diff --git a/.cspell-wordlist.txt b/.cspell-wordlist.txt new file mode 100644 index 000000000..9db8c4bde --- /dev/null +++ b/.cspell-wordlist.txt @@ -0,0 +1,48 @@ +swmansion +executorch +execu +Execu +torch +huggingface +bbox +bboxes +deeplab +unsqueeze +qlora +spinquant +efficientnet +ssdlite +udnie +crnn +mobilenet +microcontrollers +notimestamps +seqs +smollm +qwen +XNNPACK +EFFICIENTNET +SSDLITE +MOBILENET +UDNIE +CRNN +SPINQUANT +QLORA +GGUF +deeplabv +DEELABV +ARGMAX +Abaza +Adyghe +Chech +Dargwa +Ingush +Karbadian +Lezghian +Occitan +Tabassaran +Sinhala +Infima +sublabel +Aeonik +Lexend diff --git a/.cspell.json b/.cspell.json new file mode 100644 index 000000000..c1332b118 --- /dev/null +++ b/.cspell.json @@ -0,0 +1,12 @@ +{ + "version": "0.2", + "language": "en", + "ignorePaths": ["**/node_modules", "**/Pods"], + "dictionaryDefinitions": [ + { + "name": "project-words", + "path": ".cspell-wordlist.txt" + } + ], + "dictionaries": ["project-words"] +} diff --git a/.eslintrc b/.eslintrc new file mode 100644 index 000000000..bead4757e --- /dev/null +++ b/.eslintrc @@ -0,0 +1,38 @@ +{ + "parserOptions": { + "requireConfigFile": false, + "babelOptions": { + "presets": [ + "@babel/preset-react" + ] + } + }, + "root": true, + "extends": [ + "@react-native", + "prettier", + "plugin:@cspell/recommended" + ], + "rules": { + "react/react-in-jsx-scope": "off", + "prettier/prettier": [ + "error", + { + "quoteProps": "consistent", + "singleQuote": true, + "tabWidth": 2, + "trailingComma": "es5", + "useTabs": false + } + ], + "@cspell/spellchecker": ["warn", { "customWordListFile": ".cspell-wordlist.txt" }] + + }, + "plugins": [ + "eslint-plugin-prettier" + ], + "ignorePatterns": [ + "node_modules/", + "lib/" + ] +} \ No newline at end of file diff --git a/.github/workflows/build-android-llama-example.yml b/.github/workflows/build-android-llm-example.yml similarity index 71% rename from .github/workflows/build-android-llama-example.yml rename to .github/workflows/build-android-llm-example.yml index 6549fcabd..7b8bc94d0 100644 --- a/.github/workflows/build-android-llama-example.yml +++ b/.github/workflows/build-android-llm-example.yml @@ -1,27 +1,27 @@ -name: Llama Example app Android build check +name: LLM Example app Android build check on: pull_request: paths: - - .github/workflows/build-android-llama-example.yml + - .github/workflows/build-android-llm-example.yml - android/** - third-party/android/** - - examples/llama/package.json - - examples/llama/android/** + - examples/llm/package.json + - examples/llm/android/** push: branches: - main paths: - - .github/workflows/build-android-llama-example.yml + - .github/workflows/build-android-llm-example.yml - android/** - third-party/android/** - - examples/llama/package.json - - examples/llama/android/** + - examples/llm/package.json + - examples/llm/android/** jobs: build: if: github.repository == 'software-mansion/react-native-executorch' runs-on: ubuntu-latest env: - WORKING_DIRECTORY: examples/llama + WORKING_DIRECTORY: examples/llm concurrency: group: android-${{ github.ref }} cancel-in-progress: true diff --git a/.github/workflows/build-ios-llama-example.yml b/.github/workflows/build-ios-llm-example.yml similarity index 61% rename from .github/workflows/build-ios-llama-example.yml rename to .github/workflows/build-ios-llm-example.yml index f9f764589..de9a0304a 100644 --- a/.github/workflows/build-ios-llama-example.yml +++ b/.github/workflows/build-ios-llm-example.yml @@ -1,19 +1,19 @@ -name: Llama Example app iOS build check +name: LLM Example app iOS build check on: push: branches: - main paths: - - '.github/workflows/build-ios-llama-example.yml' + - '.github/workflows/build-ios-llm-example.yml' - '*.podspec' - - 'examples/llama/ios/**' - - 'examples/llama/package.json' + - 'examples/llm/ios/**' + - 'examples/llm/package.json' pull_request: paths: - - '.github/workflows/build-ios-llama-example.yml' + - '.github/workflows/build-ios-llm-example.yml' - '*.podspec' - - 'examples/llama/ios/**' - - 'examples/llama/package.json' + - 'examples/llm/ios/**' + - 'examples/llm/package.json' jobs: build: if: github.repository == 'software-mansion/react-native-executorch' @@ -25,17 +25,17 @@ jobs: - name: Check out Git repository uses: actions/checkout@v4 - name: Install node dependencies - working-directory: examples/llama + working-directory: examples/llm run: yarn - name: Install pods - working-directory: examples/llama/ios + working-directory: examples/llm/ios run: pod install - name: Build app - working-directory: examples/llama/ios + working-directory: examples/llm/ios run: | set -o pipefail && xcodebuild \ - -workspace llama.xcworkspace \ - -scheme llama \ + -workspace llm.xcworkspace \ + -scheme llm \ -sdk iphonesimulator \ -configuration Debug \ -destination 'platform=iOS Simulator,name=iPhone 16 Pro' \ diff --git a/.gitignore b/.gitignore index cfe2bb4fd..adc6bf23a 100644 --- a/.gitignore +++ b/.gitignore @@ -80,3 +80,7 @@ lib/ # React Native Codegen ios/generated android/generated + +# custom +*.tgz +Makefile diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 000000000..05b14e37f --- /dev/null +++ b/.gitmodules @@ -0,0 +1,6 @@ +[submodule "executorch"] + path = third-party/executorch + url = https://github.com/software-mansion-labs/executorch +[submodule "tokenizers-cpp"] + path = third-party/tokenizers-cpp + url = https://github.com/software-mansion-labs/tokenizers-cpp diff --git a/.prettierrc b/.prettierrc new file mode 100644 index 000000000..18e6e995e --- /dev/null +++ b/.prettierrc @@ -0,0 +1,7 @@ +{ + "quoteProps": "consistent", + "singleQuote": true, + "tabWidth": 2, + "trailingComma": "es5", + "useTabs": false +} \ No newline at end of file diff --git a/README.md b/README.md index 7cb45edf5..2917b3d80 100644 --- a/README.md +++ b/README.md @@ -14,7 +14,7 @@ React Native Executorch supports only the [New React Native architecture](https: If your app still runs on the old architecture, please consider upgrading to the New Architecture. -## Readymade models 🤖 +## Ready-made models 🤖 To run any AI model in ExecuTorch, you need to export it to a `.pte` format. If you're interested in experimenting with your own models, we highly encourage you to check out the [Python API](https://pypi.org/project/executorch/). If you prefer focusing on developing your React Native app, we will cover several common use cases. For more details, please refer to the documentation. @@ -43,16 +43,17 @@ Add this to your component file: ```tsx import { - LLAMA3_2_3B_QLORA, - LLAMA3_2_3B_TOKENIZER, useLLM, + LLAMA3_2_1B, + LLAMA3_2_TOKENIZER_CONFIG, } from 'react-native-executorch'; function MyComponent() { // Initialize the model 🚀 const llama = useLLM({ - modelSource: LLAMA3_2_3B_QLORA, - tokenizerSource: LLAMA3_2_3B_TOKENIZER, + modelSource: LLAMA3_2_1B, + tokenizerSource: LLAMA3_2_TOKENIZER, + tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG, }); // ... rest of your component } @@ -67,8 +68,8 @@ const handleGenerate = async () => { const prompt = 'The meaning of life is'; // Generate text based on your desired prompt - const response = await llama.generate(prompt); - console.log('Llama says:', response); + await llama.runInference(prompt); + console.log('Llama says:', llama.response); }; ``` @@ -84,9 +85,9 @@ We currently host two example apps demonstrating use cases of our library: - examples/speech-to-text - Whisper and Moonshine models ready for transcription tasks - examples/computer-vision - computer vision related tasks -- examples/llama - chat applications showcasing use of LLMs +- examples/llm - chat applications showcasing use of LLMs -If you would like to run it, navigate to it's project directory, for example `examples/llama` from the repository root and install dependencies with: +If you would like to run it, navigate to it's project directory, for example `examples/llm` from the repository root and install dependencies with: ```bash yarn diff --git a/android/CMakeLists.txt b/android/CMakeLists.txt new file mode 100644 index 000000000..96164c49c --- /dev/null +++ b/android/CMakeLists.txt @@ -0,0 +1,17 @@ +cmake_minimum_required(VERSION 3.13) +project(RnExecutorch) + +set (CMAKE_VERBOSE_MAKEFILE ON) +set (CMAKE_CXX_STANDARD 20) + +include("${REACT_NATIVE_DIR}/ReactAndroid/cmake-utils/folly-flags.cmake") +add_compile_options(${folly_FLAGS}) + +string(APPEND CMAKE_CXX_FLAGS " -DRCT_NEW_ARCH_ENABLED") + +set(ANDROID_CPP_DIR "${CMAKE_SOURCE_DIR}/src/main/cpp") +set(COMMON_CPP_DIR "${CMAKE_SOURCE_DIR}/../common") +set(LIBS_DIR "${CMAKE_SOURCE_DIR}/../third-party/android/libs") +set(INCLUDE_DIR "${CMAKE_SOURCE_DIR}/../third-party/include") + +add_subdirectory("${ANDROID_CPP_DIR}") \ No newline at end of file diff --git a/android/build.gradle b/android/build.gradle index daa09700b..7d4ed01c4 100644 --- a/android/build.gradle +++ b/android/build.gradle @@ -1,3 +1,5 @@ +import org.apache.tools.ant.taskdefs.condition.Os + buildscript { ext { agp_version = '8.4.2' @@ -21,19 +23,20 @@ buildscript { def reactNativeArchitectures() { def value = rootProject.getProperties().get("reactNativeArchitectures") - return value ? value.split(",") : ["armeabi-v7a", "x86", "x86_64", "arm64-v8a"] -} - -def isNewArchitectureEnabled() { - return rootProject.hasProperty("newArchEnabled") && rootProject.getProperty("newArchEnabled") == "true" + // react-native-executorch supports only these architectures. This is due to + // Executorch not supporting anything else. + def defaultArchitectures = ["x86_64", "arm64-v8a"] + if(!value) { + return defaultArchitectures + } + def architectures = value.split(",") + return architectures.findAll { it in defaultArchitectures } } apply plugin: "com.android.library" apply plugin: "kotlin-android" +apply plugin: "com.facebook.react" -if (isNewArchitectureEnabled()) { - apply plugin: "com.facebook.react" -} def getExtOrDefault(name) { return rootProject.ext.has(name) ? rootProject.ext.get(name) : project.properties["RnExecutorch_" + name] @@ -52,6 +55,38 @@ def supportsNamespace() { return (major == 7 && minor >= 3) || major >= 8 } +def safeAppExtGet(prop, fallback) { + def appProject = rootProject.allprojects.find { it.plugins.hasPlugin('com.android.application') } + appProject?.ext?.has(prop) ? appProject.ext.get(prop) : fallback +} + +def toPlatformFileString(String path) { + if (Os.isFamily(Os.FAMILY_WINDOWS)) { + path = path.replace(File.separatorChar, '/' as char) + } + return path +} + +def resolveReactNativeDirectory() { + def reactNativeLocation = safeAppExtGet("REACT_NATIVE_NODE_MODULES_DIR", null) + + if (reactNativeLocation !== null) { + return file(reactNativeLocation) + } + + // Fallback to node resolver for custom directory structures like monorepos. + def reactNativePackage = file(["node", "--print", "require.resolve('react-native/package.json')"].execute(null, rootDir).text.trim()) + if(reactNativePackage.exists()) { + return reactNativePackage.parentFile + } + + throw new GradleException( + "[RnExecutorch] Unable to resolve react-native location in node_modules. You should project extension property (in `app/build.gradle`) `REACT_NATIVE_NODE_MODULES_DIR` with path to react-native." + ) +} + +def reactNativeRootDir = resolveReactNativeDirectory() + android { if (supportsNamespace()) { namespace "com.swmansion.rnexecutorch" @@ -63,12 +98,34 @@ android { } } + buildFeatures { + prefab true + prefabPublishing true + buildConfig true + } + compileSdkVersion getExtOrIntegerDefault("compileSdkVersion") defaultConfig { minSdkVersion getExtOrIntegerDefault("minSdkVersion") targetSdkVersion getExtOrIntegerDefault("targetSdkVersion") - buildConfigField("boolean", "IS_NEW_ARCHITECTURE_ENABLED", isNewArchitectureEnabled().toString()) + externalNativeBuild { + cmake { + cppFlags "-O2 -frtti -fexceptions -Wall -fstack-protector-all -fopenmp -static-openmp" + abiFilters (*reactNativeArchitectures()) + arguments "-DANDROID_STL=c++_shared", + "-DREACT_NATIVE_DIR=${toPlatformFileString(reactNativeRootDir.path)}" + "-DBUILD_DIR=${project.buildDir}" + "-DANDROID_TOOLCHAIN=clang" + } + } + } + + + externalNativeBuild { + cmake { + path "CMakeLists.txt" + } } buildTypes { @@ -85,6 +142,7 @@ android { sourceCompatibility JavaVersion.VERSION_1_8 targetCompatibility JavaVersion.VERSION_1_8 } + } repositories { @@ -101,9 +159,11 @@ dependencies { //noinspection GradleDynamicVersion implementation 'com.github.wendykierp:JTransforms:3.1' implementation "com.facebook.react:react-android:+" + implementation "com.facebook.react:react-native:+" + implementation 'com.facebook.fbjni:fbjni:0.6.0' implementation 'org.opencv:opencv:4.10.0' implementation "org.jetbrains.kotlin:kotlin-stdlib:$kotlin_version" - implementation 'com.github.software-mansion:react-native-executorch:main-SNAPSHOT' + implementation(files("../third-party/android/libs/executorch/executorch.aar")) implementation 'org.opencv:opencv:4.10.0' implementation("com.squareup.okhttp3:okhttp:4.9.2") } diff --git a/android/src/main/cpp/CMakeLists.txt b/android/src/main/cpp/CMakeLists.txt new file mode 100644 index 000000000..901946bba --- /dev/null +++ b/android/src/main/cpp/CMakeLists.txt @@ -0,0 +1,71 @@ +cmake_minimum_required(VERSION 3.13) + +file(GLOB_RECURSE ANDROID_CPP_SOURCES CONFIGURE_DEPENDS "${ANDROID_CPP_DIR}/*.cpp") +file(GLOB_RECURSE COMMON_CPP_SOURCES CONFIGURE_DEPENDS "${COMMON_CPP_DIR}/*.cpp" "${COMMON_CPP_DIR}/*.c") + +add_library(react-native-executorch SHARED ${ANDROID_CPP_SOURCES} ${COMMON_CPP_SOURCES}) + +find_package(ReactAndroid REQUIRED CONFIG) +find_package(fbjni REQUIRED CONFIG) + +target_include_directories( + react-native-executorch + PUBLIC + "${COMMON_CPP_DIR}" + "${ANDROID_CPP_DIR}" + "${INCLUDE_DIR}" + "${REACT_NATIVE_DIR}/ReactCommon" + "${REACT_NATIVE_DIR}/ReactAndroid/src/main/jni/react/turbomodule" + "${REACT_NATIVE_DIR}/ReactCommon/callinvoker" +) + +set(LINK_LIBRARIES + ReactAndroid::jsi + fbjni::fbjni + android + log +) + +set(RN_VERSION_LINK_LIBRARIES + ReactAndroid::reactnative +) + +# Dependencies: +# ------- Executorch ------- + +add_library(executorch SHARED IMPORTED) + +set_target_properties(executorch PROPERTIES + IMPORTED_LOCATION "${LIBS_DIR}/executorch/${ANDROID_ABI}/libexecutorch.so") + +# ------- OpenCV ------- + +set(OPENCV_LIBS + "${LIBS_DIR}/opencv/${ANDROID_ABI}/libopencv_core.a" + "${LIBS_DIR}/opencv/${ANDROID_ABI}/libopencv_features2d.a" + "${LIBS_DIR}/opencv/${ANDROID_ABI}/libopencv_highgui.a" + "${LIBS_DIR}/opencv/${ANDROID_ABI}/libopencv_imgproc.a" + "${LIBS_DIR}/opencv/${ANDROID_ABI}/libopencv_photo.a" + "${LIBS_DIR}/opencv/${ANDROID_ABI}/libopencv_video.a" +) + +if(ANDROID_ABI STREQUAL "arm64-v8a") + set(OPENCV_THIRD_PARTY_LIBS + "${LIBS_DIR}/opencv-third-party/${ANDROID_ABI}/libkleidicv_hal.a" + "${LIBS_DIR}/opencv-third-party/${ANDROID_ABI}/libkleidicv_thread.a" + "${LIBS_DIR}/opencv-third-party/${ANDROID_ABI}/libkleidicv.a" + ) +elseif(ANDROID_ABI STREQUAL "x86_64") + set(OPENCV_THIRD_PARTY_LIBS "") +endif() + +# -------------- + +target_link_libraries( + react-native-executorch + ${LINK_LIBRARIES} + ${RN_VERSION_LINK_LIBRARIES} + ${OPENCV_LIBS} + ${OPENCV_THIRD_PARTY_LIBS} + executorch +) \ No newline at end of file diff --git a/android/src/main/cpp/ETInstallerModule.cpp b/android/src/main/cpp/ETInstallerModule.cpp new file mode 100644 index 000000000..d69af8634 --- /dev/null +++ b/android/src/main/cpp/ETInstallerModule.cpp @@ -0,0 +1,76 @@ +#include "ETInstallerModule.h" + +#include + +#include +#include + +namespace rnexecutorch { +JavaVM *java_machine; +using namespace facebook::jni; + +ETInstallerModule::ETInstallerModule( + jni::alias_ref &jThis, + jsi::Runtime *jsiRuntime, + const std::shared_ptr &jsCallInvoker) + : javaPart_(make_global(jThis)), jsiRuntime_(jsiRuntime), + jsCallInvoker_(jsCallInvoker) {} + +jni::local_ref ETInstallerModule::initHybrid( + jni::alias_ref jThis, jlong jsContext, + jni::alias_ref + jsCallInvokerHolder) { + auto jsCallInvoker = jsCallInvokerHolder->cthis()->getCallInvoker(); + auto rnRuntime = reinterpret_cast(jsContext); + return makeCxxInstance(jThis, rnRuntime, jsCallInvoker); +} + +void ETInstallerModule::registerNatives() { + registerHybrid({ + makeNativeMethod("initHybrid", ETInstallerModule::initHybrid), + makeNativeMethod("injectJSIBindings", + ETInstallerModule::injectJSIBindings), + }); +} + +void ETInstallerModule::injectJSIBindings() { + // Grab a function for fetching images via URL from Java + auto fetchDataByUrl = [](std::string url) { + // Attaching Current Thread to JVM + + JNIEnv *env = nullptr; + int getEnvStat = java_machine->GetEnv((void **)&env, JNI_VERSION_1_6); + if (getEnvStat == JNI_EDETACHED) { + if (java_machine->AttachCurrentThread(&env, nullptr) != 0) { + throw std::runtime_error("Failed to attach thread to JVM"); + } + } + static jclass cls = javaClassStatic().get(); + static jmethodID method = env->GetStaticMethodID( + cls, "fetchByteDataFromUrl", "(Ljava/lang/String;)[B"); + + jstring jUrl = env->NewStringUTF(url.c_str()); + jbyteArray byteData = + (jbyteArray)env->CallStaticObjectMethod(cls, method, jUrl); + + if (env->IsSameObject(byteData, NULL)) { + throw std::runtime_error("Error fetching data from a url"); + } + + int size = env->GetArrayLength(byteData); + jbyte *bytes = env->GetByteArrayElements(byteData, JNI_FALSE); + std::byte *dataBytePtr = reinterpret_cast(bytes); + + return std::vector(dataBytePtr, dataBytePtr + size); + }; + + RnExecutorchInstaller::injectJSIBindings(jsiRuntime_, jsCallInvoker_, + fetchDataByUrl); +} +} // namespace rnexecutorch + +JNIEXPORT jint JNICALL JNI_OnLoad(JavaVM *vm, void *) { + rnexecutorch::java_machine = vm; + return facebook::jni::initialize( + vm, [] { rnexecutorch::ETInstallerModule::registerNatives(); }); +} \ No newline at end of file diff --git a/android/src/main/cpp/ETInstallerModule.h b/android/src/main/cpp/ETInstallerModule.h new file mode 100644 index 000000000..78a95f4f8 --- /dev/null +++ b/android/src/main/cpp/ETInstallerModule.h @@ -0,0 +1,43 @@ +#pragma once + +#include +#include +#include +#include + +#include +#include + +namespace rnexecutorch { + +using namespace facebook; +using namespace react; + +class ETInstallerModule : public jni::HybridClass { +public: + static auto constexpr kJavaDescriptor = + "Lcom/swmansion/rnexecutorch/ETInstaller;"; + + static jni::local_ref + initHybrid(jni::alias_ref jThis, jlong jsContext, + jni::alias_ref + jsCallInvokerHolder); + + static void registerNatives(); + + void injectJSIBindings(); + +private: + friend HybridBase; + + jni::global_ref javaPart_; + jsi::Runtime *jsiRuntime_; + std::shared_ptr jsCallInvoker_; + + explicit ETInstallerModule( + jni::alias_ref &jThis, + jsi::Runtime *jsiRuntime, + const std::shared_ptr &jsCallInvoker); +}; + +} // namespace rnexecutorch \ No newline at end of file diff --git a/android/src/main/java/com/swmansion/rnexecutorch/ETInstaller.kt b/android/src/main/java/com/swmansion/rnexecutorch/ETInstaller.kt new file mode 100644 index 000000000..acc43c0a9 --- /dev/null +++ b/android/src/main/java/com/swmansion/rnexecutorch/ETInstaller.kt @@ -0,0 +1,66 @@ +package com.swmansion.rnexecutorch + +import com.facebook.jni.HybridData +import com.facebook.proguard.annotations.DoNotStrip +import com.facebook.react.bridge.ReactApplicationContext +import com.facebook.react.bridge.ReactMethod +import com.facebook.react.common.annotations.FrameworkAPI +import com.facebook.react.module.annotations.ReactModule +import com.facebook.react.turbomodule.core.CallInvokerHolderImpl +import java.io.InputStream +import java.net.URL + +@OptIn(FrameworkAPI::class) +@ReactModule(name = ETInstaller.NAME) +class ETInstaller( + reactContext: ReactApplicationContext, +) : NativeETInstallerSpec(reactContext) { + companion object { + const val NAME = NativeETInstallerSpec.NAME + + @JvmStatic + @DoNotStrip + @Throws(Exception::class) + fun fetchByteDataFromUrl(source: String): ByteArray? { + try { + val url = URL(source) + val connection = url.openConnection() + connection.connect() + + val inputStream: InputStream = connection.getInputStream() + val data = inputStream.readBytes() + inputStream.close() + + return data + } catch (exception: Throwable) { + return null + } + } + } + + private val mHybridData: HybridData + + external fun initHybrid( + jsContext: Long, + callInvoker: CallInvokerHolderImpl, + ): HybridData + + private external fun injectJSIBindings() + + init { + try { + System.loadLibrary("executorch") + System.loadLibrary("react-native-executorch") + val jsCallInvokerHolder = reactContext.jsCallInvokerHolder as CallInvokerHolderImpl + mHybridData = initHybrid(reactContext.javaScriptContextHolder!!.get(), jsCallInvokerHolder) + } catch (exception: UnsatisfiedLinkError) { + throw RuntimeException("Could not load native module ETInstaller", exception) + } + } + + @ReactMethod(isBlockingSynchronousMethod = true) + override fun install(): Boolean { + injectJSIBindings() + return true + } +} diff --git a/android/src/main/java/com/swmansion/rnexecutorch/ETModule.kt b/android/src/main/java/com/swmansion/rnexecutorch/ETModule.kt index 55fad74a8..3f64f4c06 100644 --- a/android/src/main/java/com/swmansion/rnexecutorch/ETModule.kt +++ b/android/src/main/java/com/swmansion/rnexecutorch/ETModule.kt @@ -9,7 +9,6 @@ import com.swmansion.rnexecutorch.utils.ETError import com.swmansion.rnexecutorch.utils.TensorUtils import org.pytorch.executorch.EValue import org.pytorch.executorch.Module -import java.net.URL class ETModule( reactContext: ReactApplicationContext, @@ -23,7 +22,7 @@ class ETModule( modelSource: String, promise: Promise, ) { - module = Module.load(URL(modelSource).path) + module = Module.load(modelSource) promise.resolve(0) } diff --git a/android/src/main/java/com/swmansion/rnexecutorch/ImageSegmentation.kt b/android/src/main/java/com/swmansion/rnexecutorch/ImageSegmentation.kt deleted file mode 100644 index c18fa8ed3..000000000 --- a/android/src/main/java/com/swmansion/rnexecutorch/ImageSegmentation.kt +++ /dev/null @@ -1,58 +0,0 @@ -package com.swmansion.rnexecutorch - -import android.util.Log -import com.facebook.react.bridge.Promise -import com.facebook.react.bridge.ReactApplicationContext -import com.facebook.react.bridge.ReadableArray -import com.swmansion.rnexecutorch.models.imagesegmentation.ImageSegmentationModel -import com.swmansion.rnexecutorch.utils.ETError -import com.swmansion.rnexecutorch.utils.ImageProcessor -import org.opencv.android.OpenCVLoader - -class ImageSegmentation( - reactContext: ReactApplicationContext, -) : NativeImageSegmentationSpec(reactContext) { - private lateinit var model: ImageSegmentationModel - - companion object { - const val NAME = "ImageSegmentation" - - init { - if (!OpenCVLoader.initLocal()) { - Log.d("rn_executorch", "OpenCV not loaded") - } else { - Log.d("rn_executorch", "OpenCV loaded") - } - } - } - - override fun loadModule( - modelSource: String, - promise: Promise, - ) { - try { - model = ImageSegmentationModel(reactApplicationContext) - model.loadModel(modelSource) - promise.resolve(0) - } catch (e: Exception) { - promise.reject(e.message!!, ETError.InvalidModelSource.toString()) - } - } - - override fun forward( - input: String, - classesOfInterest: ReadableArray, - resize: Boolean, - promise: Promise, - ) { - try { - val output = - model.runModel(Triple(ImageProcessor.readImage(input), classesOfInterest, resize)) - promise.resolve(output) - } catch (e: Exception) { - promise.reject(e.message!!, e.message) - } - } - - override fun getName(): String = NAME -} diff --git a/android/src/main/java/com/swmansion/rnexecutorch/LLM.kt b/android/src/main/java/com/swmansion/rnexecutorch/LLM.kt index 6eba31ec8..e315d6a4e 100644 --- a/android/src/main/java/com/swmansion/rnexecutorch/LLM.kt +++ b/android/src/main/java/com/swmansion/rnexecutorch/LLM.kt @@ -3,22 +3,13 @@ package com.swmansion.rnexecutorch import android.util.Log import com.facebook.react.bridge.Promise import com.facebook.react.bridge.ReactApplicationContext -import com.facebook.react.bridge.ReadableArray -import com.swmansion.rnexecutorch.utils.ArrayUtils -import com.swmansion.rnexecutorch.utils.llms.ChatRole -import com.swmansion.rnexecutorch.utils.llms.ConversationManager -import com.swmansion.rnexecutorch.utils.llms.END_OF_TEXT_TOKEN -import org.pytorch.executorch.LlamaCallback -import org.pytorch.executorch.LlamaModule -import java.net.URL +import org.pytorch.executorch.extension.llm.LlmCallback +import org.pytorch.executorch.extension.llm.LlmModule class LLM( reactContext: ReactApplicationContext, -) : NativeLLMSpec(reactContext), - LlamaCallback { - private var llamaModule: LlamaModule? = null - private var tempLlamaResponse = StringBuilder() - private lateinit var conversationManager: ConversationManager +) : NativeLLMSpec(reactContext), LlmCallback { + private var llmModule: LlmModule? = null override fun getName(): String = NAME @@ -28,7 +19,6 @@ class LLM( override fun onResult(result: String) { emitOnToken(result) - this.tempLlamaResponse.append(result) } override fun onStats(tps: Float) { @@ -38,20 +28,10 @@ class LLM( override fun loadLLM( modelSource: String, tokenizerSource: String, - systemPrompt: String, - messageHistory: ReadableArray, - contextWindowLength: Double, promise: Promise, ) { try { - this.conversationManager = - ConversationManager( - contextWindowLength.toInt(), - systemPrompt, - ArrayUtils.createMapArray(messageHistory), - ) - llamaModule = LlamaModule(1, URL(modelSource).path, URL(tokenizerSource).path, 0.7f) - this.tempLlamaResponse.clear() + llmModule = LlmModule(modelSource, tokenizerSource, 0.7f) promise.resolve("Model loaded successfully") } catch (e: Exception) { promise.reject("Model loading failed", e.message) @@ -62,35 +42,19 @@ class LLM( input: String, promise: Promise, ) { - this.conversationManager.addResponse(input, ChatRole.USER) - val conversation = this.conversationManager.getConversation() - Thread { - llamaModule!!.generate(conversation, (conversation.length * 0.75).toInt() + 64, this, false) - - // When we call .interrupt(), the LLM doesn't produce EOT token, that also could happen when the - // generated sequence length is larger than specified in the JNI callback, hence we check if EOT - // is there and if not, we append it to the output and emit the EOT token to the JS side. - if (!this.tempLlamaResponse.endsWith(END_OF_TEXT_TOKEN)) { - this.onResult(END_OF_TEXT_TOKEN) - } - - // We want to add the LLM response to the conversation once all the tokens are generated. - // Each token is appended to the tempLlamaResponse StringBuilder in onResult callback. - this.conversationManager.addResponse(this.tempLlamaResponse.toString(), ChatRole.ASSISTANT) - this.tempLlamaResponse.clear() - Log.d("ExecutorchLib", this.conversationManager.getConversation()) - }.start() - - promise.resolve("Inference completed successfully") + llmModule!!.generate(input, this) + promise.resolve("Inference completed successfully") + } + .start() } override fun interrupt() { - llamaModule!!.stop() + llmModule!!.stop() } - override fun deleteModule() { - llamaModule = null + override fun releaseResources() { + llmModule = null } companion object { diff --git a/android/src/main/java/com/swmansion/rnexecutorch/RnExecutorchPackage.kt b/android/src/main/java/com/swmansion/rnexecutorch/RnExecutorchPackage.kt index 3c78d4d7f..ee289e7a1 100644 --- a/android/src/main/java/com/swmansion/rnexecutorch/RnExecutorchPackage.kt +++ b/android/src/main/java/com/swmansion/rnexecutorch/RnExecutorchPackage.kt @@ -18,8 +18,6 @@ class RnExecutorchPackage : TurboReactPackage() { LLM(reactContext) } else if (name == ETModule.NAME) { ETModule(reactContext) - } else if (name == StyleTransfer.NAME) { - StyleTransfer(reactContext) } else if (name == Classification.NAME) { Classification(reactContext) } else if (name == ObjectDetection.NAME) { @@ -30,8 +28,12 @@ class RnExecutorchPackage : TurboReactPackage() { OCR(reactContext) } else if (name == VerticalOCR.NAME) { VerticalOCR(reactContext) - } else if (name == ImageSegmentation.NAME) { - ImageSegmentation(reactContext) + } else if (name == ETInstaller.NAME) { + ETInstaller(reactContext) + } else if (name == Tokenizer.NAME) { + Tokenizer(reactContext) + } else if (name == TextEmbeddings.NAME) { + TextEmbeddings(reactContext) } else { null } @@ -45,6 +47,7 @@ class RnExecutorchPackage : TurboReactPackage() { LLM.NAME, false, // canOverrideExistingModule false, // needsEagerInit + true, // hasConstants false, // isCxxModule true, ) @@ -54,16 +57,7 @@ class RnExecutorchPackage : TurboReactPackage() { ETModule.NAME, false, // canOverrideExistingModule false, // needsEagerInit - false, // isCxxModule - true, - ) - - moduleInfos[StyleTransfer.NAME] = - ReactModuleInfo( - StyleTransfer.NAME, - StyleTransfer.NAME, - false, // canOverrideExistingModule - false, // needsEagerInit + true, // hasConstants false, // isCxxModule true, ) @@ -74,6 +68,7 @@ class RnExecutorchPackage : TurboReactPackage() { Classification.NAME, false, // canOverrideExistingModule false, // needsEagerInit + true, // hasConstants false, // isCxxModule true, ) @@ -84,6 +79,7 @@ class RnExecutorchPackage : TurboReactPackage() { ObjectDetection.NAME, false, // canOverrideExistingModule false, // needsEagerInit + true, // hasConstants false, // isCxxModule true, ) @@ -94,6 +90,7 @@ class RnExecutorchPackage : TurboReactPackage() { SpeechToText.NAME, false, // canOverrideExistingModule false, // needsEagerInit + true, // hasConstants false, // isCxxModule true, ) @@ -104,6 +101,7 @@ class RnExecutorchPackage : TurboReactPackage() { OCR.NAME, false, // canOverrideExistingModule false, // needsEagerInit + true, // hasConstants false, // isCxxModule true, ) @@ -114,16 +112,43 @@ class RnExecutorchPackage : TurboReactPackage() { VerticalOCR.NAME, false, // canOverrideExistingModule false, // needsEagerInit + true, // hasConstants + false, // isCxxModule + true, + ) + + moduleInfos[Tokenizer.NAME] = + ReactModuleInfo( + Tokenizer.NAME, + Tokenizer.NAME, + false, // canOverrideExistingModule + false, // needsEagerInit + true, // hasConstants + false, // isCxxModule + true, + ) + + moduleInfos[ETInstaller.NAME] = + ReactModuleInfo( + ETInstaller.NAME, + ETInstaller.NAME, + false, // canOverrideExistingModule + false, // needsEagerInit + true, // hasConstants + false, // isCxxModule + true, + ) + + moduleInfos[TextEmbeddings.NAME] = + ReactModuleInfo( + TextEmbeddings.NAME, + TextEmbeddings.NAME, + false, // canOverrideExistingModule + false, // needsEagerInit false, // isCxxModule true, ) - moduleInfos[ImageSegmentation.NAME] = ReactModuleInfo( - ImageSegmentation.NAME, ImageSegmentation.NAME, false, // canOverrideExistingModule - false, // needsEagerInit - false, // isCxxModule - true - ) moduleInfos } } diff --git a/android/src/main/java/com/swmansion/rnexecutorch/StyleTransfer.kt b/android/src/main/java/com/swmansion/rnexecutorch/StyleTransfer.kt deleted file mode 100644 index 224794e17..000000000 --- a/android/src/main/java/com/swmansion/rnexecutorch/StyleTransfer.kt +++ /dev/null @@ -1,54 +0,0 @@ -package com.swmansion.rnexecutorch - -import android.util.Log -import com.facebook.react.bridge.Promise -import com.facebook.react.bridge.ReactApplicationContext -import com.swmansion.rnexecutorch.models.styletransfer.StyleTransferModel -import com.swmansion.rnexecutorch.utils.ETError -import com.swmansion.rnexecutorch.utils.ImageProcessor -import org.opencv.android.OpenCVLoader - -class StyleTransfer( - reactContext: ReactApplicationContext, -) : NativeStyleTransferSpec(reactContext) { - private lateinit var styleTransferModel: StyleTransferModel - - companion object { - const val NAME = "StyleTransfer" - - init { - if (!OpenCVLoader.initLocal()) { - Log.d("rn_executorch", "OpenCV not loaded") - } else { - Log.d("rn_executorch", "OpenCV loaded") - } - } - } - - override fun loadModule( - modelSource: String, - promise: Promise, - ) { - try { - styleTransferModel = StyleTransferModel(reactApplicationContext) - styleTransferModel.loadModel(modelSource) - promise.resolve(0) - } catch (e: Exception) { - promise.reject(e.message!!, ETError.InvalidModelSource.toString()) - } - } - - override fun forward( - input: String, - promise: Promise, - ) { - try { - val output = styleTransferModel.runModel(ImageProcessor.readImage(input)) - promise.resolve(ImageProcessor.saveToTempFile(reactApplicationContext, output)) - } catch (e: Exception) { - promise.reject(e.message!!, e.message) - } - } - - override fun getName(): String = NAME -} diff --git a/android/src/main/java/com/swmansion/rnexecutorch/TextEmbeddings.kt b/android/src/main/java/com/swmansion/rnexecutorch/TextEmbeddings.kt new file mode 100644 index 000000000..ff8b9edb5 --- /dev/null +++ b/android/src/main/java/com/swmansion/rnexecutorch/TextEmbeddings.kt @@ -0,0 +1,51 @@ +package com.swmansion.rnexecutorch + +import com.facebook.react.bridge.Promise +import com.facebook.react.bridge.ReactApplicationContext +import com.facebook.react.bridge.WritableNativeArray +import com.swmansion.rnexecutorch.models.textEmbeddings.TextEmbeddingsModel +import com.swmansion.rnexecutorch.utils.ETError + +class TextEmbeddings( + reactContext: ReactApplicationContext, +) : NativeTextEmbeddingsSpec(reactContext) { + private lateinit var textEmbeddingsModel: TextEmbeddingsModel + + companion object { + const val NAME = "TextEmbeddings" + } + + override fun loadModule( + modelSource: String, + tokenizerSource: String, + promise: Promise, + ) { + try { + textEmbeddingsModel = TextEmbeddingsModel(reactApplicationContext) + + textEmbeddingsModel.loadModel(modelSource) + textEmbeddingsModel.loadTokenizer(tokenizerSource) + + promise.resolve(0) + } catch (e: Exception) { + promise.reject(e.message!!, ETError.InvalidModelSource.toString()) + } + } + + override fun forward( + input: String, + promise: Promise, + ) { + try { + val output = textEmbeddingsModel.runModel(input) + val writableArray = WritableNativeArray() + output.forEach { writableArray.pushDouble(it) } + + promise.resolve(writableArray) + } catch (e: Exception) { + promise.reject(e.message!!, e.message) + } + } + + override fun getName(): String = NAME +} diff --git a/android/src/main/java/com/swmansion/rnexecutorch/Tokenizer.kt b/android/src/main/java/com/swmansion/rnexecutorch/Tokenizer.kt new file mode 100644 index 000000000..012562e4c --- /dev/null +++ b/android/src/main/java/com/swmansion/rnexecutorch/Tokenizer.kt @@ -0,0 +1,86 @@ +package com.swmansion.rnexecutorch + +import com.facebook.react.bridge.Promise +import com.facebook.react.bridge.ReactApplicationContext +import com.facebook.react.bridge.ReadableArray +import com.swmansion.rnexecutorch.utils.ArrayUtils.Companion.createIntArray +import com.swmansion.rnexecutorch.utils.ArrayUtils.Companion.createReadableArrayFromIntArray +import com.swmansion.rnexecutorch.utils.ETError +import org.pytorch.executorch.HuggingFaceTokenizer + +class Tokenizer( + reactContext: ReactApplicationContext, +) : NativeTokenizerSpec(reactContext) { + private lateinit var tokenizer: HuggingFaceTokenizer + + companion object { + const val NAME = "Tokenizer" + } + + override fun loadModule( + tokenizerSource: String, + promise: Promise, + ) { + try { + tokenizer = HuggingFaceTokenizer(tokenizerSource) + promise.resolve(0) + } catch (e: Exception) { + promise.reject(e.message!!, ETError.InvalidModelSource.toString()) + } + } + + override fun decode( + input: ReadableArray, + skipSpecialTokens: Boolean, + promise: Promise, + ) { + try { + promise.resolve(tokenizer.decode(createIntArray(input), skipSpecialTokens)) + } catch (e: Exception) { + promise.reject(e.message!!, ETError.UndefinedError.toString()) + } + } + + override fun encode( + input: String, + promise: Promise, + ) { + try { + promise.resolve(createReadableArrayFromIntArray(tokenizer.encode(input))) + } catch (e: Exception) { + promise.reject(e.message!!, ETError.UndefinedError.toString()) + } + } + + override fun getVocabSize(promise: Promise) { + try { + promise.resolve(tokenizer.vocabSize) + } catch (e: Exception) { + promise.reject(e.message!!, ETError.UndefinedError.toString()) + } + } + + override fun idToToken( + id: Double, + promise: Promise, + ) { + try { + promise.resolve(tokenizer.idToToken(id.toInt())) + } catch (e: Exception) { + promise.reject(e.message!!, ETError.UndefinedError.toString()) + } + } + + override fun tokenToId( + token: String, + promise: Promise, + ) { + try { + promise.resolve(tokenizer.tokenToId(token)) + } catch (e: Exception) { + promise.reject(e.message!!, ETError.UndefinedError.toString()) + } + } + + override fun getName(): String = NAME +} diff --git a/android/src/main/java/com/swmansion/rnexecutorch/models/BaseModel.kt b/android/src/main/java/com/swmansion/rnexecutorch/models/BaseModel.kt index 5318cc4f2..9e010e347 100644 --- a/android/src/main/java/com/swmansion/rnexecutorch/models/BaseModel.kt +++ b/android/src/main/java/com/swmansion/rnexecutorch/models/BaseModel.kt @@ -5,7 +5,6 @@ import com.swmansion.rnexecutorch.utils.ETError import org.pytorch.executorch.EValue import org.pytorch.executorch.Module import org.pytorch.executorch.Tensor -import java.net.URL abstract class BaseModel( val context: Context, @@ -13,12 +12,12 @@ abstract class BaseModel( protected lateinit var module: Module fun loadModel(modelSource: String) { - module = Module.load(URL(modelSource).path) + module = Module.load(modelSource) } - protected fun forward(input: EValue): Array { + protected fun forward(vararg inputs: EValue): Array { try { - val result = module.forward(input) + val result = module.forward(*inputs) return result } catch (e: IllegalArgumentException) { // The error is thrown when transformation to Tensor fails diff --git a/android/src/main/java/com/swmansion/rnexecutorch/models/TextEmbeddings/TextEmbeddingsModel.kt b/android/src/main/java/com/swmansion/rnexecutorch/models/TextEmbeddings/TextEmbeddingsModel.kt new file mode 100644 index 000000000..3a21013b3 --- /dev/null +++ b/android/src/main/java/com/swmansion/rnexecutorch/models/TextEmbeddings/TextEmbeddingsModel.kt @@ -0,0 +1,48 @@ +package com.swmansion.rnexecutorch.models.textEmbeddings + +import com.facebook.react.bridge.ReactApplicationContext +import com.swmansion.rnexecutorch.models.BaseModel +import org.pytorch.executorch.EValue +import org.pytorch.executorch.HuggingFaceTokenizer +import org.pytorch.executorch.Tensor + +class TextEmbeddingsModel( + reactApplicationContext: ReactApplicationContext, +) : BaseModel(reactApplicationContext) { + private lateinit var tokenizer: HuggingFaceTokenizer + + fun loadTokenizer(tokenizerSource: String) { + tokenizer = HuggingFaceTokenizer(tokenizerSource) + } + + fun preprocess(input: String): Array { + val inputIds = tokenizer.encode(input).map { it.toLong() }.toLongArray() + val attentionMask = inputIds.map { if (it != 0L) 1L else 0L }.toLongArray() + return arrayOf(inputIds, attentionMask) // Shape: [2, max_length] + } + + fun postprocess( + modelOutput: FloatArray, // [max_length * embedding_dim] + attentionMask: LongArray, // [max_length] + ): DoubleArray { + val modelOutputDouble = modelOutput.map { it.toDouble() }.toDoubleArray() + val embeddings = TextEmbeddingsUtils.meanPooling(modelOutputDouble, attentionMask) + return TextEmbeddingsUtils.normalize(embeddings) + } + + override fun runModel(input: String): DoubleArray { + val modelInput = preprocess(input) + val inputsIds = modelInput[0] + val attentionMask = modelInput[1] + + val inputsIdsShape = longArrayOf(1, inputsIds.size.toLong()) + val attentionMaskShape = longArrayOf(1, attentionMask.size.toLong()) + + val inputIdsEValue = EValue.from(Tensor.fromBlob(inputsIds, inputsIdsShape)) + val attentionMaskEValue = EValue.from(Tensor.fromBlob(attentionMask, attentionMaskShape)) + + val modelOutput = forward(inputIdsEValue, attentionMaskEValue)[0].toTensor().dataAsFloatArray + + return postprocess(modelOutput, attentionMask) + } +} diff --git a/android/src/main/java/com/swmansion/rnexecutorch/models/TextEmbeddings/TextEmbeddingsUtils.kt b/android/src/main/java/com/swmansion/rnexecutorch/models/TextEmbeddings/TextEmbeddingsUtils.kt new file mode 100644 index 000000000..57209e8ae --- /dev/null +++ b/android/src/main/java/com/swmansion/rnexecutorch/models/TextEmbeddings/TextEmbeddingsUtils.kt @@ -0,0 +1,37 @@ +package com.swmansion.rnexecutorch.models.textEmbeddings + +import kotlin.math.sqrt + +class TextEmbeddingsUtils { + companion object { + fun meanPooling( + modelOutput: DoubleArray, + attentionMask: LongArray, + ): DoubleArray { + val attentionMaskLength = attentionMask.size + val modelOutputLength = modelOutput.size + val embeddingDim = modelOutputLength / attentionMaskLength + + val result = DoubleArray(embeddingDim) + var sumMask = attentionMask.sum().toDouble() + sumMask = maxOf(sumMask, 1e-9) + + for (i in 0 until embeddingDim) { + var sum = 0.0 + for (j in 0 until attentionMaskLength) { + sum += modelOutput[j * embeddingDim + i] * attentionMask[j] + } + result[i] = sum / sumMask + } + + return result + } + + fun normalize(embeddings: DoubleArray): DoubleArray { + var sum = embeddings.sumOf { it * it } + sum = maxOf(sqrt(sum), 1e-9) + + return embeddings.map { it / sum }.toDoubleArray() + } + } +} diff --git a/android/src/main/java/com/swmansion/rnexecutorch/models/imageSegmentation/Constants.kt b/android/src/main/java/com/swmansion/rnexecutorch/models/imageSegmentation/Constants.kt deleted file mode 100644 index 7ba7fcb5c..000000000 --- a/android/src/main/java/com/swmansion/rnexecutorch/models/imageSegmentation/Constants.kt +++ /dev/null @@ -1,26 +0,0 @@ -package com.swmansion.rnexecutorch.models.imagesegmentation - -val deeplabv3_resnet50_labels: Array = - arrayOf( - "BACKGROUND", - "AEROPLANE", - "BICYCLE", - "BIRD", - "BOAT", - "BOTTLE", - "BUS", - "CAR", - "CAT", - "CHAIR", - "COW", - "DININGTABLE", - "DOG", - "HORSE", - "MOTORBIKE", - "PERSON", - "POTTEDPLANT", - "SHEEP", - "SOFA", - "TRAIN", - "TVMONITOR", - ) diff --git a/android/src/main/java/com/swmansion/rnexecutorch/models/imageSegmentation/ImageSegmentationModel.kt b/android/src/main/java/com/swmansion/rnexecutorch/models/imageSegmentation/ImageSegmentationModel.kt deleted file mode 100644 index 36c1594b4..000000000 --- a/android/src/main/java/com/swmansion/rnexecutorch/models/imageSegmentation/ImageSegmentationModel.kt +++ /dev/null @@ -1,139 +0,0 @@ -package com.swmansion.rnexecutorch.models.imagesegmentation - -import com.facebook.react.bridge.Arguments -import com.facebook.react.bridge.ReactApplicationContext -import com.facebook.react.bridge.ReadableArray -import com.facebook.react.bridge.WritableMap -import com.swmansion.rnexecutorch.models.BaseModel -import com.swmansion.rnexecutorch.utils.ArrayUtils -import com.swmansion.rnexecutorch.utils.ImageProcessor -import com.swmansion.rnexecutorch.utils.softmax -import org.opencv.core.CvType -import org.opencv.core.Mat -import org.opencv.core.Size -import org.opencv.imgproc.Imgproc -import org.pytorch.executorch.EValue - -class ImageSegmentationModel( - reactApplicationContext: ReactApplicationContext, -) : BaseModel, WritableMap>(reactApplicationContext) { - private lateinit var originalSize: Size - - private fun getModelImageSize(): Size { - val inputShape = module.getInputShape(0) - val width = inputShape[inputShape.lastIndex] - val height = inputShape[inputShape.lastIndex - 1] - - return Size(height.toDouble(), width.toDouble()) - } - - fun preprocess(input: Mat): EValue { - originalSize = input.size() - Imgproc.resize(input, input, getModelImageSize()) - return ImageProcessor.matToEValue(input, module.getInputShape(0)) - } - - private fun extractResults( - result: FloatArray, - numLabels: Int, - resize: Boolean, - ): List { - val modelSize = getModelImageSize() - val numModelPixels = (modelSize.height * modelSize.width).toInt() - - val extractedLabelScores = mutableListOf() - - for (label in 0.., - numLabels: Int, - outputSize: Size, - ): IntArray { - val numPixels = (outputSize.height * outputSize.width).toInt() - val argMax = IntArray(numPixels) - for (pixel in 0..() - for (buffer in labelScores) { - scores.add(buffer[pixel]) - } - val adjustedScores = softmax(scores.toTypedArray()) - for (label in 0.., - classesOfInterest: ReadableArray, - resize: Boolean, - ): WritableMap { - val outputData = output[0].toTensor().dataAsFloatArray - val modelSize = getModelImageSize() - val numLabels = deeplabv3_resnet50_labels.size - - require(outputData.count() == (numLabels * modelSize.height * modelSize.width).toInt()) { "Model generated unexpected output size." } - - val outputSize = if (resize) originalSize else modelSize - - val extractedResults = extractResults(outputData, numLabels, resize) - - val argMax = adjustScoresPerPixel(extractedResults, numLabels, outputSize) - - val labelSet = mutableSetOf() - // Filter by the label set when base class changed - for (i in 0..): WritableMap { - val modelInput = preprocess(input.first) - val modelOutput = forward(modelInput) - return postprocess(modelOutput, input.second, input.third) - } -} diff --git a/android/src/main/java/com/swmansion/rnexecutorch/models/styleTransfer/StyleTransferModel.kt b/android/src/main/java/com/swmansion/rnexecutorch/models/styleTransfer/StyleTransferModel.kt deleted file mode 100644 index 4019015dd..000000000 --- a/android/src/main/java/com/swmansion/rnexecutorch/models/styleTransfer/StyleTransferModel.kt +++ /dev/null @@ -1,43 +0,0 @@ -package com.swmansion.rnexecutorch.models.styletransfer - -import com.facebook.react.bridge.ReactApplicationContext -import com.swmansion.rnexecutorch.utils.ImageProcessor -import org.opencv.core.Mat -import org.opencv.core.Size -import org.opencv.imgproc.Imgproc -import org.pytorch.executorch.EValue -import com.swmansion.rnexecutorch.models.BaseModel - -class StyleTransferModel( - reactApplicationContext: ReactApplicationContext, -) : BaseModel(reactApplicationContext) { - private lateinit var originalSize: Size - - private fun getModelImageSize(): Size { - val inputShape = module.getInputShape(0) - val width = inputShape[inputShape.lastIndex] - val height = inputShape[inputShape.lastIndex - 1] - - return Size(height.toDouble(), width.toDouble()) - } - - fun preprocess(input: Mat): EValue { - originalSize = input.size() - Imgproc.resize(input, input, getModelImageSize()) - return ImageProcessor.matToEValue(input, module.getInputShape(0)) - } - - fun postprocess(output: Array): Mat { - val tensor = output[0].toTensor() - val modelShape = getModelImageSize() - val result = ImageProcessor.eValueToMat(tensor.dataAsFloatArray, modelShape.width.toInt(), modelShape.height.toInt()) - Imgproc.resize(result, result, originalSize) - return result - } - - override fun runModel(input: Mat): Mat { - val modelInput = preprocess(input) - val modelOutput = forward(modelInput) - return postprocess(modelOutput) - } -} diff --git a/android/src/main/java/com/swmansion/rnexecutorch/utils/llms/ConversationManager.kt b/android/src/main/java/com/swmansion/rnexecutorch/utils/llms/ConversationManager.kt deleted file mode 100644 index 08388a2c0..000000000 --- a/android/src/main/java/com/swmansion/rnexecutorch/utils/llms/ConversationManager.kt +++ /dev/null @@ -1,68 +0,0 @@ -package com.swmansion.rnexecutorch.utils.llms - -enum class ChatRole { - SYSTEM, - USER, - ASSISTANT, -} - -const val BEGIN_OF_TEXT_TOKEN = "<|begin_of_text|>" -const val END_OF_TEXT_TOKEN = "<|eot_id|>" -const val START_HEADER_ID_TOKEN = "<|start_header_id|>" -const val END_HEADER_ID_TOKEN = "<|end_header_id|>" - -class ConversationManager( - private val numMessagesContextWindow: Int, - systemPrompt: String, - messageHistory: Array>, -) { - private val basePrompt: String - private val messages = ArrayDeque() - - init { - this.basePrompt = - BEGIN_OF_TEXT_TOKEN + - getHeaderTokenFromRole(ChatRole.SYSTEM) + - systemPrompt + - END_OF_TEXT_TOKEN + - getHeaderTokenFromRole(ChatRole.USER) - - messageHistory.forEach { message -> - when (message["role"]) { - "user" -> addResponse(message["content"]!!, ChatRole.USER) - "assistant" -> addResponse(message["content"]!!, ChatRole.ASSISTANT) - } - } - } - - fun addResponse( - text: String, - senderRole: ChatRole, - ) { - if (this.messages.size >= this.numMessagesContextWindow) { - this.messages.removeFirst() - } - val formattedMessage: String = - if (senderRole == ChatRole.ASSISTANT) { - text + getHeaderTokenFromRole(ChatRole.USER) - } else { - text + END_OF_TEXT_TOKEN + getHeaderTokenFromRole(ChatRole.ASSISTANT) - } - this.messages.add(formattedMessage) - } - - fun getConversation(): String { - val prompt = StringBuilder(this.basePrompt) - for (elem in this.messages) { - prompt.append(elem) - } - return prompt.toString() - } - - private fun getHeaderTokenFromRole(role: ChatRole): String = - when (role) { - ChatRole.SYSTEM -> START_HEADER_ID_TOKEN + "system" + END_HEADER_ID_TOKEN - ChatRole.USER -> START_HEADER_ID_TOKEN + "user" + END_HEADER_ID_TOKEN - ChatRole.ASSISTANT -> START_HEADER_ID_TOKEN + "assistant" + END_HEADER_ID_TOKEN - } -} diff --git a/common/ada/ada.cpp b/common/ada/ada.cpp new file mode 100644 index 000000000..2f9263a1f --- /dev/null +++ b/common/ada/ada.cpp @@ -0,0 +1,17406 @@ +/* auto-generated on 2025-01-30 14:25:38 -0500. Do not edit! */ +/* begin file src/ada.cpp */ +#include "ada.h" +/* begin file src/checkers.cpp */ + +#include +#include +#include + +namespace ada::checkers { + +ada_really_inline constexpr bool is_ipv4(std::string_view view) noexcept { + // The string is not empty and does not contain upper case ASCII characters. + // + // Optimization. To be considered as a possible ipv4, the string must end + // with 'x' or a lowercase hex character. + // Most of the time, this will be false so this simple check will save a lot + // of effort. + // If the address ends with a dot, we need to prune it (special case). + if (view.ends_with('.')) { + view.remove_suffix(1); + if (view.empty()) { + return false; + } + } + char last_char = view.back(); + bool possible_ipv4 = (last_char >= '0' && last_char <= '9') || + (last_char >= 'a' && last_char <= 'f') || + last_char == 'x'; + if (!possible_ipv4) { + return false; + } + // From the last character, find the last dot. + size_t last_dot = view.rfind('.'); + if (last_dot != std::string_view::npos) { + // We have at least one dot. + view = view.substr(last_dot + 1); + } + /** Optimization opportunity: we have basically identified the last number of + the ipv4 if we return true here. We might as well parse it and have at + least one number parsed when we get to parse_ipv4. */ + if (std::ranges::all_of(view, ada::checkers::is_digit)) { + return true; + } + // It could be hex (0x), but not if there is a single character. + if (view.size() == 1) { + return false; + } + // It must start with 0x. + if (!view.starts_with("0x")) { + return false; + } + // We must allow "0x". + if (view.size() == 2) { + return true; + } + // We have 0x followed by some characters, we need to check that they are + // hexadecimals. + return std::all_of(view.begin() + 2, view.end(), + ada::unicode::is_lowercase_hex); +} + +// for use with path_signature, we include all characters that need percent +// encoding. +static constexpr std::array path_signature_table = + []() consteval { + std::array result{}; + for (size_t i = 0; i < 256; i++) { + if (i <= 0x20 || i == 0x22 || i == 0x23 || i == 0x3c || i == 0x3e || + i == 0x3f || i == 0x60 || i == 0x7b || i == 0x7d || i > 0x7e) { + result[i] = 1; + } else if (i == 0x25) { + result[i] = 8; + } else if (i == 0x2e) { + result[i] = 4; + } else if (i == 0x5c) { + result[i] = 2; + } else { + result[i] = 0; + } + } + return result; + }(); + +ada_really_inline constexpr uint8_t +path_signature(std::string_view input) noexcept { + // The path percent-encode set is the query percent-encode set and U+003F (?), + // U+0060 (`), U+007B ({), and U+007D (}). The query percent-encode set is the + // C0 control percent-encode set and U+0020 SPACE, U+0022 ("), U+0023 (#), + // U+003C (<), and U+003E (>). The C0 control percent-encode set are the C0 + // controls and all code points greater than U+007E (~). + size_t i = 0; + uint8_t accumulator{}; + for (; i + 7 < input.size(); i += 8) { + accumulator |= uint8_t(path_signature_table[uint8_t(input[i])] | + path_signature_table[uint8_t(input[i + 1])] | + path_signature_table[uint8_t(input[i + 2])] | + path_signature_table[uint8_t(input[i + 3])] | + path_signature_table[uint8_t(input[i + 4])] | + path_signature_table[uint8_t(input[i + 5])] | + path_signature_table[uint8_t(input[i + 6])] | + path_signature_table[uint8_t(input[i + 7])]); + } + for (; i < input.size(); i++) { + accumulator |= uint8_t(path_signature_table[uint8_t(input[i])]); + } + return accumulator; +} + +ada_really_inline constexpr bool +verify_dns_length(std::string_view input) noexcept { + if (input.back() == '.') { + if (input.size() > 254) + return false; + } else if (input.size() > 253) + return false; + + size_t start = 0; + while (start < input.size()) { + auto dot_location = input.find('.', start); + // If not found, it's likely the end of the domain + if (dot_location == std::string_view::npos) + dot_location = input.size(); + + auto label_size = dot_location - start; + if (label_size > 63 || label_size == 0) + return false; + + start = dot_location + 1; + } + + return true; +} +} // namespace ada::checkers +/* end file src/checkers.cpp */ +/* begin file src/unicode.cpp */ + +ADA_PUSH_DISABLE_ALL_WARNINGS +/* begin file src/ada_idna.cpp */ +/* auto-generated on 2024-12-18 09:44:34 -0500. Do not edit! */ +/* begin file src/idna.cpp */ +/* begin file src/unicode_transcoding.cpp */ + +#include +#include +#include + +namespace ada::idna { + +size_t utf8_to_utf32(const char *buf, size_t len, char32_t *utf32_output) { + const uint8_t *data = reinterpret_cast(buf); + size_t pos = 0; + char32_t *start{utf32_output}; + while (pos < len) { + // try to convert the next block of 16 ASCII bytes + if (pos + 16 <= len) { // if it is safe to read 16 more + // bytes, check that they are ascii + uint64_t v1; + std::memcpy(&v1, data + pos, sizeof(uint64_t)); + uint64_t v2; + std::memcpy(&v2, data + pos + sizeof(uint64_t), sizeof(uint64_t)); + uint64_t v{v1 | v2}; + if ((v & 0x8080808080808080) == 0) { + size_t final_pos = pos + 16; + while (pos < final_pos) { + *utf32_output++ = char32_t(buf[pos]); + pos++; + } + continue; + } + } + uint8_t leading_byte = data[pos]; // leading byte + if (leading_byte < 0b10000000) { + // converting one ASCII byte !!! + *utf32_output++ = char32_t(leading_byte); + pos++; + } else if ((leading_byte & 0b11100000) == 0b11000000) { + // We have a two-byte UTF-8 + if (pos + 1 >= len) { + return 0; + } // minimal bound checking + if ((data[pos + 1] & 0b11000000) != 0b10000000) { + return 0; + } + // range check + uint32_t code_point = + (leading_byte & 0b00011111) << 6 | (data[pos + 1] & 0b00111111); + if (code_point < 0x80 || 0x7ff < code_point) { + return 0; + } + *utf32_output++ = char32_t(code_point); + pos += 2; + } else if ((leading_byte & 0b11110000) == 0b11100000) { + // We have a three-byte UTF-8 + if (pos + 2 >= len) { + return 0; + } // minimal bound checking + + if ((data[pos + 1] & 0b11000000) != 0b10000000) { + return 0; + } + if ((data[pos + 2] & 0b11000000) != 0b10000000) { + return 0; + } + // range check + uint32_t code_point = (leading_byte & 0b00001111) << 12 | + (data[pos + 1] & 0b00111111) << 6 | + (data[pos + 2] & 0b00111111); + if (code_point < 0x800 || 0xffff < code_point || + (0xd7ff < code_point && code_point < 0xe000)) { + return 0; + } + *utf32_output++ = char32_t(code_point); + pos += 3; + } else if ((leading_byte & 0b11111000) == 0b11110000) { // 0b11110000 + // we have a 4-byte UTF-8 word. + if (pos + 3 >= len) { + return 0; + } // minimal bound checking + if ((data[pos + 1] & 0b11000000) != 0b10000000) { + return 0; + } + if ((data[pos + 2] & 0b11000000) != 0b10000000) { + return 0; + } + if ((data[pos + 3] & 0b11000000) != 0b10000000) { + return 0; + } + + // range check + uint32_t code_point = (leading_byte & 0b00000111) << 18 | + (data[pos + 1] & 0b00111111) << 12 | + (data[pos + 2] & 0b00111111) << 6 | + (data[pos + 3] & 0b00111111); + if (code_point <= 0xffff || 0x10ffff < code_point) { + return 0; + } + *utf32_output++ = char32_t(code_point); + pos += 4; + } else { + return 0; + } + } + return utf32_output - start; +} + +size_t utf8_length_from_utf32(const char32_t *buf, size_t len) { + // We are not BOM aware. + const uint32_t *p = reinterpret_cast(buf); + size_t counter{0}; + for (size_t i = 0; i != len; ++i) { + ++counter; // ASCII + counter += static_cast(p[i] > 0x7F); // two-byte + counter += static_cast(p[i] > 0x7FF); // three-byte + counter += static_cast(p[i] > 0xFFFF); // four-bytes + } + return counter; +} + +size_t utf32_length_from_utf8(const char *buf, size_t len) { + const int8_t *p = reinterpret_cast(buf); + return std::count_if(p, std::next(p, len), [](int8_t c) { + // -65 is 0b10111111, anything larger in two-complement's + // should start a new code point. + return c > -65; + }); +} + +size_t utf32_to_utf8(const char32_t *buf, size_t len, char *utf8_output) { + const uint32_t *data = reinterpret_cast(buf); + size_t pos = 0; + char *start{utf8_output}; + while (pos < len) { + // try to convert the next block of 2 ASCII characters + if (pos + 2 <= len) { // if it is safe to read 8 more + // bytes, check that they are ascii + uint64_t v; + std::memcpy(&v, data + pos, sizeof(uint64_t)); + if ((v & 0xFFFFFF80FFFFFF80) == 0) { + *utf8_output++ = char(buf[pos]); + *utf8_output++ = char(buf[pos + 1]); + pos += 2; + continue; + } + } + uint32_t word = data[pos]; + if ((word & 0xFFFFFF80) == 0) { + // will generate one UTF-8 bytes + *utf8_output++ = char(word); + pos++; + } else if ((word & 0xFFFFF800) == 0) { + // will generate two UTF-8 bytes + // we have 0b110XXXXX 0b10XXXXXX + *utf8_output++ = char((word >> 6) | 0b11000000); + *utf8_output++ = char((word & 0b111111) | 0b10000000); + pos++; + } else if ((word & 0xFFFF0000) == 0) { + // will generate three UTF-8 bytes + // we have 0b1110XXXX 0b10XXXXXX 0b10XXXXXX + if (word >= 0xD800 && word <= 0xDFFF) { + return 0; + } + *utf8_output++ = char((word >> 12) | 0b11100000); + *utf8_output++ = char(((word >> 6) & 0b111111) | 0b10000000); + *utf8_output++ = char((word & 0b111111) | 0b10000000); + pos++; + } else { + // will generate four UTF-8 bytes + // we have 0b11110XXX 0b10XXXXXX 0b10XXXXXX + // 0b10XXXXXX + if (word > 0x10FFFF) { + return 0; + } + *utf8_output++ = char((word >> 18) | 0b11110000); + *utf8_output++ = char(((word >> 12) & 0b111111) | 0b10000000); + *utf8_output++ = char(((word >> 6) & 0b111111) | 0b10000000); + *utf8_output++ = char((word & 0b111111) | 0b10000000); + pos++; + } + } + return utf8_output - start; +} +} // namespace ada::idna +/* end file src/unicode_transcoding.cpp */ +/* begin file src/mapping.cpp */ + +#include +#include +#include + +/* begin file src/mapping_tables.cpp */ +// IDNA 15.1.0 + +// clang-format off +#ifndef ADA_IDNA_TABLES_H +#define ADA_IDNA_TABLES_H +#include + +namespace ada::idna { + +const uint32_t mappings[5165] = +{ + 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, + 114, 115, 116, 117, 118, 119, 120, 121, 122, 32, 32, 776, 32, 772, 50, 51, 32, 769, + 956, 32, 807, 49, 49, 8260, 52, 49, 8260, 50, 51, 8260, 52, 224, 225, 226, 227, + 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, + 244, 245, 246, 248, 249, 250, 251, 252, 253, 254, 257, 259, 261, 263, 265, 267, + 269, 271, 273, 275, 277, 279, 281, 283, 285, 287, 289, 291, 293, 295, 297, 299, + 301, 303, 105, 775, 309, 311, 314, 316, 318, 108, 183, 322, 324, 326, 328, 700, + 110, 331, 333, 335, 337, 339, 341, 343, 345, 347, 349, 351, 353, 355, 357, 359, + 361, 363, 365, 367, 369, 371, 373, 375, 255, 378, 380, 382, 595, 387, 389, 596, + 392, 598, 599, 396, 477, 601, 603, 402, 608, 611, 617, 616, 409, 623, 626, 629, + 417, 419, 421, 640, 424, 643, 429, 648, 432, 650, 651, 436, 438, 658, 441, 445, + 100, 382, 108, 106, 110, 106, 462, 464, 466, 468, 470, 472, 474, 476, 479, 481, + 483, 485, 487, 489, 491, 493, 495, 100, 122, 501, 405, 447, 505, 507, 509, 511, + 513, 515, 517, 519, 521, 523, 525, 527, 529, 531, 533, 535, 537, 539, 541, 543, + 414, 547, 549, 551, 553, 555, 557, 559, 561, 563, 11365, 572, 410, 11366, 578, 384, + 649, 652, 583, 585, 587, 589, 591, 614, 633, 635, 641, 32, 774, 32, 775, 32, 778, + 32, 808, 32, 771, 32, 779, 661, 768, 787, 776, 769, 953, 881, 883, 697, 887, 32, + 953, 59, 1011, 32, 776, 769, 940, 941, 942, 943, 972, 973, 974, 945, 946, 947, 948, + 949, 950, 951, 952, 954, 955, 957, 958, 959, 960, 961, 963, 964, 965, 966, 967, + 968, 969, 970, 971, 983, 985, 987, 989, 991, 993, 995, 997, 999, 1001, 1003, 1005, + 1007, 1016, 1019, 891, 892, 893, 1104, 1105, 1106, 1107, 1108, 1109, 1110, 1111, + 1112, 1113, 1114, 1115, 1116, 1117, 1118, 1119, 1072, 1073, 1074, 1075, 1076, 1077, + 1078, 1079, 1080, 1081, 1082, 1083, 1084, 1085, 1086, 1087, 1088, 1089, 1090, 1091, + 1092, 1093, 1094, 1095, 1096, 1097, 1098, 1099, 1100, 1101, 1102, 1103, 1121, 1123, + 1125, 1127, 1129, 1131, 1133, 1135, 1137, 1139, 1141, 1143, 1145, 1147, 1149, 1151, + 1153, 1163, 1165, 1167, 1169, 1171, 1173, 1175, 1177, 1179, 1181, 1183, 1185, 1187, + 1189, 1191, 1193, 1195, 1197, 1199, 1201, 1203, 1205, 1207, 1209, 1211, 1213, 1215, + 1218, 1220, 1222, 1224, 1226, 1228, 1230, 1233, 1235, 1237, 1239, 1241, 1243, 1245, + 1247, 1249, 1251, 1253, 1255, 1257, 1259, 1261, 1263, 1265, 1267, 1269, 1271, 1273, + 1275, 1277, 1279, 1281, 1283, 1285, 1287, 1289, 1291, 1293, 1295, 1297, 1299, 1301, + 1303, 1305, 1307, 1309, 1311, 1313, 1315, 1317, 1319, 1321, 1323, 1325, 1327, 1377, + 1378, 1379, 1380, 1381, 1382, 1383, 1384, 1385, 1386, 1387, 1388, 1389, 1390, 1391, + 1392, 1393, 1394, 1395, 1396, 1397, 1398, 1399, 1400, 1401, 1402, 1403, 1404, 1405, + 1406, 1407, 1408, 1409, 1410, 1411, 1412, 1413, 1414, 1381, 1410, 1575, 1652, 1608, + 1652, 1735, 1652, 1610, 1652, 2325, 2364, 2326, 2364, 2327, 2364, 2332, 2364, 2337, + 2364, 2338, 2364, 2347, 2364, 2351, 2364, 2465, 2492, 2466, 2492, 2479, 2492, 2610, + 2620, 2616, 2620, 2582, 2620, 2583, 2620, 2588, 2620, 2603, 2620, 2849, 2876, 2850, + 2876, 3661, 3634, 3789, 3762, 3755, 3737, 3755, 3745, 3851, 3906, 4023, 3916, 4023, + 3921, 4023, 3926, 4023, 3931, 4023, 3904, 4021, 3953, 3954, 3953, 3956, 4018, 3968, + 4018, 3953, 3968, 4019, 3968, 4019, 3953, 3968, 3986, 4023, 3996, 4023, 4001, 4023, + 4006, 4023, 4011, 4023, 3984, 4021, 11559, 11565, 4316, 5104, 5105, 5106, 5107, + 5108, 5109, 42571, 4304, 4305, 4306, 4307, 4308, 4309, 4310, 4311, 4312, 4313, 4314, + 4315, 4317, 4318, 4319, 4320, 4321, 4322, 4323, 4324, 4325, 4326, 4327, 4328, 4329, + 4330, 4331, 4332, 4333, 4334, 4335, 4336, 4337, 4338, 4339, 4340, 4341, 4342, 4343, + 4344, 4345, 4346, 4349, 4350, 4351, 592, 593, 7426, 604, 7446, 7447, 7453, 7461, + 594, 597, 607, 609, 613, 618, 7547, 669, 621, 7557, 671, 625, 624, 627, 628, 632, + 642, 427, 7452, 656, 657, 7681, 7683, 7685, 7687, 7689, 7691, 7693, 7695, 7697, + 7699, 7701, 7703, 7705, 7707, 7709, 7711, 7713, 7715, 7717, 7719, 7721, 7723, 7725, + 7727, 7729, 7731, 7733, 7735, 7737, 7739, 7741, 7743, 7745, 7747, 7749, 7751, 7753, + 7755, 7757, 7759, 7761, 7763, 7765, 7767, 7769, 7771, 7773, 7775, 7777, 7779, 7781, + 7783, 7785, 7787, 7789, 7791, 7793, 7795, 7797, 7799, 7801, 7803, 7805, 7807, 7809, + 7811, 7813, 7815, 7817, 7819, 7821, 7823, 7825, 7827, 7829, 97, 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1609, 1576, 1610, 1578, 1580, + 1578, 1581, 1578, 1582, 1578, 1605, 1578, 1609, 1578, 1610, 1579, 1580, 1579, 1605, + 1579, 1609, 1579, 1610, 1580, 1581, 1580, 1605, 1581, 1605, 1582, 1580, 1582, 1581, + 1582, 1605, 1587, 1580, 1587, 1581, 1587, 1582, 1587, 1605, 1589, 1581, 1589, 1605, + 1590, 1580, 1590, 1581, 1590, 1582, 1590, 1605, 1591, 1581, 1591, 1605, 1592, 1605, + 1593, 1580, 1593, 1605, 1594, 1580, 1594, 1605, 1601, 1580, 1601, 1581, 1601, 1582, + 1601, 1605, 1601, 1609, 1601, 1610, 1602, 1581, 1602, 1605, 1602, 1609, 1602, 1610, + 1603, 1575, 1603, 1580, 1603, 1581, 1603, 1582, 1603, 1604, 1603, 1605, 1603, 1609, + 1603, 1610, 1604, 1580, 1604, 1581, 1604, 1582, 1604, 1605, 1604, 1609, 1604, 1610, + 1605, 1580, 1605, 1605, 1605, 1609, 1605, 1610, 1606, 1580, 1606, 1581, 1606, 1582, + 1606, 1605, 1606, 1609, 1606, 1610, 1607, 1580, 1607, 1605, 1607, 1609, 1607, 1610, + 1610, 1581, 1610, 1582, 1610, 1609, 1584, 1648, 1585, 1648, 1609, 1648, 32, 1612, + 1617, 32, 1613, 1617, 32, 1614, 1617, 32, 1615, 1617, 32, 1616, 1617, 32, 1617, + 1648, 1574, 1585, 1574, 1586, 1574, 1606, 1576, 1585, 1576, 1586, 1576, 1606, 1578, + 1585, 1578, 1586, 1578, 1606, 1579, 1585, 1579, 1586, 1579, 1606, 1605, 1575, 1606, + 1585, 1606, 1586, 1606, 1606, 1610, 1585, 1610, 1586, 1574, 1582, 1574, 1607, 1576, + 1607, 1578, 1607, 1589, 1582, 1604, 1607, 1606, 1607, 1607, 1648, 1579, 1607, 1587, + 1607, 1588, 1605, 1588, 1607, 1600, 1614, 1617, 1600, 1615, 1617, 1600, 1616, 1617, + 1591, 1609, 1591, 1610, 1593, 1609, 1593, 1610, 1594, 1609, 1594, 1610, 1587, 1609, + 1587, 1610, 1588, 1609, 1588, 1610, 1581, 1609, 1580, 1609, 1580, 1610, 1582, 1609, + 1589, 1609, 1589, 1610, 1590, 1609, 1590, 1610, 1588, 1580, 1588, 1581, 1588, 1582, + 1588, 1585, 1587, 1585, 1589, 1585, 1590, 1585, 1575, 1611, 1578, 1580, 1605, 1578, + 1581, 1580, 1578, 1581, 1605, 1578, 1582, 1605, 1578, 1605, 1580, 1578, 1605, 1581, + 1578, 1605, 1582, 1581, 1605, 1610, 1581, 1605, 1609, 1587, 1581, 1580, 1587, 1580, + 1581, 1587, 1580, 1609, 1587, 1605, 1581, 1587, 1605, 1580, 1587, 1605, 1605, 1589, + 1581, 1581, 1589, 1605, 1605, 1588, 1581, 1605, 1588, 1580, 1610, 1588, 1605, 1582, + 1588, 1605, 1605, 1590, 1581, 1609, 1590, 1582, 1605, 1591, 1605, 1581, 1591, 1605, + 1605, 1591, 1605, 1610, 1593, 1580, 1605, 1593, 1605, 1605, 1593, 1605, 1609, 1594, + 1605, 1605, 1594, 1605, 1610, 1594, 1605, 1609, 1601, 1582, 1605, 1602, 1605, 1581, + 1602, 1605, 1605, 1604, 1581, 1605, 1604, 1581, 1610, 1604, 1581, 1609, 1604, 1580, + 1580, 1604, 1582, 1605, 1604, 1605, 1581, 1605, 1581, 1580, 1605, 1581, 1610, 1605, + 1580, 1581, 1605, 1582, 1605, 1605, 1580, 1582, 1607, 1605, 1580, 1607, 1605, 1605, + 1606, 1581, 1605, 1606, 1581, 1609, 1606, 1580, 1605, 1606, 1580, 1609, 1606, 1605, + 1610, 1606, 1605, 1609, 1610, 1605, 1605, 1576, 1582, 1610, 1578, 1580, 1610, 1578, + 1580, 1609, 1578, 1582, 1610, 1578, 1582, 1609, 1578, 1605, 1610, 1578, 1605, 1609, + 1580, 1605, 1610, 1580, 1581, 1609, 1580, 1605, 1609, 1587, 1582, 1609, 1589, 1581, + 1610, 1588, 1581, 1610, 1590, 1581, 1610, 1604, 1580, 1610, 1604, 1605, 1610, 1610, + 1580, 1610, 1610, 1605, 1610, 1605, 1605, 1610, 1602, 1605, 1610, 1606, 1581, 1610, + 1593, 1605, 1610, 1603, 1605, 1610, 1606, 1580, 1581, 1605, 1582, 1610, 1604, 1580, + 1605, 1603, 1605, 1605, 1580, 1581, 1610, 1581, 1580, 1610, 1605, 1580, 1610, 1601, + 1605, 1610, 1576, 1581, 1610, 1587, 1582, 1610, 1606, 1580, 1610, 1589, 1604, 1746, + 1602, 1604, 1746, 1575, 1604, 1604, 1607, 1575, 1603, 1576, 1585, 1605, 1581, 1605, + 1583, 1589, 1604, 1593, 1605, 1585, 1587, 1608, 1604, 1593, 1604, 1610, 1607, 1608, + 1587, 1604, 1605, 1589, 1604, 1609, 1589, 1604, 1609, 32, 1575, 1604, 1604, 1607, + 32, 1593, 1604, 1610, 1607, 32, 1608, 1587, 1604, 1605, 1580, 1604, 32, 1580, 1604, + 1575, 1604, 1607, 1585, 1740, 1575, 1604, 44, 12289, 12310, 12311, 8212, 8211, 95, + 123, 125, 12308, 12309, 12304, 12305, 12298, 12299, 12300, 12301, 12302, 12303, + 91, 93, 35, 38, 42, 45, 60, 62, 92, 36, 37, 64, 32, 1611, 1600, 1611, 1600, 1617, + 32, 1618, 1600, 1618, 1569, 1570, 1571, 1572, 1573, 1577, 1604, 1570, 1604, 1571, + 1604, 1573, 34, 39, 94, 124, 126, 10629, 10630, 12539, 12453, 12515, 162, 163, 172, + 166, 165, 8361, 9474, 8592, 8593, 8594, 8595, 9632, 9675, 66600, 66601, 66602, 66603, + 66604, 66605, 66606, 66607, 66608, 66609, 66610, 66611, 66612, 66613, 66614, 66615, + 66616, 66617, 66618, 66619, 66620, 66621, 66622, 66623, 66624, 66625, 66626, 66627, + 66628, 66629, 66630, 66631, 66632, 66633, 66634, 66635, 66636, 66637, 66638, 66639, + 66776, 66777, 66778, 66779, 66780, 66781, 66782, 66783, 66784, 66785, 66786, 66787, + 66788, 66789, 66790, 66791, 66792, 66793, 66794, 66795, 66796, 66797, 66798, 66799, + 66800, 66801, 66802, 66803, 66804, 66805, 66806, 66807, 66808, 66809, 66810, 66811, + 66967, 66968, 66969, 66970, 66971, 66972, 66973, 66974, 66975, 66976, 66977, 66979, + 66980, 66981, 66982, 66983, 66984, 66985, 66986, 66987, 66988, 66989, 66990, 66991, + 66992, 66993, 66995, 66996, 66997, 66998, 66999, 67000, 67001, 67003, 67004, 720, + 721, 665, 675, 43878, 677, 676, 7569, 600, 606, 681, 612, 610, 667, 668, 615, 644, + 682, 683, 122628, 42894, 622, 122629, 654, 122630, 630, 631, 634, 122632, 638, 680, + 678, 43879, 679, 11377, 655, 673, 674, 664, 448, 449, 450, 122634, 122654, 68800, + 68801, 68802, 68803, 68804, 68805, 68806, 68807, 68808, 68809, 68810, 68811, 68812, + 68813, 68814, 68815, 68816, 68817, 68818, 68819, 68820, 68821, 68822, 68823, 68824, + 68825, 68826, 68827, 68828, 68829, 68830, 68831, 68832, 68833, 68834, 68835, 68836, + 68837, 68838, 68839, 68840, 68841, 68842, 68843, 68844, 68845, 68846, 68847, 68848, + 68849, 68850, 71872, 71873, 71874, 71875, 71876, 71877, 71878, 71879, 71880, 71881, + 71882, 71883, 71884, 71885, 71886, 71887, 71888, 71889, 71890, 71891, 71892, 71893, + 71894, 71895, 71896, 71897, 71898, 71899, 71900, 71901, 71902, 71903, 93792, 93793, + 93794, 93795, 93796, 93797, 93798, 93799, 93800, 93801, 93802, 93803, 93804, 93805, + 93806, 93807, 93808, 93809, 93810, 93811, 93812, 93813, 93814, 93815, 93816, 93817, + 93818, 93819, 93820, 93821, 93822, 93823, 119127, 119141, 119128, 119141, 119128, + 119141, 119150, 119128, 119141, 119151, 119128, 119141, 119152, 119128, 119141, + 119153, 119128, 119141, 119154, 119225, 119141, 119226, 119141, 119225, 119141, + 119150, 119226, 119141, 119150, 119225, 119141, 119151, 119226, 119141, 119151, + 305, 567, 8711, 8706, 1231, 125218, 125219, 125220, 125221, 125222, 125223, 125224, + 125225, 125226, 125227, 125228, 125229, 125230, 125231, 125232, 125233, 125234, + 125235, 125236, 125237, 125238, 125239, 125240, 125241, 125242, 125243, 125244, + 125245, 125246, 125247, 125248, 125249, 125250, 125251, 1646, 1697, 1647, 48, 44, + 49, 44, 50, 44, 51, 44, 52, 44, 53, 44, 54, 44, 55, 44, 56, 44, 57, 44, 12308, 115, + 12309, 119, 122, 104, 118, 115, 100, 115, 115, 112, 112, 118, 119, 99, 109, 114, + 100, 106, 12411, 12363, 12467, 12467, 23383, 21452, 22810, 35299, 20132, 26144, + 28961, 21069, 24460, 20877, 26032, 21021, 32066, 36009, 22768, 21561, 28436, 25237, + 25429, 36938, 25351, 25171, 31105, 31354, 21512, 28288, 30003, 21106, 21942, 37197, + 12308, 26412, 12309, 12308, 19977, 12309, 12308, 20108, 12309, 12308, 23433, 12309, + 12308, 28857, 12309, 12308, 25171, 12309, 12308, 30423, 12309, 12308, 21213, 12309, + 12308, 25943, 12309, 24471, 21487, 20029, 20024, 20033, 131362, 20320, 20411, 20482, + 20602, 20633, 20687, 13470, 132666, 20820, 20836, 20855, 132380, 13497, 20839, 132427, + 20887, 20900, 20172, 20908, 168415, 20995, 13535, 21051, 21062, 21111, 13589, 21253, + 21254, 21321, 21338, 21363, 21373, 21375, 133676, 28784, 21450, 21471, 133987, 21483, + 21489, 21510, 21662, 21560, 21576, 21608, 21666, 21750, 21776, 21843, 21859, 21892, + 21931, 21939, 21954, 22294, 22295, 22097, 22132, 22766, 22478, 22516, 22541, 22411, + 22578, 22577, 22700, 136420, 22770, 22775, 22790, 22818, 22882, 136872, 136938, + 23020, 23067, 23079, 23000, 23142, 14062, 23304, 23358, 137672, 23491, 23512, 23539, + 138008, 23551, 23558, 14209, 23648, 23744, 23693, 138724, 23875, 138726, 23918, + 23915, 23932, 24033, 24034, 14383, 24061, 24104, 24125, 24169, 14434, 139651, 14460, + 24240, 24243, 24246, 172946, 140081, 33281, 24354, 14535, 144056, 156122, 24418, + 24427, 14563, 24474, 24525, 24535, 24569, 24705, 14650, 14620, 141012, 24775, 24904, + 24908, 24954, 25010, 24996, 25007, 25054, 25115, 25181, 25265, 25300, 25424, 142092, + 25405, 25340, 25448, 25475, 25572, 142321, 25634, 25541, 25513, 14894, 25705, 25726, + 25757, 25719, 14956, 25964, 143370, 26083, 26360, 26185, 15129, 15112, 15076, 20882, + 20885, 26368, 26268, 32941, 17369, 26401, 26462, 26451, 144323, 15177, 26618, 26501, + 26706, 144493, 26766, 26655, 26900, 26946, 27043, 27114, 27304, 145059, 27355, 15384, + 27425, 145575, 27476, 15438, 27506, 27551, 27579, 146061, 138507, 146170, 27726, + 146620, 27839, 27853, 27751, 27926, 27966, 28009, 28024, 28037, 146718, 27956, 28207, + 28270, 15667, 28359, 147153, 28153, 28526, 147294, 147342, 28614, 28729, 28699, + 15766, 28746, 28797, 28791, 28845, 132389, 28997, 148067, 29084, 29224, 29264, 149000, + 29312, 29333, 149301, 149524, 29562, 29579, 16044, 29605, 16056, 29767, 29788, 29829, + 29898, 16155, 29988, 150582, 30014, 150674, 139679, 30224, 151457, 151480, 151620, + 16380, 16392, 151795, 151794, 151833, 151859, 30494, 30495, 30603, 16454, 16534, + 152605, 30798, 16611, 153126, 153242, 153285, 31211, 16687, 31306, 31311, 153980, + 154279, 16898, 154539, 31686, 31689, 16935, 154752, 31954, 17056, 31976, 31971, + 32000, 155526, 32099, 17153, 32199, 32258, 32325, 17204, 156200, 156231, 17241, + 156377, 32634, 156478, 32661, 32762, 156890, 156963, 32864, 157096, 32880, 144223, + 17365, 32946, 33027, 17419, 33086, 23221, 157607, 157621, 144275, 144284, 33284, + 36766, 17515, 33425, 33419, 33437, 21171, 33457, 33459, 33469, 33510, 158524, 33565, + 33635, 33709, 33571, 33725, 33767, 33619, 33738, 33740, 33756, 158774, 159083, 158933, + 17707, 34033, 34035, 34070, 160714, 34148, 159532, 17757, 17761, 159665, 159954, + 17771, 34384, 34407, 34409, 34473, 34440, 34574, 34530, 34600, 34667, 34694, 34785, + 34817, 17913, 34912, 161383, 35031, 35038, 17973, 35066, 13499, 161966, 162150, + 18110, 18119, 35488, 162984, 36011, 36033, 36123, 36215, 163631, 133124, 36299, + 36284, 36336, 133342, 36564, 165330, 165357, 37012, 37105, 37137, 165678, 37147, + 37432, 37591, 37592, 37500, 37881, 37909, 166906, 38283, 18837, 38327, 167287, 18918, + 38595, 23986, 38691, 168261, 168474, 19054, 19062, 38880, 168970, 19122, 169110, + 38953, 169398, 39138, 19251, 39209, 39335, 39362, 39422, 19406, 170800, 40000, 40189, + 19662, 19693, 40295, 172238, 19704, 172293, 172558, 172689, 19798, 40702, 40709, + 40719, 40726, 173568, + +}; +const uint32_t table[8002][2] = +{ + {0, 1}, {65, 16777219}, {66, 16777475}, {67, 16777731}, + {68, 16777987}, {69, 16778243}, {70, 16778499}, {71, 16778755}, + {72, 16779011}, {73, 16779267}, {74, 16779523}, {75, 16779779}, + {76, 16780035}, {77, 16780291}, {78, 16780547}, {79, 16780803}, + {80, 16781059}, {81, 16781315}, {82, 16781571}, {83, 16781827}, + {84, 16782083}, {85, 16782339}, {86, 16782595}, {87, 16782851}, + {88, 16783107}, {89, 16783363}, {90, 16783619}, {91, 1}, + {128, 2}, {160, 16783875}, {161, 1}, {168, 33561347}, + {169, 1}, {170, 16777219}, {171, 1}, {173, 0}, + {174, 1}, {175, 33561859}, {176, 1}, {178, 16785155}, + {179, 16785411}, {180, 33562883}, {181, 16786179}, {182, 1}, + {184, 33563651}, {185, 16786947}, {186, 16780803}, {187, 1}, + {188, 50341635}, {189, 50342403}, {190, 50343171}, {191, 1}, + {192, 16789507}, {193, 16789763}, {194, 16790019}, {195, 16790275}, + {196, 16790531}, {197, 16790787}, {198, 16791043}, {199, 16791299}, + {200, 16791555}, {201, 16791811}, {202, 16792067}, {203, 16792323}, + {204, 16792579}, {205, 16792835}, {206, 16793091}, {207, 16793347}, + {208, 16793603}, {209, 16793859}, {210, 16794115}, {211, 16794371}, + {212, 16794627}, {213, 16794883}, {214, 16795139}, {215, 1}, + {216, 16795395}, {217, 16795651}, {218, 16795907}, {219, 16796163}, + {220, 16796419}, {221, 16796675}, {222, 16796931}, {223, 1}, + {256, 16797187}, {257, 1}, {258, 16797443}, {259, 1}, + {260, 16797699}, {261, 1}, {262, 16797955}, {263, 1}, + {264, 16798211}, {265, 1}, {266, 16798467}, {267, 1}, + {268, 16798723}, {269, 1}, {270, 16798979}, {271, 1}, + {272, 16799235}, {273, 1}, {274, 16799491}, {275, 1}, + {276, 16799747}, {277, 1}, {278, 16800003}, {279, 1}, + {280, 16800259}, {281, 1}, {282, 16800515}, {283, 1}, + {284, 16800771}, {285, 1}, {286, 16801027}, {287, 1}, + {288, 16801283}, {289, 1}, {290, 16801539}, {291, 1}, + {292, 16801795}, {293, 1}, {294, 16802051}, {295, 1}, + {296, 16802307}, {297, 1}, {298, 16802563}, {299, 1}, + {300, 16802819}, {301, 1}, {302, 16803075}, {303, 1}, + {304, 33580547}, {305, 1}, {306, 33556483}, {308, 16803843}, + {309, 1}, {310, 16804099}, {311, 1}, 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{195026, 17180163}, {195027, 18082051}, {195028, 18082307}, {195029, 18082563}, + {195030, 18082819}, {195031, 18083075}, {195032, 18083331}, {195033, 18083587}, + {195034, 18083843}, {195035, 18084099}, {195036, 18084355}, {195037, 18084611}, + {195038, 18084867}, {195039, 17637891}, {195040, 18085123}, {195041, 18085379}, + {195042, 18085635}, {195043, 18085891}, {195044, 18086147}, {195045, 18086403}, + {195046, 18086659}, {195047, 18086915}, {195048, 18087171}, {195049, 18087427}, + {195050, 18087683}, {195051, 18087939}, {195052, 18088195}, {195053, 18088451}, + {195054, 18088707}, {195055, 18088963}, {195056, 18089219}, {195057, 18089475}, + {195058, 18089731}, {195059, 18089987}, {195060, 18090243}, {195061, 18090499}, + {195062, 18090755}, {195063, 18091011}, {195064, 18091267}, {195065, 18091523}, + {195066, 18091779}, {195067, 18092035}, {195068, 18092291}, {195069, 18092547}, + {195070, 17639427}, {195072, 18092803}, {195073, 18093059}, {195074, 18093315}, + {195075, 18093571}, {195076, 18093827}, {195077, 18094083}, {195078, 18094339}, + {195079, 18094595}, {195080, 18094851}, {195081, 18095107}, {195082, 17639683}, + {195083, 18095363}, {195084, 18095619}, {195085, 18095875}, {195086, 18096131}, + {195087, 18096387}, {195088, 18096643}, {195089, 18096899}, {195090, 18097155}, + {195091, 18097411}, {195092, 18097667}, {195093, 17192451}, {195094, 18097923}, + {195095, 17193475}, {195096, 18098179}, {195097, 18098435}, {195098, 18098691}, + {195099, 18098947}, {195100, 17194755}, {195101, 18099203}, {195102, 2}, + {196608, 1}, {201547, 2}, {201552, 1}, {205744, 2}, + {917760, 0}, {918000, 2} +}; + + +} // namespace ada::idna +#endif // ADA_IDNA_TABLES_H +/* end file src/mapping_tables.cpp */ + +namespace ada::idna { + +// This can be greatly accelerated. For now we just use a simply +// binary search. In practice, you should *not* do that. +uint32_t find_range_index(uint32_t key) { + //////////////// + // This could be implemented with std::lower_bound, but we roll our own + // because we want to allow further optimizations in the future. + //////////////// + uint32_t len = std::size(table); + uint32_t low = 0; + uint32_t high = len - 1; + while (low <= high) { + uint32_t middle_index = (low + high) >> 1; // cannot overflow + uint32_t middle_value = table[middle_index][0]; + if (middle_value < key) { + low = middle_index + 1; + } else if (middle_value > key) { + high = middle_index - 1; + } else { + return middle_index; // perfect match + } + } + return low == 0 ? 0 : low - 1; +} + +bool ascii_has_upper_case(char* input, size_t length) { + auto broadcast = [](uint8_t v) -> uint64_t { + return 0x101010101010101ull * v; + }; + uint64_t broadcast_80 = broadcast(0x80); + uint64_t broadcast_Ap = broadcast(128 - 'A'); + uint64_t broadcast_Zp = broadcast(128 - 'Z' - 1); + size_t i = 0; + + uint64_t runner{0}; + + for (; i + 7 < length; i += 8) { + uint64_t word{}; + memcpy(&word, input + i, sizeof(word)); + runner |= (((word + broadcast_Ap) ^ (word + broadcast_Zp)) & broadcast_80); + } + if (i < length) { + uint64_t word{}; + memcpy(&word, input + i, length - i); + runner |= (((word + broadcast_Ap) ^ (word + broadcast_Zp)) & broadcast_80); + } + return runner != 0; +} + +void ascii_map(char* input, size_t length) { + auto broadcast = [](uint8_t v) -> uint64_t { + return 0x101010101010101ull * v; + }; + uint64_t broadcast_80 = broadcast(0x80); + uint64_t broadcast_Ap = broadcast(128 - 'A'); + uint64_t broadcast_Zp = broadcast(128 - 'Z' - 1); + size_t i = 0; + + for (; i + 7 < length; i += 8) { + uint64_t word{}; + memcpy(&word, input + i, sizeof(word)); + word ^= + (((word + broadcast_Ap) ^ (word + broadcast_Zp)) & broadcast_80) >> 2; + memcpy(input + i, &word, sizeof(word)); + } + if (i < length) { + uint64_t word{}; + memcpy(&word, input + i, length - i); + word ^= + (((word + broadcast_Ap) ^ (word + broadcast_Zp)) & broadcast_80) >> 2; + memcpy(input + i, &word, length - i); + } +} + +// Map the characters according to IDNA, returning the empty string on error. +std::u32string map(std::u32string_view input) { + // [Map](https://www.unicode.org/reports/tr46/#ProcessingStepMap). + // For each code point in the domain_name string, look up the status + // value in Section 5, [IDNA Mapping + // Table](https://www.unicode.org/reports/tr46/#IDNA_Mapping_Table), + // and take the following actions: + // * disallowed: Leave the code point unchanged in the string, and + // record that there was an error. + // * ignored: Remove the code point from the string. This is + // equivalent to mapping the code point to an empty string. + // * mapped: Replace the code point in the string by the value for + // the mapping in Section 5, [IDNA Mapping + // Table](https://www.unicode.org/reports/tr46/#IDNA_Mapping_Table). + // * valid: Leave the code point unchanged in the string. + static std::u32string error = U""; + std::u32string answer; + answer.reserve(input.size()); + for (char32_t x : input) { + size_t index = find_range_index(x); + uint32_t descriptor = table[index][1]; + uint8_t code = uint8_t(descriptor); + switch (code) { + case 0: + break; // nothing to do, ignored + case 1: + answer.push_back(x); // valid, we just copy it to output + break; + case 2: + return error; // disallowed + // case 3 : + default: + // We have a mapping + { + size_t char_count = (descriptor >> 24); + uint16_t char_index = uint16_t(descriptor >> 8); + for (size_t idx = char_index; idx < char_index + char_count; idx++) { + answer.push_back(mappings[idx]); + } + } + } + } + return answer; +} +} // namespace ada::idna +/* end file src/mapping.cpp */ +/* begin file src/normalization.cpp */ +/* begin file src/normalization_tables.cpp */ +// IDNA 15.0.0 + +// clang-format off +#ifndef ADA_IDNA_NORMALIZATION_TABLES_H +#define ADA_IDNA_NORMALIZATION_TABLES_H +#include + +/** + * Unicode Standard Annex #15 + * + * UNICODE NORMALIZATION FORMS + * https://www.unicode.org/reports/tr15/ + * + * See https://github.com/uni-algo/uni-algo/blob/c612968c5ed3ace39bde4c894c24286c5f2c7fe2/include/uni_algo/impl/data/data_norm.h for reference. + */ + +namespace ada::idna { + +const uint8_t decomposition_index[4352] = { + 0, 1, 2, 3, 4, 5, 6, 7, 7, 8, 9, 10, 11, 12, 13, 14, 15, 7, 7, + 7, 7, 7, 7, 7, 7, 7, 7, 16, 7, 17, 18, 19, 20, 21, 22, 23, 24, 7, + 7, 7, 7, 7, 25, 7, 26, 27, 28, 29, 30, 31, 32, 33, 7, 7, 7, 7, 7, + 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, + 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, + 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 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36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, 36408, + 36408, 36408, 36408, 36408, 36408, 36408, 36408}}; +const char32_t decomposition_data[9102] = { + 0, 32, 32, 776, 97, 32, 772, 50, 51, + 32, 769, 956, 32, 807, 49, 111, 49, 8260, + 52, 49, 8260, 50, 51, 8260, 52, 65, 768, + 65, 769, 65, 770, 65, 771, 65, 776, 65, + 778, 67, 807, 69, 768, 69, 769, 69, 770, + 69, 776, 73, 768, 73, 769, 73, 770, 73, + 776, 78, 771, 79, 768, 79, 769, 79, 770, + 79, 771, 79, 776, 85, 768, 85, 769, 85, + 770, 85, 776, 89, 769, 97, 768, 97, 769, + 97, 770, 97, 771, 97, 776, 97, 778, 99, + 807, 101, 768, 101, 769, 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157607, 157621, 144275, 144284, + 33281, 33284, 36766, 17515, 33425, 33419, 33437, 21171, 33457, + 33459, 33469, 33510, 158524, 33509, 33565, 33635, 33709, 33571, + 33725, 33767, 33879, 33619, 33738, 33740, 33756, 158774, 159083, + 158933, 17707, 34033, 34035, 34070, 160714, 34148, 159532, 17757, + 17761, 159665, 159954, 17771, 34384, 34396, 34407, 34409, 34473, + 34440, 34574, 34530, 34681, 34600, 34667, 34694, 17879, 34785, + 34817, 17913, 34912, 34915, 161383, 35031, 35038, 17973, 35066, + 13499, 161966, 162150, 18110, 18119, 35488, 35565, 35722, 35925, + 162984, 36011, 36033, 36123, 36215, 163631, 133124, 36299, 36284, + 36336, 133342, 36564, 36664, 165330, 165357, 37012, 37105, 37137, + 165678, 37147, 37432, 37591, 37592, 37500, 37881, 37909, 166906, + 38283, 18837, 38327, 167287, 18918, 38595, 23986, 38691, 168261, + 168474, 19054, 19062, 38880, 168970, 19122, 169110, 38923, 38923, + 38953, 169398, 39138, 19251, 39209, 39335, 39362, 39422, 19406, + 170800, 39698, 40000, 40189, 19662, 19693, 40295, 172238, 19704, + 172293, 172558, 172689, 40635, 19798, 40697, 40702, 40709, 40719, + 40726, 40763, 173568}; + +const uint8_t canonical_combining_class_index[4352] = { + 0, 0, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 0, 0, + 15, 0, 0, 0, 16, 17, 18, 19, 20, 21, 22, 0, 0, 23, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 24, 25, 0, 0, 26, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 0, 28, 29, 30, + 31, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 32, 0, 0, 33, 0, 0, 34, 35, 36, 0, 0, 0, 0, 0, 0, + 37, 0, 0, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 0, 52, + 53, 0, 54, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 55, 56, 0, 0, 0, 57, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 58, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 59, 60, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 61, 56, 62, 0, 63, 0, 0, 0, 64, 65, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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230, 220, 220, 0, 230, 230, 230, 220, 220, 220, 220, 230, 232, 220, + 220, 230, 233, 234, 234, 233, 234, 234, 233, 230, 230, 230, 230, 230, 230, + 230, 230, 230, 230, 230, 230, 230, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0}, + {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 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220, 220, 220, 230, 230, 220, 230, 230, 222, 228, 230, 10, 11, 12, 13, + 14, 15, 16, 17, 18, 19, 19, 20, 21, 22, 0, 23, 0, 24, 25, + 0, 230, 220, 0, 18, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0}, + {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 230, 230, 230, 230, 230, 230, 230, 230, 30, 31, 32, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 27, 28, 29, 30, 31, 32, 33, 34, 230, 230, 220, 220, 230, 230, 230, + 230, 230, 220, 230, 230, 220, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 35, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 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0, 0, 0, 0, 0, 0, 0, 230, 230, 230, 230, 230, + 230, 230, 220, 230, 0, 0, 0, 0, 0, 0, 0, 0, 0, 220, 0, + 0}, + {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 230, 230, 230, 230, 0, 230, 230, 230, + 230, 230, 230, 230, 230, 230, 0, 230, 230, 230, 0, 230, 230, 230, 230, + 230, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 220, + 220, 220, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 230, 220, 220, 220, 230, 230, 230, 230, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 230, 230, 230, 230, 230, 220, 220, 220, + 220, 220, 230, 230, 230, 230, 230, 230, 230, 230, 230, 230, 230, 230, 230, + 230, 0, 220, 230, 230, 220, 230, 230, 220, 230, 230, 230, 220, 220, 220, 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0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, + {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 216, 216, 1, 1, 1, 0, 0, 0, 226, 216, 216, + 216, 216, 216, 0, 0, 0, 0, 0, 0, 0, 0, 220, 220, 220, 220, 220, + 220, 220, 220, 0, 0, 230, 230, 230, 230, 230, 220, 220, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 230, 230, 230, 230, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, + {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 230, 230, 230, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, + {230, 230, 230, 230, 230, 230, 230, 0, 230, 230, 230, 230, 230, 230, 230, + 230, 230, 230, 230, 230, 230, 230, 230, 230, 230, 0, 0, 230, 230, 230, + 230, 230, 230, 230, 0, 230, 230, 0, 230, 230, 230, 230, 230, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 230, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0}, + {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 230, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 230, 230, 230, 230, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, + {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 232, 232, 220, 230, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, + {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 220, 220, 220, 220, 220, 220, 220, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}, + {0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 230, 230, 230, 230, 230, 230, 7, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}}; + +const uint8_t composition_index[4352] = { + 0, 1, 2, 3, 4, 5, 6, 5, 5, 7, 5, 8, 9, 10, 5, 5, 11, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 12, 5, 5, 13, 14, 5, 15, 16, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 17, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 18, 19, 5, 20, 21, 22, 5, 5, 5, 23, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 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5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5}; +const uint16_t composition_block[67][257] = { + {1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 3, 5, 7, 7, 7, 39, 45, 55, 67, 101, 103, 117, 131, 161, + 163, 173, 185, 191, 209, 241, 245, 245, 261, 275, 289, 327, 331, 343, 347, + 365, 377, 377, 377, 377, 377, 377, 377, 409, 415, 425, 437, 471, 473, 487, + 503, 531, 535, 545, 557, 563, 581, 613, 617, 617, 633, 647, 663, 701, 705, + 719, 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7918, 777, + 7916, 803, 7920, 768, 7915, 769, 7913, 771, 7919, 777, 7917, + 803, 7921, 780, 494, 772, 492, 772, 493, 772, 480, 772, + 481, 774, 7708, 774, 7709, 772, 560, 772, 561, 780, 495, + 768, 8122, 769, 902, 772, 8121, 774, 8120, 787, 7944, 788, + 7945, 837, 8124, 768, 8136, 769, 904, 787, 7960, 788, 7961, + 768, 8138, 769, 905, 787, 7976, 788, 7977, 837, 8140, 768, + 8154, 769, 906, 772, 8153, 774, 8152, 776, 938, 787, 7992, + 788, 7993, 768, 8184, 769, 908, 787, 8008, 788, 8009, 788, + 8172, 768, 8170, 769, 910, 772, 8169, 774, 8168, 776, 939, + 788, 8025, 768, 8186, 769, 911, 787, 8040, 788, 8041, 837, + 8188, 837, 8116, 837, 8132, 768, 8048, 769, 940, 772, 8113, + 774, 8112, 787, 7936, 788, 7937, 834, 8118, 837, 8115, 768, + 8050, 769, 941, 787, 7952, 788, 7953, 768, 8052, 769, 942, + 787, 7968, 788, 7969, 834, 8134, 837, 8131, 768, 8054, 769, + 943, 772, 8145, 774, 8144, 776, 970, 787, 7984, 788, 7985, + 834, 8150, 768, 8056, 769, 972, 787, 8000, 788, 8001, 787, + 8164, 788, 8165, 768, 8058, 769, 973, 772, 8161, 774, 8160, + 776, 971, 787, 8016, 788, 8017, 834, 8166, 768, 8060, 769, + 974, 787, 8032, 788, 8033, 834, 8182, 837, 8179, 768, 8146, + 769, 912, 834, 8151, 768, 8162, 769, 944, 834, 8167, 837, + 8180, 769, 979, 776, 980, 776, 1031, 774, 1232, 776, 1234, + 769, 1027, 768, 1024, 774, 1238, 776, 1025, 774, 1217, 776, + 1244, 776, 1246, 768, 1037, 772, 1250, 774, 1049, 776, 1252, + 769, 1036, 776, 1254, 772, 1262, 774, 1038, 776, 1264, 779, + 1266, 776, 1268, 776, 1272, 776, 1260, 774, 1233, 776, 1235, + 769, 1107, 768, 1104, 774, 1239, 776, 1105, 774, 1218, 776, + 1245, 776, 1247, 768, 1117, 772, 1251, 774, 1081, 776, 1253, + 769, 1116, 776, 1255, 772, 1263, 774, 1118, 776, 1265, 779, + 1267, 776, 1269, 776, 1273, 776, 1261, 776, 1111, 783, 1142, + 783, 1143, 776, 1242, 776, 1243, 776, 1258, 776, 1259, 1619, + 1570, 1620, 1571, 1621, 1573, 1620, 1572, 1620, 1574, 1620, 1730, + 1620, 1747, 1620, 1728, 2364, 2345, 2364, 2353, 2364, 2356, 2494, + 2507, 2519, 2508, 2878, 2891, 2902, 2888, 2903, 2892, 3031, 2964, + 3006, 3018, 3031, 3020, 3006, 3019, 3158, 3144, 3285, 3264, 3266, + 3274, 3285, 3271, 3286, 3272, 3285, 3275, 3390, 3402, 3415, 3404, + 3390, 3403, 3530, 3546, 3535, 3548, 3551, 3550, 3530, 3549, 4142, + 4134, 6965, 6918, 6965, 6920, 6965, 6922, 6965, 6924, 6965, 6926, + 6965, 6930, 6965, 6971, 6965, 6973, 6965, 6976, 6965, 6977, 6965, + 6979, 772, 7736, 772, 7737, 772, 7772, 772, 7773, 775, 7784, + 775, 7785, 770, 7852, 774, 7862, 770, 7853, 774, 7863, 770, + 7878, 770, 7879, 770, 7896, 770, 7897, 768, 7938, 769, 7940, + 834, 7942, 837, 8064, 768, 7939, 769, 7941, 834, 7943, 837, + 8065, 837, 8066, 837, 8067, 837, 8068, 837, 8069, 837, 8070, + 837, 8071, 768, 7946, 769, 7948, 834, 7950, 837, 8072, 768, + 7947, 769, 7949, 834, 7951, 837, 8073, 837, 8074, 837, 8075, + 837, 8076, 837, 8077, 837, 8078, 837, 8079, 768, 7954, 769, + 7956, 768, 7955, 769, 7957, 768, 7962, 769, 7964, 768, 7963, + 769, 7965, 768, 7970, 769, 7972, 834, 7974, 837, 8080, 768, + 7971, 769, 7973, 834, 7975, 837, 8081, 837, 8082, 837, 8083, + 837, 8084, 837, 8085, 837, 8086, 837, 8087, 768, 7978, 769, + 7980, 834, 7982, 837, 8088, 768, 7979, 769, 7981, 834, 7983, + 837, 8089, 837, 8090, 837, 8091, 837, 8092, 837, 8093, 837, + 8094, 837, 8095, 768, 7986, 769, 7988, 834, 7990, 768, 7987, + 769, 7989, 834, 7991, 768, 7994, 769, 7996, 834, 7998, 768, + 7995, 769, 7997, 834, 7999, 768, 8002, 769, 8004, 768, 8003, + 769, 8005, 768, 8010, 769, 8012, 768, 8011, 769, 8013, 768, + 8018, 769, 8020, 834, 8022, 768, 8019, 769, 8021, 834, 8023, + 768, 8027, 769, 8029, 834, 8031, 768, 8034, 769, 8036, 834, + 8038, 837, 8096, 768, 8035, 769, 8037, 834, 8039, 837, 8097, + 837, 8098, 837, 8099, 837, 8100, 837, 8101, 837, 8102, 837, + 8103, 768, 8042, 769, 8044, 834, 8046, 837, 8104, 768, 8043, + 769, 8045, 834, 8047, 837, 8105, 837, 8106, 837, 8107, 837, + 8108, 837, 8109, 837, 8110, 837, 8111, 837, 8114, 837, 8130, + 837, 8178, 837, 8119, 768, 8141, 769, 8142, 834, 8143, 837, + 8135, 837, 8183, 768, 8157, 769, 8158, 834, 8159, 824, 8602, + 824, 8603, 824, 8622, 824, 8653, 824, 8655, 824, 8654, 824, + 8708, 824, 8713, 824, 8716, 824, 8740, 824, 8742, 824, 8769, + 824, 8772, 824, 8775, 824, 8777, 824, 8813, 824, 8802, 824, + 8816, 824, 8817, 824, 8820, 824, 8821, 824, 8824, 824, 8825, + 824, 8832, 824, 8833, 824, 8928, 824, 8929, 824, 8836, 824, + 8837, 824, 8840, 824, 8841, 824, 8930, 824, 8931, 824, 8876, + 824, 8877, 824, 8878, 824, 8879, 824, 8938, 824, 8939, 824, + 8940, 824, 8941, 12441, 12436, 12441, 12364, 12441, 12366, 12441, 12368, + 12441, 12370, 12441, 12372, 12441, 12374, 12441, 12376, 12441, 12378, 12441, + 12380, 12441, 12382, 12441, 12384, 12441, 12386, 12441, 12389, 12441, 12391, + 12441, 12393, 12441, 12400, 12442, 12401, 12441, 12403, 12442, 12404, 12441, + 12406, 12442, 12407, 12441, 12409, 12442, 12410, 12441, 12412, 12442, 12413, + 12441, 12446, 12441, 12532, 12441, 12460, 12441, 12462, 12441, 12464, 12441, + 12466, 12441, 12468, 12441, 12470, 12441, 12472, 12441, 12474, 12441, 12476, + 12441, 12478, 12441, 12480, 12441, 12482, 12441, 12485, 12441, 12487, 12441, + 12489, 12441, 12496, 12442, 12497, 12441, 12499, 12442, 12500, 12441, 12502, + 12442, 12503, 12441, 12505, 12442, 12506, 12441, 12508, 12442, 12509, 12441, + 12535, 12441, 12536, 12441, 12537, 12441, 12538, 12441, 12542, 69818, 69786, + 69818, 69788, 69818, 69803, 69927, 69934, 69927, 69935, 70462, 70475, 70487, + 70476, 70832, 70844, 70842, 70843, 70845, 70846, 71087, 71098, 71087, 71099, + 71984, 71992}; + +} // namespace ada::idna +#endif // ADA_IDNA_NORMALIZATION_TABLES_H +/* end file src/normalization_tables.cpp */ + +namespace ada::idna { + +// See +// https://github.com/uni-algo/uni-algo/blob/c612968c5ed3ace39bde4c894c24286c5f2c7fe2/include/uni_algo/impl/impl_norm.h#L467 +constexpr char32_t hangul_sbase = 0xAC00; +constexpr char32_t hangul_tbase = 0x11A7; +constexpr char32_t hangul_vbase = 0x1161; +constexpr char32_t hangul_lbase = 0x1100; +constexpr char32_t hangul_lcount = 19; +constexpr char32_t hangul_vcount = 21; +constexpr char32_t hangul_tcount = 28; +constexpr char32_t hangul_ncount = hangul_vcount * hangul_tcount; +constexpr char32_t hangul_scount = + hangul_lcount * hangul_vcount * hangul_tcount; + +std::pair compute_decomposition_length( + const std::u32string_view input) noexcept { + bool decomposition_needed{false}; + size_t additional_elements{0}; + for (char32_t current_character : input) { + size_t decomposition_length{0}; + + if (current_character >= hangul_sbase && + current_character < hangul_sbase + hangul_scount) { + decomposition_length = 2; + if ((current_character - hangul_sbase) % hangul_tcount) { + decomposition_length = 3; + } + } else if (current_character < 0x110000) { + const uint8_t di = decomposition_index[current_character >> 8]; + const uint16_t* const decomposition = + decomposition_block[di] + (current_character % 256); + decomposition_length = (decomposition[1] >> 2) - (decomposition[0] >> 2); + if ((decomposition_length > 0) && (decomposition[0] & 1)) { + decomposition_length = 0; + } + } + if (decomposition_length != 0) { + decomposition_needed = true; + additional_elements += decomposition_length - 1; + } + } + return {decomposition_needed, additional_elements}; +} + +void decompose(std::u32string& input, size_t additional_elements) { + input.resize(input.size() + additional_elements); + for (size_t descending_idx = input.size(), + input_count = descending_idx - additional_elements; + input_count--;) { + if (input[input_count] >= hangul_sbase && + input[input_count] < hangul_sbase + hangul_scount) { + // Hangul decomposition. + char32_t s_index = input[input_count] - hangul_sbase; + if (s_index % hangul_tcount != 0) { + input[--descending_idx] = hangul_tbase + s_index % hangul_tcount; + } + input[--descending_idx] = + hangul_vbase + (s_index % hangul_ncount) / hangul_tcount; + input[--descending_idx] = hangul_lbase + s_index / hangul_ncount; + } else if (input[input_count] < 0x110000) { + // Check decomposition_data. + const uint16_t* decomposition = + decomposition_block[decomposition_index[input[input_count] >> 8]] + + (input[input_count] % 256); + uint16_t decomposition_length = + (decomposition[1] >> 2) - (decomposition[0] >> 2); + if (decomposition_length > 0 && (decomposition[0] & 1)) { + decomposition_length = 0; + } + if (decomposition_length > 0) { + // Non-recursive decomposition. + while (decomposition_length-- > 0) { + input[--descending_idx] = decomposition_data[(decomposition[0] >> 2) + + decomposition_length]; + } + } else { + // No decomposition. + input[--descending_idx] = input[input_count]; + } + } else { + // Non-Unicode character. + input[--descending_idx] = input[input_count]; + } + } +} + +uint8_t get_ccc(char32_t c) noexcept { + return c < 0x110000 ? canonical_combining_class_block + [canonical_combining_class_index[c >> 8]][c % 256] + : 0; +} + +void sort_marks(std::u32string& input) { + for (size_t idx = 1; idx < input.size(); idx++) { + uint8_t ccc = get_ccc(input[idx]); + if (ccc == 0) { + continue; + } // Skip non-combining characters. + auto current_character = input[idx]; + size_t back_idx = idx; + while (back_idx != 0 && get_ccc(input[back_idx - 1]) > ccc) { + input[back_idx] = input[back_idx - 1]; + back_idx--; + } + input[back_idx] = current_character; + } +} + +void decompose_nfc(std::u32string& input) { + /** + * Decompose the domain_name string to Unicode Normalization Form C. + * @see https://www.unicode.org/reports/tr46/#ProcessingStepDecompose + */ + auto [decomposition_needed, additional_elements] = + compute_decomposition_length(input); + if (decomposition_needed) { + decompose(input, additional_elements); + } + sort_marks(input); +} + +void compose(std::u32string& input) { + /** + * Compose the domain_name string to Unicode Normalization Form C. + * @see https://www.unicode.org/reports/tr46/#ProcessingStepCompose + */ + size_t input_count{0}; + size_t composition_count{0}; + for (; input_count < input.size(); input_count++, composition_count++) { + input[composition_count] = input[input_count]; + if (input[input_count] >= hangul_lbase && + input[input_count] < hangul_lbase + hangul_lcount) { + if (input_count + 1 < input.size() && + input[input_count + 1] >= hangul_vbase && + input[input_count + 1] < hangul_vbase + hangul_vcount) { + input[composition_count] = + hangul_sbase + + ((input[input_count] - hangul_lbase) * hangul_vcount + + input[input_count + 1] - hangul_vbase) * + hangul_tcount; + input_count++; + if (input_count + 1 < input.size() && + input[input_count + 1] > hangul_tbase && + input[input_count + 1] < hangul_tbase + hangul_tcount) { + input[composition_count] += input[++input_count] - hangul_tbase; + } + } + } else if (input[input_count] >= hangul_sbase && + input[input_count] < hangul_sbase + hangul_scount) { + if ((input[input_count] - hangul_sbase) % hangul_tcount && + input_count + 1 < input.size() && + input[input_count + 1] > hangul_tbase && + input[input_count + 1] < hangul_tbase + hangul_tcount) { + input[composition_count] += input[++input_count] - hangul_tbase; + } + } else if (input[input_count] < 0x110000) { + const uint16_t* composition = + &composition_block[composition_index[input[input_count] >> 8]] + [input[input_count] % 256]; + size_t initial_composition_count = composition_count; + for (int32_t previous_ccc = -1; input_count + 1 < input.size(); + input_count++) { + uint8_t ccc = get_ccc(input[input_count + 1]); + + if (composition[1] != composition[0] && previous_ccc < ccc) { + // Try finding a composition. + uint16_t left = composition[0]; + uint16_t right = composition[1]; + while (left + 2 < right) { + // mean without overflow + uint16_t middle = left + (((right - left) >> 1) & ~1); + if (composition_data[middle] <= input[input_count + 1]) { + left = middle; + } + if (composition_data[middle] >= input[input_count + 1]) { + right = middle; + } + } + if (composition_data[left] == input[input_count + 1]) { + input[initial_composition_count] = composition_data[left + 1]; + composition = + &composition_block + [composition_index[composition_data[left + 1] >> 8]] + [composition_data[left + 1] % 256]; + continue; + } + } + + if (ccc == 0) { + break; + } // Not a combining character. + previous_ccc = ccc; + input[++composition_count] = input[input_count + 1]; + } + } + } + + if (composition_count < input_count) { + input.resize(composition_count); + } +} + +void normalize(std::u32string& input) { + /** + * Normalize the domain_name string to Unicode Normalization Form C. + * @see https://www.unicode.org/reports/tr46/#ProcessingStepNormalize + */ + decompose_nfc(input); + compose(input); +} + +} // namespace ada::idna +/* end file src/normalization.cpp */ +/* begin file src/punycode.cpp */ + +#include + +namespace ada::idna { + +constexpr int32_t base = 36; +constexpr int32_t tmin = 1; +constexpr int32_t tmax = 26; +constexpr int32_t skew = 38; +constexpr int32_t damp = 700; +constexpr int32_t initial_bias = 72; +constexpr uint32_t initial_n = 128; + +static constexpr int32_t char_to_digit_value(char value) { + if (value >= 'a' && value <= 'z') return value - 'a'; + if (value >= '0' && value <= '9') return value - '0' + 26; + return -1; +} + +static constexpr char digit_to_char(int32_t digit) { + return digit < 26 ? char(digit + 97) : char(digit + 22); +} + +static constexpr int32_t adapt(int32_t d, int32_t n, bool firsttime) { + if (firsttime) { + d = d / damp; + } else { + d = d / 2; + } + d += d / n; + int32_t k = 0; + while (d > ((base - tmin) * tmax) / 2) { + d /= base - tmin; + k += base; + } + return k + (((base - tmin + 1) * d) / (d + skew)); +} + +bool punycode_to_utf32(std::string_view input, std::u32string &out) { + int32_t written_out{0}; + out.reserve(out.size() + input.size()); + uint32_t n = initial_n; + int32_t i = 0; + int32_t bias = initial_bias; + // grab ascii content + size_t end_of_ascii = input.find_last_of('-'); + if (end_of_ascii != std::string_view::npos) { + for (uint8_t c : input.substr(0, end_of_ascii)) { + if (c >= 0x80) { + return false; + } + out.push_back(c); + written_out++; + } + input.remove_prefix(end_of_ascii + 1); + } + while (!input.empty()) { + int32_t oldi = i; + int32_t w = 1; + for (int32_t k = base;; k += base) { + if (input.empty()) { + return false; + } + uint8_t code_point = input.front(); + input.remove_prefix(1); + int32_t digit = char_to_digit_value(code_point); + if (digit < 0) { + return false; + } + if (digit > (0x7fffffff - i) / w) { + return false; + } + i = i + digit * w; + int32_t t = k <= bias ? tmin : k >= bias + tmax ? tmax : k - bias; + if (digit < t) { + break; + } + if (w > 0x7fffffff / (base - t)) { + return false; + } + w = w * (base - t); + } + bias = adapt(i - oldi, written_out + 1, oldi == 0); + if (i / (written_out + 1) > int32_t(0x7fffffff - n)) { + return false; + } + n = n + i / (written_out + 1); + i = i % (written_out + 1); + if (n < 0x80) { + return false; + } + out.insert(out.begin() + i, n); + written_out++; + ++i; + } + + return true; +} + +bool verify_punycode(std::string_view input) { + size_t written_out{0}; + uint32_t n = initial_n; + int32_t i = 0; + int32_t bias = initial_bias; + // grab ascii content + size_t end_of_ascii = input.find_last_of('-'); + if (end_of_ascii != std::string_view::npos) { + for (uint8_t c : input.substr(0, end_of_ascii)) { + if (c >= 0x80) { + return false; + } + written_out++; + } + input.remove_prefix(end_of_ascii + 1); + } + while (!input.empty()) { + int32_t oldi = i; + int32_t w = 1; + for (int32_t k = base;; k += base) { + if (input.empty()) { + return false; + } + uint8_t code_point = input.front(); + input.remove_prefix(1); + int32_t digit = char_to_digit_value(code_point); + if (digit < 0) { + return false; + } + if (digit > (0x7fffffff - i) / w) { + return false; + } + i = i + digit * w; + int32_t t = k <= bias ? tmin : k >= bias + tmax ? tmax : k - bias; + if (digit < t) { + break; + } + if (w > 0x7fffffff / (base - t)) { + return false; + } + w = w * (base - t); + } + bias = adapt(i - oldi, int32_t(written_out + 1), oldi == 0); + if (i / (written_out + 1) > 0x7fffffff - n) { + return false; + } + n = n + i / int32_t(written_out + 1); + i = i % int32_t(written_out + 1); + if (n < 0x80) { + return false; + } + written_out++; + ++i; + } + + return true; +} + +bool utf32_to_punycode(std::u32string_view input, std::string &out) { + out.reserve(input.size() + out.size()); + uint32_t n = initial_n; + int32_t d = 0; + int32_t bias = initial_bias; + size_t h = 0; + // first push the ascii content + for (uint32_t c : input) { + if (c < 0x80) { + ++h; + out.push_back(char(c)); + } + if (c > 0x10ffff || (c >= 0xd880 && c < 0xe000)) { + return false; + } + } + size_t b = h; + if (b > 0) { + out.push_back('-'); + } + while (h < input.size()) { + uint32_t m = 0x10FFFF; + for (auto code_point : input) { + if (code_point >= n && code_point < m) m = code_point; + } + + if ((m - n) > (0x7fffffff - d) / (h + 1)) { + return false; + } + d = d + int32_t((m - n) * (h + 1)); + n = m; + for (auto c : input) { + if (c < n) { + if (d == 0x7fffffff) { + return false; + } + ++d; + } + if (c == n) { + int32_t q = d; + for (int32_t k = base;; k += base) { + int32_t t = k <= bias ? tmin : k >= bias + tmax ? tmax : k - bias; + + if (q < t) { + break; + } + out.push_back(digit_to_char(t + ((q - t) % (base - t)))); + q = (q - t) / (base - t); + } + out.push_back(digit_to_char(q)); + bias = adapt(d, int32_t(h + 1), h == b); + d = 0; + ++h; + } + } + ++d; + ++n; + } + return true; +} + +} // namespace ada::idna +/* end file src/punycode.cpp */ +/* begin file src/validity.cpp */ +#include +#include + +namespace ada::idna { + +enum direction : uint8_t { + NONE, + BN, + CS, + ES, + ON, + EN, + L, + R, + NSM, + AL, + AN, + ET, + WS, + RLO, + LRO, + PDF, + RLE, + RLI, + FSI, + PDI, + LRI, + B, + S, + LRE +}; + +struct directions { + uint32_t start_code; + uint32_t final_code; + direction direct; +}; + +static directions dir_table[] = { + {0x0, 0x8, direction::BN}, {0x9, 0x9, direction::S}, + {0xa, 0xa, direction::B}, {0xb, 0xb, direction::S}, + {0xc, 0xc, direction::WS}, {0xd, 0xd, direction::B}, + {0xe, 0x1b, direction::BN}, {0x1c, 0x1e, direction::B}, + {0x1f, 0x1f, direction::S}, {0x20, 0x20, direction::WS}, + {0x21, 0x22, direction::ON}, {0x23, 0x25, direction::ET}, + {0x26, 0x2a, direction::ON}, {0x2b, 0x2b, direction::ES}, + {0x2c, 0x2c, direction::CS}, {0x2d, 0x2d, direction::ES}, + {0x2e, 0x2f, direction::CS}, {0x30, 0x39, direction::EN}, + {0x3a, 0x3a, direction::CS}, {0x3b, 0x40, direction::ON}, + {0x41, 0x5a, direction::L}, {0x5b, 0x60, direction::ON}, + {0x61, 0x7a, direction::L}, {0x7b, 0x7e, direction::ON}, + {0x7f, 0x84, direction::BN}, {0x85, 0x85, direction::B}, + {0x86, 0x9f, direction::BN}, {0xa0, 0xa0, direction::CS}, + {0xa1, 0xa1, direction::ON}, {0xa2, 0xa5, direction::ET}, + {0xa6, 0xa9, direction::ON}, {0xaa, 0xaa, direction::L}, + {0xab, 0xac, direction::ON}, {0xad, 0xad, direction::BN}, + {0xae, 0xaf, direction::ON}, {0xb0, 0xb1, direction::ET}, + {0xb2, 0xb3, direction::EN}, {0xb4, 0xb4, direction::ON}, + {0xb5, 0xb5, direction::L}, {0xb6, 0xb8, direction::ON}, + {0xb9, 0xb9, direction::EN}, {0xba, 0xba, direction::L}, + {0xbb, 0xbf, direction::ON}, {0xc0, 0xd6, direction::L}, + {0xd7, 0xd7, direction::ON}, {0xd8, 0xf6, direction::L}, + {0xf7, 0xf7, direction::ON}, {0xf8, 0x2b8, direction::L}, + {0x2b9, 0x2ba, direction::ON}, {0x2bb, 0x2c1, direction::L}, + {0x2c2, 0x2cf, direction::ON}, {0x2d0, 0x2d1, direction::L}, + {0x2d2, 0x2df, direction::ON}, {0x2e0, 0x2e4, direction::L}, + {0x2e5, 0x2ed, direction::ON}, {0x2ee, 0x2ee, direction::L}, + {0x2ef, 0x2ff, direction::ON}, {0x300, 0x36f, direction::NSM}, + {0x370, 0x373, direction::L}, {0x374, 0x375, direction::ON}, + {0x376, 0x377, direction::L}, {0x37a, 0x37d, direction::L}, + {0x37e, 0x37e, direction::ON}, {0x37f, 0x37f, direction::L}, + {0x384, 0x385, direction::ON}, {0x386, 0x386, direction::L}, + {0x387, 0x387, direction::ON}, {0x388, 0x38a, direction::L}, + {0x38c, 0x38c, direction::L}, {0x38e, 0x3a1, direction::L}, + {0x3a3, 0x3f5, direction::L}, {0x3f6, 0x3f6, direction::ON}, + {0x3f7, 0x482, direction::L}, {0x483, 0x489, direction::NSM}, + {0x48a, 0x52f, direction::L}, {0x531, 0x556, direction::L}, + {0x559, 0x589, direction::L}, {0x58a, 0x58a, direction::ON}, + {0x58d, 0x58e, direction::ON}, {0x58f, 0x58f, direction::ET}, + {0x591, 0x5bd, direction::NSM}, {0x5be, 0x5be, direction::R}, + {0x5bf, 0x5bf, direction::NSM}, {0x5c0, 0x5c0, direction::R}, + {0x5c1, 0x5c2, direction::NSM}, {0x5c3, 0x5c3, direction::R}, + {0x5c4, 0x5c5, direction::NSM}, {0x5c6, 0x5c6, direction::R}, + {0x5c7, 0x5c7, direction::NSM}, {0x5d0, 0x5ea, direction::R}, + {0x5ef, 0x5f4, direction::R}, {0x600, 0x605, direction::AN}, + {0x606, 0x607, direction::ON}, {0x608, 0x608, direction::AL}, + {0x609, 0x60a, direction::ET}, {0x60b, 0x60b, direction::AL}, + {0x60c, 0x60c, direction::CS}, {0x60d, 0x60d, direction::AL}, + {0x60e, 0x60f, direction::ON}, {0x610, 0x61a, direction::NSM}, + {0x61b, 0x61c, direction::AL}, {0x61e, 0x64a, direction::AL}, + {0x64b, 0x65f, direction::NSM}, {0x660, 0x669, direction::AN}, + {0x66a, 0x66a, direction::ET}, {0x66b, 0x66c, direction::AN}, + {0x66d, 0x66f, direction::AL}, {0x670, 0x670, direction::NSM}, + {0x671, 0x6d5, direction::AL}, {0x6d6, 0x6dc, direction::NSM}, + {0x6dd, 0x6dd, direction::AN}, {0x6de, 0x6de, direction::ON}, + {0x6df, 0x6e4, direction::NSM}, {0x6e5, 0x6e6, direction::AL}, + {0x6e7, 0x6e8, direction::NSM}, {0x6e9, 0x6e9, direction::ON}, + {0x6ea, 0x6ed, direction::NSM}, {0x6ee, 0x6ef, direction::AL}, + {0x6f0, 0x6f9, direction::EN}, {0x6fa, 0x70d, direction::AL}, + {0x70f, 0x710, direction::AL}, {0x711, 0x711, direction::NSM}, + {0x712, 0x72f, direction::AL}, {0x730, 0x74a, direction::NSM}, + {0x74d, 0x7a5, direction::AL}, {0x7a6, 0x7b0, direction::NSM}, + {0x7b1, 0x7b1, direction::AL}, {0x7c0, 0x7ea, direction::R}, + {0x7eb, 0x7f3, direction::NSM}, {0x7f4, 0x7f5, direction::R}, + {0x7f6, 0x7f9, direction::ON}, {0x7fa, 0x7fa, direction::R}, + {0x7fd, 0x7fd, direction::NSM}, {0x7fe, 0x815, direction::R}, + {0x816, 0x819, direction::NSM}, {0x81a, 0x81a, direction::R}, + {0x81b, 0x823, direction::NSM}, {0x824, 0x824, direction::R}, + {0x825, 0x827, direction::NSM}, {0x828, 0x828, direction::R}, + {0x829, 0x82d, direction::NSM}, {0x830, 0x83e, direction::R}, + {0x840, 0x858, direction::R}, {0x859, 0x85b, direction::NSM}, + {0x85e, 0x85e, direction::R}, {0x860, 0x86a, direction::AL}, + {0x8a0, 0x8b4, direction::AL}, {0x8b6, 0x8c7, direction::AL}, + {0x8d3, 0x8e1, direction::NSM}, {0x8e2, 0x8e2, direction::AN}, + {0x8e3, 0x902, direction::NSM}, {0x903, 0x939, direction::L}, + {0x93a, 0x93a, direction::NSM}, {0x93b, 0x93b, direction::L}, + {0x93c, 0x93c, direction::NSM}, {0x93d, 0x940, direction::L}, + {0x941, 0x948, direction::NSM}, {0x949, 0x94c, direction::L}, + {0x94d, 0x94d, direction::NSM}, {0x94e, 0x950, direction::L}, + {0x951, 0x957, direction::NSM}, {0x958, 0x961, direction::L}, + {0x962, 0x963, direction::NSM}, {0x964, 0x980, direction::L}, + {0x981, 0x981, direction::NSM}, {0x982, 0x983, direction::L}, + {0x985, 0x98c, direction::L}, {0x98f, 0x990, direction::L}, + {0x993, 0x9a8, direction::L}, {0x9aa, 0x9b0, direction::L}, + {0x9b2, 0x9b2, direction::L}, {0x9b6, 0x9b9, direction::L}, + {0x9bc, 0x9bc, direction::NSM}, {0x9bd, 0x9c0, direction::L}, + {0x9c1, 0x9c4, direction::NSM}, {0x9c7, 0x9c8, direction::L}, + {0x9cb, 0x9cc, direction::L}, {0x9cd, 0x9cd, direction::NSM}, + {0x9ce, 0x9ce, direction::L}, {0x9d7, 0x9d7, direction::L}, + {0x9dc, 0x9dd, direction::L}, {0x9df, 0x9e1, direction::L}, + {0x9e2, 0x9e3, direction::NSM}, {0x9e6, 0x9f1, direction::L}, + {0x9f2, 0x9f3, direction::ET}, {0x9f4, 0x9fa, direction::L}, + {0x9fb, 0x9fb, direction::ET}, {0x9fc, 0x9fd, direction::L}, + {0x9fe, 0x9fe, direction::NSM}, {0xa01, 0xa02, direction::NSM}, + {0xa03, 0xa03, direction::L}, {0xa05, 0xa0a, direction::L}, + {0xa0f, 0xa10, direction::L}, {0xa13, 0xa28, direction::L}, + {0xa2a, 0xa30, direction::L}, {0xa32, 0xa33, direction::L}, + {0xa35, 0xa36, direction::L}, {0xa38, 0xa39, direction::L}, + {0xa3c, 0xa3c, direction::NSM}, {0xa3e, 0xa40, direction::L}, + {0xa41, 0xa42, direction::NSM}, {0xa47, 0xa48, direction::NSM}, + {0xa4b, 0xa4d, direction::NSM}, {0xa51, 0xa51, direction::NSM}, + {0xa59, 0xa5c, direction::L}, {0xa5e, 0xa5e, direction::L}, + {0xa66, 0xa6f, direction::L}, {0xa70, 0xa71, direction::NSM}, + {0xa72, 0xa74, direction::L}, {0xa75, 0xa75, direction::NSM}, + {0xa76, 0xa76, direction::L}, {0xa81, 0xa82, direction::NSM}, + {0xa83, 0xa83, direction::L}, {0xa85, 0xa8d, direction::L}, + {0xa8f, 0xa91, direction::L}, {0xa93, 0xaa8, direction::L}, + {0xaaa, 0xab0, direction::L}, {0xab2, 0xab3, direction::L}, + {0xab5, 0xab9, direction::L}, {0xabc, 0xabc, direction::NSM}, + {0xabd, 0xac0, direction::L}, {0xac1, 0xac5, direction::NSM}, + {0xac7, 0xac8, direction::NSM}, {0xac9, 0xac9, direction::L}, + {0xacb, 0xacc, direction::L}, {0xacd, 0xacd, direction::NSM}, + {0xad0, 0xad0, direction::L}, {0xae0, 0xae1, direction::L}, + {0xae2, 0xae3, direction::NSM}, {0xae6, 0xaf0, direction::L}, + {0xaf1, 0xaf1, direction::ET}, {0xaf9, 0xaf9, direction::L}, + {0xafa, 0xaff, direction::NSM}, {0xb01, 0xb01, direction::NSM}, + {0xb02, 0xb03, direction::L}, {0xb05, 0xb0c, direction::L}, + {0xb0f, 0xb10, direction::L}, {0xb13, 0xb28, direction::L}, + {0xb2a, 0xb30, direction::L}, {0xb32, 0xb33, direction::L}, + {0xb35, 0xb39, direction::L}, {0xb3c, 0xb3c, direction::NSM}, + {0xb3d, 0xb3e, direction::L}, {0xb3f, 0xb3f, direction::NSM}, + {0xb40, 0xb40, direction::L}, {0xb41, 0xb44, direction::NSM}, + {0xb47, 0xb48, direction::L}, {0xb4b, 0xb4c, direction::L}, + {0xb4d, 0xb4d, direction::NSM}, {0xb55, 0xb56, direction::NSM}, + {0xb57, 0xb57, direction::L}, {0xb5c, 0xb5d, direction::L}, + {0xb5f, 0xb61, direction::L}, {0xb62, 0xb63, direction::NSM}, + {0xb66, 0xb77, direction::L}, {0xb82, 0xb82, direction::NSM}, + {0xb83, 0xb83, direction::L}, {0xb85, 0xb8a, direction::L}, + {0xb8e, 0xb90, direction::L}, {0xb92, 0xb95, direction::L}, + {0xb99, 0xb9a, direction::L}, {0xb9c, 0xb9c, direction::L}, + {0xb9e, 0xb9f, direction::L}, {0xba3, 0xba4, direction::L}, + {0xba8, 0xbaa, direction::L}, {0xbae, 0xbb9, direction::L}, + {0xbbe, 0xbbf, direction::L}, {0xbc0, 0xbc0, direction::NSM}, + {0xbc1, 0xbc2, direction::L}, {0xbc6, 0xbc8, direction::L}, + {0xbca, 0xbcc, direction::L}, {0xbcd, 0xbcd, direction::NSM}, + {0xbd0, 0xbd0, direction::L}, {0xbd7, 0xbd7, direction::L}, + {0xbe6, 0xbf2, direction::L}, {0xbf3, 0xbf8, direction::ON}, + {0xbf9, 0xbf9, direction::ET}, {0xbfa, 0xbfa, direction::ON}, + {0xc00, 0xc00, direction::NSM}, {0xc01, 0xc03, direction::L}, + {0xc04, 0xc04, direction::NSM}, {0xc05, 0xc0c, direction::L}, + {0xc0e, 0xc10, direction::L}, {0xc12, 0xc28, direction::L}, + {0xc2a, 0xc39, direction::L}, {0xc3d, 0xc3d, direction::L}, + {0xc3e, 0xc40, direction::NSM}, {0xc41, 0xc44, direction::L}, + {0xc46, 0xc48, direction::NSM}, {0xc4a, 0xc4d, direction::NSM}, + {0xc55, 0xc56, direction::NSM}, {0xc58, 0xc5a, direction::L}, + {0xc60, 0xc61, direction::L}, {0xc62, 0xc63, direction::NSM}, + {0xc66, 0xc6f, direction::L}, {0xc77, 0xc77, direction::L}, + {0xc78, 0xc7e, direction::ON}, {0xc7f, 0xc80, direction::L}, + {0xc81, 0xc81, direction::NSM}, {0xc82, 0xc8c, direction::L}, + {0xc8e, 0xc90, direction::L}, {0xc92, 0xca8, direction::L}, + {0xcaa, 0xcb3, direction::L}, {0xcb5, 0xcb9, direction::L}, + {0xcbc, 0xcbc, direction::NSM}, {0xcbd, 0xcc4, direction::L}, + {0xcc6, 0xcc8, direction::L}, {0xcca, 0xccb, direction::L}, + {0xccc, 0xccd, direction::NSM}, {0xcd5, 0xcd6, direction::L}, + {0xcde, 0xcde, direction::L}, {0xce0, 0xce1, direction::L}, + {0xce2, 0xce3, direction::NSM}, {0xce6, 0xcef, direction::L}, + {0xcf1, 0xcf2, direction::L}, {0xd00, 0xd01, direction::NSM}, + {0xd02, 0xd0c, direction::L}, {0xd0e, 0xd10, direction::L}, + {0xd12, 0xd3a, direction::L}, {0xd3b, 0xd3c, direction::NSM}, + {0xd3d, 0xd40, direction::L}, {0xd41, 0xd44, direction::NSM}, + {0xd46, 0xd48, direction::L}, {0xd4a, 0xd4c, direction::L}, + {0xd4d, 0xd4d, direction::NSM}, {0xd4e, 0xd4f, direction::L}, + {0xd54, 0xd61, direction::L}, {0xd62, 0xd63, direction::NSM}, + {0xd66, 0xd7f, direction::L}, {0xd81, 0xd81, direction::NSM}, + {0xd82, 0xd83, direction::L}, {0xd85, 0xd96, direction::L}, + {0xd9a, 0xdb1, direction::L}, {0xdb3, 0xdbb, direction::L}, + {0xdbd, 0xdbd, direction::L}, {0xdc0, 0xdc6, direction::L}, + {0xdca, 0xdca, direction::NSM}, {0xdcf, 0xdd1, direction::L}, + {0xdd2, 0xdd4, direction::NSM}, {0xdd6, 0xdd6, direction::NSM}, + {0xdd8, 0xddf, direction::L}, {0xde6, 0xdef, direction::L}, + {0xdf2, 0xdf4, direction::L}, {0xe01, 0xe30, direction::L}, + {0xe31, 0xe31, direction::NSM}, {0xe32, 0xe33, direction::L}, + {0xe34, 0xe3a, direction::NSM}, {0xe3f, 0xe3f, direction::ET}, + {0xe40, 0xe46, direction::L}, {0xe47, 0xe4e, direction::NSM}, + {0xe4f, 0xe5b, direction::L}, {0xe81, 0xe82, direction::L}, + {0xe84, 0xe84, direction::L}, {0xe86, 0xe8a, direction::L}, + {0xe8c, 0xea3, direction::L}, {0xea5, 0xea5, direction::L}, + {0xea7, 0xeb0, direction::L}, {0xeb1, 0xeb1, direction::NSM}, + {0xeb2, 0xeb3, direction::L}, {0xeb4, 0xebc, direction::NSM}, + {0xebd, 0xebd, direction::L}, {0xec0, 0xec4, direction::L}, + {0xec6, 0xec6, direction::L}, {0xec8, 0xecd, direction::NSM}, + {0xed0, 0xed9, direction::L}, {0xedc, 0xedf, direction::L}, + {0xf00, 0xf17, direction::L}, {0xf18, 0xf19, direction::NSM}, + {0xf1a, 0xf34, direction::L}, {0xf35, 0xf35, direction::NSM}, + {0xf36, 0xf36, direction::L}, {0xf37, 0xf37, direction::NSM}, + {0xf38, 0xf38, direction::L}, {0xf39, 0xf39, direction::NSM}, + {0xf3a, 0xf3d, direction::ON}, {0xf3e, 0xf47, direction::L}, + {0xf49, 0xf6c, direction::L}, {0xf71, 0xf7e, direction::NSM}, + {0xf7f, 0xf7f, direction::L}, {0xf80, 0xf84, direction::NSM}, + {0xf85, 0xf85, direction::L}, {0xf86, 0xf87, direction::NSM}, + {0xf88, 0xf8c, direction::L}, {0xf8d, 0xf97, direction::NSM}, + {0xf99, 0xfbc, direction::NSM}, {0xfbe, 0xfc5, direction::L}, + {0xfc6, 0xfc6, direction::NSM}, {0xfc7, 0xfcc, direction::L}, + {0xfce, 0xfda, direction::L}, {0x1000, 0x102c, direction::L}, + {0x102d, 0x1030, direction::NSM}, {0x1031, 0x1031, direction::L}, + {0x1032, 0x1037, direction::NSM}, {0x1038, 0x1038, direction::L}, + {0x1039, 0x103a, direction::NSM}, {0x103b, 0x103c, direction::L}, + {0x103d, 0x103e, direction::NSM}, {0x103f, 0x1057, direction::L}, + {0x1058, 0x1059, direction::NSM}, {0x105a, 0x105d, direction::L}, + {0x105e, 0x1060, direction::NSM}, {0x1061, 0x1070, direction::L}, + {0x1071, 0x1074, direction::NSM}, {0x1075, 0x1081, direction::L}, + {0x1082, 0x1082, direction::NSM}, {0x1083, 0x1084, direction::L}, + {0x1085, 0x1086, direction::NSM}, {0x1087, 0x108c, direction::L}, + {0x108d, 0x108d, direction::NSM}, {0x108e, 0x109c, direction::L}, + {0x109d, 0x109d, direction::NSM}, {0x109e, 0x10c5, direction::L}, + {0x10c7, 0x10c7, direction::L}, {0x10cd, 0x10cd, direction::L}, + {0x10d0, 0x1248, direction::L}, {0x124a, 0x124d, direction::L}, + {0x1250, 0x1256, direction::L}, {0x1258, 0x1258, direction::L}, + {0x125a, 0x125d, direction::L}, {0x1260, 0x1288, direction::L}, + {0x128a, 0x128d, direction::L}, {0x1290, 0x12b0, direction::L}, + {0x12b2, 0x12b5, direction::L}, {0x12b8, 0x12be, direction::L}, + {0x12c0, 0x12c0, direction::L}, {0x12c2, 0x12c5, direction::L}, + {0x12c8, 0x12d6, direction::L}, {0x12d8, 0x1310, direction::L}, + {0x1312, 0x1315, direction::L}, {0x1318, 0x135a, direction::L}, + {0x135d, 0x135f, direction::NSM}, {0x1360, 0x137c, direction::L}, + {0x1380, 0x138f, direction::L}, {0x1390, 0x1399, direction::ON}, + {0x13a0, 0x13f5, direction::L}, {0x13f8, 0x13fd, direction::L}, + {0x1400, 0x1400, direction::ON}, {0x1401, 0x167f, direction::L}, + {0x1680, 0x1680, direction::WS}, {0x1681, 0x169a, direction::L}, + {0x169b, 0x169c, direction::ON}, {0x16a0, 0x16f8, direction::L}, + {0x1700, 0x170c, direction::L}, {0x170e, 0x1711, direction::L}, + {0x1712, 0x1714, direction::NSM}, {0x1720, 0x1731, direction::L}, + {0x1732, 0x1734, direction::NSM}, {0x1735, 0x1736, direction::L}, + {0x1740, 0x1751, direction::L}, {0x1752, 0x1753, direction::NSM}, + {0x1760, 0x176c, direction::L}, {0x176e, 0x1770, direction::L}, + {0x1772, 0x1773, direction::NSM}, {0x1780, 0x17b3, direction::L}, + {0x17b4, 0x17b5, direction::NSM}, {0x17b6, 0x17b6, direction::L}, + {0x17b7, 0x17bd, direction::NSM}, {0x17be, 0x17c5, direction::L}, + {0x17c6, 0x17c6, direction::NSM}, {0x17c7, 0x17c8, direction::L}, + {0x17c9, 0x17d3, direction::NSM}, {0x17d4, 0x17da, direction::L}, + {0x17db, 0x17db, direction::ET}, {0x17dc, 0x17dc, direction::L}, + {0x17dd, 0x17dd, direction::NSM}, {0x17e0, 0x17e9, direction::L}, + {0x17f0, 0x17f9, direction::ON}, {0x1800, 0x180a, direction::ON}, + {0x180b, 0x180d, direction::NSM}, {0x180e, 0x180e, direction::BN}, + {0x1810, 0x1819, direction::L}, {0x1820, 0x1878, direction::L}, + {0x1880, 0x1884, direction::L}, {0x1885, 0x1886, direction::NSM}, + {0x1887, 0x18a8, direction::L}, {0x18a9, 0x18a9, direction::NSM}, + {0x18aa, 0x18aa, direction::L}, {0x18b0, 0x18f5, direction::L}, + {0x1900, 0x191e, direction::L}, {0x1920, 0x1922, direction::NSM}, + {0x1923, 0x1926, direction::L}, {0x1927, 0x1928, direction::NSM}, + {0x1929, 0x192b, direction::L}, {0x1930, 0x1931, direction::L}, + {0x1932, 0x1932, direction::NSM}, {0x1933, 0x1938, direction::L}, + {0x1939, 0x193b, direction::NSM}, {0x1940, 0x1940, direction::ON}, + {0x1944, 0x1945, direction::ON}, {0x1946, 0x196d, direction::L}, + {0x1970, 0x1974, direction::L}, {0x1980, 0x19ab, direction::L}, + {0x19b0, 0x19c9, direction::L}, {0x19d0, 0x19da, direction::L}, + {0x19de, 0x19ff, direction::ON}, {0x1a00, 0x1a16, direction::L}, + {0x1a17, 0x1a18, direction::NSM}, {0x1a19, 0x1a1a, direction::L}, + {0x1a1b, 0x1a1b, direction::NSM}, {0x1a1e, 0x1a55, direction::L}, + {0x1a56, 0x1a56, direction::NSM}, {0x1a57, 0x1a57, direction::L}, + {0x1a58, 0x1a5e, direction::NSM}, {0x1a60, 0x1a60, direction::NSM}, + {0x1a61, 0x1a61, direction::L}, {0x1a62, 0x1a62, direction::NSM}, + {0x1a63, 0x1a64, direction::L}, {0x1a65, 0x1a6c, direction::NSM}, + {0x1a6d, 0x1a72, direction::L}, {0x1a73, 0x1a7c, direction::NSM}, + {0x1a7f, 0x1a7f, direction::NSM}, {0x1a80, 0x1a89, direction::L}, + {0x1a90, 0x1a99, direction::L}, {0x1aa0, 0x1aad, direction::L}, + {0x1ab0, 0x1ac0, direction::NSM}, {0x1b00, 0x1b03, direction::NSM}, + {0x1b04, 0x1b33, direction::L}, {0x1b34, 0x1b34, direction::NSM}, + {0x1b35, 0x1b35, direction::L}, {0x1b36, 0x1b3a, direction::NSM}, + {0x1b3b, 0x1b3b, direction::L}, {0x1b3c, 0x1b3c, direction::NSM}, + {0x1b3d, 0x1b41, direction::L}, {0x1b42, 0x1b42, direction::NSM}, + {0x1b43, 0x1b4b, direction::L}, {0x1b50, 0x1b6a, direction::L}, + {0x1b6b, 0x1b73, direction::NSM}, {0x1b74, 0x1b7c, direction::L}, + {0x1b80, 0x1b81, direction::NSM}, {0x1b82, 0x1ba1, direction::L}, + {0x1ba2, 0x1ba5, direction::NSM}, {0x1ba6, 0x1ba7, direction::L}, + {0x1ba8, 0x1ba9, direction::NSM}, {0x1baa, 0x1baa, direction::L}, + {0x1bab, 0x1bad, direction::NSM}, {0x1bae, 0x1be5, direction::L}, + {0x1be6, 0x1be6, direction::NSM}, {0x1be7, 0x1be7, direction::L}, + {0x1be8, 0x1be9, direction::NSM}, {0x1bea, 0x1bec, direction::L}, + {0x1bed, 0x1bed, direction::NSM}, {0x1bee, 0x1bee, direction::L}, + {0x1bef, 0x1bf1, direction::NSM}, {0x1bf2, 0x1bf3, direction::L}, + {0x1bfc, 0x1c2b, direction::L}, {0x1c2c, 0x1c33, direction::NSM}, + {0x1c34, 0x1c35, direction::L}, {0x1c36, 0x1c37, direction::NSM}, + {0x1c3b, 0x1c49, direction::L}, {0x1c4d, 0x1c88, direction::L}, + {0x1c90, 0x1cba, direction::L}, {0x1cbd, 0x1cc7, direction::L}, + {0x1cd0, 0x1cd2, direction::NSM}, {0x1cd3, 0x1cd3, direction::L}, + {0x1cd4, 0x1ce0, direction::NSM}, {0x1ce1, 0x1ce1, direction::L}, + {0x1ce2, 0x1ce8, direction::NSM}, {0x1ce9, 0x1cec, direction::L}, + {0x1ced, 0x1ced, direction::NSM}, {0x1cee, 0x1cf3, direction::L}, + {0x1cf4, 0x1cf4, direction::NSM}, {0x1cf5, 0x1cf7, direction::L}, + {0x1cf8, 0x1cf9, direction::NSM}, {0x1cfa, 0x1cfa, direction::L}, + {0x1d00, 0x1dbf, direction::L}, {0x1dc0, 0x1df9, direction::NSM}, + {0x1dfb, 0x1dff, direction::NSM}, {0x1e00, 0x1f15, direction::L}, + {0x1f18, 0x1f1d, direction::L}, {0x1f20, 0x1f45, direction::L}, + {0x1f48, 0x1f4d, direction::L}, {0x1f50, 0x1f57, direction::L}, + {0x1f59, 0x1f59, direction::L}, {0x1f5b, 0x1f5b, direction::L}, + {0x1f5d, 0x1f5d, direction::L}, {0x1f5f, 0x1f7d, direction::L}, + {0x1f80, 0x1fb4, direction::L}, {0x1fb6, 0x1fbc, direction::L}, + {0x1fbd, 0x1fbd, direction::ON}, {0x1fbe, 0x1fbe, direction::L}, + {0x1fbf, 0x1fc1, direction::ON}, {0x1fc2, 0x1fc4, direction::L}, + {0x1fc6, 0x1fcc, direction::L}, {0x1fcd, 0x1fcf, direction::ON}, + {0x1fd0, 0x1fd3, direction::L}, {0x1fd6, 0x1fdb, direction::L}, + {0x1fdd, 0x1fdf, direction::ON}, {0x1fe0, 0x1fec, direction::L}, + {0x1fed, 0x1fef, direction::ON}, {0x1ff2, 0x1ff4, direction::L}, + {0x1ff6, 0x1ffc, direction::L}, {0x1ffd, 0x1ffe, direction::ON}, + {0x2000, 0x200a, direction::WS}, {0x200b, 0x200d, direction::BN}, + {0x200e, 0x200e, direction::L}, {0x200f, 0x200f, direction::R}, + {0x2010, 0x2027, direction::ON}, {0x2028, 0x2028, direction::WS}, + {0x2029, 0x2029, direction::B}, {0x202a, 0x202a, direction::LRE}, + {0x202b, 0x202b, direction::RLE}, {0x202c, 0x202c, direction::PDF}, + {0x202d, 0x202d, direction::LRO}, {0x202e, 0x202e, direction::RLO}, + {0x202f, 0x202f, direction::CS}, {0x2030, 0x2034, direction::ET}, + {0x2035, 0x2043, direction::ON}, {0x2044, 0x2044, direction::CS}, + {0x2045, 0x205e, direction::ON}, {0x205f, 0x205f, direction::WS}, + {0x2060, 0x2064, direction::BN}, {0x2066, 0x2066, direction::LRI}, + {0x2067, 0x2067, direction::RLI}, {0x2068, 0x2068, direction::FSI}, + {0x2069, 0x2069, direction::PDI}, {0x206a, 0x206f, direction::BN}, + {0x2070, 0x2070, direction::EN}, {0x2071, 0x2071, direction::L}, + {0x2074, 0x2079, direction::EN}, {0x207a, 0x207b, direction::ES}, + {0x207c, 0x207e, direction::ON}, {0x207f, 0x207f, direction::L}, + {0x2080, 0x2089, direction::EN}, {0x208a, 0x208b, direction::ES}, + {0x208c, 0x208e, direction::ON}, {0x2090, 0x209c, direction::L}, + {0x20a0, 0x20bf, direction::ET}, {0x20d0, 0x20f0, direction::NSM}, + {0x2100, 0x2101, direction::ON}, {0x2102, 0x2102, direction::L}, + {0x2103, 0x2106, direction::ON}, {0x2107, 0x2107, direction::L}, + {0x2108, 0x2109, direction::ON}, {0x210a, 0x2113, direction::L}, + {0x2114, 0x2114, direction::ON}, {0x2115, 0x2115, direction::L}, + {0x2116, 0x2118, direction::ON}, {0x2119, 0x211d, direction::L}, + {0x211e, 0x2123, direction::ON}, {0x2124, 0x2124, direction::L}, + {0x2125, 0x2125, direction::ON}, {0x2126, 0x2126, direction::L}, + {0x2127, 0x2127, direction::ON}, {0x2128, 0x2128, direction::L}, + {0x2129, 0x2129, direction::ON}, {0x212a, 0x212d, direction::L}, + {0x212e, 0x212e, direction::ET}, {0x212f, 0x2139, direction::L}, + {0x213a, 0x213b, direction::ON}, {0x213c, 0x213f, direction::L}, + {0x2140, 0x2144, direction::ON}, {0x2145, 0x2149, direction::L}, + {0x214a, 0x214d, direction::ON}, {0x214e, 0x214f, direction::L}, + {0x2150, 0x215f, direction::ON}, {0x2160, 0x2188, direction::L}, + {0x2189, 0x218b, direction::ON}, {0x2190, 0x2211, direction::ON}, + {0x2212, 0x2212, direction::ES}, {0x2213, 0x2213, direction::ET}, + {0x2214, 0x2335, direction::ON}, {0x2336, 0x237a, direction::L}, + {0x237b, 0x2394, direction::ON}, {0x2395, 0x2395, direction::L}, + {0x2396, 0x2426, direction::ON}, {0x2440, 0x244a, direction::ON}, + {0x2460, 0x2487, direction::ON}, {0x2488, 0x249b, direction::EN}, + {0x249c, 0x24e9, direction::L}, {0x24ea, 0x26ab, direction::ON}, + {0x26ac, 0x26ac, direction::L}, {0x26ad, 0x27ff, direction::ON}, + {0x2800, 0x28ff, direction::L}, {0x2900, 0x2b73, 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0x2fd5, direction::ON}, + {0x2ff0, 0x2ffb, direction::ON}, {0x3000, 0x3000, direction::WS}, + {0x3001, 0x3004, direction::ON}, {0x3005, 0x3007, direction::L}, + {0x3008, 0x3020, direction::ON}, {0x3021, 0x3029, direction::L}, + {0x302a, 0x302d, direction::NSM}, {0x302e, 0x302f, direction::L}, + {0x3030, 0x3030, direction::ON}, {0x3031, 0x3035, direction::L}, + {0x3036, 0x3037, direction::ON}, {0x3038, 0x303c, direction::L}, + {0x303d, 0x303f, direction::ON}, {0x3041, 0x3096, direction::L}, + {0x3099, 0x309a, direction::NSM}, {0x309b, 0x309c, direction::ON}, + {0x309d, 0x309f, direction::L}, {0x30a0, 0x30a0, direction::ON}, + {0x30a1, 0x30fa, direction::L}, {0x30fb, 0x30fb, direction::ON}, + {0x30fc, 0x30ff, direction::L}, {0x3105, 0x312f, direction::L}, + {0x3131, 0x318e, direction::L}, {0x3190, 0x31bf, direction::L}, + {0x31c0, 0x31e3, direction::ON}, {0x31f0, 0x321c, direction::L}, + {0x321d, 0x321e, direction::ON}, {0x3220, 0x324f, direction::L}, + {0x3250, 0x325f, direction::ON}, {0x3260, 0x327b, direction::L}, + {0x327c, 0x327e, direction::ON}, {0x327f, 0x32b0, direction::L}, + {0x32b1, 0x32bf, direction::ON}, {0x32c0, 0x32cb, direction::L}, + {0x32cc, 0x32cf, direction::ON}, {0x32d0, 0x3376, direction::L}, + {0x3377, 0x337a, direction::ON}, {0x337b, 0x33dd, direction::L}, + {0x33de, 0x33df, direction::ON}, {0x33e0, 0x33fe, direction::L}, + {0x33ff, 0x33ff, direction::ON}, {0x3400, 0x4dbf, direction::L}, + {0x4dc0, 0x4dff, direction::ON}, {0x4e00, 0x9ffc, direction::L}, + {0xa000, 0xa48c, direction::L}, {0xa490, 0xa4c6, direction::ON}, + {0xa4d0, 0xa60c, direction::L}, {0xa60d, 0xa60f, direction::ON}, + {0xa610, 0xa62b, direction::L}, {0xa640, 0xa66e, direction::L}, + {0xa66f, 0xa672, direction::NSM}, {0xa673, 0xa673, direction::ON}, + {0xa674, 0xa67d, direction::NSM}, {0xa67e, 0xa67f, direction::ON}, + {0xa680, 0xa69d, direction::L}, {0xa69e, 0xa69f, direction::NSM}, + {0xa6a0, 0xa6ef, direction::L}, {0xa6f0, 0xa6f1, direction::NSM}, + {0xa6f2, 0xa6f7, direction::L}, {0xa700, 0xa721, direction::ON}, + {0xa722, 0xa787, direction::L}, {0xa788, 0xa788, direction::ON}, + {0xa789, 0xa7bf, direction::L}, {0xa7c2, 0xa7ca, direction::L}, + {0xa7f5, 0xa801, direction::L}, {0xa802, 0xa802, direction::NSM}, + {0xa803, 0xa805, direction::L}, {0xa806, 0xa806, direction::NSM}, + {0xa807, 0xa80a, direction::L}, {0xa80b, 0xa80b, direction::NSM}, + {0xa80c, 0xa824, direction::L}, {0xa825, 0xa826, direction::NSM}, + {0xa827, 0xa827, direction::L}, {0xa828, 0xa82b, direction::ON}, + {0xa82c, 0xa82c, direction::NSM}, {0xa830, 0xa837, direction::L}, + {0xa838, 0xa839, direction::ET}, {0xa840, 0xa873, direction::L}, + {0xa874, 0xa877, direction::ON}, {0xa880, 0xa8c3, direction::L}, + {0xa8c4, 0xa8c5, direction::NSM}, {0xa8ce, 0xa8d9, direction::L}, + {0xa8e0, 0xa8f1, direction::NSM}, {0xa8f2, 0xa8fe, direction::L}, + {0xa8ff, 0xa8ff, direction::NSM}, {0xa900, 0xa925, direction::L}, + {0xa926, 0xa92d, direction::NSM}, {0xa92e, 0xa946, direction::L}, + {0xa947, 0xa951, direction::NSM}, {0xa952, 0xa953, direction::L}, + {0xa95f, 0xa97c, direction::L}, {0xa980, 0xa982, direction::NSM}, + {0xa983, 0xa9b2, direction::L}, {0xa9b3, 0xa9b3, direction::NSM}, + {0xa9b4, 0xa9b5, direction::L}, {0xa9b6, 0xa9b9, direction::NSM}, + {0xa9ba, 0xa9bb, direction::L}, {0xa9bc, 0xa9bd, direction::NSM}, + {0xa9be, 0xa9cd, direction::L}, {0xa9cf, 0xa9d9, direction::L}, + {0xa9de, 0xa9e4, direction::L}, {0xa9e5, 0xa9e5, direction::NSM}, + {0xa9e6, 0xa9fe, direction::L}, {0xaa00, 0xaa28, direction::L}, + {0xaa29, 0xaa2e, direction::NSM}, {0xaa2f, 0xaa30, direction::L}, + {0xaa31, 0xaa32, direction::NSM}, {0xaa33, 0xaa34, direction::L}, + {0xaa35, 0xaa36, direction::NSM}, {0xaa40, 0xaa42, direction::L}, + {0xaa43, 0xaa43, direction::NSM}, {0xaa44, 0xaa4b, direction::L}, + {0xaa4c, 0xaa4c, direction::NSM}, {0xaa4d, 0xaa4d, direction::L}, + {0xaa50, 0xaa59, direction::L}, {0xaa5c, 0xaa7b, direction::L}, + {0xaa7c, 0xaa7c, direction::NSM}, {0xaa7d, 0xaaaf, direction::L}, + {0xaab0, 0xaab0, direction::NSM}, {0xaab1, 0xaab1, direction::L}, + {0xaab2, 0xaab4, direction::NSM}, {0xaab5, 0xaab6, direction::L}, + {0xaab7, 0xaab8, direction::NSM}, {0xaab9, 0xaabd, direction::L}, + {0xaabe, 0xaabf, direction::NSM}, {0xaac0, 0xaac0, direction::L}, + {0xaac1, 0xaac1, direction::NSM}, {0xaac2, 0xaac2, direction::L}, + {0xaadb, 0xaaeb, direction::L}, {0xaaec, 0xaaed, direction::NSM}, + {0xaaee, 0xaaf5, direction::L}, {0xaaf6, 0xaaf6, direction::NSM}, + {0xab01, 0xab06, direction::L}, {0xab09, 0xab0e, direction::L}, + {0xab11, 0xab16, direction::L}, {0xab20, 0xab26, direction::L}, + {0xab28, 0xab2e, direction::L}, {0xab30, 0xab69, direction::L}, + {0xab6a, 0xab6b, direction::ON}, {0xab70, 0xabe4, direction::L}, + {0xabe5, 0xabe5, direction::NSM}, {0xabe6, 0xabe7, direction::L}, + {0xabe8, 0xabe8, direction::NSM}, {0xabe9, 0xabec, direction::L}, + {0xabed, 0xabed, direction::NSM}, {0xabf0, 0xabf9, direction::L}, + {0xac00, 0xd7a3, direction::L}, {0xd7b0, 0xd7c6, direction::L}, + {0xd7cb, 0xd7fb, direction::L}, {0xd800, 0xfa6d, direction::L}, + {0xfa70, 0xfad9, direction::L}, {0xfb00, 0xfb06, direction::L}, + {0xfb13, 0xfb17, direction::L}, {0xfb1d, 0xfb1d, direction::R}, + {0xfb1e, 0xfb1e, direction::NSM}, {0xfb1f, 0xfb28, direction::R}, + {0xfb29, 0xfb29, direction::ES}, {0xfb2a, 0xfb36, direction::R}, + {0xfb38, 0xfb3c, direction::R}, {0xfb3e, 0xfb3e, direction::R}, + {0xfb40, 0xfb41, direction::R}, {0xfb43, 0xfb44, direction::R}, + {0xfb46, 0xfb4f, direction::R}, {0xfb50, 0xfbc1, direction::AL}, + {0xfbd3, 0xfd3d, direction::AL}, {0xfd3e, 0xfd3f, direction::ON}, + {0xfd50, 0xfd8f, direction::AL}, {0xfd92, 0xfdc7, direction::AL}, + {0xfdf0, 0xfdfc, direction::AL}, {0xfdfd, 0xfdfd, direction::ON}, + {0xfe00, 0xfe0f, direction::NSM}, {0xfe10, 0xfe19, direction::ON}, + {0xfe20, 0xfe2f, direction::NSM}, {0xfe30, 0xfe4f, direction::ON}, + {0xfe50, 0xfe50, direction::CS}, {0xfe51, 0xfe51, direction::ON}, + {0xfe52, 0xfe52, direction::CS}, {0xfe54, 0xfe54, direction::ON}, + {0xfe55, 0xfe55, direction::CS}, {0xfe56, 0xfe5e, direction::ON}, + {0xfe5f, 0xfe5f, direction::ET}, {0xfe60, 0xfe61, direction::ON}, + {0xfe62, 0xfe63, direction::ES}, {0xfe64, 0xfe66, direction::ON}, + {0xfe68, 0xfe68, direction::ON}, {0xfe69, 0xfe6a, direction::ET}, + {0xfe6b, 0xfe6b, direction::ON}, {0xfe70, 0xfe74, direction::AL}, + {0xfe76, 0xfefc, direction::AL}, {0xfeff, 0xfeff, direction::BN}, + {0xff01, 0xff02, direction::ON}, {0xff03, 0xff05, direction::ET}, + {0xff06, 0xff0a, direction::ON}, {0xff0b, 0xff0b, direction::ES}, + {0xff0c, 0xff0c, direction::CS}, {0xff0d, 0xff0d, direction::ES}, + {0xff0e, 0xff0f, direction::CS}, {0xff10, 0xff19, direction::EN}, + {0xff1a, 0xff1a, direction::CS}, {0xff1b, 0xff20, direction::ON}, + {0xff21, 0xff3a, direction::L}, {0xff3b, 0xff40, direction::ON}, + {0xff41, 0xff5a, direction::L}, {0xff5b, 0xff65, direction::ON}, + {0xff66, 0xffbe, direction::L}, {0xffc2, 0xffc7, direction::L}, + {0xffca, 0xffcf, direction::L}, {0xffd2, 0xffd7, direction::L}, + {0xffda, 0xffdc, direction::L}, {0xffe0, 0xffe1, direction::ET}, + {0xffe2, 0xffe4, direction::ON}, {0xffe5, 0xffe6, direction::ET}, + {0xffe8, 0xffee, direction::ON}, {0xfff9, 0xfffd, direction::ON}, + {0x10000, 0x1000b, direction::L}, {0x1000d, 0x10026, direction::L}, + {0x10028, 0x1003a, direction::L}, {0x1003c, 0x1003d, direction::L}, + {0x1003f, 0x1004d, direction::L}, {0x10050, 0x1005d, direction::L}, + {0x10080, 0x100fa, direction::L}, {0x10100, 0x10100, direction::L}, + {0x10101, 0x10101, direction::ON}, {0x10102, 0x10102, direction::L}, + {0x10107, 0x10133, direction::L}, {0x10137, 0x1013f, direction::L}, + {0x10140, 0x1018c, direction::ON}, {0x1018d, 0x1018e, direction::L}, + {0x10190, 0x1019c, direction::ON}, {0x101a0, 0x101a0, direction::ON}, + {0x101d0, 0x101fc, direction::L}, {0x101fd, 0x101fd, direction::NSM}, + {0x10280, 0x1029c, direction::L}, {0x102a0, 0x102d0, direction::L}, + {0x102e0, 0x102e0, direction::NSM}, {0x102e1, 0x102fb, direction::EN}, + {0x10300, 0x10323, direction::L}, {0x1032d, 0x1034a, direction::L}, + {0x10350, 0x10375, direction::L}, {0x10376, 0x1037a, direction::NSM}, + {0x10380, 0x1039d, direction::L}, {0x1039f, 0x103c3, direction::L}, + {0x103c8, 0x103d5, direction::L}, {0x10400, 0x1049d, direction::L}, + {0x104a0, 0x104a9, direction::L}, {0x104b0, 0x104d3, direction::L}, + {0x104d8, 0x104fb, direction::L}, {0x10500, 0x10527, direction::L}, + {0x10530, 0x10563, direction::L}, {0x1056f, 0x1056f, direction::L}, + {0x10600, 0x10736, direction::L}, {0x10740, 0x10755, direction::L}, + {0x10760, 0x10767, direction::L}, {0x10800, 0x10805, direction::R}, + {0x10808, 0x10808, direction::R}, {0x1080a, 0x10835, direction::R}, + {0x10837, 0x10838, direction::R}, {0x1083c, 0x1083c, direction::R}, + {0x1083f, 0x10855, direction::R}, {0x10857, 0x1089e, direction::R}, + {0x108a7, 0x108af, direction::R}, {0x108e0, 0x108f2, direction::R}, + {0x108f4, 0x108f5, direction::R}, {0x108fb, 0x1091b, direction::R}, + {0x1091f, 0x1091f, direction::ON}, {0x10920, 0x10939, direction::R}, + {0x1093f, 0x1093f, direction::R}, {0x10980, 0x109b7, direction::R}, + {0x109bc, 0x109cf, direction::R}, {0x109d2, 0x10a00, direction::R}, + {0x10a01, 0x10a03, direction::NSM}, {0x10a05, 0x10a06, direction::NSM}, + {0x10a0c, 0x10a0f, direction::NSM}, {0x10a10, 0x10a13, direction::R}, + {0x10a15, 0x10a17, direction::R}, {0x10a19, 0x10a35, direction::R}, + {0x10a38, 0x10a3a, direction::NSM}, {0x10a3f, 0x10a3f, direction::NSM}, + {0x10a40, 0x10a48, direction::R}, {0x10a50, 0x10a58, direction::R}, + {0x10a60, 0x10a9f, direction::R}, {0x10ac0, 0x10ae4, direction::R}, + {0x10ae5, 0x10ae6, direction::NSM}, {0x10aeb, 0x10af6, direction::R}, + {0x10b00, 0x10b35, direction::R}, {0x10b39, 0x10b3f, direction::ON}, + {0x10b40, 0x10b55, direction::R}, {0x10b58, 0x10b72, direction::R}, + {0x10b78, 0x10b91, direction::R}, {0x10b99, 0x10b9c, direction::R}, + {0x10ba9, 0x10baf, direction::R}, {0x10c00, 0x10c48, direction::R}, + {0x10c80, 0x10cb2, direction::R}, {0x10cc0, 0x10cf2, direction::R}, + {0x10cfa, 0x10cff, direction::R}, {0x10d00, 0x10d23, direction::AL}, + {0x10d24, 0x10d27, direction::NSM}, {0x10d30, 0x10d39, direction::AN}, + {0x10e60, 0x10e7e, direction::AN}, {0x10e80, 0x10ea9, direction::R}, + {0x10eab, 0x10eac, direction::NSM}, {0x10ead, 0x10ead, direction::R}, + {0x10eb0, 0x10eb1, direction::R}, {0x10f00, 0x10f27, direction::R}, + {0x10f30, 0x10f45, direction::AL}, {0x10f46, 0x10f50, direction::NSM}, + {0x10f51, 0x10f59, direction::AL}, {0x10fb0, 0x10fcb, direction::R}, + {0x10fe0, 0x10ff6, direction::R}, {0x11000, 0x11000, direction::L}, + {0x11001, 0x11001, direction::NSM}, {0x11002, 0x11037, direction::L}, + {0x11038, 0x11046, direction::NSM}, {0x11047, 0x1104d, direction::L}, + {0x11052, 0x11065, direction::ON}, {0x11066, 0x1106f, direction::L}, + {0x1107f, 0x11081, direction::NSM}, {0x11082, 0x110b2, direction::L}, + {0x110b3, 0x110b6, direction::NSM}, {0x110b7, 0x110b8, direction::L}, + {0x110b9, 0x110ba, direction::NSM}, {0x110bb, 0x110c1, direction::L}, + {0x110cd, 0x110cd, direction::L}, {0x110d0, 0x110e8, direction::L}, + {0x110f0, 0x110f9, direction::L}, {0x11100, 0x11102, direction::NSM}, + {0x11103, 0x11126, direction::L}, {0x11127, 0x1112b, direction::NSM}, + {0x1112c, 0x1112c, direction::L}, {0x1112d, 0x11134, direction::NSM}, + {0x11136, 0x11147, direction::L}, {0x11150, 0x11172, direction::L}, + {0x11173, 0x11173, direction::NSM}, {0x11174, 0x11176, direction::L}, + {0x11180, 0x11181, direction::NSM}, {0x11182, 0x111b5, direction::L}, + {0x111b6, 0x111be, direction::NSM}, {0x111bf, 0x111c8, direction::L}, + {0x111c9, 0x111cc, direction::NSM}, {0x111cd, 0x111ce, direction::L}, + {0x111cf, 0x111cf, direction::NSM}, {0x111d0, 0x111df, direction::L}, + {0x111e1, 0x111f4, direction::L}, {0x11200, 0x11211, direction::L}, + {0x11213, 0x1122e, direction::L}, {0x1122f, 0x11231, direction::NSM}, + {0x11232, 0x11233, direction::L}, {0x11234, 0x11234, direction::NSM}, + {0x11235, 0x11235, direction::L}, {0x11236, 0x11237, direction::NSM}, + {0x11238, 0x1123d, direction::L}, {0x1123e, 0x1123e, direction::NSM}, + {0x11280, 0x11286, direction::L}, {0x11288, 0x11288, direction::L}, + {0x1128a, 0x1128d, direction::L}, {0x1128f, 0x1129d, direction::L}, + {0x1129f, 0x112a9, direction::L}, {0x112b0, 0x112de, direction::L}, + {0x112df, 0x112df, direction::NSM}, {0x112e0, 0x112e2, direction::L}, + {0x112e3, 0x112ea, direction::NSM}, {0x112f0, 0x112f9, direction::L}, + {0x11300, 0x11301, direction::NSM}, {0x11302, 0x11303, direction::L}, + {0x11305, 0x1130c, direction::L}, {0x1130f, 0x11310, direction::L}, + {0x11313, 0x11328, direction::L}, {0x1132a, 0x11330, direction::L}, + {0x11332, 0x11333, direction::L}, {0x11335, 0x11339, direction::L}, + {0x1133b, 0x1133c, direction::NSM}, {0x1133d, 0x1133f, direction::L}, + {0x11340, 0x11340, direction::NSM}, {0x11341, 0x11344, direction::L}, + {0x11347, 0x11348, direction::L}, {0x1134b, 0x1134d, direction::L}, + {0x11350, 0x11350, direction::L}, {0x11357, 0x11357, direction::L}, + {0x1135d, 0x11363, direction::L}, {0x11366, 0x1136c, direction::NSM}, + {0x11370, 0x11374, direction::NSM}, {0x11400, 0x11437, direction::L}, + {0x11438, 0x1143f, direction::NSM}, {0x11440, 0x11441, direction::L}, + {0x11442, 0x11444, direction::NSM}, {0x11445, 0x11445, direction::L}, + {0x11446, 0x11446, direction::NSM}, {0x11447, 0x1145b, direction::L}, + {0x1145d, 0x1145d, direction::L}, {0x1145e, 0x1145e, direction::NSM}, + {0x1145f, 0x11461, direction::L}, {0x11480, 0x114b2, direction::L}, + {0x114b3, 0x114b8, direction::NSM}, {0x114b9, 0x114b9, direction::L}, + {0x114ba, 0x114ba, direction::NSM}, {0x114bb, 0x114be, direction::L}, + {0x114bf, 0x114c0, direction::NSM}, {0x114c1, 0x114c1, direction::L}, + {0x114c2, 0x114c3, direction::NSM}, {0x114c4, 0x114c7, direction::L}, + {0x114d0, 0x114d9, direction::L}, {0x11580, 0x115b1, direction::L}, + {0x115b2, 0x115b5, direction::NSM}, {0x115b8, 0x115bb, direction::L}, + {0x115bc, 0x115bd, direction::NSM}, {0x115be, 0x115be, direction::L}, + {0x115bf, 0x115c0, direction::NSM}, {0x115c1, 0x115db, direction::L}, + {0x115dc, 0x115dd, direction::NSM}, {0x11600, 0x11632, direction::L}, + {0x11633, 0x1163a, direction::NSM}, {0x1163b, 0x1163c, direction::L}, + {0x1163d, 0x1163d, direction::NSM}, {0x1163e, 0x1163e, direction::L}, + {0x1163f, 0x11640, direction::NSM}, {0x11641, 0x11644, direction::L}, + {0x11650, 0x11659, direction::L}, {0x11660, 0x1166c, direction::ON}, + {0x11680, 0x116aa, direction::L}, {0x116ab, 0x116ab, direction::NSM}, + {0x116ac, 0x116ac, direction::L}, {0x116ad, 0x116ad, direction::NSM}, + {0x116ae, 0x116af, direction::L}, {0x116b0, 0x116b5, direction::NSM}, + {0x116b6, 0x116b6, direction::L}, {0x116b7, 0x116b7, direction::NSM}, + {0x116b8, 0x116b8, direction::L}, {0x116c0, 0x116c9, direction::L}, + {0x11700, 0x1171a, direction::L}, {0x1171d, 0x1171f, direction::NSM}, + {0x11720, 0x11721, direction::L}, {0x11722, 0x11725, direction::NSM}, + {0x11726, 0x11726, direction::L}, {0x11727, 0x1172b, direction::NSM}, + {0x11730, 0x1173f, direction::L}, {0x11800, 0x1182e, direction::L}, + {0x1182f, 0x11837, direction::NSM}, {0x11838, 0x11838, direction::L}, + {0x11839, 0x1183a, direction::NSM}, {0x1183b, 0x1183b, direction::L}, + {0x118a0, 0x118f2, direction::L}, {0x118ff, 0x11906, direction::L}, + {0x11909, 0x11909, direction::L}, {0x1190c, 0x11913, direction::L}, + {0x11915, 0x11916, direction::L}, {0x11918, 0x11935, direction::L}, + {0x11937, 0x11938, direction::L}, {0x1193b, 0x1193c, direction::NSM}, + {0x1193d, 0x1193d, direction::L}, {0x1193e, 0x1193e, direction::NSM}, + {0x1193f, 0x11942, direction::L}, {0x11943, 0x11943, direction::NSM}, + {0x11944, 0x11946, direction::L}, {0x11950, 0x11959, direction::L}, + {0x119a0, 0x119a7, direction::L}, {0x119aa, 0x119d3, direction::L}, + {0x119d4, 0x119d7, direction::NSM}, {0x119da, 0x119db, direction::NSM}, + {0x119dc, 0x119df, direction::L}, {0x119e0, 0x119e0, direction::NSM}, + {0x119e1, 0x119e4, direction::L}, {0x11a00, 0x11a00, direction::L}, + {0x11a01, 0x11a06, direction::NSM}, {0x11a07, 0x11a08, direction::L}, + {0x11a09, 0x11a0a, direction::NSM}, {0x11a0b, 0x11a32, direction::L}, + {0x11a33, 0x11a38, direction::NSM}, {0x11a39, 0x11a3a, direction::L}, + {0x11a3b, 0x11a3e, direction::NSM}, {0x11a3f, 0x11a46, direction::L}, + {0x11a47, 0x11a47, direction::NSM}, {0x11a50, 0x11a50, direction::L}, + {0x11a51, 0x11a56, direction::NSM}, {0x11a57, 0x11a58, direction::L}, + {0x11a59, 0x11a5b, direction::NSM}, {0x11a5c, 0x11a89, direction::L}, + {0x11a8a, 0x11a96, direction::NSM}, {0x11a97, 0x11a97, direction::L}, + {0x11a98, 0x11a99, direction::NSM}, {0x11a9a, 0x11aa2, direction::L}, + {0x11ac0, 0x11af8, direction::L}, {0x11c00, 0x11c08, direction::L}, + {0x11c0a, 0x11c2f, direction::L}, {0x11c30, 0x11c36, direction::NSM}, + {0x11c38, 0x11c3d, direction::NSM}, {0x11c3e, 0x11c45, direction::L}, + {0x11c50, 0x11c6c, direction::L}, {0x11c70, 0x11c8f, direction::L}, + {0x11c92, 0x11ca7, direction::NSM}, {0x11ca9, 0x11ca9, direction::L}, + {0x11caa, 0x11cb0, direction::NSM}, {0x11cb1, 0x11cb1, direction::L}, + {0x11cb2, 0x11cb3, direction::NSM}, {0x11cb4, 0x11cb4, direction::L}, + {0x11cb5, 0x11cb6, direction::NSM}, {0x11d00, 0x11d06, direction::L}, + {0x11d08, 0x11d09, direction::L}, {0x11d0b, 0x11d30, direction::L}, + {0x11d31, 0x11d36, direction::NSM}, {0x11d3a, 0x11d3a, direction::NSM}, + {0x11d3c, 0x11d3d, direction::NSM}, {0x11d3f, 0x11d45, direction::NSM}, + {0x11d46, 0x11d46, direction::L}, {0x11d47, 0x11d47, direction::NSM}, + {0x11d50, 0x11d59, direction::L}, {0x11d60, 0x11d65, direction::L}, + {0x11d67, 0x11d68, direction::L}, {0x11d6a, 0x11d8e, direction::L}, + {0x11d90, 0x11d91, direction::NSM}, {0x11d93, 0x11d94, direction::L}, + {0x11d95, 0x11d95, direction::NSM}, {0x11d96, 0x11d96, direction::L}, + {0x11d97, 0x11d97, direction::NSM}, {0x11d98, 0x11d98, direction::L}, + {0x11da0, 0x11da9, direction::L}, {0x11ee0, 0x11ef2, direction::L}, + {0x11ef3, 0x11ef4, direction::NSM}, {0x11ef5, 0x11ef8, direction::L}, + {0x11fb0, 0x11fb0, direction::L}, {0x11fc0, 0x11fd4, direction::L}, + {0x11fd5, 0x11fdc, direction::ON}, {0x11fdd, 0x11fe0, direction::ET}, + {0x11fe1, 0x11ff1, direction::ON}, {0x11fff, 0x12399, direction::L}, + {0x12400, 0x1246e, direction::L}, {0x12470, 0x12474, direction::L}, + {0x12480, 0x12543, direction::L}, {0x13000, 0x1342e, direction::L}, + {0x13430, 0x13438, direction::L}, {0x14400, 0x14646, direction::L}, + {0x16800, 0x16a38, direction::L}, {0x16a40, 0x16a5e, direction::L}, + {0x16a60, 0x16a69, direction::L}, {0x16a6e, 0x16a6f, direction::L}, + {0x16ad0, 0x16aed, direction::L}, {0x16af0, 0x16af4, direction::NSM}, + {0x16af5, 0x16af5, direction::L}, {0x16b00, 0x16b2f, direction::L}, + {0x16b30, 0x16b36, direction::NSM}, {0x16b37, 0x16b45, direction::L}, + {0x16b50, 0x16b59, direction::L}, {0x16b5b, 0x16b61, direction::L}, + {0x16b63, 0x16b77, direction::L}, {0x16b7d, 0x16b8f, direction::L}, + {0x16e40, 0x16e9a, direction::L}, {0x16f00, 0x16f4a, direction::L}, + {0x16f4f, 0x16f4f, direction::NSM}, {0x16f50, 0x16f87, direction::L}, + {0x16f8f, 0x16f92, direction::NSM}, {0x16f93, 0x16f9f, direction::L}, + {0x16fe0, 0x16fe1, direction::L}, {0x16fe2, 0x16fe2, direction::ON}, + {0x16fe3, 0x16fe3, direction::L}, {0x16fe4, 0x16fe4, direction::NSM}, + {0x16ff0, 0x16ff1, direction::L}, {0x17000, 0x187f7, direction::L}, + {0x18800, 0x18cd5, direction::L}, {0x18d00, 0x18d08, direction::L}, + {0x1b000, 0x1b11e, direction::L}, {0x1b150, 0x1b152, direction::L}, + {0x1b164, 0x1b167, direction::L}, {0x1b170, 0x1b2fb, direction::L}, + {0x1bc00, 0x1bc6a, direction::L}, {0x1bc70, 0x1bc7c, direction::L}, + {0x1bc80, 0x1bc88, direction::L}, {0x1bc90, 0x1bc99, direction::L}, + {0x1bc9c, 0x1bc9c, direction::L}, {0x1bc9d, 0x1bc9e, direction::NSM}, + {0x1bc9f, 0x1bc9f, direction::L}, {0x1bca0, 0x1bca3, direction::BN}, + {0x1d000, 0x1d0f5, direction::L}, {0x1d100, 0x1d126, direction::L}, + {0x1d129, 0x1d166, direction::L}, {0x1d167, 0x1d169, direction::NSM}, + {0x1d16a, 0x1d172, direction::L}, {0x1d173, 0x1d17a, direction::BN}, + {0x1d17b, 0x1d182, direction::NSM}, {0x1d183, 0x1d184, direction::L}, + {0x1d185, 0x1d18b, direction::NSM}, {0x1d18c, 0x1d1a9, direction::L}, + {0x1d1aa, 0x1d1ad, direction::NSM}, {0x1d1ae, 0x1d1e8, direction::L}, + {0x1d200, 0x1d241, direction::ON}, {0x1d242, 0x1d244, direction::NSM}, + {0x1d245, 0x1d245, direction::ON}, {0x1d2e0, 0x1d2f3, direction::L}, + {0x1d300, 0x1d356, direction::ON}, {0x1d360, 0x1d378, direction::L}, + {0x1d400, 0x1d454, direction::L}, {0x1d456, 0x1d49c, direction::L}, + {0x1d49e, 0x1d49f, direction::L}, {0x1d4a2, 0x1d4a2, direction::L}, + {0x1d4a5, 0x1d4a6, direction::L}, {0x1d4a9, 0x1d4ac, direction::L}, + {0x1d4ae, 0x1d4b9, direction::L}, {0x1d4bb, 0x1d4bb, direction::L}, + {0x1d4bd, 0x1d4c3, direction::L}, {0x1d4c5, 0x1d505, direction::L}, + {0x1d507, 0x1d50a, direction::L}, {0x1d50d, 0x1d514, direction::L}, + {0x1d516, 0x1d51c, direction::L}, {0x1d51e, 0x1d539, direction::L}, + {0x1d53b, 0x1d53e, direction::L}, {0x1d540, 0x1d544, direction::L}, + {0x1d546, 0x1d546, direction::L}, {0x1d54a, 0x1d550, direction::L}, + {0x1d552, 0x1d6a5, direction::L}, {0x1d6a8, 0x1d6da, direction::L}, + {0x1d6db, 0x1d6db, direction::ON}, {0x1d6dc, 0x1d714, direction::L}, + {0x1d715, 0x1d715, direction::ON}, {0x1d716, 0x1d74e, direction::L}, + {0x1d74f, 0x1d74f, direction::ON}, {0x1d750, 0x1d788, direction::L}, + {0x1d789, 0x1d789, direction::ON}, {0x1d78a, 0x1d7c2, direction::L}, + {0x1d7c3, 0x1d7c3, direction::ON}, {0x1d7c4, 0x1d7cb, direction::L}, + {0x1d7ce, 0x1d7ff, direction::EN}, {0x1d800, 0x1d9ff, direction::L}, + {0x1da00, 0x1da36, direction::NSM}, {0x1da37, 0x1da3a, direction::L}, + {0x1da3b, 0x1da6c, direction::NSM}, {0x1da6d, 0x1da74, direction::L}, + {0x1da75, 0x1da75, direction::NSM}, {0x1da76, 0x1da83, direction::L}, + {0x1da84, 0x1da84, direction::NSM}, {0x1da85, 0x1da8b, direction::L}, + {0x1da9b, 0x1da9f, direction::NSM}, {0x1daa1, 0x1daaf, direction::NSM}, + {0x1e000, 0x1e006, direction::NSM}, {0x1e008, 0x1e018, direction::NSM}, + {0x1e01b, 0x1e021, direction::NSM}, {0x1e023, 0x1e024, direction::NSM}, + {0x1e026, 0x1e02a, direction::NSM}, {0x1e100, 0x1e12c, direction::L}, + {0x1e130, 0x1e136, direction::NSM}, {0x1e137, 0x1e13d, direction::L}, + {0x1e140, 0x1e149, direction::L}, {0x1e14e, 0x1e14f, direction::L}, + {0x1e2c0, 0x1e2eb, direction::L}, {0x1e2ec, 0x1e2ef, direction::NSM}, + {0x1e2f0, 0x1e2f9, direction::L}, {0x1e2ff, 0x1e2ff, direction::ET}, + {0x1e800, 0x1e8c4, direction::R}, {0x1e8c7, 0x1e8cf, direction::R}, + {0x1e8d0, 0x1e8d6, direction::NSM}, {0x1e900, 0x1e943, direction::R}, + {0x1e944, 0x1e94a, direction::NSM}, {0x1e94b, 0x1e94b, direction::R}, + {0x1e950, 0x1e959, direction::R}, {0x1e95e, 0x1e95f, direction::R}, + {0x1ec71, 0x1ecb4, direction::AL}, {0x1ed01, 0x1ed3d, direction::AL}, + {0x1ee00, 0x1ee03, direction::AL}, {0x1ee05, 0x1ee1f, direction::AL}, + {0x1ee21, 0x1ee22, direction::AL}, {0x1ee24, 0x1ee24, direction::AL}, + {0x1ee27, 0x1ee27, direction::AL}, {0x1ee29, 0x1ee32, direction::AL}, + {0x1ee34, 0x1ee37, direction::AL}, {0x1ee39, 0x1ee39, direction::AL}, + {0x1ee3b, 0x1ee3b, direction::AL}, {0x1ee42, 0x1ee42, direction::AL}, + {0x1ee47, 0x1ee47, direction::AL}, {0x1ee49, 0x1ee49, direction::AL}, + {0x1ee4b, 0x1ee4b, direction::AL}, {0x1ee4d, 0x1ee4f, direction::AL}, + {0x1ee51, 0x1ee52, direction::AL}, {0x1ee54, 0x1ee54, direction::AL}, + {0x1ee57, 0x1ee57, direction::AL}, {0x1ee59, 0x1ee59, direction::AL}, + {0x1ee5b, 0x1ee5b, direction::AL}, {0x1ee5d, 0x1ee5d, direction::AL}, + {0x1ee5f, 0x1ee5f, direction::AL}, {0x1ee61, 0x1ee62, direction::AL}, + {0x1ee64, 0x1ee64, direction::AL}, {0x1ee67, 0x1ee6a, direction::AL}, + {0x1ee6c, 0x1ee72, direction::AL}, {0x1ee74, 0x1ee77, direction::AL}, + {0x1ee79, 0x1ee7c, direction::AL}, {0x1ee7e, 0x1ee7e, direction::AL}, + {0x1ee80, 0x1ee89, direction::AL}, {0x1ee8b, 0x1ee9b, direction::AL}, + {0x1eea1, 0x1eea3, direction::AL}, {0x1eea5, 0x1eea9, direction::AL}, + {0x1eeab, 0x1eebb, direction::AL}, {0x1eef0, 0x1eef1, direction::ON}, + {0x1f000, 0x1f02b, direction::ON}, {0x1f030, 0x1f093, direction::ON}, + {0x1f0a0, 0x1f0ae, direction::ON}, {0x1f0b1, 0x1f0bf, direction::ON}, + {0x1f0c1, 0x1f0cf, direction::ON}, {0x1f0d1, 0x1f0f5, direction::ON}, + {0x1f100, 0x1f10a, direction::EN}, {0x1f10b, 0x1f10f, direction::ON}, + {0x1f110, 0x1f12e, direction::L}, {0x1f12f, 0x1f12f, direction::ON}, + {0x1f130, 0x1f169, direction::L}, {0x1f16a, 0x1f16f, direction::ON}, + {0x1f170, 0x1f1ac, direction::L}, {0x1f1ad, 0x1f1ad, direction::ON}, + {0x1f1e6, 0x1f202, direction::L}, {0x1f210, 0x1f23b, direction::L}, + {0x1f240, 0x1f248, direction::L}, {0x1f250, 0x1f251, direction::L}, + {0x1f260, 0x1f265, direction::ON}, {0x1f300, 0x1f6d7, direction::ON}, + {0x1f6e0, 0x1f6ec, direction::ON}, {0x1f6f0, 0x1f6fc, direction::ON}, + {0x1f700, 0x1f773, direction::ON}, {0x1f780, 0x1f7d8, direction::ON}, + {0x1f7e0, 0x1f7eb, direction::ON}, {0x1f800, 0x1f80b, direction::ON}, + {0x1f810, 0x1f847, direction::ON}, {0x1f850, 0x1f859, direction::ON}, + {0x1f860, 0x1f887, direction::ON}, {0x1f890, 0x1f8ad, direction::ON}, + {0x1f8b0, 0x1f8b1, direction::ON}, {0x1f900, 0x1f978, direction::ON}, + {0x1f97a, 0x1f9cb, direction::ON}, {0x1f9cd, 0x1fa53, direction::ON}, + {0x1fa60, 0x1fa6d, direction::ON}, {0x1fa70, 0x1fa74, direction::ON}, + {0x1fa78, 0x1fa7a, direction::ON}, {0x1fa80, 0x1fa86, direction::ON}, + {0x1fa90, 0x1faa8, direction::ON}, {0x1fab0, 0x1fab6, direction::ON}, + {0x1fac0, 0x1fac2, direction::ON}, {0x1fad0, 0x1fad6, direction::ON}, + {0x1fb00, 0x1fb92, direction::ON}, {0x1fb94, 0x1fbca, direction::ON}, + {0x1fbf0, 0x1fbf9, direction::EN}, {0x20000, 0x2a6dd, direction::L}, + {0x2a700, 0x2b734, direction::L}, {0x2b740, 0x2b81d, direction::L}, + {0x2b820, 0x2cea1, direction::L}, {0x2ceb0, 0x2ebe0, direction::L}, + {0x2f800, 0x2fa1d, direction::L}, {0x30000, 0x3134a, direction::L}, + {0xe0001, 0xe0001, direction::BN}, {0xe0020, 0xe007f, direction::BN}, + {0xe0100, 0xe01ef, direction::NSM}, {0xf0000, 0xffffd, direction::L}, + {0x100000, 0x10fffd, direction::L}}; + +// CheckJoiners and CheckBidi are true for URL specification. + +inline static direction find_direction(uint32_t code_point) noexcept { + auto it = std::lower_bound( + std::begin(dir_table), std::end(dir_table), code_point, + [](const directions& d, uint32_t c) { return d.final_code < c; }); + + // next check is almost surely in vain, but we use it for safety. + if (it == std::end(dir_table)) { + return direction::NONE; + } + // We have that d.final_code >= c. + if (code_point >= it->start_code) { + return it->direct; + } + return direction::NONE; +} + +inline static size_t find_last_not_of_nsm( + const std::u32string_view label) noexcept { + for (int i = label.size() - 1; i >= 0; i--) + if (find_direction(label[i]) != direction::NSM) return i; + + return std::u32string_view::npos; +} + +// An RTL label is a label that contains at least one character of type R, AL, +// or AN. https://www.rfc-editor.org/rfc/rfc5893#section-2 +inline static bool is_rtl_label(const std::u32string_view label) noexcept { + const size_t mask = + (1u << direction::R) | (1u << direction::AL) | (1u << direction::AN); + + size_t directions = 0; + for (size_t i = 0; i < label.size(); i++) { + directions |= 1u << find_direction(label[i]); + } + return (directions & mask) != 0; +} + +bool is_label_valid(const std::u32string_view label) { + if (label.empty()) { + return true; + } + + /////////////// + // We have a normalization step which ensures that we are in NFC. + // If we receive punycode, we normalize and check that the normalized + // version matches the original. + // -------------------------------------- + // The label must be in Unicode Normalization Form NFC. + + // Current URL standard indicatest that CheckHyphens is set to false. + // --------------------------------------- + // If CheckHyphens, the label must not contain a U+002D HYPHEN-MINUS character + // in both the third and fourth positions. If CheckHyphens, the label must + // neither begin nor end with a U+002D HYPHEN-MINUS character. + + // This is not necessary because we segment the + // labels by '.'. + // --------------------------------------- + // The label must not contain a U+002E ( . ) FULL STOP. + // if (label.find('.') != std::string_view::npos) return false; + + // The label must not begin with a combining mark, that is: + // General_Category=Mark. + constexpr static uint32_t combining[] = { + 0x300, 0x301, 0x302, 0x303, 0x304, 0x305, 0x306, 0x307, + 0x308, 0x309, 0x30a, 0x30b, 0x30c, 0x30d, 0x30e, 0x30f, + 0x310, 0x311, 0x312, 0x313, 0x314, 0x315, 0x316, 0x317, + 0x318, 0x319, 0x31a, 0x31b, 0x31c, 0x31d, 0x31e, 0x31f, + 0x320, 0x321, 0x322, 0x323, 0x324, 0x325, 0x326, 0x327, + 0x328, 0x329, 0x32a, 0x32b, 0x32c, 0x32d, 0x32e, 0x32f, + 0x330, 0x331, 0x332, 0x333, 0x334, 0x335, 0x336, 0x337, + 0x338, 0x339, 0x33a, 0x33b, 0x33c, 0x33d, 0x33e, 0x33f, + 0x340, 0x341, 0x342, 0x343, 0x344, 0x345, 0x346, 0x347, + 0x348, 0x349, 0x34a, 0x34b, 0x34c, 0x34d, 0x34e, 0x34f, + 0x350, 0x351, 0x352, 0x353, 0x354, 0x355, 0x356, 0x357, + 0x358, 0x359, 0x35a, 0x35b, 0x35c, 0x35d, 0x35e, 0x35f, + 0x360, 0x361, 0x362, 0x363, 0x364, 0x365, 0x366, 0x367, + 0x368, 0x369, 0x36a, 0x36b, 0x36c, 0x36d, 0x36e, 0x36f, + 0x483, 0x484, 0x485, 0x486, 0x487, 0x488, 0x489, 0x591, + 0x592, 0x593, 0x594, 0x595, 0x596, 0x597, 0x598, 0x599, + 0x59a, 0x59b, 0x59c, 0x59d, 0x59e, 0x59f, 0x5a0, 0x5a1, + 0x5a2, 0x5a3, 0x5a4, 0x5a5, 0x5a6, 0x5a7, 0x5a8, 0x5a9, + 0x5aa, 0x5ab, 0x5ac, 0x5ad, 0x5ae, 0x5af, 0x5b0, 0x5b1, + 0x5b2, 0x5b3, 0x5b4, 0x5b5, 0x5b6, 0x5b7, 0x5b8, 0x5b9, + 0x5ba, 0x5bb, 0x5bc, 0x5bd, 0x5bf, 0x5c1, 0x5c2, 0x5c4, + 0x5c5, 0x5c7, 0x610, 0x611, 0x612, 0x613, 0x614, 0x615, + 0x616, 0x617, 0x618, 0x619, 0x61a, 0x64b, 0x64c, 0x64d, + 0x64e, 0x64f, 0x650, 0x651, 0x652, 0x653, 0x654, 0x655, + 0x656, 0x657, 0x658, 0x659, 0x65a, 0x65b, 0x65c, 0x65d, + 0x65e, 0x65f, 0x670, 0x6d6, 0x6d7, 0x6d8, 0x6d9, 0x6da, + 0x6db, 0x6dc, 0x6df, 0x6e0, 0x6e1, 0x6e2, 0x6e3, 0x6e4, + 0x6e7, 0x6e8, 0x6ea, 0x6eb, 0x6ec, 0x6ed, 0x711, 0x730, + 0x731, 0x732, 0x733, 0x734, 0x735, 0x736, 0x737, 0x738, + 0x739, 0x73a, 0x73b, 0x73c, 0x73d, 0x73e, 0x73f, 0x740, + 0x741, 0x742, 0x743, 0x744, 0x745, 0x746, 0x747, 0x748, + 0x749, 0x74a, 0x7a6, 0x7a7, 0x7a8, 0x7a9, 0x7aa, 0x7ab, + 0x7ac, 0x7ad, 0x7ae, 0x7af, 0x7b0, 0x7eb, 0x7ec, 0x7ed, + 0x7ee, 0x7ef, 0x7f0, 0x7f1, 0x7f2, 0x7f3, 0x7fd, 0x816, + 0x817, 0x818, 0x819, 0x81b, 0x81c, 0x81d, 0x81e, 0x81f, + 0x820, 0x821, 0x822, 0x823, 0x825, 0x826, 0x827, 0x829, + 0x82a, 0x82b, 0x82c, 0x82d, 0x859, 0x85a, 0x85b, 0x8d3, + 0x8d4, 0x8d5, 0x8d6, 0x8d7, 0x8d8, 0x8d9, 0x8da, 0x8db, + 0x8dc, 0x8dd, 0x8de, 0x8df, 0x8e0, 0x8e1, 0x8e3, 0x8e4, + 0x8e5, 0x8e6, 0x8e7, 0x8e8, 0x8e9, 0x8ea, 0x8eb, 0x8ec, + 0x8ed, 0x8ee, 0x8ef, 0x8f0, 0x8f1, 0x8f2, 0x8f3, 0x8f4, + 0x8f5, 0x8f6, 0x8f7, 0x8f8, 0x8f9, 0x8fa, 0x8fb, 0x8fc, + 0x8fd, 0x8fe, 0x8ff, 0x900, 0x901, 0x902, 0x903, 0x93a, + 0x93b, 0x93c, 0x93e, 0x93f, 0x940, 0x941, 0x942, 0x943, + 0x944, 0x945, 0x946, 0x947, 0x948, 0x949, 0x94a, 0x94b, + 0x94c, 0x94d, 0x94e, 0x94f, 0x951, 0x952, 0x953, 0x954, + 0x955, 0x956, 0x957, 0x962, 0x963, 0x981, 0x982, 0x983, + 0x9bc, 0x9be, 0x9bf, 0x9c0, 0x9c1, 0x9c2, 0x9c3, 0x9c4, + 0x9c7, 0x9c8, 0x9cb, 0x9cc, 0x9cd, 0x9d7, 0x9e2, 0x9e3, + 0x9fe, 0xa01, 0xa02, 0xa03, 0xa3c, 0xa3e, 0xa3f, 0xa40, + 0xa41, 0xa42, 0xa47, 0xa48, 0xa4b, 0xa4c, 0xa4d, 0xa51, + 0xa70, 0xa71, 0xa75, 0xa81, 0xa82, 0xa83, 0xabc, 0xabe, + 0xabf, 0xac0, 0xac1, 0xac2, 0xac3, 0xac4, 0xac5, 0xac7, + 0xac8, 0xac9, 0xacb, 0xacc, 0xacd, 0xae2, 0xae3, 0xafa, + 0xafb, 0xafc, 0xafd, 0xafe, 0xaff, 0xb01, 0xb02, 0xb03, + 0xb3c, 0xb3e, 0xb3f, 0xb40, 0xb41, 0xb42, 0xb43, 0xb44, + 0xb47, 0xb48, 0xb4b, 0xb4c, 0xb4d, 0xb55, 0xb56, 0xb57, + 0xb62, 0xb63, 0xb82, 0xbbe, 0xbbf, 0xbc0, 0xbc1, 0xbc2, + 0xbc6, 0xbc7, 0xbc8, 0xbca, 0xbcb, 0xbcc, 0xbcd, 0xbd7, + 0xc00, 0xc01, 0xc02, 0xc03, 0xc04, 0xc3e, 0xc3f, 0xc40, + 0xc41, 0xc42, 0xc43, 0xc44, 0xc46, 0xc47, 0xc48, 0xc4a, + 0xc4b, 0xc4c, 0xc4d, 0xc55, 0xc56, 0xc62, 0xc63, 0xc81, + 0xc82, 0xc83, 0xcbc, 0xcbe, 0xcbf, 0xcc0, 0xcc1, 0xcc2, + 0xcc3, 0xcc4, 0xcc6, 0xcc7, 0xcc8, 0xcca, 0xccb, 0xccc, + 0xccd, 0xcd5, 0xcd6, 0xce2, 0xce3, 0xd00, 0xd01, 0xd02, + 0xd03, 0xd3b, 0xd3c, 0xd3e, 0xd3f, 0xd40, 0xd41, 0xd42, + 0xd43, 0xd44, 0xd46, 0xd47, 0xd48, 0xd4a, 0xd4b, 0xd4c, + 0xd4d, 0xd57, 0xd62, 0xd63, 0xd81, 0xd82, 0xd83, 0xdca, + 0xdcf, 0xdd0, 0xdd1, 0xdd2, 0xdd3, 0xdd4, 0xdd6, 0xdd8, + 0xdd9, 0xdda, 0xddb, 0xddc, 0xddd, 0xdde, 0xddf, 0xdf2, + 0xdf3, 0xe31, 0xe34, 0xe35, 0xe36, 0xe37, 0xe38, 0xe39, + 0xe3a, 0xe47, 0xe48, 0xe49, 0xe4a, 0xe4b, 0xe4c, 0xe4d, + 0xe4e, 0xeb1, 0xeb4, 0xeb5, 0xeb6, 0xeb7, 0xeb8, 0xeb9, + 0xeba, 0xebb, 0xebc, 0xec8, 0xec9, 0xeca, 0xecb, 0xecc, + 0xecd, 0xf18, 0xf19, 0xf35, 0xf37, 0xf39, 0xf3e, 0xf3f, + 0xf71, 0xf72, 0xf73, 0xf74, 0xf75, 0xf76, 0xf77, 0xf78, + 0xf79, 0xf7a, 0xf7b, 0xf7c, 0xf7d, 0xf7e, 0xf7f, 0xf80, + 0xf81, 0xf82, 0xf83, 0xf84, 0xf86, 0xf87, 0xf8d, 0xf8e, 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0x11721, 0x11722, 0x11723, + 0x11724, 0x11725, 0x11726, 0x11727, 0x11728, 0x11729, 0x1172a, 0x1172b, + 0x1182c, 0x1182d, 0x1182e, 0x1182f, 0x11830, 0x11831, 0x11832, 0x11833, + 0x11834, 0x11835, 0x11836, 0x11837, 0x11838, 0x11839, 0x1183a, 0x11930, + 0x11931, 0x11932, 0x11933, 0x11934, 0x11935, 0x11937, 0x11938, 0x1193b, + 0x1193c, 0x1193d, 0x1193e, 0x11940, 0x11942, 0x11943, 0x119d1, 0x119d2, + 0x119d3, 0x119d4, 0x119d5, 0x119d6, 0x119d7, 0x119da, 0x119db, 0x119dc, + 0x119dd, 0x119de, 0x119df, 0x119e0, 0x119e4, 0x11a01, 0x11a02, 0x11a03, + 0x11a04, 0x11a05, 0x11a06, 0x11a07, 0x11a08, 0x11a09, 0x11a0a, 0x11a33, + 0x11a34, 0x11a35, 0x11a36, 0x11a37, 0x11a38, 0x11a39, 0x11a3b, 0x11a3c, + 0x11a3d, 0x11a3e, 0x11a47, 0x11a51, 0x11a52, 0x11a53, 0x11a54, 0x11a55, + 0x11a56, 0x11a57, 0x11a58, 0x11a59, 0x11a5a, 0x11a5b, 0x11a8a, 0x11a8b, + 0x11a8c, 0x11a8d, 0x11a8e, 0x11a8f, 0x11a90, 0x11a91, 0x11a92, 0x11a93, + 0x11a94, 0x11a95, 0x11a96, 0x11a97, 0x11a98, 0x11a99, 0x11c2f, 0x11c30, + 0x11c31, 0x11c32, 0x11c33, 0x11c34, 0x11c35, 0x11c36, 0x11c38, 0x11c39, + 0x11c3a, 0x11c3b, 0x11c3c, 0x11c3d, 0x11c3e, 0x11c3f, 0x11c92, 0x11c93, + 0x11c94, 0x11c95, 0x11c96, 0x11c97, 0x11c98, 0x11c99, 0x11c9a, 0x11c9b, + 0x11c9c, 0x11c9d, 0x11c9e, 0x11c9f, 0x11ca0, 0x11ca1, 0x11ca2, 0x11ca3, + 0x11ca4, 0x11ca5, 0x11ca6, 0x11ca7, 0x11ca9, 0x11caa, 0x11cab, 0x11cac, + 0x11cad, 0x11cae, 0x11caf, 0x11cb0, 0x11cb1, 0x11cb2, 0x11cb3, 0x11cb4, + 0x11cb5, 0x11cb6, 0x11d31, 0x11d32, 0x11d33, 0x11d34, 0x11d35, 0x11d36, + 0x11d3a, 0x11d3c, 0x11d3d, 0x11d3f, 0x11d40, 0x11d41, 0x11d42, 0x11d43, + 0x11d44, 0x11d45, 0x11d47, 0x11d8a, 0x11d8b, 0x11d8c, 0x11d8d, 0x11d8e, + 0x11d90, 0x11d91, 0x11d93, 0x11d94, 0x11d95, 0x11d96, 0x11d97, 0x11ef3, + 0x11ef4, 0x11ef5, 0x11ef6, 0x16af0, 0x16af1, 0x16af2, 0x16af3, 0x16af4, + 0x16b30, 0x16b31, 0x16b32, 0x16b33, 0x16b34, 0x16b35, 0x16b36, 0x16f4f, + 0x16f51, 0x16f52, 0x16f53, 0x16f54, 0x16f55, 0x16f56, 0x16f57, 0x16f58, + 0x16f59, 0x16f5a, 0x16f5b, 0x16f5c, 0x16f5d, 0x16f5e, 0x16f5f, 0x16f60, + 0x16f61, 0x16f62, 0x16f63, 0x16f64, 0x16f65, 0x16f66, 0x16f67, 0x16f68, + 0x16f69, 0x16f6a, 0x16f6b, 0x16f6c, 0x16f6d, 0x16f6e, 0x16f6f, 0x16f70, + 0x16f71, 0x16f72, 0x16f73, 0x16f74, 0x16f75, 0x16f76, 0x16f77, 0x16f78, + 0x16f79, 0x16f7a, 0x16f7b, 0x16f7c, 0x16f7d, 0x16f7e, 0x16f7f, 0x16f80, + 0x16f81, 0x16f82, 0x16f83, 0x16f84, 0x16f85, 0x16f86, 0x16f87, 0x16f8f, + 0x16f90, 0x16f91, 0x16f92, 0x16fe4, 0x16ff0, 0x16ff1, 0x1bc9d, 0x1bc9e, + 0x1d165, 0x1d166, 0x1d167, 0x1d168, 0x1d169, 0x1d16d, 0x1d16e, 0x1d16f, + 0x1d170, 0x1d171, 0x1d172, 0x1d17b, 0x1d17c, 0x1d17d, 0x1d17e, 0x1d17f, + 0x1d180, 0x1d181, 0x1d182, 0x1d185, 0x1d186, 0x1d187, 0x1d188, 0x1d189, + 0x1d18a, 0x1d18b, 0x1d1aa, 0x1d1ab, 0x1d1ac, 0x1d1ad, 0x1d242, 0x1d243, + 0x1d244, 0x1da00, 0x1da01, 0x1da02, 0x1da03, 0x1da04, 0x1da05, 0x1da06, + 0x1da07, 0x1da08, 0x1da09, 0x1da0a, 0x1da0b, 0x1da0c, 0x1da0d, 0x1da0e, + 0x1da0f, 0x1da10, 0x1da11, 0x1da12, 0x1da13, 0x1da14, 0x1da15, 0x1da16, + 0x1da17, 0x1da18, 0x1da19, 0x1da1a, 0x1da1b, 0x1da1c, 0x1da1d, 0x1da1e, + 0x1da1f, 0x1da20, 0x1da21, 0x1da22, 0x1da23, 0x1da24, 0x1da25, 0x1da26, + 0x1da27, 0x1da28, 0x1da29, 0x1da2a, 0x1da2b, 0x1da2c, 0x1da2d, 0x1da2e, + 0x1da2f, 0x1da30, 0x1da31, 0x1da32, 0x1da33, 0x1da34, 0x1da35, 0x1da36, + 0x1da3b, 0x1da3c, 0x1da3d, 0x1da3e, 0x1da3f, 0x1da40, 0x1da41, 0x1da42, + 0x1da43, 0x1da44, 0x1da45, 0x1da46, 0x1da47, 0x1da48, 0x1da49, 0x1da4a, + 0x1da4b, 0x1da4c, 0x1da4d, 0x1da4e, 0x1da4f, 0x1da50, 0x1da51, 0x1da52, + 0x1da53, 0x1da54, 0x1da55, 0x1da56, 0x1da57, 0x1da58, 0x1da59, 0x1da5a, + 0x1da5b, 0x1da5c, 0x1da5d, 0x1da5e, 0x1da5f, 0x1da60, 0x1da61, 0x1da62, + 0x1da63, 0x1da64, 0x1da65, 0x1da66, 0x1da67, 0x1da68, 0x1da69, 0x1da6a, + 0x1da6b, 0x1da6c, 0x1da75, 0x1da84, 0x1da9b, 0x1da9c, 0x1da9d, 0x1da9e, + 0x1da9f, 0x1daa1, 0x1daa2, 0x1daa3, 0x1daa4, 0x1daa5, 0x1daa6, 0x1daa7, + 0x1daa8, 0x1daa9, 0x1daaa, 0x1daab, 0x1daac, 0x1daad, 0x1daae, 0x1daaf, + 0x1e000, 0x1e001, 0x1e002, 0x1e003, 0x1e004, 0x1e005, 0x1e006, 0x1e008, + 0x1e009, 0x1e00a, 0x1e00b, 0x1e00c, 0x1e00d, 0x1e00e, 0x1e00f, 0x1e010, + 0x1e011, 0x1e012, 0x1e013, 0x1e014, 0x1e015, 0x1e016, 0x1e017, 0x1e018, + 0x1e01b, 0x1e01c, 0x1e01d, 0x1e01e, 0x1e01f, 0x1e020, 0x1e021, 0x1e023, + 0x1e024, 0x1e026, 0x1e027, 0x1e028, 0x1e029, 0x1e02a, 0x1e130, 0x1e131, + 0x1e132, 0x1e133, 0x1e134, 0x1e135, 0x1e136, 0x1e2ec, 0x1e2ed, 0x1e2ee, + 0x1e2ef, 0x1e8d0, 0x1e8d1, 0x1e8d2, 0x1e8d3, 0x1e8d4, 0x1e8d5, 0x1e8d6, + 0x1e944, 0x1e945, 0x1e946, 0x1e947, 0x1e948, 0x1e949, 0x1e94a, 0xe0100, + 0xe0101, 0xe0102, 0xe0103, 0xe0104, 0xe0105, 0xe0106, 0xe0107, 0xe0108, + 0xe0109, 0xe010a, 0xe010b, 0xe010c, 0xe010d, 0xe010e, 0xe010f, 0xe0110, + 0xe0111, 0xe0112, 0xe0113, 0xe0114, 0xe0115, 0xe0116, 0xe0117, 0xe0118, + 0xe0119, 0xe011a, 0xe011b, 0xe011c, 0xe011d, 0xe011e, 0xe011f, 0xe0120, + 0xe0121, 0xe0122, 0xe0123, 0xe0124, 0xe0125, 0xe0126, 0xe0127, 0xe0128, + 0xe0129, 0xe012a, 0xe012b, 0xe012c, 0xe012d, 0xe012e, 0xe012f, 0xe0130, + 0xe0131, 0xe0132, 0xe0133, 0xe0134, 0xe0135, 0xe0136, 0xe0137, 0xe0138, + 0xe0139, 0xe013a, 0xe013b, 0xe013c, 0xe013d, 0xe013e, 0xe013f, 0xe0140, + 0xe0141, 0xe0142, 0xe0143, 0xe0144, 0xe0145, 0xe0146, 0xe0147, 0xe0148, + 0xe0149, 0xe014a, 0xe014b, 0xe014c, 0xe014d, 0xe014e, 0xe014f, 0xe0150, + 0xe0151, 0xe0152, 0xe0153, 0xe0154, 0xe0155, 0xe0156, 0xe0157, 0xe0158, + 0xe0159, 0xe015a, 0xe015b, 0xe015c, 0xe015d, 0xe015e, 0xe015f, 0xe0160, + 0xe0161, 0xe0162, 0xe0163, 0xe0164, 0xe0165, 0xe0166, 0xe0167, 0xe0168, + 0xe0169, 0xe016a, 0xe016b, 0xe016c, 0xe016d, 0xe016e, 0xe016f, 0xe0170, + 0xe0171, 0xe0172, 0xe0173, 0xe0174, 0xe0175, 0xe0176, 0xe0177, 0xe0178, + 0xe0179, 0xe017a, 0xe017b, 0xe017c, 0xe017d, 0xe017e, 0xe017f, 0xe0180, + 0xe0181, 0xe0182, 0xe0183, 0xe0184, 0xe0185, 0xe0186, 0xe0187, 0xe0188, + 0xe0189, 0xe018a, 0xe018b, 0xe018c, 0xe018d, 0xe018e, 0xe018f, 0xe0190, + 0xe0191, 0xe0192, 0xe0193, 0xe0194, 0xe0195, 0xe0196, 0xe0197, 0xe0198, + 0xe0199, 0xe019a, 0xe019b, 0xe019c, 0xe019d, 0xe019e, 0xe019f, 0xe01a0, + 0xe01a1, 0xe01a2, 0xe01a3, 0xe01a4, 0xe01a5, 0xe01a6, 0xe01a7, 0xe01a8, + 0xe01a9, 0xe01aa, 0xe01ab, 0xe01ac, 0xe01ad, 0xe01ae, 0xe01af, 0xe01b0, + 0xe01b1, 0xe01b2, 0xe01b3, 0xe01b4, 0xe01b5, 0xe01b6, 0xe01b7, 0xe01b8, + 0xe01b9, 0xe01ba, 0xe01bb, 0xe01bc, 0xe01bd, 0xe01be, 0xe01bf, 0xe01c0, + 0xe01c1, 0xe01c2, 0xe01c3, 0xe01c4, 0xe01c5, 0xe01c6, 0xe01c7, 0xe01c8, + 0xe01c9, 0xe01ca, 0xe01cb, 0xe01cc, 0xe01cd, 0xe01ce, 0xe01cf, 0xe01d0, + 0xe01d1, 0xe01d2, 0xe01d3, 0xe01d4, 0xe01d5, 0xe01d6, 0xe01d7, 0xe01d8, + 0xe01d9, 0xe01da, 0xe01db, 0xe01dc, 0xe01dd, 0xe01de, 0xe01df, 0xe01e0, + 0xe01e1, 0xe01e2, 0xe01e3, 0xe01e4, 0xe01e5, 0xe01e6, 0xe01e7, 0xe01e8, + 0xe01e9, 0xe01ea, 0xe01eb, 0xe01ec, 0xe01ed, 0xe01ee, 0xe01ef}; + if (std::binary_search(std::begin(combining), std::end(combining), + label.front())) { + return false; + } + // We verify this next step as part of the mapping: + // --------------------------------------------- + // Each code point in the label must only have certain status values + // according to Section 5, IDNA Mapping Table: + // - For Transitional Processing, each value must be valid. + // - For Nontransitional Processing, each value must be either valid or + // deviation. + + // If CheckJoiners, the label must satisfy the ContextJ rules from Appendix + // A, in The Unicode Code Points and Internationalized Domain Names for + // Applications (IDNA) [IDNA2008]. + constexpr static uint32_t virama[] = { + 0x094D, 0x09CD, 0x0A4D, 0x0ACD, 0x0B4D, 0x0BCD, 0x0C4D, 0x0CCD, + 0x0D3B, 0x0D3C, 0x0D4D, 0x0DCA, 0x0E3A, 0x0EBA, 0x0F84, 0x1039, + 0x103A, 0x1714, 0x1734, 0x17D2, 0x1A60, 0x1B44, 0x1BAA, 0x1BAB, + 0x1BF2, 0x1BF3, 0x2D7F, 0xA806, 0xA82C, 0xA8C4, 0xA953, 0xA9C0, + 0xAAF6, 0xABED, 0x10A3F, 0x11046, 0x1107F, 0x110B9, 0x11133, 0x11134, + 0x111C0, 0x11235, 0x112EA, 0x1134D, 0x11442, 0x114C2, 0x115BF, 0x1163F, + 0x116B6, 0x1172B, 0x11839, 0x1193D, 0x1193E, 0x119E0, 0x11A34, 0x11A47, + 0x11A99, 0x11C3F, 0x11D44, 0x11D45, 0x11D97}; + constexpr static uint32_t R[] = { + 0x622, 0x623, 0x624, 0x625, 0x627, 0x629, 0x62f, 0x630, 0x631, + 0x632, 0x648, 0x671, 0x672, 0x673, 0x675, 0x676, 0x677, 0x688, + 0x689, 0x68a, 0x68b, 0x68c, 0x68d, 0x68e, 0x68f, 0x690, 0x691, + 0x692, 0x693, 0x694, 0x695, 0x696, 0x697, 0x698, 0x699, 0x6c0, + 0x6c3, 0x6c4, 0x6c5, 0x6c6, 0x6c7, 0x6c8, 0x6c9, 0x6ca, 0x6cb, + 0x6cd, 0x6cf, 0x6d2, 0x6d3, 0x6d5, 0x6ee, 0x6ef, 0x710, 0x715, + 0x716, 0x717, 0x718, 0x719, 0x71e, 0x728, 0x72a, 0x72c, 0x72f, + 0x74d, 0x759, 0x75a, 0x75b, 0x854, 0x8aa, 0x8ab, 0x8ac}; + constexpr static uint32_t L[] = {0xa872}; + constexpr static uint32_t D[] = { + 0x620, 0x626, 0x628, 0x62a, 0x62b, 0x62c, 0x62d, 0x62e, 0x633, + 0x634, 0x635, 0x636, 0x637, 0x638, 0x639, 0x63a, 0x63b, 0x63c, + 0x63d, 0x63e, 0x63f, 0x641, 0x642, 0x643, 0x644, 0x645, 0x646, + 0x647, 0x649, 0x64a, 0x66e, 0x66f, 0x678, 0x679, 0x67a, 0x67b, + 0x67c, 0x67d, 0x67e, 0x67f, 0x680, 0x681, 0x682, 0x683, 0x684, + 0x685, 0x686, 0x687, 0x69a, 0x69b, 0x69c, 0x69d, 0x69e, 0x69f, + 0x6a0, 0x6a1, 0x6a2, 0x6a3, 0x6a4, 0x6a5, 0x6a6, 0x6a7, 0x6a8, + 0x6a9, 0x6aa, 0x6ab, 0x6ac, 0x6ad, 0x6ae, 0x6af, 0x6b0, 0x6b1, + 0x6b2, 0x6b3, 0x6b4, 0x6b5, 0x6b6, 0x6b7, 0x6b8, 0x6b9, 0x6ba, + 0x6bb, 0x6bc, 0x6bd, 0x6be, 0x6bf, 0x6c1, 0x6c2, 0x6cc, 0x6ce, + 0x6d0, 0x6d1, 0x6fa, 0x6fb, 0x6fc, 0x6ff, 0x712, 0x713, 0x714, + 0x71a, 0x71b, 0x71c, 0x71d, 0x71f, 0x720, 0x721, 0x722, 0x723, + 0x724, 0x725, 0x726, 0x727, 0x729, 0x72b, 0x72d, 0x72e, 0x74e, + 0x74f, 0x750, 0x751, 0x752, 0x753, 0x754, 0x755, 0x756, 0x757, + 0x758, 0x75c, 0x75d, 0x75e, 0x75f, 0x760, 0x761, 0x762, 0x763, + 0x764, 0x765, 0x766, 0x850, 0x851, 0x852, 0x853, 0x855, 0x8a0, + 0x8a2, 0x8a3, 0x8a4, 0x8a5, 0x8a6, 0x8a7, 0x8a8, 0x8a9, 0x1807, + 0x1820, 0x1821, 0x1822, 0x1823, 0x1824, 0x1825, 0x1826, 0x1827, 0x1828, + 0x1829, 0x182a, 0x182b, 0x182c, 0x182d, 0x182e, 0x182f, 0x1830, 0x1831, + 0x1832, 0x1833, 0x1834, 0x1835, 0x1836, 0x1837, 0x1838, 0x1839, 0x183a, + 0x183b, 0x183c, 0x183d, 0x183e, 0x183f, 0x1840, 0x1841, 0x1842, 0x1843, + 0x1844, 0x1845, 0x1846, 0x1847, 0x1848, 0x1849, 0x184a, 0x184b, 0x184c, + 0x184d, 0x184e, 0x184f, 0x1850, 0x1851, 0x1852, 0x1853, 0x1854, 0x1855, + 0x1856, 0x1857, 0x1858, 0x1859, 0x185a, 0x185b, 0x185c, 0x185d, 0x185e, + 0x185f, 0x1860, 0x1861, 0x1862, 0x1863, 0x1864, 0x1865, 0x1866, 0x1867, + 0x1868, 0x1869, 0x186a, 0x186b, 0x186c, 0x186d, 0x186e, 0x186f, 0x1870, + 0x1871, 0x1872, 0x1873, 0x1874, 0x1875, 0x1876, 0x1877, 0x1887, 0x1888, + 0x1889, 0x188a, 0x188b, 0x188c, 0x188d, 0x188e, 0x188f, 0x1890, 0x1891, + 0x1892, 0x1893, 0x1894, 0x1895, 0x1896, 0x1897, 0x1898, 0x1899, 0x189a, + 0x189b, 0x189c, 0x189d, 0x189e, 0x189f, 0x18a0, 0x18a1, 0x18a2, 0x18a3, + 0x18a4, 0x18a5, 0x18a6, 0x18a7, 0x18a8, 0x18aa, 0xa840, 0xa841, 0xa842, + 0xa843, 0xa844, 0xa845, 0xa846, 0xa847, 0xa848, 0xa849, 0xa84a, 0xa84b, + 0xa84c, 0xa84d, 0xa84e, 0xa84f, 0xa850, 0xa851, 0xa852, 0xa853, 0xa854, + 0xa855, 0xa856, 0xa857, 0xa858, 0xa859, 0xa85a, 0xa85b, 0xa85c, 0xa85d, + 0xa85e, 0xa85f, 0xa860, 0xa861, 0xa862, 0xa863, 0xa864, 0xa865, 0xa866, + 0xa867, 0xa868, 0xa869, 0xa86a, 0xa86b, 0xa86c, 0xa86d, 0xa86e, 0xa86f, + 0xa870, 0xa871}; + + for (size_t i = 0; i < label.size(); i++) { + uint32_t c = label[i]; + if (c == 0x200c) { + if (i > 0) { + if (std::binary_search(std::begin(virama), std::end(virama), + label[i - 1])) { + return true; + } + } + if ((i == 0) || (i + 1 >= label.size())) { + return false; + } + // we go backward looking for L or D + auto is_l_or_d = [](uint32_t code) { + return std::binary_search(std::begin(L), std::end(L), code) || + std::binary_search(std::begin(D), std::end(D), code); + }; + auto is_r_or_d = [](uint32_t code) { + return std::binary_search(std::begin(R), std::end(R), code) || + std::binary_search(std::begin(D), std::end(D), code); + }; + std::u32string_view before = label.substr(0, i); + std::u32string_view after = label.substr(i + 1); + return (std::find_if(before.begin(), before.end(), is_l_or_d) != + before.end()) && + (std::find_if(after.begin(), after.end(), is_r_or_d) != + after.end()); + } else if (c == 0x200d) { + if (i > 0) { + if (std::binary_search(std::begin(virama), std::end(virama), + label[i - 1])) { + return true; + } + } + return false; + } + } + + // If CheckBidi, and if the domain name is a Bidi domain name, then the label + // must satisfy all six of the numbered conditions in [IDNA2008] RFC 5893, + // Section 2. + + // The following rule, consisting of six conditions, applies to labels + // in Bidi domain names. The requirements that this rule satisfies are + // described in Section 3. All of the conditions must be satisfied for + // the rule to be satisfied. + // + // 1. The first character must be a character with Bidi property L, R, + // or AL. If it has the R or AL property, it is an RTL label; if it + // has the L property, it is an LTR label. + // + // 2. In an RTL label, only characters with the Bidi properties R, AL, + // AN, EN, ES, CS, ET, ON, BN, or NSM are allowed. + // + // 3. In an RTL label, the end of the label must be a character with + // Bidi property R, AL, EN, or AN, followed by zero or more + // characters with Bidi property NSM. + // + // 4. In an RTL label, if an EN is present, no AN may be present, and + // vice versa. + // + // 5. In an LTR label, only characters with the Bidi properties L, EN, + // ES, CS, ET, ON, BN, or NSM are allowed. + // + // 6. In an LTR label, the end of the label must be a character with + // Bidi property L or EN, followed by zero or more characters with + // Bidi property NSM. + + size_t last_non_nsm_char = find_last_not_of_nsm(label); + if (last_non_nsm_char == std::u32string_view::npos) { + return false; + } + + // A "Bidi domain name" is a domain name that contains at least one RTL label. + // The following rule, consisting of six conditions, applies to labels in Bidi + // domain names. + if (is_rtl_label(label)) { + // The first character must be a character with Bidi property L, R, + // or AL. If it has the R or AL property, it is an RTL label; if it + // has the L property, it is an LTR label. + + if (find_direction(label[0]) == direction::L) { + // Eval as LTR + + // In an LTR label, only characters with the Bidi properties L, EN, + // ES, CS, ET, ON, BN, or NSM are allowed. + for (size_t i = 0; i < last_non_nsm_char; i++) { + const direction d = find_direction(label[i]); + if (!(d == direction::L || d == direction::EN || d == direction::ES || + d == direction::CS || d == direction::ET || d == direction::ON || + d == direction::BN || d == direction::NSM)) { + return false; + } + + if ((i == last_non_nsm_char) && + !(d == direction::L || d == direction::EN)) { + return false; + } + } + + return true; + + } else { + // Eval as RTL + + bool has_an = false; + bool has_en = false; + for (size_t i = 0; i <= last_non_nsm_char; i++) { + const direction d = find_direction(label[i]); + + // In an RTL label, if an EN is present, no AN may be present, and vice + // versa. + if ((d == direction::EN && ((has_en = true) && has_an)) || + (d == direction::AN && ((has_an = true) && has_en))) { + return false; + } + + if (!(d == direction::R || d == direction::AL || d == direction::AN || + d == direction::EN || d == direction::ES || d == direction::CS || + d == direction::ET || d == direction::ON || d == direction::BN || + d == direction::NSM)) { + return false; + } + + if (i == last_non_nsm_char && + !(d == direction::R || d == direction::AL || d == direction::AN || + d == direction::EN)) { + return false; + } + } + + return true; + } + } + + return true; +} + +} // namespace ada::idna +/* end file src/validity.cpp */ +/* begin file src/to_ascii.cpp */ + +#include +#include + + +namespace ada::idna { + +bool constexpr is_ascii(std::u32string_view view) { + for (uint32_t c : view) { + if (c >= 0x80) { + return false; + } + } + return true; +} + +bool constexpr is_ascii(std::string_view view) { + for (uint8_t c : view) { + if (c >= 0x80) { + return false; + } + } + return true; +} + +constexpr static uint8_t is_forbidden_domain_code_point_table[] = { + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1}; + +static_assert(sizeof(is_forbidden_domain_code_point_table) == 256); + +inline bool is_forbidden_domain_code_point(const char c) noexcept { + return is_forbidden_domain_code_point_table[uint8_t(c)]; +} + +bool contains_forbidden_domain_code_point(std::string_view view) { + return ( + std::any_of(view.begin(), view.end(), is_forbidden_domain_code_point)); +} + +// We return "" on error. +static std::string from_ascii_to_ascii(std::string_view ut8_string) { + static const std::string error = ""; + // copy and map + // we could be more efficient by avoiding the copy when unnecessary. + std::string mapped_string = std::string(ut8_string); + ascii_map(mapped_string.data(), mapped_string.size()); + std::string out; + size_t label_start = 0; + + while (label_start != mapped_string.size()) { + size_t loc_dot = mapped_string.find('.', label_start); + bool is_last_label = (loc_dot == std::string_view::npos); + size_t label_size = is_last_label ? mapped_string.size() - label_start + : loc_dot - label_start; + size_t label_size_with_dot = is_last_label ? label_size : label_size + 1; + std::string_view label_view(mapped_string.data() + label_start, label_size); + label_start += label_size_with_dot; + if (label_size == 0) { + // empty label? Nothing to do. + } else if (label_view.starts_with("xn--")) { + // The xn-- part is the expensive game. + out.append(label_view); + std::string_view puny_segment_ascii( + out.data() + out.size() - label_view.size() + 4, + label_view.size() - 4); + std::u32string tmp_buffer; + bool is_ok = ada::idna::punycode_to_utf32(puny_segment_ascii, tmp_buffer); + if (!is_ok) { + return error; + } + std::u32string post_map = ada::idna::map(tmp_buffer); + if (tmp_buffer != post_map) { + return error; + } + std::u32string pre_normal = post_map; + normalize(post_map); + if (post_map != pre_normal) { + return error; + } + if (post_map.empty()) { + return error; + } + if (!is_label_valid(post_map)) { + return error; + } + } else { + out.append(label_view); + } + if (!is_last_label) { + out.push_back('.'); + } + } + return out; +} + +// We return "" on error. +std::string to_ascii(std::string_view ut8_string) { + if (is_ascii(ut8_string)) { + return from_ascii_to_ascii(ut8_string); + } + static const std::string error = ""; + // We convert to UTF-32 + size_t utf32_length = + ada::idna::utf32_length_from_utf8(ut8_string.data(), ut8_string.size()); + std::u32string utf32(utf32_length, '\0'); + size_t actual_utf32_length = ada::idna::utf8_to_utf32( + ut8_string.data(), ut8_string.size(), utf32.data()); + if (actual_utf32_length == 0) { + return error; + } + // mapping + utf32 = ada::idna::map(utf32); + normalize(utf32); + std::string out; + size_t label_start = 0; + + while (label_start != utf32.size()) { + size_t loc_dot = utf32.find('.', label_start); + bool is_last_label = (loc_dot == std::string_view::npos); + size_t label_size = + is_last_label ? utf32.size() - label_start : loc_dot - label_start; + size_t label_size_with_dot = is_last_label ? label_size : label_size + 1; + std::u32string_view label_view(utf32.data() + label_start, label_size); + label_start += label_size_with_dot; + if (label_size == 0) { + // empty label? Nothing to do. + } else if (label_view.starts_with(U"xn--")) { + // we do not need to check, e.g., Xn-- because mapping goes to lower case + for (char32_t c : label_view) { + if (c >= 0x80) { + return error; + } + out += (unsigned char)(c); + } + std::string_view puny_segment_ascii( + out.data() + out.size() - label_view.size() + 4, + label_view.size() - 4); + std::u32string tmp_buffer; + bool is_ok = ada::idna::punycode_to_utf32(puny_segment_ascii, tmp_buffer); + if (!is_ok) { + return error; + } + std::u32string post_map = ada::idna::map(tmp_buffer); + if (tmp_buffer != post_map) { + return error; + } + std::u32string pre_normal = post_map; + normalize(post_map); + if (post_map != pre_normal) { + return error; + } + if (post_map.empty()) { + return error; + } + if (!is_label_valid(post_map)) { + return error; + } + } else { + // The fast path here is an ascii label. + if (is_ascii(label_view)) { + // no validation needed. + for (char32_t c : label_view) { + out += (unsigned char)(c); + } + } else { + // slow path. + // first check validity. + if (!is_label_valid(label_view)) { + return error; + } + // It is valid! So now we must encode it as punycode... + out.append("xn--"); + bool is_ok = ada::idna::utf32_to_punycode(label_view, out); + if (!is_ok) { + return error; + } + } + } + if (!is_last_label) { + out.push_back('.'); + } + } + return out; +} +} // namespace ada::idna +/* end file src/to_ascii.cpp */ +/* begin file src/to_unicode.cpp */ + +#include +#include + + +namespace ada::idna { +std::string to_unicode(std::string_view input) { + std::string output; + output.reserve(input.size()); + + size_t label_start = 0; + while (label_start < input.size()) { + size_t loc_dot = input.find('.', label_start); + bool is_last_label = (loc_dot == std::string_view::npos); + size_t label_size = + is_last_label ? input.size() - label_start : loc_dot - label_start; + auto label_view = std::string_view(input.data() + label_start, label_size); + + if (label_view.starts_with("xn--") && ada::idna::is_ascii(label_view)) { + label_view.remove_prefix(4); + if (ada::idna::verify_punycode(label_view)) { + std::u32string tmp_buffer; + if (ada::idna::punycode_to_utf32(label_view, tmp_buffer)) { + auto utf8_size = ada::idna::utf8_length_from_utf32(tmp_buffer.data(), + tmp_buffer.size()); + std::string final_utf8(utf8_size, '\0'); + ada::idna::utf32_to_utf8(tmp_buffer.data(), tmp_buffer.size(), + final_utf8.data()); + output.append(final_utf8); + } else { + // ToUnicode never fails. If any step fails, then the original input + // sequence is returned immediately in that step. + output.append( + std::string_view(input.data() + label_start, label_size)); + } + } else { + output.append(std::string_view(input.data() + label_start, label_size)); + } + } else { + output.append(label_view); + } + + if (!is_last_label) { + output.push_back('.'); + } + + label_start += label_size + 1; + } + + return output; +} +} // namespace ada::idna +/* end file src/to_unicode.cpp */ +/* begin file src/identifier.cpp */ + +#include +#include +#include + +/* begin file src/id_tables.cpp */ +// IDNA 15.1.0 + +// clang-format off +#ifndef ADA_IDNA_IDENTIFIER_TABLES_H +#define ADA_IDNA_IDENTIFIER_TABLES_H +#include + +namespace ada::idna { + +const uint32_t id_continue[1344][2] = +{ + {48, 57}, {65, 90}, {95, 95}, {97, 122}, + {170, 170}, {181, 181}, {183, 183}, {186, 186}, + {192, 214}, {216, 246}, {248, 442}, {443, 443}, + {444, 447}, {448, 451}, {452, 659}, {660, 660}, + {661, 687}, {688, 705}, {710, 721}, {736, 740}, + {748, 748}, {750, 750}, {768, 879}, {880, 883}, + {884, 884}, {886, 887}, {890, 890}, {891, 893}, + {895, 895}, {902, 902}, {903, 903}, {904, 906}, + {908, 908}, {910, 929}, {931, 1013}, {1015, 1153}, + {1155, 1159}, {1162, 1327}, {1329, 1366}, {1369, 1369}, + {1376, 1416}, {1425, 1469}, {1471, 1471}, {1473, 1474}, + {1476, 1477}, {1479, 1479}, {1488, 1514}, {1519, 1522}, + {1552, 1562}, {1568, 1599}, {1600, 1600}, {1601, 1610}, + {1611, 1631}, {1632, 1641}, {1646, 1647}, {1648, 1648}, + {1649, 1747}, {1749, 1749}, {1750, 1756}, {1759, 1764}, + {1765, 1766}, {1767, 1768}, {1770, 1773}, {1774, 1775}, + {1776, 1785}, {1786, 1788}, {1791, 1791}, {1808, 1808}, + {1809, 1809}, {1810, 1839}, {1840, 1866}, {1869, 1957}, + {1958, 1968}, {1969, 1969}, {1984, 1993}, {1994, 2026}, + {2027, 2035}, {2036, 2037}, {2042, 2042}, {2045, 2045}, + {2048, 2069}, {2070, 2073}, {2074, 2074}, {2075, 2083}, + {2084, 2084}, {2085, 2087}, {2088, 2088}, {2089, 2093}, + {2112, 2136}, {2137, 2139}, {2144, 2154}, {2160, 2183}, + {2185, 2190}, {2200, 2207}, {2208, 2248}, {2249, 2249}, + {2250, 2273}, {2275, 2306}, {2307, 2307}, {2308, 2361}, + {2362, 2362}, {2363, 2363}, {2364, 2364}, {2365, 2365}, + {2366, 2368}, {2369, 2376}, {2377, 2380}, {2381, 2381}, + {2382, 2383}, {2384, 2384}, {2385, 2391}, {2392, 2401}, + {2402, 2403}, {2406, 2415}, {2417, 2417}, {2418, 2432}, + {2433, 2433}, {2434, 2435}, {2437, 2444}, {2447, 2448}, + {2451, 2472}, {2474, 2480}, {2482, 2482}, {2486, 2489}, + {2492, 2492}, {2493, 2493}, {2494, 2496}, {2497, 2500}, + {2503, 2504}, {2507, 2508}, {2509, 2509}, {2510, 2510}, + {2519, 2519}, {2524, 2525}, {2527, 2529}, {2530, 2531}, + {2534, 2543}, {2544, 2545}, {2556, 2556}, {2558, 2558}, + {2561, 2562}, {2563, 2563}, {2565, 2570}, {2575, 2576}, + {2579, 2600}, {2602, 2608}, {2610, 2611}, {2613, 2614}, + {2616, 2617}, {2620, 2620}, {2622, 2624}, {2625, 2626}, + {2631, 2632}, {2635, 2637}, {2641, 2641}, {2649, 2652}, + {2654, 2654}, {2662, 2671}, {2672, 2673}, {2674, 2676}, + {2677, 2677}, {2689, 2690}, {2691, 2691}, {2693, 2701}, + {2703, 2705}, {2707, 2728}, {2730, 2736}, {2738, 2739}, + {2741, 2745}, {2748, 2748}, {2749, 2749}, {2750, 2752}, + {2753, 2757}, {2759, 2760}, {2761, 2761}, {2763, 2764}, + {2765, 2765}, {2768, 2768}, {2784, 2785}, {2786, 2787}, + {2790, 2799}, {2809, 2809}, {2810, 2815}, {2817, 2817}, + {2818, 2819}, {2821, 2828}, {2831, 2832}, {2835, 2856}, + {2858, 2864}, {2866, 2867}, {2869, 2873}, {2876, 2876}, + {2877, 2877}, {2878, 2878}, {2879, 2879}, {2880, 2880}, + {2881, 2884}, {2887, 2888}, {2891, 2892}, {2893, 2893}, + {2901, 2902}, {2903, 2903}, {2908, 2909}, {2911, 2913}, + {2914, 2915}, {2918, 2927}, {2929, 2929}, {2946, 2946}, + {2947, 2947}, {2949, 2954}, {2958, 2960}, {2962, 2965}, + {2969, 2970}, {2972, 2972}, {2974, 2975}, {2979, 2980}, + {2984, 2986}, {2990, 3001}, {3006, 3007}, {3008, 3008}, + {3009, 3010}, {3014, 3016}, {3018, 3020}, {3021, 3021}, + {3024, 3024}, {3031, 3031}, {3046, 3055}, {3072, 3072}, + {3073, 3075}, {3076, 3076}, {3077, 3084}, {3086, 3088}, + {3090, 3112}, {3114, 3129}, {3132, 3132}, {3133, 3133}, + {3134, 3136}, {3137, 3140}, {3142, 3144}, {3146, 3149}, + {3157, 3158}, {3160, 3162}, {3165, 3165}, {3168, 3169}, + {3170, 3171}, {3174, 3183}, {3200, 3200}, {3201, 3201}, + {3202, 3203}, {3205, 3212}, {3214, 3216}, {3218, 3240}, + {3242, 3251}, {3253, 3257}, {3260, 3260}, {3261, 3261}, + {3262, 3262}, {3263, 3263}, {3264, 3268}, {3270, 3270}, + {3271, 3272}, {3274, 3275}, {3276, 3277}, {3285, 3286}, + {3293, 3294}, {3296, 3297}, {3298, 3299}, {3302, 3311}, + {3313, 3314}, {3315, 3315}, {3328, 3329}, {3330, 3331}, + {3332, 3340}, {3342, 3344}, {3346, 3386}, {3387, 3388}, + {3389, 3389}, {3390, 3392}, {3393, 3396}, {3398, 3400}, + {3402, 3404}, {3405, 3405}, {3406, 3406}, {3412, 3414}, + {3415, 3415}, {3423, 3425}, {3426, 3427}, {3430, 3439}, + {3450, 3455}, {3457, 3457}, {3458, 3459}, {3461, 3478}, + {3482, 3505}, {3507, 3515}, {3517, 3517}, {3520, 3526}, + {3530, 3530}, {3535, 3537}, {3538, 3540}, {3542, 3542}, + {3544, 3551}, {3558, 3567}, {3570, 3571}, {3585, 3632}, + {3633, 3633}, {3634, 3635}, {3636, 3642}, {3648, 3653}, + {3654, 3654}, {3655, 3662}, {3664, 3673}, {3713, 3714}, + {3716, 3716}, {3718, 3722}, {3724, 3747}, {3749, 3749}, + {3751, 3760}, {3761, 3761}, {3762, 3763}, {3764, 3772}, + {3773, 3773}, {3776, 3780}, {3782, 3782}, {3784, 3790}, + {3792, 3801}, {3804, 3807}, {3840, 3840}, {3864, 3865}, + {3872, 3881}, {3893, 3893}, {3895, 3895}, {3897, 3897}, + {3902, 3903}, {3904, 3911}, {3913, 3948}, {3953, 3966}, + {3967, 3967}, {3968, 3972}, {3974, 3975}, {3976, 3980}, + {3981, 3991}, {3993, 4028}, {4038, 4038}, {4096, 4138}, + {4139, 4140}, {4141, 4144}, {4145, 4145}, {4146, 4151}, + {4152, 4152}, {4153, 4154}, {4155, 4156}, {4157, 4158}, + {4159, 4159}, {4160, 4169}, {4176, 4181}, {4182, 4183}, + {4184, 4185}, {4186, 4189}, {4190, 4192}, {4193, 4193}, + {4194, 4196}, {4197, 4198}, {4199, 4205}, {4206, 4208}, + {4209, 4212}, {4213, 4225}, {4226, 4226}, {4227, 4228}, + {4229, 4230}, {4231, 4236}, {4237, 4237}, {4238, 4238}, + {4239, 4239}, {4240, 4249}, {4250, 4252}, {4253, 4253}, + {4256, 4293}, {4295, 4295}, {4301, 4301}, {4304, 4346}, + {4348, 4348}, {4349, 4351}, {4352, 4680}, {4682, 4685}, + {4688, 4694}, {4696, 4696}, {4698, 4701}, {4704, 4744}, + {4746, 4749}, {4752, 4784}, {4786, 4789}, {4792, 4798}, + {4800, 4800}, {4802, 4805}, {4808, 4822}, {4824, 4880}, + {4882, 4885}, {4888, 4954}, {4957, 4959}, {4969, 4977}, + {4992, 5007}, {5024, 5109}, {5112, 5117}, {5121, 5740}, + {5743, 5759}, {5761, 5786}, {5792, 5866}, {5870, 5872}, + {5873, 5880}, {5888, 5905}, {5906, 5908}, {5909, 5909}, + {5919, 5937}, {5938, 5939}, {5940, 5940}, {5952, 5969}, + {5970, 5971}, {5984, 5996}, {5998, 6000}, {6002, 6003}, + {6016, 6067}, {6068, 6069}, {6070, 6070}, {6071, 6077}, + {6078, 6085}, {6086, 6086}, {6087, 6088}, {6089, 6099}, + {6103, 6103}, {6108, 6108}, {6109, 6109}, {6112, 6121}, + {6155, 6157}, {6159, 6159}, {6160, 6169}, {6176, 6210}, + {6211, 6211}, {6212, 6264}, {6272, 6276}, {6277, 6278}, + {6279, 6312}, {6313, 6313}, {6314, 6314}, {6320, 6389}, + {6400, 6430}, {6432, 6434}, {6435, 6438}, {6439, 6440}, + {6441, 6443}, {6448, 6449}, {6450, 6450}, {6451, 6456}, + {6457, 6459}, {6470, 6479}, {6480, 6509}, {6512, 6516}, + {6528, 6571}, {6576, 6601}, {6608, 6617}, {6618, 6618}, + {6656, 6678}, {6679, 6680}, {6681, 6682}, {6683, 6683}, + {6688, 6740}, {6741, 6741}, {6742, 6742}, {6743, 6743}, + {6744, 6750}, {6752, 6752}, {6753, 6753}, {6754, 6754}, + {6755, 6756}, {6757, 6764}, {6765, 6770}, {6771, 6780}, + {6783, 6783}, {6784, 6793}, {6800, 6809}, {6823, 6823}, + {6832, 6845}, {6847, 6862}, {6912, 6915}, {6916, 6916}, + {6917, 6963}, {6964, 6964}, {6965, 6965}, {6966, 6970}, + {6971, 6971}, {6972, 6972}, {6973, 6977}, {6978, 6978}, + {6979, 6980}, {6981, 6988}, {6992, 7001}, {7019, 7027}, + {7040, 7041}, {7042, 7042}, {7043, 7072}, {7073, 7073}, + {7074, 7077}, {7078, 7079}, {7080, 7081}, {7082, 7082}, + {7083, 7085}, {7086, 7087}, {7088, 7097}, {7098, 7141}, + {7142, 7142}, {7143, 7143}, {7144, 7145}, {7146, 7148}, + {7149, 7149}, {7150, 7150}, {7151, 7153}, {7154, 7155}, + {7168, 7203}, {7204, 7211}, {7212, 7219}, {7220, 7221}, + {7222, 7223}, {7232, 7241}, {7245, 7247}, {7248, 7257}, + {7258, 7287}, {7288, 7293}, {7296, 7304}, {7312, 7354}, + {7357, 7359}, {7376, 7378}, {7380, 7392}, {7393, 7393}, + {7394, 7400}, {7401, 7404}, {7405, 7405}, {7406, 7411}, + {7412, 7412}, {7413, 7414}, {7415, 7415}, {7416, 7417}, + {7418, 7418}, {7424, 7467}, {7468, 7530}, {7531, 7543}, + {7544, 7544}, {7545, 7578}, {7579, 7615}, {7616, 7679}, + {7680, 7957}, {7960, 7965}, {7968, 8005}, {8008, 8013}, + {8016, 8023}, {8025, 8025}, {8027, 8027}, {8029, 8029}, + {8031, 8061}, {8064, 8116}, {8118, 8124}, {8126, 8126}, + {8130, 8132}, {8134, 8140}, {8144, 8147}, {8150, 8155}, + {8160, 8172}, {8178, 8180}, {8182, 8188}, {8204, 8205}, + {8255, 8256}, {8276, 8276}, {8305, 8305}, {8319, 8319}, + {8336, 8348}, {8400, 8412}, {8417, 8417}, {8421, 8432}, + {8450, 8450}, {8455, 8455}, {8458, 8467}, {8469, 8469}, + {8472, 8472}, {8473, 8477}, {8484, 8484}, {8486, 8486}, + {8488, 8488}, {8490, 8493}, {8494, 8494}, {8495, 8500}, + {8501, 8504}, {8505, 8505}, {8508, 8511}, {8517, 8521}, + {8526, 8526}, {8544, 8578}, {8579, 8580}, {8581, 8584}, + {11264, 11387}, {11388, 11389}, {11390, 11492}, {11499, 11502}, + {11503, 11505}, {11506, 11507}, {11520, 11557}, {11559, 11559}, + {11565, 11565}, {11568, 11623}, {11631, 11631}, {11647, 11647}, + {11648, 11670}, {11680, 11686}, {11688, 11694}, {11696, 11702}, + {11704, 11710}, {11712, 11718}, {11720, 11726}, {11728, 11734}, + {11736, 11742}, {11744, 11775}, {12293, 12293}, {12294, 12294}, + {12295, 12295}, {12321, 12329}, {12330, 12333}, {12334, 12335}, + {12337, 12341}, {12344, 12346}, {12347, 12347}, {12348, 12348}, + {12353, 12438}, {12441, 12442}, {12443, 12444}, {12445, 12446}, + {12447, 12447}, {12449, 12538}, {12539, 12539}, {12540, 12542}, + {12543, 12543}, {12549, 12591}, {12593, 12686}, {12704, 12735}, + {12784, 12799}, {13312, 19903}, {19968, 40980}, {40981, 40981}, + {40982, 42124}, {42192, 42231}, {42232, 42237}, {42240, 42507}, + {42508, 42508}, {42512, 42527}, {42528, 42537}, {42538, 42539}, + {42560, 42605}, {42606, 42606}, {42607, 42607}, {42612, 42621}, + {42623, 42623}, {42624, 42651}, {42652, 42653}, {42654, 42655}, + {42656, 42725}, {42726, 42735}, {42736, 42737}, {42775, 42783}, + {42786, 42863}, {42864, 42864}, {42865, 42887}, {42888, 42888}, + {42891, 42894}, {42895, 42895}, {42896, 42954}, {42960, 42961}, + {42963, 42963}, {42965, 42969}, {42994, 42996}, {42997, 42998}, + {42999, 42999}, {43000, 43001}, {43002, 43002}, {43003, 43009}, + {43010, 43010}, {43011, 43013}, {43014, 43014}, {43015, 43018}, + {43019, 43019}, {43020, 43042}, {43043, 43044}, {43045, 43046}, + {43047, 43047}, {43052, 43052}, {43072, 43123}, {43136, 43137}, + {43138, 43187}, {43188, 43203}, {43204, 43205}, {43216, 43225}, + {43232, 43249}, {43250, 43255}, {43259, 43259}, {43261, 43262}, + {43263, 43263}, {43264, 43273}, {43274, 43301}, {43302, 43309}, + {43312, 43334}, {43335, 43345}, {43346, 43347}, {43360, 43388}, + {43392, 43394}, {43395, 43395}, {43396, 43442}, {43443, 43443}, + {43444, 43445}, {43446, 43449}, {43450, 43451}, {43452, 43453}, + {43454, 43456}, {43471, 43471}, {43472, 43481}, {43488, 43492}, + {43493, 43493}, {43494, 43494}, {43495, 43503}, {43504, 43513}, + {43514, 43518}, {43520, 43560}, {43561, 43566}, {43567, 43568}, + {43569, 43570}, {43571, 43572}, {43573, 43574}, {43584, 43586}, + {43587, 43587}, {43588, 43595}, {43596, 43596}, {43597, 43597}, + {43600, 43609}, {43616, 43631}, {43632, 43632}, {43633, 43638}, + {43642, 43642}, {43643, 43643}, {43644, 43644}, {43645, 43645}, + {43646, 43695}, {43696, 43696}, {43697, 43697}, {43698, 43700}, + {43701, 43702}, {43703, 43704}, {43705, 43709}, {43710, 43711}, + {43712, 43712}, {43713, 43713}, {43714, 43714}, {43739, 43740}, + {43741, 43741}, {43744, 43754}, {43755, 43755}, {43756, 43757}, + {43758, 43759}, {43762, 43762}, {43763, 43764}, {43765, 43765}, + {43766, 43766}, {43777, 43782}, {43785, 43790}, {43793, 43798}, + {43808, 43814}, {43816, 43822}, {43824, 43866}, {43868, 43871}, + {43872, 43880}, {43881, 43881}, {43888, 43967}, {43968, 44002}, + {44003, 44004}, {44005, 44005}, {44006, 44007}, {44008, 44008}, + {44009, 44010}, {44012, 44012}, {44013, 44013}, {44016, 44025}, + {44032, 55203}, {55216, 55238}, {55243, 55291}, {63744, 64109}, + {64112, 64217}, {64256, 64262}, {64275, 64279}, {64285, 64285}, + {64286, 64286}, {64287, 64296}, {64298, 64310}, {64312, 64316}, + {64318, 64318}, {64320, 64321}, {64323, 64324}, {64326, 64433}, + {64467, 64829}, {64848, 64911}, {64914, 64967}, {65008, 65019}, + {65024, 65039}, {65056, 65071}, {65075, 65076}, {65101, 65103}, + {65136, 65140}, {65142, 65276}, {65296, 65305}, {65313, 65338}, + {65343, 65343}, {65345, 65370}, {65381, 65381}, {65382, 65391}, + {65392, 65392}, {65393, 65437}, {65438, 65439}, {65440, 65470}, + {65474, 65479}, {65482, 65487}, {65490, 65495}, {65498, 65500}, + {65536, 65547}, {65549, 65574}, {65576, 65594}, {65596, 65597}, + {65599, 65613}, {65616, 65629}, {65664, 65786}, {65856, 65908}, + {66045, 66045}, {66176, 66204}, {66208, 66256}, {66272, 66272}, + {66304, 66335}, {66349, 66368}, {66369, 66369}, {66370, 66377}, + {66378, 66378}, {66384, 66421}, {66422, 66426}, {66432, 66461}, + {66464, 66499}, {66504, 66511}, {66513, 66517}, {66560, 66639}, + {66640, 66717}, {66720, 66729}, {66736, 66771}, {66776, 66811}, + {66816, 66855}, {66864, 66915}, {66928, 66938}, {66940, 66954}, + {66956, 66962}, {66964, 66965}, {66967, 66977}, {66979, 66993}, + {66995, 67001}, {67003, 67004}, {67072, 67382}, {67392, 67413}, + {67424, 67431}, {67456, 67461}, {67463, 67504}, {67506, 67514}, + {67584, 67589}, {67592, 67592}, {67594, 67637}, {67639, 67640}, + {67644, 67644}, {67647, 67669}, {67680, 67702}, {67712, 67742}, + {67808, 67826}, {67828, 67829}, {67840, 67861}, {67872, 67897}, + {67968, 68023}, {68030, 68031}, {68096, 68096}, {68097, 68099}, + {68101, 68102}, {68108, 68111}, {68112, 68115}, {68117, 68119}, + {68121, 68149}, {68152, 68154}, {68159, 68159}, {68192, 68220}, + {68224, 68252}, {68288, 68295}, {68297, 68324}, {68325, 68326}, + {68352, 68405}, {68416, 68437}, {68448, 68466}, {68480, 68497}, + {68608, 68680}, {68736, 68786}, {68800, 68850}, {68864, 68899}, + {68900, 68903}, {68912, 68921}, {69248, 69289}, {69291, 69292}, + {69296, 69297}, {69373, 69375}, {69376, 69404}, {69415, 69415}, + {69424, 69445}, {69446, 69456}, {69488, 69505}, {69506, 69509}, + {69552, 69572}, {69600, 69622}, {69632, 69632}, {69633, 69633}, + {69634, 69634}, {69635, 69687}, {69688, 69702}, {69734, 69743}, + {69744, 69744}, {69745, 69746}, {69747, 69748}, {69749, 69749}, + {69759, 69761}, {69762, 69762}, {69763, 69807}, {69808, 69810}, + {69811, 69814}, {69815, 69816}, {69817, 69818}, {69826, 69826}, + {69840, 69864}, {69872, 69881}, {69888, 69890}, {69891, 69926}, + {69927, 69931}, {69932, 69932}, {69933, 69940}, {69942, 69951}, + {69956, 69956}, {69957, 69958}, {69959, 69959}, {69968, 70002}, + {70003, 70003}, {70006, 70006}, {70016, 70017}, {70018, 70018}, + {70019, 70066}, {70067, 70069}, {70070, 70078}, {70079, 70080}, + {70081, 70084}, {70089, 70092}, {70094, 70094}, {70095, 70095}, + {70096, 70105}, {70106, 70106}, {70108, 70108}, {70144, 70161}, + {70163, 70187}, {70188, 70190}, {70191, 70193}, {70194, 70195}, + {70196, 70196}, {70197, 70197}, {70198, 70199}, {70206, 70206}, + {70207, 70208}, {70209, 70209}, {70272, 70278}, {70280, 70280}, + {70282, 70285}, {70287, 70301}, {70303, 70312}, {70320, 70366}, + {70367, 70367}, {70368, 70370}, {70371, 70378}, {70384, 70393}, + {70400, 70401}, {70402, 70403}, {70405, 70412}, {70415, 70416}, + {70419, 70440}, {70442, 70448}, {70450, 70451}, {70453, 70457}, + {70459, 70460}, {70461, 70461}, {70462, 70463}, {70464, 70464}, + {70465, 70468}, {70471, 70472}, {70475, 70477}, {70480, 70480}, + {70487, 70487}, {70493, 70497}, {70498, 70499}, {70502, 70508}, + {70512, 70516}, {70656, 70708}, {70709, 70711}, {70712, 70719}, + {70720, 70721}, {70722, 70724}, {70725, 70725}, {70726, 70726}, + {70727, 70730}, {70736, 70745}, {70750, 70750}, {70751, 70753}, + {70784, 70831}, {70832, 70834}, {70835, 70840}, {70841, 70841}, + {70842, 70842}, {70843, 70846}, {70847, 70848}, {70849, 70849}, + {70850, 70851}, {70852, 70853}, {70855, 70855}, {70864, 70873}, + {71040, 71086}, {71087, 71089}, {71090, 71093}, {71096, 71099}, + {71100, 71101}, {71102, 71102}, {71103, 71104}, {71128, 71131}, + {71132, 71133}, {71168, 71215}, {71216, 71218}, {71219, 71226}, + {71227, 71228}, {71229, 71229}, {71230, 71230}, {71231, 71232}, + {71236, 71236}, {71248, 71257}, {71296, 71338}, {71339, 71339}, + {71340, 71340}, {71341, 71341}, {71342, 71343}, {71344, 71349}, + {71350, 71350}, {71351, 71351}, {71352, 71352}, {71360, 71369}, + {71424, 71450}, {71453, 71455}, {71456, 71457}, {71458, 71461}, + {71462, 71462}, {71463, 71467}, {71472, 71481}, {71488, 71494}, + {71680, 71723}, {71724, 71726}, {71727, 71735}, {71736, 71736}, + {71737, 71738}, {71840, 71903}, {71904, 71913}, {71935, 71942}, + {71945, 71945}, {71948, 71955}, {71957, 71958}, {71960, 71983}, + {71984, 71989}, {71991, 71992}, {71995, 71996}, {71997, 71997}, + {71998, 71998}, {71999, 71999}, {72000, 72000}, {72001, 72001}, + {72002, 72002}, {72003, 72003}, {72016, 72025}, {72096, 72103}, + {72106, 72144}, {72145, 72147}, {72148, 72151}, {72154, 72155}, + {72156, 72159}, {72160, 72160}, {72161, 72161}, {72163, 72163}, + {72164, 72164}, {72192, 72192}, {72193, 72202}, {72203, 72242}, + {72243, 72248}, {72249, 72249}, {72250, 72250}, {72251, 72254}, + {72263, 72263}, {72272, 72272}, {72273, 72278}, {72279, 72280}, + {72281, 72283}, {72284, 72329}, {72330, 72342}, {72343, 72343}, + {72344, 72345}, {72349, 72349}, {72368, 72440}, {72704, 72712}, + {72714, 72750}, {72751, 72751}, {72752, 72758}, {72760, 72765}, + {72766, 72766}, {72767, 72767}, {72768, 72768}, {72784, 72793}, + {72818, 72847}, {72850, 72871}, {72873, 72873}, {72874, 72880}, + {72881, 72881}, {72882, 72883}, {72884, 72884}, {72885, 72886}, + {72960, 72966}, {72968, 72969}, {72971, 73008}, {73009, 73014}, + {73018, 73018}, {73020, 73021}, {73023, 73029}, {73030, 73030}, + {73031, 73031}, {73040, 73049}, {73056, 73061}, {73063, 73064}, + {73066, 73097}, {73098, 73102}, {73104, 73105}, {73107, 73108}, + {73109, 73109}, {73110, 73110}, {73111, 73111}, {73112, 73112}, + {73120, 73129}, {73440, 73458}, {73459, 73460}, {73461, 73462}, + {73472, 73473}, {73474, 73474}, {73475, 73475}, {73476, 73488}, + {73490, 73523}, {73524, 73525}, {73526, 73530}, {73534, 73535}, + {73536, 73536}, {73537, 73537}, {73538, 73538}, {73552, 73561}, + {73648, 73648}, {73728, 74649}, {74752, 74862}, {74880, 75075}, + {77712, 77808}, {77824, 78895}, {78912, 78912}, {78913, 78918}, + {78919, 78933}, {82944, 83526}, {92160, 92728}, {92736, 92766}, + {92768, 92777}, {92784, 92862}, {92864, 92873}, {92880, 92909}, + {92912, 92916}, {92928, 92975}, {92976, 92982}, {92992, 92995}, + {93008, 93017}, {93027, 93047}, {93053, 93071}, {93760, 93823}, + {93952, 94026}, {94031, 94031}, {94032, 94032}, {94033, 94087}, + {94095, 94098}, {94099, 94111}, {94176, 94177}, {94179, 94179}, + {94180, 94180}, {94192, 94193}, {94208, 100343}, {100352, 101589}, + {101632, 101640}, {110576, 110579}, {110581, 110587}, {110589, 110590}, + {110592, 110882}, {110898, 110898}, {110928, 110930}, {110933, 110933}, + {110948, 110951}, {110960, 111355}, {113664, 113770}, {113776, 113788}, + {113792, 113800}, {113808, 113817}, {113821, 113822}, {118528, 118573}, + {118576, 118598}, {119141, 119142}, {119143, 119145}, {119149, 119154}, + {119163, 119170}, {119173, 119179}, {119210, 119213}, {119362, 119364}, + {119808, 119892}, {119894, 119964}, {119966, 119967}, {119970, 119970}, + {119973, 119974}, {119977, 119980}, {119982, 119993}, {119995, 119995}, + {119997, 120003}, {120005, 120069}, {120071, 120074}, {120077, 120084}, + {120086, 120092}, {120094, 120121}, {120123, 120126}, {120128, 120132}, + {120134, 120134}, {120138, 120144}, {120146, 120485}, {120488, 120512}, + {120514, 120538}, {120540, 120570}, {120572, 120596}, {120598, 120628}, + {120630, 120654}, {120656, 120686}, {120688, 120712}, {120714, 120744}, + {120746, 120770}, {120772, 120779}, {120782, 120831}, {121344, 121398}, + {121403, 121452}, {121461, 121461}, {121476, 121476}, {121499, 121503}, + {121505, 121519}, {122624, 122633}, {122634, 122634}, {122635, 122654}, + {122661, 122666}, {122880, 122886}, {122888, 122904}, {122907, 122913}, + {122915, 122916}, {122918, 122922}, {122928, 122989}, {123023, 123023}, + {123136, 123180}, {123184, 123190}, {123191, 123197}, {123200, 123209}, + {123214, 123214}, {123536, 123565}, {123566, 123566}, {123584, 123627}, + {123628, 123631}, {123632, 123641}, {124112, 124138}, {124139, 124139}, + {124140, 124143}, {124144, 124153}, {124896, 124902}, {124904, 124907}, + {124909, 124910}, {124912, 124926}, {124928, 125124}, {125136, 125142}, + {125184, 125251}, {125252, 125258}, {125259, 125259}, {125264, 125273}, + {126464, 126467}, {126469, 126495}, {126497, 126498}, {126500, 126500}, + {126503, 126503}, {126505, 126514}, {126516, 126519}, {126521, 126521}, + {126523, 126523}, {126530, 126530}, {126535, 126535}, {126537, 126537}, + {126539, 126539}, {126541, 126543}, {126545, 126546}, {126548, 126548}, + {126551, 126551}, {126553, 126553}, {126555, 126555}, {126557, 126557}, + {126559, 126559}, {126561, 126562}, {126564, 126564}, {126567, 126570}, + {126572, 126578}, {126580, 126583}, {126585, 126588}, {126590, 126590}, + {126592, 126601}, {126603, 126619}, {126625, 126627}, {126629, 126633}, + {126635, 126651}, {130032, 130041}, {131072, 173791}, {173824, 177977}, + {177984, 178205}, {178208, 183969}, {183984, 191456}, {191472, 192093}, + {194560, 195101}, {196608, 201546}, {201552, 205743}, {917760, 917999} +}; +const uint32_t id_start[740][2] = +{ + {65, 90}, {97, 122}, {170, 170}, {181, 181}, + {186, 186}, {192, 214}, {216, 246}, {248, 442}, + {443, 443}, {444, 447}, {448, 451}, {452, 659}, + {660, 660}, {661, 687}, {688, 705}, {710, 721}, + {736, 740}, {748, 748}, {750, 750}, {880, 883}, + {884, 884}, {886, 887}, {890, 890}, {891, 893}, + {895, 895}, {902, 902}, {904, 906}, {908, 908}, + {910, 929}, {931, 1013}, {1015, 1153}, {1162, 1327}, + {1329, 1366}, {1369, 1369}, {1376, 1416}, {1488, 1514}, + {1519, 1522}, {1568, 1599}, {1600, 1600}, {1601, 1610}, + {1646, 1647}, {1649, 1747}, {1749, 1749}, {1765, 1766}, + {1774, 1775}, {1786, 1788}, {1791, 1791}, {1808, 1808}, + {1810, 1839}, {1869, 1957}, {1969, 1969}, {1994, 2026}, + {2036, 2037}, {2042, 2042}, {2048, 2069}, {2074, 2074}, + {2084, 2084}, {2088, 2088}, {2112, 2136}, {2144, 2154}, + {2160, 2183}, {2185, 2190}, {2208, 2248}, {2249, 2249}, + {2308, 2361}, {2365, 2365}, {2384, 2384}, {2392, 2401}, + {2417, 2417}, {2418, 2432}, {2437, 2444}, {2447, 2448}, + {2451, 2472}, {2474, 2480}, {2482, 2482}, {2486, 2489}, + {2493, 2493}, {2510, 2510}, {2524, 2525}, {2527, 2529}, + {2544, 2545}, {2556, 2556}, {2565, 2570}, {2575, 2576}, + {2579, 2600}, {2602, 2608}, {2610, 2611}, {2613, 2614}, + {2616, 2617}, {2649, 2652}, {2654, 2654}, {2674, 2676}, + {2693, 2701}, {2703, 2705}, {2707, 2728}, {2730, 2736}, + {2738, 2739}, {2741, 2745}, {2749, 2749}, {2768, 2768}, + {2784, 2785}, {2809, 2809}, {2821, 2828}, {2831, 2832}, + {2835, 2856}, {2858, 2864}, {2866, 2867}, {2869, 2873}, + {2877, 2877}, {2908, 2909}, {2911, 2913}, {2929, 2929}, + {2947, 2947}, {2949, 2954}, {2958, 2960}, {2962, 2965}, + {2969, 2970}, {2972, 2972}, {2974, 2975}, {2979, 2980}, + {2984, 2986}, {2990, 3001}, {3024, 3024}, {3077, 3084}, + {3086, 3088}, {3090, 3112}, {3114, 3129}, {3133, 3133}, + {3160, 3162}, {3165, 3165}, {3168, 3169}, {3200, 3200}, + {3205, 3212}, {3214, 3216}, {3218, 3240}, {3242, 3251}, + {3253, 3257}, {3261, 3261}, {3293, 3294}, {3296, 3297}, + {3313, 3314}, {3332, 3340}, {3342, 3344}, {3346, 3386}, + {3389, 3389}, {3406, 3406}, {3412, 3414}, {3423, 3425}, + {3450, 3455}, {3461, 3478}, {3482, 3505}, {3507, 3515}, + {3517, 3517}, {3520, 3526}, {3585, 3632}, {3634, 3635}, + {3648, 3653}, {3654, 3654}, {3713, 3714}, {3716, 3716}, + {3718, 3722}, {3724, 3747}, {3749, 3749}, {3751, 3760}, + {3762, 3763}, {3773, 3773}, {3776, 3780}, {3782, 3782}, + {3804, 3807}, {3840, 3840}, {3904, 3911}, {3913, 3948}, + {3976, 3980}, {4096, 4138}, {4159, 4159}, {4176, 4181}, + {4186, 4189}, {4193, 4193}, {4197, 4198}, {4206, 4208}, + {4213, 4225}, {4238, 4238}, {4256, 4293}, {4295, 4295}, + {4301, 4301}, {4304, 4346}, {4348, 4348}, {4349, 4351}, + {4352, 4680}, {4682, 4685}, {4688, 4694}, {4696, 4696}, + {4698, 4701}, {4704, 4744}, {4746, 4749}, {4752, 4784}, + {4786, 4789}, {4792, 4798}, {4800, 4800}, {4802, 4805}, + {4808, 4822}, {4824, 4880}, {4882, 4885}, {4888, 4954}, + {4992, 5007}, {5024, 5109}, {5112, 5117}, {5121, 5740}, + {5743, 5759}, {5761, 5786}, {5792, 5866}, {5870, 5872}, + {5873, 5880}, {5888, 5905}, {5919, 5937}, {5952, 5969}, + {5984, 5996}, {5998, 6000}, {6016, 6067}, {6103, 6103}, + {6108, 6108}, {6176, 6210}, {6211, 6211}, {6212, 6264}, + {6272, 6276}, {6277, 6278}, {6279, 6312}, {6314, 6314}, + {6320, 6389}, {6400, 6430}, {6480, 6509}, {6512, 6516}, + {6528, 6571}, {6576, 6601}, {6656, 6678}, {6688, 6740}, + {6823, 6823}, {6917, 6963}, {6981, 6988}, {7043, 7072}, + {7086, 7087}, {7098, 7141}, {7168, 7203}, {7245, 7247}, + {7258, 7287}, {7288, 7293}, {7296, 7304}, {7312, 7354}, + {7357, 7359}, {7401, 7404}, {7406, 7411}, {7413, 7414}, + {7418, 7418}, {7424, 7467}, {7468, 7530}, {7531, 7543}, + {7544, 7544}, {7545, 7578}, {7579, 7615}, {7680, 7957}, + {7960, 7965}, {7968, 8005}, {8008, 8013}, {8016, 8023}, + {8025, 8025}, {8027, 8027}, {8029, 8029}, {8031, 8061}, + {8064, 8116}, {8118, 8124}, {8126, 8126}, {8130, 8132}, + {8134, 8140}, {8144, 8147}, {8150, 8155}, {8160, 8172}, + {8178, 8180}, {8182, 8188}, {8305, 8305}, {8319, 8319}, + {8336, 8348}, {8450, 8450}, {8455, 8455}, {8458, 8467}, + {8469, 8469}, {8472, 8472}, {8473, 8477}, {8484, 8484}, + {8486, 8486}, {8488, 8488}, {8490, 8493}, {8494, 8494}, + {8495, 8500}, {8501, 8504}, {8505, 8505}, {8508, 8511}, + {8517, 8521}, {8526, 8526}, {8544, 8578}, {8579, 8580}, + {8581, 8584}, {11264, 11387}, {11388, 11389}, {11390, 11492}, + {11499, 11502}, {11506, 11507}, {11520, 11557}, {11559, 11559}, + {11565, 11565}, {11568, 11623}, {11631, 11631}, {11648, 11670}, + {11680, 11686}, {11688, 11694}, {11696, 11702}, {11704, 11710}, + {11712, 11718}, {11720, 11726}, {11728, 11734}, {11736, 11742}, + {12293, 12293}, {12294, 12294}, {12295, 12295}, {12321, 12329}, + {12337, 12341}, {12344, 12346}, {12347, 12347}, {12348, 12348}, + {12353, 12438}, {12443, 12444}, {12445, 12446}, {12447, 12447}, + {12449, 12538}, {12540, 12542}, {12543, 12543}, {12549, 12591}, + {12593, 12686}, {12704, 12735}, {12784, 12799}, {13312, 19903}, + {19968, 40980}, {40981, 40981}, {40982, 42124}, {42192, 42231}, + {42232, 42237}, {42240, 42507}, {42508, 42508}, {42512, 42527}, + {42538, 42539}, {42560, 42605}, {42606, 42606}, {42623, 42623}, + {42624, 42651}, {42652, 42653}, {42656, 42725}, {42726, 42735}, + {42775, 42783}, {42786, 42863}, {42864, 42864}, {42865, 42887}, + {42888, 42888}, {42891, 42894}, {42895, 42895}, {42896, 42954}, + {42960, 42961}, {42963, 42963}, {42965, 42969}, {42994, 42996}, + {42997, 42998}, {42999, 42999}, {43000, 43001}, {43002, 43002}, + {43003, 43009}, {43011, 43013}, {43015, 43018}, {43020, 43042}, + {43072, 43123}, {43138, 43187}, {43250, 43255}, {43259, 43259}, + {43261, 43262}, {43274, 43301}, {43312, 43334}, {43360, 43388}, + {43396, 43442}, {43471, 43471}, {43488, 43492}, {43494, 43494}, + {43495, 43503}, {43514, 43518}, {43520, 43560}, {43584, 43586}, + {43588, 43595}, {43616, 43631}, {43632, 43632}, {43633, 43638}, + {43642, 43642}, {43646, 43695}, {43697, 43697}, {43701, 43702}, + {43705, 43709}, {43712, 43712}, {43714, 43714}, {43739, 43740}, + {43741, 43741}, {43744, 43754}, {43762, 43762}, {43763, 43764}, + {43777, 43782}, {43785, 43790}, {43793, 43798}, {43808, 43814}, + {43816, 43822}, {43824, 43866}, {43868, 43871}, {43872, 43880}, + {43881, 43881}, {43888, 43967}, {43968, 44002}, {44032, 55203}, + {55216, 55238}, {55243, 55291}, {63744, 64109}, {64112, 64217}, + {64256, 64262}, {64275, 64279}, {64285, 64285}, {64287, 64296}, + {64298, 64310}, {64312, 64316}, {64318, 64318}, {64320, 64321}, + {64323, 64324}, {64326, 64433}, {64467, 64829}, {64848, 64911}, + {64914, 64967}, {65008, 65019}, {65136, 65140}, {65142, 65276}, + {65313, 65338}, {65345, 65370}, {65382, 65391}, {65392, 65392}, + {65393, 65437}, {65438, 65439}, {65440, 65470}, {65474, 65479}, + {65482, 65487}, {65490, 65495}, {65498, 65500}, {65536, 65547}, + {65549, 65574}, {65576, 65594}, {65596, 65597}, {65599, 65613}, + {65616, 65629}, {65664, 65786}, {65856, 65908}, {66176, 66204}, + {66208, 66256}, {66304, 66335}, {66349, 66368}, {66369, 66369}, + {66370, 66377}, {66378, 66378}, {66384, 66421}, {66432, 66461}, + {66464, 66499}, {66504, 66511}, {66513, 66517}, {66560, 66639}, + {66640, 66717}, {66736, 66771}, {66776, 66811}, {66816, 66855}, + {66864, 66915}, {66928, 66938}, {66940, 66954}, {66956, 66962}, + {66964, 66965}, {66967, 66977}, {66979, 66993}, {66995, 67001}, + {67003, 67004}, {67072, 67382}, {67392, 67413}, {67424, 67431}, + {67456, 67461}, {67463, 67504}, {67506, 67514}, {67584, 67589}, + {67592, 67592}, {67594, 67637}, {67639, 67640}, {67644, 67644}, + {67647, 67669}, {67680, 67702}, {67712, 67742}, {67808, 67826}, + {67828, 67829}, {67840, 67861}, {67872, 67897}, {67968, 68023}, + {68030, 68031}, {68096, 68096}, {68112, 68115}, {68117, 68119}, + {68121, 68149}, {68192, 68220}, {68224, 68252}, {68288, 68295}, + {68297, 68324}, {68352, 68405}, {68416, 68437}, {68448, 68466}, + {68480, 68497}, {68608, 68680}, {68736, 68786}, {68800, 68850}, + {68864, 68899}, {69248, 69289}, {69296, 69297}, {69376, 69404}, + {69415, 69415}, {69424, 69445}, {69488, 69505}, {69552, 69572}, + {69600, 69622}, {69635, 69687}, {69745, 69746}, {69749, 69749}, + {69763, 69807}, {69840, 69864}, {69891, 69926}, {69956, 69956}, + {69959, 69959}, {69968, 70002}, {70006, 70006}, {70019, 70066}, + {70081, 70084}, {70106, 70106}, {70108, 70108}, {70144, 70161}, + {70163, 70187}, {70207, 70208}, {70272, 70278}, {70280, 70280}, + {70282, 70285}, {70287, 70301}, {70303, 70312}, {70320, 70366}, + {70405, 70412}, {70415, 70416}, {70419, 70440}, {70442, 70448}, + {70450, 70451}, {70453, 70457}, {70461, 70461}, {70480, 70480}, + {70493, 70497}, {70656, 70708}, {70727, 70730}, {70751, 70753}, + {70784, 70831}, {70852, 70853}, {70855, 70855}, {71040, 71086}, + {71128, 71131}, {71168, 71215}, {71236, 71236}, {71296, 71338}, + {71352, 71352}, {71424, 71450}, {71488, 71494}, {71680, 71723}, + {71840, 71903}, {71935, 71942}, {71945, 71945}, {71948, 71955}, + {71957, 71958}, {71960, 71983}, {71999, 71999}, {72001, 72001}, + {72096, 72103}, {72106, 72144}, {72161, 72161}, {72163, 72163}, + {72192, 72192}, {72203, 72242}, {72250, 72250}, {72272, 72272}, + {72284, 72329}, {72349, 72349}, {72368, 72440}, {72704, 72712}, + {72714, 72750}, {72768, 72768}, {72818, 72847}, {72960, 72966}, + {72968, 72969}, {72971, 73008}, {73030, 73030}, {73056, 73061}, + {73063, 73064}, {73066, 73097}, {73112, 73112}, {73440, 73458}, + {73474, 73474}, {73476, 73488}, {73490, 73523}, {73648, 73648}, + {73728, 74649}, {74752, 74862}, {74880, 75075}, {77712, 77808}, + {77824, 78895}, {78913, 78918}, {82944, 83526}, {92160, 92728}, + {92736, 92766}, {92784, 92862}, {92880, 92909}, {92928, 92975}, + {92992, 92995}, {93027, 93047}, {93053, 93071}, {93760, 93823}, + {93952, 94026}, {94032, 94032}, {94099, 94111}, {94176, 94177}, + {94179, 94179}, {94208, 100343}, {100352, 101589}, {101632, 101640}, + {110576, 110579}, {110581, 110587}, {110589, 110590}, {110592, 110882}, + {110898, 110898}, {110928, 110930}, {110933, 110933}, {110948, 110951}, + {110960, 111355}, {113664, 113770}, {113776, 113788}, {113792, 113800}, + {113808, 113817}, {119808, 119892}, {119894, 119964}, {119966, 119967}, + {119970, 119970}, {119973, 119974}, {119977, 119980}, {119982, 119993}, + {119995, 119995}, {119997, 120003}, {120005, 120069}, {120071, 120074}, + {120077, 120084}, {120086, 120092}, {120094, 120121}, {120123, 120126}, + {120128, 120132}, {120134, 120134}, {120138, 120144}, {120146, 120485}, + {120488, 120512}, {120514, 120538}, {120540, 120570}, {120572, 120596}, + {120598, 120628}, {120630, 120654}, {120656, 120686}, {120688, 120712}, + {120714, 120744}, {120746, 120770}, {120772, 120779}, {122624, 122633}, + {122634, 122634}, {122635, 122654}, {122661, 122666}, {122928, 122989}, + {123136, 123180}, {123191, 123197}, {123214, 123214}, {123536, 123565}, + {123584, 123627}, {124112, 124138}, {124139, 124139}, {124896, 124902}, + {124904, 124907}, {124909, 124910}, {124912, 124926}, {124928, 125124}, + {125184, 125251}, {125259, 125259}, {126464, 126467}, {126469, 126495}, + {126497, 126498}, {126500, 126500}, {126503, 126503}, {126505, 126514}, + {126516, 126519}, {126521, 126521}, {126523, 126523}, {126530, 126530}, + {126535, 126535}, {126537, 126537}, {126539, 126539}, {126541, 126543}, + {126545, 126546}, {126548, 126548}, {126551, 126551}, {126553, 126553}, + {126555, 126555}, {126557, 126557}, {126559, 126559}, {126561, 126562}, + {126564, 126564}, {126567, 126570}, {126572, 126578}, {126580, 126583}, + {126585, 126588}, {126590, 126590}, {126592, 126601}, {126603, 126619}, + {126625, 126627}, {126629, 126633}, {126635, 126651}, {131072, 173791}, + {173824, 177977}, {177984, 178205}, {178208, 183969}, {183984, 191456}, + {191472, 192093}, {194560, 195101}, {196608, 201546}, {201552, 205743} +}; + + +} // namespace ada::idna +#endif // ADA_IDNA_IDENTIFIER_TABLES_H + +/* end file src/id_tables.cpp */ + +namespace ada::idna { +// return 0xffffffff in case of error +// We do not fully validate the input +uint32_t get_first_code_point(std::string_view input) { + constexpr uint32_t error = 0xffffffff; + // Check if the input is empty + if (input.empty()) { + return error; + } + + uint32_t code_point = 0; + size_t number_bytes = 0; + unsigned char first_byte = input[0]; + + if ((first_byte & 0x80) == 0) { + // 1-byte character (ASCII) + return first_byte; + } else if ((first_byte & 0xE0) == 0xC0) { + // 2-byte character + code_point = first_byte & 0x1F; + number_bytes = 2; + } else if ((first_byte & 0xF0) == 0xE0) { + // 3-byte character + code_point = first_byte & 0x0F; + number_bytes = 3; + } else if ((first_byte & 0xF8) == 0xF0) { + // 4-byte character + code_point = first_byte & 0x07; + number_bytes = 4; + } else { + return error; + } + + // Decode the remaining bytes + for (size_t i = 1; i < number_bytes; ++i) { + if (i >= input.size()) { + return error; + } + unsigned char byte = input[i]; + if ((byte & 0xC0) != 0x80) { + return error; + } + code_point = (code_point << 6) | (byte & 0x3F); + } + return code_point; +} + +bool is_ascii_letter(char32_t c) { + return (c >= 'A' && c <= 'Z') || (c >= 'a' && c <= 'z'); +} + +bool is_ascii_letter_or_digit(char32_t c) { + return (c >= 'A' && c <= 'Z') || (c >= 'a' && c <= 'z') || + (c >= '0' && c <= '9'); +} + +bool valid_name_code_point(char32_t code_point, bool first) { + // https://tc39.es/ecma262/#prod-IdentifierStart + // Fast paths: + if (first && + (code_point == '$' || code_point == '_' || is_ascii_letter(code_point))) { + return true; + } + if (!first && (code_point == '$' || is_ascii_letter_or_digit(code_point))) { + return true; + } + // Slow path... + if (code_point == 0xffffffff) { + return false; // minimal error handling + } + if (first) { + auto iter = std::lower_bound( + std::begin(ada::idna::id_start), std::end(ada::idna::id_start), + code_point, [](const uint32_t* range, uint32_t code_point) { + return range[1] < code_point; + }); + return iter != std::end(id_start) && code_point >= (*iter)[0]; + } else { + auto iter = std::lower_bound( + std::begin(id_continue), std::end(id_continue), code_point, + [](const uint32_t* range, uint32_t code_point) { + return range[1] < code_point; + }); + return iter != std::end(id_start) && code_point >= (*iter)[0]; + } +} +} // namespace ada::idna +/* end file src/identifier.cpp */ +/* end file src/idna.cpp */ +/* end file src/ada_idna.cpp */ +ADA_POP_DISABLE_WARNINGS + +#include +#if ADA_NEON +#include +#elif ADA_SSE2 +#include +#endif + +namespace ada::unicode { + +constexpr bool is_tabs_or_newline(char c) noexcept { + return c == '\r' || c == '\n' || c == '\t'; +} + +constexpr uint64_t broadcast(uint8_t v) noexcept { + return 0x101010101010101ull * v; +} + +constexpr bool to_lower_ascii(char* input, size_t length) noexcept { + uint64_t broadcast_80 = broadcast(0x80); + uint64_t broadcast_Ap = broadcast(128 - 'A'); + uint64_t broadcast_Zp = broadcast(128 - 'Z' - 1); + uint64_t non_ascii = 0; + size_t i = 0; + + for (; i + 7 < length; i += 8) { + uint64_t word{}; + memcpy(&word, input + i, sizeof(word)); + non_ascii |= (word & broadcast_80); + word ^= + (((word + broadcast_Ap) ^ (word + broadcast_Zp)) & broadcast_80) >> 2; + memcpy(input + i, &word, sizeof(word)); + } + if (i < length) { + uint64_t word{}; + memcpy(&word, input + i, length - i); + non_ascii |= (word & broadcast_80); + word ^= + (((word + broadcast_Ap) ^ (word + broadcast_Zp)) & broadcast_80) >> 2; + memcpy(input + i, &word, length - i); + } + return non_ascii == 0; +} +#if ADA_NEON +ada_really_inline bool has_tabs_or_newline( + std::string_view user_input) noexcept { + // first check for short strings in which case we do it naively. + if (user_input.size() < 16) { // slow path + return std::any_of(user_input.begin(), user_input.end(), + is_tabs_or_newline); + } + // fast path for long strings (expected to be common) + size_t i = 0; + /** + * The fastest way to check for `\t` (==9), '\n'(== 10) and `\r` (==13) relies + * on table lookup instruction. We notice that these are all unique numbers + * between 0..15. Let's prepare a special register, where we put '\t' in the + * 9th position, '\n' - 10th and '\r' - 13th. Then we shuffle this register by + * input register. If the input had `\t` in position X then this shuffled + * register will also have '\t' in that position. Comparing input with this + * shuffled register will mark us all interesting characters in the input. + * + * credit for algorithmic idea: @aqrit, credit for description: + * @DenisYaroshevskiy + */ + static uint8_t rnt_array[16] = {1, 0, 0, 0, 0, 0, 0, 0, + 0, 9, 10, 0, 0, 13, 0, 0}; + const uint8x16_t rnt = vld1q_u8(rnt_array); + // m['0xd', '0xa', '0x9'] + uint8x16_t running{0}; + for (; i + 15 < user_input.size(); i += 16) { + uint8x16_t word = vld1q_u8((const uint8_t*)user_input.data() + i); + + running = vorrq_u8(running, vceqq_u8(vqtbl1q_u8(rnt, word), word)); + } + if (i < user_input.size()) { + uint8x16_t word = + vld1q_u8((const uint8_t*)user_input.data() + user_input.length() - 16); + running = vorrq_u8(running, vceqq_u8(vqtbl1q_u8(rnt, word), word)); + } + return vmaxvq_u32(vreinterpretq_u32_u8(running)) != 0; +} +#elif ADA_SSE2 +ada_really_inline bool has_tabs_or_newline( + std::string_view user_input) noexcept { + // first check for short strings in which case we do it naively. + if (user_input.size() < 16) { // slow path + return std::any_of(user_input.begin(), user_input.end(), + is_tabs_or_newline); + } + // fast path for long strings (expected to be common) + size_t i = 0; + const __m128i mask1 = _mm_set1_epi8('\r'); + const __m128i mask2 = _mm_set1_epi8('\n'); + const __m128i mask3 = _mm_set1_epi8('\t'); + // If we supported SSSE3, we could use the algorithm that we use for NEON. + __m128i running{0}; + for (; i + 15 < user_input.size(); i += 16) { + __m128i word = _mm_loadu_si128((const __m128i*)(user_input.data() + i)); + running = _mm_or_si128( + _mm_or_si128(running, _mm_or_si128(_mm_cmpeq_epi8(word, mask1), + _mm_cmpeq_epi8(word, mask2))), + _mm_cmpeq_epi8(word, mask3)); + } + if (i < user_input.size()) { + __m128i word = _mm_loadu_si128( + (const __m128i*)(user_input.data() + user_input.length() - 16)); + running = _mm_or_si128( + _mm_or_si128(running, _mm_or_si128(_mm_cmpeq_epi8(word, mask1), + _mm_cmpeq_epi8(word, mask2))), + _mm_cmpeq_epi8(word, mask3)); + } + return _mm_movemask_epi8(running) != 0; +} +#else +ada_really_inline bool has_tabs_or_newline( + std::string_view user_input) noexcept { + auto has_zero_byte = [](uint64_t v) { + return ((v - 0x0101010101010101) & ~(v) & 0x8080808080808080); + }; + size_t i = 0; + uint64_t mask1 = broadcast('\r'); + uint64_t mask2 = broadcast('\n'); + uint64_t mask3 = broadcast('\t'); + uint64_t running{0}; + for (; i + 7 < user_input.size(); i += 8) { + uint64_t word{}; + memcpy(&word, user_input.data() + i, sizeof(word)); + uint64_t xor1 = word ^ mask1; + uint64_t xor2 = word ^ mask2; + uint64_t xor3 = word ^ mask3; + running |= has_zero_byte(xor1) | has_zero_byte(xor2) | has_zero_byte(xor3); + } + if (i < user_input.size()) { + uint64_t word{}; + memcpy(&word, user_input.data() + i, user_input.size() - i); + uint64_t xor1 = word ^ mask1; + uint64_t xor2 = word ^ mask2; + uint64_t xor3 = word ^ mask3; + running |= has_zero_byte(xor1) | has_zero_byte(xor2) | has_zero_byte(xor3); + } + return running; +} +#endif + +// A forbidden host code point is U+0000 NULL, U+0009 TAB, U+000A LF, U+000D CR, +// U+0020 SPACE, U+0023 (#), U+002F (/), U+003A (:), U+003C (<), U+003E (>), +// U+003F (?), U+0040 (@), U+005B ([), U+005C (\), U+005D (]), U+005E (^), or +// U+007C (|). +constexpr static std::array is_forbidden_host_code_point_table = + []() consteval { + std::array result{}; + for (uint8_t c : {'\0', '\x09', '\x0a', '\x0d', ' ', '#', '/', ':', '<', + '>', '?', '@', '[', '\\', ']', '^', '|'}) { + result[c] = true; + } + return result; + }(); + +ada_really_inline constexpr bool is_forbidden_host_code_point( + const char c) noexcept { + return is_forbidden_host_code_point_table[uint8_t(c)]; +} + +constexpr static std::array is_forbidden_domain_code_point_table = + []() consteval { + std::array result{}; + for (uint8_t c : {'\0', '\x09', '\x0a', '\x0d', ' ', '#', '/', ':', '<', + '>', '?', '@', '[', '\\', ']', '^', '|', '%'}) { + result[c] = true; + } + for (uint8_t c = 0; c <= 32; c++) { + result[c] = true; + } + for (size_t c = 127; c < 255; c++) { + result[c] = true; + } + return result; + }(); + +static_assert(sizeof(is_forbidden_domain_code_point_table) == 256); + +ada_really_inline constexpr bool is_forbidden_domain_code_point( + const char c) noexcept { + return is_forbidden_domain_code_point_table[uint8_t(c)]; +} + +ada_really_inline constexpr bool contains_forbidden_domain_code_point( + const char* input, size_t length) noexcept { + size_t i = 0; + uint8_t accumulator{}; + for (; i + 4 <= length; i += 4) { + accumulator |= is_forbidden_domain_code_point_table[uint8_t(input[i])]; + accumulator |= is_forbidden_domain_code_point_table[uint8_t(input[i + 1])]; + accumulator |= is_forbidden_domain_code_point_table[uint8_t(input[i + 2])]; + accumulator |= is_forbidden_domain_code_point_table[uint8_t(input[i + 3])]; + } + for (; i < length; i++) { + accumulator |= is_forbidden_domain_code_point_table[uint8_t(input[i])]; + } + return accumulator; +} + +constexpr static std::array + is_forbidden_domain_code_point_table_or_upper = []() consteval { + std::array result{}; + for (uint8_t c : {'\0', '\x09', '\x0a', '\x0d', ' ', '#', '/', ':', '<', + '>', '?', '@', '[', '\\', ']', '^', '|', '%'}) { + result[c] = 1; + } + for (uint8_t c = 'A'; c <= 'Z'; c++) { + result[c] = 2; + } + for (uint8_t c = 0; c <= 32; c++) { + result[c] = 1; + } + for (size_t c = 127; c < 255; c++) { + result[c] = 1; + } + return result; + }(); + +ada_really_inline constexpr uint8_t +contains_forbidden_domain_code_point_or_upper(const char* input, + size_t length) noexcept { + size_t i = 0; + uint8_t accumulator{}; + for (; i + 4 <= length; i += 4) { + accumulator |= + is_forbidden_domain_code_point_table_or_upper[uint8_t(input[i])]; + accumulator |= + is_forbidden_domain_code_point_table_or_upper[uint8_t(input[i + 1])]; + accumulator |= + is_forbidden_domain_code_point_table_or_upper[uint8_t(input[i + 2])]; + accumulator |= + is_forbidden_domain_code_point_table_or_upper[uint8_t(input[i + 3])]; + } + for (; i < length; i++) { + accumulator |= + is_forbidden_domain_code_point_table_or_upper[uint8_t(input[i])]; + } + return accumulator; +} + +// std::isalnum(c) || c == '+' || c == '-' || c == '.') is true for +constexpr static std::array is_alnum_plus_table = []() consteval { + std::array result{}; + for (size_t c = 0; c < 256; c++) { + result[c] = (c >= '0' && c <= '9') || (c >= 'a' && c <= 'z') || + (c >= 'A' && c <= 'Z') || c == '+' || c == '-' || c == '.'; + } + return result; +}(); + +ada_really_inline constexpr bool is_alnum_plus(const char c) noexcept { + return is_alnum_plus_table[uint8_t(c)]; + // A table is almost surely much faster than the + // following under most compilers: return + // return (std::isalnum(c) || c == '+' || c == '-' || c == '.'); +} + +ada_really_inline constexpr bool is_ascii_hex_digit(const char c) noexcept { + return (c >= '0' && c <= '9') || (c >= 'A' && c <= 'F') || + (c >= 'a' && c <= 'f'); +} + +ada_really_inline constexpr bool is_ascii_digit(const char c) noexcept { + // An ASCII digit is a code point in the range U+0030 (0) to U+0039 (9), + // inclusive. + return (c >= '0' && c <= '9'); +} + +ada_really_inline constexpr bool is_ascii(const char32_t c) noexcept { + // If code point is between U+0000 and U+007F inclusive, then return true. + return c <= 0x7F; +} + +ada_really_inline constexpr bool is_c0_control_or_space(const char c) noexcept { + return (unsigned char)c <= ' '; +} + +ada_really_inline constexpr bool is_ascii_tab_or_newline( + const char c) noexcept { + return c == '\t' || c == '\n' || c == '\r'; +} + +constexpr std::string_view table_is_double_dot_path_segment[] = { + "..", "%2e.", ".%2e", "%2e%2e"}; + +ada_really_inline constexpr bool is_double_dot_path_segment( + std::string_view input) noexcept { + // This will catch most cases: + // The length must be 2,4 or 6. + // We divide by two and require + // that the result be between 1 and 3 inclusively. + uint64_t half_length = uint64_t(input.size()) / 2; + if (half_length - 1 > 2) { + return false; + } + // We have a string of length 2, 4 or 6. + // We now check the first character: + if ((input[0] != '.') && (input[0] != '%')) { + return false; + } + // We are unlikely the get beyond this point. + int hash_value = (input.size() + (unsigned)(input[0])) & 3; + const std::string_view target = table_is_double_dot_path_segment[hash_value]; + if (target.size() != input.size()) { + return false; + } + // We almost never get here. + // Optimizing the rest is relatively unimportant. + auto prefix_equal_unsafe = [](std::string_view a, std::string_view b) { + uint16_t A, B; + memcpy(&A, a.data(), sizeof(A)); + memcpy(&B, b.data(), sizeof(B)); + return A == B; + }; + if (!prefix_equal_unsafe(input, target)) { + return false; + } + for (size_t i = 2; i < input.size(); i++) { + char c = input[i]; + if ((uint8_t((c | 0x20) - 0x61) <= 25 ? (c | 0x20) : c) != target[i]) { + return false; + } + } + return true; + // The above code might be a bit better than the code below. Compilers + // are not stupid and may use the fact that these strings have length 2,4 and + // 6 and other tricks. + // return input == ".." || + // input == ".%2e" || input == ".%2E" || + // input == "%2e." || input == "%2E." || + // input == "%2e%2e" || input == "%2E%2E" || input == "%2E%2e" || input == + // "%2e%2E"; +} + +ada_really_inline constexpr bool is_single_dot_path_segment( + std::string_view input) noexcept { + return input == "." || input == "%2e" || input == "%2E"; +} + +ada_really_inline constexpr bool is_lowercase_hex(const char c) noexcept { + return (c >= '0' && c <= '9') || (c >= 'a' && c <= 'f'); +} + +constexpr static char hex_to_binary_table[] = { + 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 0, 0, 0, 0, 0, 0, 0, 10, 11, + 12, 13, 14, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 11, 12, 13, 14, 15}; +unsigned constexpr convert_hex_to_binary(const char c) noexcept { + return hex_to_binary_table[c - '0']; +} + +std::string percent_decode(const std::string_view input, size_t first_percent) { + // next line is for safety only, we expect users to avoid calling + // percent_decode when first_percent is outside the range. + if (first_percent == std::string_view::npos) { + return std::string(input); + } + std::string dest; + dest.reserve(input.length()); + dest.append(input.substr(0, first_percent)); + const char* pointer = input.data() + first_percent; + const char* end = input.data() + input.size(); + // Optimization opportunity: if the following code gets + // called often, it can be optimized quite a bit. + while (pointer < end) { + const char ch = pointer[0]; + size_t remaining = end - pointer - 1; + if (ch != '%' || remaining < 2 || + ( // ch == '%' && // It is unnecessary to check that ch == '%'. + (!is_ascii_hex_digit(pointer[1]) || + !is_ascii_hex_digit(pointer[2])))) { + dest += ch; + pointer++; + } else { + unsigned a = convert_hex_to_binary(pointer[1]); + unsigned b = convert_hex_to_binary(pointer[2]); + char c = static_cast(a * 16 + b); + dest += c; + pointer += 3; + } + } + return dest; +} + +std::string percent_encode(const std::string_view input, + const uint8_t character_set[]) { + auto pointer = std::ranges::find_if(input, [character_set](const char c) { + return character_sets::bit_at(character_set, c); + }); + // Optimization: Don't iterate if percent encode is not required + if (pointer == input.end()) { + return std::string(input); + } + + std::string result; + result.reserve(input.length()); // in the worst case, percent encoding might + // produce 3 characters. + result.append(input.substr(0, std::distance(input.begin(), pointer))); + + for (; pointer != input.end(); pointer++) { + if (character_sets::bit_at(character_set, *pointer)) { + result.append(character_sets::hex + uint8_t(*pointer) * 4, 3); + } else { + result += *pointer; + } + } + + return result; +} + +template +bool percent_encode(const std::string_view input, const uint8_t character_set[], + std::string& out) { + ada_log("percent_encode ", input, " to output string while ", + append ? "appending" : "overwriting"); + auto pointer = + std::find_if(input.begin(), input.end(), [character_set](const char c) { + return character_sets::bit_at(character_set, c); + }); + ada_log("percent_encode done checking, moved to ", + std::distance(input.begin(), pointer)); + + // Optimization: Don't iterate if percent encode is not required + if (pointer == input.end()) { + ada_log("percent_encode encoding not needed."); + return false; + } + if constexpr (!append) { + out.clear(); + } + ada_log("percent_encode appending ", std::distance(input.begin(), pointer), + " bytes"); + out.append(input.data(), std::distance(input.begin(), pointer)); + ada_log("percent_encode processing ", std::distance(pointer, input.end()), + " bytes"); + for (; pointer != input.end(); pointer++) { + if (character_sets::bit_at(character_set, *pointer)) { + out.append(character_sets::hex + uint8_t(*pointer) * 4, 3); + } else { + out += *pointer; + } + } + return true; +} + +bool to_ascii(std::optional& out, const std::string_view plain, + size_t first_percent) { + std::string percent_decoded_buffer; + std::string_view input = plain; + if (first_percent != std::string_view::npos) { + percent_decoded_buffer = unicode::percent_decode(plain, first_percent); + input = percent_decoded_buffer; + } + // input is a non-empty UTF-8 string, must be percent decoded + std::string idna_ascii = ada::idna::to_ascii(input); + if (idna_ascii.empty() || contains_forbidden_domain_code_point( + idna_ascii.data(), idna_ascii.size())) { + return false; + } + out = std::move(idna_ascii); + return true; +} + +std::string percent_encode(const std::string_view input, + const uint8_t character_set[], size_t index) { + std::string out; + out.append(input.data(), index); + auto pointer = input.begin() + index; + for (; pointer != input.end(); pointer++) { + if (character_sets::bit_at(character_set, *pointer)) { + out.append(character_sets::hex + uint8_t(*pointer) * 4, 3); + } else { + out += *pointer; + } + } + return out; +} + +} // namespace ada::unicode +/* end file src/unicode.cpp */ +/* begin file src/serializers.cpp */ +#include +#include +#include + +namespace ada::serializers { + +void find_longest_sequence_of_ipv6_pieces( + const std::array& address, size_t& compress, + size_t& compress_length) noexcept { + for (size_t i = 0; i < 8; i++) { + if (address[i] == 0) { + size_t next = i + 1; + while (next != 8 && address[next] == 0) ++next; + const size_t count = next - i; + if (compress_length < count) { + compress_length = count; + compress = i; + if (next == 8) break; + i = next; + } + } + } +} + +std::string ipv6(const std::array& address) noexcept { + size_t compress_length = 0; // The length of a long sequence of zeros. + size_t compress = 0; // The start of a long sequence of zeros. + find_longest_sequence_of_ipv6_pieces(address, compress, compress_length); + + if (compress_length <= 1) { + // Optimization opportunity: Find a faster way then snprintf for imploding + // and return here. + compress = compress_length = 8; + } + + std::string output(4 * 8 + 7 + 2, '\0'); + size_t piece_index = 0; + char* point = output.data(); + char* point_end = output.data() + output.size(); + *point++ = '['; + while (true) { + if (piece_index == compress) { + *point++ = ':'; + // If we skip a value initially, we need to write '::', otherwise + // a single ':' will do since it follows a previous ':'. + if (piece_index == 0) { + *point++ = ':'; + } + piece_index += compress_length; + if (piece_index == 8) { + break; + } + } + point = std::to_chars(point, point_end, address[piece_index], 16).ptr; + piece_index++; + if (piece_index == 8) { + break; + } + *point++ = ':'; + } + *point++ = ']'; + output.resize(point - output.data()); + return output; +} + +std::string ipv4(const uint64_t address) noexcept { + std::string output(15, '\0'); + char* point = output.data(); + char* point_end = output.data() + output.size(); + point = std::to_chars(point, point_end, uint8_t(address >> 24)).ptr; + for (int i = 2; i >= 0; i--) { + *point++ = '.'; + point = std::to_chars(point, point_end, uint8_t(address >> (i * 8))).ptr; + } + output.resize(point - output.data()); + return output; +} + +} // namespace ada::serializers +/* end file src/serializers.cpp */ +/* begin file src/implementation.cpp */ + +#include + + +namespace ada { + +template +ada_warn_unused tl::expected parse( + std::string_view input, const result_type* base_url) { + result_type u = + ada::parser::parse_url_impl(input, base_url); + if (!u.is_valid) { + return tl::unexpected(errors::type_error); + } + return u; +} + +template ada::result parse(std::string_view input, + const url* base_url = nullptr); +template ada::result parse( + std::string_view input, const url_aggregator* base_url = nullptr); + +std::string href_from_file(std::string_view input) { + // This is going to be much faster than constructing a URL. + std::string tmp_buffer; + std::string_view internal_input; + if (unicode::has_tabs_or_newline(input)) { + tmp_buffer = input; + helpers::remove_ascii_tab_or_newline(tmp_buffer); + internal_input = tmp_buffer; + } else { + internal_input = input; + } + std::string path; + if (internal_input.empty()) { + path = "/"; + } else if ((internal_input[0] == '/') || (internal_input[0] == '\\')) { + helpers::parse_prepared_path(internal_input.substr(1), + ada::scheme::type::FILE, path); + } else { + helpers::parse_prepared_path(internal_input, ada::scheme::type::FILE, path); + } + return "file://" + path; +} + +bool can_parse(std::string_view input, const std::string_view* base_input) { + ada::url_aggregator base_aggregator; + ada::url_aggregator* base_pointer = nullptr; + + if (base_input != nullptr) { + base_aggregator = ada::parser::parse_url_impl( + *base_input, nullptr); + if (!base_aggregator.is_valid) { + return false; + } + base_pointer = &base_aggregator; + } + + ada::url_aggregator result = + ada::parser::parse_url_impl(input, + base_pointer); + return result.is_valid; +} + +ada_warn_unused std::string to_string(ada::encoding_type type) { + switch (type) { + case ada::encoding_type::UTF8: + return "UTF-8"; + case ada::encoding_type::UTF_16LE: + return "UTF-16LE"; + case ada::encoding_type::UTF_16BE: + return "UTF-16BE"; + default: + unreachable(); + } +} + +} // namespace ada +/* end file src/implementation.cpp */ +/* begin file src/helpers.cpp */ + +#include +#include + +namespace ada::helpers { + +template +void encode_json(std::string_view view, out_iter out) { + // trivial implementation. could be faster. + const char* hexvalues = + "000102030405060708090a0b0c0d0e0f101112131415161718191a1b1c1d1e1f"; + for (uint8_t c : view) { + if (c == '\\') { + *out++ = '\\'; + *out++ = '\\'; + } else if (c == '"') { + *out++ = '\\'; + *out++ = '"'; + } else if (c <= 0x1f) { + *out++ = '\\'; + *out++ = 'u'; + *out++ = '0'; + *out++ = '0'; + *out++ = hexvalues[2 * c]; + *out++ = hexvalues[2 * c + 1]; + } else { + *out++ = c; + } + } +} + +ada_unused std::string get_state(ada::state s) { + switch (s) { + case ada::state::AUTHORITY: + return "Authority"; + case ada::state::SCHEME_START: + return "Scheme Start"; + case ada::state::SCHEME: + return "Scheme"; + case ada::state::HOST: + return "Host"; + case ada::state::NO_SCHEME: + return "No Scheme"; + case ada::state::FRAGMENT: + return "Fragment"; + case ada::state::RELATIVE_SCHEME: + return "Relative Scheme"; + case ada::state::RELATIVE_SLASH: + return "Relative Slash"; + case ada::state::FILE: + return "File"; + case ada::state::FILE_HOST: + return "File Host"; + case ada::state::FILE_SLASH: + return "File Slash"; + case ada::state::PATH_OR_AUTHORITY: + return "Path or Authority"; + case ada::state::SPECIAL_AUTHORITY_IGNORE_SLASHES: + return "Special Authority Ignore Slashes"; + case ada::state::SPECIAL_AUTHORITY_SLASHES: + return "Special Authority Slashes"; + case ada::state::SPECIAL_RELATIVE_OR_AUTHORITY: + return "Special Relative or Authority"; + case ada::state::QUERY: + return "Query"; + case ada::state::PATH: + return "Path"; + case ada::state::PATH_START: + return "Path Start"; + case ada::state::OPAQUE_PATH: + return "Opaque Path"; + case ada::state::PORT: + return "Port"; + default: + return "unknown state"; + } +} + +ada_really_inline std::optional prune_hash( + std::string_view& input) noexcept { + // compiles down to 20--30 instructions including a class to memchr (C + // function). this function should be quite fast. + size_t location_of_first = input.find('#'); + if (location_of_first == std::string_view::npos) { + return std::nullopt; + } + std::string_view hash = input; + hash.remove_prefix(location_of_first + 1); + input.remove_suffix(input.size() - location_of_first); + return hash; +} + +ada_really_inline bool shorten_path(std::string& path, + ada::scheme::type type) noexcept { + // Let path be url's path. + // If url's scheme is "file", path's size is 1, and path[0] is a normalized + // Windows drive letter, then return. + if (type == ada::scheme::type::FILE && + path.find('/', 1) == std::string_view::npos && !path.empty()) { + if (checkers::is_normalized_windows_drive_letter( + helpers::substring(path, 1))) { + return false; + } + } + + // Remove path's last item, if any. + size_t last_delimiter = path.rfind('/'); + if (last_delimiter != std::string::npos) { + path.erase(last_delimiter); + return true; + } + + return false; +} + +ada_really_inline bool shorten_path(std::string_view& path, + ada::scheme::type type) noexcept { + // Let path be url's path. + // If url's scheme is "file", path's size is 1, and path[0] is a normalized + // Windows drive letter, then return. + if (type == ada::scheme::type::FILE && + path.find('/', 1) == std::string_view::npos && !path.empty()) { + if (checkers::is_normalized_windows_drive_letter( + helpers::substring(path, 1))) { + return false; + } + } + + // Remove path's last item, if any. + if (!path.empty()) { + size_t slash_loc = path.rfind('/'); + if (slash_loc != std::string_view::npos) { + path.remove_suffix(path.size() - slash_loc); + return true; + } + } + + return false; +} + +ada_really_inline void remove_ascii_tab_or_newline( + std::string& input) noexcept { + // if this ever becomes a performance issue, we could use an approach similar + // to has_tabs_or_newline + std::erase_if(input, ada::unicode::is_ascii_tab_or_newline); +} + +ada_really_inline constexpr std::string_view substring(std::string_view input, + size_t pos) noexcept { + ADA_ASSERT_TRUE(pos <= input.size()); + // The following is safer but unneeded if we have the above line: + // return pos > input.size() ? std::string_view() : input.substr(pos); + return input.substr(pos); +} + +ada_really_inline void resize(std::string_view& input, size_t pos) noexcept { + ADA_ASSERT_TRUE(pos <= input.size()); + input.remove_suffix(input.size() - pos); +} + +// computes the number of trailing zeroes +// this is a private inline function only defined in this source file. +ada_really_inline int trailing_zeroes(uint32_t input_num) noexcept { +#ifdef ADA_REGULAR_VISUAL_STUDIO + unsigned long ret; + // Search the mask data from least significant bit (LSB) + // to the most significant bit (MSB) for a set bit (1). + _BitScanForward(&ret, input_num); + return (int)ret; +#else // ADA_REGULAR_VISUAL_STUDIO + return __builtin_ctzl(input_num); +#endif // ADA_REGULAR_VISUAL_STUDIO +} + +// starting at index location, this finds the next location of a character +// :, /, \\, ? or [. If none is found, view.size() is returned. +// For use within get_host_delimiter_location. +#if ADA_NEON +// The ada_make_uint8x16_t macro is necessary because Visual Studio does not +// support direct initialization of uint8x16_t. See +// https://developercommunity.visualstudio.com/t/error-C2078:-too-many-initializers-whe/402911?q=backend+neon +#ifndef ada_make_uint8x16_t +#define ada_make_uint8x16_t(x1, x2, x3, x4, x5, x6, x7, x8, x9, x10, x11, x12, \ + x13, x14, x15, x16) \ + ([=]() { \ + static uint8_t array[16] = {x1, x2, x3, x4, x5, x6, x7, x8, \ + x9, x10, x11, x12, x13, x14, x15, x16}; \ + return vld1q_u8(array); \ + }()) +#endif + +ada_really_inline size_t find_next_host_delimiter_special( + std::string_view view, size_t location) noexcept { + // first check for short strings in which case we do it naively. + if (view.size() - location < 16) { // slow path + for (size_t i = location; i < view.size(); i++) { + if (view[i] == ':' || view[i] == '/' || view[i] == '\\' || + view[i] == '?' || view[i] == '[') { + return i; + } + } + return size_t(view.size()); + } + auto to_bitmask = [](uint8x16_t input) -> uint16_t { + uint8x16_t bit_mask = + ada_make_uint8x16_t(0x01, 0x02, 0x4, 0x8, 0x10, 0x20, 0x40, 0x80, 0x01, + 0x02, 0x4, 0x8, 0x10, 0x20, 0x40, 0x80); + uint8x16_t minput = vandq_u8(input, bit_mask); + uint8x16_t tmp = vpaddq_u8(minput, minput); + tmp = vpaddq_u8(tmp, tmp); + tmp = vpaddq_u8(tmp, tmp); + return vgetq_lane_u16(vreinterpretq_u16_u8(tmp), 0); + }; + + // fast path for long strings (expected to be common) + size_t i = location; + uint8x16_t low_mask = + ada_make_uint8x16_t(0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x00, 0x01, 0x04, 0x04, 0x00, 0x00, 0x03); + uint8x16_t high_mask = + ada_make_uint8x16_t(0x00, 0x00, 0x02, 0x01, 0x00, 0x04, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00); + uint8x16_t fmask = vmovq_n_u8(0xf); + uint8x16_t zero{0}; + for (; i + 15 < view.size(); i += 16) { + uint8x16_t word = vld1q_u8((const uint8_t*)view.data() + i); + uint8x16_t lowpart = vqtbl1q_u8(low_mask, vandq_u8(word, fmask)); + uint8x16_t highpart = vqtbl1q_u8(high_mask, vshrq_n_u8(word, 4)); + uint8x16_t classify = vandq_u8(lowpart, highpart); + if (vmaxvq_u32(vreinterpretq_u32_u8(classify)) != 0) { + uint8x16_t is_zero = vceqq_u8(classify, zero); + uint16_t is_non_zero = ~to_bitmask(is_zero); + return i + trailing_zeroes(is_non_zero); + } + } + + if (i < view.size()) { + uint8x16_t word = + vld1q_u8((const uint8_t*)view.data() + view.length() - 16); + uint8x16_t lowpart = vqtbl1q_u8(low_mask, vandq_u8(word, fmask)); + uint8x16_t highpart = vqtbl1q_u8(high_mask, vshrq_n_u8(word, 4)); + uint8x16_t classify = vandq_u8(lowpart, highpart); + if (vmaxvq_u32(vreinterpretq_u32_u8(classify)) != 0) { + uint8x16_t is_zero = vceqq_u8(classify, zero); + uint16_t is_non_zero = ~to_bitmask(is_zero); + return view.length() - 16 + trailing_zeroes(is_non_zero); + } + } + return size_t(view.size()); +} +#elif ADA_SSE2 +ada_really_inline size_t find_next_host_delimiter_special( + std::string_view view, size_t location) noexcept { + // first check for short strings in which case we do it naively. + if (view.size() - location < 16) { // slow path + for (size_t i = location; i < view.size(); i++) { + if (view[i] == ':' || view[i] == '/' || view[i] == '\\' || + view[i] == '?' || view[i] == '[') { + return i; + } + } + return size_t(view.size()); + } + // fast path for long strings (expected to be common) + size_t i = location; + const __m128i mask1 = _mm_set1_epi8(':'); + const __m128i mask2 = _mm_set1_epi8('/'); + const __m128i mask3 = _mm_set1_epi8('\\'); + const __m128i mask4 = _mm_set1_epi8('?'); + const __m128i mask5 = _mm_set1_epi8('['); + + for (; i + 15 < view.size(); i += 16) { + __m128i word = _mm_loadu_si128((const __m128i*)(view.data() + i)); + __m128i m1 = _mm_cmpeq_epi8(word, mask1); + __m128i m2 = _mm_cmpeq_epi8(word, mask2); + __m128i m3 = _mm_cmpeq_epi8(word, mask3); + __m128i m4 = _mm_cmpeq_epi8(word, mask4); + __m128i m5 = _mm_cmpeq_epi8(word, mask5); + __m128i m = _mm_or_si128( + _mm_or_si128(_mm_or_si128(m1, m2), _mm_or_si128(m3, m4)), m5); + int mask = _mm_movemask_epi8(m); + if (mask != 0) { + return i + trailing_zeroes(mask); + } + } + if (i < view.size()) { + __m128i word = + _mm_loadu_si128((const __m128i*)(view.data() + view.length() - 16)); + __m128i m1 = _mm_cmpeq_epi8(word, mask1); + __m128i m2 = _mm_cmpeq_epi8(word, mask2); + __m128i m3 = _mm_cmpeq_epi8(word, mask3); + __m128i m4 = _mm_cmpeq_epi8(word, mask4); + __m128i m5 = _mm_cmpeq_epi8(word, mask5); + __m128i m = _mm_or_si128( + _mm_or_si128(_mm_or_si128(m1, m2), _mm_or_si128(m3, m4)), m5); + int mask = _mm_movemask_epi8(m); + if (mask != 0) { + return view.length() - 16 + trailing_zeroes(mask); + } + } + return size_t(view.length()); +} +#else +// : / [ \\ ? +static constexpr std::array special_host_delimiters = + []() consteval { + std::array result{}; + for (int i : {':', '/', '[', '\\', '?'}) { + result[i] = 1; + } + return result; + }(); +// credit: @the-moisrex recommended a table-based approach +ada_really_inline size_t find_next_host_delimiter_special( + std::string_view view, size_t location) noexcept { + auto const str = view.substr(location); + for (auto pos = str.begin(); pos != str.end(); ++pos) { + if (special_host_delimiters[(uint8_t)*pos]) { + return pos - str.begin() + location; + } + } + return size_t(view.size()); +} +#endif + +// starting at index location, this finds the next location of a character +// :, /, ? or [. If none is found, view.size() is returned. +// For use within get_host_delimiter_location. +#if ADA_NEON +ada_really_inline size_t find_next_host_delimiter(std::string_view view, + size_t location) noexcept { + // first check for short strings in which case we do it naively. + if (view.size() - location < 16) { // slow path + for (size_t i = location; i < view.size(); i++) { + if (view[i] == ':' || view[i] == '/' || view[i] == '?' || + view[i] == '[') { + return i; + } + } + return size_t(view.size()); + } + auto to_bitmask = [](uint8x16_t input) -> uint16_t { + uint8x16_t bit_mask = + ada_make_uint8x16_t(0x01, 0x02, 0x4, 0x8, 0x10, 0x20, 0x40, 0x80, 0x01, + 0x02, 0x4, 0x8, 0x10, 0x20, 0x40, 0x80); + uint8x16_t minput = vandq_u8(input, bit_mask); + uint8x16_t tmp = vpaddq_u8(minput, minput); + tmp = vpaddq_u8(tmp, tmp); + tmp = vpaddq_u8(tmp, tmp); + return vgetq_lane_u16(vreinterpretq_u16_u8(tmp), 0); + }; + + // fast path for long strings (expected to be common) + size_t i = location; + uint8x16_t low_mask = + ada_make_uint8x16_t(0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, + 0x00, 0x01, 0x04, 0x00, 0x00, 0x00, 0x03); + uint8x16_t high_mask = + ada_make_uint8x16_t(0x00, 0x00, 0x02, 0x01, 0x00, 0x04, 0x00, 0x00, 0x00, + 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00); + uint8x16_t fmask = vmovq_n_u8(0xf); + uint8x16_t zero{0}; + for (; i + 15 < view.size(); i += 16) { + uint8x16_t word = vld1q_u8((const uint8_t*)view.data() + i); + uint8x16_t lowpart = vqtbl1q_u8(low_mask, vandq_u8(word, fmask)); + uint8x16_t highpart = vqtbl1q_u8(high_mask, vshrq_n_u8(word, 4)); + uint8x16_t classify = vandq_u8(lowpart, highpart); + if (vmaxvq_u32(vreinterpretq_u32_u8(classify)) != 0) { + uint8x16_t is_zero = vceqq_u8(classify, zero); + uint16_t is_non_zero = ~to_bitmask(is_zero); + return i + trailing_zeroes(is_non_zero); + } + } + + if (i < view.size()) { + uint8x16_t word = + vld1q_u8((const uint8_t*)view.data() + view.length() - 16); + uint8x16_t lowpart = vqtbl1q_u8(low_mask, vandq_u8(word, fmask)); + uint8x16_t highpart = vqtbl1q_u8(high_mask, vshrq_n_u8(word, 4)); + uint8x16_t classify = vandq_u8(lowpart, highpart); + if (vmaxvq_u32(vreinterpretq_u32_u8(classify)) != 0) { + uint8x16_t is_zero = vceqq_u8(classify, zero); + uint16_t is_non_zero = ~to_bitmask(is_zero); + return view.length() - 16 + trailing_zeroes(is_non_zero); + } + } + return size_t(view.size()); +} +#elif ADA_SSE2 +ada_really_inline size_t find_next_host_delimiter(std::string_view view, + size_t location) noexcept { + // first check for short strings in which case we do it naively. + if (view.size() - location < 16) { // slow path + for (size_t i = location; i < view.size(); i++) { + if (view[i] == ':' || view[i] == '/' || view[i] == '?' || + view[i] == '[') { + return i; + } + } + return size_t(view.size()); + } + // fast path for long strings (expected to be common) + size_t i = location; + const __m128i mask1 = _mm_set1_epi8(':'); + const __m128i mask2 = _mm_set1_epi8('/'); + const __m128i mask4 = _mm_set1_epi8('?'); + const __m128i mask5 = _mm_set1_epi8('['); + + for (; i + 15 < view.size(); i += 16) { + __m128i word = _mm_loadu_si128((const __m128i*)(view.data() + i)); + __m128i m1 = _mm_cmpeq_epi8(word, mask1); + __m128i m2 = _mm_cmpeq_epi8(word, mask2); + __m128i m4 = _mm_cmpeq_epi8(word, mask4); + __m128i m5 = _mm_cmpeq_epi8(word, mask5); + __m128i m = _mm_or_si128(_mm_or_si128(m1, m2), _mm_or_si128(m4, m5)); + int mask = _mm_movemask_epi8(m); + if (mask != 0) { + return i + trailing_zeroes(mask); + } + } + if (i < view.size()) { + __m128i word = + _mm_loadu_si128((const __m128i*)(view.data() + view.length() - 16)); + __m128i m1 = _mm_cmpeq_epi8(word, mask1); + __m128i m2 = _mm_cmpeq_epi8(word, mask2); + __m128i m4 = _mm_cmpeq_epi8(word, mask4); + __m128i m5 = _mm_cmpeq_epi8(word, mask5); + __m128i m = _mm_or_si128(_mm_or_si128(m1, m2), _mm_or_si128(m4, m5)); + int mask = _mm_movemask_epi8(m); + if (mask != 0) { + return view.length() - 16 + trailing_zeroes(mask); + } + } + return size_t(view.length()); +} +#else +// : / [ ? +static constexpr std::array host_delimiters = []() consteval { + std::array result{}; + for (int i : {':', '/', '?', '['}) { + result[i] = 1; + } + return result; +}(); +// credit: @the-moisrex recommended a table-based approach +ada_really_inline size_t find_next_host_delimiter(std::string_view view, + size_t location) noexcept { + auto const str = view.substr(location); + for (auto pos = str.begin(); pos != str.end(); ++pos) { + if (host_delimiters[(uint8_t)*pos]) { + return pos - str.begin() + location; + } + } + return size_t(view.size()); +} +#endif + +ada_really_inline std::pair get_host_delimiter_location( + const bool is_special, std::string_view& view) noexcept { + /** + * The spec at https://url.spec.whatwg.org/#hostname-state expects us to + * compute a variable called insideBrackets but this variable is only used + * once, to check whether a ':' character was found outside brackets. Exact + * text: "Otherwise, if c is U+003A (:) and insideBrackets is false, then:". + * It is conceptually simpler and arguably more efficient to just return a + * Boolean indicating whether ':' was found outside brackets. + */ + const size_t view_size = view.size(); + size_t location = 0; + bool found_colon = false; + /** + * Performance analysis: + * + * We are basically seeking the end of the hostname which can be indicated + * by the end of the view, or by one of the characters ':', '/', '?', '\\' + * (where '\\' is only applicable for special URLs). However, these must + * appear outside a bracket range. E.g., if you have [something?]fd: then the + * '?' does not count. + * + * So we can skip ahead to the next delimiter, as long as we include '[' in + * the set of delimiters, and that we handle it first. + * + * So the trick is to have a fast function that locates the next delimiter. + * Unless we find '[', then it only needs to be called once! Ideally, such a + * function would be provided by the C++ standard library, but it seems that + * find_first_of is not very fast, so we are forced to roll our own. + * + * We do not break into two loops for speed, but for clarity. + */ + if (is_special) { + // We move to the next delimiter. + location = find_next_host_delimiter_special(view, location); + // Unless we find '[' then we are going only going to have to call + // find_next_host_delimiter_special once. + for (; location < view_size; + location = find_next_host_delimiter_special(view, location)) { + if (view[location] == '[') { + location = view.find(']', location); + if (location == std::string_view::npos) { + // performance: view.find might get translated to a memchr, which + // has no notion of std::string_view::npos, so the code does not + // reflect the assembly. + location = view_size; + break; + } + } else { + found_colon = view[location] == ':'; + break; + } + } + } else { + // We move to the next delimiter. + location = find_next_host_delimiter(view, location); + // Unless we find '[' then we are going only going to have to call + // find_next_host_delimiter_special once. + for (; location < view_size; + location = find_next_host_delimiter(view, location)) { + if (view[location] == '[') { + location = view.find(']', location); + if (location == std::string_view::npos) { + // performance: view.find might get translated to a memchr, which + // has no notion of std::string_view::npos, so the code does not + // reflect the assembly. + location = view_size; + break; + } + } else { + found_colon = view[location] == ':'; + break; + } + } + } + // performance: remove_suffix may translate into a single instruction. + view.remove_suffix(view_size - location); + return {location, found_colon}; +} + +void trim_c0_whitespace(std::string_view& input) noexcept { + while (!input.empty() && + ada::unicode::is_c0_control_or_space(input.front())) { + input.remove_prefix(1); + } + while (!input.empty() && ada::unicode::is_c0_control_or_space(input.back())) { + input.remove_suffix(1); + } +} + +ada_really_inline void parse_prepared_path(std::string_view input, + ada::scheme::type type, + std::string& path) { + ada_log("parse_prepared_path ", input); + uint8_t accumulator = checkers::path_signature(input); + // Let us first detect a trivial case. + // If it is special, we check that we have no dot, no %, no \ and no + // character needing percent encoding. Otherwise, we check that we have no %, + // no dot, and no character needing percent encoding. + constexpr uint8_t need_encoding = 1; + constexpr uint8_t backslash_char = 2; + constexpr uint8_t dot_char = 4; + constexpr uint8_t percent_char = 8; + bool special = type != ada::scheme::NOT_SPECIAL; + bool may_need_slow_file_handling = (type == ada::scheme::type::FILE && + checkers::is_windows_drive_letter(input)); + bool trivial_path = + (special ? (accumulator == 0) + : ((accumulator & (need_encoding | dot_char | percent_char)) == + 0)) && + (!may_need_slow_file_handling); + if (accumulator == dot_char && !may_need_slow_file_handling) { + // '4' means that we have at least one dot, but nothing that requires + // percent encoding or decoding. The only part that is not trivial is + // that we may have single dots and double dots path segments. + // If we have such segments, then we either have a path that begins + // with '.' (easy to check), or we have the sequence './'. + // Note: input cannot be empty, it must at least contain one character ('.') + // Note: we know that '\' is not present. + if (input[0] != '.') { + size_t slashdot = input.find("/."); + if (slashdot == std::string_view::npos) { // common case + trivial_path = true; + } else { // uncommon + // only three cases matter: /./, /.. or a final / + trivial_path = + !(slashdot + 2 == input.size() || input[slashdot + 2] == '.' || + input[slashdot + 2] == '/'); + } + } + } + if (trivial_path) { + ada_log("parse_path trivial"); + path += '/'; + path += input; + return; + } + // We are going to need to look a bit at the path, but let us see if we can + // ignore percent encoding *and* backslashes *and* percent characters. + // Except for the trivial case, this is likely to capture 99% of paths out + // there. + bool fast_path = + (special && + (accumulator & (need_encoding | backslash_char | percent_char)) == 0) && + (type != ada::scheme::type::FILE); + if (fast_path) { + ada_log("parse_prepared_path fast"); + // Here we don't need to worry about \ or percent encoding. + // We also do not have a file protocol. We might have dots, however, + // but dots must as appear as '.', and they cannot be encoded because + // the symbol '%' is not present. + size_t previous_location = 0; // We start at 0. + do { + size_t new_location = input.find('/', previous_location); + // std::string_view path_view = input; + // We process the last segment separately: + if (new_location == std::string_view::npos) { + std::string_view path_view = input.substr(previous_location); + if (path_view == "..") { // The path ends with .. + // e.g., if you receive ".." with an empty path, you go to "/". + if (path.empty()) { + path = '/'; + return; + } + // Fast case where we have nothing to do: + if (path.back() == '/') { + return; + } + // If you have the path "/joe/myfriend", + // then you delete 'myfriend'. + path.resize(path.rfind('/') + 1); + return; + } + path += '/'; + if (path_view != ".") { + path.append(path_view); + } + return; + } else { + // This is a non-final segment. + std::string_view path_view = + input.substr(previous_location, new_location - previous_location); + previous_location = new_location + 1; + if (path_view == "..") { + size_t last_delimiter = path.rfind('/'); + if (last_delimiter != std::string::npos) { + path.erase(last_delimiter); + } + } else if (path_view != ".") { + path += '/'; + path.append(path_view); + } + } + } while (true); + } else { + ada_log("parse_path slow"); + // we have reached the general case + bool needs_percent_encoding = (accumulator & 1); + std::string path_buffer_tmp; + do { + size_t location = (special && (accumulator & 2)) + ? input.find_first_of("/\\") + : input.find('/'); + std::string_view path_view = input; + if (location != std::string_view::npos) { + path_view.remove_suffix(path_view.size() - location); + input.remove_prefix(location + 1); + } + // path_buffer is either path_view or it might point at a percent encoded + // temporary file. + std::string_view path_buffer = + (needs_percent_encoding && + ada::unicode::percent_encode( + path_view, character_sets::PATH_PERCENT_ENCODE, path_buffer_tmp)) + ? path_buffer_tmp + : path_view; + if (unicode::is_double_dot_path_segment(path_buffer)) { + if ((helpers::shorten_path(path, type) || special) && + location == std::string_view::npos) { + path += '/'; + } + } else if (unicode::is_single_dot_path_segment(path_buffer) && + (location == std::string_view::npos)) { + path += '/'; + } + // Otherwise, if path_buffer is not a single-dot path segment, then: + else if (!unicode::is_single_dot_path_segment(path_buffer)) { + // If url's scheme is "file", url's path is empty, and path_buffer is a + // Windows drive letter, then replace the second code point in + // path_buffer with U+003A (:). + if (type == ada::scheme::type::FILE && path.empty() && + checkers::is_windows_drive_letter(path_buffer)) { + path += '/'; + path += path_buffer[0]; + path += ':'; + path_buffer.remove_prefix(2); + path.append(path_buffer); + } else { + // Append path_buffer to url's path. + path += '/'; + path.append(path_buffer); + } + } + if (location == std::string_view::npos) { + return; + } + } while (true); + } +} + +bool overlaps(std::string_view input1, const std::string& input2) noexcept { + ada_log("helpers::overlaps check if string_view '", input1, "' [", + input1.size(), " bytes] is part of string '", input2, "' [", + input2.size(), " bytes]"); + return !input1.empty() && !input2.empty() && input1.data() >= input2.data() && + input1.data() < input2.data() + input2.size(); +} + +template +ada_really_inline void strip_trailing_spaces_from_opaque_path( + url_type& url) noexcept { + ada_log("helpers::strip_trailing_spaces_from_opaque_path"); + if (!url.has_opaque_path) return; + if (url.has_hash()) return; + if (url.has_search()) return; + + auto path = std::string(url.get_pathname()); + while (!path.empty() && path.back() == ' ') { + path.resize(path.size() - 1); + } + url.update_base_pathname(path); +} + +// @ / \\ ? +static constexpr std::array authority_delimiter_special = + []() consteval { + std::array result{}; + for (uint8_t i : {'@', '/', '\\', '?'}) { + result[i] = 1; + } + return result; + }(); +// credit: @the-moisrex recommended a table-based approach +ada_really_inline size_t +find_authority_delimiter_special(std::string_view view) noexcept { + // performance note: we might be able to gain further performance + // with SIMD instrinsics. + for (auto pos = view.begin(); pos != view.end(); ++pos) { + if (authority_delimiter_special[(uint8_t)*pos]) { + return pos - view.begin(); + } + } + return size_t(view.size()); +} + +// @ / ? +static constexpr std::array authority_delimiter = []() consteval { + std::array result{}; + for (uint8_t i : {'@', '/', '?'}) { + result[i] = 1; + } + return result; +}(); +// credit: @the-moisrex recommended a table-based approach +ada_really_inline size_t +find_authority_delimiter(std::string_view view) noexcept { + // performance note: we might be able to gain further performance + // with SIMD instrinsics. + for (auto pos = view.begin(); pos != view.end(); ++pos) { + if (authority_delimiter[(uint8_t)*pos]) { + return pos - view.begin(); + } + } + return size_t(view.size()); +} + +} // namespace ada::helpers + +namespace ada { +ada_warn_unused std::string to_string(ada::state state) { + return ada::helpers::get_state(state); +} +#undef ada_make_uint8x16_t +} // namespace ada +/* end file src/helpers.cpp */ +/* begin file src/url.cpp */ + +#include +#include +#include +#include + +namespace ada { + +bool url::parse_opaque_host(std::string_view input) { + ada_log("parse_opaque_host ", input, " [", input.size(), " bytes]"); + if (std::ranges::any_of(input.begin(), input.end(), + ada::unicode::is_forbidden_host_code_point)) { + return is_valid = false; + } + + // Return the result of running UTF-8 percent-encode on input using the C0 + // control percent-encode set. + host = ada::unicode::percent_encode( + input, ada::character_sets::C0_CONTROL_PERCENT_ENCODE); + return true; +} + +bool url::parse_ipv4(std::string_view input) { + ada_log("parse_ipv4 ", input, " [", input.size(), " bytes]"); + if (input.back() == '.') { + input.remove_suffix(1); + } + size_t digit_count{0}; + int pure_decimal_count = 0; // entries that are decimal + std::string_view original_input = + input; // we might use this if pure_decimal_count == 4. + uint64_t ipv4{0}; + // we could unroll for better performance? + for (; (digit_count < 4) && !(input.empty()); digit_count++) { + uint32_t + segment_result{}; // If any number exceeds 32 bits, we have an error. + bool is_hex = checkers::has_hex_prefix(input); + if (is_hex && ((input.length() == 2) || + ((input.length() > 2) && (input[2] == '.')))) { + // special case + segment_result = 0; + input.remove_prefix(2); + } else { + std::from_chars_result r{}; + if (is_hex) { + r = std::from_chars(input.data() + 2, input.data() + input.size(), + segment_result, 16); + } else if ((input.length() >= 2) && input[0] == '0' && + checkers::is_digit(input[1])) { + r = std::from_chars(input.data() + 1, input.data() + input.size(), + segment_result, 8); + } else { + pure_decimal_count++; + r = std::from_chars(input.data(), input.data() + input.size(), + segment_result, 10); + } + if (r.ec != std::errc()) { + return is_valid = false; + } + input.remove_prefix(r.ptr - input.data()); + } + if (input.empty()) { + // We have the last value. + // At this stage, ipv4 contains digit_count*8 bits. + // So we have 32-digit_count*8 bits left. + if (segment_result >= (uint64_t(1) << (32 - digit_count * 8))) { + return is_valid = false; + } + ipv4 <<= (32 - digit_count * 8); + ipv4 |= segment_result; + goto final; + } else { + // There is more, so that the value must no be larger than 255 + // and we must have a '.'. + if ((segment_result > 255) || (input[0] != '.')) { + return is_valid = false; + } + ipv4 <<= 8; + ipv4 |= segment_result; + input.remove_prefix(1); // remove '.' + } + } + if ((digit_count != 4) || (!input.empty())) { + return is_valid = false; + } +final: + // We could also check r.ptr to see where the parsing ended. + if (pure_decimal_count == 4) { + host = original_input; // The original input was already all decimal and we + // validated it. + } else { + host = ada::serializers::ipv4(ipv4); // We have to reserialize the address. + } + host_type = IPV4; + return true; +} + +bool url::parse_ipv6(std::string_view input) { + ada_log("parse_ipv6 ", input, " [", input.size(), " bytes]"); + + if (input.empty()) { + return is_valid = false; + } + // Let address be a new IPv6 address whose IPv6 pieces are all 0. + std::array address{}; + + // Let pieceIndex be 0. + int piece_index = 0; + + // Let compress be null. + std::optional compress{}; + + // Let pointer be a pointer for input. + std::string_view::iterator pointer = input.begin(); + + // If c is U+003A (:), then: + if (input[0] == ':') { + // If remaining does not start with U+003A (:), validation error, return + // failure. + if (input.size() == 1 || input[1] != ':') { + ada_log("parse_ipv6 starts with : but the rest does not start with :"); + return is_valid = false; + } + + // Increase pointer by 2. + pointer += 2; + + // Increase pieceIndex by 1 and then set compress to pieceIndex. + compress = ++piece_index; + } + + // While c is not the EOF code point: + while (pointer != input.end()) { + // If pieceIndex is 8, validation error, return failure. + if (piece_index == 8) { + ada_log("parse_ipv6 piece_index == 8"); + return is_valid = false; + } + + // If c is U+003A (:), then: + if (*pointer == ':') { + // If compress is non-null, validation error, return failure. + if (compress.has_value()) { + ada_log("parse_ipv6 compress is non-null"); + return is_valid = false; + } + + // Increase pointer and pieceIndex by 1, set compress to pieceIndex, and + // then continue. + pointer++; + compress = ++piece_index; + continue; + } + + // Let value and length be 0. + uint16_t value = 0, length = 0; + + // While length is less than 4 and c is an ASCII hex digit, + // set value to value times 0x10 + c interpreted as hexadecimal number, and + // increase pointer and length by 1. + while (length < 4 && pointer != input.end() && + unicode::is_ascii_hex_digit(*pointer)) { + // https://stackoverflow.com/questions/39060852/why-does-the-addition-of-two-shorts-return-an-int + value = uint16_t(value * 0x10 + unicode::convert_hex_to_binary(*pointer)); + pointer++; + length++; + } + + // If c is U+002E (.), then: + if (pointer != input.end() && *pointer == '.') { + // If length is 0, validation error, return failure. + if (length == 0) { + ada_log("parse_ipv6 length is 0"); + return is_valid = false; + } + + // Decrease pointer by length. + pointer -= length; + + // If pieceIndex is greater than 6, validation error, return failure. + if (piece_index > 6) { + ada_log("parse_ipv6 piece_index > 6"); + return is_valid = false; + } + + // Let numbersSeen be 0. + int numbers_seen = 0; + + // While c is not the EOF code point: + while (pointer != input.end()) { + // Let ipv4Piece be null. + std::optional ipv4_piece{}; + + // If numbersSeen is greater than 0, then: + if (numbers_seen > 0) { + // If c is a U+002E (.) and numbersSeen is less than 4, then increase + // pointer by 1. + if (*pointer == '.' && numbers_seen < 4) { + pointer++; + } + // Otherwise, validation error, return failure. + else { + ada_log("parse_ipv6 Otherwise, validation error, return failure"); + return is_valid = false; + } + } + + // If c is not an ASCII digit, validation error, return failure. + if (pointer == input.end() || !checkers::is_digit(*pointer)) { + ada_log( + "parse_ipv6 If c is not an ASCII digit, validation error, return " + "failure"); + return is_valid = false; + } + + // While c is an ASCII digit: + while (pointer != input.end() && checkers::is_digit(*pointer)) { + // Let number be c interpreted as decimal number. + int number = *pointer - '0'; + + // If ipv4Piece is null, then set ipv4Piece to number. + if (!ipv4_piece.has_value()) { + ipv4_piece = number; + } + // Otherwise, if ipv4Piece is 0, validation error, return failure. + else if (ipv4_piece == 0) { + ada_log("parse_ipv6 if ipv4Piece is 0, validation error"); + return is_valid = false; + } + // Otherwise, set ipv4Piece to ipv4Piece times 10 + number. + else { + ipv4_piece = *ipv4_piece * 10 + number; + } + + // If ipv4Piece is greater than 255, validation error, return failure. + if (ipv4_piece > 255) { + ada_log("parse_ipv6 ipv4_piece > 255"); + return is_valid = false; + } + + // Increase pointer by 1. + pointer++; + } + + // Set address[pieceIndex] to address[pieceIndex] times 0x100 + + // ipv4Piece. + // https://stackoverflow.com/questions/39060852/why-does-the-addition-of-two-shorts-return-an-int + address[piece_index] = + uint16_t(address[piece_index] * 0x100 + *ipv4_piece); + + // Increase numbersSeen by 1. + numbers_seen++; + + // If numbersSeen is 2 or 4, then increase pieceIndex by 1. + if (numbers_seen == 2 || numbers_seen == 4) { + piece_index++; + } + } + + // If numbersSeen is not 4, validation error, return failure. + if (numbers_seen != 4) { + return is_valid = false; + } + + // Break. + break; + } + // Otherwise, if c is U+003A (:): + else if ((pointer != input.end()) && (*pointer == ':')) { + // Increase pointer by 1. + pointer++; + + // If c is the EOF code point, validation error, return failure. + if (pointer == input.end()) { + ada_log( + "parse_ipv6 If c is the EOF code point, validation error, return " + "failure"); + return is_valid = false; + } + } + // Otherwise, if c is not the EOF code point, validation error, return + // failure. + else if (pointer != input.end()) { + ada_log( + "parse_ipv6 Otherwise, if c is not the EOF code point, validation " + "error, return failure"); + return is_valid = false; + } + + // Set address[pieceIndex] to value. + address[piece_index] = value; + + // Increase pieceIndex by 1. + piece_index++; + } + + // If compress is non-null, then: + if (compress.has_value()) { + // Let swaps be pieceIndex - compress. + int swaps = piece_index - *compress; + + // Set pieceIndex to 7. + piece_index = 7; + + // While pieceIndex is not 0 and swaps is greater than 0, + // swap address[pieceIndex] with address[compress + swaps - 1], and then + // decrease both pieceIndex and swaps by 1. + while (piece_index != 0 && swaps > 0) { + std::swap(address[piece_index], address[*compress + swaps - 1]); + piece_index--; + swaps--; + } + } + // Otherwise, if compress is null and pieceIndex is not 8, validation error, + // return failure. + else if (piece_index != 8) { + ada_log( + "parse_ipv6 if compress is null and pieceIndex is not 8, validation " + "error, return failure"); + return is_valid = false; + } + host = ada::serializers::ipv6(address); + ada_log("parse_ipv6 ", *host); + host_type = IPV6; + return true; +} + +template +ada_really_inline bool url::parse_scheme(const std::string_view input) { + auto parsed_type = ada::scheme::get_scheme_type(input); + bool is_input_special = (parsed_type != ada::scheme::NOT_SPECIAL); + /** + * In the common case, we will immediately recognize a special scheme (e.g., + *http, https), in which case, we can go really fast. + **/ + if (is_input_special) { // fast path!!! + if constexpr (has_state_override) { + // If url's scheme is not a special scheme and buffer is a special scheme, + // then return. + if (is_special() != is_input_special) { + return false; + } + + // If url includes credentials or has a non-null port, and buffer is + // "file", then return. + if ((has_credentials() || port.has_value()) && + parsed_type == ada::scheme::type::FILE) { + return false; + } + + // If url's scheme is "file" and its host is an empty host, then return. + // An empty host is the empty string. + if (type == ada::scheme::type::FILE && host.has_value() && + host.value().empty()) { + return false; + } + } + + type = parsed_type; + + if constexpr (has_state_override) { + // This is uncommon. + uint16_t urls_scheme_port = get_special_port(); + + if (urls_scheme_port) { + // If url's port is url's scheme's default port, then set url's port to + // null. + if (port.has_value() && *port == urls_scheme_port) { + port = std::nullopt; + } + } + } + } else { // slow path + std::string _buffer(input); + // Next function is only valid if the input is ASCII and returns false + // otherwise, but it seems that we always have ascii content so we do not + // need to check the return value. + // bool is_ascii = + unicode::to_lower_ascii(_buffer.data(), _buffer.size()); + + if constexpr (has_state_override) { + // If url's scheme is a special scheme and buffer is not a special scheme, + // then return. If url's scheme is not a special scheme and buffer is a + // special scheme, then return. + if (is_special() != ada::scheme::is_special(_buffer)) { + return true; + } + + // If url includes credentials or has a non-null port, and buffer is + // "file", then return. + if ((has_credentials() || port.has_value()) && _buffer == "file") { + return true; + } + + // If url's scheme is "file" and its host is an empty host, then return. + // An empty host is the empty string. + if (type == ada::scheme::type::FILE && host.has_value() && + host.value().empty()) { + return true; + } + } + + set_scheme(std::move(_buffer)); + + if constexpr (has_state_override) { + // This is uncommon. + uint16_t urls_scheme_port = get_special_port(); + + if (urls_scheme_port) { + // If url's port is url's scheme's default port, then set url's port to + // null. + if (port.has_value() && *port == urls_scheme_port) { + port = std::nullopt; + } + } + } + } + + return true; +} + +ada_really_inline bool url::parse_host(std::string_view input) { + ada_log("parse_host ", input, " [", input.size(), " bytes]"); + if (input.empty()) { + return is_valid = false; + } // technically unnecessary. + // If input starts with U+005B ([), then: + if (input[0] == '[') { + // If input does not end with U+005D (]), validation error, return failure. + if (input.back() != ']') { + return is_valid = false; + } + ada_log("parse_host ipv6"); + + // Return the result of IPv6 parsing input with its leading U+005B ([) and + // trailing U+005D (]) removed. + input.remove_prefix(1); + input.remove_suffix(1); + return parse_ipv6(input); + } + + // If isNotSpecial is true, then return the result of opaque-host parsing + // input. + if (!is_special()) { + return parse_opaque_host(input); + } + // Let domain be the result of running UTF-8 decode without BOM on the + // percent-decoding of input. Let asciiDomain be the result of running domain + // to ASCII with domain and false. The most common case is an ASCII input, in + // which case we do not need to call the expensive 'to_ascii' if a few + // conditions are met: no '%' and no 'xn-' subsequence. + std::string buffer = std::string(input); + // This next function checks that the result is ascii, but we are going to + // to check anyhow with is_forbidden. + // bool is_ascii = + unicode::to_lower_ascii(buffer.data(), buffer.size()); + bool is_forbidden = unicode::contains_forbidden_domain_code_point( + buffer.data(), buffer.size()); + if (is_forbidden == 0 && buffer.find("xn-") == std::string_view::npos) { + // fast path + host = std::move(buffer); + if (checkers::is_ipv4(host.value())) { + ada_log("parse_host fast path ipv4"); + return parse_ipv4(host.value()); + } + ada_log("parse_host fast path ", *host); + return true; + } + ada_log("parse_host calling to_ascii"); + is_valid = ada::unicode::to_ascii(host, input, input.find('%')); + if (!is_valid) { + ada_log("parse_host to_ascii returns false"); + return is_valid = false; + } + ada_log("parse_host to_ascii succeeded ", *host, " [", host->size(), + " bytes]"); + + if (std::any_of(host.value().begin(), host.value().end(), + ada::unicode::is_forbidden_domain_code_point)) { + host = std::nullopt; + return is_valid = false; + } + + // If asciiDomain ends in a number, then return the result of IPv4 parsing + // asciiDomain. + if (checkers::is_ipv4(host.value())) { + ada_log("parse_host got ipv4 ", *host); + return parse_ipv4(host.value()); + } + + return true; +} + +ada_really_inline void url::parse_path(std::string_view input) { + ada_log("parse_path ", input); + std::string tmp_buffer; + std::string_view internal_input; + if (unicode::has_tabs_or_newline(input)) { + tmp_buffer = input; + // Optimization opportunity: Instead of copying and then pruning, we could + // just directly build the string from user_input. + helpers::remove_ascii_tab_or_newline(tmp_buffer); + internal_input = tmp_buffer; + } else { + internal_input = input; + } + + // If url is special, then: + if (is_special()) { + if (internal_input.empty()) { + path = "/"; + } else if ((internal_input[0] == '/') || (internal_input[0] == '\\')) { + helpers::parse_prepared_path(internal_input.substr(1), type, path); + } else { + helpers::parse_prepared_path(internal_input, type, path); + } + } else if (!internal_input.empty()) { + if (internal_input[0] == '/') { + helpers::parse_prepared_path(internal_input.substr(1), type, path); + } else { + helpers::parse_prepared_path(internal_input, type, path); + } + } else { + if (!host.has_value()) { + path = "/"; + } + } +} + +[[nodiscard]] std::string url::to_string() const { + if (!is_valid) { + return "null"; + } + std::string answer; + auto back = std::back_insert_iterator(answer); + answer.append("{\n"); + answer.append("\t\"protocol\":\""); + helpers::encode_json(get_protocol(), back); + answer.append("\",\n"); + if (has_credentials()) { + answer.append("\t\"username\":\""); + helpers::encode_json(username, back); + answer.append("\",\n"); + answer.append("\t\"password\":\""); + helpers::encode_json(password, back); + answer.append("\",\n"); + } + if (host.has_value()) { + answer.append("\t\"host\":\""); + helpers::encode_json(host.value(), back); + answer.append("\",\n"); + } + if (port.has_value()) { + answer.append("\t\"port\":\""); + answer.append(std::to_string(port.value())); + answer.append("\",\n"); + } + answer.append("\t\"path\":\""); + helpers::encode_json(path, back); + answer.append("\",\n"); + answer.append("\t\"opaque path\":"); + answer.append((has_opaque_path ? "true" : "false")); + if (has_search()) { + answer.append(",\n"); + answer.append("\t\"query\":\""); + helpers::encode_json(query.value(), back); + answer.append("\""); + } + if (hash.has_value()) { + answer.append(",\n"); + answer.append("\t\"hash\":\""); + helpers::encode_json(hash.value(), back); + answer.append("\""); + } + answer.append("\n}"); + return answer; +} + +[[nodiscard]] bool url::has_valid_domain() const noexcept { + if (!host.has_value()) { + return false; + } + return checkers::verify_dns_length(host.value()); +} + +[[nodiscard]] std::string url::get_origin() const noexcept { + if (is_special()) { + // Return a new opaque origin. + if (type == scheme::FILE) { + return "null"; + } + return ada::helpers::concat(get_protocol(), "//", get_host()); + } + + if (non_special_scheme == "blob") { + if (!path.empty()) { + auto result = ada::parse(path); + if (result && + (result->type == scheme::HTTP || result->type == scheme::HTTPS)) { + // If pathURL's scheme is not "http" and not "https", then return a + // new opaque origin. + return ada::helpers::concat(result->get_protocol(), "//", + result->get_host()); + } + } + } + + // Return a new opaque origin. + return "null"; +} + +[[nodiscard]] std::string url::get_protocol() const noexcept { + if (is_special()) { + return helpers::concat(ada::scheme::details::is_special_list[type], ":"); + } + // We only move the 'scheme' if it is non-special. + return helpers::concat(non_special_scheme, ":"); +} + +[[nodiscard]] std::string url::get_host() const noexcept { + // If url's host is null, then return the empty string. + // If url's port is null, return url's host, serialized. + // Return url's host, serialized, followed by U+003A (:) and url's port, + // serialized. + if (!host.has_value()) { + return ""; + } + if (port.has_value()) { + return host.value() + ":" + get_port(); + } + return host.value(); +} + +[[nodiscard]] std::string url::get_hostname() const noexcept { + return host.value_or(""); +} + +[[nodiscard]] std::string url::get_search() const noexcept { + // If this's URL's query is either null or the empty string, then return the + // empty string. Return U+003F (?), followed by this's URL's query. + return (!query.has_value() || (query.value().empty())) ? "" + : "?" + query.value(); +} + +[[nodiscard]] const std::string& url::get_username() const noexcept { + return username; +} + +[[nodiscard]] const std::string& url::get_password() const noexcept { + return password; +} + +[[nodiscard]] std::string url::get_port() const noexcept { + return port.has_value() ? std::to_string(port.value()) : ""; +} + +[[nodiscard]] std::string url::get_hash() const noexcept { + // If this's URL's fragment is either null or the empty string, then return + // the empty string. Return U+0023 (#), followed by this's URL's fragment. + return (!hash.has_value() || (hash.value().empty())) ? "" + : "#" + hash.value(); +} + +template +bool url::set_host_or_hostname(const std::string_view input) { + if (has_opaque_path) { + return false; + } + + std::optional previous_host = host; + std::optional previous_port = port; + + size_t host_end_pos = input.find('#'); + std::string _host(input.data(), host_end_pos != std::string_view::npos + ? host_end_pos + : input.size()); + helpers::remove_ascii_tab_or_newline(_host); + std::string_view new_host(_host); + + // If url's scheme is "file", then set state to file host state, instead of + // host state. + if (type != ada::scheme::type::FILE) { + std::string_view host_view(_host.data(), _host.length()); + auto [location, found_colon] = + helpers::get_host_delimiter_location(is_special(), host_view); + + // Otherwise, if c is U+003A (:) and insideBrackets is false, then: + // Note: the 'found_colon' value is true if and only if a colon was + // encountered while not inside brackets. + if (found_colon) { + if constexpr (override_hostname) { + return false; + } + std::string_view buffer = new_host.substr(location + 1); + if (!buffer.empty()) { + set_port(buffer); + } + } + // If url is special and host_view is the empty string, validation error, + // return failure. Otherwise, if state override is given, host_view is the + // empty string, and either url includes credentials or url's port is + // non-null, return. + else if (host_view.empty() && + (is_special() || has_credentials() || port.has_value())) { + return false; + } + + // Let host be the result of host parsing host_view with url is not special. + if (host_view.empty() && !is_special()) { + host = ""; + return true; + } + + bool succeeded = parse_host(host_view); + if (!succeeded) { + host = std::move(previous_host); + update_base_port(previous_port); + } + return succeeded; + } + + size_t location = new_host.find_first_of("/\\?"); + if (location != std::string_view::npos) { + new_host.remove_suffix(new_host.length() - location); + } + + if (new_host.empty()) { + // Set url's host to the empty string. + host = ""; + } else { + // Let host be the result of host parsing buffer with url is not special. + if (!parse_host(new_host)) { + host = std::move(previous_host); + update_base_port(previous_port); + return false; + } + + // If host is "localhost", then set host to the empty string. + if (host == "localhost") { + host = ""; + } + } + return true; +} + +bool url::set_host(const std::string_view input) { + return set_host_or_hostname(input); +} + +bool url::set_hostname(const std::string_view input) { + return set_host_or_hostname(input); +} + +bool url::set_username(const std::string_view input) { + if (cannot_have_credentials_or_port()) { + return false; + } + username = ada::unicode::percent_encode( + input, character_sets::USERINFO_PERCENT_ENCODE); + return true; +} + +bool url::set_password(const std::string_view input) { + if (cannot_have_credentials_or_port()) { + return false; + } + password = ada::unicode::percent_encode( + input, character_sets::USERINFO_PERCENT_ENCODE); + return true; +} + +bool url::set_port(const std::string_view input) { + if (cannot_have_credentials_or_port()) { + return false; + } + std::string trimmed(input); + helpers::remove_ascii_tab_or_newline(trimmed); + if (trimmed.empty()) { + port = std::nullopt; + return true; + } + + // Input should not start with a non-digit character. + if (!ada::unicode::is_ascii_digit(trimmed.front())) { + return false; + } + + // Revert changes if parse_port fails. + std::optional previous_port = port; + parse_port(trimmed); + if (is_valid) { + return true; + } + port = std::move(previous_port); + is_valid = true; + return false; +} + +void url::set_hash(const std::string_view input) { + if (input.empty()) { + hash = std::nullopt; + helpers::strip_trailing_spaces_from_opaque_path(*this); + return; + } + + std::string new_value; + new_value = input[0] == '#' ? input.substr(1) : input; + helpers::remove_ascii_tab_or_newline(new_value); + hash = unicode::percent_encode(new_value, + ada::character_sets::FRAGMENT_PERCENT_ENCODE); +} + +void url::set_search(const std::string_view input) { + if (input.empty()) { + query = std::nullopt; + helpers::strip_trailing_spaces_from_opaque_path(*this); + return; + } + + std::string new_value; + new_value = input[0] == '?' ? input.substr(1) : input; + helpers::remove_ascii_tab_or_newline(new_value); + + auto query_percent_encode_set = + is_special() ? ada::character_sets::SPECIAL_QUERY_PERCENT_ENCODE + : ada::character_sets::QUERY_PERCENT_ENCODE; + + query = ada::unicode::percent_encode(new_value, query_percent_encode_set); +} + +bool url::set_pathname(const std::string_view input) { + if (has_opaque_path) { + return false; + } + path.clear(); + parse_path(input); + return true; +} + +bool url::set_protocol(const std::string_view input) { + std::string view(input); + helpers::remove_ascii_tab_or_newline(view); + if (view.empty()) { + return true; + } + + // Schemes should start with alpha values. + if (!checkers::is_alpha(view[0])) { + return false; + } + + view.append(":"); + + std::string::iterator pointer = + std::ranges::find_if_not(view, unicode::is_alnum_plus); + + if (pointer != view.end() && *pointer == ':') { + return parse_scheme( + std::string_view(view.data(), pointer - view.begin())); + } + return false; +} + +bool url::set_href(const std::string_view input) { + ada::result out = ada::parse(input); + + if (out) { + *this = *out; + } + + return out.has_value(); +} + +} // namespace ada +/* end file src/url.cpp */ +/* begin file src/parser.cpp */ + +#include + + +namespace ada::parser { + +template +result_type parse_url_impl(std::string_view user_input, + const result_type* base_url) { + // We can specialize the implementation per type. + // Important: result_type_is_ada_url is evaluated at *compile time*. This + // means that doing if constexpr(result_type_is_ada_url) { something } else { + // something else } is free (at runtime). This means that ada::url_aggregator + // and ada::url **do not have to support the exact same API**. + constexpr bool result_type_is_ada_url = std::is_same_v; + constexpr bool result_type_is_ada_url_aggregator = + std::is_same_v; + static_assert(result_type_is_ada_url || + result_type_is_ada_url_aggregator); // We don't support + // anything else for now. + + ada_log("ada::parser::parse_url('", user_input, "' [", user_input.size(), + " bytes],", (base_url != nullptr ? base_url->to_string() : "null"), + ")"); + + state state = state::SCHEME_START; + result_type url{}; + + // We refuse to parse URL strings that exceed 4GB. Such strings are almost + // surely the result of a bug or are otherwise a security concern. + if (user_input.size() > std::numeric_limits::max()) [[unlikely]] { + url.is_valid = false; + } + // Going forward, user_input.size() is in [0, + // std::numeric_limits::max). If we are provided with an invalid + // base, or the optional_url was invalid, we must return. + if (base_url != nullptr) { + url.is_valid &= base_url->is_valid; + } + if (!url.is_valid) { + return url; + } + if constexpr (result_type_is_ada_url_aggregator && store_values) { + // Most of the time, we just need user_input.size(). + // In some instances, we may need a bit more. + /////////////////////////// + // This is *very* important. This line should *not* be removed + // hastily. There are principled reasons why reserve is important + // for performance. If you have a benchmark with small inputs, + // it may not matter, but in other instances, it could. + //// + // This rounds up to the next power of two. + // We know that user_input.size() is in [0, + // std::numeric_limits::max). + uint32_t reserve_capacity = + (0xFFFFFFFF >> + helpers::leading_zeroes(uint32_t(1 | user_input.size()))) + + 1; + url.reserve(reserve_capacity); + } + std::string tmp_buffer; + std::string_view url_data; + if (unicode::has_tabs_or_newline(user_input)) [[unlikely]] { + tmp_buffer = user_input; + // Optimization opportunity: Instead of copying and then pruning, we could + // just directly build the string from user_input. + helpers::remove_ascii_tab_or_newline(tmp_buffer); + url_data = tmp_buffer; + } else [[likely]] { + url_data = user_input; + } + + // Leading and trailing control characters are uncommon and easy to deal with + // (no performance concern). + helpers::trim_c0_whitespace(url_data); + + // Optimization opportunity. Most websites do not have fragment. + std::optional fragment = helpers::prune_hash(url_data); + // We add it last so that an implementation like ada::url_aggregator + // can append it last to its internal buffer, thus improving performance. + + // Here url_data no longer has its fragment. + // We are going to access the data from url_data (it is immutable). + // At any given time, we are pointing at byte 'input_position' in url_data. + // The input_position variable should range from 0 to input_size. + // It is illegal to access url_data at input_size. + size_t input_position = 0; + const size_t input_size = url_data.size(); + // Keep running the following state machine by switching on state. + // If after a run pointer points to the EOF code point, go to the next step. + // Otherwise, increase pointer by 1 and continue with the state machine. + // We never decrement input_position. + while (input_position <= input_size) { + ada_log("In parsing at ", input_position, " out of ", input_size, + " in state ", ada::to_string(state)); + switch (state) { + case state::SCHEME_START: { + ada_log("SCHEME_START ", helpers::substring(url_data, input_position)); + // If c is an ASCII alpha, append c, lowercased, to buffer, and set + // state to scheme state. + if ((input_position != input_size) && + checkers::is_alpha(url_data[input_position])) { + state = state::SCHEME; + input_position++; + } else { + // Otherwise, if state override is not given, set state to no scheme + // state and decrease pointer by 1. + state = state::NO_SCHEME; + } + break; + } + case state::SCHEME: { + ada_log("SCHEME ", helpers::substring(url_data, input_position)); + // If c is an ASCII alphanumeric, U+002B (+), U+002D (-), or U+002E (.), + // append c, lowercased, to buffer. + while ((input_position != input_size) && + (unicode::is_alnum_plus(url_data[input_position]))) { + input_position++; + } + // Otherwise, if c is U+003A (:), then: + if ((input_position != input_size) && + (url_data[input_position] == ':')) { + ada_log("SCHEME the scheme should be ", + url_data.substr(0, input_position)); + if constexpr (result_type_is_ada_url) { + if (!url.parse_scheme(url_data.substr(0, input_position))) { + return url; + } + } else { + // we pass the colon along instead of painfully adding it back. + if (!url.parse_scheme_with_colon( + url_data.substr(0, input_position + 1))) { + return url; + } + } + ada_log("SCHEME the scheme is ", url.get_protocol()); + + // If url's scheme is "file", then: + if (url.type == scheme::type::FILE) { + // Set state to file state. + state = state::FILE; + } + // Otherwise, if url is special, base is non-null, and base's scheme + // is url's scheme: Note: Doing base_url->scheme is unsafe if base_url + // != nullptr is false. + else if (url.is_special() && base_url != nullptr && + base_url->type == url.type) { + // Set state to special relative or authority state. + state = state::SPECIAL_RELATIVE_OR_AUTHORITY; + } + // Otherwise, if url is special, set state to special authority + // slashes state. + else if (url.is_special()) { + state = state::SPECIAL_AUTHORITY_SLASHES; + } + // Otherwise, if remaining starts with an U+002F (/), set state to + // path or authority state and increase pointer by 1. + else if (input_position + 1 < input_size && + url_data[input_position + 1] == '/') { + state = state::PATH_OR_AUTHORITY; + input_position++; + } + // Otherwise, set url's path to the empty string and set state to + // opaque path state. + else { + state = state::OPAQUE_PATH; + } + } + // Otherwise, if state override is not given, set buffer to the empty + // string, state to no scheme state, and start over (from the first code + // point in input). + else { + state = state::NO_SCHEME; + input_position = 0; + break; + } + input_position++; + break; + } + case state::NO_SCHEME: { + ada_log("NO_SCHEME ", helpers::substring(url_data, input_position)); + // If base is null, or base has an opaque path and c is not U+0023 (#), + // validation error, return failure. + if (base_url == nullptr || + (base_url->has_opaque_path && !fragment.has_value())) { + ada_log("NO_SCHEME validation error"); + url.is_valid = false; + return url; + } + // Otherwise, if base has an opaque path and c is U+0023 (#), + // set url's scheme to base's scheme, url's path to base's path, url's + // query to base's query, and set state to fragment state. + else if (base_url->has_opaque_path && fragment.has_value() && + input_position == input_size) { + ada_log("NO_SCHEME opaque base with fragment"); + url.copy_scheme(*base_url); + url.has_opaque_path = base_url->has_opaque_path; + + if constexpr (result_type_is_ada_url) { + url.path = base_url->path; + url.query = base_url->query; + } else { + url.update_base_pathname(base_url->get_pathname()); + url.update_base_search(base_url->get_search()); + } + url.update_unencoded_base_hash(*fragment); + return url; + } + // Otherwise, if base's scheme is not "file", set state to relative + // state and decrease pointer by 1. + else if (base_url->type != scheme::type::FILE) { + ada_log("NO_SCHEME non-file relative path"); + state = state::RELATIVE_SCHEME; + } + // Otherwise, set state to file state and decrease pointer by 1. + else { + ada_log("NO_SCHEME file base type"); + state = state::FILE; + } + break; + } + case state::AUTHORITY: { + ada_log("AUTHORITY ", helpers::substring(url_data, input_position)); + // most URLs have no @. Having no @ tells us that we don't have to worry + // about AUTHORITY. Of course, we could have @ and still not have to + // worry about AUTHORITY. + // TODO: Instead of just collecting a bool, collect the location of the + // '@' and do something useful with it. + // TODO: We could do various processing early on, using a single pass + // over the string to collect information about it, e.g., telling us + // whether there is a @ and if so, where (or how many). + + // Check if url data contains an @. + if (url_data.find('@', input_position) == std::string_view::npos) { + state = state::HOST; + break; + } + bool at_sign_seen{false}; + bool password_token_seen{false}; + /** + * We expect something of the sort... + * https://user:pass@example.com:1234/foo/bar?baz#quux + * --------^ + */ + do { + std::string_view view = url_data.substr(input_position); + // The delimiters are @, /, ? \\. + size_t location = + url.is_special() ? helpers::find_authority_delimiter_special(view) + : helpers::find_authority_delimiter(view); + std::string_view authority_view = view.substr(0, location); + size_t end_of_authority = input_position + authority_view.size(); + // If c is U+0040 (@), then: + if ((end_of_authority != input_size) && + (url_data[end_of_authority] == '@')) { + // If atSignSeen is true, then prepend "%40" to buffer. + if (at_sign_seen) { + if (password_token_seen) { + if constexpr (result_type_is_ada_url) { + url.password += "%40"; + } else { + url.append_base_password("%40"); + } + } else { + if constexpr (result_type_is_ada_url) { + url.username += "%40"; + } else { + url.append_base_username("%40"); + } + } + } + + at_sign_seen = true; + + if (!password_token_seen) { + size_t password_token_location = authority_view.find(':'); + password_token_seen = + password_token_location != std::string_view::npos; + + if constexpr (store_values) { + if (!password_token_seen) { + if constexpr (result_type_is_ada_url) { + url.username += unicode::percent_encode( + authority_view, + character_sets::USERINFO_PERCENT_ENCODE); + } else { + url.append_base_username(unicode::percent_encode( + authority_view, + character_sets::USERINFO_PERCENT_ENCODE)); + } + } else { + if constexpr (result_type_is_ada_url) { + url.username += unicode::percent_encode( + authority_view.substr(0, password_token_location), + character_sets::USERINFO_PERCENT_ENCODE); + url.password += unicode::percent_encode( + authority_view.substr(password_token_location + 1), + character_sets::USERINFO_PERCENT_ENCODE); + } else { + url.append_base_username(unicode::percent_encode( + authority_view.substr(0, password_token_location), + character_sets::USERINFO_PERCENT_ENCODE)); + url.append_base_password(unicode::percent_encode( + authority_view.substr(password_token_location + 1), + character_sets::USERINFO_PERCENT_ENCODE)); + } + } + } + } else if constexpr (store_values) { + if constexpr (result_type_is_ada_url) { + url.password += unicode::percent_encode( + authority_view, character_sets::USERINFO_PERCENT_ENCODE); + } else { + url.append_base_password(unicode::percent_encode( + authority_view, character_sets::USERINFO_PERCENT_ENCODE)); + } + } + } + // Otherwise, if one of the following is true: + // - c is the EOF code point, U+002F (/), U+003F (?), or U+0023 (#) + // - url is special and c is U+005C (\) + else if (end_of_authority == input_size || + url_data[end_of_authority] == '/' || + url_data[end_of_authority] == '?' || + (url.is_special() && url_data[end_of_authority] == '\\')) { + // If atSignSeen is true and authority_view is the empty string, + // validation error, return failure. + if (at_sign_seen && authority_view.empty()) { + url.is_valid = false; + return url; + } + state = state::HOST; + break; + } + if (end_of_authority == input_size) { + if constexpr (store_values) { + if (fragment.has_value()) { + url.update_unencoded_base_hash(*fragment); + } + } + return url; + } + input_position = end_of_authority + 1; + } while (true); + + break; + } + case state::SPECIAL_RELATIVE_OR_AUTHORITY: { + ada_log("SPECIAL_RELATIVE_OR_AUTHORITY ", + helpers::substring(url_data, input_position)); + + // If c is U+002F (/) and remaining starts with U+002F (/), + // then set state to special authority ignore slashes state and increase + // pointer by 1. + if (url_data.substr(input_position, 2) == "//") { + state = state::SPECIAL_AUTHORITY_IGNORE_SLASHES; + input_position += 2; + } else { + // Otherwise, validation error, set state to relative state and + // decrease pointer by 1. + state = state::RELATIVE_SCHEME; + } + + break; + } + case state::PATH_OR_AUTHORITY: { + ada_log("PATH_OR_AUTHORITY ", + helpers::substring(url_data, input_position)); + + // If c is U+002F (/), then set state to authority state. + if ((input_position != input_size) && + (url_data[input_position] == '/')) { + state = state::AUTHORITY; + input_position++; + } else { + // Otherwise, set state to path state, and decrease pointer by 1. + state = state::PATH; + } + + break; + } + case state::RELATIVE_SCHEME: { + ada_log("RELATIVE_SCHEME ", + helpers::substring(url_data, input_position)); + + // Set url's scheme to base's scheme. + url.copy_scheme(*base_url); + + // If c is U+002F (/), then set state to relative slash state. + if ((input_position != input_size) && + (url_data[input_position] == '/')) { + ada_log( + "RELATIVE_SCHEME if c is U+002F (/), then set state to relative " + "slash state"); + state = state::RELATIVE_SLASH; + } else if (url.is_special() && (input_position != input_size) && + (url_data[input_position] == '\\')) { + // Otherwise, if url is special and c is U+005C (\), validation error, + // set state to relative slash state. + ada_log( + "RELATIVE_SCHEME if url is special and c is U+005C, validation " + "error, set state to relative slash state"); + state = state::RELATIVE_SLASH; + } else { + ada_log("RELATIVE_SCHEME otherwise"); + // Set url's username to base's username, url's password to base's + // password, url's host to base's host, url's port to base's port, + // url's path to a clone of base's path, and url's query to base's + // query. + if constexpr (result_type_is_ada_url) { + url.username = base_url->username; + url.password = base_url->password; + url.host = base_url->host; + url.port = base_url->port; + // cloning the base path includes cloning the has_opaque_path flag + url.has_opaque_path = base_url->has_opaque_path; + url.path = base_url->path; + url.query = base_url->query; + } else { + url.update_base_authority(base_url->get_href(), + base_url->get_components()); + url.update_host_to_base_host(base_url->get_hostname()); + url.update_base_port(base_url->retrieve_base_port()); + // cloning the base path includes cloning the has_opaque_path flag + url.has_opaque_path = base_url->has_opaque_path; + url.update_base_pathname(base_url->get_pathname()); + url.update_base_search(base_url->get_search()); + } + + url.has_opaque_path = base_url->has_opaque_path; + + // If c is U+003F (?), then set url's query to the empty string, and + // state to query state. + if ((input_position != input_size) && + (url_data[input_position] == '?')) { + state = state::QUERY; + } + // Otherwise, if c is not the EOF code point: + else if (input_position != input_size) { + // Set url's query to null. + url.clear_search(); + if constexpr (result_type_is_ada_url) { + // Shorten url's path. + helpers::shorten_path(url.path, url.type); + } else { + std::string_view path = url.get_pathname(); + if (helpers::shorten_path(path, url.type)) { + url.update_base_pathname(std::move(std::string(path))); + } + } + // Set state to path state and decrease pointer by 1. + state = state::PATH; + break; + } + } + input_position++; + break; + } + case state::RELATIVE_SLASH: { + ada_log("RELATIVE_SLASH ", + helpers::substring(url_data, input_position)); + + // If url is special and c is U+002F (/) or U+005C (\), then: + if (url.is_special() && (input_position != input_size) && + (url_data[input_position] == '/' || + url_data[input_position] == '\\')) { + // Set state to special authority ignore slashes state. + state = state::SPECIAL_AUTHORITY_IGNORE_SLASHES; + } + // Otherwise, if c is U+002F (/), then set state to authority state. + else if ((input_position != input_size) && + (url_data[input_position] == '/')) { + state = state::AUTHORITY; + } + // Otherwise, set + // - url's username to base's username, + // - url's password to base's password, + // - url's host to base's host, + // - url's port to base's port, + // - state to path state, and then, decrease pointer by 1. + else { + if constexpr (result_type_is_ada_url) { + url.username = base_url->username; + url.password = base_url->password; + url.host = base_url->host; + url.port = base_url->port; + } else { + url.update_base_authority(base_url->get_href(), + base_url->get_components()); + url.update_host_to_base_host(base_url->get_hostname()); + url.update_base_port(base_url->retrieve_base_port()); + } + state = state::PATH; + break; + } + + input_position++; + break; + } + case state::SPECIAL_AUTHORITY_SLASHES: { + ada_log("SPECIAL_AUTHORITY_SLASHES ", + helpers::substring(url_data, input_position)); + + // If c is U+002F (/) and remaining starts with U+002F (/), + // then set state to special authority ignore slashes state and increase + // pointer by 1. + if (url_data.substr(input_position, 2) == "//") { + input_position += 2; + } + + [[fallthrough]]; + } + case state::SPECIAL_AUTHORITY_IGNORE_SLASHES: { + ada_log("SPECIAL_AUTHORITY_IGNORE_SLASHES ", + helpers::substring(url_data, input_position)); + + // If c is neither U+002F (/) nor U+005C (\), then set state to + // authority state and decrease pointer by 1. + while ((input_position != input_size) && + ((url_data[input_position] == '/') || + (url_data[input_position] == '\\'))) { + input_position++; + } + state = state::AUTHORITY; + + break; + } + case state::QUERY: { + ada_log("QUERY ", helpers::substring(url_data, input_position)); + if constexpr (store_values) { + // Let queryPercentEncodeSet be the special-query percent-encode set + // if url is special; otherwise the query percent-encode set. + const uint8_t* query_percent_encode_set = + url.is_special() ? character_sets::SPECIAL_QUERY_PERCENT_ENCODE + : character_sets::QUERY_PERCENT_ENCODE; + + // Percent-encode after encoding, with encoding, buffer, and + // queryPercentEncodeSet, and append the result to url's query. + url.update_base_search(url_data.substr(input_position), + query_percent_encode_set); + ada_log("QUERY update_base_search completed "); + if (fragment.has_value()) { + url.update_unencoded_base_hash(*fragment); + } + } + return url; + } + case state::HOST: { + ada_log("HOST ", helpers::substring(url_data, input_position)); + + std::string_view host_view = url_data.substr(input_position); + auto [location, found_colon] = + helpers::get_host_delimiter_location(url.is_special(), host_view); + input_position = (location != std::string_view::npos) + ? input_position + location + : input_size; + // Otherwise, if c is U+003A (:) and insideBrackets is false, then: + // Note: the 'found_colon' value is true if and only if a colon was + // encountered while not inside brackets. + if (found_colon) { + // If buffer is the empty string, validation error, return failure. + // Let host be the result of host parsing buffer with url is not + // special. + ada_log("HOST parsing ", host_view); + if (!url.parse_host(host_view)) { + return url; + } + ada_log("HOST parsing results in ", url.get_hostname()); + // Set url's host to host, buffer to the empty string, and state to + // port state. + state = state::PORT; + input_position++; + } + // Otherwise, if one of the following is true: + // - c is the EOF code point, U+002F (/), U+003F (?), or U+0023 (#) + // - url is special and c is U+005C (\) + // The get_host_delimiter_location function either brings us to + // the colon outside of the bracket, or to one of those characters. + else { + // If url is special and host_view is the empty string, validation + // error, return failure. + if (host_view.empty() && url.is_special()) { + url.is_valid = false; + return url; + } + ada_log("HOST parsing ", host_view, " href=", url.get_href()); + // Let host be the result of host parsing host_view with url is not + // special. + if (host_view.empty()) { + url.update_base_hostname(""); + } else if (!url.parse_host(host_view)) { + return url; + } + ada_log("HOST parsing results in ", url.get_hostname(), + " href=", url.get_href()); + + // Set url's host to host, and state to path start state. + state = state::PATH_START; + } + + break; + } + case state::OPAQUE_PATH: { + ada_log("OPAQUE_PATH ", helpers::substring(url_data, input_position)); + std::string_view view = url_data.substr(input_position); + // If c is U+003F (?), then set url's query to the empty string and + // state to query state. + size_t location = view.find('?'); + if (location != std::string_view::npos) { + view.remove_suffix(view.size() - location); + state = state::QUERY; + input_position += location + 1; + } else { + input_position = input_size + 1; + } + url.has_opaque_path = true; + // This is a really unlikely scenario in real world. We should not seek + // to optimize it. + url.update_base_pathname(unicode::percent_encode( + view, character_sets::C0_CONTROL_PERCENT_ENCODE)); + break; + } + case state::PORT: { + ada_log("PORT ", helpers::substring(url_data, input_position)); + std::string_view port_view = url_data.substr(input_position); + input_position += url.parse_port(port_view, true); + if (!url.is_valid) { + return url; + } + state = state::PATH_START; + [[fallthrough]]; + } + case state::PATH_START: { + ada_log("PATH_START ", helpers::substring(url_data, input_position)); + + // If url is special, then: + if (url.is_special()) { + // Set state to path state. + state = state::PATH; + + // Optimization: Avoiding going into PATH state improves the + // performance of urls ending with /. + if (input_position == input_size) { + if constexpr (store_values) { + url.update_base_pathname("/"); + if (fragment.has_value()) { + url.update_unencoded_base_hash(*fragment); + } + } + return url; + } + // If c is neither U+002F (/) nor U+005C (\), then decrease pointer + // by 1. We know that (input_position == input_size) is impossible + // here, because of the previous if-check. + if ((url_data[input_position] != '/') && + (url_data[input_position] != '\\')) { + break; + } + } + // Otherwise, if state override is not given and c is U+003F (?), + // set url's query to the empty string and state to query state. + else if ((input_position != input_size) && + (url_data[input_position] == '?')) { + state = state::QUERY; + } + // Otherwise, if c is not the EOF code point: + else if (input_position != input_size) { + // Set state to path state. + state = state::PATH; + + // If c is not U+002F (/), then decrease pointer by 1. + if (url_data[input_position] != '/') { + break; + } + } + + input_position++; + break; + } + case state::PATH: { + ada_log("PATH ", helpers::substring(url_data, input_position)); + std::string_view view = url_data.substr(input_position); + + // Most time, we do not need percent encoding. + // Furthermore, we can immediately locate the '?'. + size_t locofquestionmark = view.find('?'); + if (locofquestionmark != std::string_view::npos) { + state = state::QUERY; + view.remove_suffix(view.size() - locofquestionmark); + input_position += locofquestionmark + 1; + } else { + input_position = input_size + 1; + } + if constexpr (store_values) { + if constexpr (result_type_is_ada_url) { + helpers::parse_prepared_path(view, url.type, url.path); + } else { + url.consume_prepared_path(view); + ADA_ASSERT_TRUE(url.validate()); + } + } + break; + } + case state::FILE_SLASH: { + ada_log("FILE_SLASH ", helpers::substring(url_data, input_position)); + + // If c is U+002F (/) or U+005C (\), then: + if ((input_position != input_size) && + (url_data[input_position] == '/' || + url_data[input_position] == '\\')) { + ada_log("FILE_SLASH c is U+002F or U+005C"); + // Set state to file host state. + state = state::FILE_HOST; + input_position++; + } else { + ada_log("FILE_SLASH otherwise"); + // If base is non-null and base's scheme is "file", then: + // Note: it is unsafe to do base_url->scheme unless you know that + // base_url_has_value() is true. + if (base_url != nullptr && base_url->type == scheme::type::FILE) { + // Set url's host to base's host. + if constexpr (result_type_is_ada_url) { + url.host = base_url->host; + } else { + url.update_host_to_base_host(base_url->get_host()); + } + // If the code point substring from pointer to the end of input does + // not start with a Windows drive letter and base's path[0] is a + // normalized Windows drive letter, then append base's path[0] to + // url's path. + if (!base_url->get_pathname().empty()) { + if (!checkers::is_windows_drive_letter( + url_data.substr(input_position))) { + std::string_view first_base_url_path = + base_url->get_pathname().substr(1); + size_t loc = first_base_url_path.find('/'); + if (loc != std::string_view::npos) { + helpers::resize(first_base_url_path, loc); + } + if (checkers::is_normalized_windows_drive_letter( + first_base_url_path)) { + if constexpr (result_type_is_ada_url) { + url.path += '/'; + url.path += first_base_url_path; + } else { + url.append_base_pathname( + helpers::concat("/", first_base_url_path)); + } + } + } + } + } + + // Set state to path state, and decrease pointer by 1. + state = state::PATH; + } + + break; + } + case state::FILE_HOST: { + ada_log("FILE_HOST ", helpers::substring(url_data, input_position)); + std::string_view view = url_data.substr(input_position); + + size_t location = view.find_first_of("/\\?"); + std::string_view file_host_buffer( + view.data(), + (location != std::string_view::npos) ? location : view.size()); + + if (checkers::is_windows_drive_letter(file_host_buffer)) { + state = state::PATH; + } else if (file_host_buffer.empty()) { + // Set url's host to the empty string. + if constexpr (result_type_is_ada_url) { + url.host = ""; + } else { + url.update_base_hostname(""); + } + // Set state to path start state. + state = state::PATH_START; + } else { + size_t consumed_bytes = file_host_buffer.size(); + input_position += consumed_bytes; + // Let host be the result of host parsing buffer with url is not + // special. + if (!url.parse_host(file_host_buffer)) { + return url; + } + + if constexpr (result_type_is_ada_url) { + // If host is "localhost", then set host to the empty string. + if (url.host.has_value() && url.host.value() == "localhost") { + url.host = ""; + } + } else { + if (url.get_hostname() == "localhost") { + url.update_base_hostname(""); + } + } + + // Set buffer to the empty string and state to path start state. + state = state::PATH_START; + } + + break; + } + case state::FILE: { + ada_log("FILE ", helpers::substring(url_data, input_position)); + std::string_view file_view = url_data.substr(input_position); + + url.set_protocol_as_file(); + if constexpr (result_type_is_ada_url) { + // Set url's host to the empty string. + url.host = ""; + } else { + url.update_base_hostname(""); + } + // If c is U+002F (/) or U+005C (\), then: + if (input_position != input_size && + (url_data[input_position] == '/' || + url_data[input_position] == '\\')) { + ada_log("FILE c is U+002F or U+005C"); + // Set state to file slash state. + state = state::FILE_SLASH; + } + // Otherwise, if base is non-null and base's scheme is "file": + else if (base_url != nullptr && base_url->type == scheme::type::FILE) { + // Set url's host to base's host, url's path to a clone of base's + // path, and url's query to base's query. + ada_log("FILE base non-null"); + if constexpr (result_type_is_ada_url) { + url.host = base_url->host; + url.path = base_url->path; + url.query = base_url->query; + } else { + url.update_host_to_base_host(base_url->get_hostname()); + url.update_base_pathname(base_url->get_pathname()); + url.update_base_search(base_url->get_search()); + } + url.has_opaque_path = base_url->has_opaque_path; + + // If c is U+003F (?), then set url's query to the empty string and + // state to query state. + if (input_position != input_size && url_data[input_position] == '?') { + state = state::QUERY; + } + // Otherwise, if c is not the EOF code point: + else if (input_position != input_size) { + // Set url's query to null. + url.clear_search(); + // If the code point substring from pointer to the end of input does + // not start with a Windows drive letter, then shorten url's path. + if (!checkers::is_windows_drive_letter(file_view)) { + if constexpr (result_type_is_ada_url) { + helpers::shorten_path(url.path, url.type); + } else { + std::string_view path = url.get_pathname(); + if (helpers::shorten_path(path, url.type)) { + url.update_base_pathname(std::move(std::string(path))); + } + } + } + // Otherwise: + else { + // Set url's path to an empty list. + url.clear_pathname(); + url.has_opaque_path = true; + } + + // Set state to path state and decrease pointer by 1. + state = state::PATH; + break; + } + } + // Otherwise, set state to path state, and decrease pointer by 1. + else { + ada_log("FILE go to path"); + state = state::PATH; + break; + } + + input_position++; + break; + } + default: + unreachable(); + } + } + if constexpr (store_values) { + if (fragment.has_value()) { + url.update_unencoded_base_hash(*fragment); + } + } + return url; +} + +template url parse_url_impl(std::string_view user_input, + const url* base_url = nullptr); +template url_aggregator parse_url_impl( + std::string_view user_input, const url_aggregator* base_url = nullptr); + +template +result_type parse_url(std::string_view user_input, + const result_type* base_url) { + return parse_url_impl(user_input, base_url); +} + +template url parse_url(std::string_view user_input, + const url* base_url = nullptr); +template url_aggregator parse_url( + std::string_view user_input, const url_aggregator* base_url = nullptr); +} // namespace ada::parser +/* end file src/parser.cpp */ +/* begin file src/url_components.cpp */ + +#include + +namespace ada { + +[[nodiscard]] std::string url_components::to_string() const { + std::string answer; + auto back = std::back_insert_iterator(answer); + answer.append("{\n"); + + answer.append("\t\"protocol_end\":\""); + helpers::encode_json(std::to_string(protocol_end), back); + answer.append("\",\n"); + + answer.append("\t\"username_end\":\""); + helpers::encode_json(std::to_string(username_end), back); + answer.append("\",\n"); + + answer.append("\t\"host_start\":\""); + helpers::encode_json(std::to_string(host_start), back); + answer.append("\",\n"); + + answer.append("\t\"host_end\":\""); + helpers::encode_json(std::to_string(host_end), back); + answer.append("\",\n"); + + answer.append("\t\"port\":\""); + helpers::encode_json(std::to_string(port), back); + answer.append("\",\n"); + + answer.append("\t\"pathname_start\":\""); + helpers::encode_json(std::to_string(pathname_start), back); + answer.append("\",\n"); + + answer.append("\t\"search_start\":\""); + helpers::encode_json(std::to_string(search_start), back); + answer.append("\",\n"); + + answer.append("\t\"hash_start\":\""); + helpers::encode_json(std::to_string(hash_start), back); + answer.append("\",\n"); + + answer.append("\n}"); + return answer; +} + +} // namespace ada +/* end file src/url_components.cpp */ +/* begin file src/url_aggregator.cpp */ + +#include +#include + +namespace ada { +template +[[nodiscard]] ada_really_inline bool url_aggregator::parse_scheme_with_colon( + const std::string_view input_with_colon) { + ada_log("url_aggregator::parse_scheme_with_colon ", input_with_colon); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input_with_colon, buffer)); + std::string_view input{input_with_colon}; + input.remove_suffix(1); + auto parsed_type = ada::scheme::get_scheme_type(input); + const bool is_input_special = (parsed_type != ada::scheme::NOT_SPECIAL); + /** + * In the common case, we will immediately recognize a special scheme (e.g., + *http, https), in which case, we can go really fast. + **/ + if (is_input_special) { // fast path!!! + if constexpr (has_state_override) { + // If url's scheme is not a special scheme and buffer is a special scheme, + // then return. + if (is_special() != is_input_special) { + return false; + } + + // If url includes credentials or has a non-null port, and buffer is + // "file", then return. + if ((has_credentials() || components.port != url_components::omitted) && + parsed_type == ada::scheme::type::FILE) { + return false; + } + + // If url's scheme is "file" and its host is an empty host, then return. + // An empty host is the empty string. + if (type == ada::scheme::type::FILE && + components.host_start == components.host_end) { + return false; + } + } + + type = parsed_type; + set_scheme_from_view_with_colon(input_with_colon); + + if constexpr (has_state_override) { + // This is uncommon. + uint16_t urls_scheme_port = get_special_port(); + + // If url's port is url's scheme's default port, then set url's port to + // null. + if (components.port == urls_scheme_port) { + clear_port(); + } + } + } else { // slow path + std::string _buffer(input); + // Next function is only valid if the input is ASCII and returns false + // otherwise, but it seems that we always have ascii content so we do not + // need to check the return value. + unicode::to_lower_ascii(_buffer.data(), _buffer.size()); + + if constexpr (has_state_override) { + // If url's scheme is a special scheme and buffer is not a special scheme, + // then return. If url's scheme is not a special scheme and buffer is a + // special scheme, then return. + if (is_special() != ada::scheme::is_special(_buffer)) { + return true; + } + + // If url includes credentials or has a non-null port, and buffer is + // "file", then return. + if ((has_credentials() || components.port != url_components::omitted) && + _buffer == "file") { + return true; + } + + // If url's scheme is "file" and its host is an empty host, then return. + // An empty host is the empty string. + if (type == ada::scheme::type::FILE && + components.host_start == components.host_end) { + return true; + } + } + + set_scheme(_buffer); + + if constexpr (has_state_override) { + // This is uncommon. + uint16_t urls_scheme_port = get_special_port(); + + // If url's port is url's scheme's default port, then set url's port to + // null. + if (components.port == urls_scheme_port) { + clear_port(); + } + } + } + ADA_ASSERT_TRUE(validate()); + return true; +} + +inline void url_aggregator::copy_scheme(const url_aggregator& u) noexcept { + ada_log("url_aggregator::copy_scheme ", u.buffer); + ADA_ASSERT_TRUE(validate()); + // next line could overflow but unsigned arithmetic has well-defined + // overflows. + uint32_t new_difference = u.components.protocol_end - components.protocol_end; + type = u.type; + buffer.erase(0, components.protocol_end); + buffer.insert(0, u.get_protocol()); + components.protocol_end = u.components.protocol_end; + + // No need to update the components + if (new_difference == 0) { + return; + } + + // Update the rest of the components. + components.username_end += new_difference; + components.host_start += new_difference; + components.host_end += new_difference; + components.pathname_start += new_difference; + if (components.search_start != url_components::omitted) { + components.search_start += new_difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += new_difference; + } + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::set_scheme_from_view_with_colon( + std::string_view new_scheme_with_colon) noexcept { + ada_log("url_aggregator::set_scheme_from_view_with_colon ", + new_scheme_with_colon); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!new_scheme_with_colon.empty() && + new_scheme_with_colon.back() == ':'); + // next line could overflow but unsigned arithmetic has well-defined + // overflows. + uint32_t new_difference = + uint32_t(new_scheme_with_colon.size()) - components.protocol_end; + + if (buffer.empty()) { + buffer.append(new_scheme_with_colon); + } else { + buffer.erase(0, components.protocol_end); + buffer.insert(0, new_scheme_with_colon); + } + components.protocol_end += new_difference; + + // Update the rest of the components. + components.username_end += new_difference; + components.host_start += new_difference; + components.host_end += new_difference; + components.pathname_start += new_difference; + if (components.search_start != url_components::omitted) { + components.search_start += new_difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += new_difference; + } + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::set_scheme(std::string_view new_scheme) noexcept { + ada_log("url_aggregator::set_scheme ", new_scheme); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(new_scheme.empty() || new_scheme.back() != ':'); + // next line could overflow but unsigned arithmetic has well-defined + // overflows. + uint32_t new_difference = + uint32_t(new_scheme.size()) - components.protocol_end + 1; + + type = ada::scheme::get_scheme_type(new_scheme); + if (buffer.empty()) { + buffer.append(helpers::concat(new_scheme, ":")); + } else { + buffer.erase(0, components.protocol_end); + buffer.insert(0, helpers::concat(new_scheme, ":")); + } + components.protocol_end = uint32_t(new_scheme.size() + 1); + + // Update the rest of the components. + components.username_end += new_difference; + components.host_start += new_difference; + components.host_end += new_difference; + components.pathname_start += new_difference; + if (components.search_start != url_components::omitted) { + components.search_start += new_difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += new_difference; + } + ADA_ASSERT_TRUE(validate()); +} + +bool url_aggregator::set_protocol(const std::string_view input) { + ada_log("url_aggregator::set_protocol ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + std::string view(input); + helpers::remove_ascii_tab_or_newline(view); + if (view.empty()) { + return true; + } + + // Schemes should start with alpha values. + if (!checkers::is_alpha(view[0])) { + return false; + } + + view.append(":"); + + std::string::iterator pointer = + std::ranges::find_if_not(view, unicode::is_alnum_plus); + + if (pointer != view.end() && *pointer == ':') { + return parse_scheme_with_colon( + std::string_view(view.data(), pointer - view.begin() + 1)); + } + return false; +} + +bool url_aggregator::set_username(const std::string_view input) { + ada_log("url_aggregator::set_username '", input, "' "); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (cannot_have_credentials_or_port()) { + return false; + } + size_t idx = ada::unicode::percent_encode_index( + input, character_sets::USERINFO_PERCENT_ENCODE); + if (idx == input.size()) { + update_base_username(input); + } else { + // We only create a temporary string if we have to! + update_base_username(ada::unicode::percent_encode( + input, character_sets::USERINFO_PERCENT_ENCODE, idx)); + } + ADA_ASSERT_TRUE(validate()); + return true; +} + +bool url_aggregator::set_password(const std::string_view input) { + ada_log("url_aggregator::set_password '", input, "'"); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (cannot_have_credentials_or_port()) { + return false; + } + size_t idx = ada::unicode::percent_encode_index( + input, character_sets::USERINFO_PERCENT_ENCODE); + if (idx == input.size()) { + update_base_password(input); + } else { + // We only create a temporary string if we have to! + update_base_password(ada::unicode::percent_encode( + input, character_sets::USERINFO_PERCENT_ENCODE, idx)); + } + ADA_ASSERT_TRUE(validate()); + return true; +} + +bool url_aggregator::set_port(const std::string_view input) { + ada_log("url_aggregator::set_port ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (cannot_have_credentials_or_port()) { + return false; + } + std::string trimmed(input); + helpers::remove_ascii_tab_or_newline(trimmed); + if (trimmed.empty()) { + clear_port(); + return true; + } + + // Input should not start with a non-digit character. + if (!ada::unicode::is_ascii_digit(trimmed.front())) { + return false; + } + + // Revert changes if parse_port fails. + uint32_t previous_port = components.port; + parse_port(trimmed); + if (is_valid) { + return true; + } + update_base_port(previous_port); + is_valid = true; + ADA_ASSERT_TRUE(validate()); + return false; +} + +bool url_aggregator::set_pathname(const std::string_view input) { + ada_log("url_aggregator::set_pathname ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (has_opaque_path) { + return false; + } + clear_pathname(); + parse_path(input); + if (get_pathname().starts_with("//") && !has_authority() && !has_dash_dot()) { + buffer.insert(components.pathname_start, "/."); + components.pathname_start += 2; + } + ADA_ASSERT_TRUE(validate()); + return true; +} + +ada_really_inline void url_aggregator::parse_path(std::string_view input) { + ada_log("url_aggregator::parse_path ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + std::string tmp_buffer; + std::string_view internal_input; + if (unicode::has_tabs_or_newline(input)) { + tmp_buffer = input; + // Optimization opportunity: Instead of copying and then pruning, we could + // just directly build the string from user_input. + helpers::remove_ascii_tab_or_newline(tmp_buffer); + internal_input = tmp_buffer; + } else { + internal_input = input; + } + + // If url is special, then: + if (is_special()) { + if (internal_input.empty()) { + update_base_pathname("/"); + } else if ((internal_input[0] == '/') || (internal_input[0] == '\\')) { + consume_prepared_path(internal_input.substr(1)); + } else { + consume_prepared_path(internal_input); + } + } else if (!internal_input.empty()) { + if (internal_input[0] == '/') { + consume_prepared_path(internal_input.substr(1)); + } else { + consume_prepared_path(internal_input); + } + } else { + // Non-special URLs with an empty host can have their paths erased + // Path-only URLs cannot have their paths erased + if (components.host_start == components.host_end && !has_authority()) { + update_base_pathname("/"); + } + } + ADA_ASSERT_TRUE(validate()); +} + +void url_aggregator::set_search(const std::string_view input) { + ada_log("url_aggregator::set_search ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (input.empty()) { + clear_search(); + helpers::strip_trailing_spaces_from_opaque_path(*this); + return; + } + + std::string new_value; + new_value = input[0] == '?' ? input.substr(1) : input; + helpers::remove_ascii_tab_or_newline(new_value); + + auto query_percent_encode_set = + is_special() ? ada::character_sets::SPECIAL_QUERY_PERCENT_ENCODE + : ada::character_sets::QUERY_PERCENT_ENCODE; + + update_base_search(new_value, query_percent_encode_set); + ADA_ASSERT_TRUE(validate()); +} + +void url_aggregator::set_hash(const std::string_view input) { + ada_log("url_aggregator::set_hash ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (input.empty()) { + if (components.hash_start != url_components::omitted) { + buffer.resize(components.hash_start); + components.hash_start = url_components::omitted; + } + helpers::strip_trailing_spaces_from_opaque_path(*this); + return; + } + + std::string new_value; + new_value = input[0] == '#' ? input.substr(1) : input; + helpers::remove_ascii_tab_or_newline(new_value); + update_unencoded_base_hash(new_value); + ADA_ASSERT_TRUE(validate()); +} + +bool url_aggregator::set_href(const std::string_view input) { + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + ada_log("url_aggregator::set_href ", input, " [", input.size(), " bytes]"); + ada::result out = ada::parse(input); + ada_log("url_aggregator::set_href, success :", out.has_value()); + + if (out) { + ada_log("url_aggregator::set_href, parsed ", out->to_string()); + // TODO: Figure out why the following line puts test to never finish. + *this = *out; + } + + return out.has_value(); +} + +ada_really_inline bool url_aggregator::parse_host(std::string_view input) { + ada_log("url_aggregator:parse_host \"", input, "\" [", input.size(), + " bytes]"); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (input.empty()) { + return is_valid = false; + } // technically unnecessary. + // If input starts with U+005B ([), then: + if (input[0] == '[') { + // If input does not end with U+005D (]), validation error, return failure. + if (input.back() != ']') { + return is_valid = false; + } + ada_log("parse_host ipv6"); + + // Return the result of IPv6 parsing input with its leading U+005B ([) and + // trailing U+005D (]) removed. + input.remove_prefix(1); + input.remove_suffix(1); + return parse_ipv6(input); + } + + // If isNotSpecial is true, then return the result of opaque-host parsing + // input. + if (!is_special()) { + return parse_opaque_host(input); + } + // Let domain be the result of running UTF-8 decode without BOM on the + // percent-decoding of input. Let asciiDomain be the result of running domain + // to ASCII with domain and false. The most common case is an ASCII input, in + // which case we do not need to call the expensive 'to_ascii' if a few + // conditions are met: no '%' and no 'xn-' subsequence. + + // Often, the input does not contain any forbidden code points, and no upper + // case ASCII letter, then we can just copy it to the buffer. We want to + // optimize for such a common case. + uint8_t is_forbidden_or_upper = + unicode::contains_forbidden_domain_code_point_or_upper(input.data(), + input.size()); + // Minor optimization opportunity: + // contains_forbidden_domain_code_point_or_upper could be extend to check for + // the presence of characters that cannot appear in the ipv4 address and we + // could also check whether x and n and - are present, and so we could skip + // some of the checks below. However, the gains are likely to be small, and + // the code would be more complex. + if (is_forbidden_or_upper == 0 && + input.find("xn-") == std::string_view::npos) { + // fast path + update_base_hostname(input); + if (checkers::is_ipv4(get_hostname())) { + ada_log("parse_host fast path ipv4"); + return parse_ipv4(get_hostname(), true); + } + ada_log("parse_host fast path ", get_hostname()); + return true; + } + // We have encountered at least one forbidden code point or the input contains + // 'xn-' (case insensitive), so we need to call 'to_ascii' to perform the full + // conversion. + + ada_log("parse_host calling to_ascii"); + std::optional host = std::string(get_hostname()); + is_valid = ada::unicode::to_ascii(host, input, input.find('%')); + if (!is_valid) { + ada_log("parse_host to_ascii returns false"); + return is_valid = false; + } + ada_log("parse_host to_ascii succeeded ", *host, " [", host->size(), + " bytes]"); + + if (std::any_of(host.value().begin(), host.value().end(), + ada::unicode::is_forbidden_domain_code_point)) { + return is_valid = false; + } + + // If asciiDomain ends in a number, then return the result of IPv4 parsing + // asciiDomain. + if (checkers::is_ipv4(host.value())) { + ada_log("parse_host got ipv4 ", *host); + return parse_ipv4(host.value(), false); + } + + update_base_hostname(host.value()); + ADA_ASSERT_TRUE(validate()); + return true; +} + +template +bool url_aggregator::set_host_or_hostname(const std::string_view input) { + ada_log("url_aggregator::set_host_or_hostname ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (has_opaque_path) { + return false; + } + + std::string previous_host(get_hostname()); + uint32_t previous_port = components.port; + + size_t host_end_pos = input.find('#'); + std::string _host(input.data(), host_end_pos != std::string_view::npos + ? host_end_pos + : input.size()); + helpers::remove_ascii_tab_or_newline(_host); + std::string_view new_host(_host); + + // If url's scheme is "file", then set state to file host state, instead of + // host state. + if (type != ada::scheme::type::FILE) { + std::string_view host_view(_host.data(), _host.length()); + auto [location, found_colon] = + helpers::get_host_delimiter_location(is_special(), host_view); + + // Otherwise, if c is U+003A (:) and insideBrackets is false, then: + // Note: the 'found_colon' value is true if and only if a colon was + // encountered while not inside brackets. + if (found_colon) { + if constexpr (override_hostname) { + return false; + } + std::string_view sub_buffer = new_host.substr(location + 1); + if (!sub_buffer.empty()) { + set_port(sub_buffer); + } + } + // If url is special and host_view is the empty string, validation error, + // return failure. Otherwise, if state override is given, host_view is the + // empty string, and either url includes credentials or url's port is + // non-null, return. + else if (host_view.empty() && + (is_special() || has_credentials() || has_port())) { + return false; + } + + // Let host be the result of host parsing host_view with url is not special. + if (host_view.empty() && !is_special()) { + if (has_hostname()) { + clear_hostname(); // easy! + } else if (has_dash_dot()) { + add_authority_slashes_if_needed(); + delete_dash_dot(); + } + return true; + } + + bool succeeded = parse_host(host_view); + if (!succeeded) { + update_base_hostname(previous_host); + update_base_port(previous_port); + } else if (has_dash_dot()) { + // Should remove dash_dot from pathname + delete_dash_dot(); + } + return succeeded; + } + + size_t location = new_host.find_first_of("/\\?"); + if (location != std::string_view::npos) { + new_host.remove_suffix(new_host.length() - location); + } + + if (new_host.empty()) { + // Set url's host to the empty string. + clear_hostname(); + } else { + // Let host be the result of host parsing buffer with url is not special. + if (!parse_host(new_host)) { + update_base_hostname(previous_host); + update_base_port(previous_port); + return false; + } + + // If host is "localhost", then set host to the empty string. + if (helpers::substring(buffer, components.host_start, + components.host_end) == "localhost") { + clear_hostname(); + } + } + ADA_ASSERT_TRUE(validate()); + return true; +} + +bool url_aggregator::set_host(const std::string_view input) { + ada_log("url_aggregator::set_host '", input, "'"); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + return set_host_or_hostname(input); +} + +bool url_aggregator::set_hostname(const std::string_view input) { + ada_log("url_aggregator::set_hostname '", input, "'"); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + return set_host_or_hostname(input); +} + +[[nodiscard]] std::string url_aggregator::get_origin() const noexcept { + ada_log("url_aggregator::get_origin"); + if (is_special()) { + // Return a new opaque origin. + if (type == scheme::FILE) { + return "null"; + } + + return helpers::concat(get_protocol(), "//", get_host()); + } + + if (get_protocol() == "blob:") { + std::string_view path = get_pathname(); + if (!path.empty()) { + auto out = ada::parse(path); + if (out && (out->type == scheme::HTTP || out->type == scheme::HTTPS)) { + // If pathURL's scheme is not "http" and not "https", then return a + // new opaque origin. + return helpers::concat(out->get_protocol(), "//", out->get_host()); + } + } + } + + // Return a new opaque origin. + return "null"; +} + +[[nodiscard]] std::string_view url_aggregator::get_username() const noexcept + ada_lifetime_bound { + ada_log("url_aggregator::get_username"); + if (has_non_empty_username()) { + return helpers::substring(buffer, components.protocol_end + 2, + components.username_end); + } + return ""; +} + +[[nodiscard]] std::string_view url_aggregator::get_password() const noexcept + ada_lifetime_bound { + ada_log("url_aggregator::get_password"); + if (has_non_empty_password()) { + return helpers::substring(buffer, components.username_end + 1, + components.host_start); + } + return ""; +} + +[[nodiscard]] std::string_view url_aggregator::get_port() const noexcept + ada_lifetime_bound { + ada_log("url_aggregator::get_port"); + if (components.port == url_components::omitted) { + return ""; + } + return helpers::substring(buffer, components.host_end + 1, + components.pathname_start); +} + +[[nodiscard]] std::string_view url_aggregator::get_hash() const noexcept + ada_lifetime_bound { + ada_log("url_aggregator::get_hash"); + // If this's URL's fragment is either null or the empty string, then return + // the empty string. Return U+0023 (#), followed by this's URL's fragment. + if (components.hash_start == url_components::omitted) { + return ""; + } + if (buffer.size() - components.hash_start <= 1) { + return ""; + } + return helpers::substring(buffer, components.hash_start); +} + +[[nodiscard]] std::string_view url_aggregator::get_host() const noexcept + ada_lifetime_bound { + ada_log("url_aggregator::get_host"); + // Technically, we should check if there is a hostname, but + // the code below works even if there isn't. + // if(!has_hostname()) { return ""; } + size_t start = components.host_start; + if (components.host_end > components.host_start && + buffer[components.host_start] == '@') { + start++; + } + // if we have an empty host, then the space between components.host_end and + // components.pathname_start may be occupied by /. + if (start == components.host_end) { + return {}; + } + return helpers::substring(buffer, start, components.pathname_start); +} + +[[nodiscard]] std::string_view url_aggregator::get_hostname() const noexcept + ada_lifetime_bound { + ada_log("url_aggregator::get_hostname"); + // Technically, we should check if there is a hostname, but + // the code below works even if there isn't. + // if(!has_hostname()) { return ""; } + size_t start = components.host_start; + // So host_start is not where the host begins. + if (components.host_end > components.host_start && + buffer[components.host_start] == '@') { + start++; + } + return helpers::substring(buffer, start, components.host_end); +} + +[[nodiscard]] std::string_view url_aggregator::get_search() const noexcept + ada_lifetime_bound { + ada_log("url_aggregator::get_search"); + // If this's URL's query is either null or the empty string, then return the + // empty string. Return U+003F (?), followed by this's URL's query. + if (components.search_start == url_components::omitted) { + return ""; + } + auto ending_index = uint32_t(buffer.size()); + if (components.hash_start != url_components::omitted) { + ending_index = components.hash_start; + } + if (ending_index - components.search_start <= 1) { + return ""; + } + return helpers::substring(buffer, components.search_start, ending_index); +} + +[[nodiscard]] std::string_view url_aggregator::get_protocol() const noexcept + ada_lifetime_bound { + ada_log("url_aggregator::get_protocol"); + return helpers::substring(buffer, 0, components.protocol_end); +} + +[[nodiscard]] std::string ada::url_aggregator::to_string() const { + ada_log("url_aggregator::to_string buffer:", buffer, " [", buffer.size(), + " bytes]"); + if (!is_valid) { + return "null"; + } + + std::string answer; + auto back = std::back_insert_iterator(answer); + answer.append("{\n"); + + answer.append("\t\"buffer\":\""); + helpers::encode_json(buffer, back); + answer.append("\",\n"); + + answer.append("\t\"protocol\":\""); + helpers::encode_json(get_protocol(), back); + answer.append("\",\n"); + + if (has_credentials()) { + answer.append("\t\"username\":\""); + helpers::encode_json(get_username(), back); + answer.append("\",\n"); + answer.append("\t\"password\":\""); + helpers::encode_json(get_password(), back); + answer.append("\",\n"); + } + + answer.append("\t\"host\":\""); + helpers::encode_json(get_host(), back); + answer.append("\",\n"); + + answer.append("\t\"path\":\""); + helpers::encode_json(get_pathname(), back); + answer.append("\",\n"); + answer.append("\t\"opaque path\":"); + answer.append((has_opaque_path ? "true" : "false")); + answer.append(",\n"); + + if (components.search_start != url_components::omitted) { + answer.append("\t\"query\":\""); + helpers::encode_json(get_search(), back); + answer.append("\",\n"); + } + if (components.hash_start != url_components::omitted) { + answer.append("\t\"fragment\":\""); + helpers::encode_json(get_hash(), back); + answer.append("\",\n"); + } + + auto convert_offset_to_string = [](uint32_t offset) -> std::string { + if (offset == url_components::omitted) { + return "null"; + } else { + return std::to_string(offset); + } + }; + + answer.append("\t\"protocol_end\":"); + answer.append(convert_offset_to_string(components.protocol_end)); + answer.append(",\n"); + + answer.append("\t\"username_end\":"); + answer.append(convert_offset_to_string(components.username_end)); + answer.append(",\n"); + + answer.append("\t\"host_start\":"); + answer.append(convert_offset_to_string(components.host_start)); + answer.append(",\n"); + + answer.append("\t\"host_end\":"); + answer.append(convert_offset_to_string(components.host_end)); + answer.append(",\n"); + + answer.append("\t\"port\":"); + answer.append(convert_offset_to_string(components.port)); + answer.append(",\n"); + + answer.append("\t\"pathname_start\":"); + answer.append(convert_offset_to_string(components.pathname_start)); + answer.append(",\n"); + + answer.append("\t\"search_start\":"); + answer.append(convert_offset_to_string(components.search_start)); + answer.append(",\n"); + + answer.append("\t\"hash_start\":"); + answer.append(convert_offset_to_string(components.hash_start)); + answer.append("\n}"); + + return answer; +} + +[[nodiscard]] bool url_aggregator::has_valid_domain() const noexcept { + if (components.host_start == components.host_end) { + return false; + } + return checkers::verify_dns_length(get_hostname()); +} + +bool url_aggregator::parse_ipv4(std::string_view input, bool in_place) { + ada_log("parse_ipv4 ", input, " [", input.size(), + " bytes], overlaps with buffer: ", + helpers::overlaps(input, buffer) ? "yes" : "no"); + ADA_ASSERT_TRUE(validate()); + const bool trailing_dot = (input.back() == '.'); + if (trailing_dot) { + input.remove_suffix(1); + } + size_t digit_count{0}; + int pure_decimal_count = 0; // entries that are decimal + uint64_t ipv4{0}; + // we could unroll for better performance? + for (; (digit_count < 4) && !(input.empty()); digit_count++) { + uint32_t + segment_result{}; // If any number exceeds 32 bits, we have an error. + bool is_hex = checkers::has_hex_prefix(input); + if (is_hex && ((input.length() == 2) || + ((input.length() > 2) && (input[2] == '.')))) { + // special case + segment_result = 0; + input.remove_prefix(2); + } else { + std::from_chars_result r{}; + if (is_hex) { + ada_log("parse_ipv4 trying to parse hex number"); + r = std::from_chars(input.data() + 2, input.data() + input.size(), + segment_result, 16); + } else if ((input.length() >= 2) && input[0] == '0' && + checkers::is_digit(input[1])) { + ada_log("parse_ipv4 trying to parse octal number"); + r = std::from_chars(input.data() + 1, input.data() + input.size(), + segment_result, 8); + } else { + ada_log("parse_ipv4 trying to parse decimal number"); + pure_decimal_count++; + r = std::from_chars(input.data(), input.data() + input.size(), + segment_result, 10); + } + if (r.ec != std::errc()) { + ada_log("parse_ipv4 parsing failed"); + return is_valid = false; + } + ada_log("parse_ipv4 parsed ", segment_result); + input.remove_prefix(r.ptr - input.data()); + } + if (input.empty()) { + // We have the last value. + // At this stage, ipv4 contains digit_count*8 bits. + // So we have 32-digit_count*8 bits left. + if (segment_result >= (uint64_t(1) << (32 - digit_count * 8))) { + return is_valid = false; + } + ipv4 <<= (32 - digit_count * 8); + ipv4 |= segment_result; + goto final; + } else { + // There is more, so that the value must no be larger than 255 + // and we must have a '.'. + if ((segment_result > 255) || (input[0] != '.')) { + return is_valid = false; + } + ipv4 <<= 8; + ipv4 |= segment_result; + input.remove_prefix(1); // remove '.' + } + } + if ((digit_count != 4) || (!input.empty())) { + ada_log("parse_ipv4 found invalid (more than 4 numbers or empty) "); + return is_valid = false; + } +final: + ada_log("url_aggregator::parse_ipv4 completed ", get_href(), + " host: ", get_host()); + + // We could also check r.ptr to see where the parsing ended. + if (in_place && pure_decimal_count == 4 && !trailing_dot) { + ada_log( + "url_aggregator::parse_ipv4 completed and was already correct in the " + "buffer"); + // The original input was already all decimal and we validated it. So we + // don't need to do anything. + } else { + ada_log("url_aggregator::parse_ipv4 completed and we need to update it"); + // Optimization opportunity: Get rid of unnecessary string return in ipv4 + // serializer. + // TODO: This is likely a bug because it goes back update_base_hostname, not + // what we want to do. + update_base_hostname( + ada::serializers::ipv4(ipv4)); // We have to reserialize the address. + } + host_type = IPV4; + ADA_ASSERT_TRUE(validate()); + return true; +} + +bool url_aggregator::parse_ipv6(std::string_view input) { + // TODO: Implement in_place optimization: we know that input points + // in the buffer, so we can just check whether the buffer is already + // well formatted. + // TODO: Find a way to merge parse_ipv6 with url.cpp implementation. + ada_log("parse_ipv6 ", input, " [", input.size(), " bytes]"); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (input.empty()) { + return is_valid = false; + } + // Let address be a new IPv6 address whose IPv6 pieces are all 0. + std::array address{}; + + // Let pieceIndex be 0. + int piece_index = 0; + + // Let compress be null. + std::optional compress{}; + + // Let pointer be a pointer for input. + std::string_view::iterator pointer = input.begin(); + + // If c is U+003A (:), then: + if (input[0] == ':') { + // If remaining does not start with U+003A (:), validation error, return + // failure. + if (input.size() == 1 || input[1] != ':') { + ada_log("parse_ipv6 starts with : but the rest does not start with :"); + return is_valid = false; + } + + // Increase pointer by 2. + pointer += 2; + + // Increase pieceIndex by 1 and then set compress to pieceIndex. + compress = ++piece_index; + } + + // While c is not the EOF code point: + while (pointer != input.end()) { + // If pieceIndex is 8, validation error, return failure. + if (piece_index == 8) { + ada_log("parse_ipv6 piece_index == 8"); + return is_valid = false; + } + + // If c is U+003A (:), then: + if (*pointer == ':') { + // If compress is non-null, validation error, return failure. + if (compress.has_value()) { + ada_log("parse_ipv6 compress is non-null"); + return is_valid = false; + } + + // Increase pointer and pieceIndex by 1, set compress to pieceIndex, and + // then continue. + pointer++; + compress = ++piece_index; + continue; + } + + // Let value and length be 0. + uint16_t value = 0, length = 0; + + // While length is less than 4 and c is an ASCII hex digit, + // set value to value times 0x10 + c interpreted as hexadecimal number, and + // increase pointer and length by 1. + while (length < 4 && pointer != input.end() && + unicode::is_ascii_hex_digit(*pointer)) { + // https://stackoverflow.com/questions/39060852/why-does-the-addition-of-two-shorts-return-an-int + value = uint16_t(value * 0x10 + unicode::convert_hex_to_binary(*pointer)); + pointer++; + length++; + } + + // If c is U+002E (.), then: + if (pointer != input.end() && *pointer == '.') { + // If length is 0, validation error, return failure. + if (length == 0) { + ada_log("parse_ipv6 length is 0"); + return is_valid = false; + } + + // Decrease pointer by length. + pointer -= length; + + // If pieceIndex is greater than 6, validation error, return failure. + if (piece_index > 6) { + ada_log("parse_ipv6 piece_index > 6"); + return is_valid = false; + } + + // Let numbersSeen be 0. + int numbers_seen = 0; + + // While c is not the EOF code point: + while (pointer != input.end()) { + // Let ipv4Piece be null. + std::optional ipv4_piece{}; + + // If numbersSeen is greater than 0, then: + if (numbers_seen > 0) { + // If c is a U+002E (.) and numbersSeen is less than 4, then increase + // pointer by 1. + if (*pointer == '.' && numbers_seen < 4) { + pointer++; + } else { + // Otherwise, validation error, return failure. + ada_log("parse_ipv6 Otherwise, validation error, return failure"); + return is_valid = false; + } + } + + // If c is not an ASCII digit, validation error, return failure. + if (pointer == input.end() || !checkers::is_digit(*pointer)) { + ada_log( + "parse_ipv6 If c is not an ASCII digit, validation error, return " + "failure"); + return is_valid = false; + } + + // While c is an ASCII digit: + while (pointer != input.end() && checkers::is_digit(*pointer)) { + // Let number be c interpreted as decimal number. + int number = *pointer - '0'; + + // If ipv4Piece is null, then set ipv4Piece to number. + if (!ipv4_piece.has_value()) { + ipv4_piece = number; + } + // Otherwise, if ipv4Piece is 0, validation error, return failure. + else if (ipv4_piece == 0) { + ada_log("parse_ipv6 if ipv4Piece is 0, validation error"); + return is_valid = false; + } + // Otherwise, set ipv4Piece to ipv4Piece times 10 + number. + else { + ipv4_piece = *ipv4_piece * 10 + number; + } + + // If ipv4Piece is greater than 255, validation error, return failure. + if (ipv4_piece > 255) { + ada_log("parse_ipv6 ipv4_piece > 255"); + return is_valid = false; + } + + // Increase pointer by 1. + pointer++; + } + + // Set address[pieceIndex] to address[pieceIndex] times 0x100 + + // ipv4Piece. + // https://stackoverflow.com/questions/39060852/why-does-the-addition-of-two-shorts-return-an-int + address[piece_index] = + uint16_t(address[piece_index] * 0x100 + *ipv4_piece); + + // Increase numbersSeen by 1. + numbers_seen++; + + // If numbersSeen is 2 or 4, then increase pieceIndex by 1. + if (numbers_seen == 2 || numbers_seen == 4) { + piece_index++; + } + } + + // If numbersSeen is not 4, validation error, return failure. + if (numbers_seen != 4) { + return is_valid = false; + } + + // Break. + break; + } + // Otherwise, if c is U+003A (:): + else if ((pointer != input.end()) && (*pointer == ':')) { + // Increase pointer by 1. + pointer++; + + // If c is the EOF code point, validation error, return failure. + if (pointer == input.end()) { + ada_log( + "parse_ipv6 If c is the EOF code point, validation error, return " + "failure"); + return is_valid = false; + } + } + // Otherwise, if c is not the EOF code point, validation error, return + // failure. + else if (pointer != input.end()) { + ada_log( + "parse_ipv6 Otherwise, if c is not the EOF code point, validation " + "error, return failure"); + return is_valid = false; + } + + // Set address[pieceIndex] to value. + address[piece_index] = value; + + // Increase pieceIndex by 1. + piece_index++; + } + + // If compress is non-null, then: + if (compress.has_value()) { + // Let swaps be pieceIndex - compress. + int swaps = piece_index - *compress; + + // Set pieceIndex to 7. + piece_index = 7; + + // While pieceIndex is not 0 and swaps is greater than 0, + // swap address[pieceIndex] with address[compress + swaps - 1], and then + // decrease both pieceIndex and swaps by 1. + while (piece_index != 0 && swaps > 0) { + std::swap(address[piece_index], address[*compress + swaps - 1]); + piece_index--; + swaps--; + } + } + // Otherwise, if compress is null and pieceIndex is not 8, validation error, + // return failure. + else if (piece_index != 8) { + ada_log( + "parse_ipv6 if compress is null and pieceIndex is not 8, validation " + "error, return failure"); + return is_valid = false; + } + // TODO: Optimization opportunity: Get rid of unnecessary string creation. + // TODO: This is likely a bug because it goes back update_base_hostname, not + // what we want to do. + update_base_hostname(ada::serializers::ipv6(address)); + ada_log("parse_ipv6 ", get_hostname()); + ADA_ASSERT_TRUE(validate()); + host_type = IPV6; + return true; +} + +bool url_aggregator::parse_opaque_host(std::string_view input) { + ada_log("parse_opaque_host ", input, " [", input.size(), " bytes]"); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (std::any_of(input.begin(), input.end(), + ada::unicode::is_forbidden_host_code_point)) { + return is_valid = false; + } + + // Return the result of running UTF-8 percent-encode on input using the C0 + // control percent-encode set. + size_t idx = ada::unicode::percent_encode_index( + input, character_sets::C0_CONTROL_PERCENT_ENCODE); + if (idx == input.size()) { + update_base_hostname(input); + } else { + // We only create a temporary string if we need to. + update_base_hostname(ada::unicode::percent_encode( + input, character_sets::C0_CONTROL_PERCENT_ENCODE, idx)); + } + ADA_ASSERT_TRUE(validate()); + return true; +} + +[[nodiscard]] std::string url_aggregator::to_diagram() const { + if (!is_valid) { + return "invalid"; + } + std::string answer; + answer.append(buffer); + answer.append(" ["); + answer.append(std::to_string(buffer.size())); + answer.append(" bytes]"); + answer.append("\n"); + // first line + std::string line1; + line1.resize(buffer.size(), ' '); + if (components.hash_start != url_components::omitted) { + line1[components.hash_start] = '|'; + } + if (components.search_start != url_components::omitted) { + line1[components.search_start] = '|'; + } + if (components.pathname_start != buffer.size()) { + line1[components.pathname_start] = '|'; + } + if (components.host_end != buffer.size()) { + line1[components.host_end] = '|'; + } + if (components.host_start != buffer.size()) { + line1[components.host_start] = '|'; + } + if (components.username_end != buffer.size()) { + line1[components.username_end] = '|'; + } + if (components.protocol_end != buffer.size()) { + line1[components.protocol_end] = '|'; + } + answer.append(line1); + answer.append("\n"); + + std::string line2 = line1; + if (components.hash_start != url_components::omitted) { + line2[components.hash_start] = '`'; + line1[components.hash_start] = ' '; + + for (size_t i = components.hash_start + 1; i < line2.size(); i++) { + line2[i] = '-'; + } + line2.append(" hash_start"); + answer.append(line2); + answer.append("\n"); + } + + std::string line3 = line1; + if (components.search_start != url_components::omitted) { + line3[components.search_start] = '`'; + line1[components.search_start] = ' '; + + for (size_t i = components.search_start + 1; i < line3.size(); i++) { + line3[i] = '-'; + } + line3.append(" search_start "); + line3.append(std::to_string(components.search_start)); + answer.append(line3); + answer.append("\n"); + } + + std::string line4 = line1; + if (components.pathname_start != buffer.size()) { + line4[components.pathname_start] = '`'; + line1[components.pathname_start] = ' '; + for (size_t i = components.pathname_start + 1; i < line4.size(); i++) { + line4[i] = '-'; + } + line4.append(" pathname_start "); + line4.append(std::to_string(components.pathname_start)); + answer.append(line4); + answer.append("\n"); + } + + std::string line5 = line1; + if (components.host_end != buffer.size()) { + line5[components.host_end] = '`'; + line1[components.host_end] = ' '; + + for (size_t i = components.host_end + 1; i < line5.size(); i++) { + line5[i] = '-'; + } + line5.append(" host_end "); + line5.append(std::to_string(components.host_end)); + answer.append(line5); + answer.append("\n"); + } + + std::string line6 = line1; + if (components.host_start != buffer.size()) { + line6[components.host_start] = '`'; + line1[components.host_start] = ' '; + + for (size_t i = components.host_start + 1; i < line6.size(); i++) { + line6[i] = '-'; + } + line6.append(" host_start "); + line6.append(std::to_string(components.host_start)); + answer.append(line6); + answer.append("\n"); + } + + std::string line7 = line1; + if (components.username_end != buffer.size()) { + line7[components.username_end] = '`'; + line1[components.username_end] = ' '; + + for (size_t i = components.username_end + 1; i < line7.size(); i++) { + line7[i] = '-'; + } + line7.append(" username_end "); + line7.append(std::to_string(components.username_end)); + answer.append(line7); + answer.append("\n"); + } + + std::string line8 = line1; + if (components.protocol_end != buffer.size()) { + line8[components.protocol_end] = '`'; + line1[components.protocol_end] = ' '; + + for (size_t i = components.protocol_end + 1; i < line8.size(); i++) { + line8[i] = '-'; + } + line8.append(" protocol_end "); + line8.append(std::to_string(components.protocol_end)); + answer.append(line8); + answer.append("\n"); + } + + if (components.hash_start == url_components::omitted) { + answer.append("note: hash omitted\n"); + } + if (components.search_start == url_components::omitted) { + answer.append("note: search omitted\n"); + } + if (components.protocol_end > buffer.size()) { + answer.append("warning: protocol_end overflows\n"); + } + if (components.username_end > buffer.size()) { + answer.append("warning: username_end overflows\n"); + } + if (components.host_start > buffer.size()) { + answer.append("warning: host_start overflows\n"); + } + if (components.host_end > buffer.size()) { + answer.append("warning: host_end overflows\n"); + } + if (components.pathname_start > buffer.size()) { + answer.append("warning: pathname_start overflows\n"); + } + return answer; +} + +void url_aggregator::delete_dash_dot() { + ada_log("url_aggregator::delete_dash_dot"); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(has_dash_dot()); + buffer.erase(components.host_end, 2); + components.pathname_start -= 2; + if (components.search_start != url_components::omitted) { + components.search_start -= 2; + } + if (components.hash_start != url_components::omitted) { + components.hash_start -= 2; + } + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!has_dash_dot()); +} + +inline void url_aggregator::consume_prepared_path(std::string_view input) { + ada_log("url_aggregator::consume_prepared_path ", input); + /*** + * This is largely duplicated code from helpers::parse_prepared_path, which is + * unfortunate. This particular function is nearly identical, except that it + * is a method on url_aggregator. The idea is that the trivial path (which is + * very common) merely appends to the buffer. This is the same trivial path as + * with helpers::parse_prepared_path, except that we have the additional check + * for is_at_path(). Otherwise, we grab a copy of the current path and we + * modify it, and then insert it back into the buffer. + */ + uint8_t accumulator = checkers::path_signature(input); + // Let us first detect a trivial case. + // If it is special, we check that we have no dot, no %, no \ and no + // character needing percent encoding. Otherwise, we check that we have no %, + // no dot, and no character needing percent encoding. + constexpr uint8_t need_encoding = 1; + constexpr uint8_t backslash_char = 2; + constexpr uint8_t dot_char = 4; + constexpr uint8_t percent_char = 8; + bool special = type != ada::scheme::NOT_SPECIAL; + bool may_need_slow_file_handling = (type == ada::scheme::type::FILE && + checkers::is_windows_drive_letter(input)); + bool trivial_path = + (special ? (accumulator == 0) + : ((accumulator & (need_encoding | dot_char | percent_char)) == + 0)) && + (!may_need_slow_file_handling); + if (accumulator == dot_char && !may_need_slow_file_handling) { + // '4' means that we have at least one dot, but nothing that requires + // percent encoding or decoding. The only part that is not trivial is + // that we may have single dots and double dots path segments. + // If we have such segments, then we either have a path that begins + // with '.' (easy to check), or we have the sequence './'. + // Note: input cannot be empty, it must at least contain one character ('.') + // Note: we know that '\' is not present. + if (input[0] != '.') { + size_t slashdot = input.find("/."); + if (slashdot == std::string_view::npos) { // common case + trivial_path = true; + } else { // uncommon + // only three cases matter: /./, /.. or a final / + trivial_path = + !(slashdot + 2 == input.size() || input[slashdot + 2] == '.' || + input[slashdot + 2] == '/'); + } + } + } + if (trivial_path && is_at_path()) { + ada_log("parse_path trivial"); + buffer += '/'; + buffer += input; + return; + } + std::string path = std::string(get_pathname()); + // We are going to need to look a bit at the path, but let us see if we can + // ignore percent encoding *and* backslashes *and* percent characters. + // Except for the trivial case, this is likely to capture 99% of paths out + // there. + bool fast_path = + (special && + (accumulator & (need_encoding | backslash_char | percent_char)) == 0) && + (type != ada::scheme::type::FILE); + if (fast_path) { + ada_log("parse_prepared_path fast"); + // Here we don't need to worry about \ or percent encoding. + // We also do not have a file protocol. We might have dots, however, + // but dots must as appear as '.', and they cannot be encoded because + // the symbol '%' is not present. + size_t previous_location = 0; // We start at 0. + do { + size_t new_location = input.find('/', previous_location); + // std::string_view path_view = input; + // We process the last segment separately: + if (new_location == std::string_view::npos) { + std::string_view path_view = input.substr(previous_location); + if (path_view == "..") { // The path ends with .. + // e.g., if you receive ".." with an empty path, you go to "/". + if (path.empty()) { + path = '/'; + update_base_pathname(path); + return; + } + // Fast case where we have nothing to do: + if (path.back() == '/') { + update_base_pathname(path); + return; + } + // If you have the path "/joe/myfriend", + // then you delete 'myfriend'. + path.resize(path.rfind('/') + 1); + update_base_pathname(path); + return; + } + path += '/'; + if (path_view != ".") { + path.append(path_view); + } + update_base_pathname(path); + return; + } else { + // This is a non-final segment. + std::string_view path_view = + input.substr(previous_location, new_location - previous_location); + previous_location = new_location + 1; + if (path_view == "..") { + size_t last_delimiter = path.rfind('/'); + if (last_delimiter != std::string::npos) { + path.erase(last_delimiter); + } + } else if (path_view != ".") { + path += '/'; + path.append(path_view); + } + } + } while (true); + } else { + ada_log("parse_path slow"); + // we have reached the general case + bool needs_percent_encoding = (accumulator & 1); + std::string path_buffer_tmp; + do { + size_t location = (special && (accumulator & 2)) + ? input.find_first_of("/\\") + : input.find('/'); + std::string_view path_view = input; + if (location != std::string_view::npos) { + path_view.remove_suffix(path_view.size() - location); + input.remove_prefix(location + 1); + } + // path_buffer is either path_view or it might point at a percent encoded + // temporary string. + std::string_view path_buffer = + (needs_percent_encoding && + ada::unicode::percent_encode( + path_view, character_sets::PATH_PERCENT_ENCODE, path_buffer_tmp)) + ? path_buffer_tmp + : path_view; + if (unicode::is_double_dot_path_segment(path_buffer)) { + if ((helpers::shorten_path(path, type) || special) && + location == std::string_view::npos) { + path += '/'; + } + } else if (unicode::is_single_dot_path_segment(path_buffer) && + (location == std::string_view::npos)) { + path += '/'; + } + // Otherwise, if path_buffer is not a single-dot path segment, then: + else if (!unicode::is_single_dot_path_segment(path_buffer)) { + // If url's scheme is "file", url's path is empty, and path_buffer is a + // Windows drive letter, then replace the second code point in + // path_buffer with U+003A (:). + if (type == ada::scheme::type::FILE && path.empty() && + checkers::is_windows_drive_letter(path_buffer)) { + path += '/'; + path += path_buffer[0]; + path += ':'; + path_buffer.remove_prefix(2); + path.append(path_buffer); + } else { + // Append path_buffer to url's path. + path += '/'; + path.append(path_buffer); + } + } + if (location == std::string_view::npos) { + update_base_pathname(path); + return; + } + } while (true); + } +} +} // namespace ada +/* end file src/url_aggregator.cpp */ +/* begin file src/url_pattern.cpp */ + +#include +#include +#include + +namespace ada { + +tl::expected url_pattern_init::process( + url_pattern_init init, std::string_view type, + std::optional protocol, + std::optional username, + std::optional password, + std::optional hostname, + std::optional port, + std::optional pathname, + std::optional search, + std::optional hash) { + // Let result be the result of creating a new URLPatternInit. + auto result = url_pattern_init{}; + + // If protocol is not null, set result["protocol"] to protocol. + if (protocol.has_value()) result.protocol = *protocol; + + // If username is not null, set result["username"] to username. + if (username.has_value()) result.username = *username; + + // If password is not null, set result["password"] to password. + if (password.has_value()) result.password = *password; + + // If hostname is not null, set result["hostname"] to hostname. + if (hostname.has_value()) result.hostname = *hostname; + + // If port is not null, set result["port"] to port. + if (port.has_value()) result.port = *port; + + // If pathname is not null, set result["pathname"] to pathname. + if (pathname.has_value()) result.pathname = *pathname; + + // If search is not null, set result["search"] to search. + if (search.has_value()) result.search = *search; + + // If hash is not null, set result["hash"] to hash. + if (hash.has_value()) result.hash = *hash; + + // Let baseURL be null. + std::optional base_url{}; + + // If init["baseURL"] exists: + if (init.base_url.has_value()) { + // Set baseURL to the result of parsing init["baseURL"]. + auto parsing_result = ada::parse(*init.base_url); + // If baseURL is failure, then throw a TypeError. + if (!parsing_result) { + return tl::unexpected(errors::type_error); + } + base_url = std::move(*parsing_result); + + // If init["protocol"] does not exist, then set result["protocol"] to the + // result of processing a base URL string given baseURL’s scheme and type. + if (!init.protocol.has_value()) { + ADA_ASSERT_TRUE(base_url.has_value()); + std::string_view base_url_protocol = base_url->get_protocol(); + if (base_url_protocol.ends_with(":")) base_url_protocol.remove_suffix(1); + result.protocol = + url_pattern_helpers::process_base_url_string(base_url_protocol, type); + } + + // If type is not "pattern" and init contains none of "protocol", + // "hostname", "port" and "username", then set result["username"] to the + // result of processing a base URL string given baseURL’s username and type. + if (type != "pattern" && !init.protocol && !init.hostname && !init.port && + !init.username) { + result.username = url_pattern_helpers::process_base_url_string( + base_url->get_username(), type); + } + + // TODO: Optimization opportunity: Merge this with the previous check. + // If type is not "pattern" and init contains none of "protocol", + // "hostname", "port", "username" and "password", then set + // result["password"] to the result of processing a base URL string given + // baseURL’s password and type. + if (type != "pattern" && !init.protocol && !init.hostname && !init.port && + !init.username && !init.password) { + result.password = url_pattern_helpers::process_base_url_string( + base_url->get_password(), type); + } + + // If init contains neither "protocol" nor "hostname", then: + if (!init.protocol && !init.hostname) { + // Let baseHost be baseURL’s host. + // If baseHost is null, then set baseHost to the empty string. + auto base_host = base_url->get_hostname(); + // Set result["hostname"] to the result of processing a base URL string + // given baseHost and type. + result.hostname = + url_pattern_helpers::process_base_url_string(base_host, type); + } + + // If init contains none of "protocol", "hostname", and "port", then: + if (!init.protocol && !init.hostname && !init.port) { + // If baseURL’s port is null, then set result["port"] to the empty string. + // Otherwise, set result["port"] to baseURL’s port, serialized. + result.port = base_url->get_port(); + } + + // If init contains none of "protocol", "hostname", "port", and "pathname", + // then set result["pathname"] to the result of processing a base URL string + // given the result of URL path serializing baseURL and type. + if (!init.protocol && !init.hostname && !init.port && !init.pathname) { + result.pathname = url_pattern_helpers::process_base_url_string( + base_url->get_pathname(), type); + } + + // If init contains none of "protocol", "hostname", "port", "pathname", and + // "search", then: + if (!init.protocol && !init.hostname && !init.port && !init.pathname && + !init.search) { + // Let baseQuery be baseURL’s query. + // Set result["search"] to the result of processing a base URL string + // given baseQuery and type. + result.search = url_pattern_helpers::process_base_url_string( + base_url->get_search(), type); + } + + // If init contains none of "protocol", "hostname", "port", "pathname", + // "search", and "hash", then: + if (!init.protocol && !init.hostname && !init.port && !init.pathname && + !init.search && !init.hash) { + // Let baseFragment be baseURL’s fragment. + // Set result["hash"] to the result of processing a base URL string given + // baseFragment and type. + result.hash = url_pattern_helpers::process_base_url_string( + base_url->get_hash(), type); + } + } + + // If init["protocol"] exists, then set result["protocol"] to the result of + // process protocol for init given init["protocol"] and type. + if (init.protocol) { + auto process_result = process_protocol(*init.protocol, type); + if (!process_result) { + return tl::unexpected(process_result.error()); + } + result.protocol = std::move(*process_result); + } + + // If init["username"] exists, then set result["username"] to the result of + // process username for init given init["username"] and type. + if (init.username.has_value()) { + auto process_result = process_username(*init.username, type); + if (!process_result) { + return tl::unexpected(process_result.error()); + } + result.username = std::move(*process_result); + } + + // If init["password"] exists, then set result["password"] to the result of + // process password for init given init["password"] and type. + if (init.password.has_value()) { + auto process_result = process_password(*init.password, type); + if (!process_result) { + return tl::unexpected(process_result.error()); + } + result.password = std::move(*process_result); + } + + // If init["hostname"] exists, then set result["hostname"] to the result of + // process hostname for init given init["hostname"] and type. + if (init.hostname.has_value()) { + auto process_result = process_hostname(*init.hostname, type); + if (!process_result) { + return tl::unexpected(process_result.error()); + } + result.hostname = std::move(*process_result); + } + + // If init["port"] exists, then set result["port"] to the result of process + // port for init given init["port"], result["protocol"], and type. + if (init.port) { + auto process_result = + process_port(*init.port, result.protocol.value_or("fake"), type); + if (!process_result) { + return tl::unexpected(process_result.error()); + } + result.port = std::move(*process_result); + } + + // If init["pathname"] exists: + if (init.pathname.has_value()) { + // Set result["pathname"] to init["pathname"]. + result.pathname = init.pathname; + + // If the following are all true: + // - baseURL is not null; + // - baseURL has an opaque path; and + // - the result of running is an absolute pathname given result["pathname"] + // and type is false, + if (base_url && !base_url->has_opaque_path && + !url_pattern_helpers::is_absolute_pathname(*result.pathname, type)) { + // Let baseURLPath be the result of running process a base URL string + // given the result of URL path serializing baseURL and type. + std::string base_url_path = url_pattern_helpers::process_base_url_string( + base_url->get_pathname(), type); + + // Let slash index be the index of the last U+002F (/) code point found in + // baseURLPath, interpreted as a sequence of code points, or null if there + // are no instances of the code point. + auto slash_index = base_url_path.find_last_of('/'); + + // If slash index is not null: + if (slash_index != std::string::npos) { + // Let new pathname be the code point substring from 0 to slash index + + // 1 within baseURLPath. + std::string new_pathname = base_url_path.substr(0, slash_index + 1); + // Append result["pathname"] to the end of new pathname. + ADA_ASSERT_TRUE(result.pathname.has_value()); + new_pathname.append(result.pathname.value()); + // Set result["pathname"] to new pathname. + result.pathname = std::move(new_pathname); + } + } + + // Set result["pathname"] to the result of process pathname for init given + // result["pathname"], result["protocol"], and type. + auto pathname_processing_result = + process_pathname(*result.pathname, result.protocol.value_or(""), type); + if (!pathname_processing_result) { + return tl::unexpected(pathname_processing_result.error()); + } + result.pathname = std::move(*pathname_processing_result); + } + + // If init["search"] exists then set result["search"] to the result of process + // search for init given init["search"] and type. + if (init.search) { + auto process_result = process_search(*init.search, type); + if (!process_result) { + return tl::unexpected(process_result.error()); + } + result.search = std::move(*process_result); + } + + // If init["hash"] exists then set result["hash"] to the result of process + // hash for init given init["hash"] and type. + if (init.hash) { + auto process_result = process_hash(*init.hash, type); + if (!process_result) { + return tl::unexpected(process_result.error()); + } + result.hash = std::move(*process_result); + } + // Return result. + return result; +} + +tl::expected url_pattern_init::process_protocol( + std::string_view value, std::string_view type) { + ada_log("process_protocol=", value, " [", type, "]"); + // Let strippedValue be the given value with a single trailing U+003A (:) + // removed, if any. + if (value.ends_with(":")) { + value.remove_suffix(1); + } + // If type is "pattern" then return strippedValue. + if (type == "pattern") { + return std::string(value); + } + // Return the result of running canonicalize a protocol given strippedValue. + return url_pattern_helpers::canonicalize_protocol(value); +} + +tl::expected url_pattern_init::process_username( + std::string_view value, std::string_view type) { + // If type is "pattern" then return value. + if (type == "pattern") { + return std::string(value); + } + // Return the result of running canonicalize a username given value. + return url_pattern_helpers::canonicalize_username(value); +} + +tl::expected url_pattern_init::process_password( + std::string_view value, std::string_view type) { + // If type is "pattern" then return value. + if (type == "pattern") { + return std::string(value); + } + // Return the result of running canonicalize a password given value. + return url_pattern_helpers::canonicalize_password(value); +} + +tl::expected url_pattern_init::process_hostname( + std::string_view value, std::string_view type) { + ada_log("process_hostname value=", value, " type=", type); + // If type is "pattern" then return value. + if (type == "pattern") { + return std::string(value); + } + // Return the result of running canonicalize a hostname given value. + return url_pattern_helpers::canonicalize_hostname(value); +} + +tl::expected url_pattern_init::process_port( + std::string_view port, std::string_view protocol, std::string_view type) { + // If type is "pattern" then return portValue. + if (type == "pattern") { + return std::string(port); + } + // Return the result of running canonicalize a port given portValue and + // protocolValue. + return url_pattern_helpers::canonicalize_port_with_protocol(port, protocol); +} + +tl::expected url_pattern_init::process_pathname( + std::string_view value, std::string_view protocol, std::string_view type) { + // If type is "pattern" then return pathnameValue. + if (type == "pattern") { + return std::string(value); + } + + // If protocolValue is a special scheme or the empty string, then return the + // result of running canonicalize a pathname given pathnameValue. + if (protocol.empty() || scheme::is_special(protocol)) { + return url_pattern_helpers::canonicalize_pathname(value); + } + + // Return the result of running canonicalize an opaque pathname given + // pathnameValue. + return url_pattern_helpers::canonicalize_opaque_pathname(value); +} + +tl::expected url_pattern_init::process_search( + std::string_view value, std::string_view type) { + // Let strippedValue be the given value with a single leading U+003F (?) + // removed, if any. + if (value.starts_with("?")) { + value.remove_prefix(1); + } + ADA_ASSERT_TRUE(!value.starts_with("?")); + // If type is "pattern" then return strippedValue. + if (type == "pattern") { + return std::string(value); + } + // Return the result of running canonicalize a search given strippedValue. + return url_pattern_helpers::canonicalize_search(value); +} + +tl::expected url_pattern_init::process_hash( + std::string_view value, std::string_view type) { + // Let strippedValue be the given value with a single leading U+0023 (#) + // removed, if any. + if (value.starts_with("#")) { + value.remove_prefix(1); + } + ADA_ASSERT_TRUE(!value.starts_with("#")); + // If type is "pattern" then return strippedValue. + if (type == "pattern") { + return std::string(value); + } + // Return the result of running canonicalize a hash given strippedValue. + return url_pattern_helpers::canonicalize_hash(value); +} + +} // namespace ada +/* end file src/url_pattern.cpp */ +/* begin file src/url_pattern_helpers.cpp */ + +#include +#include +#include + +namespace ada::url_pattern_helpers { + +std::tuple> +generate_regular_expression_and_name_list( + const std::vector& part_list, + url_pattern_compile_component_options options) { + // Let result be "^" + std::string result = "^"; + + // Let name list be a new list + std::vector name_list{}; + const std::string full_wildcard_regexp_value = ".*"; + + // For each part of part list: + for (const url_pattern_part& part : part_list) { + // If part's type is "fixed-text": + if (part.type == url_pattern_part_type::FIXED_TEXT) { + // If part's modifier is "none" + if (part.modifier == url_pattern_part_modifier::none) { + // Append the result of running escape a regexp string given part's + // value + result += escape_regexp_string(part.value); + } else { + // A "fixed-text" part with a modifier uses a non capturing group + // (?:) + // Append "(?:" to the end of result. + result.append("(?:"); + // Append the result of running escape a regexp string given part’s + // value to the end of result. + result.append(escape_regexp_string(part.value)); + // Append ")" to the end of result. + result.append(")"); + // Append the result of running convert a modifier to a string given + // part’s modifier to the end of result. + result.append(convert_modifier_to_string(part.modifier)); + } + continue; + } + + // Assert: part's name is not the empty string + ADA_ASSERT_TRUE(!part.name.empty()); + + // Append part's name to name list + name_list.push_back(part.name); + + // Let regexp value be part's value + std::string regexp_value = part.value; + + // If part's type is "segment-wildcard" + if (part.type == url_pattern_part_type::SEGMENT_WILDCARD) { + // then set regexp value to the result of running generate a segment + // wildcard regexp given options. + regexp_value = generate_segment_wildcard_regexp(options); + } + // Otherwise if part's type is "full-wildcard" + else if (part.type == url_pattern_part_type::FULL_WILDCARD) { + // then set regexp value to full wildcard regexp value. + regexp_value = full_wildcard_regexp_value; + } + + // If part's prefix is the empty string and part's suffix is the empty + // string + if (part.prefix.empty() && part.suffix.empty()) { + // If part's modifier is "none" or "optional" + if (part.modifier == url_pattern_part_modifier::none || + part.modifier == url_pattern_part_modifier::optional) { + // () + result += "(" + regexp_value + ")" + + convert_modifier_to_string(part.modifier); + } else { + // ((?:)) + result += "((?:" + regexp_value + ")" + + convert_modifier_to_string(part.modifier) + ")"; + } + continue; + } + + // If part's modifier is "none" or "optional" + if (part.modifier == url_pattern_part_modifier::none || + part.modifier == url_pattern_part_modifier::optional) { + // (?:()) + result += "(?:" + escape_regexp_string(part.prefix) + "(" + regexp_value + + ")" + escape_regexp_string(part.suffix) + ")" + + convert_modifier_to_string(part.modifier); + continue; + } + + // Assert: part's modifier is "zero-or-more" or "one-or-more" + ADA_ASSERT_TRUE(part.modifier == url_pattern_part_modifier::zero_or_more || + part.modifier == url_pattern_part_modifier::one_or_more); + + // Assert: part's prefix is not the empty string or part's suffix is not the + // empty string + ADA_ASSERT_TRUE(!part.prefix.empty() || !part.suffix.empty()); + + // (?:((?:)(?:(?:))*))? + // Append "(?:" to the end of result. + result.append("(?:"); + // Append the result of running escape a regexp string given part’s prefix + // to the end of result. + result.append(escape_regexp_string(part.prefix)); + // Append "((?:" to the end of result. + result.append("((?:"); + // Append regexp value to the end of result. + result.append(regexp_value); + // Append ")(?:" to the end of result. + result.append(")(?:"); + // Append the result of running escape a regexp string given part’s suffix + // to the end of result. + result.append(escape_regexp_string(part.suffix)); + // Append the result of running escape a regexp string given part’s prefix + // to the end of result. + result.append(escape_regexp_string(part.prefix)); + // Append "(?:" to the end of result. + result.append("(?:"); + // Append regexp value to the end of result. + result.append(regexp_value); + // Append "))*)" to the end of result. + result.append("))*)"); + // Append the result of running escape a regexp string given part’s suffix + // to the end of result. + result.append(escape_regexp_string(part.suffix)); + // Append ")" to the end of result. + result.append(")"); + + // If part's modifier is "zero-or-more" then append "?" to the end of result + if (part.modifier == url_pattern_part_modifier::zero_or_more) { + result += "?"; + } + } + + // Append "$" to the end of result + result += "$"; + + // Return (result, name list) + return {result, name_list}; +} + +bool is_ipv6_address(std::string_view input) noexcept { + // If input’s code point length is less than 2, then return false. + if (input.size() < 2) return false; + + // Let input code points be input interpreted as a list of code points. + // If input code points[0] is U+005B ([), then return true. + if (input.front() == '[') return true; + // If input code points[0] is U+007B ({) and input code points[1] is U+005B + // ([), then return true. + if (input.starts_with("{[")) return true; + // If input code points[0] is U+005C (\) and input code points[1] is U+005B + // ([), then return true. + return input.starts_with("\\["); +} + +std::string convert_modifier_to_string(url_pattern_part_modifier modifier) { + // TODO: Optimize this. + switch (modifier) { + // If modifier is "zero-or-more", then return "*". + case url_pattern_part_modifier::zero_or_more: + return "*"; + // If modifier is "optional", then return "?". + case url_pattern_part_modifier::optional: + return "?"; + // If modifier is "one-or-more", then return "+". + case url_pattern_part_modifier::one_or_more: + return "+"; + // Return the empty string. + default: + return ""; + } +} + +std::string generate_segment_wildcard_regexp( + url_pattern_compile_component_options options) { + // Let result be "[^". + std::string result = "[^"; + // Append the result of running escape a regexp string given options’s + // delimiter code point to the end of result. + result.append(escape_regexp_string(options.get_delimiter())); + // Append "]+?" to the end of result. + result.append("]+?"); + // Return result. + ada_log("generate_segment_wildcard_regexp result: ", result); + return result; +} + +tl::expected canonicalize_protocol( + std::string_view input) { + ada_log("canonicalize_protocol called with input=", input); + // If value is the empty string, return value. + if (input.empty()) [[unlikely]] { + return ""; + } + + // IMPORTANT: Deviation from the spec. We remove the trailing ':' here. + if (input.ends_with(":")) { + input.remove_suffix(1); + } + + // Let dummyURL be a new URL record. + // Let parseResult be the result of running the basic URL parser given value + // followed by "://dummy.test", with dummyURL as url. + if (auto dummy_url = ada::parse( + std::string(input) + "://dummy.test", nullptr)) { + // IMPORTANT: Deviation from the spec. We remove the trailing ':' here. + // Since URL parser always return protocols ending with `:` + auto protocol = dummy_url->get_protocol(); + protocol.remove_suffix(1); + return std::string(protocol); + } + // If parseResult is failure, then throw a TypeError. + return tl::unexpected(errors::type_error); +} + +tl::expected canonicalize_username( + std::string_view input) { + // If value is the empty string, return value. + if (input.empty()) [[unlikely]] { + return ""; + } + // Let dummyURL be a new URL record. + auto url = ada::parse("fake://dummy.test", nullptr); + ADA_ASSERT_TRUE(url.has_value()); + // Set the username given dummyURL and value. + if (!url->set_username(input)) { + return tl::unexpected(errors::type_error); + } + // Return dummyURL’s username. + return std::string(url->get_username()); +} + +tl::expected canonicalize_password( + std::string_view input) { + // If value is the empty string, return value. + if (input.empty()) [[unlikely]] { + return ""; + } + // Let dummyURL be a new URL record. + // Set the password given dummyURL and value. + auto url = ada::parse("fake://dummy.test", nullptr); + + ADA_ASSERT_TRUE(url.has_value()); + if (!url->set_password(input)) { + return tl::unexpected(errors::type_error); + } + // Return dummyURL’s password. + return std::string(url->get_password()); +} + +tl::expected canonicalize_hostname( + std::string_view input) { + ada_log("canonicalize_hostname input=", input); + // If value is the empty string, return value. + if (input.empty()) [[unlikely]] { + return ""; + } + // Let dummyURL be a new URL record. + // Let parseResult be the result of running the basic URL parser given value + // with dummyURL as url and hostname state as state override. + + // IMPORTANT: The protocol needs to be a special protocol, otherwise the + // hostname will not be converted using IDNA. + auto url = ada::parse("https://dummy.test", nullptr); + ADA_ASSERT_TRUE(url); + // if (!isValidHostnameInput(hostname)) return kj::none; + if (!url->set_hostname(input)) { + // If parseResult is failure, then throw a TypeError. + return tl::unexpected(errors::type_error); + } + // Return dummyURL’s host, serialized, or empty string if it is null. + return std::string(url->get_hostname()); +} + +tl::expected canonicalize_ipv6_hostname( + std::string_view input) { + ada_log("canonicalize_ipv6_hostname input=", input); + // TODO: Optimization opportunity: Use lookup table to speed up checking + if (std::ranges::any_of(input, [](char c) { + return c != '[' && c != ']' && c != ':' && + !unicode::is_ascii_hex_digit(c); + })) { + return tl::unexpected(errors::type_error); + } + // Append the result of running ASCII lowercase given code point to the end of + // result. + auto hostname = std::string(input); + unicode::to_lower_ascii(hostname.data(), hostname.size()); + return hostname; +} + +tl::expected canonicalize_port( + std::string_view port_value) { + // If portValue is the empty string, return portValue. + if (port_value.empty()) [[unlikely]] { + return ""; + } + // Let dummyURL be a new URL record. + // If protocolValue was given, then set dummyURL’s scheme to protocolValue. + // Let parseResult be the result of running basic URL parser given portValue + // with dummyURL as url and port state as state override. + auto url = ada::parse("fake://dummy.test", nullptr); + ADA_ASSERT_TRUE(url); + if (url->set_port(port_value)) { + // Return dummyURL’s port, serialized, or empty string if it is null. + return std::string(url->get_port()); + } + // If parseResult is failure, then throw a TypeError. + return tl::unexpected(errors::type_error); +} + +tl::expected canonicalize_port_with_protocol( + std::string_view port_value, std::string_view protocol) { + // If portValue is the empty string, return portValue. + if (port_value.empty()) [[unlikely]] { + return ""; + } + + // TODO: Remove this + // We have an empty protocol because get_protocol() returns an empty string + // We should handle this in the caller rather than here. + if (protocol.empty()) { + protocol = "fake"; + } else if (protocol.ends_with(":")) { + protocol.remove_suffix(1); + } + // Let dummyURL be a new URL record. + // If protocolValue was given, then set dummyURL’s scheme to protocolValue. + // Let parseResult be the result of running basic URL parser given portValue + // with dummyURL as url and port state as state override. + auto url = ada::parse(std::string(protocol) + "://dummy.test", + nullptr); + // TODO: Remove has_port() check. + // This is actually a bug with url parser where set_port() returns true for + // "invalid80" port value. + if (url && url->set_port(port_value) && url->has_port()) { + // Return dummyURL’s port, serialized, or empty string if it is null. + return std::string(url->get_port()); + } + // TODO: Remove this once the previous has_port() check is removed. + if (url) { + if (scheme::is_special(protocol) && url->get_port().empty()) { + return ""; + } + } + // If parseResult is failure, then throw a TypeError. + return tl::unexpected(errors::type_error); +} + +tl::expected canonicalize_pathname( + std::string_view input) { + // If value is the empty string, then return value. + if (input.empty()) [[unlikely]] { + return ""; + } + // Let leading slash be true if the first code point in value is U+002F (/) + // and otherwise false. + const bool leading_slash = input.starts_with("/"); + // Let modified value be "/-" if leading slash is false and otherwise the + // empty string. + const auto modified_value = leading_slash ? "" : "/-"; + const auto full_url = + std::string("fake://fake-url") + modified_value + std::string(input); + if (auto url = ada::parse(full_url, nullptr)) { + const auto pathname = url->get_pathname(); + // If leading slash is false, then set result to the code point substring + // from 2 to the end of the string within result. + return leading_slash ? std::string(pathname) + : std::string(pathname.substr(2)); + } + // If parseResult is failure, then throw a TypeError. + return tl::unexpected(errors::type_error); +} + +tl::expected canonicalize_opaque_pathname( + std::string_view input) { + // If value is the empty string, return value. + if (input.empty()) [[unlikely]] { + return ""; + } + // Let dummyURL be a new URL record. + // Set dummyURL’s path to the empty string. + // Let parseResult be the result of running URL parsing given value with + // dummyURL as url and opaque path state as state override. + if (auto url = + ada::parse("fake:" + std::string(input), nullptr)) { + // Return the result of URL path serializing dummyURL. + return std::string(url->get_pathname()); + } + // If parseResult is failure, then throw a TypeError. + return tl::unexpected(errors::type_error); +} + +tl::expected canonicalize_search(std::string_view input) { + // If value is the empty string, return value. + if (input.empty()) [[unlikely]] { + return ""; + } + // Let dummyURL be a new URL record. + // Set dummyURL’s query to the empty string. + // Let parseResult be the result of running basic URL parser given value with + // dummyURL as url and query state as state override. + auto url = ada::parse("fake://dummy.test", nullptr); + ADA_ASSERT_TRUE(url.has_value()); + url->set_search(input); + if (url->has_search()) { + const auto search = url->get_search(); + return std::string(search.substr(1)); + } + return tl::unexpected(errors::type_error); +} + +tl::expected canonicalize_hash(std::string_view input) { + // If value is the empty string, return value. + if (input.empty()) [[unlikely]] { + return ""; + } + // Let dummyURL be a new URL record. + // Set dummyURL’s fragment to the empty string. + // Let parseResult be the result of running basic URL parser given value with + // dummyURL as url and fragment state as state override. + auto url = ada::parse("fake://dummy.test", nullptr); + ADA_ASSERT_TRUE(url.has_value()); + url->set_hash(input); + // Return dummyURL’s fragment. + if (url->has_hash()) { + const auto hash = url->get_hash(); + return std::string(hash.substr(1)); + } + return tl::unexpected(errors::type_error); +} + +tl::expected, errors> tokenize(std::string_view input, + token_policy policy) { + ada_log("tokenize input: ", input); + // Let tokenizer be a new tokenizer. + // Set tokenizer’s input to input. + // Set tokenizer’s policy to policy. + auto tokenizer = Tokenizer(input, policy); + // While tokenizer’s index is less than tokenizer’s input's code point length: + while (tokenizer.index < tokenizer.input.size()) { + // Run seek and get the next code point given tokenizer and tokenizer’s + // index. + tokenizer.seek_and_get_next_code_point(tokenizer.index); + + // If tokenizer’s code point is U+002A (*): + if (tokenizer.code_point == '*') { + // Run add a token with default position and length given tokenizer and + // "asterisk". + tokenizer.add_token_with_defaults(token_type::ASTERISK); + ada_log("add ASTERISK token"); + // Continue. + continue; + } + + // If tokenizer’s code point is U+002B (+) or U+003F (?): + if (tokenizer.code_point == '+' || tokenizer.code_point == '?') { + // Run add a token with default position and length given tokenizer and + // "other-modifier". + tokenizer.add_token_with_defaults(token_type::OTHER_MODIFIER); + // Continue. + continue; + } + + // If tokenizer’s code point is U+005C (\): + if (tokenizer.code_point == '\\') { + // If tokenizer’s index is equal to tokenizer’s input's code point length + // − 1: + if (tokenizer.index == tokenizer.input.size() - 1) { + // Run process a tokenizing error given tokenizer, tokenizer’s next + // index, and tokenizer’s index. + if (auto error = tokenizer.process_tokenizing_error( + tokenizer.next_index, tokenizer.index)) { + ada_log("process_tokenizing_error failed"); + return tl::unexpected(*error); + } + continue; + } + + // Let escaped index be tokenizer’s next index. + auto escaped_index = tokenizer.next_index; + // Run get the next code point given tokenizer. + tokenizer.get_next_code_point(); + // Run add a token with default length given tokenizer, "escaped-char", + // tokenizer’s next index, and escaped index. + tokenizer.add_token_with_default_length( + token_type::ESCAPED_CHAR, tokenizer.next_index, escaped_index); + ada_log("add ESCAPED_CHAR token on next_index ", tokenizer.next_index, + " with escaped index ", escaped_index); + // Continue. + continue; + } + + // If tokenizer’s code point is U+007B ({): + if (tokenizer.code_point == '{') { + // Run add a token with default position and length given tokenizer and + // "open". + tokenizer.add_token_with_defaults(token_type::OPEN); + ada_log("add OPEN token"); + continue; + } + + // If tokenizer’s code point is U+007D (}): + if (tokenizer.code_point == '}') { + // Run add a token with default position and length given tokenizer and + // "close". + tokenizer.add_token_with_defaults(token_type::CLOSE); + ada_log("add CLOSE token"); + continue; + } + + // If tokenizer’s code point is U+003A (:): + if (tokenizer.code_point == ':') { + // Let name position be tokenizer’s next index. + auto name_position = tokenizer.next_index; + // Let name start be name position. + auto name_start = name_position; + // While name position is less than tokenizer’s input's code point length: + while (name_position < tokenizer.input.size()) { + // Run seek and get the next code point given tokenizer and name + // position. + tokenizer.seek_and_get_next_code_point(name_position); + // Let first code point be true if name position equals name start and + // false otherwise. + bool first_code_point = name_position == name_start; + // Let valid code point be the result of running is a valid name code + // point given tokenizer’s code point and first code point. + auto valid_code_point = + idna::valid_name_code_point(tokenizer.code_point, first_code_point); + ada_log("tokenizer.code_point=", uint32_t(tokenizer.code_point), + " first_code_point=", first_code_point, + " valid_code_point=", valid_code_point); + // If valid code point is false break. + if (!valid_code_point) break; + // Set name position to tokenizer’s next index. + name_position = tokenizer.next_index; + } + + // If name position is less than or equal to name start: + if (name_position <= name_start) { + // Run process a tokenizing error given tokenizer, name start, and + // tokenizer’s index. + if (auto error = tokenizer.process_tokenizing_error(name_start, + tokenizer.index)) { + ada_log("process_tokenizing_error failed"); + return tl::unexpected(*error); + } + // Continue + continue; + } + + // Run add a token with default length given tokenizer, "name", name + // position, and name start. + tokenizer.add_token_with_default_length(token_type::NAME, name_position, + name_start); + continue; + } + + // If tokenizer’s code point is U+0028 ((): + if (tokenizer.code_point == '(') { + // Let depth be 1. + size_t depth = 1; + // Let regexp position be tokenizer’s next index. + auto regexp_position = tokenizer.next_index; + // Let regexp start be regexp position. + auto regexp_start = regexp_position; + // Let error be false. + bool error = false; + + // While regexp position is less than tokenizer’s input's code point + // length: + while (regexp_position < tokenizer.input.size()) { + // Run seek and get the next code point given tokenizer and regexp + // position. + tokenizer.seek_and_get_next_code_point(regexp_position); + + // TODO: Optimization opportunity: The next 2 if statements can be + // merged. If the result of running is ASCII given tokenizer’s code + // point is false: + if (!unicode::is_ascii(tokenizer.code_point)) { + // Run process a tokenizing error given tokenizer, regexp start, and + // tokenizer’s index. + if (auto process_error = tokenizer.process_tokenizing_error( + regexp_start, tokenizer.index)) { + return tl::unexpected(*process_error); + } + // Set error to true. + error = true; + break; + } + + // If regexp position equals regexp start and tokenizer’s code point is + // U+003F (?): + if (regexp_position == regexp_start && tokenizer.code_point == '?') { + // Run process a tokenizing error given tokenizer, regexp start, and + // tokenizer’s index. + if (auto process_error = tokenizer.process_tokenizing_error( + regexp_start, tokenizer.index)) { + return tl::unexpected(*process_error); + } + // Set error to true; + error = true; + break; + } + + // If tokenizer’s code point is U+005C (\): + if (tokenizer.code_point == '\\') { + // If regexp position equals tokenizer’s input's code point length − 1 + if (regexp_position == tokenizer.input.size() - 1) { + // Run process a tokenizing error given tokenizer, regexp start, and + // tokenizer’s index. + if (auto process_error = tokenizer.process_tokenizing_error( + regexp_start, tokenizer.index)) { + return tl::unexpected(*process_error); + } + // Set error to true. + error = true; + break; + } + // Run get the next code point given tokenizer. + tokenizer.get_next_code_point(); + // If the result of running is ASCII given tokenizer’s code point is + // false: + if (!unicode::is_ascii(tokenizer.code_point)) { + // Run process a tokenizing error given tokenizer, regexp start, and + // tokenizer’s index. + if (auto process_error = tokenizer.process_tokenizing_error( + regexp_start, tokenizer.index); + process_error.has_value()) { + return tl::unexpected(*process_error); + } + // Set error to true. + error = true; + break; + } + // Set regexp position to tokenizer’s next index. + regexp_position = tokenizer.next_index; + continue; + } + + // If tokenizer’s code point is U+0029 ()): + if (tokenizer.code_point == ')') { + // Decrement depth by 1. + depth--; + // If depth is 0: + if (depth == 0) { + // Set regexp position to tokenizer’s next index. + regexp_position = tokenizer.next_index; + // Break. + break; + } + } else if (tokenizer.code_point == '(') { + // Otherwise if tokenizer’s code point is U+0028 ((): + // Increment depth by 1. + depth++; + // If regexp position equals tokenizer’s input's code point length − + // 1: + if (regexp_position == tokenizer.input.size() - 1) { + // Run process a tokenizing error given tokenizer, regexp start, and + // tokenizer’s index. + if (auto process_error = tokenizer.process_tokenizing_error( + regexp_start, tokenizer.index)) { + return tl::unexpected(*process_error); + } + // Set error to true. + error = true; + break; + } + // Let temporary position be tokenizer’s next index. + auto temporary_position = tokenizer.next_index; + // Run get the next code point given tokenizer. + tokenizer.get_next_code_point(); + // If tokenizer’s code point is not U+003F (?): + if (tokenizer.code_point != '?') { + // Run process a tokenizing error given tokenizer, regexp start, and + // tokenizer’s index. + if (auto process_error = tokenizer.process_tokenizing_error( + regexp_start, tokenizer.index)) { + return tl::unexpected(*process_error); + } + // Set error to true. + error = true; + break; + } + // Set tokenizer’s next index to temporary position. + tokenizer.next_index = temporary_position; + } + // Set regexp position to tokenizer’s next index. + regexp_position = tokenizer.next_index; + } + + // If error is true continue. + if (error) continue; + // If depth is not zero: + if (depth != 0) { + // Run process a tokenizing error given tokenizer, regexp start, and + // tokenizer’s index. + if (auto process_error = tokenizer.process_tokenizing_error( + regexp_start, tokenizer.index)) { + return tl::unexpected(*process_error); + } + continue; + } + // Let regexp length be regexp position − regexp start − 1. + auto regexp_length = regexp_position - regexp_start - 1; + // If regexp length is zero: + if (regexp_length == 0) { + // Run process a tokenizing error given tokenizer, regexp start, and + // tokenizer’s index. + if (auto process_error = tokenizer.process_tokenizing_error( + regexp_start, tokenizer.index)) { + ada_log("process_tokenizing_error failed"); + return tl::unexpected(*process_error); + } + continue; + } + // Run add a token given tokenizer, "regexp", regexp position, regexp + // start, and regexp length. + tokenizer.add_token(token_type::REGEXP, regexp_position, regexp_start, + regexp_length); + continue; + } + // Run add a token with default position and length given tokenizer and + // "char". + tokenizer.add_token_with_defaults(token_type::CHAR); + } + // Run add a token with default length given tokenizer, "end", tokenizer’s + // index, and tokenizer’s index. + tokenizer.add_token_with_default_length(token_type::END, tokenizer.index, + tokenizer.index); + + ada_log("tokenizer.token_list size is: ", tokenizer.token_list.size()); + // Return tokenizer’s token list. + return tokenizer.token_list; +} + +std::string escape_pattern_string(std::string_view input) { + ada_log("escape_pattern_string called with input=", input); + if (input.empty()) [[unlikely]] { + return ""; + } + // Assert: input is an ASCII string. + ADA_ASSERT_TRUE(ada::idna::is_ascii(input)); + // Let result be the empty string. + std::string result{}; + result.reserve(input.size()); + + // TODO: Optimization opportunity: Use a lookup table + constexpr auto should_escape = [](const char c) { + return c == '+' || c == '*' || c == '?' || c == ':' || c == '{' || + c == '}' || c == '(' || c == ')' || c == '\\'; + }; + + // While index is less than input’s length: + for (const auto& c : input) { + if (should_escape(c)) { + // then append U+005C (\) to the end of result. + result.append("\\"); + } + + // Append c to the end of result. + result += c; + } + // Return result. + return result; +} + +namespace { +constexpr std::array escape_regexp_table = []() consteval { + std::array out{}; + for (auto& c : {'.', '+', '*', '?', '^', '$', '{', '}', '(', ')', '[', ']', + '|', '/', '\\'}) { + out[c] = 1; + } + return out; +}(); + +constexpr bool should_escape_regexp_char(char c) { + return escape_regexp_table[(uint8_t)c]; +} +} // namespace + +std::string escape_regexp_string(std::string_view input) { + // Assert: input is an ASCII string. + ADA_ASSERT_TRUE(idna::is_ascii(input)); + // Let result be the empty string. + std::string result{}; + result.reserve(input.size()); + for (const auto& c : input) { + // TODO: Optimize this even further + if (should_escape_regexp_char(c)) { + result.append(std::string("\\") + c); + } else { + result.push_back(c); + } + } + return result; +} + +std::string process_base_url_string(std::string_view input, + std::string_view type) { + // If type is not "pattern" return input. + if (type != "pattern") { + return std::string(input); + } + // Return the result of escaping a pattern string given input. + return escape_pattern_string(input); +} + +constexpr bool is_absolute_pathname(std::string_view input, + std::string_view type) noexcept { + // If input is the empty string, then return false. + if (input.empty()) [[unlikely]] { + return false; + } + // If input[0] is U+002F (/), then return true. + if (input.starts_with("/")) return true; + // If type is "url", then return false. + if (type == "url") return false; + // If input’s code point length is less than 2, then return false. + if (input.size() < 2) return false; + // If input[0] is U+005C (\) and input[1] is U+002F (/), then return true. + if (input.starts_with("\\/")) return true; + // If input[0] is U+007B ({) and input[1] is U+002F (/), then return true. + if (input.starts_with("{/")) return true; + // Return false. + return false; +} + +std::string generate_pattern_string( + std::vector& part_list, + url_pattern_compile_component_options& options) { + // Let result be the empty string. + std::string result{}; + // Let index list be the result of getting the indices for part list. + // For each index of index list: + for (size_t index = 0; index < part_list.size(); index++) { + // Let part be part list[index]. + auto part = part_list[index]; + // Let previous part be part list[index - 1] if index is greater than 0, + // otherwise let it be null. + // TODO: Optimization opportunity. Find a way to avoid making a copy here. + std::optional previous_part = + index == 0 ? std::nullopt : std::optional(part_list[index - 1]); + // Let next part be part list[index + 1] if index is less than index list’s + // size - 1, otherwise let it be null. + std::optional next_part = + index < part_list.size() - 1 ? std::optional(part_list[index + 1]) + : std::nullopt; + // If part’s type is "fixed-text" then: + if (part.type == url_pattern_part_type::FIXED_TEXT) { + // If part’s modifier is "none" then: + if (part.modifier == url_pattern_part_modifier::none) { + // Append the result of running escape a pattern string given part’s + // value to the end of result. + result.append(escape_pattern_string(part.value)); + continue; + } + // Append "{" to the end of result. + result += "{"; + // Append the result of running escape a pattern string given part’s value + // to the end of result. + result.append(escape_pattern_string(part.value)); + // Append "}" to the end of result. + result += "}"; + // Append the result of running convert a modifier to a string given + // part’s modifier to the end of result. + result.append(convert_modifier_to_string(part.modifier)); + continue; + } + // Let custom name be true if part’s name[0] is not an ASCII digit; + // otherwise false. + bool custom_name = !unicode::is_ascii_digit(part.name[0]); + // Let needs grouping be true if at least one of the following are true, + // otherwise let it be false: + // - part’s suffix is not the empty string. + // - part’s prefix is not the empty string and is not options’s prefix code + // point. + bool needs_grouping = + !part.suffix.empty() || + (!part.prefix.empty() && part.prefix[0] != options.get_prefix()[0]); + + // If all of the following are true: + // - needs grouping is false; and + // - custom name is true; and + // - part’s type is "segment-wildcard"; and + // - part’s modifier is "none"; and + // - next part is not null; and + // - next part’s prefix is the empty string; and + // - next part’s suffix is the empty string + if (!needs_grouping && custom_name && + part.type == url_pattern_part_type::SEGMENT_WILDCARD && + part.modifier == url_pattern_part_modifier::none && + next_part.has_value() && next_part->prefix.empty() && + next_part->suffix.empty()) { + // If next part’s type is "fixed-text": + if (next_part->type == url_pattern_part_type::FIXED_TEXT) { + // Set needs grouping to true if the result of running is a valid name + // code point given next part’s value's first code point and the boolean + // false is true. + if (idna::valid_name_code_point(next_part->value[0], false)) { + needs_grouping = true; + } + } else { + // Set needs grouping to true if next part’s name[0] is an ASCII digit. + needs_grouping = !next_part->name.empty() && + unicode::is_ascii_digit(next_part->name[0]); + } + } + + // If all of the following are true: + // - needs grouping is false; and + // - part’s prefix is the empty string; and + // - previous part is not null; and + // - previous part’s type is "fixed-text"; and + // - previous part’s value's last code point is options’s prefix code point. + // then set needs grouping to true. + if (!needs_grouping && part.prefix.empty() && previous_part.has_value() && + previous_part->type == url_pattern_part_type::FIXED_TEXT && + !options.get_prefix().empty() && + previous_part->value.at(previous_part->value.size() - 1) == + options.get_prefix()[0]) { + needs_grouping = true; + } + + // Assert: part’s name is not the empty string or null. + ADA_ASSERT_TRUE(!part.name.empty()); + + // If needs grouping is true, then append "{" to the end of result. + if (needs_grouping) { + result.append("{"); + } + + // Append the result of running escape a pattern string given part’s prefix + // to the end of result. + result.append(escape_pattern_string(part.prefix)); + + // If custom name is true: + if (custom_name) { + // Append ":" to the end of result. + result.append(":"); + // Append part’s name to the end of result. + result.append(part.name); + } + + // If part’s type is "regexp" then: + if (part.type == url_pattern_part_type::REGEXP) { + // Append "(" to the end of result. + result.append("("); + // Append part’s value to the end of result. + result.append(part.value); + // Append ")" to the end of result. + result.append(")"); + } else if (part.type == url_pattern_part_type::SEGMENT_WILDCARD && + !custom_name) { + // Otherwise if part’s type is "segment-wildcard" and custom name is + // false: Append "(" to the end of result. + result.append("("); + // Append the result of running generate a segment wildcard regexp given + // options to the end of result. + result.append(generate_segment_wildcard_regexp(options)); + // Append ")" to the end of result. + result.append(")"); + } else if (part.type == url_pattern_part_type::FULL_WILDCARD) { + // Otherwise if part’s type is "full-wildcard": + // If custom name is false and one of the following is true: + // - previous part is null; or + // - previous part’s type is "fixed-text"; or + // - previous part’s modifier is not "none"; or + // - needs grouping is true; or + // - part’s prefix is not the empty string + // - then append "*" to the end of result. + if (!custom_name && + (!previous_part.has_value() || + previous_part->type == url_pattern_part_type::FIXED_TEXT || + previous_part->modifier != url_pattern_part_modifier::none || + needs_grouping || !part.prefix.empty())) { + result.append("*"); + } else { + // Append "(" to the end of result. + // Append full wildcard regexp value to the end of result. + // Append ")" to the end of result. + result.append("(.*)"); + } + } + + // If all of the following are true: + // - part’s type is "segment-wildcard"; and + // - custom name is true; and + // - part’s suffix is not the empty string; and + // - The result of running is a valid name code point given part’s suffix's + // first code point and the boolean false is true then append U+005C (\) to + // the end of result. + if (part.type == url_pattern_part_type::SEGMENT_WILDCARD && custom_name && + !part.suffix.empty() && + idna::valid_name_code_point(part.suffix[0], false)) { + result.append("\\"); + } + + // Append the result of running escape a pattern string given part’s suffix + // to the end of result. + result.append(escape_pattern_string(part.suffix)); + // If needs grouping is true, then append "}" to the end of result. + if (needs_grouping) result.append("}"); + // Append the result of running convert a modifier to a string given part’s + // modifier to the end of result. + result.append(convert_modifier_to_string(part.modifier)); + } + // Return result. + return result; +} +} // namespace ada::url_pattern_helpers +/* end file src/url_pattern_helpers.cpp */ +/* begin file src/url_pattern_regex.cpp */ + +namespace ada::url_pattern_regex { + +#ifdef ADA_USE_UNSAFE_STD_REGEX_PROVIDER +std::optional std_regex_provider::create_instance( + std::string_view pattern, bool ignore_case) { + // Let flags be an empty string. + // If options’s ignore case is true then set flags to "vi". + // Otherwise set flags to "v" + auto flags = ignore_case + ? std::regex::icase | std::regex_constants::ECMAScript + : std::regex_constants::ECMAScript; + try { + return std::regex(pattern.data(), pattern.size(), flags); + } catch (const std::regex_error& e) { + (void)e; + ada_log("std_regex_provider::create_instance failed:", e.what()); + return std::nullopt; + } +} + +std::optional>> +std_regex_provider::regex_search(std::string_view input, + const std::regex& pattern) { + std::string input_str( + input.begin(), + input.end()); // Convert string_view to string for regex_search + std::smatch match_result; + if (!std::regex_search(input_str, match_result, pattern, + std::regex_constants::match_any)) { + return std::nullopt; + } + std::vector> matches; + // If input is empty, let's assume the result will be empty as well. + if (input.empty() || match_result.empty()) { + return matches; + } + matches.reserve(match_result.size()); + for (size_t i = 1; i < match_result.size(); ++i) { + if (auto entry = match_result[i]; entry.matched) { + matches.emplace_back(entry.str()); + } + } + return matches; +} + +bool std_regex_provider::regex_match(std::string_view input, + const std::regex& pattern) { + return std::regex_match(input.begin(), input.end(), pattern); +} + +#endif // ADA_USE_UNSAFE_STD_REGEX_PROVIDER + +} // namespace ada::url_pattern_regex +/* end file src/url_pattern_regex.cpp */ +/* begin file src/ada_c.cpp */ + +ada::result& get_instance(void* result) noexcept { + return *(ada::result*)result; +} + +extern "C" { +typedef void* ada_url; +typedef void* ada_url_search_params; +typedef void* ada_strings; +typedef void* ada_url_search_params_keys_iter; +typedef void* ada_url_search_params_values_iter; +typedef void* ada_url_search_params_entries_iter; + +struct ada_string { + const char* data; + size_t length; +}; + +struct ada_owned_string { + const char* data; + size_t length; +}; + +struct ada_string_pair { + ada_string key; + ada_string value; +}; + +ada_string ada_string_create(const char* data, size_t length) { + ada_string out{}; + out.data = data; + out.length = length; + return out; +} + +struct ada_url_components { + /* + * By using 32-bit integers, we implicitly assume that the URL string + * cannot exceed 4 GB. + * + * https://user:pass@example.com:1234/foo/bar?baz#quux + * | | | | ^^^^| | | + * | | | | | | | `----- hash_start + * | | | | | | `--------- search_start + * | | | | | `----------------- pathname_start + * | | | | `--------------------- port + * | | | `----------------------- host_end + * | | `---------------------------------- host_start + * | `--------------------------------------- username_end + * `--------------------------------------------- protocol_end + */ + uint32_t protocol_end; + /** + * Username end is not `omitted` by default (-1) to make username and password + * getters less costly to implement. + */ + uint32_t username_end; + uint32_t host_start; + uint32_t host_end; + uint32_t port; + uint32_t pathname_start; + uint32_t search_start; + uint32_t hash_start; +}; + +ada_url ada_parse(const char* input, size_t length) noexcept { + return new ada::result( + ada::parse(std::string_view(input, length))); +} + +ada_url ada_parse_with_base(const char* input, size_t input_length, + const char* base, size_t base_length) noexcept { + auto base_out = + ada::parse(std::string_view(base, base_length)); + + if (!base_out) { + return new ada::result(base_out); + } + + return new ada::result(ada::parse( + std::string_view(input, input_length), &base_out.value())); +} + +bool ada_can_parse(const char* input, size_t length) noexcept { + return ada::can_parse(std::string_view(input, length)); +} + +bool ada_can_parse_with_base(const char* input, size_t input_length, + const char* base, size_t base_length) noexcept { + std::string_view base_view(base, base_length); + return ada::can_parse(std::string_view(input, input_length), &base_view); +} + +void ada_free(ada_url result) noexcept { + auto* r = (ada::result*)result; + delete r; +} + +ada_url ada_copy(ada_url input) noexcept { + ada::result& r = get_instance(input); + return new ada::result(r); +} + +bool ada_is_valid(ada_url result) noexcept { + ada::result& r = get_instance(result); + return r.has_value(); +} + +// caller must free the result with ada_free_owned_string +ada_owned_string ada_get_origin(ada_url result) noexcept { + ada::result& r = get_instance(result); + ada_owned_string owned{}; + if (!r) { + owned.data = nullptr; + owned.length = 0; + return owned; + } + std::string out = r->get_origin(); + owned.length = out.size(); + owned.data = new char[owned.length]; + memcpy((void*)owned.data, out.data(), owned.length); + return owned; +} + +void ada_free_owned_string(ada_owned_string owned) noexcept { + delete[] owned.data; +} + +ada_string ada_get_href(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_href(); + return ada_string_create(out.data(), out.length()); +} + +ada_string ada_get_username(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_username(); + return ada_string_create(out.data(), out.length()); +} + +ada_string ada_get_password(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_password(); + return ada_string_create(out.data(), out.length()); +} + +ada_string ada_get_port(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_port(); + return ada_string_create(out.data(), out.length()); +} + +ada_string ada_get_hash(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_hash(); + return ada_string_create(out.data(), out.length()); +} + +ada_string ada_get_host(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_host(); + return ada_string_create(out.data(), out.length()); +} + +ada_string ada_get_hostname(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_hostname(); + return ada_string_create(out.data(), out.length()); +} + +ada_string ada_get_pathname(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_pathname(); + return ada_string_create(out.data(), out.length()); +} + +ada_string ada_get_search(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_search(); + return ada_string_create(out.data(), out.length()); +} + +ada_string ada_get_protocol(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view out = r->get_protocol(); + return ada_string_create(out.data(), out.length()); +} + +uint8_t ada_get_host_type(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return 0; + } + return r->host_type; +} + +uint8_t ada_get_scheme_type(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return 0; + } + return r->type; +} + +bool ada_set_href(ada_url result, const char* input, size_t length) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->set_href(std::string_view(input, length)); +} + +bool ada_set_host(ada_url result, const char* input, size_t length) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->set_host(std::string_view(input, length)); +} + +bool ada_set_hostname(ada_url result, const char* input, + size_t length) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->set_hostname(std::string_view(input, length)); +} + +bool ada_set_protocol(ada_url result, const char* input, + size_t length) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->set_protocol(std::string_view(input, length)); +} + +bool ada_set_username(ada_url result, const char* input, + size_t length) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->set_username(std::string_view(input, length)); +} + +bool ada_set_password(ada_url result, const char* input, + size_t length) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->set_password(std::string_view(input, length)); +} + +bool ada_set_port(ada_url result, const char* input, size_t length) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->set_port(std::string_view(input, length)); +} + +bool ada_set_pathname(ada_url result, const char* input, + size_t length) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->set_pathname(std::string_view(input, length)); +} + +/** + * Update the search/query of the URL. + * + * If a URL has `?` as the search value, passing empty string to this function + * does not remove the attribute. If you need to remove it, please use + * `ada_clear_search` method. + */ +void ada_set_search(ada_url result, const char* input, size_t length) noexcept { + ada::result& r = get_instance(result); + if (r) { + r->set_search(std::string_view(input, length)); + } +} + +/** + * Update the hash/fragment of the URL. + * + * If a URL has `#` as the hash value, passing empty string to this function + * does not remove the attribute. If you need to remove it, please use + * `ada_clear_hash` method. + */ +void ada_set_hash(ada_url result, const char* input, size_t length) noexcept { + ada::result& r = get_instance(result); + if (r) { + r->set_hash(std::string_view(input, length)); + } +} + +void ada_clear_port(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (r) { + r->clear_port(); + } +} + +/** + * Removes the hash of the URL. + * + * Despite `ada_set_hash` method, this function allows the complete + * removal of the hash attribute, even if it has a value of `#`. + */ +void ada_clear_hash(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (r) { + r->clear_hash(); + } +} + +/** + * Removes the search of the URL. + * + * Despite `ada_set_search` method, this function allows the complete + * removal of the search attribute, even if it has a value of `?`. + */ +void ada_clear_search(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (r) { + r->clear_search(); + } +} + +bool ada_has_credentials(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->has_credentials(); +} + +bool ada_has_empty_hostname(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->has_empty_hostname(); +} + +bool ada_has_hostname(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->has_hostname(); +} + +bool ada_has_non_empty_username(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->has_non_empty_username(); +} + +bool ada_has_non_empty_password(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->has_non_empty_password(); +} + +bool ada_has_port(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->has_port(); +} + +bool ada_has_password(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->has_password(); +} + +bool ada_has_hash(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->has_hash(); +} + +bool ada_has_search(ada_url result) noexcept { + ada::result& r = get_instance(result); + if (!r) { + return false; + } + return r->has_search(); +} + +// returns a pointer to the internal url_aggregator::url_components +const ada_url_components* ada_get_components(ada_url result) noexcept { + static_assert(sizeof(ada_url_components) == sizeof(ada::url_components)); + ada::result& r = get_instance(result); + if (!r) { + return nullptr; + } + return reinterpret_cast(&r->get_components()); +} + +ada_owned_string ada_idna_to_unicode(const char* input, size_t length) { + std::string out = ada::idna::to_unicode(std::string_view(input, length)); + ada_owned_string owned{}; + owned.length = out.length(); + owned.data = new char[owned.length]; + memcpy((void*)owned.data, out.data(), owned.length); + return owned; +} + +ada_owned_string ada_idna_to_ascii(const char* input, size_t length) { + std::string out = ada::idna::to_ascii(std::string_view(input, length)); + ada_owned_string owned{}; + owned.length = out.size(); + owned.data = new char[owned.length]; + memcpy((void*)owned.data, out.data(), owned.length); + return owned; +} + +ada_url_search_params ada_parse_search_params(const char* input, + size_t length) { + return new ada::result( + ada::url_search_params(std::string_view(input, length))); +} + +void ada_free_search_params(ada_url_search_params result) { + auto* r = (ada::result*)result; + delete r; +} + +ada_owned_string ada_search_params_to_string(ada_url_search_params result) { + ada::result& r = + *(ada::result*)result; + if (!r) return ada_owned_string{nullptr, 0}; + std::string out = r->to_string(); + ada_owned_string owned{}; + owned.length = out.size(); + owned.data = new char[owned.length]; + memcpy((void*)owned.data, out.data(), owned.length); + return owned; +} + +size_t ada_search_params_size(ada_url_search_params result) { + ada::result& r = + *(ada::result*)result; + if (!r) { + return 0; + } + return r->size(); +} + +void ada_search_params_sort(ada_url_search_params result) { + ada::result& r = + *(ada::result*)result; + if (r) { + r->sort(); + } +} + +void ada_search_params_reset(ada_url_search_params result, const char* input, + size_t length) { + ada::result& r = + *(ada::result*)result; + if (r) { + r->reset(std::string_view(input, length)); + } +} + +void ada_search_params_append(ada_url_search_params result, const char* key, + size_t key_length, const char* value, + size_t value_length) { + ada::result& r = + *(ada::result*)result; + if (r) { + r->append(std::string_view(key, key_length), + std::string_view(value, value_length)); + } +} + +void ada_search_params_set(ada_url_search_params result, const char* key, + size_t key_length, const char* value, + size_t value_length) { + ada::result& r = + *(ada::result*)result; + if (r) { + r->set(std::string_view(key, key_length), + std::string_view(value, value_length)); + } +} + +void ada_search_params_remove(ada_url_search_params result, const char* key, + size_t key_length) { + ada::result& r = + *(ada::result*)result; + if (r) { + r->remove(std::string_view(key, key_length)); + } +} + +void ada_search_params_remove_value(ada_url_search_params result, + const char* key, size_t key_length, + const char* value, size_t value_length) { + ada::result& r = + *(ada::result*)result; + if (r) { + r->remove(std::string_view(key, key_length), + std::string_view(value, value_length)); + } +} + +bool ada_search_params_has(ada_url_search_params result, const char* key, + size_t key_length) { + ada::result& r = + *(ada::result*)result; + if (!r) { + return false; + } + return r->has(std::string_view(key, key_length)); +} + +bool ada_search_params_has_value(ada_url_search_params result, const char* key, + size_t key_length, const char* value, + size_t value_length) { + ada::result& r = + *(ada::result*)result; + if (!r) { + return false; + } + return r->has(std::string_view(key, key_length), + std::string_view(value, value_length)); +} + +ada_string ada_search_params_get(ada_url_search_params result, const char* key, + size_t key_length) { + ada::result& r = + *(ada::result*)result; + if (!r) { + return ada_string_create(nullptr, 0); + } + auto found = r->get(std::string_view(key, key_length)); + if (!found.has_value()) { + return ada_string_create(nullptr, 0); + } + return ada_string_create(found->data(), found->length()); +} + +ada_strings ada_search_params_get_all(ada_url_search_params result, + const char* key, size_t key_length) { + ada::result& r = + *(ada::result*)result; + if (!r) { + return new ada::result>( + std::vector()); + } + return new ada::result>( + r->get_all(std::string_view(key, key_length))); +} + +ada_url_search_params_keys_iter ada_search_params_get_keys( + ada_url_search_params result) { + ada::result& r = + *(ada::result*)result; + if (!r) { + return new ada::result( + ada::url_search_params_keys_iter()); + } + return new ada::result(r->get_keys()); +} + +ada_url_search_params_values_iter ada_search_params_get_values( + ada_url_search_params result) { + ada::result& r = + *(ada::result*)result; + if (!r) { + return new ada::result( + ada::url_search_params_values_iter()); + } + return new ada::result(r->get_values()); +} + +ada_url_search_params_entries_iter ada_search_params_get_entries( + ada_url_search_params result) { + ada::result& r = + *(ada::result*)result; + if (!r) { + return new ada::result( + ada::url_search_params_entries_iter()); + } + return new ada::result(r->get_entries()); +} + +void ada_free_strings(ada_strings result) { + auto* r = (ada::result>*)result; + delete r; +} + +size_t ada_strings_size(ada_strings result) { + auto* r = (ada::result>*)result; + if (!r) { + return 0; + } + return (*r)->size(); +} + +ada_string ada_strings_get(ada_strings result, size_t index) { + auto* r = (ada::result>*)result; + if (!r) { + return ada_string_create(nullptr, 0); + } + std::string_view view = (*r)->at(index); + return ada_string_create(view.data(), view.length()); +} + +void ada_free_search_params_keys_iter(ada_url_search_params_keys_iter result) { + auto* r = (ada::result*)result; + delete r; +} + +ada_string ada_search_params_keys_iter_next( + ada_url_search_params_keys_iter result) { + auto* r = (ada::result*)result; + if (!r) { + return ada_string_create(nullptr, 0); + } + auto next = (*r)->next(); + if (!next.has_value()) { + return ada_string_create(nullptr, 0); + } + return ada_string_create(next->data(), next->length()); +} + +bool ada_search_params_keys_iter_has_next( + ada_url_search_params_keys_iter result) { + auto* r = (ada::result*)result; + if (!r) { + return false; + } + return (*r)->has_next(); +} + +void ada_free_search_params_values_iter( + ada_url_search_params_values_iter result) { + auto* r = (ada::result*)result; + delete r; +} + +ada_string ada_search_params_values_iter_next( + ada_url_search_params_values_iter result) { + auto* r = (ada::result*)result; + if (!r) { + return ada_string_create(nullptr, 0); + } + auto next = (*r)->next(); + if (!next.has_value()) { + return ada_string_create(nullptr, 0); + } + return ada_string_create(next->data(), next->length()); +} + +bool ada_search_params_values_iter_has_next( + ada_url_search_params_values_iter result) { + auto* r = (ada::result*)result; + if (!r) { + return false; + } + return (*r)->has_next(); +} + +void ada_free_search_params_entries_iter( + ada_url_search_params_entries_iter result) { + auto* r = (ada::result*)result; + delete r; +} + +ada_string_pair ada_search_params_entries_iter_next( + ada_url_search_params_entries_iter result) { + auto* r = (ada::result*)result; + if (!r) return {ada_string_create(nullptr, 0), ada_string_create(nullptr, 0)}; + auto next = (*r)->next(); + if (!next.has_value()) { + return {ada_string_create(nullptr, 0), ada_string_create(nullptr, 0)}; + } + return ada_string_pair{ + ada_string_create(next->first.data(), next->first.length()), + ada_string_create(next->second.data(), next->second.length())}; +} + +bool ada_search_params_entries_iter_has_next( + ada_url_search_params_entries_iter result) { + auto* r = (ada::result*)result; + if (!r) { + return false; + } + return (*r)->has_next(); +} + +} // extern "C" +/* end file src/ada_c.cpp */ +/* end file src/ada.cpp */ diff --git a/common/ada/ada.h b/common/ada/ada.h new file mode 100644 index 000000000..b191694dc --- /dev/null +++ b/common/ada/ada.h @@ -0,0 +1,10274 @@ +/* auto-generated on 2025-01-30 14:25:38 -0500. Do not edit! */ +/* begin file include/ada.h */ +/** + * @file ada.h + * @brief Includes all definitions for Ada. + */ +#ifndef ADA_H +#define ADA_H + +/* begin file include/ada/ada_idna.h */ +/* auto-generated on 2024-12-18 09:44:34 -0500. Do not edit! */ +/* begin file include/idna.h */ +#ifndef ADA_IDNA_H +#define ADA_IDNA_H + +/* begin file include/ada/idna/unicode_transcoding.h */ +#ifndef ADA_IDNA_UNICODE_TRANSCODING_H +#define ADA_IDNA_UNICODE_TRANSCODING_H + +#include +#include + +namespace ada::idna { + +size_t utf8_to_utf32(const char *buf, size_t len, char32_t *utf32_output); + +size_t utf8_length_from_utf32(const char32_t *buf, size_t len); + +size_t utf32_length_from_utf8(const char *buf, size_t len); + +size_t utf32_to_utf8(const char32_t *buf, size_t len, char *utf8_output); + +} // namespace ada::idna + +#endif // ADA_IDNA_UNICODE_TRANSCODING_H +/* end file include/ada/idna/unicode_transcoding.h */ +/* begin file include/ada/idna/mapping.h */ +#ifndef ADA_IDNA_MAPPING_H +#define ADA_IDNA_MAPPING_H + +#include +#include + +namespace ada::idna { + +// If the input is ascii, then the mapping is just -> lower case. +void ascii_map(char *input, size_t length); +// check whether an ascii string needs mapping +bool ascii_has_upper_case(char *input, size_t length); +// Map the characters according to IDNA, returning the empty string on error. +std::u32string map(std::u32string_view input); + +} // namespace ada::idna + +#endif +/* end file include/ada/idna/mapping.h */ +/* begin file include/ada/idna/normalization.h */ +#ifndef ADA_IDNA_NORMALIZATION_H +#define ADA_IDNA_NORMALIZATION_H + +#include +#include + +namespace ada::idna { + +// Normalize the characters according to IDNA (Unicode Normalization Form C). +void normalize(std::u32string &input); + +} // namespace ada::idna +#endif +/* end file include/ada/idna/normalization.h */ +/* begin file include/ada/idna/punycode.h */ +#ifndef ADA_IDNA_PUNYCODE_H +#define ADA_IDNA_PUNYCODE_H + +#include +#include + +namespace ada::idna { + +bool punycode_to_utf32(std::string_view input, std::u32string &out); +bool verify_punycode(std::string_view input); +bool utf32_to_punycode(std::u32string_view input, std::string &out); + +} // namespace ada::idna + +#endif // ADA_IDNA_PUNYCODE_H +/* end file include/ada/idna/punycode.h */ +/* begin file include/ada/idna/validity.h */ +#ifndef ADA_IDNA_VALIDITY_H +#define ADA_IDNA_VALIDITY_H + +#include +#include + +namespace ada::idna { + +/** + * @see https://www.unicode.org/reports/tr46/#Validity_Criteria + */ +bool is_label_valid(std::u32string_view label); + +} // namespace ada::idna + +#endif // ADA_IDNA_VALIDITY_H +/* end file include/ada/idna/validity.h */ +/* begin file include/ada/idna/to_ascii.h */ +#ifndef ADA_IDNA_TO_ASCII_H +#define ADA_IDNA_TO_ASCII_H + +#include +#include + +namespace ada::idna { + +// Converts a domain (e.g., www.google.com) possibly containing international +// characters to an ascii domain (with punycode). It will not do percent +// decoding: percent decoding should be done prior to calling this function. We +// do not remove tabs and spaces, they should have been removed prior to calling +// this function. We also do not trim control characters. We also assume that +// the input is not empty. We return "" on error. +// +// +// This function may accept or even produce invalid domains. +std::string to_ascii(std::string_view ut8_string); + +// Returns true if the string contains a forbidden code point according to the +// WHATGL URL specification: +// https://url.spec.whatwg.org/#forbidden-domain-code-point +bool contains_forbidden_domain_code_point(std::string_view ascii_string); + +bool constexpr is_ascii(std::u32string_view view); +bool constexpr is_ascii(std::string_view view); + +} // namespace ada::idna + +#endif // ADA_IDNA_TO_ASCII_H +/* end file include/ada/idna/to_ascii.h */ +/* begin file include/ada/idna/to_unicode.h */ + +#ifndef ADA_IDNA_TO_UNICODE_H +#define ADA_IDNA_TO_UNICODE_H + +#include + +namespace ada::idna { + +std::string to_unicode(std::string_view input); + +} // namespace ada::idna + +#endif // ADA_IDNA_TO_UNICODE_H +/* end file include/ada/idna/to_unicode.h */ +/* begin file include/ada/idna/identifier.h */ +#ifndef ADA_IDNA_IDENTIFIER_H +#define ADA_IDNA_IDENTIFIER_H + +#include +#include + +namespace ada::idna { + +// Access the first code point of the input string. +// Verify if it is valid name code point given a Unicode code point and a +// boolean first: If first is true return the result of checking if code point +// is contained in the IdentifierStart set of code points. Otherwise return the +// result of checking if code point is contained in the IdentifierPart set of +// code points. Returns false if the input is empty or the code point is not +// valid. There is minimal Unicode error handling: the input should be valid +// UTF-8. https://urlpattern.spec.whatwg.org/#is-a-valid-name-code-point +bool valid_name_code_point(char32_t input, bool first); + +} // namespace ada::idna + +#endif +/* end file include/ada/idna/identifier.h */ + +#endif +/* end file include/idna.h */ +/* end file include/ada/ada_idna.h */ +/* begin file include/ada/character_sets.h */ +/** + * @file character_sets.h + * @brief Declaration of the character sets used by unicode functions. + * @author Node.js + * @see https://github.com/nodejs/node/blob/main/src/node_url_tables.cc + */ +#ifndef ADA_CHARACTER_SETS_H +#define ADA_CHARACTER_SETS_H + +/* begin file include/ada/common_defs.h */ +/** + * @file common_defs.h + * @brief Common definitions for cross-platform compiler support. + */ +#ifndef ADA_COMMON_DEFS_H +#define ADA_COMMON_DEFS_H + +// https://en.cppreference.com/w/cpp/feature_test#Library_features +// detect C++20 features +#include + +#ifdef _MSC_VER +#define ADA_VISUAL_STUDIO 1 +/** + * We want to differentiate carefully between + * clang under visual studio and regular visual + * studio. + */ +#ifdef __clang__ +// clang under visual studio +#define ADA_CLANG_VISUAL_STUDIO 1 +#else +// just regular visual studio (best guess) +#define ADA_REGULAR_VISUAL_STUDIO 1 +#endif // __clang__ +#endif // _MSC_VER + +#if defined(__GNUC__) +// Marks a block with a name so that MCA analysis can see it. +#define ADA_BEGIN_DEBUG_BLOCK(name) __asm volatile("# LLVM-MCA-BEGIN " #name); +#define ADA_END_DEBUG_BLOCK(name) __asm volatile("# LLVM-MCA-END " #name); +#define ADA_DEBUG_BLOCK(name, block) \ + BEGIN_DEBUG_BLOCK(name); \ + block; \ + END_DEBUG_BLOCK(name); +#else +#define ADA_BEGIN_DEBUG_BLOCK(name) +#define ADA_END_DEBUG_BLOCK(name) +#define ADA_DEBUG_BLOCK(name, block) +#endif + +// Align to N-byte boundary +#define ADA_ROUNDUP_N(a, n) (((a) + ((n) - 1)) & ~((n) - 1)) +#define ADA_ROUNDDOWN_N(a, n) ((a) & ~((n) - 1)) + +#define ADA_ISALIGNED_N(ptr, n) (((uintptr_t)(ptr) & ((n) - 1)) == 0) + +#if defined(ADA_REGULAR_VISUAL_STUDIO) + +#define ada_really_inline __forceinline +#define ada_never_inline __declspec(noinline) + +#define ada_unused +#define ada_warn_unused + +#define ADA_PUSH_DISABLE_WARNINGS __pragma(warning(push)) +#define ADA_PUSH_DISABLE_ALL_WARNINGS __pragma(warning(push, 0)) +#define ADA_DISABLE_VS_WARNING(WARNING_NUMBER) \ + __pragma(warning(disable : WARNING_NUMBER)) +// Get rid of Intellisense-only warnings (Code Analysis) +// Though __has_include is C++17, it is supported in Visual Studio 2017 or +// better (_MSC_VER>=1910). +#ifdef __has_include +#if __has_include() +#include +#define ADA_DISABLE_UNDESIRED_WARNINGS \ + ADA_DISABLE_VS_WARNING(ALL_CPPCORECHECK_WARNINGS) +#endif +#endif + +#ifndef ADA_DISABLE_UNDESIRED_WARNINGS +#define ADA_DISABLE_UNDESIRED_WARNINGS +#endif + +#define ADA_DISABLE_DEPRECATED_WARNING ADA_DISABLE_VS_WARNING(4996) +#define ADA_DISABLE_STRICT_OVERFLOW_WARNING +#define ADA_POP_DISABLE_WARNINGS __pragma(warning(pop)) + +#else // ADA_REGULAR_VISUAL_STUDIO + +#define ada_really_inline inline __attribute__((always_inline)) +#define ada_never_inline inline __attribute__((noinline)) + +#define ada_unused __attribute__((unused)) +#define ada_warn_unused __attribute__((warn_unused_result)) + +#define ADA_PUSH_DISABLE_WARNINGS _Pragma("GCC diagnostic push") +// gcc doesn't seem to disable all warnings with all and extra, add warnings +// here as necessary +#define ADA_PUSH_DISABLE_ALL_WARNINGS \ + ADA_PUSH_DISABLE_WARNINGS \ + ADA_DISABLE_GCC_WARNING("-Weffc++") \ + ADA_DISABLE_GCC_WARNING("-Wall") \ + ADA_DISABLE_GCC_WARNING("-Wconversion") \ + ADA_DISABLE_GCC_WARNING("-Wextra") \ + ADA_DISABLE_GCC_WARNING("-Wattributes") \ + ADA_DISABLE_GCC_WARNING("-Wimplicit-fallthrough") \ + ADA_DISABLE_GCC_WARNING("-Wnon-virtual-dtor") \ + ADA_DISABLE_GCC_WARNING("-Wreturn-type") \ + ADA_DISABLE_GCC_WARNING("-Wshadow") \ + ADA_DISABLE_GCC_WARNING("-Wunused-parameter") \ + ADA_DISABLE_GCC_WARNING("-Wunused-variable") +#define ADA_PRAGMA(P) _Pragma(#P) +#define ADA_DISABLE_GCC_WARNING(WARNING) \ + ADA_PRAGMA(GCC diagnostic ignored WARNING) +#if defined(ADA_CLANG_VISUAL_STUDIO) +#define ADA_DISABLE_UNDESIRED_WARNINGS \ + ADA_DISABLE_GCC_WARNING("-Wmicrosoft-include") +#else +#define ADA_DISABLE_UNDESIRED_WARNINGS +#endif +#define ADA_DISABLE_DEPRECATED_WARNING \ + ADA_DISABLE_GCC_WARNING("-Wdeprecated-declarations") +#define ADA_DISABLE_STRICT_OVERFLOW_WARNING \ + ADA_DISABLE_GCC_WARNING("-Wstrict-overflow") +#define ADA_POP_DISABLE_WARNINGS _Pragma("GCC diagnostic pop") + +#endif // MSC_VER + +#if defined(ADA_VISUAL_STUDIO) +/** + * It does not matter here whether you are using + * the regular visual studio or clang under visual + * studio. + */ +#if ADA_USING_LIBRARY +#define ADA_DLLIMPORTEXPORT __declspec(dllimport) +#else +#define ADA_DLLIMPORTEXPORT __declspec(dllexport) +#endif +#else +#define ADA_DLLIMPORTEXPORT +#endif + +/// If EXPR is an error, returns it. +#define ADA_TRY(EXPR) \ + { \ + auto _err = (EXPR); \ + if (_err) { \ + return _err; \ + } \ + } + +// __has_cpp_attribute is part of C++20 +#if !defined(__has_cpp_attribute) +#define __has_cpp_attribute(x) 0 +#endif + +#if __has_cpp_attribute(gnu::noinline) +#define ADA_ATTRIBUTE_NOINLINE [[gnu::noinline]] +#else +#define ADA_ATTRIBUTE_NOINLINE +#endif + +namespace ada { +[[noreturn]] inline void unreachable() { +#ifdef __GNUC__ + __builtin_unreachable(); +#elif defined(_MSC_VER) + __assume(false); +#else +#endif +} +} // namespace ada + +// Unless the programmer has already set ADA_DEVELOPMENT_CHECKS, +// we want to set it under debug builds. We detect a debug build +// under Visual Studio when the _DEBUG macro is set. Under the other +// compilers, we use the fact that they define __OPTIMIZE__ whenever +// they allow optimizations. +// It is possible that this could miss some cases where ADA_DEVELOPMENT_CHECKS +// is helpful, but the programmer can set the macro ADA_DEVELOPMENT_CHECKS. +// It could also wrongly set ADA_DEVELOPMENT_CHECKS (e.g., if the programmer +// sets _DEBUG in a release build under Visual Studio, or if some compiler fails +// to set the __OPTIMIZE__ macro). +#if !defined(ADA_DEVELOPMENT_CHECKS) && !defined(NDEBUG) +#ifdef _MSC_VER +// Visual Studio seems to set _DEBUG for debug builds. +#ifdef _DEBUG +#define ADA_DEVELOPMENT_CHECKS 1 +#endif // _DEBUG +#else // _MSC_VER +// All other compilers appear to set __OPTIMIZE__ to a positive integer +// when the compiler is optimizing. +#ifndef __OPTIMIZE__ +#define ADA_DEVELOPMENT_CHECKS 1 +#endif // __OPTIMIZE__ +#endif // _MSC_VER +#endif // ADA_DEVELOPMENT_CHECKS + +#define ADA_STR(x) #x + +#if ADA_DEVELOPMENT_CHECKS +#define ADA_REQUIRE(EXPR) \ + { \ + if (!(EXPR) { abort(); }) \ + } + +#define ADA_FAIL(MESSAGE) \ + do { \ + std::cerr << "FAIL: " << (MESSAGE) << std::endl; \ + abort(); \ + } while (0); +#define ADA_ASSERT_EQUAL(LHS, RHS, MESSAGE) \ + do { \ + if (LHS != RHS) { \ + std::cerr << "Mismatch: '" << LHS << "' - '" << RHS << "'" << std::endl; \ + ADA_FAIL(MESSAGE); \ + } \ + } while (0); +#define ADA_ASSERT_TRUE(COND) \ + do { \ + if (!(COND)) { \ + std::cerr << "Assert at line " << __LINE__ << " of file " << __FILE__ \ + << std::endl; \ + ADA_FAIL(ADA_STR(COND)); \ + } \ + } while (0); +#else +#define ADA_FAIL(MESSAGE) +#define ADA_ASSERT_EQUAL(LHS, RHS, MESSAGE) +#define ADA_ASSERT_TRUE(COND) +#endif + +#ifdef ADA_VISUAL_STUDIO +#define ADA_ASSUME(COND) __assume(COND) +#else +#define ADA_ASSUME(COND) \ + do { \ + if (!(COND)) { \ + __builtin_unreachable(); \ + } \ + } while (0) +#endif + +#if defined(__SSE2__) || defined(__x86_64__) || defined(__x86_64) || \ + (defined(_M_AMD64) || defined(_M_X64) || \ + (defined(_M_IX86_FP) && _M_IX86_FP == 2)) +#define ADA_SSE2 1 +#endif + +#if defined(__aarch64__) || defined(_M_ARM64) +#define ADA_NEON 1 +#endif + +#ifndef __has_cpp_attribute +#define ada_lifetime_bound +#elif __has_cpp_attribute(msvc::lifetimebound) +#define ada_lifetime_bound [[msvc::lifetimebound]] +#elif __has_cpp_attribute(clang::lifetimebound) +#define ada_lifetime_bound [[clang::lifetimebound]] +#elif __has_cpp_attribute(lifetimebound) +#define ada_lifetime_bound [[lifetimebound]] +#else +#define ada_lifetime_bound +#endif + +#ifdef __cpp_lib_format +#if __cpp_lib_format >= 202110L +#include +#define ADA_HAS_FORMAT 1 +#endif +#endif + +#endif // ADA_COMMON_DEFS_H +/* end file include/ada/common_defs.h */ +#include + +/** + * These functions are not part of our public API and may + * change at any time. + * @private + * @namespace ada::character_sets + * @brief Includes the definitions for unicode character sets. + */ +namespace ada::character_sets { +ada_really_inline constexpr bool bit_at(const uint8_t a[], uint8_t i); +} // namespace ada::character_sets + +#endif // ADA_CHARACTER_SETS_H +/* end file include/ada/character_sets.h */ +/* begin file include/ada/character_sets-inl.h */ +/** + * @file character_sets-inl.h + * @brief Definitions of the character sets used by unicode functions. + * @author Node.js + * @see https://github.com/nodejs/node/blob/main/src/node_url_tables.cc + */ +#ifndef ADA_CHARACTER_SETS_INL_H +#define ADA_CHARACTER_SETS_INL_H + +/** + * These functions are not part of our public API and may + * change at any time. + * @private + */ +namespace ada::character_sets { + +constexpr char hex[1024] = "%00\0%01\0%02\0%03\0%04\0%05\0%06\0%07\0" + "%08\0%09\0%0A\0%0B\0%0C\0%0D\0%0E\0%0F\0" + "%10\0%11\0%12\0%13\0%14\0%15\0%16\0%17\0" + "%18\0%19\0%1A\0%1B\0%1C\0%1D\0%1E\0%1F\0" + "%20\0%21\0%22\0%23\0%24\0%25\0%26\0%27\0" + "%28\0%29\0%2A\0%2B\0%2C\0%2D\0%2E\0%2F\0" + "%30\0%31\0%32\0%33\0%34\0%35\0%36\0%37\0" + "%38\0%39\0%3A\0%3B\0%3C\0%3D\0%3E\0%3F\0" + "%40\0%41\0%42\0%43\0%44\0%45\0%46\0%47\0" + "%48\0%49\0%4A\0%4B\0%4C\0%4D\0%4E\0%4F\0" + "%50\0%51\0%52\0%53\0%54\0%55\0%56\0%57\0" + "%58\0%59\0%5A\0%5B\0%5C\0%5D\0%5E\0%5F\0" + "%60\0%61\0%62\0%63\0%64\0%65\0%66\0%67\0" + "%68\0%69\0%6A\0%6B\0%6C\0%6D\0%6E\0%6F\0" + "%70\0%71\0%72\0%73\0%74\0%75\0%76\0%77\0" + "%78\0%79\0%7A\0%7B\0%7C\0%7D\0%7E\0%7F\0" + "%80\0%81\0%82\0%83\0%84\0%85\0%86\0%87\0" + "%88\0%89\0%8A\0%8B\0%8C\0%8D\0%8E\0%8F\0" + "%90\0%91\0%92\0%93\0%94\0%95\0%96\0%97\0" + "%98\0%99\0%9A\0%9B\0%9C\0%9D\0%9E\0%9F\0" + "%A0\0%A1\0%A2\0%A3\0%A4\0%A5\0%A6\0%A7\0" + "%A8\0%A9\0%AA\0%AB\0%AC\0%AD\0%AE\0%AF\0" + "%B0\0%B1\0%B2\0%B3\0%B4\0%B5\0%B6\0%B7\0" + "%B8\0%B9\0%BA\0%BB\0%BC\0%BD\0%BE\0%BF\0" + "%C0\0%C1\0%C2\0%C3\0%C4\0%C5\0%C6\0%C7\0" + "%C8\0%C9\0%CA\0%CB\0%CC\0%CD\0%CE\0%CF\0" + "%D0\0%D1\0%D2\0%D3\0%D4\0%D5\0%D6\0%D7\0" + "%D8\0%D9\0%DA\0%DB\0%DC\0%DD\0%DE\0%DF\0" + "%E0\0%E1\0%E2\0%E3\0%E4\0%E5\0%E6\0%E7\0" + "%E8\0%E9\0%EA\0%EB\0%EC\0%ED\0%EE\0%EF\0" + "%F0\0%F1\0%F2\0%F3\0%F4\0%F5\0%F6\0%F7\0" + "%F8\0%F9\0%FA\0%FB\0%FC\0%FD\0%FE\0%FF"; + +constexpr uint8_t C0_CONTROL_PERCENT_ENCODE[32] = { + // 00 01 02 03 04 05 06 07 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 08 09 0A 0B 0C 0D 0E 0F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 10 11 12 13 14 15 16 17 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 18 19 1A 1B 1C 1D 1E 1F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 20 21 22 23 24 25 26 27 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 28 29 2A 2B 2C 2D 2E 2F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 30 31 32 33 34 35 36 37 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 38 39 3A 3B 3C 3D 3E 3F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 40 41 42 43 44 45 46 47 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 48 49 4A 4B 4C 4D 4E 4F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 50 51 52 53 54 55 56 57 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 58 59 5A 5B 5C 5D 5E 5F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 60 61 62 63 64 65 66 67 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 68 69 6A 6B 6C 6D 6E 6F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 70 71 72 73 74 75 76 77 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 78 79 7A 7B 7C 7D 7E 7F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x80, + // 80 81 82 83 84 85 86 87 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 88 89 8A 8B 8C 8D 8E 8F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 90 91 92 93 94 95 96 97 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 98 99 9A 9B 9C 9D 9E 9F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A0 A1 A2 A3 A4 A5 A6 A7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A8 A9 AA AB AC AD AE AF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B0 B1 B2 B3 B4 B5 B6 B7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B8 B9 BA BB BC BD BE BF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C0 C1 C2 C3 C4 C5 C6 C7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C8 C9 CA CB CC CD CE CF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D0 D1 D2 D3 D4 D5 D6 D7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D8 D9 DA DB DC DD DE DF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E0 E1 E2 E3 E4 E5 E6 E7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E8 E9 EA EB EC ED EE EF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F0 F1 F2 F3 F4 F5 F6 F7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F8 F9 FA FB FC FD FE FF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80}; + +constexpr uint8_t SPECIAL_QUERY_PERCENT_ENCODE[32] = { + // 00 01 02 03 04 05 06 07 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 08 09 0A 0B 0C 0D 0E 0F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 10 11 12 13 14 15 16 17 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 18 19 1A 1B 1C 1D 1E 1F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 20 21 22 23 24 25 26 27 + 0x01 | 0x00 | 0x04 | 0x08 | 0x00 | 0x00 | 0x00 | 0x80, + // 28 29 2A 2B 2C 2D 2E 2F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 30 31 32 33 34 35 36 37 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 38 39 3A 3B 3C 3D 3E 3F + 0x00 | 0x00 | 0x00 | 0x00 | 0x10 | 0x00 | 0x40 | 0x00, + // 40 41 42 43 44 45 46 47 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 48 49 4A 4B 4C 4D 4E 4F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 50 51 52 53 54 55 56 57 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 58 59 5A 5B 5C 5D 5E 5F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 60 61 62 63 64 65 66 67 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 68 69 6A 6B 6C 6D 6E 6F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 70 71 72 73 74 75 76 77 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 78 79 7A 7B 7C 7D 7E 7F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x80, + // 80 81 82 83 84 85 86 87 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 88 89 8A 8B 8C 8D 8E 8F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 90 91 92 93 94 95 96 97 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 98 99 9A 9B 9C 9D 9E 9F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A0 A1 A2 A3 A4 A5 A6 A7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A8 A9 AA AB AC AD AE AF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B0 B1 B2 B3 B4 B5 B6 B7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B8 B9 BA BB BC BD BE BF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C0 C1 C2 C3 C4 C5 C6 C7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C8 C9 CA CB CC CD CE CF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D0 D1 D2 D3 D4 D5 D6 D7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D8 D9 DA DB DC DD DE DF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E0 E1 E2 E3 E4 E5 E6 E7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E8 E9 EA EB EC ED EE EF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F0 F1 F2 F3 F4 F5 F6 F7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F8 F9 FA FB FC FD FE FF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80}; + +constexpr uint8_t QUERY_PERCENT_ENCODE[32] = { + // 00 01 02 03 04 05 06 07 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 08 09 0A 0B 0C 0D 0E 0F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 10 11 12 13 14 15 16 17 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 18 19 1A 1B 1C 1D 1E 1F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 20 21 22 23 24 25 26 27 + 0x01 | 0x00 | 0x04 | 0x08 | 0x00 | 0x00 | 0x00 | 0x00, + // 28 29 2A 2B 2C 2D 2E 2F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 30 31 32 33 34 35 36 37 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 38 39 3A 3B 3C 3D 3E 3F + 0x00 | 0x00 | 0x00 | 0x00 | 0x10 | 0x00 | 0x40 | 0x00, + // 40 41 42 43 44 45 46 47 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 48 49 4A 4B 4C 4D 4E 4F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 50 51 52 53 54 55 56 57 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 58 59 5A 5B 5C 5D 5E 5F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 60 61 62 63 64 65 66 67 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 68 69 6A 6B 6C 6D 6E 6F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 70 71 72 73 74 75 76 77 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 78 79 7A 7B 7C 7D 7E 7F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x80, + // 80 81 82 83 84 85 86 87 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 88 89 8A 8B 8C 8D 8E 8F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 90 91 92 93 94 95 96 97 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 98 99 9A 9B 9C 9D 9E 9F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A0 A1 A2 A3 A4 A5 A6 A7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A8 A9 AA AB AC AD AE AF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B0 B1 B2 B3 B4 B5 B6 B7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B8 B9 BA BB BC BD BE BF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C0 C1 C2 C3 C4 C5 C6 C7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C8 C9 CA CB CC CD CE CF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D0 D1 D2 D3 D4 D5 D6 D7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D8 D9 DA DB DC DD DE DF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E0 E1 E2 E3 E4 E5 E6 E7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E8 E9 EA EB EC ED EE EF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F0 F1 F2 F3 F4 F5 F6 F7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F8 F9 FA FB FC FD FE FF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80}; + +constexpr uint8_t FRAGMENT_PERCENT_ENCODE[32] = { + // 00 01 02 03 04 05 06 07 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 08 09 0A 0B 0C 0D 0E 0F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 10 11 12 13 14 15 16 17 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 18 19 1A 1B 1C 1D 1E 1F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 20 21 22 23 24 25 26 27 + 0x01 | 0x00 | 0x04 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 28 29 2A 2B 2C 2D 2E 2F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 30 31 32 33 34 35 36 37 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 38 39 3A 3B 3C 3D 3E 3F + 0x00 | 0x00 | 0x00 | 0x00 | 0x10 | 0x00 | 0x40 | 0x00, + // 40 41 42 43 44 45 46 47 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 48 49 4A 4B 4C 4D 4E 4F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 50 51 52 53 54 55 56 57 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 58 59 5A 5B 5C 5D 5E 5F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 60 61 62 63 64 65 66 67 + 0x01 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 68 69 6A 6B 6C 6D 6E 6F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 70 71 72 73 74 75 76 77 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 78 79 7A 7B 7C 7D 7E 7F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x80, + // 80 81 82 83 84 85 86 87 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 88 89 8A 8B 8C 8D 8E 8F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 90 91 92 93 94 95 96 97 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 98 99 9A 9B 9C 9D 9E 9F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A0 A1 A2 A3 A4 A5 A6 A7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A8 A9 AA AB AC AD AE AF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B0 B1 B2 B3 B4 B5 B6 B7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B8 B9 BA BB BC BD BE BF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C0 C1 C2 C3 C4 C5 C6 C7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C8 C9 CA CB CC CD CE CF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D0 D1 D2 D3 D4 D5 D6 D7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D8 D9 DA DB DC DD DE DF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E0 E1 E2 E3 E4 E5 E6 E7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E8 E9 EA EB EC ED EE EF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F0 F1 F2 F3 F4 F5 F6 F7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F8 F9 FA FB FC FD FE FF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80}; + +constexpr uint8_t USERINFO_PERCENT_ENCODE[32] = { + // 00 01 02 03 04 05 06 07 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 08 09 0A 0B 0C 0D 0E 0F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 10 11 12 13 14 15 16 17 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 18 19 1A 1B 1C 1D 1E 1F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 20 21 22 23 24 25 26 27 + 0x01 | 0x00 | 0x04 | 0x08 | 0x00 | 0x00 | 0x00 | 0x00, + // 28 29 2A 2B 2C 2D 2E 2F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x80, + // 30 31 32 33 34 35 36 37 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 38 39 3A 3B 3C 3D 3E 3F + 0x00 | 0x00 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 40 41 42 43 44 45 46 47 + 0x01 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 48 49 4A 4B 4C 4D 4E 4F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 50 51 52 53 54 55 56 57 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 58 59 5A 5B 5C 5D 5E 5F + 0x00 | 0x00 | 0x00 | 0x08 | 0x10 | 0x20 | 0x40 | 0x00, + // 60 61 62 63 64 65 66 67 + 0x01 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 68 69 6A 6B 6C 6D 6E 6F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 70 71 72 73 74 75 76 77 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 78 79 7A 7B 7C 7D 7E 7F + 0x00 | 0x00 | 0x00 | 0x08 | 0x10 | 0x20 | 0x00 | 0x80, + // 80 81 82 83 84 85 86 87 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 88 89 8A 8B 8C 8D 8E 8F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 90 91 92 93 94 95 96 97 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 98 99 9A 9B 9C 9D 9E 9F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A0 A1 A2 A3 A4 A5 A6 A7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A8 A9 AA AB AC AD AE AF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B0 B1 B2 B3 B4 B5 B6 B7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B8 B9 BA BB BC BD BE BF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C0 C1 C2 C3 C4 C5 C6 C7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C8 C9 CA CB CC CD CE CF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D0 D1 D2 D3 D4 D5 D6 D7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D8 D9 DA DB DC DD DE DF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E0 E1 E2 E3 E4 E5 E6 E7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E8 E9 EA EB EC ED EE EF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F0 F1 F2 F3 F4 F5 F6 F7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F8 F9 FA FB FC FD FE FF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80}; + +constexpr uint8_t PATH_PERCENT_ENCODE[32] = { + // 00 01 02 03 04 05 06 07 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 08 09 0A 0B 0C 0D 0E 0F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 10 11 12 13 14 15 16 17 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 18 19 1A 1B 1C 1D 1E 1F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 20 21 22 23 24 25 26 27 + 0x01 | 0x00 | 0x04 | 0x08 | 0x00 | 0x00 | 0x00 | 0x00, + // 28 29 2A 2B 2C 2D 2E 2F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 30 31 32 33 34 35 36 37 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 38 39 3A 3B 3C 3D 3E 3F + 0x00 | 0x00 | 0x00 | 0x00 | 0x10 | 0x00 | 0x40 | 0x80, + // 40 41 42 43 44 45 46 47 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 48 49 4A 4B 4C 4D 4E 4F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 50 51 52 53 54 55 56 57 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 58 59 5A 5B 5C 5D 5E 5F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 60 61 62 63 64 65 66 67 + 0x01 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 68 69 6A 6B 6C 6D 6E 6F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 70 71 72 73 74 75 76 77 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 78 79 7A 7B 7C 7D 7E 7F + 0x00 | 0x00 | 0x00 | 0x08 | 0x00 | 0x20 | 0x00 | 0x80, + // 80 81 82 83 84 85 86 87 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 88 89 8A 8B 8C 8D 8E 8F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 90 91 92 93 94 95 96 97 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 98 99 9A 9B 9C 9D 9E 9F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A0 A1 A2 A3 A4 A5 A6 A7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A8 A9 AA AB AC AD AE AF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B0 B1 B2 B3 B4 B5 B6 B7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B8 B9 BA BB BC BD BE BF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C0 C1 C2 C3 C4 C5 C6 C7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C8 C9 CA CB CC CD CE CF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D0 D1 D2 D3 D4 D5 D6 D7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D8 D9 DA DB DC DD DE DF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E0 E1 E2 E3 E4 E5 E6 E7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E8 E9 EA EB EC ED EE EF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F0 F1 F2 F3 F4 F5 F6 F7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F8 F9 FA FB FC FD FE FF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80}; + +constexpr uint8_t WWW_FORM_URLENCODED_PERCENT_ENCODE[32] = { + // 00 01 02 03 04 05 06 07 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 08 09 0A 0B 0C 0D 0E 0F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 10 11 12 13 14 15 16 17 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 18 19 1A 1B 1C 1D 1E 1F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 20 21 22 23 24 25 26 27 + 0x00 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 28 29 2A 2B 2C 2D 2E 2F + 0x01 | 0x02 | 0x00 | 0x08 | 0x10 | 0x00 | 0x00 | 0x80, + // 30 31 32 33 34 35 36 37 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 38 39 3A 3B 3C 3D 3E 3F + 0x00 | 0x00 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 40 41 42 43 44 45 46 47 + 0x01 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 48 49 4A 4B 4C 4D 4E 4F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 50 51 52 53 54 55 56 57 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 58 59 5A 5B 5C 5D 5E 5F + 0x00 | 0x00 | 0x00 | 0x08 | 0x00 | 0x20 | 0x40 | 0x00, + // 60 61 62 63 64 65 66 67 + 0x01 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 68 69 6A 6B 6C 6D 6E 6F + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 70 71 72 73 74 75 76 77 + 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00 | 0x00, + // 78 79 7A 7B 7C 7D 7E 7F + 0x00 | 0x00 | 0x00 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 80 81 82 83 84 85 86 87 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 88 89 8A 8B 8C 8D 8E 8F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 90 91 92 93 94 95 96 97 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // 98 99 9A 9B 9C 9D 9E 9F + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A0 A1 A2 A3 A4 A5 A6 A7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // A8 A9 AA AB AC AD AE AF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B0 B1 B2 B3 B4 B5 B6 B7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // B8 B9 BA BB BC BD BE BF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C0 C1 C2 C3 C4 C5 C6 C7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // C8 C9 CA CB CC CD CE CF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D0 D1 D2 D3 D4 D5 D6 D7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // D8 D9 DA DB DC DD DE DF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E0 E1 E2 E3 E4 E5 E6 E7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // E8 E9 EA EB EC ED EE EF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F0 F1 F2 F3 F4 F5 F6 F7 + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80, + // F8 F9 FA FB FC FD FE FF + 0x01 | 0x02 | 0x04 | 0x08 | 0x10 | 0x20 | 0x40 | 0x80}; + +ada_really_inline constexpr bool bit_at(const uint8_t a[], const uint8_t i) { + return !!(a[i >> 3] & (1 << (i & 7))); +} + +} // namespace ada::character_sets + +#endif // ADA_CHARACTER_SETS_INL_H +/* end file include/ada/character_sets-inl.h */ +/* begin file include/ada/checkers-inl.h */ +/** + * @file checkers-inl.h + * @brief Definitions for URL specific checkers used within Ada. + */ +#ifndef ADA_CHECKERS_INL_H +#define ADA_CHECKERS_INL_H + +#include +#include + +namespace ada::checkers { + +constexpr bool has_hex_prefix_unsafe(std::string_view input) { + // This is actually efficient code, see has_hex_prefix for the assembly. + constexpr bool is_little_endian = std::endian::native == std::endian::little; + constexpr uint16_t word0x = 0x7830; + uint16_t two_first_bytes = + static_cast(input[0]) | + static_cast((static_cast(input[1]) << 8)); + if constexpr (is_little_endian) { + two_first_bytes |= 0x2000; + } else { + two_first_bytes |= 0x020; + } + return two_first_bytes == word0x; +} + +constexpr bool has_hex_prefix(std::string_view input) { + return input.size() >= 2 && has_hex_prefix_unsafe(input); +} + +constexpr bool is_digit(char x) noexcept { return (x >= '0') & (x <= '9'); } + +constexpr char to_lower(char x) noexcept { return (x | 0x20); } + +constexpr bool is_alpha(char x) noexcept { + return (to_lower(x) >= 'a') && (to_lower(x) <= 'z'); +} + +constexpr bool is_windows_drive_letter(std::string_view input) noexcept { + return input.size() >= 2 && + (is_alpha(input[0]) && ((input[1] == ':') || (input[1] == '|'))) && + ((input.size() == 2) || (input[2] == '/' || input[2] == '\\' || + input[2] == '?' || input[2] == '#')); +} + +constexpr bool +is_normalized_windows_drive_letter(std::string_view input) noexcept { + return input.size() >= 2 && (is_alpha(input[0]) && (input[1] == ':')); +} + +} // namespace ada::checkers + +#endif // ADA_CHECKERS_INL_H +/* end file include/ada/checkers-inl.h */ +/* begin file include/ada/log.h */ +/** + * @file log.h + * @brief Includes the definitions for logging. + * @private Excluded from docs through the doxygen file. + */ +#ifndef ADA_LOG_H +#define ADA_LOG_H + +// To enable logging, set ADA_LOGGING to 1: +#ifndef ADA_LOGGING +#define ADA_LOGGING 0 +#endif + +#if ADA_LOGGING +#include +#endif // ADA_LOGGING + +namespace ada { + +/** + * Log a message. If you want to have no overhead when logging is disabled, use + * the ada_log macro. + * @private + */ +template +constexpr ada_really_inline void log([[maybe_unused]] Args... args) { +#if ADA_LOGGING + ((std::cout << "ADA_LOG: ") << ... << args) << std::endl; +#endif // ADA_LOGGING +} +} // namespace ada + +#if ADA_LOGGING +#ifndef ada_log +#define ada_log(...) \ + do { \ + ada::log(__VA_ARGS__); \ + } while (0) +#endif // ada_log +#else +#define ada_log(...) +#endif // ADA_LOGGING + +#endif // ADA_LOG_H +/* end file include/ada/log.h */ +/* begin file include/ada/encoding_type.h */ +/** + * @file encoding_type.h + * @brief Definition for supported encoding types. + */ +#ifndef ADA_ENCODING_TYPE_H +#define ADA_ENCODING_TYPE_H + +#include + +namespace ada { + +/** + * This specification defines three encodings with the same names as encoding + * schemes defined in the Unicode standard: UTF-8, UTF-16LE, and UTF-16BE. + * + * @see https://encoding.spec.whatwg.org/#encodings + */ +enum class encoding_type { + UTF8, + UTF_16LE, + UTF_16BE, +}; + +/** + * Convert a encoding_type to string. + */ +ada_warn_unused std::string to_string(encoding_type type); + +} // namespace ada + +#endif // ADA_ENCODING_TYPE_H +/* end file include/ada/encoding_type.h */ +/* begin file include/ada/helpers.h */ +/** + * @file helpers.h + * @brief Definitions for helper functions used within Ada. + */ +#ifndef ADA_HELPERS_H +#define ADA_HELPERS_H + +/* begin file include/ada/url_base.h */ +/** + * @file url_base.h + * @brief Declaration for the basic URL definitions + */ +#ifndef ADA_URL_BASE_H +#define ADA_URL_BASE_H + +/* begin file include/ada/scheme.h */ +/** + * @file scheme.h + * @brief Declarations for the URL scheme. + */ +#ifndef ADA_SCHEME_H +#define ADA_SCHEME_H + +#include + +/** + * @namespace ada::scheme + * @brief Includes the scheme declarations + */ +namespace ada::scheme { + +/** + * Type of the scheme as an enum. + * Using strings to represent a scheme type is not ideal because + * checking for types involves string comparisons. It is faster to use + * a simple integer. + * In C++11, we are allowed to specify the underlying type of the enum. + * We pick an 8-bit integer (which allows up to 256 types). Specifying the + * type of the enum may help integration with other systems if the type + * variable is exposed (since its value will not depend on the compiler). + */ +enum type : uint8_t { + HTTP = 0, + NOT_SPECIAL = 1, + HTTPS = 2, + WS = 3, + FTP = 4, + WSS = 5, + FILE = 6 +}; + +/** + * A special scheme is an ASCII string that is listed in the first column of the + * following table. The default port for a special scheme is listed in the + * second column on the same row. The default port for any other ASCII string is + * null. + * + * @see https://url.spec.whatwg.org/#url-miscellaneous + * @param scheme + * @return If scheme is a special scheme + */ +ada_really_inline constexpr bool is_special(std::string_view scheme); + +/** + * A special scheme is an ASCII string that is listed in the first column of the + * following table. The default port for a special scheme is listed in the + * second column on the same row. The default port for any other ASCII string is + * null. + * + * @see https://url.spec.whatwg.org/#url-miscellaneous + * @param scheme + * @return The special port + */ +constexpr uint16_t get_special_port(std::string_view scheme) noexcept; + +/** + * Returns the port number of a special scheme. + * @see https://url.spec.whatwg.org/#special-scheme + */ +constexpr uint16_t get_special_port(ada::scheme::type type) noexcept; +/** + * Returns the scheme of an input, or NOT_SPECIAL if it's not a special scheme + * defined by the spec. + */ +constexpr ada::scheme::type get_scheme_type(std::string_view scheme) noexcept; + +} // namespace ada::scheme + +#endif // ADA_SCHEME_H +/* end file include/ada/scheme.h */ + +#include + +namespace ada { + +/** + * Type of URL host as an enum. + */ +enum url_host_type : uint8_t { + /** + * Represents common URLs such as "https://www.google.com" + */ + DEFAULT = 0, + /** + * Represents ipv4 addresses such as "http://127.0.0.1" + */ + IPV4 = 1, + /** + * Represents ipv6 addresses such as + * "http://[2001:db8:3333:4444:5555:6666:7777:8888]" + */ + IPV6 = 2, +}; + +/** + * @brief Base class of URL implementations + * + * @details A url_base contains a few attributes: is_valid, has_opaque_path and + * type. All non-trivial implementation details are in derived classes such as + * ada::url and ada::url_aggregator. + * + * It is an abstract class that cannot be instantiated directly. + */ +struct url_base { + virtual ~url_base() = default; + + /** + * Used for returning the validity from the result of the URL parser. + */ + bool is_valid{true}; + + /** + * A URL has an opaque path if its path is a string. + */ + bool has_opaque_path{false}; + + /** + * URL hosts type + */ + url_host_type host_type = url_host_type::DEFAULT; + + /** + * @private + */ + ada::scheme::type type{ada::scheme::type::NOT_SPECIAL}; + + /** + * A URL is special if its scheme is a special scheme. A URL is not special if + * its scheme is not a special scheme. + */ + [[nodiscard]] ada_really_inline constexpr bool is_special() const noexcept; + + /** + * The origin getter steps are to return the serialization of this's URL's + * origin. [HTML] + * @return a newly allocated string. + * @see https://url.spec.whatwg.org/#concept-url-origin + */ + [[nodiscard]] virtual std::string get_origin() const noexcept = 0; + + /** + * Returns true if this URL has a valid domain as per RFC 1034 and + * corresponding specifications. Among other things, it requires + * that the domain string has fewer than 255 octets. + */ + [[nodiscard]] virtual bool has_valid_domain() const noexcept = 0; + + /** + * @private + * + * Return the 'special port' if the URL is special and not 'file'. + * Returns 0 otherwise. + */ + [[nodiscard]] inline uint16_t get_special_port() const noexcept; + + /** + * @private + * + * Get the default port if the url's scheme has one, returns 0 otherwise. + */ + [[nodiscard]] ada_really_inline uint16_t scheme_default_port() const noexcept; + + /** + * @private + * + * Parse a port (16-bit decimal digit) from the provided input. + * We assume that the input does not contain spaces or tabs + * within the ASCII digits. + * It returns how many bytes were consumed when a number is successfully + * parsed. + * @return On failure, it returns zero. + * @see https://url.spec.whatwg.org/#host-parsing + */ + virtual size_t parse_port(std::string_view view, + bool check_trailing_content) noexcept = 0; + + virtual ada_really_inline size_t parse_port(std::string_view view) noexcept { + return this->parse_port(view, false); + } + + /** + * Returns a JSON string representation of this URL. + */ + [[nodiscard]] virtual std::string to_string() const = 0; + + /** @private */ + virtual inline void clear_pathname() = 0; + + /** @private */ + virtual inline void clear_search() = 0; + + /** @private */ + [[nodiscard]] virtual inline bool has_hash() const noexcept = 0; + + /** @private */ + [[nodiscard]] virtual inline bool has_search() const noexcept = 0; + +}; // url_base + +} // namespace ada + +#endif +/* end file include/ada/url_base.h */ + +#include +#include + +#if ADA_DEVELOPMENT_CHECKS +#include +#endif // ADA_DEVELOPMENT_CHECKS + +/** + * These functions are not part of our public API and may + * change at any time. + * + * @private + * @namespace ada::helpers + * @brief Includes the definitions for helper functions + */ +namespace ada::helpers { + +/** + * @private + */ +template +void encode_json(std::string_view view, out_iter out); + +/** + * @private + * This function is used to prune a fragment from a url, and returning the + * removed string if input has fragment. + * + * @details prune_hash seeks the first '#' and returns everything after it + * as a string_view, and modifies (in place) the input so that it points at + * everything before the '#'. If no '#' is found, the input is left unchanged + * and std::nullopt is returned. + * + * @attention The function is non-allocating and it does not throw. + * @returns Note that the returned string_view might be empty! + */ +ada_really_inline std::optional +prune_hash(std::string_view &input) noexcept; + +/** + * @private + * Defined by the URL specification, shorten a URLs paths. + * @see https://url.spec.whatwg.org/#shorten-a-urls-path + * @returns Returns true if path is shortened. + */ +ada_really_inline bool shorten_path(std::string &path, + ada::scheme::type type) noexcept; + +/** + * @private + * Defined by the URL specification, shorten a URLs paths. + * @see https://url.spec.whatwg.org/#shorten-a-urls-path + * @returns Returns true if path is shortened. + */ +ada_really_inline bool shorten_path(std::string_view &path, + ada::scheme::type type) noexcept; + +/** + * @private + * + * Parse the path from the provided input and append to the existing + * (possibly empty) path. The input cannot contain tabs and spaces: it + * is the user's responsibility to check. + * + * The input is expected to be UTF-8. + * + * @see https://url.spec.whatwg.org/ + */ +ada_really_inline void parse_prepared_path(std::string_view input, + ada::scheme::type type, + std::string &path); + +/** + * @private + * Remove and mutate all ASCII tab or newline characters from an input. + */ +ada_really_inline void remove_ascii_tab_or_newline(std::string &input) noexcept; + +/** + * @private + * Return the substring from input going from index pos to the end. + * This function cannot throw. + */ +ada_really_inline constexpr std::string_view substring(std::string_view input, + size_t pos) noexcept; + +/** + * @private + * Returns true if the string_view points within the string. + */ +bool overlaps(std::string_view input1, const std::string &input2) noexcept; + +/** + * @private + * Return the substring from input going from index pos1 to the pos2 (non + * included). The length of the substring is pos2 - pos1. + */ +ada_really_inline constexpr std::string_view +substring(std::string_view input, size_t pos1, size_t pos2) noexcept { +#if ADA_DEVELOPMENT_CHECKS + if (pos2 < pos1) { + std::cerr << "Negative-length substring: [" << pos1 << " to " << pos2 << ")" + << std::endl; + abort(); + } +#endif + return input.substr(pos1, pos2 - pos1); +} + +/** + * @private + * Modify the string_view so that it has the new size pos, assuming that pos <= + * input.size(). This function cannot throw. + */ +ada_really_inline void resize(std::string_view &input, size_t pos) noexcept; + +/** + * @private + * Returns a host's delimiter location depending on the state of the instance, + * and whether a colon was found outside brackets. Used by the host parser. + */ +ada_really_inline std::pair +get_host_delimiter_location(bool is_special, std::string_view &view) noexcept; + +/** + * @private + * Removes leading and trailing C0 control and whitespace characters from + * string. + */ +void trim_c0_whitespace(std::string_view &input) noexcept; + +/** + * @private + * @see + * https://url.spec.whatwg.org/#potentially-strip-trailing-spaces-from-an-opaque-path + */ +template +ada_really_inline void +strip_trailing_spaces_from_opaque_path(url_type &url) noexcept; + +/** + * @private + * Finds the delimiter of a view in authority state. + */ +ada_really_inline size_t +find_authority_delimiter_special(std::string_view view) noexcept; + +/** + * @private + * Finds the delimiter of a view in authority state. + */ +ada_really_inline size_t +find_authority_delimiter(std::string_view view) noexcept; + +/** + * @private + */ +template +inline void inner_concat(std::string &buffer, T t) { + buffer.append(t); +} + +/** + * @private + */ +template +inline void inner_concat(std::string &buffer, T t, Args... args) { + buffer.append(t); + return inner_concat(buffer, args...); +} + +/** + * @private + * Concatenate the arguments and return a string. + * @returns a string + */ +template std::string concat(Args... args) { + std::string answer; + inner_concat(answer, args...); + return answer; +} + +/** + * @private + * @return Number of leading zeroes. + */ +inline int leading_zeroes(uint32_t input_num) noexcept { +#if ADA_REGULAR_VISUAL_STUDIO + unsigned long leading_zero(0); + unsigned long in(input_num); + return _BitScanReverse(&leading_zero, in) ? int(31 - leading_zero) : 32; +#else + return __builtin_clz(input_num); +#endif // ADA_REGULAR_VISUAL_STUDIO +} + +/** + * @private + * Counts the number of decimal digits necessary to represent x. + * faster than std::to_string(x).size(). + * @return digit count + */ +inline int fast_digit_count(uint32_t x) noexcept { + auto int_log2 = [](uint32_t z) -> int { + return 31 - ada::helpers::leading_zeroes(z | 1); + }; + // Compiles to very few instructions. Note that the + // table is static and thus effectively a constant. + // We leave it inside the function because it is meaningless + // outside of it (this comes at no performance cost). + const static uint64_t table[] = { + 4294967296, 8589934582, 8589934582, 8589934582, 12884901788, + 12884901788, 12884901788, 17179868184, 17179868184, 17179868184, + 21474826480, 21474826480, 21474826480, 21474826480, 25769703776, + 25769703776, 25769703776, 30063771072, 30063771072, 30063771072, + 34349738368, 34349738368, 34349738368, 34349738368, 38554705664, + 38554705664, 38554705664, 41949672960, 41949672960, 41949672960, + 42949672960, 42949672960}; + return int((x + table[int_log2(x)]) >> 32); +} +} // namespace ada::helpers + +#endif // ADA_HELPERS_H +/* end file include/ada/helpers.h */ +/* begin file include/ada/parser.h */ +/** + * @file parser.h + * @brief Definitions for the parser. + */ +#ifndef ADA_PARSER_H +#define ADA_PARSER_H + +#include +#include + +/* begin file include/ada/expected.h */ +/** + * @file expected.h + * @brief Definitions for std::expected + * @private Excluded from docs through the doxygen file. + */ +/// +// expected - An implementation of std::expected with extensions +// Written in 2017 by Sy Brand (tartanllama@gmail.com, @TartanLlama) +// +// Documentation available at http://tl.tartanllama.xyz/ +// +// To the extent possible under law, the author(s) have dedicated all +// copyright and related and neighboring rights to this software to the +// public domain worldwide. This software is distributed without any warranty. +// +// You should have received a copy of the CC0 Public Domain Dedication +// along with this software. If not, see +// . +/// + +#ifndef TL_EXPECTED_HPP +#define TL_EXPECTED_HPP + +#define TL_EXPECTED_VERSION_MAJOR 1 +#define TL_EXPECTED_VERSION_MINOR 1 +#define TL_EXPECTED_VERSION_PATCH 0 + +#include +#include +#include +#include + +#if defined(__EXCEPTIONS) || defined(_CPPUNWIND) +#define TL_EXPECTED_EXCEPTIONS_ENABLED +#endif + +#if (defined(_MSC_VER) && _MSC_VER == 1900) +#define TL_EXPECTED_MSVC2015 +#define TL_EXPECTED_MSVC2015_CONSTEXPR +#else +#define TL_EXPECTED_MSVC2015_CONSTEXPR constexpr +#endif + +#if (defined(__GNUC__) && __GNUC__ == 4 && __GNUC_MINOR__ <= 9 && \ + !defined(__clang__)) +#define TL_EXPECTED_GCC49 +#endif + +#if (defined(__GNUC__) && __GNUC__ == 5 && __GNUC_MINOR__ <= 4 && \ + !defined(__clang__)) +#define TL_EXPECTED_GCC54 +#endif + +#if (defined(__GNUC__) && __GNUC__ == 5 && __GNUC_MINOR__ <= 5 && \ + !defined(__clang__)) +#define TL_EXPECTED_GCC55 +#endif + +#if !defined(TL_ASSERT) +// can't have assert in constexpr in C++11 and GCC 4.9 has a compiler bug +#if (__cplusplus > 201103L) && !defined(TL_EXPECTED_GCC49) +#include +#define TL_ASSERT(x) assert(x) +#else +#define TL_ASSERT(x) +#endif +#endif + +#if (defined(__GNUC__) && __GNUC__ == 4 && __GNUC_MINOR__ <= 9 && \ + !defined(__clang__)) +// GCC < 5 doesn't support overloading on const&& for member functions + +#define TL_EXPECTED_NO_CONSTRR +// GCC < 5 doesn't support some standard C++11 type traits +#define TL_EXPECTED_IS_TRIVIALLY_COPY_CONSTRUCTIBLE(T) \ + std::has_trivial_copy_constructor +#define TL_EXPECTED_IS_TRIVIALLY_COPY_ASSIGNABLE(T) \ + std::has_trivial_copy_assign + +// This one will be different for GCC 5.7 if it's ever supported +#define TL_EXPECTED_IS_TRIVIALLY_DESTRUCTIBLE(T) \ + std::is_trivially_destructible + +// GCC 5 < v < 8 has a bug in is_trivially_copy_constructible which breaks +// std::vector for non-copyable types +#elif (defined(__GNUC__) && __GNUC__ < 8 && !defined(__clang__)) +#ifndef TL_GCC_LESS_8_TRIVIALLY_COPY_CONSTRUCTIBLE_MUTEX +#define TL_GCC_LESS_8_TRIVIALLY_COPY_CONSTRUCTIBLE_MUTEX +namespace tl { +namespace detail { +template +struct is_trivially_copy_constructible + : std::is_trivially_copy_constructible {}; +#ifdef _GLIBCXX_VECTOR +template +struct is_trivially_copy_constructible> : std::false_type {}; +#endif +} // namespace detail +} // namespace tl +#endif + +#define TL_EXPECTED_IS_TRIVIALLY_COPY_CONSTRUCTIBLE(T) \ + tl::detail::is_trivially_copy_constructible +#define TL_EXPECTED_IS_TRIVIALLY_COPY_ASSIGNABLE(T) \ + std::is_trivially_copy_assignable +#define TL_EXPECTED_IS_TRIVIALLY_DESTRUCTIBLE(T) \ + std::is_trivially_destructible +#else +#define TL_EXPECTED_IS_TRIVIALLY_COPY_CONSTRUCTIBLE(T) \ + std::is_trivially_copy_constructible +#define TL_EXPECTED_IS_TRIVIALLY_COPY_ASSIGNABLE(T) \ + std::is_trivially_copy_assignable +#define TL_EXPECTED_IS_TRIVIALLY_DESTRUCTIBLE(T) \ + std::is_trivially_destructible +#endif + +#if __cplusplus > 201103L +#define TL_EXPECTED_CXX14 +#endif + +#ifdef TL_EXPECTED_GCC49 +#define TL_EXPECTED_GCC49_CONSTEXPR +#else +#define TL_EXPECTED_GCC49_CONSTEXPR constexpr +#endif + +#if (__cplusplus == 201103L || defined(TL_EXPECTED_MSVC2015) || \ + defined(TL_EXPECTED_GCC49)) +#define TL_EXPECTED_11_CONSTEXPR +#else +#define TL_EXPECTED_11_CONSTEXPR constexpr +#endif + +namespace tl { +template class expected; + +#ifndef TL_MONOSTATE_INPLACE_MUTEX +#define TL_MONOSTATE_INPLACE_MUTEX +class monostate {}; + +struct in_place_t { + explicit in_place_t() = default; +}; +static constexpr in_place_t in_place{}; +#endif + +template class unexpected { +public: + static_assert(!std::is_same::value, "E must not be void"); + + unexpected() = delete; + constexpr explicit unexpected(const E &e) : m_val(e) {} + + constexpr explicit unexpected(E &&e) : m_val(std::move(e)) {} + + template ::value>::type * = nullptr> + constexpr explicit unexpected(Args &&...args) + : m_val(std::forward(args)...) {} + template < + class U, class... Args, + typename std::enable_if &, Args &&...>::value>::type * = nullptr> + constexpr explicit unexpected(std::initializer_list l, Args &&...args) + : m_val(l, std::forward(args)...) {} + + constexpr const E &value() const & { return m_val; } + TL_EXPECTED_11_CONSTEXPR E &value() & { return m_val; } + TL_EXPECTED_11_CONSTEXPR E &&value() && { return std::move(m_val); } + constexpr const E &&value() const && { return std::move(m_val); } + +private: + E m_val; +}; + +#ifdef __cpp_deduction_guides +template unexpected(E) -> unexpected; +#endif + +template +constexpr bool operator==(const unexpected &lhs, const unexpected &rhs) { + return lhs.value() == rhs.value(); +} +template +constexpr bool operator!=(const unexpected &lhs, const unexpected &rhs) { + return lhs.value() != rhs.value(); +} +template +constexpr bool operator<(const unexpected &lhs, const unexpected &rhs) { + return lhs.value() < rhs.value(); +} +template +constexpr bool operator<=(const unexpected &lhs, const unexpected &rhs) { + return lhs.value() <= rhs.value(); +} +template +constexpr bool operator>(const unexpected &lhs, const unexpected &rhs) { + return lhs.value() > rhs.value(); +} +template +constexpr bool operator>=(const unexpected &lhs, const unexpected &rhs) { + return lhs.value() >= rhs.value(); +} + +template +unexpected::type> make_unexpected(E &&e) { + return unexpected::type>(std::forward(e)); +} + +struct unexpect_t { + unexpect_t() = default; +}; +static constexpr unexpect_t unexpect{}; + +namespace detail { +template +[[noreturn]] TL_EXPECTED_11_CONSTEXPR void throw_exception(E &&e) { +#ifdef TL_EXPECTED_EXCEPTIONS_ENABLED + throw std::forward(e); +#else + (void)e; +#ifdef _MSC_VER + __assume(0); +#else + __builtin_unreachable(); +#endif +#endif +} + +#ifndef TL_TRAITS_MUTEX +#define TL_TRAITS_MUTEX +// C++14-style aliases for brevity +template using remove_const_t = typename std::remove_const::type; +template +using remove_reference_t = typename std::remove_reference::type; +template using decay_t = typename std::decay::type; +template +using enable_if_t = typename std::enable_if::type; +template +using conditional_t = typename std::conditional::type; + +// std::conjunction from C++17 +template struct conjunction : std::true_type {}; +template struct conjunction : B {}; +template +struct conjunction + : std::conditional, B>::type {}; + +#if defined(_LIBCPP_VERSION) && __cplusplus == 201103L +#define TL_TRAITS_LIBCXX_MEM_FN_WORKAROUND +#endif + +// In C++11 mode, there's an issue in libc++'s std::mem_fn +// which results in a hard-error when using it in a noexcept expression +// in some cases. This is a check to workaround the common failing case. +#ifdef TL_TRAITS_LIBCXX_MEM_FN_WORKAROUND +template +struct is_pointer_to_non_const_member_func : std::false_type {}; +template +struct is_pointer_to_non_const_member_func + : std::true_type {}; +template +struct is_pointer_to_non_const_member_func + : std::true_type {}; +template +struct is_pointer_to_non_const_member_func + : std::true_type {}; +template +struct is_pointer_to_non_const_member_func + : std::true_type {}; +template +struct is_pointer_to_non_const_member_func + : std::true_type {}; +template +struct is_pointer_to_non_const_member_func + : std::true_type {}; + +template struct is_const_or_const_ref : std::false_type {}; +template struct is_const_or_const_ref : std::true_type {}; +template struct is_const_or_const_ref : std::true_type {}; +#endif + +// std::invoke from C++17 +// https://stackoverflow.com/questions/38288042/c11-14-invoke-workaround +template < + typename Fn, typename... Args, +#ifdef TL_TRAITS_LIBCXX_MEM_FN_WORKAROUND + typename = enable_if_t::value && + is_const_or_const_ref::value)>, +#endif + typename = enable_if_t>::value>, int = 0> +constexpr auto invoke(Fn &&f, Args &&...args) noexcept( + noexcept(std::mem_fn(f)(std::forward(args)...))) + -> decltype(std::mem_fn(f)(std::forward(args)...)) { + return std::mem_fn(f)(std::forward(args)...); +} + +template >::value>> +constexpr auto invoke(Fn &&f, Args &&...args) noexcept( + noexcept(std::forward(f)(std::forward(args)...))) + -> decltype(std::forward(f)(std::forward(args)...)) { + return std::forward(f)(std::forward(args)...); +} + +// std::invoke_result from C++17 +template struct invoke_result_impl; + +template +struct invoke_result_impl< + F, + decltype(detail::invoke(std::declval(), std::declval()...), void()), + Us...> { + using type = + decltype(detail::invoke(std::declval(), std::declval()...)); +}; + +template +using invoke_result = invoke_result_impl; + +template +using invoke_result_t = typename invoke_result::type; + +#if defined(_MSC_VER) && _MSC_VER <= 1900 +// TODO make a version which works with MSVC 2015 +template struct is_swappable : std::true_type {}; + +template struct is_nothrow_swappable : std::true_type {}; +#else +// https://stackoverflow.com/questions/26744589/what-is-a-proper-way-to-implement-is-swappable-to-test-for-the-swappable-concept +namespace swap_adl_tests { +// if swap ADL finds this then it would call std::swap otherwise (same +// signature) +struct tag {}; + +template tag swap(T &, T &); +template tag swap(T (&a)[N], T (&b)[N]); + +// helper functions to test if an unqualified swap is possible, and if it +// becomes std::swap +template std::false_type can_swap(...) noexcept(false); +template (), std::declval()))> +std::true_type can_swap(int) noexcept(noexcept(swap(std::declval(), + std::declval()))); + +template std::false_type uses_std(...); +template +std::is_same(), std::declval())), tag> +uses_std(int); + +template +struct is_std_swap_noexcept + : std::integral_constant::value && + std::is_nothrow_move_assignable::value> {}; + +template +struct is_std_swap_noexcept : is_std_swap_noexcept {}; + +template +struct is_adl_swap_noexcept + : std::integral_constant(0))> {}; +} // namespace swap_adl_tests + +template +struct is_swappable + : std::integral_constant< + bool, + decltype(detail::swap_adl_tests::can_swap(0))::value && + (!decltype(detail::swap_adl_tests::uses_std(0))::value || + (std::is_move_assignable::value && + std::is_move_constructible::value))> {}; + +template +struct is_swappable + : std::integral_constant< + bool, + decltype(detail::swap_adl_tests::can_swap(0))::value && + (!decltype(detail::swap_adl_tests::uses_std( + 0))::value || + is_swappable::value)> {}; + +template +struct is_nothrow_swappable + : std::integral_constant< + bool, + is_swappable::value && + ((decltype(detail::swap_adl_tests::uses_std(0))::value && + detail::swap_adl_tests::is_std_swap_noexcept::value) || + (!decltype(detail::swap_adl_tests::uses_std(0))::value && + detail::swap_adl_tests::is_adl_swap_noexcept::value))> {}; +#endif +#endif + +// Trait for checking if a type is a tl::expected +template struct is_expected_impl : std::false_type {}; +template +struct is_expected_impl> : std::true_type {}; +template using is_expected = is_expected_impl>; + +template +using expected_enable_forward_value = detail::enable_if_t< + std::is_constructible::value && + !std::is_same, in_place_t>::value && + !std::is_same, detail::decay_t>::value && + !std::is_same, detail::decay_t>::value>; + +template +using expected_enable_from_other = detail::enable_if_t< + std::is_constructible::value && + std::is_constructible::value && + !std::is_constructible &>::value && + !std::is_constructible &&>::value && + !std::is_constructible &>::value && + !std::is_constructible &&>::value && + !std::is_convertible &, T>::value && + !std::is_convertible &&, T>::value && + !std::is_convertible &, T>::value && + !std::is_convertible &&, T>::value>; + +template +using is_void_or = conditional_t::value, std::true_type, U>; + +template +using is_copy_constructible_or_void = + is_void_or>; + +template +using is_move_constructible_or_void = + is_void_or>; + +template +using is_copy_assignable_or_void = is_void_or>; + +template +using is_move_assignable_or_void = is_void_or>; + +} // namespace detail + +namespace detail { +struct no_init_t {}; +static constexpr no_init_t no_init{}; + +// Implements the storage of the values, and ensures that the destructor is +// trivial if it can be. +// +// This specialization is for where neither `T` or `E` is trivially +// destructible, so the destructors must be called on destruction of the +// `expected` +template ::value, + bool = std::is_trivially_destructible::value> +struct expected_storage_base { + constexpr expected_storage_base() : m_val(T{}), m_has_val(true) {} + constexpr expected_storage_base(no_init_t) : m_no_init(), m_has_val(false) {} + + template ::value> * = + nullptr> + constexpr expected_storage_base(in_place_t, Args &&...args) + : m_val(std::forward(args)...), m_has_val(true) {} + + template &, Args &&...>::value> * = nullptr> + constexpr expected_storage_base(in_place_t, std::initializer_list il, + Args &&...args) + : m_val(il, std::forward(args)...), m_has_val(true) {} + template ::value> * = + nullptr> + constexpr explicit expected_storage_base(unexpect_t, Args &&...args) + : m_unexpect(std::forward(args)...), m_has_val(false) {} + + template &, Args &&...>::value> * = nullptr> + constexpr explicit expected_storage_base(unexpect_t, + std::initializer_list il, + Args &&...args) + : m_unexpect(il, std::forward(args)...), m_has_val(false) {} + + ~expected_storage_base() { + if (m_has_val) { + m_val.~T(); + } else { + m_unexpect.~unexpected(); + } + } + union { + T m_val; + unexpected m_unexpect; + char m_no_init; + }; + bool m_has_val; +}; + +// This specialization is for when both `T` and `E` are trivially-destructible, +// so the destructor of the `expected` can be trivial. +template struct expected_storage_base { + constexpr expected_storage_base() : m_val(T{}), m_has_val(true) {} + constexpr expected_storage_base(no_init_t) : m_no_init(), m_has_val(false) {} + + template ::value> * = + nullptr> + constexpr expected_storage_base(in_place_t, Args &&...args) + : m_val(std::forward(args)...), m_has_val(true) {} + + template &, Args &&...>::value> * = nullptr> + constexpr expected_storage_base(in_place_t, std::initializer_list il, + Args &&...args) + : m_val(il, std::forward(args)...), m_has_val(true) {} + template ::value> * = + nullptr> + constexpr explicit expected_storage_base(unexpect_t, Args &&...args) + : m_unexpect(std::forward(args)...), m_has_val(false) {} + + template &, Args &&...>::value> * = nullptr> + constexpr explicit expected_storage_base(unexpect_t, + std::initializer_list il, + Args &&...args) + : m_unexpect(il, std::forward(args)...), m_has_val(false) {} + + ~expected_storage_base() = default; + union { + T m_val; + unexpected m_unexpect; + char m_no_init; + }; + bool m_has_val; +}; + +// T is trivial, E is not. +template struct expected_storage_base { + constexpr expected_storage_base() : m_val(T{}), m_has_val(true) {} + TL_EXPECTED_MSVC2015_CONSTEXPR expected_storage_base(no_init_t) + : m_no_init(), m_has_val(false) {} + + template ::value> * = + nullptr> + constexpr expected_storage_base(in_place_t, Args &&...args) + : m_val(std::forward(args)...), m_has_val(true) {} + + template &, Args &&...>::value> * = nullptr> + constexpr expected_storage_base(in_place_t, std::initializer_list il, + Args &&...args) + : m_val(il, std::forward(args)...), m_has_val(true) {} + template ::value> * = + nullptr> + constexpr explicit expected_storage_base(unexpect_t, Args &&...args) + : m_unexpect(std::forward(args)...), m_has_val(false) {} + + template &, Args &&...>::value> * = nullptr> + constexpr explicit expected_storage_base(unexpect_t, + std::initializer_list il, + Args &&...args) + : m_unexpect(il, std::forward(args)...), m_has_val(false) {} + + ~expected_storage_base() { + if (!m_has_val) { + m_unexpect.~unexpected(); + } + } + + union { + T m_val; + unexpected m_unexpect; + char m_no_init; + }; + bool m_has_val; +}; + +// E is trivial, T is not. +template struct expected_storage_base { + constexpr expected_storage_base() : m_val(T{}), m_has_val(true) {} + constexpr expected_storage_base(no_init_t) : m_no_init(), m_has_val(false) {} + + template ::value> * = + nullptr> + constexpr expected_storage_base(in_place_t, Args &&...args) + : m_val(std::forward(args)...), m_has_val(true) {} + + template &, Args &&...>::value> * = nullptr> + constexpr expected_storage_base(in_place_t, std::initializer_list il, + Args &&...args) + : m_val(il, std::forward(args)...), m_has_val(true) {} + template ::value> * = + nullptr> + constexpr explicit expected_storage_base(unexpect_t, Args &&...args) + : m_unexpect(std::forward(args)...), m_has_val(false) {} + + template &, Args &&...>::value> * = nullptr> + constexpr explicit expected_storage_base(unexpect_t, + std::initializer_list il, + Args &&...args) + : m_unexpect(il, std::forward(args)...), m_has_val(false) {} + + ~expected_storage_base() { + if (m_has_val) { + m_val.~T(); + } + } + union { + T m_val; + unexpected m_unexpect; + char m_no_init; + }; + bool m_has_val; +}; + +// `T` is `void`, `E` is trivially-destructible +template struct expected_storage_base { +#if __GNUC__ <= 5 +// no constexpr for GCC 4/5 bug +#else + TL_EXPECTED_MSVC2015_CONSTEXPR +#endif + expected_storage_base() : m_has_val(true) {} + + constexpr expected_storage_base(no_init_t) : m_val(), m_has_val(false) {} + + constexpr expected_storage_base(in_place_t) : m_has_val(true) {} + + template ::value> * = + nullptr> + constexpr explicit expected_storage_base(unexpect_t, Args &&...args) + : m_unexpect(std::forward(args)...), m_has_val(false) {} + + template &, Args &&...>::value> * = nullptr> + constexpr explicit expected_storage_base(unexpect_t, + std::initializer_list il, + Args &&...args) + : m_unexpect(il, std::forward(args)...), m_has_val(false) {} + + ~expected_storage_base() = default; + struct dummy {}; + union { + unexpected m_unexpect; + dummy m_val; + }; + bool m_has_val; +}; + +// `T` is `void`, `E` is not trivially-destructible +template struct expected_storage_base { + constexpr expected_storage_base() : m_dummy(), m_has_val(true) {} + constexpr expected_storage_base(no_init_t) : m_dummy(), m_has_val(false) {} + + constexpr expected_storage_base(in_place_t) : m_dummy(), m_has_val(true) {} + + template ::value> * = + nullptr> + constexpr explicit expected_storage_base(unexpect_t, Args &&...args) + : m_unexpect(std::forward(args)...), m_has_val(false) {} + + template &, Args &&...>::value> * = nullptr> + constexpr explicit expected_storage_base(unexpect_t, + std::initializer_list il, + Args &&...args) + : m_unexpect(il, std::forward(args)...), m_has_val(false) {} + + ~expected_storage_base() { + if (!m_has_val) { + m_unexpect.~unexpected(); + } + } + + union { + unexpected m_unexpect; + char m_dummy; + }; + bool m_has_val; +}; + +// This base class provides some handy member functions which can be used in +// further derived classes +template +struct expected_operations_base : expected_storage_base { + using expected_storage_base::expected_storage_base; + + template void construct(Args &&...args) noexcept { + new (std::addressof(this->m_val)) T(std::forward(args)...); + this->m_has_val = true; + } + + template void construct_with(Rhs &&rhs) noexcept { + new (std::addressof(this->m_val)) T(std::forward(rhs).get()); + this->m_has_val = true; + } + + template void construct_error(Args &&...args) noexcept { + new (std::addressof(this->m_unexpect)) + unexpected(std::forward(args)...); + this->m_has_val = false; + } + +#ifdef TL_EXPECTED_EXCEPTIONS_ENABLED + + // These assign overloads ensure that the most efficient assignment + // implementation is used while maintaining the strong exception guarantee. + // The problematic case is where rhs has a value, but *this does not. + // + // This overload handles the case where we can just copy-construct `T` + // directly into place without throwing. + template ::value> + * = nullptr> + void assign(const expected_operations_base &rhs) noexcept { + if (!this->m_has_val && rhs.m_has_val) { + geterr().~unexpected(); + construct(rhs.get()); + } else { + assign_common(rhs); + } + } + + // This overload handles the case where we can attempt to create a copy of + // `T`, then no-throw move it into place if the copy was successful. + template ::value && + std::is_nothrow_move_constructible::value> + * = nullptr> + void assign(const expected_operations_base &rhs) noexcept { + if (!this->m_has_val && rhs.m_has_val) { + T tmp = rhs.get(); + geterr().~unexpected(); + construct(std::move(tmp)); + } else { + assign_common(rhs); + } + } + + // This overload is the worst-case, where we have to move-construct the + // unexpected value into temporary storage, then try to copy the T into place. + // If the construction succeeds, then everything is fine, but if it throws, + // then we move the old unexpected value back into place before rethrowing the + // exception. + template ::value && + !std::is_nothrow_move_constructible::value> + * = nullptr> + void assign(const expected_operations_base &rhs) { + if (!this->m_has_val && rhs.m_has_val) { + auto tmp = std::move(geterr()); + geterr().~unexpected(); + +#ifdef TL_EXPECTED_EXCEPTIONS_ENABLED + try { + construct(rhs.get()); + } catch (...) { + geterr() = std::move(tmp); + throw; + } +#else + construct(rhs.get()); +#endif + } else { + assign_common(rhs); + } + } + + // These overloads do the same as above, but for rvalues + template ::value> + * = nullptr> + void assign(expected_operations_base &&rhs) noexcept { + if (!this->m_has_val && rhs.m_has_val) { + geterr().~unexpected(); + construct(std::move(rhs).get()); + } else { + assign_common(std::move(rhs)); + } + } + + template ::value> + * = nullptr> + void assign(expected_operations_base &&rhs) { + if (!this->m_has_val && rhs.m_has_val) { + auto tmp = std::move(geterr()); + geterr().~unexpected(); +#ifdef TL_EXPECTED_EXCEPTIONS_ENABLED + try { + construct(std::move(rhs).get()); + } catch (...) { + geterr() = std::move(tmp); + throw; + } +#else + construct(std::move(rhs).get()); +#endif + } else { + assign_common(std::move(rhs)); + } + } + +#else + + // If exceptions are disabled then we can just copy-construct + void assign(const expected_operations_base &rhs) noexcept { + if (!this->m_has_val && rhs.m_has_val) { + geterr().~unexpected(); + construct(rhs.get()); + } else { + assign_common(rhs); + } + } + + void assign(expected_operations_base &&rhs) noexcept { + if (!this->m_has_val && rhs.m_has_val) { + geterr().~unexpected(); + construct(std::move(rhs).get()); + } else { + assign_common(std::move(rhs)); + } + } + +#endif + + // The common part of move/copy assigning + template void assign_common(Rhs &&rhs) { + if (this->m_has_val) { + if (rhs.m_has_val) { + get() = std::forward(rhs).get(); + } else { + destroy_val(); + construct_error(std::forward(rhs).geterr()); + } + } else { + if (!rhs.m_has_val) { + geterr() = std::forward(rhs).geterr(); + } + } + } + + bool has_value() const { return this->m_has_val; } + + TL_EXPECTED_11_CONSTEXPR T &get() & { return this->m_val; } + constexpr const T &get() const & { return this->m_val; } + TL_EXPECTED_11_CONSTEXPR T &&get() && { return std::move(this->m_val); } +#ifndef TL_EXPECTED_NO_CONSTRR + constexpr const T &&get() const && { return std::move(this->m_val); } +#endif + + TL_EXPECTED_11_CONSTEXPR unexpected &geterr() & { + return this->m_unexpect; + } + constexpr const unexpected &geterr() const & { return this->m_unexpect; } + TL_EXPECTED_11_CONSTEXPR unexpected &&geterr() && { + return std::move(this->m_unexpect); + } +#ifndef TL_EXPECTED_NO_CONSTRR + constexpr const unexpected &&geterr() const && { + return std::move(this->m_unexpect); + } +#endif + + TL_EXPECTED_11_CONSTEXPR void destroy_val() { get().~T(); } +}; + +// This base class provides some handy member functions which can be used in +// further derived classes +template +struct expected_operations_base : expected_storage_base { + using expected_storage_base::expected_storage_base; + + template void construct() noexcept { this->m_has_val = true; } + + // This function doesn't use its argument, but needs it so that code in + // levels above this can work independently of whether T is void + template void construct_with(Rhs &&) noexcept { + this->m_has_val = true; + } + + template void construct_error(Args &&...args) noexcept { + new (std::addressof(this->m_unexpect)) + unexpected(std::forward(args)...); + this->m_has_val = false; + } + + template void assign(Rhs &&rhs) noexcept { + if (!this->m_has_val) { + if (rhs.m_has_val) { + geterr().~unexpected(); + construct(); + } else { + geterr() = std::forward(rhs).geterr(); + } + } else { + if (!rhs.m_has_val) { + construct_error(std::forward(rhs).geterr()); + } + } + } + + bool has_value() const { return this->m_has_val; } + + TL_EXPECTED_11_CONSTEXPR unexpected &geterr() & { + return this->m_unexpect; + } + constexpr const unexpected &geterr() const & { return this->m_unexpect; } + TL_EXPECTED_11_CONSTEXPR unexpected &&geterr() && { + return std::move(this->m_unexpect); + } +#ifndef TL_EXPECTED_NO_CONSTRR + constexpr const unexpected &&geterr() const && { + return std::move(this->m_unexpect); + } +#endif + + TL_EXPECTED_11_CONSTEXPR void destroy_val() { + // no-op + } +}; + +// This class manages conditionally having a trivial copy constructor +// This specialization is for when T and E are trivially copy constructible +template ::value && + TL_EXPECTED_IS_TRIVIALLY_COPY_CONSTRUCTIBLE(E)::value> +struct expected_copy_base : expected_operations_base { + using expected_operations_base::expected_operations_base; +}; + +// This specialization is for when T or E are not trivially copy constructible +template +struct expected_copy_base : expected_operations_base { + using expected_operations_base::expected_operations_base; + + expected_copy_base() = default; + expected_copy_base(const expected_copy_base &rhs) + : expected_operations_base(no_init) { + if (rhs.has_value()) { + this->construct_with(rhs); + } else { + this->construct_error(rhs.geterr()); + } + } + + expected_copy_base(expected_copy_base &&rhs) = default; + expected_copy_base &operator=(const expected_copy_base &rhs) = default; + expected_copy_base &operator=(expected_copy_base &&rhs) = default; +}; + +// This class manages conditionally having a trivial move constructor +// Unfortunately there's no way to achieve this in GCC < 5 AFAIK, since it +// doesn't implement an analogue to std::is_trivially_move_constructible. We +// have to make do with a non-trivial move constructor even if T is trivially +// move constructible +#ifndef TL_EXPECTED_GCC49 +template >::value && + std::is_trivially_move_constructible::value> +struct expected_move_base : expected_copy_base { + using expected_copy_base::expected_copy_base; +}; +#else +template struct expected_move_base; +#endif +template +struct expected_move_base : expected_copy_base { + using expected_copy_base::expected_copy_base; + + expected_move_base() = default; + expected_move_base(const expected_move_base &rhs) = default; + + expected_move_base(expected_move_base &&rhs) noexcept( + std::is_nothrow_move_constructible::value) + : expected_copy_base(no_init) { + if (rhs.has_value()) { + this->construct_with(std::move(rhs)); + } else { + this->construct_error(std::move(rhs.geterr())); + } + } + expected_move_base &operator=(const expected_move_base &rhs) = default; + expected_move_base &operator=(expected_move_base &&rhs) = default; +}; + +// This class manages conditionally having a trivial copy assignment operator +template < + class T, class E, + bool = + is_void_or< + T, conjunction>::value && + TL_EXPECTED_IS_TRIVIALLY_COPY_ASSIGNABLE(E)::value && + TL_EXPECTED_IS_TRIVIALLY_COPY_CONSTRUCTIBLE(E)::value && + TL_EXPECTED_IS_TRIVIALLY_DESTRUCTIBLE(E)::value> +struct expected_copy_assign_base : expected_move_base { + using expected_move_base::expected_move_base; +}; + +template +struct expected_copy_assign_base : expected_move_base { + using expected_move_base::expected_move_base; + + expected_copy_assign_base() = default; + expected_copy_assign_base(const expected_copy_assign_base &rhs) = default; + + expected_copy_assign_base(expected_copy_assign_base &&rhs) = default; + expected_copy_assign_base &operator=(const expected_copy_assign_base &rhs) { + this->assign(rhs); + return *this; + } + expected_copy_assign_base & + operator=(expected_copy_assign_base &&rhs) = default; +}; + +// This class manages conditionally having a trivial move assignment operator +// Unfortunately there's no way to achieve this in GCC < 5 AFAIK, since it +// doesn't implement an analogue to std::is_trivially_move_assignable. We have +// to make do with a non-trivial move assignment operator even if T is trivially +// move assignable +#ifndef TL_EXPECTED_GCC49 +template < + class T, class E, + bool = is_void_or< + T, conjunction, + std::is_trivially_move_constructible, + std::is_trivially_move_assignable>>::value && + std::is_trivially_destructible::value && + std::is_trivially_move_constructible::value && + std::is_trivially_move_assignable::value> +struct expected_move_assign_base : expected_copy_assign_base { + using expected_copy_assign_base::expected_copy_assign_base; +}; +#else +template struct expected_move_assign_base; +#endif + +template +struct expected_move_assign_base + : expected_copy_assign_base { + using expected_copy_assign_base::expected_copy_assign_base; + + expected_move_assign_base() = default; + expected_move_assign_base(const expected_move_assign_base &rhs) = default; + + expected_move_assign_base(expected_move_assign_base &&rhs) = default; + + expected_move_assign_base & + operator=(const expected_move_assign_base &rhs) = default; + + expected_move_assign_base & + operator=(expected_move_assign_base &&rhs) noexcept( + std::is_nothrow_move_constructible::value && + std::is_nothrow_move_assignable::value) { + this->assign(std::move(rhs)); + return *this; + } +}; + +// expected_delete_ctor_base will conditionally delete copy and move +// constructors depending on whether T is copy/move constructible +template ::value && + std::is_copy_constructible::value), + bool EnableMove = (is_move_constructible_or_void::value && + std::is_move_constructible::value)> +struct expected_delete_ctor_base { + expected_delete_ctor_base() = default; + expected_delete_ctor_base(const expected_delete_ctor_base &) = default; + expected_delete_ctor_base(expected_delete_ctor_base &&) noexcept = default; + expected_delete_ctor_base & + operator=(const expected_delete_ctor_base &) = default; + expected_delete_ctor_base & + operator=(expected_delete_ctor_base &&) noexcept = default; +}; + +template +struct expected_delete_ctor_base { + expected_delete_ctor_base() = default; + expected_delete_ctor_base(const expected_delete_ctor_base &) = default; + expected_delete_ctor_base(expected_delete_ctor_base &&) noexcept = delete; + expected_delete_ctor_base & + operator=(const expected_delete_ctor_base &) = default; + expected_delete_ctor_base & + operator=(expected_delete_ctor_base &&) noexcept = default; +}; + +template +struct expected_delete_ctor_base { + expected_delete_ctor_base() = default; + expected_delete_ctor_base(const expected_delete_ctor_base &) = delete; + expected_delete_ctor_base(expected_delete_ctor_base &&) noexcept = default; + expected_delete_ctor_base & + operator=(const expected_delete_ctor_base &) = default; + expected_delete_ctor_base & + operator=(expected_delete_ctor_base &&) noexcept = default; +}; + +template +struct expected_delete_ctor_base { + expected_delete_ctor_base() = default; + expected_delete_ctor_base(const expected_delete_ctor_base &) = delete; + expected_delete_ctor_base(expected_delete_ctor_base &&) noexcept = delete; + expected_delete_ctor_base & + operator=(const expected_delete_ctor_base &) = default; + expected_delete_ctor_base & + operator=(expected_delete_ctor_base &&) noexcept = default; +}; + +// expected_delete_assign_base will conditionally delete copy and move +// constructors depending on whether T and E are copy/move constructible + +// assignable +template ::value && + std::is_copy_constructible::value && + is_copy_assignable_or_void::value && + std::is_copy_assignable::value), + bool EnableMove = (is_move_constructible_or_void::value && + std::is_move_constructible::value && + is_move_assignable_or_void::value && + std::is_move_assignable::value)> +struct expected_delete_assign_base { + expected_delete_assign_base() = default; + expected_delete_assign_base(const expected_delete_assign_base &) = default; + expected_delete_assign_base(expected_delete_assign_base &&) noexcept = + default; + expected_delete_assign_base & + operator=(const expected_delete_assign_base &) = default; + expected_delete_assign_base & + operator=(expected_delete_assign_base &&) noexcept = default; +}; + +template +struct expected_delete_assign_base { + expected_delete_assign_base() = default; + expected_delete_assign_base(const expected_delete_assign_base &) = default; + expected_delete_assign_base(expected_delete_assign_base &&) noexcept = + default; + expected_delete_assign_base & + operator=(const expected_delete_assign_base &) = default; + expected_delete_assign_base & + operator=(expected_delete_assign_base &&) noexcept = delete; +}; + +template +struct expected_delete_assign_base { + expected_delete_assign_base() = default; + expected_delete_assign_base(const expected_delete_assign_base &) = default; + expected_delete_assign_base(expected_delete_assign_base &&) noexcept = + default; + expected_delete_assign_base & + operator=(const expected_delete_assign_base &) = delete; + expected_delete_assign_base & + operator=(expected_delete_assign_base &&) noexcept = default; +}; + +template +struct expected_delete_assign_base { + expected_delete_assign_base() = default; + expected_delete_assign_base(const expected_delete_assign_base &) = default; + expected_delete_assign_base(expected_delete_assign_base &&) noexcept = + default; + expected_delete_assign_base & + operator=(const expected_delete_assign_base &) = delete; + expected_delete_assign_base & + operator=(expected_delete_assign_base &&) noexcept = delete; +}; + +// This is needed to be able to construct the expected_default_ctor_base which +// follows, while still conditionally deleting the default constructor. +struct default_constructor_tag { + explicit constexpr default_constructor_tag() = default; +}; + +// expected_default_ctor_base will ensure that expected has a deleted default +// consturctor if T is not default constructible. +// This specialization is for when T is default constructible +template ::value || std::is_void::value> +struct expected_default_ctor_base { + constexpr expected_default_ctor_base() noexcept = default; + constexpr expected_default_ctor_base( + expected_default_ctor_base const &) noexcept = default; + constexpr expected_default_ctor_base(expected_default_ctor_base &&) noexcept = + default; + expected_default_ctor_base & + operator=(expected_default_ctor_base const &) noexcept = default; + expected_default_ctor_base & + operator=(expected_default_ctor_base &&) noexcept = default; + + constexpr explicit expected_default_ctor_base(default_constructor_tag) {} +}; + +// This specialization is for when T is not default constructible +template struct expected_default_ctor_base { + constexpr expected_default_ctor_base() noexcept = delete; + constexpr expected_default_ctor_base( + expected_default_ctor_base const &) noexcept = default; + constexpr expected_default_ctor_base(expected_default_ctor_base &&) noexcept = + default; + expected_default_ctor_base & + operator=(expected_default_ctor_base const &) noexcept = default; + expected_default_ctor_base & + operator=(expected_default_ctor_base &&) noexcept = default; + + constexpr explicit expected_default_ctor_base(default_constructor_tag) {} +}; +} // namespace detail + +template class bad_expected_access : public std::exception { +public: + explicit bad_expected_access(E e) : m_val(std::move(e)) {} + + virtual const char *what() const noexcept override { + return "Bad expected access"; + } + + const E &error() const & { return m_val; } + E &error() & { return m_val; } + const E &&error() const && { return std::move(m_val); } + E &&error() && { return std::move(m_val); } + +private: + E m_val; +}; + +/// An `expected` object is an object that contains the storage for +/// another object and manages the lifetime of this contained object `T`. +/// Alternatively it could contain the storage for another unexpected object +/// `E`. The contained object may not be initialized after the expected object +/// has been initialized, and may not be destroyed before the expected object +/// has been destroyed. The initialization state of the contained object is +/// tracked by the expected object. +template +class expected : private detail::expected_move_assign_base, + private detail::expected_delete_ctor_base, + private detail::expected_delete_assign_base, + private detail::expected_default_ctor_base { + static_assert(!std::is_reference::value, "T must not be a reference"); + static_assert(!std::is_same::type>::value, + "T must not be in_place_t"); + static_assert(!std::is_same::type>::value, + "T must not be unexpect_t"); + static_assert( + !std::is_same>::type>::value, + "T must not be unexpected"); + static_assert(!std::is_reference::value, "E must not be a reference"); + + T *valptr() { return std::addressof(this->m_val); } + const T *valptr() const { return std::addressof(this->m_val); } + unexpected *errptr() { return std::addressof(this->m_unexpect); } + const unexpected *errptr() const { + return std::addressof(this->m_unexpect); + } + + template ::value> * = nullptr> + TL_EXPECTED_11_CONSTEXPR U &val() { + return this->m_val; + } + TL_EXPECTED_11_CONSTEXPR unexpected &err() { return this->m_unexpect; } + + template ::value> * = nullptr> + constexpr const U &val() const { + return this->m_val; + } + constexpr const unexpected &err() const { return this->m_unexpect; } + + using impl_base = detail::expected_move_assign_base; + using ctor_base = detail::expected_default_ctor_base; + +public: + typedef T value_type; + typedef E error_type; + typedef unexpected unexpected_type; + +#if defined(TL_EXPECTED_CXX14) && !defined(TL_EXPECTED_GCC49) && \ + !defined(TL_EXPECTED_GCC54) && !defined(TL_EXPECTED_GCC55) + template TL_EXPECTED_11_CONSTEXPR auto and_then(F &&f) & { + return and_then_impl(*this, std::forward(f)); + } + template TL_EXPECTED_11_CONSTEXPR auto and_then(F &&f) && { + return and_then_impl(std::move(*this), std::forward(f)); + } + template constexpr auto and_then(F &&f) const & { + return and_then_impl(*this, std::forward(f)); + } + +#ifndef TL_EXPECTED_NO_CONSTRR + template constexpr auto and_then(F &&f) const && { + return and_then_impl(std::move(*this), std::forward(f)); + } +#endif + +#else + template + TL_EXPECTED_11_CONSTEXPR auto + and_then(F &&f) & -> decltype(and_then_impl(std::declval(), + std::forward(f))) { + return and_then_impl(*this, std::forward(f)); + } + template + TL_EXPECTED_11_CONSTEXPR auto + and_then(F &&f) && -> decltype(and_then_impl(std::declval(), + std::forward(f))) { + return and_then_impl(std::move(*this), std::forward(f)); + } + template + constexpr auto and_then(F &&f) const & -> decltype(and_then_impl( + std::declval(), std::forward(f))) { + return and_then_impl(*this, std::forward(f)); + } + +#ifndef TL_EXPECTED_NO_CONSTRR + template + constexpr auto and_then(F &&f) const && -> decltype(and_then_impl( + std::declval(), std::forward(f))) { + return and_then_impl(std::move(*this), std::forward(f)); + } +#endif +#endif + +#if defined(TL_EXPECTED_CXX14) && !defined(TL_EXPECTED_GCC49) && \ + !defined(TL_EXPECTED_GCC54) && !defined(TL_EXPECTED_GCC55) + template TL_EXPECTED_11_CONSTEXPR auto map(F &&f) & { + return expected_map_impl(*this, std::forward(f)); + } + template TL_EXPECTED_11_CONSTEXPR auto map(F &&f) && { + return expected_map_impl(std::move(*this), std::forward(f)); + } + template constexpr auto map(F &&f) const & { + return expected_map_impl(*this, std::forward(f)); + } + template constexpr auto map(F &&f) const && { + return expected_map_impl(std::move(*this), std::forward(f)); + } +#else + template + TL_EXPECTED_11_CONSTEXPR decltype(expected_map_impl( + std::declval(), std::declval())) + map(F &&f) & { + return expected_map_impl(*this, std::forward(f)); + } + template + TL_EXPECTED_11_CONSTEXPR decltype(expected_map_impl(std::declval(), + std::declval())) + map(F &&f) && { + return expected_map_impl(std::move(*this), std::forward(f)); + } + template + constexpr decltype(expected_map_impl(std::declval(), + std::declval())) + map(F &&f) const & { + return expected_map_impl(*this, std::forward(f)); + } + +#ifndef TL_EXPECTED_NO_CONSTRR + template + constexpr decltype(expected_map_impl(std::declval(), + std::declval())) + map(F &&f) const && { + return expected_map_impl(std::move(*this), std::forward(f)); + } +#endif +#endif + +#if defined(TL_EXPECTED_CXX14) && !defined(TL_EXPECTED_GCC49) && \ + !defined(TL_EXPECTED_GCC54) && !defined(TL_EXPECTED_GCC55) + template TL_EXPECTED_11_CONSTEXPR auto transform(F &&f) & { + return expected_map_impl(*this, std::forward(f)); + } + template TL_EXPECTED_11_CONSTEXPR auto transform(F &&f) && { + return expected_map_impl(std::move(*this), std::forward(f)); + } + template constexpr auto transform(F &&f) const & { + return expected_map_impl(*this, std::forward(f)); + } + template constexpr auto transform(F &&f) const && { + return expected_map_impl(std::move(*this), std::forward(f)); + } +#else + template + TL_EXPECTED_11_CONSTEXPR decltype(expected_map_impl( + std::declval(), std::declval())) + transform(F &&f) & { + return expected_map_impl(*this, std::forward(f)); + } + template + TL_EXPECTED_11_CONSTEXPR decltype(expected_map_impl(std::declval(), + std::declval())) + transform(F &&f) && { + return expected_map_impl(std::move(*this), std::forward(f)); + } + template + constexpr decltype(expected_map_impl(std::declval(), + std::declval())) + transform(F &&f) const & { + return expected_map_impl(*this, std::forward(f)); + } + +#ifndef TL_EXPECTED_NO_CONSTRR + template + constexpr decltype(expected_map_impl(std::declval(), + std::declval())) + transform(F &&f) const && { + return expected_map_impl(std::move(*this), std::forward(f)); + } +#endif +#endif + +#if defined(TL_EXPECTED_CXX14) && !defined(TL_EXPECTED_GCC49) && \ + !defined(TL_EXPECTED_GCC54) && !defined(TL_EXPECTED_GCC55) + template TL_EXPECTED_11_CONSTEXPR auto map_error(F &&f) & { + return map_error_impl(*this, std::forward(f)); + } + template TL_EXPECTED_11_CONSTEXPR auto map_error(F &&f) && { + return map_error_impl(std::move(*this), std::forward(f)); + } + template constexpr auto map_error(F &&f) const & { + return map_error_impl(*this, std::forward(f)); + } + template constexpr auto map_error(F &&f) const && { + return map_error_impl(std::move(*this), std::forward(f)); + } +#else + template + TL_EXPECTED_11_CONSTEXPR decltype(map_error_impl(std::declval(), + std::declval())) + map_error(F &&f) & { + return map_error_impl(*this, std::forward(f)); + } + template + TL_EXPECTED_11_CONSTEXPR decltype(map_error_impl(std::declval(), + std::declval())) + map_error(F &&f) && { + return map_error_impl(std::move(*this), std::forward(f)); + } + template + constexpr decltype(map_error_impl(std::declval(), + std::declval())) + map_error(F &&f) const & { + return map_error_impl(*this, std::forward(f)); + } + +#ifndef TL_EXPECTED_NO_CONSTRR + template + constexpr decltype(map_error_impl(std::declval(), + std::declval())) + map_error(F &&f) const && { + return map_error_impl(std::move(*this), std::forward(f)); + } +#endif +#endif +#if defined(TL_EXPECTED_CXX14) && !defined(TL_EXPECTED_GCC49) && \ + !defined(TL_EXPECTED_GCC54) && !defined(TL_EXPECTED_GCC55) + template TL_EXPECTED_11_CONSTEXPR auto transform_error(F &&f) & { + return map_error_impl(*this, std::forward(f)); + } + template TL_EXPECTED_11_CONSTEXPR auto transform_error(F &&f) && { + return map_error_impl(std::move(*this), std::forward(f)); + } + template constexpr auto transform_error(F &&f) const & { + return map_error_impl(*this, std::forward(f)); + } + template constexpr auto transform_error(F &&f) const && { + return map_error_impl(std::move(*this), std::forward(f)); + } +#else + template + TL_EXPECTED_11_CONSTEXPR decltype(map_error_impl(std::declval(), + std::declval())) + transform_error(F &&f) & { + return map_error_impl(*this, std::forward(f)); + } + template + TL_EXPECTED_11_CONSTEXPR decltype(map_error_impl(std::declval(), + std::declval())) + transform_error(F &&f) && { + return map_error_impl(std::move(*this), std::forward(f)); + } + template + constexpr decltype(map_error_impl(std::declval(), + std::declval())) + transform_error(F &&f) const & { + return map_error_impl(*this, std::forward(f)); + } + +#ifndef TL_EXPECTED_NO_CONSTRR + template + constexpr decltype(map_error_impl(std::declval(), + std::declval())) + transform_error(F &&f) const && { + return map_error_impl(std::move(*this), std::forward(f)); + } +#endif +#endif + template expected TL_EXPECTED_11_CONSTEXPR or_else(F &&f) & { + return or_else_impl(*this, std::forward(f)); + } + + template expected TL_EXPECTED_11_CONSTEXPR or_else(F &&f) && { + return or_else_impl(std::move(*this), std::forward(f)); + } + + template expected constexpr or_else(F &&f) const & { + return or_else_impl(*this, std::forward(f)); + } + +#ifndef TL_EXPECTED_NO_CONSTRR + template expected constexpr or_else(F &&f) const && { + return or_else_impl(std::move(*this), std::forward(f)); + } +#endif + constexpr expected() = default; + constexpr expected(const expected &rhs) = default; + constexpr expected(expected &&rhs) = default; + expected &operator=(const expected &rhs) = default; + expected &operator=(expected &&rhs) = default; + + template ::value> * = + nullptr> + constexpr expected(in_place_t, Args &&...args) + : impl_base(in_place, std::forward(args)...), + ctor_base(detail::default_constructor_tag{}) {} + + template &, Args &&...>::value> * = nullptr> + constexpr expected(in_place_t, std::initializer_list il, Args &&...args) + : impl_base(in_place, il, std::forward(args)...), + ctor_base(detail::default_constructor_tag{}) {} + + template ::value> * = + nullptr, + detail::enable_if_t::value> * = + nullptr> + explicit constexpr expected(const unexpected &e) + : impl_base(unexpect, e.value()), + ctor_base(detail::default_constructor_tag{}) {} + + template < + class G = E, + detail::enable_if_t::value> * = + nullptr, + detail::enable_if_t::value> * = nullptr> + constexpr expected(unexpected const &e) + : impl_base(unexpect, e.value()), + ctor_base(detail::default_constructor_tag{}) {} + + template < + class G = E, + detail::enable_if_t::value> * = nullptr, + detail::enable_if_t::value> * = nullptr> + explicit constexpr expected(unexpected &&e) noexcept( + std::is_nothrow_constructible::value) + : impl_base(unexpect, std::move(e.value())), + ctor_base(detail::default_constructor_tag{}) {} + + template < + class G = E, + detail::enable_if_t::value> * = nullptr, + detail::enable_if_t::value> * = nullptr> + constexpr expected(unexpected &&e) noexcept( + std::is_nothrow_constructible::value) + : impl_base(unexpect, std::move(e.value())), + ctor_base(detail::default_constructor_tag{}) {} + + template ::value> * = + nullptr> + constexpr explicit expected(unexpect_t, Args &&...args) + : impl_base(unexpect, std::forward(args)...), + ctor_base(detail::default_constructor_tag{}) {} + + template &, Args &&...>::value> * = nullptr> + constexpr explicit expected(unexpect_t, std::initializer_list il, + Args &&...args) + : impl_base(unexpect, il, std::forward(args)...), + ctor_base(detail::default_constructor_tag{}) {} + + template ::value && + std::is_convertible::value)> * = + nullptr, + detail::expected_enable_from_other + * = nullptr> + explicit TL_EXPECTED_11_CONSTEXPR expected(const expected &rhs) + : ctor_base(detail::default_constructor_tag{}) { + if (rhs.has_value()) { + this->construct(*rhs); + } else { + this->construct_error(rhs.error()); + } + } + + template ::value && + std::is_convertible::value)> * = + nullptr, + detail::expected_enable_from_other + * = nullptr> + TL_EXPECTED_11_CONSTEXPR expected(const expected &rhs) + : ctor_base(detail::default_constructor_tag{}) { + if (rhs.has_value()) { + this->construct(*rhs); + } else { + this->construct_error(rhs.error()); + } + } + + template < + class U, class G, + detail::enable_if_t::value && + std::is_convertible::value)> * = nullptr, + detail::expected_enable_from_other * = nullptr> + explicit TL_EXPECTED_11_CONSTEXPR expected(expected &&rhs) + : ctor_base(detail::default_constructor_tag{}) { + if (rhs.has_value()) { + this->construct(std::move(*rhs)); + } else { + this->construct_error(std::move(rhs.error())); + } + } + + template < + class U, class G, + detail::enable_if_t<(std::is_convertible::value && + std::is_convertible::value)> * = nullptr, + detail::expected_enable_from_other * = nullptr> + TL_EXPECTED_11_CONSTEXPR expected(expected &&rhs) + : ctor_base(detail::default_constructor_tag{}) { + if (rhs.has_value()) { + this->construct(std::move(*rhs)); + } else { + this->construct_error(std::move(rhs.error())); + } + } + + template < + class U = T, + detail::enable_if_t::value> * = nullptr, + detail::expected_enable_forward_value * = nullptr> + explicit TL_EXPECTED_MSVC2015_CONSTEXPR expected(U &&v) + : expected(in_place, std::forward(v)) {} + + template < + class U = T, + detail::enable_if_t::value> * = nullptr, + detail::expected_enable_forward_value * = nullptr> + TL_EXPECTED_MSVC2015_CONSTEXPR expected(U &&v) + : expected(in_place, std::forward(v)) {} + + template < + class U = T, class G = T, + detail::enable_if_t::value> * = + nullptr, + detail::enable_if_t::value> * = nullptr, + detail::enable_if_t< + (!std::is_same, detail::decay_t>::value && + !detail::conjunction, + std::is_same>>::value && + std::is_constructible::value && + std::is_assignable::value && + std::is_nothrow_move_constructible::value)> * = nullptr> + expected &operator=(U &&v) { + if (has_value()) { + val() = std::forward(v); + } else { + err().~unexpected(); + ::new (valptr()) T(std::forward(v)); + this->m_has_val = true; + } + + return *this; + } + + template < + class U = T, class G = T, + detail::enable_if_t::value> * = + nullptr, + detail::enable_if_t::value> * = nullptr, + detail::enable_if_t< + (!std::is_same, detail::decay_t>::value && + !detail::conjunction, + std::is_same>>::value && + std::is_constructible::value && + std::is_assignable::value && + std::is_nothrow_move_constructible::value)> * = nullptr> + expected &operator=(U &&v) { + if (has_value()) { + val() = std::forward(v); + } else { + auto tmp = std::move(err()); + err().~unexpected(); + +#ifdef TL_EXPECTED_EXCEPTIONS_ENABLED + try { + ::new (valptr()) T(std::forward(v)); + this->m_has_val = true; + } catch (...) { + err() = std::move(tmp); + throw; + } +#else + ::new (valptr()) T(std::forward(v)); + this->m_has_val = true; +#endif + } + + return *this; + } + + template ::value && + std::is_assignable::value> * = nullptr> + expected &operator=(const unexpected &rhs) { + if (!has_value()) { + err() = rhs; + } else { + this->destroy_val(); + ::new (errptr()) unexpected(rhs); + this->m_has_val = false; + } + + return *this; + } + + template ::value && + std::is_move_assignable::value> * = nullptr> + expected &operator=(unexpected &&rhs) noexcept { + if (!has_value()) { + err() = std::move(rhs); + } else { + this->destroy_val(); + ::new (errptr()) unexpected(std::move(rhs)); + this->m_has_val = false; + } + + return *this; + } + + template ::value> * = nullptr> + void emplace(Args &&...args) { + if (has_value()) { + val().~T(); + } else { + err().~unexpected(); + this->m_has_val = true; + } + ::new (valptr()) T(std::forward(args)...); + } + + template ::value> * = nullptr> + void emplace(Args &&...args) { + if (has_value()) { + val().~T(); + ::new (valptr()) T(std::forward(args)...); + } else { + auto tmp = std::move(err()); + err().~unexpected(); + +#ifdef TL_EXPECTED_EXCEPTIONS_ENABLED + try { + ::new (valptr()) T(std::forward(args)...); + this->m_has_val = true; + } catch (...) { + err() = std::move(tmp); + throw; + } +#else + ::new (valptr()) T(std::forward(args)...); + this->m_has_val = true; +#endif + } + } + + template &, Args &&...>::value> * = nullptr> + void emplace(std::initializer_list il, Args &&...args) { + if (has_value()) { + T t(il, std::forward(args)...); + val() = std::move(t); + } else { + err().~unexpected(); + ::new (valptr()) T(il, std::forward(args)...); + this->m_has_val = true; + } + } + + template &, Args &&...>::value> * = nullptr> + void emplace(std::initializer_list il, Args &&...args) { + if (has_value()) { + T t(il, std::forward(args)...); + val() = std::move(t); + } else { + auto tmp = std::move(err()); + err().~unexpected(); + +#ifdef TL_EXPECTED_EXCEPTIONS_ENABLED + try { + ::new (valptr()) T(il, std::forward(args)...); + this->m_has_val = true; + } catch (...) { + err() = std::move(tmp); + throw; + } +#else + ::new (valptr()) T(il, std::forward(args)...); + this->m_has_val = true; +#endif + } + } + +private: + using t_is_void = std::true_type; + using t_is_not_void = std::false_type; + using t_is_nothrow_move_constructible = std::true_type; + using move_constructing_t_can_throw = std::false_type; + using e_is_nothrow_move_constructible = std::true_type; + using move_constructing_e_can_throw = std::false_type; + + void swap_where_both_have_value(expected & /*rhs*/, t_is_void) noexcept { + // swapping void is a no-op + } + + void swap_where_both_have_value(expected &rhs, t_is_not_void) { + using std::swap; + swap(val(), rhs.val()); + } + + void swap_where_only_one_has_value(expected &rhs, t_is_void) noexcept( + std::is_nothrow_move_constructible::value) { + ::new (errptr()) unexpected_type(std::move(rhs.err())); + rhs.err().~unexpected_type(); + std::swap(this->m_has_val, rhs.m_has_val); + } + + void swap_where_only_one_has_value(expected &rhs, t_is_not_void) { + swap_where_only_one_has_value_and_t_is_not_void( + rhs, typename std::is_nothrow_move_constructible::type{}, + typename std::is_nothrow_move_constructible::type{}); + } + + void swap_where_only_one_has_value_and_t_is_not_void( + expected &rhs, t_is_nothrow_move_constructible, + e_is_nothrow_move_constructible) noexcept { + auto temp = std::move(val()); + val().~T(); + ::new (errptr()) unexpected_type(std::move(rhs.err())); + rhs.err().~unexpected_type(); + ::new (rhs.valptr()) T(std::move(temp)); + std::swap(this->m_has_val, rhs.m_has_val); + } + + void swap_where_only_one_has_value_and_t_is_not_void( + expected &rhs, t_is_nothrow_move_constructible, + move_constructing_e_can_throw) { + auto temp = std::move(val()); + val().~T(); +#ifdef TL_EXPECTED_EXCEPTIONS_ENABLED + try { + ::new (errptr()) unexpected_type(std::move(rhs.err())); + rhs.err().~unexpected_type(); + ::new (rhs.valptr()) T(std::move(temp)); + std::swap(this->m_has_val, rhs.m_has_val); + } catch (...) { + val() = std::move(temp); + throw; + } +#else + ::new (errptr()) unexpected_type(std::move(rhs.err())); + rhs.err().~unexpected_type(); + ::new (rhs.valptr()) T(std::move(temp)); + std::swap(this->m_has_val, rhs.m_has_val); +#endif + } + + void swap_where_only_one_has_value_and_t_is_not_void( + expected &rhs, move_constructing_t_can_throw, + e_is_nothrow_move_constructible) { + auto temp = std::move(rhs.err()); + rhs.err().~unexpected_type(); +#ifdef TL_EXPECTED_EXCEPTIONS_ENABLED + try { + ::new (rhs.valptr()) T(std::move(val())); + val().~T(); + ::new (errptr()) unexpected_type(std::move(temp)); + std::swap(this->m_has_val, rhs.m_has_val); + } catch (...) { + rhs.err() = std::move(temp); + throw; + } +#else + ::new (rhs.valptr()) T(std::move(val())); + val().~T(); + ::new (errptr()) unexpected_type(std::move(temp)); + std::swap(this->m_has_val, rhs.m_has_val); +#endif + } + +public: + template + detail::enable_if_t::value && + detail::is_swappable::value && + (std::is_nothrow_move_constructible::value || + std::is_nothrow_move_constructible::value)> + swap(expected &rhs) noexcept(std::is_nothrow_move_constructible::value && + detail::is_nothrow_swappable::value && + std::is_nothrow_move_constructible::value && + detail::is_nothrow_swappable::value) { + if (has_value() && rhs.has_value()) { + swap_where_both_have_value(rhs, typename std::is_void::type{}); + } else if (!has_value() && rhs.has_value()) { + rhs.swap(*this); + } else if (has_value()) { + swap_where_only_one_has_value(rhs, typename std::is_void::type{}); + } else { + using std::swap; + swap(err(), rhs.err()); + } + } + + constexpr const T *operator->() const { + TL_ASSERT(has_value()); + return valptr(); + } + TL_EXPECTED_11_CONSTEXPR T *operator->() { + TL_ASSERT(has_value()); + return valptr(); + } + + template ::value> * = nullptr> + constexpr const U &operator*() const & { + TL_ASSERT(has_value()); + return val(); + } + template ::value> * = nullptr> + TL_EXPECTED_11_CONSTEXPR U &operator*() & { + TL_ASSERT(has_value()); + return val(); + } + template ::value> * = nullptr> + constexpr const U &&operator*() const && { + TL_ASSERT(has_value()); + return std::move(val()); + } + template ::value> * = nullptr> + TL_EXPECTED_11_CONSTEXPR U &&operator*() && { + TL_ASSERT(has_value()); + return std::move(val()); + } + + constexpr bool has_value() const noexcept { return this->m_has_val; } + constexpr explicit operator bool() const noexcept { return this->m_has_val; } + + template ::value> * = nullptr> + TL_EXPECTED_11_CONSTEXPR const U &value() const & { + if (!has_value()) + detail::throw_exception(bad_expected_access(err().value())); + return val(); + } + template ::value> * = nullptr> + TL_EXPECTED_11_CONSTEXPR U &value() & { + if (!has_value()) + detail::throw_exception(bad_expected_access(err().value())); + return val(); + } + template ::value> * = nullptr> + TL_EXPECTED_11_CONSTEXPR const U &&value() const && { + if (!has_value()) + detail::throw_exception(bad_expected_access(std::move(err()).value())); + return std::move(val()); + } + template ::value> * = nullptr> + TL_EXPECTED_11_CONSTEXPR U &&value() && { + if (!has_value()) + detail::throw_exception(bad_expected_access(std::move(err()).value())); + return std::move(val()); + } + + constexpr const E &error() const & { + TL_ASSERT(!has_value()); + return err().value(); + } + TL_EXPECTED_11_CONSTEXPR E &error() & { + TL_ASSERT(!has_value()); + return err().value(); + } + constexpr const E &&error() const && { + TL_ASSERT(!has_value()); + return std::move(err().value()); + } + TL_EXPECTED_11_CONSTEXPR E &&error() && { + TL_ASSERT(!has_value()); + return std::move(err().value()); + } + + template constexpr T value_or(U &&v) const & { + static_assert(std::is_copy_constructible::value && + std::is_convertible::value, + "T must be copy-constructible and convertible to from U&&"); + return bool(*this) ? **this : static_cast(std::forward(v)); + } + template TL_EXPECTED_11_CONSTEXPR T value_or(U &&v) && { + static_assert(std::is_move_constructible::value && + std::is_convertible::value, + "T must be move-constructible and convertible to from U&&"); + return bool(*this) ? std::move(**this) : static_cast(std::forward(v)); + } +}; + +namespace detail { +template using exp_t = typename detail::decay_t::value_type; +template using err_t = typename detail::decay_t::error_type; +template using ret_t = expected>; + +#ifdef TL_EXPECTED_CXX14 +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + *std::declval()))> +constexpr auto and_then_impl(Exp &&exp, F &&f) { + static_assert(detail::is_expected::value, "F must return an expected"); + + return exp.has_value() + ? detail::invoke(std::forward(f), *std::forward(exp)) + : Ret(unexpect, std::forward(exp).error()); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval()))> +constexpr auto and_then_impl(Exp &&exp, F &&f) { + static_assert(detail::is_expected::value, "F must return an expected"); + + return exp.has_value() ? detail::invoke(std::forward(f)) + : Ret(unexpect, std::forward(exp).error()); +} +#else +template struct TC; +template (), + *std::declval())), + detail::enable_if_t>::value> * = nullptr> +auto and_then_impl(Exp &&exp, F &&f) -> Ret { + static_assert(detail::is_expected::value, "F must return an expected"); + + return exp.has_value() + ? detail::invoke(std::forward(f), *std::forward(exp)) + : Ret(unexpect, std::forward(exp).error()); +} + +template ())), + detail::enable_if_t>::value> * = nullptr> +constexpr auto and_then_impl(Exp &&exp, F &&f) -> Ret { + static_assert(detail::is_expected::value, "F must return an expected"); + + return exp.has_value() ? detail::invoke(std::forward(f)) + : Ret(unexpect, std::forward(exp).error()); +} +#endif + +#ifdef TL_EXPECTED_CXX14 +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + *std::declval())), + detail::enable_if_t::value> * = nullptr> +constexpr auto expected_map_impl(Exp &&exp, F &&f) { + using result = ret_t>; + return exp.has_value() ? result(detail::invoke(std::forward(f), + *std::forward(exp))) + : result(unexpect, std::forward(exp).error()); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + *std::declval())), + detail::enable_if_t::value> * = nullptr> +auto expected_map_impl(Exp &&exp, F &&f) { + using result = expected>; + if (exp.has_value()) { + detail::invoke(std::forward(f), *std::forward(exp)); + return result(); + } + + return result(unexpect, std::forward(exp).error()); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval())), + detail::enable_if_t::value> * = nullptr> +constexpr auto expected_map_impl(Exp &&exp, F &&f) { + using result = ret_t>; + return exp.has_value() ? result(detail::invoke(std::forward(f))) + : result(unexpect, std::forward(exp).error()); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval())), + detail::enable_if_t::value> * = nullptr> +auto expected_map_impl(Exp &&exp, F &&f) { + using result = expected>; + if (exp.has_value()) { + detail::invoke(std::forward(f)); + return result(); + } + + return result(unexpect, std::forward(exp).error()); +} +#else +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + *std::declval())), + detail::enable_if_t::value> * = nullptr> + +constexpr auto expected_map_impl(Exp &&exp, F &&f) + -> ret_t> { + using result = ret_t>; + + return exp.has_value() ? result(detail::invoke(std::forward(f), + *std::forward(exp))) + : result(unexpect, std::forward(exp).error()); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + *std::declval())), + detail::enable_if_t::value> * = nullptr> + +auto expected_map_impl(Exp &&exp, F &&f) -> expected> { + if (exp.has_value()) { + detail::invoke(std::forward(f), *std::forward(exp)); + return {}; + } + + return unexpected>(std::forward(exp).error()); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval())), + detail::enable_if_t::value> * = nullptr> + +constexpr auto expected_map_impl(Exp &&exp, F &&f) + -> ret_t> { + using result = ret_t>; + + return exp.has_value() ? result(detail::invoke(std::forward(f))) + : result(unexpect, std::forward(exp).error()); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval())), + detail::enable_if_t::value> * = nullptr> + +auto expected_map_impl(Exp &&exp, F &&f) -> expected> { + if (exp.has_value()) { + detail::invoke(std::forward(f)); + return {}; + } + + return unexpected>(std::forward(exp).error()); +} +#endif + +#if defined(TL_EXPECTED_CXX14) && !defined(TL_EXPECTED_GCC49) && \ + !defined(TL_EXPECTED_GCC54) && !defined(TL_EXPECTED_GCC55) +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +constexpr auto map_error_impl(Exp &&exp, F &&f) { + using result = expected, detail::decay_t>; + return exp.has_value() + ? result(*std::forward(exp)) + : result(unexpect, detail::invoke(std::forward(f), + std::forward(exp).error())); +} +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +auto map_error_impl(Exp &&exp, F &&f) { + using result = expected, monostate>; + if (exp.has_value()) { + return result(*std::forward(exp)); + } + + detail::invoke(std::forward(f), std::forward(exp).error()); + return result(unexpect, monostate{}); +} +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +constexpr auto map_error_impl(Exp &&exp, F &&f) { + using result = expected, detail::decay_t>; + return exp.has_value() + ? result() + : result(unexpect, detail::invoke(std::forward(f), + std::forward(exp).error())); +} +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +auto map_error_impl(Exp &&exp, F &&f) { + using result = expected, monostate>; + if (exp.has_value()) { + return result(); + } + + detail::invoke(std::forward(f), std::forward(exp).error()); + return result(unexpect, monostate{}); +} +#else +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +constexpr auto map_error_impl(Exp &&exp, F &&f) + -> expected, detail::decay_t> { + using result = expected, detail::decay_t>; + + return exp.has_value() + ? result(*std::forward(exp)) + : result(unexpect, detail::invoke(std::forward(f), + std::forward(exp).error())); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +auto map_error_impl(Exp &&exp, F &&f) -> expected, monostate> { + using result = expected, monostate>; + if (exp.has_value()) { + return result(*std::forward(exp)); + } + + detail::invoke(std::forward(f), std::forward(exp).error()); + return result(unexpect, monostate{}); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +constexpr auto map_error_impl(Exp &&exp, F &&f) + -> expected, detail::decay_t> { + using result = expected, detail::decay_t>; + + return exp.has_value() + ? result() + : result(unexpect, detail::invoke(std::forward(f), + std::forward(exp).error())); +} + +template >::value> * = nullptr, + class Ret = decltype(detail::invoke(std::declval(), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +auto map_error_impl(Exp &&exp, F &&f) -> expected, monostate> { + using result = expected, monostate>; + if (exp.has_value()) { + return result(); + } + + detail::invoke(std::forward(f), std::forward(exp).error()); + return result(unexpect, monostate{}); +} +#endif + +#ifdef TL_EXPECTED_CXX14 +template (), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +constexpr auto or_else_impl(Exp &&exp, F &&f) { + static_assert(detail::is_expected::value, "F must return an expected"); + return exp.has_value() ? std::forward(exp) + : detail::invoke(std::forward(f), + std::forward(exp).error()); +} + +template (), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +detail::decay_t or_else_impl(Exp &&exp, F &&f) { + return exp.has_value() ? std::forward(exp) + : (detail::invoke(std::forward(f), + std::forward(exp).error()), + std::forward(exp)); +} +#else +template (), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +auto or_else_impl(Exp &&exp, F &&f) -> Ret { + static_assert(detail::is_expected::value, "F must return an expected"); + return exp.has_value() ? std::forward(exp) + : detail::invoke(std::forward(f), + std::forward(exp).error()); +} + +template (), + std::declval().error())), + detail::enable_if_t::value> * = nullptr> +detail::decay_t or_else_impl(Exp &&exp, F &&f) { + return exp.has_value() ? std::forward(exp) + : (detail::invoke(std::forward(f), + std::forward(exp).error()), + std::forward(exp)); +} +#endif +} // namespace detail + +template +constexpr bool operator==(const expected &lhs, + const expected &rhs) { + return (lhs.has_value() != rhs.has_value()) + ? false + : (!lhs.has_value() ? lhs.error() == rhs.error() : *lhs == *rhs); +} +template +constexpr bool operator!=(const expected &lhs, + const expected &rhs) { + return (lhs.has_value() != rhs.has_value()) + ? true + : (!lhs.has_value() ? lhs.error() != rhs.error() : *lhs != *rhs); +} +template +constexpr bool operator==(const expected &lhs, + const expected &rhs) { + return (lhs.has_value() != rhs.has_value()) + ? false + : (!lhs.has_value() ? lhs.error() == rhs.error() : true); +} +template +constexpr bool operator!=(const expected &lhs, + const expected &rhs) { + return (lhs.has_value() != rhs.has_value()) + ? true + : (!lhs.has_value() ? lhs.error() == rhs.error() : false); +} + +template +constexpr bool operator==(const expected &x, const U &v) { + return x.has_value() ? *x == v : false; +} +template +constexpr bool operator==(const U &v, const expected &x) { + return x.has_value() ? *x == v : false; +} +template +constexpr bool operator!=(const expected &x, const U &v) { + return x.has_value() ? *x != v : true; +} +template +constexpr bool operator!=(const U &v, const expected &x) { + return x.has_value() ? *x != v : true; +} + +template +constexpr bool operator==(const expected &x, const unexpected &e) { + return x.has_value() ? false : x.error() == e.value(); +} +template +constexpr bool operator==(const unexpected &e, const expected &x) { + return x.has_value() ? false : x.error() == e.value(); +} +template +constexpr bool operator!=(const expected &x, const unexpected &e) { + return x.has_value() ? true : x.error() != e.value(); +} +template +constexpr bool operator!=(const unexpected &e, const expected &x) { + return x.has_value() ? true : x.error() != e.value(); +} + +template ::value || + std::is_move_constructible::value) && + detail::is_swappable::value && + std::is_move_constructible::value && + detail::is_swappable::value> * = nullptr> +void swap(expected &lhs, + expected &rhs) noexcept(noexcept(lhs.swap(rhs))) { + lhs.swap(rhs); +} +} // namespace tl + +#endif +/* end file include/ada/expected.h */ +/* begin file include/ada/url_pattern_regex.h */ +/** + * @file url_search_params.h + * @brief Declaration for the URL Search Params + */ +#ifndef ADA_URL_PATTERN_REGEX_H +#define ADA_URL_PATTERN_REGEX_H + +#ifdef ADA_USE_UNSAFE_STD_REGEX_PROVIDER +#include +#endif // ADA_USE_UNSAFE_STD_REGEX_PROVIDER + +namespace ada::url_pattern_regex { + +template +concept regex_concept = requires(T t, std::string_view pattern, + bool ignore_case, std::string_view input) { + // Ensure the class has a type alias 'regex_type' + typename T::regex_type; + + // Function to create a regex instance + { + T::create_instance(pattern, ignore_case) + } -> std::same_as>; + + // Function to perform regex search + { + T::regex_search(input, std::declval()) + } -> std::same_as>>>; + + // Function to match regex pattern + { + T::regex_match(input, std::declval()) + } -> std::same_as; + + // Copy constructor + { T(std::declval()) } -> std::same_as; + + // Move constructor + { T(std::declval()) } -> std::same_as; +}; + +#ifdef ADA_USE_UNSAFE_STD_REGEX_PROVIDER +class std_regex_provider { +public: + std_regex_provider() = default; + using regex_type = std::regex; + static std::optional create_instance(std::string_view pattern, + bool ignore_case); + static std::optional>> + regex_search(std::string_view input, const regex_type &pattern); + static bool regex_match(std::string_view input, const regex_type &pattern); +}; +#endif // ADA_USE_UNSAFE_STD_REGEX_PROVIDER + +} // namespace ada::url_pattern_regex + +#endif // ADA_URL_PATTERN_REGEX_H +/* end file include/ada/url_pattern_regex.h */ +/* begin file include/ada/url_pattern_init.h */ +/** + * @file url_pattern_init.h + * @brief Declaration for the url_pattern_init implementation. + */ +#ifndef ADA_URL_PATTERN_INIT_H +#define ADA_URL_PATTERN_INIT_H + +/* begin file include/ada/errors.h */ +/** + * @file errors.h + * @brief Definitions for the errors. + */ +#ifndef ADA_ERRORS_H +#define ADA_ERRORS_H + +#include +namespace ada { +enum class errors : uint8_t { type_error }; +} // namespace ada +#endif // ADA_ERRORS_H +/* end file include/ada/errors.h */ + +#include +#include +#include + +#if ADA_TESTING +#include +#endif // ADA_TESTING + +namespace ada { + +// Important: C++20 allows us to use concept rather than `using` or `typedef +// and allows functions with second argument, which is optional (using either +// std::nullopt or a parameter with default value) +template +concept url_pattern_encoding_callback = requires(F f, std::string_view sv) { + { f(sv) } -> std::same_as>; +}; + +// A structure providing matching patterns for individual components +// of a URL. When a URLPattern is created, or when a URLPattern is +// used to match or test against a URL, the input can be given as +// either a string or a URLPatternInit struct. If a string is given, +// it will be parsed to create a URLPatternInit. The URLPatternInit +// API is defined as part of the URLPattern specification. +struct url_pattern_init { + // @see https://urlpattern.spec.whatwg.org/#process-a-urlpatterninit + static tl::expected + process(url_pattern_init init, std::string_view type, + std::optional protocol = std::nullopt, + std::optional username = std::nullopt, + std::optional password = std::nullopt, + std::optional hostname = std::nullopt, + std::optional port = std::nullopt, + std::optional pathname = std::nullopt, + std::optional search = std::nullopt, + std::optional hash = std::nullopt); + + // @see https://urlpattern.spec.whatwg.org/#process-protocol-for-init + static tl::expected + process_protocol(std::string_view value, std::string_view type); + + // @see https://urlpattern.spec.whatwg.org/#process-username-for-init + static tl::expected + process_username(std::string_view value, std::string_view type); + + // @see https://urlpattern.spec.whatwg.org/#process-password-for-init + static tl::expected + process_password(std::string_view value, std::string_view type); + + // @see https://urlpattern.spec.whatwg.org/#process-hostname-for-init + static tl::expected + process_hostname(std::string_view value, std::string_view type); + + // @see https://urlpattern.spec.whatwg.org/#process-port-for-init + static tl::expected + process_port(std::string_view port, std::string_view protocol, + std::string_view type); + + // @see https://urlpattern.spec.whatwg.org/#process-pathname-for-init + static tl::expected + process_pathname(std::string_view value, std::string_view protocol, + std::string_view type); + + // @see https://urlpattern.spec.whatwg.org/#process-search-for-init + static tl::expected + process_search(std::string_view value, std::string_view type); + + // @see https://urlpattern.spec.whatwg.org/#process-hash-for-init + static tl::expected process_hash(std::string_view value, + std::string_view type); + +#if ADA_TESTING + friend void PrintTo(const url_pattern_init &init, std::ostream *os) { + *os << "protocol: '" << init.protocol.value_or("undefined") << "', "; + *os << "username: '" << init.username.value_or("undefined") << "', "; + *os << "password: '" << init.password.value_or("undefined") << "', "; + *os << "hostname: '" << init.hostname.value_or("undefined") << "', "; + *os << "port: '" << init.port.value_or("undefined") << "', "; + *os << "pathname: '" << init.pathname.value_or("undefined") << "', "; + *os << "search: '" << init.search.value_or("undefined") << "', "; + *os << "hash: '" << init.hash.value_or("undefined") << "', "; + *os << "base_url: '" << init.base_url.value_or("undefined") << "', "; + } +#endif // ADA_TESTING + + bool operator==(const url_pattern_init &) const; + + std::optional protocol{}; + std::optional username{}; + std::optional password{}; + std::optional hostname{}; + std::optional port{}; + std::optional pathname{}; + std::optional search{}; + std::optional hash{}; + std::optional base_url{}; +}; +} // namespace ada + +#endif // ADA_URL_PATTERN_INIT_H +/* end file include/ada/url_pattern_init.h */ + +/** + * @private + */ +namespace ada { +struct url_aggregator; +struct url; +template class url_pattern; +struct url_pattern_options; +enum class errors : uint8_t; +} // namespace ada + +/** + * @namespace ada::parser + * @brief Includes the definitions for supported parsers + */ +namespace ada::parser { +/** + * Parses a url. The parameter user_input is the input to be parsed: + * it should be a valid UTF-8 string. The parameter base_url is an optional + * parameter that can be used to resolve relative URLs. If the base_url is + * provided, the user_input is resolved against the base_url. + */ +template +result_type parse_url(std::string_view user_input, + const result_type *base_url = nullptr); + +extern template url_aggregator +parse_url(std::string_view user_input, + const url_aggregator *base_url); +extern template url parse_url(std::string_view user_input, + const url *base_url); + +template +result_type parse_url_impl(std::string_view user_input, + const result_type *base_url = nullptr); + +extern template url_aggregator +parse_url_impl(std::string_view user_input, + const url_aggregator *base_url); +extern template url parse_url_impl(std::string_view user_input, + const url *base_url); + +template +tl::expected, errors> +parse_url_pattern_impl(std::variant input, + const std::string_view *base_url, + const url_pattern_options *options); + +} // namespace ada::parser + +#endif // ADA_PARSER_H +/* end file include/ada/parser.h */ +/* begin file include/ada/parser-inl.h */ +/** + * @file parser-inl.h + */ +#ifndef ADA_PARSER_INL_H +#define ADA_PARSER_INL_H + +/* begin file include/ada/url_pattern.h */ +/** + * @file url_pattern.h + * @brief Declaration for the URLPattern implementation. + */ +#ifndef ADA_URL_PATTERN_H +#define ADA_URL_PATTERN_H + +/* begin file include/ada/implementation.h */ +/** + * @file implementation.h + * @brief Definitions for user facing functions for parsing URL and it's + * components. + */ +#ifndef ADA_IMPLEMENTATION_H +#define ADA_IMPLEMENTATION_H + +#include +#include + +/* begin file include/ada/url.h */ +/** + * @file url.h + * @brief Declaration for the URL + */ +#ifndef ADA_URL_H +#define ADA_URL_H + +#include +#include +#include +#include + +/* begin file include/ada/checkers.h */ +/** + * @file checkers.h + * @brief Declarations for URL specific checkers used within Ada. + */ +#ifndef ADA_CHECKERS_H +#define ADA_CHECKERS_H + +#include +#include + +/** + * These functions are not part of our public API and may + * change at any time. + * @private + * @namespace ada::checkers + * @brief Includes the definitions for validation functions + */ +namespace ada::checkers { + +/** + * @private + * Assuming that x is an ASCII letter, this function returns the lower case + * equivalent. + * @details More likely to be inlined by the compiler and constexpr. + */ +constexpr char to_lower(char x) noexcept; + +/** + * @private + * Returns true if the character is an ASCII letter. Equivalent to std::isalpha + * but more likely to be inlined by the compiler. + * + * @attention std::isalpha is not constexpr generally. + */ +constexpr bool is_alpha(char x) noexcept; + +/** + * @private + * Check whether a string starts with 0x or 0X. The function is only + * safe if input.size() >=2. + * + * @see has_hex_prefix + */ +constexpr bool has_hex_prefix_unsafe(std::string_view input); +/** + * @private + * Check whether a string starts with 0x or 0X. + */ +constexpr bool has_hex_prefix(std::string_view input); + +/** + * @private + * Check whether x is an ASCII digit. More likely to be inlined than + * std::isdigit. + */ +constexpr bool is_digit(char x) noexcept; + +/** + * @private + * @details A string starts with a Windows drive letter if all of the following + * are true: + * + * - its length is greater than or equal to 2 + * - its first two code points are a Windows drive letter + * - its length is 2 or its third code point is U+002F (/), U+005C (\), U+003F + * (?), or U+0023 (#). + * + * https://url.spec.whatwg.org/#start-with-a-windows-drive-letter + */ +inline constexpr bool is_windows_drive_letter(std::string_view input) noexcept; + +/** + * @private + * @details A normalized Windows drive letter is a Windows drive letter of which + * the second code point is U+003A (:). + */ +inline constexpr bool +is_normalized_windows_drive_letter(std::string_view input) noexcept; + +/** + * @private + * Returns true if an input is an ipv4 address. It is assumed that the string + * does not contain uppercase ASCII characters (the input should have been + * lowered cased before calling this function) and is not empty. + */ +ada_really_inline constexpr bool is_ipv4(std::string_view view) noexcept; + +/** + * @private + * Returns a bitset. If the first bit is set, then at least one character needs + * percent encoding. If the second bit is set, a \\ is found. If the third bit + * is set then we have a dot. If the fourth bit is set, then we have a percent + * character. + */ +ada_really_inline constexpr uint8_t +path_signature(std::string_view input) noexcept; + +/** + * @private + * Returns true if the length of the domain name and its labels are according to + * the specifications. The length of the domain must be 255 octets (253 + * characters not including the last 2 which are the empty label reserved at the + * end). When the empty label is included (a dot at the end), the domain name + * can have 254 characters. The length of a label must be at least 1 and at most + * 63 characters. + * @see section 3.1. of https://www.rfc-editor.org/rfc/rfc1034 + * @see https://www.unicode.org/reports/tr46/#ToASCII + */ +ada_really_inline constexpr bool +verify_dns_length(std::string_view input) noexcept; + +} // namespace ada::checkers + +#endif // ADA_CHECKERS_H +/* end file include/ada/checkers.h */ +/* begin file include/ada/url_components.h */ +/** + * @file url_components.h + * @brief Declaration for the URL Components + */ +#ifndef ADA_URL_COMPONENTS_H +#define ADA_URL_COMPONENTS_H + +namespace ada { + +/** + * @brief URL Component representations using offsets. + * + * @details We design the url_components struct so that it is as small + * and simple as possible. This version uses 32 bytes. + * + * This struct is used to extract components from a single 'href'. + */ +struct url_components { + constexpr static uint32_t omitted = uint32_t(-1); + + url_components() = default; + url_components(const url_components &u) = default; + url_components(url_components &&u) noexcept = default; + url_components &operator=(url_components &&u) noexcept = default; + url_components &operator=(const url_components &u) = default; + ~url_components() = default; + + /* + * By using 32-bit integers, we implicitly assume that the URL string + * cannot exceed 4 GB. + * + * https://user:pass@example.com:1234/foo/bar?baz#quux + * | | | | ^^^^| | | + * | | | | | | | `----- hash_start + * | | | | | | `--------- search_start + * | | | | | `----------------- pathname_start + * | | | | `--------------------- port + * | | | `----------------------- host_end + * | | `---------------------------------- host_start + * | `--------------------------------------- username_end + * `--------------------------------------------- protocol_end + */ + uint32_t protocol_end{0}; + /** + * Username end is not `omitted` by default to make username and password + * getters less costly to implement. + */ + uint32_t username_end{0}; + uint32_t host_start{0}; + uint32_t host_end{0}; + uint32_t port{omitted}; + uint32_t pathname_start{0}; + uint32_t search_start{omitted}; + uint32_t hash_start{omitted}; + + /** + * Check the following conditions: + * protocol_end < username_end < ... < hash_start, + * expect when a value is omitted. It also computes + * a lower bound on the possible string length that may match these + * offsets. + * @return true if the offset values are + * consistent with a possible URL string + */ + [[nodiscard]] constexpr bool check_offset_consistency() const noexcept; + + /** + * Converts a url_components to JSON stringified version. + */ + [[nodiscard]] std::string to_string() const; + +}; // struct url_components +} // namespace ada +#endif +/* end file include/ada/url_components.h */ + +namespace ada { + +struct url_aggregator; + +// namespace parser { +// template +// result_type parse_url(std::string_view user_input, +// const result_type* base_url = nullptr); +// template +// result_type parse_url_impl(std::string_view user_input, +// const result_type* base_url = nullptr); +// } + +/** + * @brief Generic URL struct reliant on std::string instantiation. + * + * @details To disambiguate from a valid URL string it can also be referred to + * as a URL record. A URL is a struct that represents a universal identifier. + * Unlike the url_aggregator, the ada::url represents the different components + * of a parsed URL as independent std::string instances. This makes the + * structure heavier and more reliant on memory allocations. When getting + * components from the parsed URL, a new std::string is typically constructed. + * + * @see https://url.spec.whatwg.org/#url-representation + */ +struct url : url_base { + url() = default; + url(const url &u) = default; + url(url &&u) noexcept = default; + url &operator=(url &&u) noexcept = default; + url &operator=(const url &u) = default; + ~url() override = default; + + /** + * @private + * A URL's username is an ASCII string identifying a username. It is initially + * the empty string. + */ + std::string username{}; + + /** + * @private + * A URL's password is an ASCII string identifying a password. It is initially + * the empty string. + */ + std::string password{}; + + /** + * @private + * A URL's host is null or a host. It is initially null. + */ + std::optional host{}; + + /** + * @private + * A URL's port is either null or a 16-bit unsigned integer that identifies a + * networking port. It is initially null. + */ + std::optional port{}; + + /** + * @private + * A URL's path is either an ASCII string or a list of zero or more ASCII + * strings, usually identifying a location. + */ + std::string path{}; + + /** + * @private + * A URL's query is either null or an ASCII string. It is initially null. + */ + std::optional query{}; + + /** + * @private + * A URL's fragment is either null or an ASCII string that can be used for + * further processing on the resource the URL's other components identify. It + * is initially null. + */ + std::optional hash{}; + + /** @return true if it has an host but it is the empty string */ + [[nodiscard]] inline bool has_empty_hostname() const noexcept; + /** @return true if the URL has a (non default) port */ + [[nodiscard]] inline bool has_port() const noexcept; + /** @return true if it has a host (included an empty host) */ + [[nodiscard]] inline bool has_hostname() const noexcept; + [[nodiscard]] bool has_valid_domain() const noexcept override; + + /** + * Returns a JSON string representation of this URL. + */ + [[nodiscard]] std::string to_string() const override; + + /** + * @see https://url.spec.whatwg.org/#dom-url-href + * @see https://url.spec.whatwg.org/#concept-url-serializer + */ + [[nodiscard]] ada_really_inline std::string get_href() const noexcept; + + /** + * The origin getter steps are to return the serialization of this's URL's + * origin. [HTML] + * @return a newly allocated string. + * @see https://url.spec.whatwg.org/#concept-url-origin + */ + [[nodiscard]] std::string get_origin() const noexcept override; + + /** + * The protocol getter steps are to return this's URL's scheme, followed by + * U+003A (:). + * @return a newly allocated string. + * @see https://url.spec.whatwg.org/#dom-url-protocol + */ + [[nodiscard]] std::string get_protocol() const noexcept; + + /** + * Return url's host, serialized, followed by U+003A (:) and url's port, + * serialized. + * When there is no host, this function returns the empty string. + * @return a newly allocated string. + * @see https://url.spec.whatwg.org/#dom-url-host + */ + [[nodiscard]] std::string get_host() const noexcept; + + /** + * Return this's URL's host, serialized. + * When there is no host, this function returns the empty string. + * @return a newly allocated string. + * @see https://url.spec.whatwg.org/#dom-url-hostname + */ + [[nodiscard]] std::string get_hostname() const noexcept; + + /** + * The pathname getter steps are to return the result of URL path serializing + * this's URL. + * @return a newly allocated string. + * @see https://url.spec.whatwg.org/#dom-url-pathname + */ + [[nodiscard]] constexpr std::string_view get_pathname() const noexcept; + + /** + * Compute the pathname length in bytes without instantiating a view or a + * string. + * @return size of the pathname in bytes + * @see https://url.spec.whatwg.org/#dom-url-pathname + */ + [[nodiscard]] ada_really_inline size_t get_pathname_length() const noexcept; + + /** + * Return U+003F (?), followed by this's URL's query. + * @return a newly allocated string. + * @see https://url.spec.whatwg.org/#dom-url-search + */ + [[nodiscard]] std::string get_search() const noexcept; + + /** + * The username getter steps are to return this's URL's username. + * @return a constant reference to the underlying string. + * @see https://url.spec.whatwg.org/#dom-url-username + */ + [[nodiscard]] const std::string &get_username() const noexcept; + + /** + * @return Returns true on successful operation. + * @see https://url.spec.whatwg.org/#dom-url-username + */ + bool set_username(std::string_view input); + + /** + * @return Returns true on success. + * @see https://url.spec.whatwg.org/#dom-url-password + */ + bool set_password(std::string_view input); + + /** + * @return Returns true on success. + * @see https://url.spec.whatwg.org/#dom-url-port + */ + bool set_port(std::string_view input); + + /** + * This function always succeeds. + * @see https://url.spec.whatwg.org/#dom-url-hash + */ + void set_hash(std::string_view input); + + /** + * This function always succeeds. + * @see https://url.spec.whatwg.org/#dom-url-search + */ + void set_search(std::string_view input); + + /** + * @return Returns true on success. + * @see https://url.spec.whatwg.org/#dom-url-search + */ + bool set_pathname(std::string_view input); + + /** + * @return Returns true on success. + * @see https://url.spec.whatwg.org/#dom-url-host + */ + bool set_host(std::string_view input); + + /** + * @return Returns true on success. + * @see https://url.spec.whatwg.org/#dom-url-hostname + */ + bool set_hostname(std::string_view input); + + /** + * @return Returns true on success. + * @see https://url.spec.whatwg.org/#dom-url-protocol + */ + bool set_protocol(std::string_view input); + + /** + * @see https://url.spec.whatwg.org/#dom-url-href + */ + bool set_href(std::string_view input); + + /** + * The password getter steps are to return this's URL's password. + * @return a constant reference to the underlying string. + * @see https://url.spec.whatwg.org/#dom-url-password + */ + [[nodiscard]] const std::string &get_password() const noexcept; + + /** + * Return this's URL's port, serialized. + * @return a newly constructed string representing the port. + * @see https://url.spec.whatwg.org/#dom-url-port + */ + [[nodiscard]] std::string get_port() const noexcept; + + /** + * Return U+0023 (#), followed by this's URL's fragment. + * @return a newly constructed string representing the hash. + * @see https://url.spec.whatwg.org/#dom-url-hash + */ + [[nodiscard]] std::string get_hash() const noexcept; + + /** + * A URL includes credentials if its username or password is not the empty + * string. + */ + [[nodiscard]] ada_really_inline bool has_credentials() const noexcept; + + /** + * Useful for implementing efficient serialization for the URL. + * + * https://user:pass@example.com:1234/foo/bar?baz#quux + * | | | | ^^^^| | | + * | | | | | | | `----- hash_start + * | | | | | | `--------- search_start + * | | | | | `----------------- pathname_start + * | | | | `--------------------- port + * | | | `----------------------- host_end + * | | `---------------------------------- host_start + * | `--------------------------------------- username_end + * `--------------------------------------------- protocol_end + * + * Inspired after servo/url + * + * @return a newly constructed component. + * + * @see + * https://github.com/servo/rust-url/blob/b65a45515c10713f6d212e6726719a020203cc98/url/src/quirks.rs#L31 + */ + [[nodiscard]] ada_really_inline ada::url_components + get_components() const noexcept; + /** @return true if the URL has a hash component */ + [[nodiscard]] constexpr bool has_hash() const noexcept override; + /** @return true if the URL has a search component */ + [[nodiscard]] constexpr bool has_search() const noexcept override; + +private: + friend ada::url ada::parser::parse_url(std::string_view, + const ada::url *); + friend ada::url_aggregator + ada::parser::parse_url(std::string_view, + const ada::url_aggregator *); + friend void ada::helpers::strip_trailing_spaces_from_opaque_path( + ada::url &url) noexcept; + + friend ada::url ada::parser::parse_url_impl(std::string_view, + const ada::url *); + friend ada::url_aggregator + ada::parser::parse_url_impl( + std::string_view, const ada::url_aggregator *); + + inline void update_unencoded_base_hash(std::string_view input); + inline void update_base_hostname(std::string_view input); + inline void update_base_search(std::string_view input, + const uint8_t query_percent_encode_set[]); + inline void update_base_search(std::optional &&input); + inline void update_base_pathname(std::string_view input); + inline void update_base_username(std::string_view input); + inline void update_base_password(std::string_view input); + inline void update_base_port(std::optional input); + + /** + * Sets the host or hostname according to override condition. + * Return true on success. + * @see https://url.spec.whatwg.org/#hostname-state + */ + template + bool set_host_or_hostname(std::string_view input); + + /** + * Return true on success. + * @see https://url.spec.whatwg.org/#concept-ipv4-parser + */ + [[nodiscard]] bool parse_ipv4(std::string_view input); + + /** + * Return true on success. + * @see https://url.spec.whatwg.org/#concept-ipv6-parser + */ + [[nodiscard]] bool parse_ipv6(std::string_view input); + + /** + * Return true on success. + * @see https://url.spec.whatwg.org/#concept-opaque-host-parser + */ + [[nodiscard]] bool parse_opaque_host(std::string_view input); + + /** + * A URL's scheme is an ASCII string that identifies the type of URL and can + * be used to dispatch a URL for further processing after parsing. It is + * initially the empty string. We only set non_special_scheme when the scheme + * is non-special, otherwise we avoid constructing string. + * + * Special schemes are stored in ada::scheme::details::is_special_list so we + * typically do not need to store them in each url instance. + */ + std::string non_special_scheme{}; + + /** + * A URL cannot have a username/password/port if its host is null or the empty + * string, or its scheme is "file". + */ + [[nodiscard]] inline bool cannot_have_credentials_or_port() const; + + ada_really_inline size_t parse_port( + std::string_view view, bool check_trailing_content) noexcept override; + + ada_really_inline size_t parse_port(std::string_view view) noexcept override { + return this->parse_port(view, false); + } + + /** + * Parse the host from the provided input. We assume that + * the input does not contain spaces or tabs. Control + * characters and spaces are not trimmed (they should have + * been removed if needed). + * Return true on success. + * @see https://url.spec.whatwg.org/#host-parsing + */ + [[nodiscard]] ada_really_inline bool parse_host(std::string_view input); + + template + [[nodiscard]] ada_really_inline bool parse_scheme(std::string_view input); + + constexpr void clear_pathname() override; + constexpr void clear_search() override; + constexpr void set_protocol_as_file(); + + /** + * Parse the path from the provided input. + * Return true on success. Control characters not + * trimmed from the ends (they should have + * been removed if needed). + * + * The input is expected to be UTF-8. + * + * @see https://url.spec.whatwg.org/ + */ + ada_really_inline void parse_path(std::string_view input); + + /** + * Set the scheme for this URL. The provided scheme should be a valid + * scheme string, be lower-cased, not contain spaces or tabs. It should + * have no spurious trailing or leading content. + */ + inline void set_scheme(std::string &&new_scheme) noexcept; + + /** + * Take the scheme from another URL. The scheme string is moved from the + * provided url. + */ + constexpr void copy_scheme(ada::url &&u) noexcept; + + /** + * Take the scheme from another URL. The scheme string is copied from the + * provided url. + */ + constexpr void copy_scheme(const ada::url &u); + +}; // struct url + +inline std::ostream &operator<<(std::ostream &out, const ada::url &u); +} // namespace ada + +#endif // ADA_URL_H +/* end file include/ada/url.h */ + +namespace ada { + +template +using result = tl::expected; + +/** + * The URL parser takes a scalar value string input, with an optional null or + * base URL base (default null). The parser assumes the input is a valid ASCII + * or UTF-8 string. + * + * @param input the string input to analyze (must be valid ASCII or UTF-8) + * @param base_url the optional URL input to use as a base url. + * @return a parsed URL. + */ +template +ada_warn_unused ada::result +parse(std::string_view input, const result_type *base_url = nullptr); + +extern template ada::result parse(std::string_view input, + const url *base_url); +extern template ada::result +parse(std::string_view input, const url_aggregator *base_url); + +/** + * Verifies whether the URL strings can be parsed. The function assumes + * that the inputs are valid ASCII or UTF-8 strings. + * @see https://url.spec.whatwg.org/#dom-url-canparse + * @return If URL can be parsed or not. + */ +bool can_parse(std::string_view input, + const std::string_view *base_input = nullptr); + +/** + * Implementation of the URL pattern parsing algorithm. + * @see https://urlpattern.spec.whatwg.org + * + * @param input valid UTF-8 string or URLPatternInit struct + * @param base_url an optional valid UTF-8 string + * @param options an optional url_pattern_options struct + * @return url_pattern instance + */ +template +ada_warn_unused tl::expected, errors> +parse_url_pattern(std::variant input, + const std::string_view *base_url = nullptr, + const url_pattern_options *options = nullptr); + +/** + * Computes a href string from a file path. The function assumes + * that the input is a valid ASCII or UTF-8 string. + * @return a href string (starts with file:://) + */ +std::string href_from_file(std::string_view path); +} // namespace ada + +#endif // ADA_IMPLEMENTATION_H +/* end file include/ada/implementation.h */ + +#include +#include +#include +#include + +#if ADA_TESTING +#include +#endif // ADA_TESTING + +namespace ada { + +enum class url_pattern_part_type : uint8_t { + // The part represents a simple fixed text string. + FIXED_TEXT, + // The part represents a matching group with a custom regular expression. + REGEXP, + // The part represents a matching group that matches code points up to the + // next separator code point. This is typically used for a named group like + // ":foo" that does not have a custom regular expression. + SEGMENT_WILDCARD, + // The part represents a matching group that greedily matches all code points. + // This is typically used for the "*" wildcard matching group. + FULL_WILDCARD, +}; + +enum class url_pattern_part_modifier : uint8_t { + // The part does not have a modifier. + none, + // The part has an optional modifier indicated by the U+003F (?) code point. + optional, + // The part has a "zero or more" modifier indicated by the U+002A (*) code + // point. + zero_or_more, + // The part has a "one or more" modifier indicated by the U+002B (+) code + // point. + one_or_more, +}; + +// @see https://urlpattern.spec.whatwg.org/#part +class url_pattern_part { +public: + url_pattern_part(url_pattern_part_type _type, std::string &&_value, + url_pattern_part_modifier _modifier) + : type(_type), value(_value), modifier(_modifier) {} + + url_pattern_part(url_pattern_part_type _type, std::string &&_value, + url_pattern_part_modifier _modifier, std::string &&_name, + std::string &&_prefix, std::string &&_suffix) + : type(_type), value(_value), modifier(_modifier), name(_name), + prefix(_prefix), suffix(_suffix) {} + // A part has an associated type, a string, which must be set upon creation. + url_pattern_part_type type; + // A part has an associated value, a string, which must be set upon creation. + std::string value; + // A part has an associated modifier a string, which must be set upon + // creation. + url_pattern_part_modifier modifier; + // A part has an associated name, a string, initially the empty string. + std::string name{}; + // A part has an associated prefix, a string, initially the empty string. + std::string prefix{}; + // A part has an associated suffix, a string, initially the empty string. + std::string suffix{}; + + inline bool is_regexp() const noexcept; +}; + +// @see https://urlpattern.spec.whatwg.org/#options-header +struct url_pattern_compile_component_options { + url_pattern_compile_component_options() = default; + explicit url_pattern_compile_component_options( + std::optional new_delimiter = std::nullopt, + std::optional new_prefix = std::nullopt) + : delimiter(new_delimiter), prefix(new_prefix) {} + + inline std::string_view get_delimiter() const ada_warn_unused; + inline std::string_view get_prefix() const ada_warn_unused; + + // @see https://urlpattern.spec.whatwg.org/#options-ignore-case + bool ignore_case = false; + + static url_pattern_compile_component_options DEFAULT; + static url_pattern_compile_component_options HOSTNAME; + static url_pattern_compile_component_options PATHNAME; + +private: + // @see https://urlpattern.spec.whatwg.org/#options-delimiter-code-point + std::optional delimiter{}; + // @see https://urlpattern.spec.whatwg.org/#options-prefix-code-point + std::optional prefix{}; +}; + +// The default options is an options struct with delimiter code point set to +// the empty string and prefix code point set to the empty string. +inline url_pattern_compile_component_options + url_pattern_compile_component_options::DEFAULT(std::nullopt, std::nullopt); + +// The hostname options is an options struct with delimiter code point set +// "." and prefix code point set to the empty string. +inline url_pattern_compile_component_options + url_pattern_compile_component_options::HOSTNAME('.', std::nullopt); + +// The pathname options is an options struct with delimiter code point set +// "/" and prefix code point set to "/". +inline url_pattern_compile_component_options + url_pattern_compile_component_options::PATHNAME('/', '/'); + +// A struct providing the URLPattern matching results for a single +// URL component. The URLPatternComponentResult is only ever used +// as a member attribute of a URLPatternResult struct. The +// URLPatternComponentResult API is defined as part of the URLPattern +// specification. +struct url_pattern_component_result { + std::string input; + std::unordered_map> groups; + + bool operator==(const url_pattern_component_result &) const; + +#if ADA_TESTING + friend void PrintTo(const url_pattern_component_result &result, + std::ostream *os) { + *os << "input: '" << result.input << "', group: "; + for (const auto &group : result.groups) { + *os << "(" << group.first << ", " << group.second.value_or("undefined") + << ") "; + } + } +#endif // ADA_TESTING +}; + +template +class url_pattern_component { +public: + url_pattern_component() = default; + + // This function explicitly takes a std::string because it is moved. + // To avoid unnecessary copy, move each value while calling the constructor. + url_pattern_component(std::string &&new_pattern, + typename regex_provider::regex_type &&new_regexp, + std::vector &&new_group_name_list, + bool new_has_regexp_groups) + : regexp(std::move(new_regexp)), pattern(std::move(new_pattern)), + group_name_list(new_group_name_list), + has_regexp_groups(new_has_regexp_groups) {} + + // @see https://urlpattern.spec.whatwg.org/#compile-a-component + template + static tl::expected + compile(std::string_view input, F &encoding_callback, + url_pattern_compile_component_options &options); + + // @see https://urlpattern.spec.whatwg.org/#create-a-component-match-result + url_pattern_component_result create_component_match_result( + std::string_view input, + std::vector> &&exec_result); + +#if ADA_TESTING + friend void PrintTo(const url_pattern_component &component, + std::ostream *os) { + *os << "pattern: '" << component.pattern + << "', has_regexp_groups: " << component.has_regexp_groups + << "group_name_list: "; + for (const auto &name : component.group_name_list) { + *os << name << ", "; + } + } +#endif // ADA_TESTING + + typename regex_provider::regex_type regexp{}; + std::string pattern{}; + std::vector group_name_list{}; + bool has_regexp_groups = false; +}; + +using url_pattern_input = std::variant; + +// A struct providing the URLPattern matching results for all +// components of a URL. The URLPatternResult API is defined as +// part of the URLPattern specification. +struct url_pattern_result { + std::vector inputs; + url_pattern_component_result protocol; + url_pattern_component_result username; + url_pattern_component_result password; + url_pattern_component_result hostname; + url_pattern_component_result port; + url_pattern_component_result pathname; + url_pattern_component_result search; + url_pattern_component_result hash; +}; + +struct url_pattern_options { + bool ignore_case = false; + +#if ADA_TESTING + friend void PrintTo(const url_pattern_options &options, std::ostream *os) { + *os << "ignore_case: '" << options.ignore_case; + } +#endif // ADA_TESTING +}; + +// URLPattern is a Web Platform standard API for matching URLs against a +// pattern syntax (think of it as a regular expression for URLs). It is +// defined in https://wicg.github.io/urlpattern. +// More information about the URL Pattern syntax can be found at +// https://developer.mozilla.org/en-US/docs/Web/API/URL_Pattern_API +template class url_pattern { +public: + url_pattern() = default; + + /** + * @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-exec + */ + result> + exec(const url_pattern_input &input, + const std::string_view *base_url = nullptr); + + /** + * @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-test + */ + result test(const url_pattern_input &input, + const std::string_view *base_url = nullptr); + + /** + * @see https://urlpattern.spec.whatwg.org/#url-pattern-match + * This function expects a valid UTF-8 string if input is a string. + */ + result> + match(const url_pattern_input &input, + const std::string_view *base_url_string = nullptr); + + // @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-protocol + [[nodiscard]] std::string_view get_protocol() const ada_lifetime_bound; + // @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-username + [[nodiscard]] std::string_view get_username() const ada_lifetime_bound; + // @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-password + [[nodiscard]] std::string_view get_password() const ada_lifetime_bound; + // @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-hostname + [[nodiscard]] std::string_view get_hostname() const ada_lifetime_bound; + // @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-port + [[nodiscard]] std::string_view get_port() const ada_lifetime_bound; + // @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-pathname + [[nodiscard]] std::string_view get_pathname() const ada_lifetime_bound; + // @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-search + [[nodiscard]] std::string_view get_search() const ada_lifetime_bound; + // @see https://urlpattern.spec.whatwg.org/#dom-urlpattern-hash + [[nodiscard]] std::string_view get_hash() const ada_lifetime_bound; + + // If ignoreCase is true, the JavaScript regular expression created for each + // pattern must use the `vi` flag. Otherwise, they must use the `v` flag. + [[nodiscard]] bool ignore_case() const; + + // @see https://urlpattern.spec.whatwg.org/#url-pattern-has-regexp-groups + [[nodiscard]] bool has_regexp_groups() const; + +#if ADA_TESTING + friend void PrintTo(const url_pattern &c, std::ostream *os) { + *os << "protocol_component: '" << c.get_protocol() << ", "; + *os << "username_component: '" << c.get_username() << ", "; + *os << "password_component: '" << c.get_password() << ", "; + *os << "hostname_component: '" << c.get_hostname() << ", "; + *os << "port_component: '" << c.get_port() << ", "; + *os << "pathname_component: '" << c.get_pathname() << ", "; + *os << "search_component: '" << c.get_search() << ", "; + *os << "hash_component: '" << c.get_hash(); + } +#endif // ADA_TESTING + + template + friend tl::expected, errors> parser::parse_url_pattern_impl( + std::variant input, + const std::string_view *base_url, const url_pattern_options *options); + +private: + url_pattern_component protocol_component{}; + url_pattern_component username_component{}; + url_pattern_component password_component{}; + url_pattern_component hostname_component{}; + url_pattern_component port_component{}; + url_pattern_component pathname_component{}; + url_pattern_component search_component{}; + url_pattern_component hash_component{}; + bool ignore_case_ = false; +}; + +} // namespace ada + +#endif +/* end file include/ada/url_pattern.h */ +/* begin file include/ada/url_pattern_helpers.h */ +/** + * @file url_pattern_helpers.h + * @brief Declaration for the URLPattern helpers. + */ +#ifndef ADA_URL_PATTERN_HELPERS_H +#define ADA_URL_PATTERN_HELPERS_H + +#include +#include +#include + +namespace ada { +enum class errors : uint8_t; +} + +namespace ada::url_pattern_helpers { + +// @see https://urlpattern.spec.whatwg.org/#token +enum class token_type : uint8_t { + INVALID_CHAR, // 0 + OPEN, // 1 + CLOSE, // 2 + REGEXP, // 3 + NAME, // 4 + CHAR, // 5 + ESCAPED_CHAR, // 6 + OTHER_MODIFIER, // 7 + ASTERISK, // 8 + END, // 9 +}; + +std::string to_string(token_type type); + +// @see https://urlpattern.spec.whatwg.org/#tokenize-policy +enum class token_policy { + strict, + lenient, +}; + +// @see https://urlpattern.spec.whatwg.org/#tokens +class token { +public: + token(token_type _type, size_t _index, std::string &&_value) + : type(_type), index(_index), value(std::move(_value)) {} + + // A token has an associated type, a string, initially "invalid-char". + token_type type = token_type::INVALID_CHAR; + + // A token has an associated index, a number, initially 0. It is the position + // of the first code point in the pattern string represented by the token. + size_t index = 0; + + // A token has an associated value, a string, initially the empty string. It + // contains the code points from the pattern string represented by the token. + std::string value{}; +}; + +// @see https://urlpattern.spec.whatwg.org/#pattern-parser +template class url_pattern_parser { +public: + url_pattern_parser(F &encoding_callback_, + std::string_view segment_wildcard_regexp_) + : encoding_callback(encoding_callback_), + segment_wildcard_regexp(segment_wildcard_regexp_) {} + + bool can_continue() const { return index < tokens.size(); } + + // @see https://urlpattern.spec.whatwg.org/#try-to-consume-a-token + token *try_consume_token(token_type type); + // @see https://urlpattern.spec.whatwg.org/#try-to-consume-a-modifier-token + token *try_consume_modifier_token(); + // @see + // https://urlpattern.spec.whatwg.org/#try-to-consume-a-regexp-or-wildcard-token + token *try_consume_regexp_or_wildcard_token(const token *name_token); + // @see https://urlpattern.spec.whatwg.org/#consume-text + std::string consume_text(); + // @see https://urlpattern.spec.whatwg.org/#consume-a-required-token + bool consume_required_token(token_type type); + // @see + // https://urlpattern.spec.whatwg.org/#maybe-add-a-part-from-the-pending-fixed-value + std::optional + maybe_add_part_from_the_pending_fixed_value() ada_warn_unused; + // @see https://urlpattern.spec.whatwg.org/#add-a-part + std::optional add_part(std::string_view prefix, token *name_token, + token *regexp_or_wildcard_token, + std::string_view suyffix, + token *modifier_token) ada_warn_unused; + + std::vector tokens{}; + F &encoding_callback; + std::string segment_wildcard_regexp; + std::vector parts{}; + std::string pending_fixed_value{}; + size_t index = 0; + size_t next_numeric_name = 0; +}; + +// @see https://urlpattern.spec.whatwg.org/#tokenizer +class Tokenizer { +public: + explicit Tokenizer(std::string_view new_input, token_policy new_policy) + : input(new_input), policy(new_policy) {} + + // @see https://urlpattern.spec.whatwg.org/#get-the-next-code-point + void get_next_code_point(); + + // @see https://urlpattern.spec.whatwg.org/#seek-and-get-the-next-code-point + void seek_and_get_next_code_point(size_t index); + + // @see https://urlpattern.spec.whatwg.org/#add-a-token + + void add_token(token_type type, size_t next_position, size_t value_position, + size_t value_length); + + // @see https://urlpattern.spec.whatwg.org/#add-a-token-with-default-length + void add_token_with_default_length(token_type type, size_t next_position, + size_t value_position); + + // @see + // https://urlpattern.spec.whatwg.org/#add-a-token-with-default-position-and-length + void add_token_with_defaults(token_type type); + + // @see https://urlpattern.spec.whatwg.org/#process-a-tokenizing-error + std::optional + process_tokenizing_error(size_t next_position, + size_t value_position) ada_warn_unused; + + friend tl::expected, errors> + tokenize(std::string_view input, token_policy policy); + +private: + // has an associated input, a pattern string, initially the empty string. + std::string input; + // has an associated policy, a tokenize policy, initially "strict". + token_policy policy; + // has an associated token list, a token list, initially an empty list. + std::vector token_list{}; + // has an associated index, a number, initially 0. + size_t index = 0; + // has an associated next index, a number, initially 0. + size_t next_index = 0; + // has an associated code point, a Unicode code point, initially null. + char32_t code_point{}; +}; + +// @see https://urlpattern.spec.whatwg.org/#constructor-string-parser +template +struct constructor_string_parser { + explicit constructor_string_parser(std::string_view new_input, + std::vector &&new_token_list) + : input(new_input), token_list(std::move(new_token_list)) {} + + // @see https://urlpattern.spec.whatwg.org/#rewind + void rewind(); + + // @see https://urlpattern.spec.whatwg.org/#is-a-hash-prefix + bool is_hash_prefix(); + + // @see https://urlpattern.spec.whatwg.org/#is-a-search-prefix + bool is_search_prefix(); + + // @see https://urlpattern.spec.whatwg.org/#parse-a-constructor-string + static tl::expected parse(std::string_view input); + + // @see https://urlpattern.spec.whatwg.org/#constructor-string-parser-state + enum class State { + INIT, + PROTOCOL, + AUTHORITY, + USERNAME, + PASSWORD, + HOSTNAME, + PORT, + PATHNAME, + SEARCH, + HASH, + DONE, + }; + + // @see https://urlpattern.spec.whatwg.org/#change-state + void change_state(State state, size_t skip); + + // @see https://urlpattern.spec.whatwg.org/#is-a-group-open + bool is_group_open() const; + + // @see https://urlpattern.spec.whatwg.org/#is-a-group-close + bool is_group_close() const; + + // @see https://urlpattern.spec.whatwg.org/#is-a-protocol-suffix + bool is_protocol_suffix(); + + // @see + // https://urlpattern.spec.whatwg.org/#compute-protocol-matches-a-special-scheme-flag + std::optional compute_protocol_matches_special_scheme_flag(); + + // @see https://urlpattern.spec.whatwg.org/#next-is-authority-slashes + bool next_is_authority_slashes(); + + // @see https://urlpattern.spec.whatwg.org/#is-an-identity-terminator + bool is_an_identity_terminator(); + + // @see https://urlpattern.spec.whatwg.org/#is-a-pathname-start + bool is_pathname_start(); + + // @see https://urlpattern.spec.whatwg.org/#is-a-password-prefix + bool is_password_prefix(); + + // @see https://urlpattern.spec.whatwg.org/#is-an-ipv6-open + bool is_an_ipv6_open(); + + // @see https://urlpattern.spec.whatwg.org/#is-an-ipv6-close + bool is_an_ipv6_close(); + + // @see https://urlpattern.spec.whatwg.org/#is-a-port-prefix + bool is_port_prefix(); + +private: + // @see https://urlpattern.spec.whatwg.org/#is-a-non-special-pattern-char + bool is_non_special_pattern_char(size_t index, std::string_view value); + + // @see https://urlpattern.spec.whatwg.org/#get-a-safe-token + const token *get_safe_token(size_t index); + + // @see https://urlpattern.spec.whatwg.org/#make-a-component-string + std::string make_component_string(); + // has an associated input, a string, which must be set upon creation. + std::string input; + // has an associated token list, a token list, which must be set upon + // creation. + std::vector token_list; + // has an associated result, a URLPatternInit, initially set to a new + // URLPatternInit. + url_pattern_init result{}; + // has an associated component start, a number, initially set to 0. + size_t component_start = 0; + // has an associated token index, a number, initially set to 0. + size_t token_index = 0; + // has an associated token increment, a number, initially set to 1. + size_t token_increment = 1; + // has an associated group depth, a number, initially set to 0. + size_t group_depth = 0; + // has an associated hostname IPv6 bracket depth, a number, initially set to + // 0. + size_t hostname_ipv6_bracket_depth = 0; + // has an associated protocol matches a special scheme flag, a boolean, + // initially set to false. + bool protocol_matches_a_special_scheme_flag = false; + // has an associated state, a string, initially set to "init". + State state = State::INIT; +}; + +// @see https://urlpattern.spec.whatwg.org/#canonicalize-a-protocol +tl::expected canonicalize_protocol(std::string_view input); + +// @see https://wicg.github.io/urlpattern/#canonicalize-a-username +tl::expected canonicalize_username(std::string_view input); + +// @see https://wicg.github.io/urlpattern/#canonicalize-a-password +tl::expected canonicalize_password(std::string_view input); + +// @see https://wicg.github.io/urlpattern/#canonicalize-a-password +tl::expected canonicalize_hostname(std::string_view input); + +// @see https://wicg.github.io/urlpattern/#canonicalize-an-ipv6-hostname +tl::expected +canonicalize_ipv6_hostname(std::string_view input); + +// @see https://wicg.github.io/urlpattern/#canonicalize-a-port +tl::expected canonicalize_port(std::string_view input); + +// @see https://wicg.github.io/urlpattern/#canonicalize-a-port +tl::expected +canonicalize_port_with_protocol(std::string_view input, + std::string_view protocol); + +// @see https://wicg.github.io/urlpattern/#canonicalize-a-pathname +tl::expected canonicalize_pathname(std::string_view input); + +// @see https://wicg.github.io/urlpattern/#canonicalize-an-opaque-pathname +tl::expected +canonicalize_opaque_pathname(std::string_view input); + +// @see https://wicg.github.io/urlpattern/#canonicalize-a-search +tl::expected canonicalize_search(std::string_view input); + +// @see https://wicg.github.io/urlpattern/#canonicalize-a-hash +tl::expected canonicalize_hash(std::string_view input); + +// @see https://urlpattern.spec.whatwg.org/#tokenize +tl::expected, errors> tokenize(std::string_view input, + token_policy policy); + +// @see https://urlpattern.spec.whatwg.org/#process-a-base-url-string +std::string process_base_url_string(std::string_view input, + std::string_view type); + +// @see https://urlpattern.spec.whatwg.org/#escape-a-pattern-string +std::string escape_pattern_string(std::string_view input); + +// @see https://urlpattern.spec.whatwg.org/#escape-a-regexp-string +std::string escape_regexp_string(std::string_view input); + +// @see https://urlpattern.spec.whatwg.org/#is-an-absolute-pathname +constexpr bool is_absolute_pathname(std::string_view input, + std::string_view type) noexcept; + +// @see https://urlpattern.spec.whatwg.org/#parse-a-pattern-string +template +tl::expected, errors> +parse_pattern_string(std::string_view input, + url_pattern_compile_component_options &options, + F &encoding_callback); + +// @see https://urlpattern.spec.whatwg.org/#generate-a-pattern-string +std::string +generate_pattern_string(std::vector &part_list, + url_pattern_compile_component_options &options); + +// @see +// https://urlpattern.spec.whatwg.org/#generate-a-regular-expression-and-name-list +std::tuple> +generate_regular_expression_and_name_list( + const std::vector &part_list, + url_pattern_compile_component_options options); + +// @see https://urlpattern.spec.whatwg.org/#hostname-pattern-is-an-ipv6-address +bool is_ipv6_address(std::string_view input) noexcept; + +// @see +// https://urlpattern.spec.whatwg.org/#protocol-component-matches-a-special-scheme +template +bool protocol_component_matches_special_scheme( + ada::url_pattern_component &input); + +// @see https://urlpattern.spec.whatwg.org/#convert-a-modifier-to-a-string +std::string convert_modifier_to_string(url_pattern_part_modifier modifier); + +// @see https://urlpattern.spec.whatwg.org/#generate-a-segment-wildcard-regexp +std::string +generate_segment_wildcard_regexp(url_pattern_compile_component_options options); + +} // namespace ada::url_pattern_helpers + +#endif +/* end file include/ada/url_pattern_helpers.h */ + +#include +#include + +namespace ada::parser { +template +tl::expected, errors> +parse_url_pattern_impl(std::variant input, + const std::string_view *base_url, + const url_pattern_options *options) { + // Let init be null. + url_pattern_init init; + + // If input is a scalar value string then: + if (std::holds_alternative(input)) { + // Set init to the result of running parse a constructor string given input. + auto parse_result = + url_pattern_helpers::constructor_string_parser::parse( + std::get(input)); + if (!parse_result) { + ada_log("constructor_string_parser::parse failed"); + return tl::unexpected(parse_result.error()); + } + init = std::move(*parse_result); + // If baseURL is null and init["protocol"] does not exist, then throw a + // TypeError. + if (!base_url && !init.protocol) { + ada_log("base url is null and protocol is not set"); + return tl::unexpected(errors::type_error); + } + + // If baseURL is not null, set init["baseURL"] to baseURL. + if (base_url) { + init.base_url = std::string(*base_url); + } + } else { + // Assert: input is a URLPatternInit. + ADA_ASSERT_TRUE(std::holds_alternative(input)); + // If baseURL is not null, then throw a TypeError. + if (base_url) { + ada_log("base url is not null"); + return tl::unexpected(errors::type_error); + } + // Optimization: Avoid copy by moving the input value. + // Set init to input. + init = std::move(std::get(input)); + } + + // Let processedInit be the result of process a URLPatternInit given init, + // "pattern", null, null, null, null, null, null, null, and null. + // TODO: Make "pattern" an enum to avoid creating a string everytime. + auto processed_init = url_pattern_init::process(init, "pattern"); + if (!processed_init) { + ada_log("url_pattern_init::process failed for init and 'pattern'"); + return tl::unexpected(processed_init.error()); + } + + // For each componentName of « "protocol", "username", "password", "hostname", + // "port", "pathname", "search", "hash" If processedInit[componentName] does + // not exist, then set processedInit[componentName] to "*". + ADA_ASSERT_TRUE(processed_init.has_value()); + if (!processed_init->protocol) + processed_init->protocol = "*"; + if (!processed_init->username) + processed_init->username = "*"; + if (!processed_init->password) + processed_init->password = "*"; + if (!processed_init->hostname) + processed_init->hostname = "*"; + if (!processed_init->port) + processed_init->port = "*"; + if (!processed_init->pathname) + processed_init->pathname = "*"; + if (!processed_init->search) + processed_init->search = "*"; + if (!processed_init->hash) + processed_init->hash = "*"; + + ada_log("-- processed_init->protocol: ", processed_init->protocol.value()); + ada_log("-- processed_init->username: ", processed_init->username.value()); + ada_log("-- processed_init->password: ", processed_init->password.value()); + ada_log("-- processed_init->hostname: ", processed_init->hostname.value()); + ada_log("-- processed_init->port: ", processed_init->port.value()); + ada_log("-- processed_init->pathname: ", processed_init->pathname.value()); + ada_log("-- processed_init->search: ", processed_init->search.value()); + ada_log("-- processed_init->hash: ", processed_init->hash.value()); + + // If processedInit["protocol"] is a special scheme and processedInit["port"] + // is a string which represents its corresponding default port in radix-10 + // using ASCII digits then set processedInit["port"] to the empty string. + // TODO: Optimization opportunity. + if (scheme::is_special(*processed_init->protocol)) { + std::string_view port = processed_init->port.value(); + helpers::trim_c0_whitespace(port); + if (std::to_string(scheme::get_special_port(*processed_init->protocol)) == + port) { + processed_init->port->clear(); + } + } + + // Let urlPattern be a new URL pattern. + url_pattern url_pattern_{}; + + // Set urlPattern’s protocol component to the result of compiling a component + // given processedInit["protocol"], canonicalize a protocol, and default + // options. + auto protocol_component = url_pattern_component::compile( + processed_init->protocol.value(), + url_pattern_helpers::canonicalize_protocol, + url_pattern_compile_component_options::DEFAULT); + if (!protocol_component) { + ada_log("url_pattern_component::compile failed for protocol ", + processed_init->protocol.value()); + return tl::unexpected(protocol_component.error()); + } + url_pattern_.protocol_component = std::move(*protocol_component); + + // Set urlPattern’s username component to the result of compiling a component + // given processedInit["username"], canonicalize a username, and default + // options. + auto username_component = url_pattern_component::compile( + processed_init->username.value(), + url_pattern_helpers::canonicalize_username, + url_pattern_compile_component_options::DEFAULT); + if (!username_component) { + ada_log("url_pattern_component::compile failed for username ", + processed_init->username.value()); + return tl::unexpected(username_component.error()); + } + url_pattern_.username_component = std::move(*username_component); + + // Set urlPattern’s password component to the result of compiling a component + // given processedInit["password"], canonicalize a password, and default + // options. + auto password_component = url_pattern_component::compile( + processed_init->password.value(), + url_pattern_helpers::canonicalize_password, + url_pattern_compile_component_options::DEFAULT); + if (!password_component) { + ada_log("url_pattern_component::compile failed for password ", + processed_init->password.value()); + return tl::unexpected(password_component.error()); + } + url_pattern_.password_component = std::move(*password_component); + + // TODO: Optimization opportunity. The following if statement can be + // simplified. + // If the result running hostname pattern is an IPv6 address given + // processedInit["hostname"] is true, then set urlPattern’s hostname component + // to the result of compiling a component given processedInit["hostname"], + // canonicalize an IPv6 hostname, and hostname options. + if (url_pattern_helpers::is_ipv6_address(processed_init->hostname.value())) { + ada_log("processed_init->hostname is ipv6 address"); + // then set urlPattern’s hostname component to the result of compiling a + // component given processedInit["hostname"], canonicalize an IPv6 hostname, + // and hostname options. + auto hostname_component = url_pattern_component::compile( + processed_init->hostname.value(), + url_pattern_helpers::canonicalize_ipv6_hostname, + url_pattern_compile_component_options::DEFAULT); + if (!hostname_component) { + ada_log("url_pattern_component::compile failed for ipv6 hostname ", + processed_init->hostname.value()); + return tl::unexpected(hostname_component.error()); + } + url_pattern_.hostname_component = std::move(*hostname_component); + } else { + // Otherwise, set urlPattern’s hostname component to the result of compiling + // a component given processedInit["hostname"], canonicalize a hostname, and + // hostname options. + auto hostname_component = url_pattern_component::compile( + processed_init->hostname.value(), + url_pattern_helpers::canonicalize_hostname, + url_pattern_compile_component_options::HOSTNAME); + if (!hostname_component) { + ada_log("url_pattern_component::compile failed for hostname ", + processed_init->hostname.value()); + return tl::unexpected(hostname_component.error()); + } + url_pattern_.hostname_component = std::move(*hostname_component); + } + + // Set urlPattern’s port component to the result of compiling a component + // given processedInit["port"], canonicalize a port, and default options. + auto port_component = url_pattern_component::compile( + processed_init->port.value(), url_pattern_helpers::canonicalize_port, + url_pattern_compile_component_options::DEFAULT); + if (!port_component) { + ada_log("url_pattern_component::compile failed for port ", + processed_init->port.value()); + return tl::unexpected(port_component.error()); + } + url_pattern_.port_component = std::move(*port_component); + + // Let compileOptions be a copy of the default options with the ignore case + // property set to options["ignoreCase"]. + auto compile_options = url_pattern_compile_component_options::DEFAULT; + if (options) { + compile_options.ignore_case = options->ignore_case; + } + + // TODO: Optimization opportunity: Simplify this if statement. + // If the result of running protocol component matches a special scheme given + // urlPattern’s protocol component is true, then: + if (url_pattern_helpers::protocol_component_matches_special_scheme< + regex_provider>(url_pattern_.protocol_component)) { + // Let pathCompileOptions be copy of the pathname options with the ignore + // case property set to options["ignoreCase"]. + auto path_compile_options = url_pattern_compile_component_options::PATHNAME; + if (options) { + path_compile_options.ignore_case = options->ignore_case; + } + + // Set urlPattern’s pathname component to the result of compiling a + // component given processedInit["pathname"], canonicalize a pathname, and + // pathCompileOptions. + auto pathname_component = url_pattern_component::compile( + processed_init->pathname.value(), + url_pattern_helpers::canonicalize_pathname, path_compile_options); + if (!pathname_component) { + ada_log("url_pattern_component::compile failed for pathname ", + processed_init->pathname.value()); + return tl::unexpected(pathname_component.error()); + } + url_pattern_.pathname_component = std::move(*pathname_component); + } else { + // Otherwise set urlPattern’s pathname component to the result of compiling + // a component given processedInit["pathname"], canonicalize an opaque + // pathname, and compileOptions. + auto pathname_component = url_pattern_component::compile( + processed_init->pathname.value(), + url_pattern_helpers::canonicalize_opaque_pathname, compile_options); + if (!pathname_component) { + ada_log("url_pattern_component::compile failed for opaque pathname ", + processed_init->pathname.value()); + return tl::unexpected(pathname_component.error()); + } + url_pattern_.pathname_component = std::move(*pathname_component); + } + + // Set urlPattern’s search component to the result of compiling a component + // given processedInit["search"], canonicalize a search, and compileOptions. + auto search_component = url_pattern_component::compile( + processed_init->search.value(), url_pattern_helpers::canonicalize_search, + compile_options); + if (!search_component) { + ada_log("url_pattern_component::compile failed for search ", + processed_init->search.value()); + return tl::unexpected(search_component.error()); + } + url_pattern_.search_component = std::move(*search_component); + + // Set urlPattern’s hash component to the result of compiling a component + // given processedInit["hash"], canonicalize a hash, and compileOptions. + auto hash_component = url_pattern_component::compile( + processed_init->hash.value(), url_pattern_helpers::canonicalize_hash, + compile_options); + if (!hash_component) { + ada_log("url_pattern_component::compile failed for hash ", + processed_init->hash.value()); + return tl::unexpected(hash_component.error()); + } + url_pattern_.hash_component = std::move(*hash_component); + + // Return urlPattern. + return url_pattern_; +} + +} // namespace ada::parser + +#endif // ADA_PARSER_INL_H +/* end file include/ada/parser-inl.h */ +/* begin file include/ada/scheme-inl.h */ +/** + * @file scheme-inl.h + * @brief Definitions for the URL scheme. + */ +#ifndef ADA_SCHEME_INL_H +#define ADA_SCHEME_INL_H + +namespace ada::scheme { + +/** + * @namespace ada::scheme::details + * @brief Includes the definitions for scheme specific entities + */ +namespace details { +// for use with is_special and get_special_port +// Spaces, if present, are removed from URL. +constexpr std::string_view is_special_list[] = {"http", " ", "https", "ws", + "ftp", "wss", "file", " "}; +// for use with get_special_port +constexpr uint16_t special_ports[] = {80, 0, 443, 80, 21, 443, 0, 0}; +} // namespace details + +/**** + * @private + * In is_special, get_scheme_type, and get_special_port, we + * use a standard hashing technique to find the index of the scheme in + * the is_special_list. The hashing technique is based on the size of + * the scheme and the first character of the scheme. It ensures that we + * do at most one string comparison per call. If the protocol is + * predictible (e.g., it is always "http"), we can get a better average + * performance by using a simpler approach where we loop and compare + * scheme with all possible protocols starting with the most likely + * protocol. Doing multiple comparisons may have a poor worst case + * performance, however. In this instance, we choose a potentially + * slightly lower best-case performance for a better worst-case + * performance. We can revisit this choice at any time. + * + * Reference: + * Schmidt, Douglas C. "Gperf: A perfect hash function generator." + * More C++ gems 17 (2000). + * + * Reference: https://en.wikipedia.org/wiki/Perfect_hash_function + * + * Reference: https://github.com/ada-url/ada/issues/617 + ****/ + +ada_really_inline constexpr bool is_special(std::string_view scheme) { + if (scheme.empty()) { + return false; + } + int hash_value = (2 * scheme.size() + (unsigned)(scheme[0])) & 7; + const std::string_view target = details::is_special_list[hash_value]; + return (target[0] == scheme[0]) && (target.substr(1) == scheme.substr(1)); +} +constexpr uint16_t get_special_port(std::string_view scheme) noexcept { + if (scheme.empty()) { + return 0; + } + int hash_value = (2 * scheme.size() + (unsigned)(scheme[0])) & 7; + const std::string_view target = details::is_special_list[hash_value]; + if ((target[0] == scheme[0]) && (target.substr(1) == scheme.substr(1))) { + return details::special_ports[hash_value]; + } else { + return 0; + } +} +constexpr uint16_t get_special_port(ada::scheme::type type) noexcept { + return details::special_ports[int(type)]; +} +constexpr ada::scheme::type get_scheme_type(std::string_view scheme) noexcept { + if (scheme.empty()) { + return ada::scheme::NOT_SPECIAL; + } + int hash_value = (2 * scheme.size() + (unsigned)(scheme[0])) & 7; + const std::string_view target = details::is_special_list[hash_value]; + if ((target[0] == scheme[0]) && (target.substr(1) == scheme.substr(1))) { + return ada::scheme::type(hash_value); + } else { + return ada::scheme::NOT_SPECIAL; + } +} + +} // namespace ada::scheme + +#endif // ADA_SCHEME_INL_H +/* end file include/ada/scheme-inl.h */ +/* begin file include/ada/serializers.h */ +/** + * @file serializers.h + * @brief Definitions for the URL serializers. + */ +#ifndef ADA_SERIALIZERS_H +#define ADA_SERIALIZERS_H + +#include +#include + +/** + * @namespace ada::serializers + * @brief Includes the definitions for URL serializers + */ +namespace ada::serializers { + +/** + * Finds and returns the longest sequence of 0 values in a ipv6 input. + */ +void find_longest_sequence_of_ipv6_pieces( + const std::array &address, size_t &compress, + size_t &compress_length) noexcept; + +/** + * Serializes an ipv6 address. + * @details An IPv6 address is a 128-bit unsigned integer that identifies a + * network address. + * @see https://url.spec.whatwg.org/#concept-ipv6-serializer + */ +std::string ipv6(const std::array &address) noexcept; + +/** + * Serializes an ipv4 address. + * @details An IPv4 address is a 32-bit unsigned integer that identifies a + * network address. + * @see https://url.spec.whatwg.org/#concept-ipv4-serializer + */ +std::string ipv4(uint64_t address) noexcept; + +} // namespace ada::serializers + +#endif // ADA_SERIALIZERS_H +/* end file include/ada/serializers.h */ +/* begin file include/ada/state.h */ +/** + * @file state.h + * @brief Definitions for the states of the URL state machine. + */ +#ifndef ADA_STATE_H +#define ADA_STATE_H + +#include + +namespace ada { + +/** + * @see https://url.spec.whatwg.org/#url-parsing + */ +enum class state { + /** + * @see https://url.spec.whatwg.org/#authority-state + */ + AUTHORITY, + + /** + * @see https://url.spec.whatwg.org/#scheme-start-state + */ + SCHEME_START, + + /** + * @see https://url.spec.whatwg.org/#scheme-state + */ + SCHEME, + + /** + * @see https://url.spec.whatwg.org/#host-state + */ + HOST, + + /** + * @see https://url.spec.whatwg.org/#no-scheme-state + */ + NO_SCHEME, + + /** + * @see https://url.spec.whatwg.org/#fragment-state + */ + FRAGMENT, + + /** + * @see https://url.spec.whatwg.org/#relative-state + */ + RELATIVE_SCHEME, + + /** + * @see https://url.spec.whatwg.org/#relative-slash-state + */ + RELATIVE_SLASH, + + /** + * @see https://url.spec.whatwg.org/#file-state + */ + FILE, + + /** + * @see https://url.spec.whatwg.org/#file-host-state + */ + FILE_HOST, + + /** + * @see https://url.spec.whatwg.org/#file-slash-state + */ + FILE_SLASH, + + /** + * @see https://url.spec.whatwg.org/#path-or-authority-state + */ + PATH_OR_AUTHORITY, + + /** + * @see https://url.spec.whatwg.org/#special-authority-ignore-slashes-state + */ + SPECIAL_AUTHORITY_IGNORE_SLASHES, + + /** + * @see https://url.spec.whatwg.org/#special-authority-slashes-state + */ + SPECIAL_AUTHORITY_SLASHES, + + /** + * @see https://url.spec.whatwg.org/#special-relative-or-authority-state + */ + SPECIAL_RELATIVE_OR_AUTHORITY, + + /** + * @see https://url.spec.whatwg.org/#query-state + */ + QUERY, + + /** + * @see https://url.spec.whatwg.org/#path-state + */ + PATH, + + /** + * @see https://url.spec.whatwg.org/#path-start-state + */ + PATH_START, + + /** + * @see https://url.spec.whatwg.org/#cannot-be-a-base-url-path-state + */ + OPAQUE_PATH, + + /** + * @see https://url.spec.whatwg.org/#port-state + */ + PORT, +}; + +/** + * Stringify a URL state machine state. + */ +ada_warn_unused std::string to_string(ada::state s); + +} // namespace ada + +#endif // ADA_STATE_H +/* end file include/ada/state.h */ +/* begin file include/ada/unicode.h */ +/** + * @file unicode.h + * @brief Definitions for all unicode specific functions. + */ +#ifndef ADA_UNICODE_H +#define ADA_UNICODE_H + +#include +#include + +/** + * Unicode operations. These functions are not part of our public API and may + * change at any time. + * + * @private + * @namespace ada::unicode + * @brief Includes the definitions for unicode operations + */ +namespace ada::unicode { + +/** + * @private + * We receive a UTF-8 string representing a domain name. + * If the string is percent encoded, we apply percent decoding. + * + * Given a domain, we need to identify its labels. + * They are separated by label-separators: + * + * U+002E (.) FULL STOP + * U+FF0E FULLWIDTH FULL STOP + * U+3002 IDEOGRAPHIC FULL STOP + * U+FF61 HALFWIDTH IDEOGRAPHIC FULL STOP + * + * They are all mapped to U+002E. + * + * We process each label into a string that should not exceed 63 octets. + * If the string is already punycode (starts with "xn--"), then we must + * scan it to look for unallowed code points. + * Otherwise, if the string is not pure ASCII, we need to transcode it + * to punycode by following RFC 3454 which requires us to + * - Map characters (see section 3), + * - Normalize (see section 4), + * - Reject forbidden characters, + * - Check for right-to-left characters and if so, check all requirements (see + * section 6), + * - Optionally reject based on unassigned code points (section 7). + * + * The Unicode standard provides a table of code points with a mapping, a list + * of forbidden code points and so forth. This table is subject to change and + * will vary based on the implementation. For Unicode 15, the table is at + * https://www.unicode.org/Public/idna/15.0.0/IdnaMappingTable.txt + * If you use ICU, they parse this table and map it to code using a Python + * script. + * + * The resulting strings should not exceed 255 octets according to RFC 1035 + * section 2.3.4. ICU checks for label size and domain size, but these errors + * are ignored. + * + * @see https://url.spec.whatwg.org/#concept-domain-to-ascii + * + */ +bool to_ascii(std::optional &out, std::string_view plain, + size_t first_percent); + +/** + * @private + * Checks if the input has tab or newline characters. + * + * @attention The has_tabs_or_newline function is a bottleneck and it is simple + * enough that compilers like GCC can 'autovectorize it'. + */ +ada_really_inline bool +has_tabs_or_newline(std::string_view user_input) noexcept; + +/** + * @private + * Checks if the input is a forbidden host code point. + * @see https://url.spec.whatwg.org/#forbidden-host-code-point + */ +ada_really_inline constexpr bool is_forbidden_host_code_point(char c) noexcept; + +/** + * @private + * Checks if the input contains a forbidden domain code point. + * @see https://url.spec.whatwg.org/#forbidden-domain-code-point + */ +ada_really_inline constexpr bool +contains_forbidden_domain_code_point(const char *input, size_t length) noexcept; + +/** + * @private + * Checks if the input contains a forbidden domain code point in which case + * the first bit is set to 1. If the input contains an upper case ASCII letter, + * then the second bit is set to 1. + * @see https://url.spec.whatwg.org/#forbidden-domain-code-point + */ +ada_really_inline constexpr uint8_t +contains_forbidden_domain_code_point_or_upper(const char *input, + size_t length) noexcept; + +/** + * @private + * Checks if the input is a forbidden domain code point. + * @see https://url.spec.whatwg.org/#forbidden-domain-code-point + */ +ada_really_inline constexpr bool +is_forbidden_domain_code_point(char c) noexcept; + +/** + * @private + * Checks if the input is alphanumeric, '+', '-' or '.' + */ +ada_really_inline constexpr bool is_alnum_plus(char c) noexcept; + +/** + * @private + * @details An ASCII hex digit is an ASCII upper hex digit or ASCII lower hex + * digit. An ASCII upper hex digit is an ASCII digit or a code point in the + * range U+0041 (A) to U+0046 (F), inclusive. An ASCII lower hex digit is an + * ASCII digit or a code point in the range U+0061 (a) to U+0066 (f), inclusive. + */ +ada_really_inline constexpr bool is_ascii_hex_digit(char c) noexcept; + +/** + * @private + * An ASCII digit is a code point in the range U+0030 (0) to U+0039 (9), + * inclusive. + */ +ada_really_inline constexpr bool is_ascii_digit(char c) noexcept; + +/** + * @private + * @details If a char is between U+0000 and U+007F inclusive, then it's an ASCII + * character. + */ +ada_really_inline constexpr bool is_ascii(char32_t c) noexcept; + +/** + * @private + * Checks if the input is a C0 control or space character. + * + * @details A C0 control or space is a C0 control or U+0020 SPACE. + * A C0 control is a code point in the range U+0000 NULL to U+001F INFORMATION + * SEPARATOR ONE, inclusive. + */ +ada_really_inline constexpr bool is_c0_control_or_space(char c) noexcept; + +/** + * @private + * Checks if the input is a ASCII tab or newline character. + * + * @details An ASCII tab or newline is U+0009 TAB, U+000A LF, or U+000D CR. + */ +ada_really_inline constexpr bool is_ascii_tab_or_newline(char c) noexcept; + +/** + * @private + * @details A double-dot path segment must be ".." or an ASCII case-insensitive + * match for ".%2e", "%2e.", or "%2e%2e". + */ +ada_really_inline constexpr bool +is_double_dot_path_segment(std::string_view input) noexcept; + +/** + * @private + * @details A single-dot path segment must be "." or an ASCII case-insensitive + * match for "%2e". + */ +ada_really_inline constexpr bool +is_single_dot_path_segment(std::string_view input) noexcept; + +/** + * @private + * @details ipv4 character might contain 0-9 or a-f character ranges. + */ +ada_really_inline constexpr bool is_lowercase_hex(char c) noexcept; + +/** + * @private + * @details Convert hex to binary. Caller is responsible to ensure that + * the parameter is an hexadecimal digit (0-9, A-F, a-f). + */ +ada_really_inline unsigned constexpr convert_hex_to_binary(char c) noexcept; + +/** + * @private + * first_percent should be = input.find('%') + * + * @todo It would be faster as noexcept maybe, but it could be unsafe since. + * @author Node.js + * @see https://github.com/nodejs/node/blob/main/src/node_url.cc#L245 + * @see https://encoding.spec.whatwg.org/#utf-8-decode-without-bom + */ +std::string percent_decode(std::string_view input, size_t first_percent); + +/** + * @private + * Returns a percent-encoding string whether percent encoding was needed or not. + * @see https://github.com/nodejs/node/blob/main/src/node_url.cc#L226 + */ +std::string percent_encode(std::string_view input, + const uint8_t character_set[]); +/** + * @private + * Returns a percent-encoded string version of input, while starting the percent + * encoding at the provided index. + * @see https://github.com/nodejs/node/blob/main/src/node_url.cc#L226 + */ +std::string percent_encode(std::string_view input, + const uint8_t character_set[], size_t index); +/** + * @private + * Returns true if percent encoding was needed, in which case, we store + * the percent-encoded content in 'out'. If the boolean 'append' is set to + * true, the content is appended to 'out'. + * If percent encoding is not needed, out is left unchanged. + * @see https://github.com/nodejs/node/blob/main/src/node_url.cc#L226 + */ +template +bool percent_encode(std::string_view input, const uint8_t character_set[], + std::string &out); +/** + * @private + * Returns the index at which percent encoding should start, or (equivalently), + * the length of the prefix that does not require percent encoding. + */ +ada_really_inline size_t percent_encode_index(std::string_view input, + const uint8_t character_set[]); +/** + * @private + * Lowers the string in-place, assuming that the content is ASCII. + * Return true if the content was ASCII. + */ +constexpr bool to_lower_ascii(char *input, size_t length) noexcept; +} // namespace ada::unicode + +#endif // ADA_UNICODE_H +/* end file include/ada/unicode.h */ +/* begin file include/ada/url_base-inl.h */ +/** + * @file url_base-inl.h + * @brief Inline functions for url base + */ +#ifndef ADA_URL_BASE_INL_H +#define ADA_URL_BASE_INL_H + +#include +#if ADA_REGULAR_VISUAL_STUDIO +#include +#endif // ADA_REGULAR_VISUAL_STUDIO + +namespace ada { + +[[nodiscard]] ada_really_inline constexpr bool +url_base::is_special() const noexcept { + return type != ada::scheme::NOT_SPECIAL; +} + +[[nodiscard]] inline uint16_t url_base::get_special_port() const noexcept { + return ada::scheme::get_special_port(type); +} + +[[nodiscard]] ada_really_inline uint16_t +url_base::scheme_default_port() const noexcept { + return scheme::get_special_port(type); +} + +} // namespace ada + +#endif // ADA_URL_BASE_INL_H +/* end file include/ada/url_base-inl.h */ +/* begin file include/ada/url-inl.h */ +/** + * @file url-inl.h + * @brief Definitions for the URL + */ +#ifndef ADA_URL_INL_H +#define ADA_URL_INL_H + +#include +#include +#include +#if ADA_REGULAR_VISUAL_STUDIO +#include +#endif // ADA_REGULAR_VISUAL_STUDIO + +namespace ada { +[[nodiscard]] ada_really_inline bool url::has_credentials() const noexcept { + return !username.empty() || !password.empty(); +} +[[nodiscard]] ada_really_inline bool url::has_port() const noexcept { + return port.has_value(); +} +[[nodiscard]] inline bool url::cannot_have_credentials_or_port() const { + return !host.has_value() || host.value().empty() || + type == ada::scheme::type::FILE; +} +[[nodiscard]] inline bool url::has_empty_hostname() const noexcept { + if (!host.has_value()) { + return false; + } + return host.value().empty(); +} +[[nodiscard]] inline bool url::has_hostname() const noexcept { + return host.has_value(); +} +inline std::ostream &operator<<(std::ostream &out, const ada::url &u) { + return out << u.to_string(); +} + +[[nodiscard]] size_t url::get_pathname_length() const noexcept { + return path.size(); +} + +[[nodiscard]] constexpr std::string_view url::get_pathname() const noexcept { + return path; +} + +[[nodiscard]] ada_really_inline ada::url_components +url::get_components() const noexcept { + url_components out{}; + + // protocol ends with ':'. for example: "https:" + out.protocol_end = uint32_t(get_protocol().size()); + + // Trailing index is always the next character of the current one. + size_t running_index = out.protocol_end; + + if (host.has_value()) { + // 2 characters for "//" and 1 character for starting index + out.host_start = out.protocol_end + 2; + + if (has_credentials()) { + out.username_end = uint32_t(out.host_start + username.size()); + + out.host_start += uint32_t(username.size()); + + if (!password.empty()) { + out.host_start += uint32_t(password.size() + 1); + } + + out.host_end = uint32_t(out.host_start + host.value().size()); + } else { + out.username_end = out.host_start; + + // Host does not start with "@" if it does not include credentials. + out.host_end = uint32_t(out.host_start + host.value().size()) - 1; + } + + running_index = out.host_end + 1; + } else { + // Update host start and end date to the same index, since it does not + // exist. + out.host_start = out.protocol_end; + out.host_end = out.host_start; + + if (!has_opaque_path && path.starts_with("//")) { + // If url's host is null, url does not have an opaque path, url's path's + // size is greater than 1, and url's path[0] is the empty string, then + // append U+002F (/) followed by U+002E (.) to output. + running_index = out.protocol_end + 2; + } else { + running_index = out.protocol_end; + } + } + + if (port.has_value()) { + out.port = *port; + running_index += helpers::fast_digit_count(*port) + 1; // Port omits ':' + } + + out.pathname_start = uint32_t(running_index); + + running_index += path.size(); + + if (query.has_value()) { + out.search_start = uint32_t(running_index); + running_index += get_search().size(); + if (get_search().empty()) { + running_index++; + } + } + + if (hash.has_value()) { + out.hash_start = uint32_t(running_index); + } + + return out; +} + +inline void url::update_base_hostname(std::string_view input) { host = input; } + +inline void url::update_unencoded_base_hash(std::string_view input) { + // We do the percent encoding + hash = unicode::percent_encode(input, + ada::character_sets::FRAGMENT_PERCENT_ENCODE); +} + +inline void url::update_base_search(std::string_view input, + const uint8_t query_percent_encode_set[]) { + query = ada::unicode::percent_encode(input, query_percent_encode_set); +} + +inline void url::update_base_search(std::optional &&input) { + query = std::move(input); +} + +inline void url::update_base_pathname(const std::string_view input) { + path = input; +} + +inline void url::update_base_username(const std::string_view input) { + username = input; +} + +inline void url::update_base_password(const std::string_view input) { + password = input; +} + +inline void url::update_base_port(std::optional input) { + port = input; +} + +constexpr void url::clear_pathname() { path.clear(); } + +constexpr void url::clear_search() { query = std::nullopt; } + +[[nodiscard]] constexpr bool url::has_hash() const noexcept { + return hash.has_value(); +} + +[[nodiscard]] constexpr bool url::has_search() const noexcept { + return query.has_value(); +} + +constexpr void url::set_protocol_as_file() { type = ada::scheme::type::FILE; } + +inline void url::set_scheme(std::string &&new_scheme) noexcept { + type = ada::scheme::get_scheme_type(new_scheme); + // We only move the 'scheme' if it is non-special. + if (!is_special()) { + non_special_scheme = std::move(new_scheme); + } +} + +constexpr void url::copy_scheme(ada::url &&u) noexcept { + non_special_scheme = u.non_special_scheme; + type = u.type; +} + +constexpr void url::copy_scheme(const ada::url &u) { + non_special_scheme = u.non_special_scheme; + type = u.type; +} + +[[nodiscard]] ada_really_inline std::string url::get_href() const noexcept { + std::string output = get_protocol(); + + if (host.has_value()) { + output += "//"; + if (has_credentials()) { + output += username; + if (!password.empty()) { + output += ":" + get_password(); + } + output += "@"; + } + output += host.value(); + if (port.has_value()) { + output += ":" + get_port(); + } + } else if (!has_opaque_path && path.starts_with("//")) { + // If url's host is null, url does not have an opaque path, url's path's + // size is greater than 1, and url's path[0] is the empty string, then + // append U+002F (/) followed by U+002E (.) to output. + output += "/."; + } + output += path; + if (query.has_value()) { + output += "?" + query.value(); + } + if (hash.has_value()) { + output += "#" + hash.value(); + } + return output; +} + +ada_really_inline size_t url::parse_port(std::string_view view, + bool check_trailing_content) noexcept { + ada_log("parse_port('", view, "') ", view.size()); + if (!view.empty() && view[0] == '-') { + ada_log("parse_port: view[0] == '0' && view.size() > 1"); + is_valid = false; + return 0; + } + uint16_t parsed_port{}; + auto r = std::from_chars(view.data(), view.data() + view.size(), parsed_port); + if (r.ec == std::errc::result_out_of_range) { + ada_log("parse_port: r.ec == std::errc::result_out_of_range"); + is_valid = false; + return 0; + } + ada_log("parse_port: ", parsed_port); + const auto consumed = size_t(r.ptr - view.data()); + ada_log("parse_port: consumed ", consumed); + if (check_trailing_content) { + is_valid &= + (consumed == view.size() || view[consumed] == '/' || + view[consumed] == '?' || (is_special() && view[consumed] == '\\')); + } + ada_log("parse_port: is_valid = ", is_valid); + if (is_valid) { + // scheme_default_port can return 0, and we should allow 0 as a base port. + auto default_port = scheme_default_port(); + bool is_port_valid = (default_port == 0 && parsed_port == 0) || + (default_port != parsed_port); + port = (r.ec == std::errc() && is_port_valid) ? std::optional(parsed_port) + : std::nullopt; + } + return consumed; +} + +} // namespace ada + +#endif // ADA_URL_H +/* end file include/ada/url-inl.h */ +/* begin file include/ada/url_components-inl.h */ +/** + * @file url_components.h + * @brief Declaration for the URL Components + */ +#ifndef ADA_URL_COMPONENTS_INL_H +#define ADA_URL_COMPONENTS_INL_H + +namespace ada { + +[[nodiscard]] constexpr bool +url_components::check_offset_consistency() const noexcept { + /** + * https://user:pass@example.com:1234/foo/bar?baz#quux + * | | | | ^^^^| | | + * | | | | | | | `----- hash_start + * | | | | | | `--------- search_start + * | | | | | `----------------- pathname_start + * | | | | `--------------------- port + * | | | `----------------------- host_end + * | | `---------------------------------- host_start + * | `--------------------------------------- username_end + * `--------------------------------------------- protocol_end + */ + // These conditions can be made more strict. + if (protocol_end == url_components::omitted) { + return false; + } + uint32_t index = protocol_end; + + if (username_end == url_components::omitted) { + return false; + } + if (username_end < index) { + return false; + } + index = username_end; + + if (host_start == url_components::omitted) { + return false; + } + if (host_start < index) { + return false; + } + index = host_start; + + if (port != url_components::omitted) { + if (port > 0xffff) { + return false; + } + uint32_t port_length = helpers::fast_digit_count(port) + 1; + if (index + port_length < index) { + return false; + } + index += port_length; + } + + if (pathname_start == url_components::omitted) { + return false; + } + if (pathname_start < index) { + return false; + } + index = pathname_start; + + if (search_start != url_components::omitted) { + if (search_start < index) { + return false; + } + index = search_start; + } + + if (hash_start != url_components::omitted) { + if (hash_start < index) { + return false; + } + } + + return true; +} + +} // namespace ada +#endif +/* end file include/ada/url_components-inl.h */ +/* begin file include/ada/url_aggregator.h */ +/** + * @file url_aggregator.h + * @brief Declaration for the basic URL definitions + */ +#ifndef ADA_URL_AGGREGATOR_H +#define ADA_URL_AGGREGATOR_H + +#include +#include +#include + +namespace ada { + +namespace parser {} + +/** + * @brief Lightweight URL struct. + * + * @details The url_aggregator class aims to minimize temporary memory + * allocation while representing a parsed URL. Internally, it contains a single + * normalized URL (the href), and it makes available the components, mostly + * using std::string_view. + */ +struct url_aggregator : url_base { + url_aggregator() = default; + url_aggregator(const url_aggregator &u) = default; + url_aggregator(url_aggregator &&u) noexcept = default; + url_aggregator &operator=(url_aggregator &&u) noexcept = default; + url_aggregator &operator=(const url_aggregator &u) = default; + ~url_aggregator() override = default; + + bool set_href(std::string_view input); + bool set_host(std::string_view input); + bool set_hostname(std::string_view input); + bool set_protocol(std::string_view input); + bool set_username(std::string_view input); + bool set_password(std::string_view input); + bool set_port(std::string_view input); + bool set_pathname(std::string_view input); + void set_search(std::string_view input); + void set_hash(std::string_view input); + + [[nodiscard]] bool has_valid_domain() const noexcept override; + /** + * The origin getter steps are to return the serialization of this's URL's + * origin. [HTML] + * @return a newly allocated string. + * @see https://url.spec.whatwg.org/#concept-url-origin + */ + [[nodiscard]] std::string get_origin() const noexcept override; + /** + * Return the normalized string. + * This function does not allocate memory. + * It is highly efficient. + * @return a constant reference to the underlying normalized URL. + * @see https://url.spec.whatwg.org/#dom-url-href + * @see https://url.spec.whatwg.org/#concept-url-serializer + */ + [[nodiscard]] constexpr std::string_view + get_href() const noexcept ada_lifetime_bound; + /** + * The username getter steps are to return this's URL's username. + * This function does not allocate memory. + * @return a lightweight std::string_view. + * @see https://url.spec.whatwg.org/#dom-url-username + */ + [[nodiscard]] std::string_view + get_username() const noexcept ada_lifetime_bound; + /** + * The password getter steps are to return this's URL's password. + * This function does not allocate memory. + * @return a lightweight std::string_view. + * @see https://url.spec.whatwg.org/#dom-url-password + */ + [[nodiscard]] std::string_view + get_password() const noexcept ada_lifetime_bound; + /** + * Return this's URL's port, serialized. + * This function does not allocate memory. + * @return a lightweight std::string_view. + * @see https://url.spec.whatwg.org/#dom-url-port + */ + [[nodiscard]] std::string_view get_port() const noexcept ada_lifetime_bound; + /** + * Return U+0023 (#), followed by this's URL's fragment. + * This function does not allocate memory. + * @return a lightweight std::string_view.. + * @see https://url.spec.whatwg.org/#dom-url-hash + */ + [[nodiscard]] std::string_view get_hash() const noexcept ada_lifetime_bound; + /** + * Return url's host, serialized, followed by U+003A (:) and url's port, + * serialized. + * This function does not allocate memory. + * When there is no host, this function returns the empty view. + * @return a lightweight std::string_view. + * @see https://url.spec.whatwg.org/#dom-url-host + */ + [[nodiscard]] std::string_view get_host() const noexcept ada_lifetime_bound; + /** + * Return this's URL's host, serialized. + * This function does not allocate memory. + * When there is no host, this function returns the empty view. + * @return a lightweight std::string_view. + * @see https://url.spec.whatwg.org/#dom-url-hostname + */ + [[nodiscard]] std::string_view + get_hostname() const noexcept ada_lifetime_bound; + /** + * The pathname getter steps are to return the result of URL path serializing + * this's URL. + * This function does not allocate memory. + * @return a lightweight std::string_view. + * @see https://url.spec.whatwg.org/#dom-url-pathname + */ + [[nodiscard]] constexpr std::string_view + get_pathname() const noexcept ada_lifetime_bound; + /** + * Compute the pathname length in bytes without instantiating a view or a + * string. + * @return size of the pathname in bytes + * @see https://url.spec.whatwg.org/#dom-url-pathname + */ + [[nodiscard]] ada_really_inline uint32_t get_pathname_length() const noexcept; + /** + * Return U+003F (?), followed by this's URL's query. + * This function does not allocate memory. + * @return a lightweight std::string_view. + * @see https://url.spec.whatwg.org/#dom-url-search + */ + [[nodiscard]] std::string_view get_search() const noexcept ada_lifetime_bound; + /** + * The protocol getter steps are to return this's URL's scheme, followed by + * U+003A (:). + * This function does not allocate memory. + * @return a lightweight std::string_view. + * @see https://url.spec.whatwg.org/#dom-url-protocol + */ + [[nodiscard]] std::string_view + get_protocol() const noexcept ada_lifetime_bound; + + /** + * A URL includes credentials if its username or password is not the empty + * string. + */ + [[nodiscard]] ada_really_inline constexpr bool + has_credentials() const noexcept; + + /** + * Useful for implementing efficient serialization for the URL. + * + * https://user:pass@example.com:1234/foo/bar?baz#quux + * | | | | ^^^^| | | + * | | | | | | | `----- hash_start + * | | | | | | `--------- search_start + * | | | | | `----------------- pathname_start + * | | | | `--------------------- port + * | | | `----------------------- host_end + * | | `---------------------------------- host_start + * | `--------------------------------------- username_end + * `--------------------------------------------- protocol_end + * + * Inspired after servo/url + * + * @return a constant reference to the underlying component attribute. + * + * @see + * https://github.com/servo/rust-url/blob/b65a45515c10713f6d212e6726719a020203cc98/url/src/quirks.rs#L31 + */ + [[nodiscard]] ada_really_inline const url_components & + get_components() const noexcept; + /** + * Returns a string representation of this URL. + */ + [[nodiscard]] std::string to_string() const override; + /** + * Returns a string diagram of this URL. + */ + [[nodiscard]] std::string to_diagram() const; + + /** + * Verifies that the parsed URL could be valid. Useful for debugging purposes. + * @return true if the URL is valid, otherwise return true of the offsets are + * possible. + */ + [[nodiscard]] constexpr bool validate() const noexcept; + + /** @return true if it has an host but it is the empty string */ + [[nodiscard]] constexpr bool has_empty_hostname() const noexcept; + /** @return true if it has a host (included an empty host) */ + [[nodiscard]] constexpr bool has_hostname() const noexcept; + /** @return true if the URL has a non-empty username */ + [[nodiscard]] constexpr bool has_non_empty_username() const noexcept; + /** @return true if the URL has a non-empty password */ + [[nodiscard]] constexpr bool has_non_empty_password() const noexcept; + /** @return true if the URL has a (non default) port */ + [[nodiscard]] constexpr bool has_port() const noexcept; + /** @return true if the URL has a password */ + [[nodiscard]] constexpr bool has_password() const noexcept; + /** @return true if the URL has a hash component */ + [[nodiscard]] constexpr bool has_hash() const noexcept override; + /** @return true if the URL has a search component */ + [[nodiscard]] constexpr bool has_search() const noexcept override; + + inline void clear_port(); + inline void clear_hash(); + inline void clear_search() override; + +private: + // helper methods + friend void helpers::strip_trailing_spaces_from_opaque_path( + url_aggregator &url) noexcept; + // parse_url methods + friend url_aggregator + parser::parse_url(std::string_view, const url_aggregator *); + + friend url_aggregator + parser::parse_url_impl(std::string_view, + const url_aggregator *); + friend url_aggregator + parser::parse_url_impl(std::string_view, + const url_aggregator *); + // url_pattern methods + template + friend tl::expected, errors> + parse_url_pattern_impl(std::variant input, + const std::string_view *base_url, + const url_pattern_options *options); + + std::string buffer{}; + url_components components{}; + + /** + * Returns true if neither the search, nor the hash nor the pathname + * have been set. + * @return true if the buffer is ready to receive the path. + */ + [[nodiscard]] ada_really_inline bool is_at_path() const noexcept; + + inline void add_authority_slashes_if_needed() noexcept; + + /** + * To optimize performance, you may indicate how much memory to allocate + * within this instance. + */ + constexpr void reserve(uint32_t capacity); + + ada_really_inline size_t parse_port( + std::string_view view, bool check_trailing_content) noexcept override; + + ada_really_inline size_t parse_port(std::string_view view) noexcept override { + return this->parse_port(view, false); + } + + /** + * Return true on success. The 'in_place' parameter indicates whether the + * the string_view input is pointing in the buffer. When in_place is false, + * we must nearly always update the buffer. + * @see https://url.spec.whatwg.org/#concept-ipv4-parser + */ + [[nodiscard]] bool parse_ipv4(std::string_view input, bool in_place); + + /** + * Return true on success. + * @see https://url.spec.whatwg.org/#concept-ipv6-parser + */ + [[nodiscard]] bool parse_ipv6(std::string_view input); + + /** + * Return true on success. + * @see https://url.spec.whatwg.org/#concept-opaque-host-parser + */ + [[nodiscard]] bool parse_opaque_host(std::string_view input); + + ada_really_inline void parse_path(std::string_view input); + + /** + * A URL cannot have a username/password/port if its host is null or the empty + * string, or its scheme is "file". + */ + [[nodiscard]] constexpr bool cannot_have_credentials_or_port() const; + + template + bool set_host_or_hostname(std::string_view input); + + ada_really_inline bool parse_host(std::string_view input); + + inline void update_base_authority(std::string_view base_buffer, + const url_components &base); + inline void update_unencoded_base_hash(std::string_view input); + inline void update_base_hostname(std::string_view input); + inline void update_base_search(std::string_view input); + inline void update_base_search(std::string_view input, + const uint8_t *query_percent_encode_set); + inline void update_base_pathname(std::string_view input); + inline void update_base_username(std::string_view input); + inline void append_base_username(std::string_view input); + inline void update_base_password(std::string_view input); + inline void append_base_password(std::string_view input); + inline void update_base_port(uint32_t input); + inline void append_base_pathname(std::string_view input); + [[nodiscard]] inline uint32_t retrieve_base_port() const; + constexpr void clear_hostname(); + constexpr void clear_password(); + constexpr void clear_pathname() override; + [[nodiscard]] constexpr bool has_dash_dot() const noexcept; + void delete_dash_dot(); + inline void consume_prepared_path(std::string_view input); + template + [[nodiscard]] ada_really_inline bool + parse_scheme_with_colon(std::string_view input); + ada_really_inline uint32_t replace_and_resize(uint32_t start, uint32_t end, + std::string_view input); + [[nodiscard]] constexpr bool has_authority() const noexcept; + constexpr void set_protocol_as_file(); + inline void set_scheme(std::string_view new_scheme) noexcept; + /** + * Fast function to set the scheme from a view with a colon in the + * buffer, does not change type. + */ + inline void set_scheme_from_view_with_colon( + std::string_view new_scheme_with_colon) noexcept; + inline void copy_scheme(const url_aggregator &u) noexcept; + + inline void update_host_to_base_host(const std::string_view input) noexcept; + +}; // url_aggregator + +inline std::ostream &operator<<(std::ostream &out, const url &u); +} // namespace ada + +#endif +/* end file include/ada/url_aggregator.h */ +/* begin file include/ada/url_aggregator-inl.h */ +/** + * @file url_aggregator-inl.h + * @brief Inline functions for url aggregator + */ +#ifndef ADA_URL_AGGREGATOR_INL_H +#define ADA_URL_AGGREGATOR_INL_H + +/* begin file include/ada/unicode-inl.h */ +/** + * @file unicode-inl.h + * @brief Definitions for unicode operations. + */ +#ifndef ADA_UNICODE_INL_H +#define ADA_UNICODE_INL_H + +/** + * Unicode operations. These functions are not part of our public API and may + * change at any time. + * + * private + * @namespace ada::unicode + * @brief Includes the declarations for unicode operations + */ +namespace ada::unicode { +ada_really_inline size_t percent_encode_index(const std::string_view input, + const uint8_t character_set[]) { + const char *data = input.data(); + const size_t size = input.size(); + + // Process 8 bytes at a time using unrolled loop + size_t i = 0; + for (; i + 8 <= size; i += 8) { + unsigned char chunk[8]; + std::memcpy(&chunk, data + i, + 8); // entices compiler to unconditionally process 8 characters + + // Check 8 characters at once + for (size_t j = 0; j < 8; j++) { + if (character_sets::bit_at(character_set, chunk[j])) { + return i + j; + } + } + } + + // Handle remaining bytes + for (; i < size; i++) { + if (character_sets::bit_at(character_set, data[i])) { + return i; + } + } + + return size; +} +} // namespace ada::unicode + +#endif // ADA_UNICODE_INL_H +/* end file include/ada/unicode-inl.h */ + +#include +#include + +namespace ada { + +inline void +url_aggregator::update_base_authority(std::string_view base_buffer, + const ada::url_components &base) { + std::string_view input = base_buffer.substr( + base.protocol_end, base.host_start - base.protocol_end); + ada_log("url_aggregator::update_base_authority ", input); + + bool input_starts_with_dash = input.starts_with("//"); + uint32_t diff = components.host_start - components.protocol_end; + + buffer.erase(components.protocol_end, + components.host_start - components.protocol_end); + components.username_end = components.protocol_end; + + if (input_starts_with_dash) { + input.remove_prefix(2); + diff += 2; // add "//" + buffer.insert(components.protocol_end, "//"); + components.username_end += 2; + } + + size_t password_delimiter = input.find(':'); + + // Check if input contains both username and password by checking the + // delimiter: ":" A typical input that contains authority would be "user:pass" + if (password_delimiter != std::string_view::npos) { + // Insert both username and password + std::string_view username = input.substr(0, password_delimiter); + std::string_view password = input.substr(password_delimiter + 1); + + buffer.insert(components.protocol_end + diff, username); + diff += uint32_t(username.size()); + buffer.insert(components.protocol_end + diff, ":"); + components.username_end = components.protocol_end + diff; + buffer.insert(components.protocol_end + diff + 1, password); + diff += uint32_t(password.size()) + 1; + } else if (!input.empty()) { + // Insert only username + buffer.insert(components.protocol_end + diff, input); + components.username_end = + components.protocol_end + diff + uint32_t(input.size()); + diff += uint32_t(input.size()); + } + + components.host_start += diff; + + if (buffer.size() > base.host_start && buffer[base.host_start] != '@') { + buffer.insert(components.host_start, "@"); + diff++; + } + components.host_end += diff; + components.pathname_start += diff; + if (components.search_start != url_components::omitted) { + components.search_start += diff; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += diff; + } +} + +inline void url_aggregator::update_unencoded_base_hash(std::string_view input) { + ada_log("url_aggregator::update_unencoded_base_hash ", input, " [", + input.size(), " bytes], buffer is '", buffer, "' [", buffer.size(), + " bytes] components.hash_start = ", components.hash_start); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (components.hash_start != url_components::omitted) { + buffer.resize(components.hash_start); + } + components.hash_start = uint32_t(buffer.size()); + buffer += "#"; + bool encoding_required = unicode::percent_encode( + input, ada::character_sets::FRAGMENT_PERCENT_ENCODE, buffer); + // When encoding_required is false, then buffer is left unchanged, and percent + // encoding was not deemed required. + if (!encoding_required) { + buffer.append(input); + } + ada_log("url_aggregator::update_unencoded_base_hash final buffer is '", + buffer, "' [", buffer.size(), " bytes]"); + ADA_ASSERT_TRUE(validate()); +} + +ada_really_inline uint32_t url_aggregator::replace_and_resize( + uint32_t start, uint32_t end, std::string_view input) { + uint32_t current_length = end - start; + uint32_t input_size = uint32_t(input.size()); + uint32_t new_difference = input_size - current_length; + + if (current_length == 0) { + buffer.insert(start, input); + } else if (input_size == current_length) { + buffer.replace(start, input_size, input); + } else if (input_size < current_length) { + buffer.erase(start, current_length - input_size); + buffer.replace(start, input_size, input); + } else { + buffer.replace(start, current_length, input.substr(0, current_length)); + buffer.insert(start + current_length, input.substr(current_length)); + } + + return new_difference; +} + +inline void url_aggregator::update_base_hostname(const std::string_view input) { + ada_log("url_aggregator::update_base_hostname ", input, " [", input.size(), + " bytes], buffer is '", buffer, "' [", buffer.size(), " bytes]"); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + + // This next line is required for when parsing a URL like `foo://` + add_authority_slashes_if_needed(); + + bool has_credentials = components.protocol_end + 2 < components.host_start; + uint32_t new_difference = + replace_and_resize(components.host_start, components.host_end, input); + + if (has_credentials) { + buffer.insert(components.host_start, "@"); + new_difference++; + } + components.host_end += new_difference; + components.pathname_start += new_difference; + if (components.search_start != url_components::omitted) { + components.search_start += new_difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += new_difference; + } + ADA_ASSERT_TRUE(validate()); +} + +[[nodiscard]] ada_really_inline uint32_t +url_aggregator::get_pathname_length() const noexcept { + ada_log("url_aggregator::get_pathname_length"); + uint32_t ending_index = uint32_t(buffer.size()); + if (components.search_start != url_components::omitted) { + ending_index = components.search_start; + } else if (components.hash_start != url_components::omitted) { + ending_index = components.hash_start; + } + return ending_index - components.pathname_start; +} + +[[nodiscard]] ada_really_inline bool +url_aggregator::is_at_path() const noexcept { + return buffer.size() == components.pathname_start; +} + +inline void url_aggregator::update_base_search(std::string_view input) { + ada_log("url_aggregator::update_base_search ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (input.empty()) { + clear_search(); + return; + } + + if (input[0] == '?') { + input.remove_prefix(1); + } + + if (components.hash_start == url_components::omitted) { + if (components.search_start == url_components::omitted) { + components.search_start = uint32_t(buffer.size()); + buffer += "?"; + } else { + buffer.resize(components.search_start + 1); + } + + buffer.append(input); + } else { + if (components.search_start == url_components::omitted) { + components.search_start = components.hash_start; + } else { + buffer.erase(components.search_start, + components.hash_start - components.search_start); + components.hash_start = components.search_start; + } + + buffer.insert(components.search_start, "?"); + buffer.insert(components.search_start + 1, input); + components.hash_start += uint32_t(input.size() + 1); // Do not forget `?` + } + + ADA_ASSERT_TRUE(validate()); +} + +inline void +url_aggregator::update_base_search(std::string_view input, + const uint8_t query_percent_encode_set[]) { + ada_log("url_aggregator::update_base_search ", input, + " with encoding parameter ", to_string(), "\n", to_diagram()); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + + if (components.hash_start == url_components::omitted) { + if (components.search_start == url_components::omitted) { + components.search_start = uint32_t(buffer.size()); + buffer += "?"; + } else { + buffer.resize(components.search_start + 1); + } + + bool encoding_required = + unicode::percent_encode(input, query_percent_encode_set, buffer); + // When encoding_required is false, then buffer is left unchanged, and + // percent encoding was not deemed required. + if (!encoding_required) { + buffer.append(input); + } + } else { + if (components.search_start == url_components::omitted) { + components.search_start = components.hash_start; + } else { + buffer.erase(components.search_start, + components.hash_start - components.search_start); + components.hash_start = components.search_start; + } + + buffer.insert(components.search_start, "?"); + size_t idx = + ada::unicode::percent_encode_index(input, query_percent_encode_set); + if (idx == input.size()) { + buffer.insert(components.search_start + 1, input); + components.hash_start += uint32_t(input.size() + 1); // Do not forget `?` + } else { + buffer.insert(components.search_start + 1, input, 0, idx); + input.remove_prefix(idx); + // We only create a temporary string if we need percent encoding and + // we attempt to create as small a temporary string as we can. + std::string encoded = + ada::unicode::percent_encode(input, query_percent_encode_set); + buffer.insert(components.search_start + idx + 1, encoded); + components.hash_start += + uint32_t(encoded.size() + idx + 1); // Do not forget `?` + } + } + + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::update_base_pathname(const std::string_view input) { + ada_log("url_aggregator::update_base_pathname '", input, "' [", input.size(), + " bytes] \n", to_diagram()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + ADA_ASSERT_TRUE(validate()); + + const bool begins_with_dashdash = input.starts_with("//"); + if (!begins_with_dashdash && has_dash_dot()) { + // We must delete the ./ + delete_dash_dot(); + } + + if (begins_with_dashdash && !has_opaque_path && !has_authority() && + !has_dash_dot()) { + // If url's host is null, url does not have an opaque path, url's path's + // size is greater than 1, then append U+002F (/) followed by U+002E (.) to + // output. + buffer.insert(components.pathname_start, "/."); + components.pathname_start += 2; + } + + uint32_t difference = replace_and_resize( + components.pathname_start, + components.pathname_start + get_pathname_length(), input); + if (components.search_start != url_components::omitted) { + components.search_start += difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += difference; + } + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::append_base_pathname(const std::string_view input) { + ada_log("url_aggregator::append_base_pathname ", input, " ", to_string(), + "\n", to_diagram()); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); +#if ADA_DEVELOPMENT_CHECKS + // computing the expected password. + std::string path_expected(get_pathname()); + path_expected.append(input); +#endif // ADA_DEVELOPMENT_CHECKS + uint32_t ending_index = uint32_t(buffer.size()); + if (components.search_start != url_components::omitted) { + ending_index = components.search_start; + } else if (components.hash_start != url_components::omitted) { + ending_index = components.hash_start; + } + buffer.insert(ending_index, input); + + if (components.search_start != url_components::omitted) { + components.search_start += uint32_t(input.size()); + } + if (components.hash_start != url_components::omitted) { + components.hash_start += uint32_t(input.size()); + } +#if ADA_DEVELOPMENT_CHECKS + std::string path_after = std::string(get_pathname()); + ADA_ASSERT_EQUAL(path_expected, path_after, + "append_base_pathname problem after inserting " + + std::string(input)); +#endif // ADA_DEVELOPMENT_CHECKS + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::update_base_username(const std::string_view input) { + ada_log("url_aggregator::update_base_username '", input, "' ", to_string(), + "\n", to_diagram()); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + + add_authority_slashes_if_needed(); + + bool has_password = has_non_empty_password(); + bool host_starts_with_at = buffer.size() > components.host_start && + buffer[components.host_start] == '@'; + uint32_t diff = replace_and_resize(components.protocol_end + 2, + components.username_end, input); + + components.username_end += diff; + components.host_start += diff; + + if (!input.empty() && !host_starts_with_at) { + buffer.insert(components.host_start, "@"); + diff++; + } else if (input.empty() && host_starts_with_at && !has_password) { + // Input is empty, there is no password, and we need to remove "@" from + // hostname + buffer.erase(components.host_start, 1); + diff--; + } + + components.host_end += diff; + components.pathname_start += diff; + if (components.search_start != url_components::omitted) { + components.search_start += diff; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += diff; + } + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::append_base_username(const std::string_view input) { + ada_log("url_aggregator::append_base_username ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); +#if ADA_DEVELOPMENT_CHECKS + // computing the expected password. + std::string username_expected(get_username()); + username_expected.append(input); +#endif // ADA_DEVELOPMENT_CHECKS + add_authority_slashes_if_needed(); + + // If input is empty, do nothing. + if (input.empty()) { + return; + } + + uint32_t difference = uint32_t(input.size()); + buffer.insert(components.username_end, input); + components.username_end += difference; + components.host_start += difference; + + if (buffer[components.host_start] != '@' && + components.host_start != components.host_end) { + buffer.insert(components.host_start, "@"); + difference++; + } + + components.host_end += difference; + components.pathname_start += difference; + if (components.search_start != url_components::omitted) { + components.search_start += difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += difference; + } +#if ADA_DEVELOPMENT_CHECKS + std::string username_after(get_username()); + ADA_ASSERT_EQUAL(username_expected, username_after, + "append_base_username problem after inserting " + + std::string(input)); +#endif // ADA_DEVELOPMENT_CHECKS + ADA_ASSERT_TRUE(validate()); +} + +constexpr void url_aggregator::clear_password() { + ada_log("url_aggregator::clear_password ", to_string()); + ADA_ASSERT_TRUE(validate()); + if (!has_password()) { + return; + } + + uint32_t diff = components.host_start - components.username_end; + buffer.erase(components.username_end, diff); + components.host_start -= diff; + components.host_end -= diff; + components.pathname_start -= diff; + if (components.search_start != url_components::omitted) { + components.search_start -= diff; + } + if (components.hash_start != url_components::omitted) { + components.hash_start -= diff; + } +} + +inline void url_aggregator::update_base_password(const std::string_view input) { + ada_log("url_aggregator::update_base_password ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + + add_authority_slashes_if_needed(); + + // TODO: Optimization opportunity. Merge the following removal functions. + if (input.empty()) { + clear_password(); + + // Remove username too, if it is empty. + if (!has_non_empty_username()) { + update_base_username(""); + } + + return; + } + + bool password_exists = has_password(); + uint32_t difference = uint32_t(input.size()); + + if (password_exists) { + uint32_t current_length = + components.host_start - components.username_end - 1; + buffer.erase(components.username_end + 1, current_length); + difference -= current_length; + } else { + buffer.insert(components.username_end, ":"); + difference++; + } + + buffer.insert(components.username_end + 1, input); + components.host_start += difference; + + // The following line is required to add "@" to hostname. When updating + // password if hostname does not start with "@", it is "update_base_password"s + // responsibility to set it. + if (buffer[components.host_start] != '@') { + buffer.insert(components.host_start, "@"); + difference++; + } + + components.host_end += difference; + components.pathname_start += difference; + if (components.search_start != url_components::omitted) { + components.search_start += difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += difference; + } + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::append_base_password(const std::string_view input) { + ada_log("url_aggregator::append_base_password ", input, " ", to_string(), + "\n", to_diagram()); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); +#if ADA_DEVELOPMENT_CHECKS + // computing the expected password. + std::string password_expected = std::string(get_password()); + password_expected.append(input); +#endif // ADA_DEVELOPMENT_CHECKS + add_authority_slashes_if_needed(); + + // If input is empty, do nothing. + if (input.empty()) { + return; + } + + uint32_t difference = uint32_t(input.size()); + if (has_password()) { + buffer.insert(components.host_start, input); + } else { + difference++; // Increment for ":" + buffer.insert(components.username_end, ":"); + buffer.insert(components.username_end + 1, input); + } + components.host_start += difference; + + // The following line is required to add "@" to hostname. When updating + // password if hostname does not start with "@", it is "append_base_password"s + // responsibility to set it. + if (buffer[components.host_start] != '@') { + buffer.insert(components.host_start, "@"); + difference++; + } + + components.host_end += difference; + components.pathname_start += difference; + if (components.search_start != url_components::omitted) { + components.search_start += difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += difference; + } +#if ADA_DEVELOPMENT_CHECKS + std::string password_after(get_password()); + ADA_ASSERT_EQUAL(password_expected, password_after, + "append_base_password problem after inserting " + + std::string(input)); +#endif // ADA_DEVELOPMENT_CHECKS + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::update_base_port(uint32_t input) { + ada_log("url_aggregator::update_base_port"); + ADA_ASSERT_TRUE(validate()); + if (input == url_components::omitted) { + clear_port(); + return; + } + // calling std::to_string(input.value()) is unfortunate given that the port + // value is probably already available as a string. + std::string value = helpers::concat(":", std::to_string(input)); + uint32_t difference = uint32_t(value.size()); + + if (components.port != url_components::omitted) { + difference -= components.pathname_start - components.host_end; + buffer.erase(components.host_end, + components.pathname_start - components.host_end); + } + + buffer.insert(components.host_end, value); + components.pathname_start += difference; + if (components.search_start != url_components::omitted) { + components.search_start += difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += difference; + } + components.port = input; + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::clear_port() { + ada_log("url_aggregator::clear_port"); + ADA_ASSERT_TRUE(validate()); + if (components.port == url_components::omitted) { + return; + } + uint32_t length = components.pathname_start - components.host_end; + buffer.erase(components.host_end, length); + components.pathname_start -= length; + if (components.search_start != url_components::omitted) { + components.search_start -= length; + } + if (components.hash_start != url_components::omitted) { + components.hash_start -= length; + } + components.port = url_components::omitted; + ADA_ASSERT_TRUE(validate()); +} + +[[nodiscard]] inline uint32_t url_aggregator::retrieve_base_port() const { + ada_log("url_aggregator::retrieve_base_port"); + return components.port; +} + +inline void url_aggregator::clear_search() { + ada_log("url_aggregator::clear_search"); + ADA_ASSERT_TRUE(validate()); + if (components.search_start == url_components::omitted) { + return; + } + + if (components.hash_start == url_components::omitted) { + buffer.resize(components.search_start); + } else { + buffer.erase(components.search_start, + components.hash_start - components.search_start); + components.hash_start = components.search_start; + } + + components.search_start = url_components::omitted; + +#if ADA_DEVELOPMENT_CHECKS + ADA_ASSERT_EQUAL(get_search(), "", + "search should have been cleared on buffer=" + buffer + + " with " + components.to_string() + "\n" + to_diagram()); +#endif + ADA_ASSERT_TRUE(validate()); +} + +inline void url_aggregator::clear_hash() { + ada_log("url_aggregator::clear_hash"); + ADA_ASSERT_TRUE(validate()); + if (components.hash_start == url_components::omitted) { + return; + } + buffer.resize(components.hash_start); + components.hash_start = url_components::omitted; + +#if ADA_DEVELOPMENT_CHECKS + ADA_ASSERT_EQUAL(get_hash(), "", + "hash should have been cleared on buffer=" + buffer + + " with " + components.to_string() + "\n" + to_diagram()); +#endif + ADA_ASSERT_TRUE(validate()); +} + +constexpr void url_aggregator::clear_pathname() { + ada_log("url_aggregator::clear_pathname"); + ADA_ASSERT_TRUE(validate()); + uint32_t ending_index = uint32_t(buffer.size()); + if (components.search_start != url_components::omitted) { + ending_index = components.search_start; + } else if (components.hash_start != url_components::omitted) { + ending_index = components.hash_start; + } + uint32_t pathname_length = ending_index - components.pathname_start; + buffer.erase(components.pathname_start, pathname_length); + uint32_t difference = pathname_length; + if (components.pathname_start == components.host_end + 2 && + buffer[components.host_end] == '/' && + buffer[components.host_end + 1] == '.') { + components.pathname_start -= 2; + buffer.erase(components.host_end, 2); + difference += 2; + } + if (components.search_start != url_components::omitted) { + components.search_start -= difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start -= difference; + } + ada_log("url_aggregator::clear_pathname completed, running checks..."); +#if ADA_DEVELOPMENT_CHECKS + ADA_ASSERT_EQUAL(get_pathname(), "", + "pathname should have been cleared on buffer=" + buffer + + " with " + components.to_string() + "\n" + to_diagram()); +#endif + ADA_ASSERT_TRUE(validate()); + ada_log("url_aggregator::clear_pathname completed, running checks... ok"); +} + +constexpr void url_aggregator::clear_hostname() { + ada_log("url_aggregator::clear_hostname"); + ADA_ASSERT_TRUE(validate()); + if (!has_authority()) { + return; + } + ADA_ASSERT_TRUE(has_authority()); + + uint32_t hostname_length = components.host_end - components.host_start; + uint32_t start = components.host_start; + + // If hostname starts with "@", we should not remove that character. + if (hostname_length > 0 && buffer[start] == '@') { + start++; + hostname_length--; + } + buffer.erase(start, hostname_length); + components.host_end = start; + components.pathname_start -= hostname_length; + if (components.search_start != url_components::omitted) { + components.search_start -= hostname_length; + } + if (components.hash_start != url_components::omitted) { + components.hash_start -= hostname_length; + } +#if ADA_DEVELOPMENT_CHECKS + ADA_ASSERT_EQUAL(get_hostname(), "", + "hostname should have been cleared on buffer=" + buffer + + " with " + components.to_string() + "\n" + to_diagram()); +#endif + ADA_ASSERT_TRUE(has_authority()); + ADA_ASSERT_EQUAL(has_empty_hostname(), true, + "hostname should have been cleared on buffer=" + buffer + + " with " + components.to_string() + "\n" + to_diagram()); + ADA_ASSERT_TRUE(validate()); +} + +[[nodiscard]] constexpr bool url_aggregator::has_hash() const noexcept { + ada_log("url_aggregator::has_hash"); + return components.hash_start != url_components::omitted; +} + +[[nodiscard]] constexpr bool url_aggregator::has_search() const noexcept { + ada_log("url_aggregator::has_search"); + return components.search_start != url_components::omitted; +} + +constexpr bool url_aggregator::has_credentials() const noexcept { + ada_log("url_aggregator::has_credentials"); + return has_non_empty_username() || has_non_empty_password(); +} + +constexpr bool url_aggregator::cannot_have_credentials_or_port() const { + ada_log("url_aggregator::cannot_have_credentials_or_port"); + return type == ada::scheme::type::FILE || + components.host_start == components.host_end; +} + +[[nodiscard]] ada_really_inline const ada::url_components & +url_aggregator::get_components() const noexcept { + return components; +} + +[[nodiscard]] constexpr bool +ada::url_aggregator::has_authority() const noexcept { + ada_log("url_aggregator::has_authority"); + // Performance: instead of doing this potentially expensive check, we could + // have a boolean in the struct. + return components.protocol_end + 2 <= components.host_start && + helpers::substring(buffer, components.protocol_end, + components.protocol_end + 2) == "//"; +} + +inline void ada::url_aggregator::add_authority_slashes_if_needed() noexcept { + ada_log("url_aggregator::add_authority_slashes_if_needed"); + ADA_ASSERT_TRUE(validate()); + // Protocol setter will insert `http:` to the URL. It is up to hostname setter + // to insert + // `//` initially to the buffer, since it depends on the hostname existence. + if (has_authority()) { + return; + } + // Performance: the common case is components.protocol_end == buffer.size() + // Optimization opportunity: in many cases, the "//" is part of the input and + // the insert could be fused with another insert. + buffer.insert(components.protocol_end, "//"); + components.username_end += 2; + components.host_start += 2; + components.host_end += 2; + components.pathname_start += 2; + if (components.search_start != url_components::omitted) { + components.search_start += 2; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += 2; + } + ADA_ASSERT_TRUE(validate()); +} + +constexpr void ada::url_aggregator::reserve(uint32_t capacity) { + buffer.reserve(capacity); +} + +constexpr bool url_aggregator::has_non_empty_username() const noexcept { + ada_log("url_aggregator::has_non_empty_username"); + return components.protocol_end + 2 < components.username_end; +} + +constexpr bool url_aggregator::has_non_empty_password() const noexcept { + ada_log("url_aggregator::has_non_empty_password"); + return components.host_start - components.username_end > 0; +} + +constexpr bool url_aggregator::has_password() const noexcept { + ada_log("url_aggregator::has_password"); + // This function does not care about the length of the password + return components.host_start > components.username_end && + buffer[components.username_end] == ':'; +} + +constexpr bool url_aggregator::has_empty_hostname() const noexcept { + if (!has_hostname()) { + return false; + } + if (components.host_start == components.host_end) { + return true; + } + if (components.host_end > components.host_start + 1) { + return false; + } + return components.username_end != components.host_start; +} + +constexpr bool url_aggregator::has_hostname() const noexcept { + return has_authority(); +} + +constexpr bool url_aggregator::has_port() const noexcept { + ada_log("url_aggregator::has_port"); + // A URL cannot have a username/password/port if its host is null or the empty + // string, or its scheme is "file". + return has_hostname() && components.pathname_start != components.host_end; +} + +[[nodiscard]] constexpr bool url_aggregator::has_dash_dot() const noexcept { + // If url's host is null, url does not have an opaque path, url's path's size + // is greater than 1, and url's path[0] is the empty string, then append + // U+002F (/) followed by U+002E (.) to output. + ada_log("url_aggregator::has_dash_dot"); +#if ADA_DEVELOPMENT_CHECKS + // If pathname_start and host_end are exactly two characters apart, then we + // either have a one-digit port such as http://test.com:5?param=1 or else we + // have a /.: sequence such as "non-spec:/.//". We test that this is the case. + if (components.pathname_start == components.host_end + 2) { + ADA_ASSERT_TRUE((buffer[components.host_end] == '/' && + buffer[components.host_end + 1] == '.') || + (buffer[components.host_end] == ':' && + checkers::is_digit(buffer[components.host_end + 1]))); + } + if (components.pathname_start == components.host_end + 2 && + buffer[components.host_end] == '/' && + buffer[components.host_end + 1] == '.') { + ADA_ASSERT_TRUE(components.pathname_start + 1 < buffer.size()); + ADA_ASSERT_TRUE(buffer[components.pathname_start] == '/'); + ADA_ASSERT_TRUE(buffer[components.pathname_start + 1] == '/'); + } +#endif + // Performance: it should be uncommon for components.pathname_start == + // components.host_end + 2 to be true. So we put this check first in the + // sequence. Most times, we do not have an opaque path. Checking for '/.' is + // more expensive, but should be uncommon. + return components.pathname_start == components.host_end + 2 && + !has_opaque_path && buffer[components.host_end] == '/' && + buffer[components.host_end + 1] == '.'; +} + +[[nodiscard]] constexpr std::string_view +url_aggregator::get_href() const noexcept ada_lifetime_bound { + ada_log("url_aggregator::get_href"); + return buffer; +} + +ada_really_inline size_t url_aggregator::parse_port( + std::string_view view, bool check_trailing_content) noexcept { + ada_log("url_aggregator::parse_port('", view, "') ", view.size()); + if (!view.empty() && view[0] == '-') { + ada_log("parse_port: view[0] == '0' && view.size() > 1"); + is_valid = false; + return 0; + } + uint16_t parsed_port{}; + auto r = std::from_chars(view.data(), view.data() + view.size(), parsed_port); + if (r.ec == std::errc::result_out_of_range) { + ada_log("parse_port: r.ec == std::errc::result_out_of_range"); + is_valid = false; + return 0; + } + ada_log("parse_port: ", parsed_port); + const size_t consumed = size_t(r.ptr - view.data()); + ada_log("parse_port: consumed ", consumed); + if (check_trailing_content) { + is_valid &= + (consumed == view.size() || view[consumed] == '/' || + view[consumed] == '?' || (is_special() && view[consumed] == '\\')); + } + ada_log("parse_port: is_valid = ", is_valid); + if (is_valid) { + ada_log("parse_port", r.ec == std::errc()); + // scheme_default_port can return 0, and we should allow 0 as a base port. + auto default_port = scheme_default_port(); + bool is_port_valid = (default_port == 0 && parsed_port == 0) || + (default_port != parsed_port); + if (r.ec == std::errc() && is_port_valid) { + update_base_port(parsed_port); + } else { + clear_port(); + } + } + return consumed; +} + +constexpr void url_aggregator::set_protocol_as_file() { + ada_log("url_aggregator::set_protocol_as_file "); + ADA_ASSERT_TRUE(validate()); + type = ada::scheme::type::FILE; + // next line could overflow but unsigned arithmetic has well-defined + // overflows. + uint32_t new_difference = 5 - components.protocol_end; + + if (buffer.empty()) { + buffer.append("file:"); + } else { + buffer.erase(0, components.protocol_end); + buffer.insert(0, "file:"); + } + components.protocol_end = 5; + + // Update the rest of the components. + components.username_end += new_difference; + components.host_start += new_difference; + components.host_end += new_difference; + components.pathname_start += new_difference; + if (components.search_start != url_components::omitted) { + components.search_start += new_difference; + } + if (components.hash_start != url_components::omitted) { + components.hash_start += new_difference; + } + ADA_ASSERT_TRUE(validate()); +} + +[[nodiscard]] constexpr bool url_aggregator::validate() const noexcept { + if (!is_valid) { + return true; + } + if (!components.check_offset_consistency()) { + ada_log("url_aggregator::validate inconsistent components \n", + to_diagram()); + return false; + } + // We have a credible components struct, but let us investivate more + // carefully: + /** + * https://user:pass@example.com:1234/foo/bar?baz#quux + * | | | | ^^^^| | | + * | | | | | | | `----- hash_start + * | | | | | | `--------- search_start + * | | | | | `----------------- pathname_start + * | | | | `--------------------- port + * | | | `----------------------- host_end + * | | `---------------------------------- host_start + * | `--------------------------------------- username_end + * `--------------------------------------------- protocol_end + */ + if (components.protocol_end == url_components::omitted) { + ada_log("url_aggregator::validate omitted protocol_end \n", to_diagram()); + return false; + } + if (components.username_end == url_components::omitted) { + ada_log("url_aggregator::validate omitted username_end \n", to_diagram()); + return false; + } + if (components.host_start == url_components::omitted) { + ada_log("url_aggregator::validate omitted host_start \n", to_diagram()); + return false; + } + if (components.host_end == url_components::omitted) { + ada_log("url_aggregator::validate omitted host_end \n", to_diagram()); + return false; + } + if (components.pathname_start == url_components::omitted) { + ada_log("url_aggregator::validate omitted pathname_start \n", to_diagram()); + return false; + } + + if (components.protocol_end > buffer.size()) { + ada_log("url_aggregator::validate protocol_end overflow \n", to_diagram()); + return false; + } + if (components.username_end > buffer.size()) { + ada_log("url_aggregator::validate username_end overflow \n", to_diagram()); + return false; + } + if (components.host_start > buffer.size()) { + ada_log("url_aggregator::validate host_start overflow \n", to_diagram()); + return false; + } + if (components.host_end > buffer.size()) { + ada_log("url_aggregator::validate host_end overflow \n", to_diagram()); + return false; + } + if (components.pathname_start > buffer.size()) { + ada_log("url_aggregator::validate pathname_start overflow \n", + to_diagram()); + return false; + } + + if (components.protocol_end > 0) { + if (buffer[components.protocol_end - 1] != ':') { + ada_log( + "url_aggregator::validate missing : at the end of the protocol \n", + to_diagram()); + return false; + } + } + + if (components.username_end != buffer.size() && + components.username_end > components.protocol_end + 2) { + if (buffer[components.username_end] != ':' && + buffer[components.username_end] != '@') { + ada_log( + "url_aggregator::validate missing : or @ at the end of the username " + "\n", + to_diagram()); + return false; + } + } + + if (components.host_start != buffer.size()) { + if (components.host_start > components.username_end) { + if (buffer[components.host_start] != '@') { + ada_log( + "url_aggregator::validate missing @ at the end of the password \n", + to_diagram()); + return false; + } + } else if (components.host_start == components.username_end && + components.host_end > components.host_start) { + if (components.host_start == components.protocol_end + 2) { + if (buffer[components.protocol_end] != '/' || + buffer[components.protocol_end + 1] != '/') { + ada_log( + "url_aggregator::validate missing // between protocol and host " + "\n", + to_diagram()); + return false; + } + } else { + if (components.host_start > components.protocol_end && + buffer[components.host_start] != '@') { + ada_log( + "url_aggregator::validate missing @ at the end of the username " + "\n", + to_diagram()); + return false; + } + } + } else { + if (components.host_end != components.host_start) { + ada_log("url_aggregator::validate expected omitted host \n", + to_diagram()); + return false; + } + } + } + if (components.host_end != buffer.size() && + components.pathname_start > components.host_end) { + if (components.pathname_start == components.host_end + 2 && + buffer[components.host_end] == '/' && + buffer[components.host_end + 1] == '.') { + if (components.pathname_start + 1 >= buffer.size() || + buffer[components.pathname_start] != '/' || + buffer[components.pathname_start + 1] != '/') { + ada_log( + "url_aggregator::validate expected the path to begin with // \n", + to_diagram()); + return false; + } + } else if (buffer[components.host_end] != ':') { + ada_log("url_aggregator::validate missing : at the port \n", + to_diagram()); + return false; + } + } + if (components.pathname_start != buffer.size() && + components.pathname_start < components.search_start && + components.pathname_start < components.hash_start && !has_opaque_path) { + if (buffer[components.pathname_start] != '/') { + ada_log("url_aggregator::validate missing / at the path \n", + to_diagram()); + return false; + } + } + if (components.search_start != url_components::omitted) { + if (buffer[components.search_start] != '?') { + ada_log("url_aggregator::validate missing ? at the search \n", + to_diagram()); + return false; + } + } + if (components.hash_start != url_components::omitted) { + if (buffer[components.hash_start] != '#') { + ada_log("url_aggregator::validate missing # at the hash \n", + to_diagram()); + return false; + } + } + + return true; +} + +[[nodiscard]] constexpr std::string_view +url_aggregator::get_pathname() const noexcept ada_lifetime_bound { + ada_log("url_aggregator::get_pathname pathname_start = ", + components.pathname_start, " buffer.size() = ", buffer.size(), + " components.search_start = ", components.search_start, + " components.hash_start = ", components.hash_start); + auto ending_index = uint32_t(buffer.size()); + if (components.search_start != url_components::omitted) { + ending_index = components.search_start; + } else if (components.hash_start != url_components::omitted) { + ending_index = components.hash_start; + } + return helpers::substring(buffer, components.pathname_start, ending_index); +} + +inline std::ostream &operator<<(std::ostream &out, + const ada::url_aggregator &u) { + return out << u.to_string(); +} + +void url_aggregator::update_host_to_base_host( + const std::string_view input) noexcept { + ada_log("url_aggregator::update_host_to_base_host ", input); + ADA_ASSERT_TRUE(validate()); + ADA_ASSERT_TRUE(!helpers::overlaps(input, buffer)); + if (type != ada::scheme::type::FILE) { + // Let host be the result of host parsing host_view with url is not special. + if (input.empty() && !is_special()) { + if (has_hostname()) { + clear_hostname(); + } else if (has_dash_dot()) { + add_authority_slashes_if_needed(); + delete_dash_dot(); + } + return; + } + } + update_base_hostname(input); + ADA_ASSERT_TRUE(validate()); + return; +} +} // namespace ada + +#endif // ADA_URL_AGGREGATOR_INL_H +/* end file include/ada/url_aggregator-inl.h */ +/* begin file include/ada/url_search_params.h */ +/** + * @file url_search_params.h + * @brief Declaration for the URL Search Params + */ +#ifndef ADA_URL_SEARCH_PARAMS_H +#define ADA_URL_SEARCH_PARAMS_H + +#include +#include +#include +#include + +namespace ada { + +enum class url_search_params_iter_type { + KEYS, + VALUES, + ENTRIES, +}; + +template +struct url_search_params_iter; + +typedef std::pair key_value_view_pair; + +using url_search_params_keys_iter = + url_search_params_iter; +using url_search_params_values_iter = + url_search_params_iter; +using url_search_params_entries_iter = + url_search_params_iter; + +/** + * @see https://url.spec.whatwg.org/#interface-urlsearchparams + */ +struct url_search_params { + url_search_params() = default; + + /** + * @see + * https://github.com/web-platform-tests/wpt/blob/master/url/urlsearchparams-constructor.any.js + */ + explicit url_search_params(const std::string_view input) { + initialize(input); + } + + url_search_params(const url_search_params &u) = default; + url_search_params(url_search_params &&u) noexcept = default; + url_search_params &operator=(url_search_params &&u) noexcept = default; + url_search_params &operator=(const url_search_params &u) = default; + ~url_search_params() = default; + + [[nodiscard]] inline size_t size() const noexcept; + + /** + * @see https://url.spec.whatwg.org/#dom-urlsearchparams-append + */ + inline void append(std::string_view key, std::string_view value); + + /** + * @see https://url.spec.whatwg.org/#dom-urlsearchparams-delete + */ + inline void remove(std::string_view key); + inline void remove(std::string_view key, std::string_view value); + + /** + * @see https://url.spec.whatwg.org/#dom-urlsearchparams-get + */ + inline std::optional get(std::string_view key); + + /** + * @see https://url.spec.whatwg.org/#dom-urlsearchparams-getall + */ + inline std::vector get_all(std::string_view key); + + /** + * @see https://url.spec.whatwg.org/#dom-urlsearchparams-has + */ + inline bool has(std::string_view key) noexcept; + inline bool has(std::string_view key, std::string_view value) noexcept; + + /** + * @see https://url.spec.whatwg.org/#dom-urlsearchparams-set + */ + inline void set(std::string_view key, std::string_view value); + + /** + * @see https://url.spec.whatwg.org/#dom-urlsearchparams-sort + */ + inline void sort(); + + /** + * @see https://url.spec.whatwg.org/#urlsearchparams-stringification-behavior + */ + inline std::string to_string() const; + + /** + * Returns a simple JS-style iterator over all of the keys in this + * url_search_params. The keys in the iterator are not unique. The valid + * lifespan of the iterator is tied to the url_search_params. The iterator + * must be freed when you're done with it. + * @see https://url.spec.whatwg.org/#interface-urlsearchparams + */ + inline url_search_params_keys_iter get_keys(); + + /** + * Returns a simple JS-style iterator over all of the values in this + * url_search_params. The valid lifespan of the iterator is tied to the + * url_search_params. The iterator must be freed when you're done with it. + * @see https://url.spec.whatwg.org/#interface-urlsearchparams + */ + inline url_search_params_values_iter get_values(); + + /** + * Returns a simple JS-style iterator over all of the entries in this + * url_search_params. The entries are pairs of keys and corresponding values. + * The valid lifespan of the iterator is tied to the url_search_params. The + * iterator must be freed when you're done with it. + * @see https://url.spec.whatwg.org/#interface-urlsearchparams + */ + inline url_search_params_entries_iter get_entries(); + + /** + * C++ style conventional iterator support. const only because we + * do not really want the params to be modified via the iterator. + */ + inline auto begin() const { return params.begin(); } + inline auto end() const { return params.end(); } + inline auto front() const { return params.front(); } + inline auto back() const { return params.back(); } + inline auto operator[](size_t index) const { return params[index]; } + + /** + * @private + * Used to reset the search params to a new input. + * Used primarily for C API. + * @param input + */ + void reset(std::string_view input); + +private: + typedef std::pair key_value_pair; + std::vector params{}; + + /** + * @see https://url.spec.whatwg.org/#concept-urlencoded-parser + */ + void initialize(std::string_view init); + + template + friend struct url_search_params_iter; +}; // url_search_params + +/** + * Implements a non-conventional iterator pattern that is closer in style to + * JavaScript's definition of an iterator. + * + * @see https://webidl.spec.whatwg.org/#idl-iterable + */ +template +struct url_search_params_iter { + inline url_search_params_iter() : params(EMPTY) {} + url_search_params_iter(const url_search_params_iter &u) = default; + url_search_params_iter(url_search_params_iter &&u) noexcept = default; + url_search_params_iter & + operator=(url_search_params_iter &&u) noexcept = default; + url_search_params_iter &operator=(const url_search_params_iter &u) = default; + ~url_search_params_iter() = default; + + /** + * Return the next item in the iterator or std::nullopt if done. + */ + inline std::optional next(); + + inline bool has_next() const; + +private: + static url_search_params EMPTY; + inline url_search_params_iter(url_search_params ¶ms_) : params(params_) {} + + url_search_params ¶ms; + size_t pos = 0; + + friend struct url_search_params; +}; + +} // namespace ada +#endif +/* end file include/ada/url_search_params.h */ +/* begin file include/ada/url_search_params-inl.h */ +/** + * @file url_search_params-inl.h + * @brief Inline declarations for the URL Search Params + */ +#ifndef ADA_URL_SEARCH_PARAMS_INL_H +#define ADA_URL_SEARCH_PARAMS_INL_H + +#include +#include +#include +#include +#include +#include + +namespace ada { + +// A default, empty url_search_params for use with empty iterators. +template +url_search_params url_search_params_iter::EMPTY; + +inline void url_search_params::reset(std::string_view input) { + params.clear(); + initialize(input); +} + +inline void url_search_params::initialize(std::string_view input) { + if (!input.empty() && input.front() == '?') { + input.remove_prefix(1); + } + + auto process_key_value = [&](const std::string_view current) { + auto equal = current.find('='); + + if (equal == std::string_view::npos) { + std::string name(current); + std::ranges::replace(name, '+', ' '); + params.emplace_back(unicode::percent_decode(name, name.find('%')), ""); + } else { + std::string name(current.substr(0, equal)); + std::string value(current.substr(equal + 1)); + + std::ranges::replace(name, '+', ' '); + std::ranges::replace(value, '+', ' '); + + params.emplace_back(unicode::percent_decode(name, name.find('%')), + unicode::percent_decode(value, value.find('%'))); + } + }; + + while (!input.empty()) { + auto ampersand_index = input.find('&'); + + if (ampersand_index == std::string_view::npos) { + if (!input.empty()) { + process_key_value(input); + } + break; + } else if (ampersand_index != 0) { + process_key_value(input.substr(0, ampersand_index)); + } + + input.remove_prefix(ampersand_index + 1); + } +} + +inline void url_search_params::append(const std::string_view key, + const std::string_view value) { + params.emplace_back(key, value); +} + +inline size_t url_search_params::size() const noexcept { return params.size(); } + +inline std::optional +url_search_params::get(const std::string_view key) { + auto entry = std::ranges::find_if( + params, [&key](const auto ¶m) { return param.first == key; }); + + if (entry == params.end()) { + return std::nullopt; + } + + return entry->second; +} + +inline std::vector +url_search_params::get_all(const std::string_view key) { + std::vector out{}; + + for (auto ¶m : params) { + if (param.first == key) { + out.emplace_back(param.second); + } + } + + return out; +} + +inline bool url_search_params::has(const std::string_view key) noexcept { + auto entry = std::ranges::find_if( + params, [&key](const auto ¶m) { return param.first == key; }); + return entry != params.end(); +} + +inline bool url_search_params::has(std::string_view key, + std::string_view value) noexcept { + auto entry = std::ranges::find_if(params, [&key, &value](const auto ¶m) { + return param.first == key && param.second == value; + }); + return entry != params.end(); +} + +inline std::string url_search_params::to_string() const { + auto character_set = ada::character_sets::WWW_FORM_URLENCODED_PERCENT_ENCODE; + std::string out{}; + for (size_t i = 0; i < params.size(); i++) { + auto key = ada::unicode::percent_encode(params[i].first, character_set); + auto value = ada::unicode::percent_encode(params[i].second, character_set); + + // Performance optimization: Move this inside percent_encode. + std::ranges::replace(key, ' ', '+'); + std::ranges::replace(value, ' ', '+'); + + if (i != 0) { + out += "&"; + } + out.append(key); + out += "="; + out.append(value); + } + return out; +} + +inline void url_search_params::set(const std::string_view key, + const std::string_view value) { + const auto find = [&key](const auto ¶m) { return param.first == key; }; + + auto it = std::ranges::find_if(params, find); + + if (it == params.end()) { + params.emplace_back(key, value); + } else { + it->second = value; + params.erase(std::remove_if(std::next(it), params.end(), find), + params.end()); + } +} + +inline void url_search_params::remove(const std::string_view key) { + std::erase_if(params, + [&key](const auto ¶m) { return param.first == key; }); +} + +inline void url_search_params::remove(const std::string_view key, + const std::string_view value) { + std::erase_if(params, [&key, &value](const auto ¶m) { + return param.first == key && param.second == value; + }); +} + +inline void url_search_params::sort() { + std::ranges::stable_sort( + params, [](const key_value_pair &lhs, const key_value_pair &rhs) { + return lhs.first < rhs.first; + }); +} + +inline url_search_params_keys_iter url_search_params::get_keys() { + return url_search_params_keys_iter(*this); +} + +/** + * @see https://url.spec.whatwg.org/#interface-urlsearchparams + */ +inline url_search_params_values_iter url_search_params::get_values() { + return url_search_params_values_iter(*this); +} + +/** + * @see https://url.spec.whatwg.org/#interface-urlsearchparams + */ +inline url_search_params_entries_iter url_search_params::get_entries() { + return url_search_params_entries_iter(*this); +} + +template +inline bool url_search_params_iter::has_next() const { + return pos < params.params.size(); +} + +template <> +inline std::optional url_search_params_keys_iter::next() { + if (!has_next()) { + return std::nullopt; + } + return params.params[pos++].first; +} + +template <> +inline std::optional url_search_params_values_iter::next() { + if (!has_next()) { + return std::nullopt; + } + return params.params[pos++].second; +} + +template <> +inline std::optional +url_search_params_entries_iter::next() { + if (!has_next()) { + return std::nullopt; + } + return params.params[pos++]; +} + +} // namespace ada + +#endif // ADA_URL_SEARCH_PARAMS_INL_H +/* end file include/ada/url_search_params-inl.h */ +/* begin file include/ada/url_pattern-inl.h */ +/** + * @file url_pattern-inl.h + * @brief Declaration for the URLPattern inline functions. + */ +#ifndef ADA_URL_PATTERN_INL_H +#define ADA_URL_PATTERN_INL_H + +#include + +namespace ada { + +inline bool url_pattern_init::operator==(const url_pattern_init &other) const { + return protocol == other.protocol && username == other.username && + password == other.password && hostname == other.hostname && + port == other.port && search == other.search && hash == other.hash && + pathname == other.pathname; +} + +inline bool url_pattern_component_result::operator==( + const url_pattern_component_result &other) const { + return input == other.input && groups == other.groups; +} + +template +url_pattern_component_result +url_pattern_component::create_component_match_result( + std::string_view input, + std::vector> &&exec_result) { + // Let result be a new URLPatternComponentResult. + // Set result["input"] to input. + // Let groups be a record. + auto result = + url_pattern_component_result{.input = std::string(input), .groups = {}}; + + // Optimization: Let's reserve the size. + result.groups.reserve(exec_result.size()); + + // We explicitly start iterating from 0 even though the spec + // says we should start from 1. This case is handled by the + // std_regex_provider. + for (size_t index = 0; index < exec_result.size(); index++) { + result.groups.insert({ + group_name_list[index], + std::move(exec_result[index]), + }); + } + return result; +} + +template +std::string_view +url_pattern::get_protocol() const ada_lifetime_bound { + // Return this's associated URL pattern's protocol component's pattern string. + return protocol_component.pattern; +} +template +std::string_view +url_pattern::get_username() const ada_lifetime_bound { + // Return this's associated URL pattern's username component's pattern string. + return username_component.pattern; +} +template +std::string_view +url_pattern::get_password() const ada_lifetime_bound { + // Return this's associated URL pattern's password component's pattern string. + return password_component.pattern; +} +template +std::string_view +url_pattern::get_hostname() const ada_lifetime_bound { + // Return this's associated URL pattern's hostname component's pattern string. + return hostname_component.pattern; +} +template +std::string_view +url_pattern::get_port() const ada_lifetime_bound { + // Return this's associated URL pattern's port component's pattern string. + return port_component.pattern; +} +template +std::string_view +url_pattern::get_pathname() const ada_lifetime_bound { + // Return this's associated URL pattern's pathname component's pattern string. + return pathname_component.pattern; +} +template +std::string_view +url_pattern::get_search() const ada_lifetime_bound { + // Return this's associated URL pattern's search component's pattern string. + return search_component.pattern; +} +template +std::string_view +url_pattern::get_hash() const ada_lifetime_bound { + // Return this's associated URL pattern's hash component's pattern string. + return hash_component.pattern; +} +template +bool url_pattern::ignore_case() const { + return ignore_case_; +} +template +bool url_pattern::has_regexp_groups() const { + // If this's associated URL pattern's has regexp groups, then return true. + return protocol_component.has_regexp_groups || + username_component.has_regexp_groups || + password_component.has_regexp_groups || + hostname_component.has_regexp_groups || + port_component.has_regexp_groups || + pathname_component.has_regexp_groups || + search_component.has_regexp_groups || hash_component.has_regexp_groups; +} + +inline bool url_pattern_part::is_regexp() const noexcept { + return type == url_pattern_part_type::REGEXP; +} + +inline std::string_view +url_pattern_compile_component_options::get_delimiter() const { + if (delimiter) { + return {&delimiter.value(), 1}; + } + return {}; +} + +inline std::string_view +url_pattern_compile_component_options::get_prefix() const { + if (prefix) { + return {&prefix.value(), 1}; + } + return {}; +} + +template +template +tl::expected, errors> +url_pattern_component::compile( + std::string_view input, F &encoding_callback, + url_pattern_compile_component_options &options) { + ada_log("url_pattern_component::compile input: ", input); + // Let part list be the result of running parse a pattern string given input, + // options, and encoding callback. + auto part_list = url_pattern_helpers::parse_pattern_string(input, options, + encoding_callback); + + if (!part_list) { + ada_log("parse_pattern_string failed"); + return tl::unexpected(part_list.error()); + } + + // Let (regular expression string, name list) be the result of running + // generate a regular expression and name list given part list and options. + auto [regular_expression_string, name_list] = + url_pattern_helpers::generate_regular_expression_and_name_list(*part_list, + options); + + ada_log("regular expression string: ", regular_expression_string); + + // Let pattern string be the result of running generate a pattern + // string given part list and options. + auto pattern_string = + url_pattern_helpers::generate_pattern_string(*part_list, options); + + // Let regular expression be RegExpCreate(regular expression string, + // flags). If this throws an exception, catch it, and throw a + // TypeError. + std::optional regular_expression = + regex_provider::create_instance(regular_expression_string, + options.ignore_case); + + if (!regular_expression) { + return tl::unexpected(errors::type_error); + } + + // For each part of part list: + // - If part’s type is "regexp", then set has regexp groups to true. + const auto has_regexp = [](const auto &part) { return part.is_regexp(); }; + const bool has_regexp_groups = std::ranges::any_of(*part_list, has_regexp); + + ada_log("has regexp groups: ", has_regexp_groups); + + // Return a new component whose pattern string is pattern string, regular + // expression is regular expression, group name list is name list, and has + // regexp groups is has regexp groups. + return url_pattern_component( + std::move(pattern_string), std::move(*regular_expression), + std::move(name_list), has_regexp_groups); +} + +template +result> +url_pattern::exec(const url_pattern_input &input, + const std::string_view *base_url) { + // Return the result of match given this's associated URL pattern, input, and + // baseURL if given. + return match(input, base_url); +} + +template +result +url_pattern::test(const url_pattern_input &input, + const std::string_view *base_url) { + // TODO: Optimization opportunity. Rather than returning `url_pattern_result` + // Implement a fast path just like `can_parse()` in ada_url. + // Let result be the result of match given this's associated URL pattern, + // input, and baseURL if given. + // If result is null, return false. + if (auto result = match(input, base_url); result.has_value()) { + return result->has_value(); + } + return tl::unexpected(errors::type_error); +} + +template +result> +url_pattern::match(const url_pattern_input &input, + const std::string_view *base_url_string) { + std::string protocol{}; + std::string username{}; + std::string password{}; + std::string hostname{}; + std::string port{}; + std::string pathname{}; + std::string search{}; + std::string hash{}; + + // Let inputs be an empty list. + // Append input to inputs. + std::vector inputs{input}; + + // If input is a URLPatternInit then: + if (std::holds_alternative(input)) { + ada_log( + "url_pattern::match called with url_pattern_init and base_url_string=", + base_url_string); + // If baseURLString was given, throw a TypeError. + if (base_url_string) { + ada_log("failed to match because base_url_string was given"); + return tl::unexpected(errors::type_error); + } + + // Let applyResult be the result of process a URLPatternInit given input, + // "url", protocol, username, password, hostname, port, pathname, search, + // and hash. + auto apply_result = url_pattern_init::process( + std::get(input), "url", protocol, username, password, + hostname, port, pathname, search, hash); + + // If this throws an exception, catch it, and return null. + if (!apply_result.has_value()) { + ada_log("match returned std::nullopt because process threw"); + return std::nullopt; + } + + // Set protocol to applyResult["protocol"]. + ADA_ASSERT_TRUE(apply_result->protocol.has_value()); + protocol = apply_result->protocol.value(); + + // Set username to applyResult["username"]. + ADA_ASSERT_TRUE(apply_result->username.has_value()); + username = apply_result->username.value(); + + // Set password to applyResult["password"]. + ADA_ASSERT_TRUE(apply_result->password.has_value()); + password = apply_result->password.value(); + + // Set hostname to applyResult["hostname"]. + ADA_ASSERT_TRUE(apply_result->hostname.has_value()); + hostname = apply_result->hostname.value(); + + // Set port to applyResult["port"]. + ADA_ASSERT_TRUE(apply_result->port.has_value()); + port = apply_result->port.value(); + + // Set pathname to applyResult["pathname"]. + ADA_ASSERT_TRUE(apply_result->pathname.has_value()); + pathname = apply_result->pathname.value(); + + // Set search to applyResult["search"]. + ADA_ASSERT_TRUE(apply_result->search.has_value()); + if (apply_result->search->starts_with("?")) { + search = apply_result->search->substr(1); + } else { + search = apply_result->search.value(); + } + + // Set hash to applyResult["hash"]. + ADA_ASSERT_TRUE(apply_result->hash.has_value()); + ADA_ASSERT_TRUE(!apply_result->hash->starts_with("#")); + hash = apply_result->hash.value(); + } else { + ADA_ASSERT_TRUE(std::holds_alternative(input)); + + // Let baseURL be null. + result base_url; + + // If baseURLString was given, then: + if (base_url_string) { + // Let baseURL be the result of parsing baseURLString. + base_url = ada::parse(*base_url_string, nullptr); + + // If baseURL is failure, return null. + if (!base_url) { + ada_log("match returned std::nullopt because failed to parse base_url=", + *base_url_string); + return std::nullopt; + } + + // Append baseURLString to inputs. + inputs.emplace_back(*base_url_string); + } + + url_aggregator *base_url_value = + base_url.has_value() ? &base_url.value() : nullptr; + + // Set url to the result of parsing input given baseURL. + auto url = ada::parse(std::get(input), + base_url_value); + + // If url is failure, return null. + if (!url) { + ada_log("match returned std::nullopt because url failed"); + return std::nullopt; + } + + // Set protocol to url’s scheme. + // IMPORTANT: Not documented on the URLPattern spec, but protocol suffix ':' + // is removed. Similar work was done on workerd: + // https://github.com/cloudflare/workerd/blob/8620d14012513a6ce04d079e401d3becac3c67bd/src/workerd/jsg/url.c%2B%2B#L2038 + protocol = url->get_protocol().substr(0, url->get_protocol().size() - 1); + // Set username to url’s username. + username = url->get_username(); + // Set password to url’s password. + password = url->get_password(); + // Set hostname to url’s host, serialized, or the empty string if the value + // is null. + hostname = url->get_hostname(); + // Set port to url’s port, serialized, or the empty string if the value is + // null. + port = url->get_port(); + // Set pathname to the result of URL path serializing url. + pathname = url->get_pathname(); + // Set search to url’s query or the empty string if the value is null. + // IMPORTANT: Not documented on the URLPattern spec, but search prefix '?' + // is removed. Similar work was done on workerd: + // https://github.com/cloudflare/workerd/blob/8620d14012513a6ce04d079e401d3becac3c67bd/src/workerd/jsg/url.c%2B%2B#L2232 + if (url->has_search()) { + ADA_ASSERT_TRUE(url->get_search().starts_with("?")); + search = url->get_search().substr(1); + } else { + search = ""; + } + // Set hash to url’s fragment or the empty string if the value is null. + // IMPORTANT: Not documented on the URLPattern spec, but hash prefix '#' is + // removed. Similar work was done on workerd: + // https://github.com/cloudflare/workerd/blob/8620d14012513a6ce04d079e401d3becac3c67bd/src/workerd/jsg/url.c%2B%2B#L2242 + if (url->has_hash()) { + ADA_ASSERT_TRUE(url->get_hash().starts_with("#")); + hash = url->get_hash().substr(1); + } else { + hash = ""; + } + } + + // Let protocolExecResult be RegExpBuiltinExec(urlPattern’s protocol + // component's regular expression, protocol). + auto protocol_exec_result = + regex_provider::regex_search(protocol, protocol_component.regexp); + + // Let usernameExecResult be RegExpBuiltinExec(urlPattern’s username + // component's regular expression, username). + auto username_exec_result = + regex_provider::regex_search(username, username_component.regexp); + + // Let passwordExecResult be RegExpBuiltinExec(urlPattern’s password + // component's regular expression, password). + auto password_exec_result = + regex_provider::regex_search(password, password_component.regexp); + + // Let hostnameExecResult be RegExpBuiltinExec(urlPattern’s hostname + // component's regular expression, hostname). + auto hostname_exec_result = + regex_provider::regex_search(hostname, hostname_component.regexp); + + // Let portExecResult be RegExpBuiltinExec(urlPattern’s port component's + // regular expression, port). + auto port_exec_result = + regex_provider::regex_search(port, port_component.regexp); + + // Let pathnameExecResult be RegExpBuiltinExec(urlPattern’s pathname + // component's regular expression, pathname). + auto pathname_exec_result = + regex_provider::regex_search(pathname, pathname_component.regexp); + + // Let searchExecResult be RegExpBuiltinExec(urlPattern’s search component's + // regular expression, search). + auto search_exec_result = + regex_provider::regex_search(search, search_component.regexp); + + // Let hashExecResult be RegExpBuiltinExec(urlPattern’s hash component's + // regular expression, hash). + auto hash_exec_result = + regex_provider::regex_search(hash, hash_component.regexp); + + // If protocolExecResult, usernameExecResult, passwordExecResult, + // hostnameExecResult, portExecResult, pathnameExecResult, searchExecResult, + // or hashExecResult are null then return null. + if (!protocol_exec_result || !username_exec_result || !password_exec_result || + !hostname_exec_result || !port_exec_result || !pathname_exec_result || + !search_exec_result || !hash_exec_result) { + return std::nullopt; + } + + // Let result be a new URLPatternResult. + auto result = url_pattern_result{}; + // Set result["inputs"] to inputs. + result.inputs = std::move(inputs); + // Set result["protocol"] to the result of creating a component match result + // given urlPattern’s protocol component, protocol, and protocolExecResult. + result.protocol = protocol_component.create_component_match_result( + protocol, std::move(*protocol_exec_result)); + + // Set result["username"] to the result of creating a component match result + // given urlPattern’s username component, username, and usernameExecResult. + result.username = username_component.create_component_match_result( + username, std::move(*username_exec_result)); + + // Set result["password"] to the result of creating a component match result + // given urlPattern’s password component, password, and passwordExecResult. + result.password = password_component.create_component_match_result( + password, std::move(*password_exec_result)); + + // Set result["hostname"] to the result of creating a component match result + // given urlPattern’s hostname component, hostname, and hostnameExecResult. + result.hostname = hostname_component.create_component_match_result( + hostname, std::move(*hostname_exec_result)); + + // Set result["port"] to the result of creating a component match result given + // urlPattern’s port component, port, and portExecResult. + result.port = port_component.create_component_match_result( + port, std::move(*port_exec_result)); + + // Set result["pathname"] to the result of creating a component match result + // given urlPattern’s pathname component, pathname, and pathnameExecResult. + result.pathname = pathname_component.create_component_match_result( + pathname, std::move(*pathname_exec_result)); + + // Set result["search"] to the result of creating a component match result + // given urlPattern’s search component, search, and searchExecResult. + result.search = search_component.create_component_match_result( + search, std::move(*search_exec_result)); + + // Set result["hash"] to the result of creating a component match result given + // urlPattern’s hash component, hash, and hashExecResult. + result.hash = hash_component.create_component_match_result( + hash, std::move(*hash_exec_result)); + + return result; +} + +} // namespace ada + +#endif +/* end file include/ada/url_pattern-inl.h */ +/* begin file include/ada/url_pattern_helpers-inl.h */ +/** + * @file url_pattern_helpers-inl.h + * @brief Declaration for the URLPattern helpers. + */ +#ifndef ADA_URL_PATTERN_HELPERS_INL_H +#define ADA_URL_PATTERN_HELPERS_INL_H + +#include +#include + +namespace ada::url_pattern_helpers { +inline std::string to_string(token_type type) { + switch (type) { + case token_type::INVALID_CHAR: + return "INVALID_CHAR"; + case token_type::OPEN: + return "OPEN"; + case token_type::CLOSE: + return "CLOSE"; + case token_type::REGEXP: + return "REGEXP"; + case token_type::NAME: + return "NAME"; + case token_type::CHAR: + return "CHAR"; + case token_type::ESCAPED_CHAR: + return "ESCAPED_CHAR"; + case token_type::OTHER_MODIFIER: + return "OTHER_MODIFIER"; + case token_type::ASTERISK: + return "ASTERISK"; + case token_type::END: + return "END"; + default: + ada::unreachable(); + } +} + +template +void constructor_string_parser::rewind() { + // Set parser’s token index to parser’s component start. + token_index = component_start; + // Set parser’s token increment to 0. + token_increment = 0; +} + +template +bool constructor_string_parser::is_hash_prefix() { + // Return the result of running is a non-special pattern char given parser, + // parser’s token index and "#". + return is_non_special_pattern_char(token_index, "#"); +} + +template +bool constructor_string_parser::is_search_prefix() { + // If result of running is a non-special pattern char given parser, parser’s + // token index and "?" is true, then return true. + if (is_non_special_pattern_char(token_index, "?")) { + return true; + } + + // If parser’s token list[parser’s token index]'s value is not "?", then + // return false. + if (token_list[token_index].value != "?") { + return false; + } + + // If previous index is less than 0, then return true. + if (token_index == 0) + return true; + // Let previous index be parser’s token index − 1. + auto previous_index = token_index - 1; + // Let previous token be the result of running get a safe token given parser + // and previous index. + auto previous_token = get_safe_token(previous_index); + ADA_ASSERT_TRUE(previous_token); + // If any of the following are true, then return false: + // - previous token’s type is "name". + // - previous token’s type is "regexp". + // - previous token’s type is "close". + // - previous token’s type is "asterisk". + return !(previous_token->type == token_type::NAME || + previous_token->type == token_type::REGEXP || + previous_token->type == token_type::CLOSE || + previous_token->type == token_type::ASTERISK); +} + +template +bool constructor_string_parser::is_non_special_pattern_char( + size_t index, std::string_view value) { + // Let token be the result of running get a safe token given parser and index. + auto token = get_safe_token(index); + ADA_ASSERT_TRUE(token); + + // If token’s value is not value, then return false. + if (token->value != value) { + return false; + } + + // If any of the following are true: + // - token’s type is "char"; + // - token’s type is "escaped-char"; or + // - token’s type is "invalid-char", + // - then return true. + return token->type == token_type::CHAR || + token->type == token_type::ESCAPED_CHAR || + token->type == token_type::INVALID_CHAR; +} + +template +const token * +constructor_string_parser::get_safe_token(size_t index) { + // If index is less than parser’s token list's size, then return parser’s + // token list[index]. + if (index < token_list.size()) [[likely]] { + return &token_list[index]; + } + + // Assert: parser’s token list's size is greater than or equal to 1. + ADA_ASSERT_TRUE(!token_list.empty()); + + // Let token be parser’s token list[last index]. + // Assert: token’s type is "end". + ADA_ASSERT_TRUE(token_list.back().type == token_type::END); + + // Return token. + return &token_list.back(); +} + +template +bool constructor_string_parser::is_group_open() const { + // If parser’s token list[parser’s token index]'s type is "open", then return + // true. + return token_list[token_index].type == token_type::OPEN; +} + +template +bool constructor_string_parser::is_group_close() const { + // If parser’s token list[parser’s token index]'s type is "close", then return + // true. + return token_list[token_index].type == token_type::CLOSE; +} + +template +bool constructor_string_parser::next_is_authority_slashes() { + // If the result of running is a non-special pattern char given parser, + // parser’s token index + 1, and "/" is false, then return false. + if (!is_non_special_pattern_char(token_index + 1, "/")) { + return false; + } + // If the result of running is a non-special pattern char given parser, + // parser’s token index + 2, and "/" is false, then return false. + if (!is_non_special_pattern_char(token_index + 2, "/")) { + return false; + } + return true; +} + +template +bool constructor_string_parser::is_protocol_suffix() { + // Return the result of running is a non-special pattern char given parser, + // parser’s token index, and ":". + return is_non_special_pattern_char(token_index, ":"); +} + +template +void constructor_string_parser::change_state(State new_state, + size_t skip) { + // If parser’s state is not "init", not "authority", and not "done", then set + // parser’s result[parser’s state] to the result of running make a component + // string given parser. + if (state != State::INIT && state != State::AUTHORITY && + state != State::DONE) { + auto value = make_component_string(); + // TODO: Simplify this. + switch (state) { + case State::PROTOCOL: { + result.protocol = value; + break; + } + case State::USERNAME: { + result.username = value; + break; + } + case State::PASSWORD: { + result.password = value; + break; + } + case State::HOSTNAME: { + result.hostname = value; + break; + } + case State::PORT: { + result.port = value; + break; + } + case State::PATHNAME: { + result.pathname = value; + break; + } + case State::SEARCH: { + result.search = value; + break; + } + case State::HASH: { + result.hash = value; + break; + } + default: + ada::unreachable(); + } + } + + // If parser’s state is not "init" and new state is not "done", then: + if (state != State::INIT && new_state != State::DONE) { + // If parser’s state is "protocol", "authority", "username", or "password"; + // new state is "port", "pathname", "search", or "hash"; and parser’s + // result["hostname"] does not exist, then set parser’s result["hostname"] + // to the empty string. + if ((state == State::PROTOCOL || state == State::AUTHORITY || + state == State::USERNAME || state == State::PASSWORD) && + (new_state == State::PORT || new_state == State::PATHNAME || + new_state == State::SEARCH || new_state == State::HASH) && + !result.hostname) + result.hostname = ""; + } + + // If parser’s state is "protocol", "authority", "username", "password", + // "hostname", or "port"; new state is "search" or "hash"; and parser’s + // result["pathname"] does not exist, then: + if ((state == State::PROTOCOL || state == State::AUTHORITY || + state == State::USERNAME || state == State::PASSWORD || + state == State::HOSTNAME || state == State::PORT) && + (new_state == State::SEARCH || new_state == State::HASH) && + !result.pathname) { + if (protocol_matches_a_special_scheme_flag) { + result.pathname = "/"; + } else { + // Otherwise, set parser’s result["pathname"] to the empty string. + result.pathname = ""; + } + } + + // If parser’s state is "protocol", "authority", "username", "password", + // "hostname", "port", or "pathname"; new state is "hash"; and parser’s + // result["search"] does not exist, then set parser’s result["search"] to + // the empty string. + if ((state == State::PROTOCOL || state == State::AUTHORITY || + state == State::USERNAME || state == State::PASSWORD || + state == State::HOSTNAME || state == State::PORT || + state == State::PATHNAME) && + new_state == State::HASH && !result.search) { + result.search = ""; + } + + // Set parser’s state to new state. + state = new_state; + // Increment parser’s token index by skip. + token_index += skip; + // Set parser’s component start to parser’s token index. + component_start = token_index; + // Set parser’s token increment to 0. + token_increment = 0; +} + +template +std::string constructor_string_parser::make_component_string() { + // Assert: parser’s token index is less than parser’s token list's size. + ADA_ASSERT_TRUE(token_index < token_list.size()); + + // Let token be parser’s token list[parser’s token index]. + // Let end index be token’s index. + const auto end_index = token_list[token_index].index; + // Let component start token be the result of running get a safe token given + // parser and parser’s component start. + const auto component_start_token = get_safe_token(component_start); + ADA_ASSERT_TRUE(component_start_token); + // Let component start input index be component start token’s index. + const auto component_start_input_index = component_start_token->index; + // Return the code point substring from component start input index to end + // index within parser’s input. + return input.substr(component_start_input_index, + end_index - component_start_input_index); +} + +template +bool constructor_string_parser::is_an_identity_terminator() { + // Return the result of running is a non-special pattern char given parser, + // parser’s token index, and "@". + return is_non_special_pattern_char(token_index, "@"); +} + +template +bool constructor_string_parser::is_pathname_start() { + // Return the result of running is a non-special pattern char given parser, + // parser’s token index, and "/". + return is_non_special_pattern_char(token_index, "/"); +} + +template +bool constructor_string_parser::is_password_prefix() { + // Return the result of running is a non-special pattern char given parser, + // parser’s token index, and ":". + return is_non_special_pattern_char(token_index, ":"); +} + +template +bool constructor_string_parser::is_an_ipv6_open() { + // Return the result of running is a non-special pattern char given parser, + // parser’s token index, and "[". + return is_non_special_pattern_char(token_index, "["); +} + +template +bool constructor_string_parser::is_an_ipv6_close() { + // Return the result of running is a non-special pattern char given parser, + // parser’s token index, and "]". + return is_non_special_pattern_char(token_index, "]"); +} + +template +bool constructor_string_parser::is_port_prefix() { + // Return the result of running is a non-special pattern char given parser, + // parser’s token index, and ":". + return is_non_special_pattern_char(token_index, ":"); +} + +inline void Tokenizer::get_next_code_point() { + ada_log("Tokenizer::get_next_code_point called with index=", next_index); + ADA_ASSERT_TRUE(next_index < input.size()); + // this assumes that we have a valid, non-truncated UTF-8 stream. + code_point = 0; + size_t number_bytes = 0; + unsigned char first_byte = input[next_index]; + + if ((first_byte & 0x80) == 0) { + // 1-byte character (ASCII) + next_index++; + code_point = first_byte; + ada_log("Tokenizer::get_next_code_point returning ASCII code point=", + uint32_t(code_point)); + ada_log("Tokenizer::get_next_code_point next_index =", next_index, + " input.size()=", input.size()); + return; + } + ada_log("Tokenizer::get_next_code_point read first byte=", + uint32_t(first_byte)); + if ((first_byte & 0xE0) == 0xC0) { + code_point = first_byte & 0x1F; + number_bytes = 2; + ada_log("Tokenizer::get_next_code_point two bytes"); + } else if ((first_byte & 0xF0) == 0xE0) { + code_point = first_byte & 0x0F; + number_bytes = 3; + ada_log("Tokenizer::get_next_code_point three bytes"); + } else if ((first_byte & 0xF8) == 0xF0) { + code_point = first_byte & 0x07; + number_bytes = 4; + ada_log("Tokenizer::get_next_code_point four bytes"); + } + ADA_ASSERT_TRUE(number_bytes + next_index <= input.size()); + + for (size_t i = 1 + next_index; i < number_bytes + next_index; ++i) { + unsigned char byte = input[i]; + ada_log("Tokenizer::get_next_code_point read byte=", uint32_t(byte)); + code_point = (code_point << 6) | (byte & 0x3F); + } + ada_log("Tokenizer::get_next_code_point returning non-ASCII code point=", + uint32_t(code_point)); + ada_log("Tokenizer::get_next_code_point next_index =", next_index, + " input.size()=", input.size()); + next_index += number_bytes; +} + +inline void Tokenizer::seek_and_get_next_code_point(size_t new_index) { + ada_log("Tokenizer::seek_and_get_next_code_point called with new_index=", + new_index); + // Set tokenizer’s next index to index. + next_index = new_index; + // Run get the next code point given tokenizer. + get_next_code_point(); +} + +inline void Tokenizer::add_token(token_type type, size_t next_position, + size_t value_position, size_t value_length) { + ada_log("Tokenizer::add_token called with type=", to_string(type), + " next_position=", next_position, " value_position=", value_position); + ADA_ASSERT_TRUE(next_position >= value_position); + + // Let token be a new token. + // Set token’s type to type. + // Set token’s index to tokenizer’s index. + // Set token’s value to the code point substring from value position with + // length value length within tokenizer’s input. + // Append token to the back of tokenizer’s token list. + token_list.emplace_back(type, index, + input.substr(value_position, value_length)); + // Set tokenizer’s index to next position. + index = next_position; +} + +inline void Tokenizer::add_token_with_default_length(token_type type, + size_t next_position, + size_t value_position) { + // Let computed length be next position − value position. + auto computed_length = next_position - value_position; + // Run add a token given tokenizer, type, next position, value position, and + // computed length. + add_token(type, next_position, value_position, computed_length); +} + +inline void Tokenizer::add_token_with_defaults(token_type type) { + ada_log("Tokenizer::add_token_with_defaults called with type=", + to_string(type)); + // Run add a token with default length given tokenizer, type, tokenizer’s next + // index, and tokenizer’s index. + add_token_with_default_length(type, next_index, index); +} + +inline ada_warn_unused std::optional +Tokenizer::process_tokenizing_error(size_t next_position, + size_t value_position) { + // If tokenizer’s policy is "strict", then throw a TypeError. + if (policy == token_policy::strict) { + ada_log("process_tokenizing_error failed with next_position=", + next_position, " value_position=", value_position); + return errors::type_error; + } + // Assert: tokenizer’s policy is "lenient". + ADA_ASSERT_TRUE(policy == token_policy::lenient); + // Run add a token with default length given tokenizer, "invalid-char", next + // position, and value position. + add_token_with_default_length(token_type::INVALID_CHAR, next_position, + value_position); + return std::nullopt; +} + +template +token *url_pattern_parser::try_consume_modifier_token() { + // Let token be the result of running try to consume a token given parser and + // "other-modifier". + auto token = try_consume_token(token_type::OTHER_MODIFIER); + // If token is not null, then return token. + if (token) + return token; + // Set token to the result of running try to consume a token given parser and + // "asterisk". + // Return token. + return try_consume_token(token_type::ASTERISK); +} + +template +token *url_pattern_parser::try_consume_regexp_or_wildcard_token( + const token *name_token) { + // Let token be the result of running try to consume a token given parser and + // "regexp". + auto token = try_consume_token(token_type::REGEXP); + // If name token is null and token is null, then set token to the result of + // running try to consume a token given parser and "asterisk". + if (!name_token && !token) { + token = try_consume_token(token_type::ASTERISK); + } + // Return token. + return token; +} + +template +token *url_pattern_parser::try_consume_token(token_type type) { + ada_log("url_pattern_parser::try_consume_token called with type=", + to_string(type)); + // Assert: parser’s index is less than parser’s token list size. + ADA_ASSERT_TRUE(index < tokens.size()); + // Let next token be parser’s token list[parser’s index]. + auto &next_token = tokens[index]; + // If next token’s type is not type return null. + if (next_token.type != type) + return nullptr; + // Increase parser’s index by 1. + index++; + // Return next token. + return &next_token; +} + +template +std::string url_pattern_parser::consume_text() { + // Let result be the empty string. + std::string result{}; + // While true: + while (true) { + // Let token be the result of running try to consume a token given parser + // and "char". + auto token = try_consume_token(token_type::CHAR); + // If token is null, then set token to the result of running try to consume + // a token given parser and "escaped-char". + if (!token) + token = try_consume_token(token_type::ESCAPED_CHAR); + // If token is null, then break. + if (!token) + break; + // Append token’s value to the end of result. + result.append(token->value); + } + // Return result. + return result; +} + +template +bool url_pattern_parser::consume_required_token(token_type type) { + ada_log("url_pattern_parser::consume_required_token called with type=", + to_string(type)); + // Let result be the result of running try to consume a token given parser and + // type. + return try_consume_token(type) != nullptr; +} + +template +std::optional +url_pattern_parser::maybe_add_part_from_the_pending_fixed_value() { + // If parser’s pending fixed value is the empty string, then return. + if (pending_fixed_value.empty()) { + ada_log("pending_fixed_value is empty"); + return std::nullopt; + } + // Let encoded value be the result of running parser’s encoding callback given + // parser’s pending fixed value. + auto encoded_value = encoding_callback(pending_fixed_value); + if (!encoded_value) { + ada_log("failed to encode pending_fixed_value: ", pending_fixed_value); + return encoded_value.error(); + } + // Set parser’s pending fixed value to the empty string. + pending_fixed_value.clear(); + // Let part be a new part whose type is "fixed-text", value is encoded value, + // and modifier is "none". + // Append part to parser’s part list. + parts.emplace_back(url_pattern_part_type::FIXED_TEXT, + std::move(*encoded_value), + url_pattern_part_modifier::none); + return std::nullopt; +} + +template +std::optional url_pattern_parser::add_part( + std::string_view prefix, token *name_token, token *regexp_or_wildcard_token, + std::string_view suffix, token *modifier_token) { + // Let modifier be "none". + auto modifier = url_pattern_part_modifier::none; + // If modifier token is not null: + if (modifier_token) { + // If modifier token’s value is "?" then set modifier to "optional". + if (modifier_token->value == "?") { + modifier = url_pattern_part_modifier::optional; + } else if (modifier_token->value == "*") { + // Otherwise if modifier token’s value is "*" then set modifier to + // "zero-or-more". + modifier = url_pattern_part_modifier::zero_or_more; + } else if (modifier_token->value == "+") { + // Otherwise if modifier token’s value is "+" then set modifier to + // "one-or-more". + modifier = url_pattern_part_modifier::one_or_more; + } + } + // If name token is null and regexp or wildcard token is null and modifier + // is "none": + if (!name_token && !regexp_or_wildcard_token && + modifier == url_pattern_part_modifier::none) { + // Append prefix to the end of parser’s pending fixed value. + pending_fixed_value.append(prefix); + return std::nullopt; + } + // Run maybe add a part from the pending fixed value given parser. + if (auto error = maybe_add_part_from_the_pending_fixed_value()) { + return *error; + } + // If name token is null and regexp or wildcard token is null: + if (!name_token && !regexp_or_wildcard_token) { + // Assert: suffix is the empty string. + ADA_ASSERT_TRUE(suffix.empty()); + // If prefix is the empty string, then return. + if (prefix.empty()) + return std::nullopt; + // Let encoded value be the result of running parser’s encoding callback + // given prefix. + auto encoded_value = encoding_callback(prefix); + if (!encoded_value) { + return encoded_value.error(); + } + // Let part be a new part whose type is "fixed-text", value is encoded + // value, and modifier is modifier. + // Append part to parser’s part list. + parts.emplace_back(url_pattern_part_type::FIXED_TEXT, + std::move(*encoded_value), modifier); + return std::nullopt; + } + // Let regexp value be the empty string. + std::string regexp_value{}; + // If regexp or wildcard token is null, then set regexp value to parser’s + // segment wildcard regexp. + if (!regexp_or_wildcard_token) { + regexp_value = segment_wildcard_regexp; + } else if (regexp_or_wildcard_token->type == token_type::ASTERISK) { + // Otherwise if regexp or wildcard token’s type is "asterisk", then set + // regexp value to the full wildcard regexp value. + regexp_value = ".*"; + } else { + // Otherwise set regexp value to regexp or wildcard token’s value. + regexp_value = regexp_or_wildcard_token->value; + } + // Let type be "regexp". + auto type = url_pattern_part_type::REGEXP; + // If regexp value is parser’s segment wildcard regexp: + if (regexp_value == segment_wildcard_regexp) { + // Set type to "segment-wildcard". + type = url_pattern_part_type::SEGMENT_WILDCARD; + // Set regexp value to the empty string. + regexp_value.clear(); + } else if (regexp_value == ".*") { + // Otherwise if regexp value is the full wildcard regexp value: + // Set type to "full-wildcard". + type = url_pattern_part_type::FULL_WILDCARD; + // Set regexp value to the empty string. + regexp_value.clear(); + } + // Let name be the empty string. + std::string name{}; + // If name token is not null, then set name to name token’s value. + if (name_token) { + name = name_token->value; + } else if (regexp_or_wildcard_token) { + // Otherwise if regexp or wildcard token is not null: + // Set name to parser’s next numeric name, serialized. + // TODO: Make sure this is correct. + name = std::to_string(next_numeric_name); + // Increment parser’s next numeric name by 1. + next_numeric_name++; + } + // If the result of running is a duplicate name given parser and name is + // true, then throw a TypeError. + if (std::ranges::any_of( + parts, [&name](const auto &part) { return part.name == name; })) { + return errors::type_error; + } + // Let encoded prefix be the result of running parser’s encoding callback + // given prefix. + auto encoded_prefix = encoding_callback(prefix); + if (!encoded_prefix) + return encoded_prefix.error(); + // Let encoded suffix be the result of running parser’s encoding callback + // given suffix. + auto encoded_suffix = encoding_callback(suffix); + if (!encoded_suffix) + return encoded_suffix.error(); + // Let part be a new part whose type is type, value is regexp value, + // modifier is modifier, name is name, prefix is encoded prefix, and suffix + // is encoded suffix. + // Append part to parser’s part list. + parts.emplace_back(type, std::move(regexp_value), modifier, std::move(name), + std::move(*encoded_prefix), std::move(*encoded_suffix)); + return std::nullopt; +} + +template +tl::expected, errors> +parse_pattern_string(std::string_view input, + url_pattern_compile_component_options &options, + F &encoding_callback) { + ada_log("parse_pattern_string input=", input); + // Let parser be a new pattern parser whose encoding callback is encoding + // callback and segment wildcard regexp is the result of running generate a + // segment wildcard regexp given options. + auto parser = url_pattern_parser( + encoding_callback, generate_segment_wildcard_regexp(options)); + // Set parser’s token list to the result of running tokenize given input and + // "strict". + auto tokenize_result = tokenize(input, token_policy::strict); + if (!tokenize_result) { + ada_log("parse_pattern_string tokenize failed"); + return tl::unexpected(tokenize_result.error()); + } + parser.tokens = std::move(*tokenize_result); + + // While parser’s index is less than parser’s token list's size: + while (parser.can_continue()) { + // Let char token be the result of running try to consume a token given + // parser and "char". + auto char_token = parser.try_consume_token(token_type::CHAR); + // Let name token be the result of running try to consume a token given + // parser and "name". + auto name_token = parser.try_consume_token(token_type::NAME); + // Let regexp or wildcard token be the result of running try to consume a + // regexp or wildcard token given parser and name token. + auto regexp_or_wildcard_token = + parser.try_consume_regexp_or_wildcard_token(name_token); + // If name token is not null or regexp or wildcard token is not null: + if (name_token || regexp_or_wildcard_token) { + // Let prefix be the empty string. + std::string prefix{}; + // If char token is not null then set prefix to char token’s value. + if (char_token) + prefix = char_token->value; + // If prefix is not the empty string and not options’s prefix code point: + if (!prefix.empty() && prefix != options.get_prefix()) { + // Append prefix to the end of parser’s pending fixed value. + parser.pending_fixed_value.append(prefix); + // Set prefix to the empty string. + prefix.clear(); + } + // Run maybe add a part from the pending fixed value given parser. + if (auto error = parser.maybe_add_part_from_the_pending_fixed_value()) { + ada_log("maybe_add_part_from_the_pending_fixed_value failed"); + return tl::unexpected(*error); + } + // Let modifier token be the result of running try to consume a modifier + // token given parser. + auto modifier_token = parser.try_consume_modifier_token(); + // Run add a part given parser, prefix, name token, regexp or wildcard + // token, the empty string, and modifier token. + if (auto error = + parser.add_part(prefix, name_token, regexp_or_wildcard_token, "", + modifier_token)) { + ada_log("parser.add_part failed"); + return tl::unexpected(*error); + } + // Continue. + continue; + } + + // Let fixed token be char token. + auto fixed_token = char_token; + // If fixed token is null, then set fixed token to the result of running try + // to consume a token given parser and "escaped-char". + if (!fixed_token) + fixed_token = parser.try_consume_token(token_type::ESCAPED_CHAR); + // If fixed token is not null: + if (fixed_token) { + // Append fixed token’s value to parser’s pending fixed value. + parser.pending_fixed_value.append(fixed_token->value); + // Continue. + continue; + } + // Let open token be the result of running try to consume a token given + // parser and "open". + auto open_token = parser.try_consume_token(token_type::OPEN); + // If open token is not null: + if (open_token) { + // Set prefix be the result of running consume text given parser. + auto prefix_ = parser.consume_text(); + // Set name token to the result of running try to consume a token given + // parser and "name". + name_token = parser.try_consume_token(token_type::NAME); + // Set regexp or wildcard token to the result of running try to consume a + // regexp or wildcard token given parser and name token. + regexp_or_wildcard_token = + parser.try_consume_regexp_or_wildcard_token(name_token); + // Let suffix be the result of running consume text given parser. + auto suffix_ = parser.consume_text(); + // Run consume a required token given parser and "close". + if (!parser.consume_required_token(token_type::CLOSE)) { + ada_log("parser.consume_required_token failed"); + return tl::unexpected(errors::type_error); + } + // Set modifier token to the result of running try to consume a modifier + // token given parser. + auto modifier_token = parser.try_consume_modifier_token(); + // Run add a part given parser, prefix, name token, regexp or wildcard + // token, suffix, and modifier token. + if (auto error = + parser.add_part(prefix_, name_token, regexp_or_wildcard_token, + suffix_, modifier_token)) { + return tl::unexpected(*error); + } + // Continue. + continue; + } + // Run maybe add a part from the pending fixed value given parser. + if (auto error = parser.maybe_add_part_from_the_pending_fixed_value()) { + ada_log("maybe_add_part_from_the_pending_fixed_value failed on line 992"); + return tl::unexpected(*error); + } + // Run consume a required token given parser and "end". + if (!parser.consume_required_token(token_type::END)) { + return tl::unexpected(errors::type_error); + } + } + ada_log("parser.parts size is: ", parser.parts.size()); + // Return parser’s part list. + return parser.parts; +} + +template +bool protocol_component_matches_special_scheme( + url_pattern_component &component) { + // let's avoid unnecessary copy here. + auto ®ex = component.regexp; + return regex_provider::regex_match("http", regex) || + regex_provider::regex_match("https", regex) || + regex_provider::regex_match("ws", regex) || + regex_provider::regex_match("wss", regex) || + regex_provider::regex_match("ftp", regex); +} + +template +inline std::optional constructor_string_parser< + regex_provider>::compute_protocol_matches_special_scheme_flag() { + ada_log("constructor_string_parser::compute_protocol_matches_special_scheme_" + "flag"); + // Let protocol string be the result of running make a component string given + // parser. + auto protocol_string = make_component_string(); + // Let protocol component be the result of compiling a component given + // protocol string, canonicalize a protocol, and default options. + auto protocol_component = url_pattern_component::compile( + protocol_string, canonicalize_protocol, + url_pattern_compile_component_options::DEFAULT); + if (!protocol_component) { + ada_log("url_pattern_component::compile failed for protocol_string ", + protocol_string); + return protocol_component.error(); + } + // If the result of running protocol component matches a special scheme given + // protocol component is true, then set parser’s protocol matches a special + // scheme flag to true. + if (protocol_component_matches_special_scheme(*protocol_component)) { + protocol_matches_a_special_scheme_flag = true; + } + return std::nullopt; +} + +template +tl::expected +constructor_string_parser::parse(std::string_view input) { + ada_log("constructor_string_parser::parse input=", input); + // Let parser be a new constructor string parser whose input is input and + // token list is the result of running tokenize given input and "lenient". + auto token_list = tokenize(input, token_policy::lenient); + if (!token_list) { + return tl::unexpected(token_list.error()); + } + auto parser = constructor_string_parser(input, std::move(*token_list)); + + // While parser’s token index is less than parser’s token list size: + while (parser.token_index < parser.token_list.size()) { + // Set parser’s token increment to 1. + parser.token_increment = 1; + + // If parser’s token list[parser’s token index]'s type is "end" then: + if (parser.token_list[parser.token_index].type == token_type::END) { + // If parser’s state is "init": + if (parser.state == State::INIT) { + // Run rewind given parser. + parser.rewind(); + // If the result of running is a hash prefix given parser is true, then + // run change state given parser, "hash" and 1. + if (parser.is_hash_prefix()) { + parser.change_state(State::HASH, 1); + } else if (parser.is_search_prefix()) { + // Otherwise if the result of running is a search prefix given parser + // is true: Run change state given parser, "search" and 1. + parser.change_state(State::SEARCH, 1); + } else { + // Run change state given parser, "pathname" and 0. + parser.change_state(State::PATHNAME, 0); + } + // Increment parser’s token index by parser’s token increment. + parser.token_index += parser.token_increment; + // Continue. + continue; + } + + if (parser.state == State::AUTHORITY) { + // If parser’s state is "authority": + // Run rewind and set state given parser, and "hostname". + parser.rewind(); + parser.change_state(State::HOSTNAME, 0); + // Increment parser’s token index by parser’s token increment. + parser.token_index += parser.token_increment; + // Continue. + continue; + } + + // Run change state given parser, "done" and 0. + parser.change_state(State::DONE, 0); + // Break. + break; + } + + // If the result of running is a group open given parser is true: + if (parser.is_group_open()) { + // Increment parser’s group depth by 1. + parser.group_depth += 1; + // Increment parser’s token index by parser’s token increment. + parser.token_index += parser.token_increment; + } + + // If parser’s group depth is greater than 0: + if (parser.group_depth > 0) { + // If the result of running is a group close given parser is true, then + // decrement parser’s group depth by 1. + if (parser.is_group_close()) { + parser.group_depth -= 1; + } else { + // Increment parser’s token index by parser’s token increment. + parser.token_index += parser.token_increment; + continue; + } + } + + // Switch on parser’s state and run the associated steps: + switch (parser.state) { + case State::INIT: { + // If the result of running is a protocol suffix given parser is true: + if (parser.is_protocol_suffix()) { + // Run rewind and set state given parser and "protocol". + parser.rewind(); + parser.change_state(State::PROTOCOL, 0); + } + break; + } + case State::PROTOCOL: { + // If the result of running is a protocol suffix given parser is true: + if (parser.is_protocol_suffix()) { + // Run compute protocol matches a special scheme flag given parser. + if (const auto error = + parser.compute_protocol_matches_special_scheme_flag()) { + ada_log("compute_protocol_matches_special_scheme_flag failed"); + return tl::unexpected(*error); + } + // Let next state be "pathname". + auto next_state = State::PATHNAME; + // Let skip be 1. + auto skip = 1; + // If the result of running next is authority slashes given parser is + // true: + if (parser.next_is_authority_slashes()) { + // Set next state to "authority". + next_state = State::AUTHORITY; + // Set skip to 3. + skip = 3; + } else if (parser.protocol_matches_a_special_scheme_flag) { + // Otherwise if parser’s protocol matches a special scheme flag is + // true, then set next state to "authority". + next_state = State::AUTHORITY; + } + + // Run change state given parser, next state, and skip. + parser.change_state(next_state, skip); + } + break; + } + case State::AUTHORITY: { + // If the result of running is an identity terminator given parser is + // true, then run rewind and set state given parser and "username". + if (parser.is_an_identity_terminator()) { + parser.rewind(); + parser.change_state(State::USERNAME, 0); + } else if (parser.is_pathname_start() || parser.is_search_prefix() || + parser.is_hash_prefix()) { + // Otherwise if any of the following are true: + // - the result of running is a pathname start given parser; + // - the result of running is a search prefix given parser; or + // - the result of running is a hash prefix given parser, + // then run rewind and set state given parser and "hostname". + parser.rewind(); + parser.change_state(State::HOSTNAME, 0); + } + break; + } + case State::USERNAME: { + // If the result of running is a password prefix given parser is true, + // then run change state given parser, "password", and 1. + if (parser.is_password_prefix()) { + parser.change_state(State::PASSWORD, 1); + } else if (parser.is_an_identity_terminator()) { + // Otherwise if the result of running is an identity terminator given + // parser is true, then run change state given parser, "hostname", + // and 1. + parser.change_state(State::HOSTNAME, 1); + } + break; + } + case State::PASSWORD: { + // If the result of running is an identity terminator given parser is + // true, then run change state given parser, "hostname", and 1. + if (parser.is_an_identity_terminator()) { + parser.change_state(State::HOSTNAME, 1); + } + break; + } + case State::HOSTNAME: { + // If the result of running is an IPv6 open given parser is true, then + // increment parser’s hostname IPv6 bracket depth by 1. + if (parser.is_an_ipv6_open()) { + parser.hostname_ipv6_bracket_depth += 1; + } else if (parser.is_an_ipv6_close()) { + // Otherwise if the result of running is an IPv6 close given parser is + // true, then decrement parser’s hostname IPv6 bracket depth by 1. + parser.hostname_ipv6_bracket_depth -= 1; + } else if (parser.is_port_prefix() && + parser.hostname_ipv6_bracket_depth == 0) { + // Otherwise if the result of running is a port prefix given parser is + // true and parser’s hostname IPv6 bracket depth is zero, then run + // change state given parser, "port", and 1. + parser.change_state(State::PORT, 1); + } else if (parser.is_pathname_start()) { + // Otherwise if the result of running is a pathname start given parser + // is true, then run change state given parser, "pathname", and 0. + parser.change_state(State::PATHNAME, 0); + } else if (parser.is_search_prefix()) { + // Otherwise if the result of running is a search prefix given parser + // is true, then run change state given parser, "search", and 1. + parser.change_state(State::SEARCH, 1); + } else if (parser.is_hash_prefix()) { + // Otherwise if the result of running is a hash prefix given parser is + // true, then run change state given parser, "hash", and 1. + parser.change_state(State::HASH, 1); + } + + break; + } + case State::PORT: { + // If the result of running is a pathname start given parser is true, + // then run change state given parser, "pathname", and 0. + if (parser.is_pathname_start()) { + parser.change_state(State::PATHNAME, 0); + } else if (parser.is_search_prefix()) { + // Otherwise if the result of running is a search prefix given parser + // is true, then run change state given parser, "search", and 1. + parser.change_state(State::SEARCH, 1); + } else if (parser.is_hash_prefix()) { + // Otherwise if the result of running is a hash prefix given parser is + // true, then run change state given parser, "hash", and 1. + parser.change_state(State::HASH, 1); + } + break; + } + case State::PATHNAME: { + // If the result of running is a search prefix given parser is true, + // then run change state given parser, "search", and 1. + if (parser.is_search_prefix()) { + parser.change_state(State::SEARCH, 1); + } else if (parser.is_hash_prefix()) { + // Otherwise if the result of running is a hash prefix given parser is + // true, then run change state given parser, "hash", and 1. + parser.change_state(State::HASH, 1); + } + break; + } + case State::SEARCH: { + // If the result of running is a hash prefix given parser is true, then + // run change state given parser, "hash", and 1. + if (parser.is_hash_prefix()) { + parser.change_state(State::HASH, 1); + } + } + case State::HASH: { + // Do nothing + break; + } + default: { + // Assert: This step is never reached. + unreachable(); + } + } + + // Increment parser’s token index by parser’s token increment. + parser.token_index += parser.token_increment; + } + + // If parser’s result contains "hostname" and not "port", then set parser’s + // result["port"] to the empty string. + if (parser.result.hostname && !parser.result.port) { + parser.result.port = ""; + } + + // Return parser’s result. + return parser.result; +} + +} // namespace ada::url_pattern_helpers + +#endif +/* end file include/ada/url_pattern_helpers-inl.h */ + +// Public API +/* begin file include/ada/ada_version.h */ +/** + * @file ada_version.h + * @brief Definitions for Ada's version number. + */ +#ifndef ADA_ADA_VERSION_H +#define ADA_ADA_VERSION_H + +#define ADA_VERSION "3.0.0" + +namespace ada { + +enum { + ADA_VERSION_MAJOR = 3, + ADA_VERSION_MINOR = 0, + ADA_VERSION_REVISION = 0, +}; + +} // namespace ada + +#endif // ADA_ADA_VERSION_H +/* end file include/ada/ada_version.h */ +/* begin file include/ada/implementation-inl.h */ +/** + * @file implementation-inl.h + */ +#ifndef ADA_IMPLEMENTATION_INL_H +#define ADA_IMPLEMENTATION_INL_H + +#include +#include + +namespace ada { + +template +ada_warn_unused tl::expected, errors> +parse_url_pattern(std::variant input, + const std::string_view *base_url, + const url_pattern_options *options) { + return parser::parse_url_pattern_impl(std::move(input), + base_url, options); +} + +} // namespace ada + +#endif // ADA_IMPLEMENTATION_INL_H +/* end file include/ada/implementation-inl.h */ + +#endif // ADA_H +/* end file include/ada.h */ diff --git a/common/rnexecutorch/Log.cpp b/common/rnexecutorch/Log.cpp new file mode 100644 index 000000000..1deaadcee --- /dev/null +++ b/common/rnexecutorch/Log.cpp @@ -0,0 +1,68 @@ +#include "Log.h" + +#include +#include + +#ifdef __ANDROID__ +#include +#endif +#ifdef __APPLE__ +#include +#endif + +namespace rnexecutorch { + +#ifdef __ANDROID__ +android_LogPriority androidLogLevel(LOG_LEVEL logLevel) { + switch (logLevel) { + case LOG_LEVEL::Info: + default: + return ANDROID_LOG_INFO; + case LOG_LEVEL::Error: + return ANDROID_LOG_ERROR; + case LOG_LEVEL::Debug: + return ANDROID_LOG_DEBUG; + } +} +#endif + +void log(LOG_LEVEL logLevel, const char *fmt, ...) { + va_list args; + va_start(args, fmt); + + // Maximum length of a log message. + static constexpr size_t kMaxLogMessageLength = 1024; + char buf[kMaxLogMessageLength]; + size_t len = vsnprintf(buf, kMaxLogMessageLength, fmt, args); + if (len >= kMaxLogMessageLength - 1) { + for (std::size_t i = 0; i < 3; ++i) + buf[kMaxLogMessageLength - 2 - i] = '.'; + len = kMaxLogMessageLength - 3; + } + buf[kMaxLogMessageLength - 1] = 0; + +#ifdef __ANDROID__ + + __android_log_print(androidLogLevel(logLevel), "RnExecutorch", "%s", buf); + +#endif // ifdef __ANDROID__ +#ifdef __APPLE__ + + switch (logLevel) { + case LOG_LEVEL::Info: + default: + os_log_info(OS_LOG_DEFAULT, "%s", buf); + break; + case LOG_LEVEL::Error: + os_log_error(OS_LOG_DEFAULT, "%s", buf); + break; + case LOG_LEVEL::Debug: + os_log_debug(OS_LOG_DEFAULT, "%s", buf); + break; + } + +#endif // ifdef __APPLE__ + va_end(args); +} + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/Log.h b/common/rnexecutorch/Log.h new file mode 100644 index 000000000..0072271d7 --- /dev/null +++ b/common/rnexecutorch/Log.h @@ -0,0 +1,10 @@ +#pragma once + +namespace rnexecutorch { + +enum class LOG_LEVEL { Info, Error, Debug }; + +// const char* instead of const std::string& as va_start doesn't take references +void log(LOG_LEVEL logLevel, const char *fmt, ...); + +} // namespace rnexecutorch diff --git a/common/rnexecutorch/RnExecutorchInstaller.cpp b/common/rnexecutorch/RnExecutorchInstaller.cpp new file mode 100644 index 000000000..bdfdab231 --- /dev/null +++ b/common/rnexecutorch/RnExecutorchInstaller.cpp @@ -0,0 +1,29 @@ +#include "RnExecutorchInstaller.h" + +#include +#include +#include + +namespace rnexecutorch { + +// This function fetches data from a url address. It is implemented in +// Kotlin/ObjectiveC++ and then bound to this variable. It's done to not handle +// SSL intricacies manually, as it is done automagically in ObjC++/Kotlin. +FetchUrlFunc_t fetchUrlFunc; + +void RnExecutorchInstaller::injectJSIBindings( + jsi::Runtime *jsiRuntime, std::shared_ptr jsCallInvoker, + FetchUrlFunc_t fetchDataFromUrl) { + fetchUrlFunc = fetchDataFromUrl; + + jsiRuntime->global().setProperty( + *jsiRuntime, "loadStyleTransfer", + RnExecutorchInstaller::loadModel(jsiRuntime, jsCallInvoker, + "loadStyleTransfer")); + + jsiRuntime->global().setProperty( + *jsiRuntime, "loadImageSegmentation", + RnExecutorchInstaller::loadModel( + jsiRuntime, jsCallInvoker, "loadImageSegmentation")); +} +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/RnExecutorchInstaller.h b/common/rnexecutorch/RnExecutorchInstaller.h new file mode 100644 index 000000000..3acb45c9b --- /dev/null +++ b/common/rnexecutorch/RnExecutorchInstaller.h @@ -0,0 +1,77 @@ +#pragma once + +#include +#include +#include + +#include +#include + +#include +#include + +namespace rnexecutorch { + +using FetchUrlFunc_t = std::function(std::string)>; +extern FetchUrlFunc_t fetchUrlFunc; + +using namespace facebook; + +class RnExecutorchInstaller { +public: + static void + injectJSIBindings(jsi::Runtime *jsiRuntime, + std::shared_ptr jsCallInvoker, + FetchUrlFunc_t fetchDataFromUrl); + +private: + template + static jsi::Function + loadModel(jsi::Runtime *jsiRuntime, + std::shared_ptr jsCallInvoker, + const std::string &loadFunctionName) { + + return jsi::Function::createFromHostFunction( + *jsiRuntime, jsi::PropNameID::forAscii(*jsiRuntime, loadFunctionName), + 0, + [jsCallInvoker](jsi::Runtime &runtime, const jsi::Value &thisValue, + const jsi::Value *args, size_t count) -> jsi::Value { + if (count != 1) { + char errorMessage[100]; + std::snprintf( + errorMessage, sizeof(errorMessage), + "Argument count mismatch, was expecting: 1 but got: %zu", + count); + throw jsi::JSError(runtime, errorMessage); + } + try { + auto source = + jsiconversion::getValue(args[0], runtime); + + auto modelImplementationPtr = + std::make_shared(source, jsCallInvoker); + auto modelHostObject = std::make_shared>( + modelImplementationPtr, jsCallInvoker); + + return jsi::Object::createFromHostObject(runtime, modelHostObject); + } catch (const std::runtime_error &e) { + // This catch should be merged with the next one + // (std::runtime_error inherits from std::exception) HOWEVER react + // native has broken RTTI which breaks proper exception type + // checking. Remove when the following change is present in our + // version: + // https://github.com/facebook/react-native/commit/3132cc88dd46f95898a756456bebeeb6c248f20e + throw jsi::JSError(runtime, e.what()); + return jsi::Value(); + } catch (const std::exception &e) { + throw jsi::JSError(runtime, e.what()); + return jsi::Value(); + } catch (...) { + throw jsi::JSError(runtime, "Unknown error"); + return jsi::Value(); + } + }); + } +}; + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/data_processing/FileUtils.h b/common/rnexecutorch/data_processing/FileUtils.h new file mode 100644 index 000000000..98035b07b --- /dev/null +++ b/common/rnexecutorch/data_processing/FileUtils.h @@ -0,0 +1,14 @@ +#pragma once + +#include +#include + +namespace rnexecutorch::fileutils { + +inline std::string getTimeID() { + return std::to_string(std::chrono::duration_cast( + std::chrono::system_clock::now().time_since_epoch()) + .count()); +} + +} // namespace rnexecutorch::fileutils diff --git a/common/rnexecutorch/data_processing/ImageProcessing.cpp b/common/rnexecutorch/data_processing/ImageProcessing.cpp new file mode 100644 index 000000000..20461d169 --- /dev/null +++ b/common/rnexecutorch/data_processing/ImageProcessing.cpp @@ -0,0 +1,129 @@ +#include "ImageProcessing.h" + +#include +#include + +#include + +#include +#include +#include +#include + +namespace rnexecutorch { +// This is defined in RnExecutorchInstaller.cpp. This function fetches data +// from a url address. It is implemented in Kotlin/ObjectiveC++ and then bound +// to this variable. It's done to not handle SSL intricacies manually, as it is +// done automagically in ObjC++/Kotlin. +extern FetchUrlFunc_t fetchUrlFunc; +namespace imageprocessing { +std::vector colorMatToVector(const cv::Mat &mat) { + return colorMatToVector(mat, cv::Scalar(0.0, 0.0, 0.0), + cv::Scalar(1.0, 1.0, 1.0)); +} + +std::vector colorMatToVector(const cv::Mat &mat, cv::Scalar mean, + cv::Scalar variance) { + int pixelCount = mat.cols * mat.rows; + std::vector v(pixelCount * 3); + + for (int i = 0; i < pixelCount; i++) { + int row = i / mat.cols; + int col = i % mat.cols; + cv::Vec3b pixel = mat.at(row, col); + v[0 * pixelCount + i] = + (pixel[0] - mean[0] * 255.0) / (variance[0] * 255.0); + v[1 * pixelCount + i] = + (pixel[1] - mean[1] * 255.0) / (variance[1] * 255.0); + v[2 * pixelCount + i] = + (pixel[2] - mean[2] * 255.0) / (variance[2] * 255.0); + } + + return v; +} + +cv::Mat bufferToColorMat(const std::span &buffer, + cv::Size matSize) { + cv::Mat mat(matSize, CV_8UC3); + + int pixelCount = matSize.width * matSize.height; + for (int i = 0; i < pixelCount; i++) { + int row = i / matSize.width; + int col = i % matSize.width; + + float r = buffer[0 * pixelCount + i]; + float g = buffer[1 * pixelCount + i]; + float b = buffer[2 * pixelCount + i]; + + cv::Vec3b color(static_cast(b * 255), static_cast(g * 255), + static_cast(r * 255)); + mat.at(row, col) = color; + } + + return mat; +} + +std::string saveToTempFile(const cv::Mat &image) { + std::string filename = "rn_executorch_" + fileutils::getTimeID() + ".png"; + + std::filesystem::path tempDir = std::filesystem::temp_directory_path(); + std::filesystem::path filePath = tempDir / filename; + + if (!cv::imwrite(filePath.string(), image)) { + throw std::runtime_error("Failed to save the image: " + filePath.string()); + } + + return "file://" + filePath.string(); +} + +cv::Mat readImage(const std::string &imageURI) { + cv::Mat image; + + if (imageURI.starts_with("data")) { + // base64 + std::stringstream uriStream(imageURI); + std::string stringData; + std::size_t segmentIndex{0}; + while (std::getline(uriStream, stringData, ',')) { + ++segmentIndex; + } + if (segmentIndex != 1) { + throw std::runtime_error("Read image error: invalid base64 URI"); + } + auto data = base64_decode(stringData); + cv::Mat encodedData(1, data.size(), CV_8UC1, (void *)data.data()); + image = cv::imdecode(encodedData, cv::IMREAD_COLOR); + } else if (imageURI.starts_with("file")) { + // local file + auto url = ada::parse(imageURI); + image = cv::imread(std::string{url->get_pathname()}, cv::IMREAD_COLOR); + } else if (imageURI.starts_with("http")) { + // remote file + std::vector imageData = fetchUrlFunc(imageURI); + image = cv::imdecode( + cv::Mat(1, imageData.size(), CV_8UC1, (void *)imageData.data()), + cv::IMREAD_COLOR); + } else { + throw std::runtime_error("Read image error: unknown protocol"); + } + + if (image.empty()) { + throw std::runtime_error("Read image error: invalid argument"); + } + + return image; +} + +TensorPtr getTensorFromMatrix(const std::vector &sizes, + const cv::Mat &matrix) { + std::vector inputVector = colorMatToVector(matrix); + return executorch::extension::make_tensor_ptr(sizes, inputVector); +} + +cv::Mat getMatrixFromTensor(cv::Size size, const Tensor &tensor) { + auto resultData = static_cast(tensor.const_data_ptr()); + return bufferToColorMat(std::span(resultData, tensor.numel()), + size); +} +} // namespace imageprocessing +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/data_processing/ImageProcessing.h b/common/rnexecutorch/data_processing/ImageProcessing.h new file mode 100644 index 000000000..7e2a59e29 --- /dev/null +++ b/common/rnexecutorch/data_processing/ImageProcessing.h @@ -0,0 +1,29 @@ +#pragma once + +#include +#include +#include +#include +#include +#include + +namespace rnexecutorch::imageprocessing { +using executorch::aten::Tensor; +using executorch::extension::TensorPtr; + +/// @brief Convert a OpenCV matrix to channel-first vector representation +std::vector colorMatToVector(const cv::Mat &mat, cv::Scalar mean, + cv::Scalar variance); +/// @brief Convert a OpenCV matrix to channel-first vector representation +std::vector colorMatToVector(const cv::Mat &mat); +/// @brief Convert a channel-first representation of an RGB image to OpenCV +/// matrix +cv::Mat bufferToColorMat(const std::span &buffer, + cv::Size matSize); +std::string saveToTempFile(const cv::Mat &image); +cv::Mat readImage(const std::string &imageURI); +TensorPtr getTensorFromMatrix(const std::vector &sizes, + const cv::Mat &mat); +cv::Mat getMatrixFromTensor(cv::Size size, const Tensor &tensor); + +} // namespace rnexecutorch::imageprocessing \ No newline at end of file diff --git a/common/rnexecutorch/data_processing/Numerical.cpp b/common/rnexecutorch/data_processing/Numerical.cpp new file mode 100644 index 000000000..618683f00 --- /dev/null +++ b/common/rnexecutorch/data_processing/Numerical.cpp @@ -0,0 +1,19 @@ +#include "Numerical.h" + +#include +#include + +namespace rnexecutorch::numerical { +void softmax(std::vector &v) { + float max = *std::max_element(v.begin(), v.end()); + + float sum = 0.0f; + for (float &x : v) { + x = std::exp(x - max); + sum += x; + } + for (float &x : v) { + x /= sum; + } +} +} // namespace rnexecutorch::numerical \ No newline at end of file diff --git a/common/rnexecutorch/data_processing/Numerical.h b/common/rnexecutorch/data_processing/Numerical.h new file mode 100644 index 000000000..66d96b51e --- /dev/null +++ b/common/rnexecutorch/data_processing/Numerical.h @@ -0,0 +1,7 @@ +#pragma once + +#include + +namespace rnexecutorch::numerical { +void softmax(std::vector &v); +} // namespace rnexecutorch::numerical \ No newline at end of file diff --git a/common/rnexecutorch/data_processing/base64.cpp b/common/rnexecutorch/data_processing/base64.cpp new file mode 100644 index 000000000..a79bee9b8 --- /dev/null +++ b/common/rnexecutorch/data_processing/base64.cpp @@ -0,0 +1,110 @@ +#include "base64.h" +#include + +static const std::string base64_chars = "ABCDEFGHIJKLMNOPQRSTUVWXYZ" + "abcdefghijklmnopqrstuvwxyz" + "0123456789+/"; + +static inline bool is_base64(BYTE c) { + return (isalnum(c) || (c == '+') || (c == '/')); +} + +std::string base64_encode(BYTE const *buf, unsigned int bufLen) { + std::string ret; + int i = 0; + int j = 0; + BYTE char_array_3[3]; + BYTE char_array_4[4]; + + while (bufLen--) { + char_array_3[i++] = *(buf++); + if (i == 3) { + char_array_4[0] = (char_array_3[0] & 0xfc) >> 2; + char_array_4[1] = + ((char_array_3[0] & 0x03) << 4) + ((char_array_3[1] & 0xf0) >> 4); + char_array_4[2] = + ((char_array_3[1] & 0x0f) << 2) + ((char_array_3[2] & 0xc0) >> 6); + char_array_4[3] = char_array_3[2] & 0x3f; + + for (i = 0; (i < 4); i++) { + ret += base64_chars[char_array_4[i]]; + } + i = 0; + } + } + + if (i) { + for (j = i; j < 3; j++) { + char_array_3[j] = '\0'; + } + + char_array_4[0] = (char_array_3[0] & 0xfc) >> 2; + char_array_4[1] = + ((char_array_3[0] & 0x03) << 4) + ((char_array_3[1] & 0xf0) >> 4); + char_array_4[2] = + ((char_array_3[1] & 0x0f) << 2) + ((char_array_3[2] & 0xc0) >> 6); + char_array_4[3] = char_array_3[2] & 0x3f; + + for (j = 0; (j < i + 1); j++) { + ret += base64_chars[char_array_4[j]]; + } + + while ((i++ < 3)) { + ret += '='; + } + } + + return ret; +} + +std::vector base64_decode(std::string const &encoded_string) { + int in_len = encoded_string.size(); + int i = 0; + int j = 0; + int in_ = 0; + BYTE char_array_4[4], char_array_3[3]; + std::vector ret; + + while (in_len-- && (encoded_string[in_] != '=') && + is_base64(encoded_string[in_])) { + char_array_4[i++] = encoded_string[in_]; + in_++; + if (i == 4) { + for (i = 0; i < 4; i++) { + char_array_4[i] = base64_chars.find(char_array_4[i]); + } + + char_array_3[0] = + (char_array_4[0] << 2) + ((char_array_4[1] & 0x30) >> 4); + char_array_3[1] = + ((char_array_4[1] & 0xf) << 4) + ((char_array_4[2] & 0x3c) >> 2); + char_array_3[2] = ((char_array_4[2] & 0x3) << 6) + char_array_4[3]; + + for (i = 0; (i < 3); i++) { + ret.push_back(char_array_3[i]); + } + i = 0; + } + } + + if (i) { + for (j = i; j < 4; j++) { + char_array_4[j] = 0; + } + + for (j = 0; j < 4; j++) { + char_array_4[j] = base64_chars.find(char_array_4[j]); + } + + char_array_3[0] = (char_array_4[0] << 2) + ((char_array_4[1] & 0x30) >> 4); + char_array_3[1] = + ((char_array_4[1] & 0xf) << 4) + ((char_array_4[2] & 0x3c) >> 2); + char_array_3[2] = ((char_array_4[2] & 0x3) << 6) + char_array_4[3]; + + for (j = 0; (j < i - 1); j++) { + ret.push_back(char_array_3[j]); + } + } + + return ret; +} \ No newline at end of file diff --git a/common/rnexecutorch/data_processing/base64.h b/common/rnexecutorch/data_processing/base64.h new file mode 100644 index 000000000..5ebaaa84f --- /dev/null +++ b/common/rnexecutorch/data_processing/base64.h @@ -0,0 +1,46 @@ +/* + base64.cpp and base64.h + + base64 encoding and decoding with C++. + More information at + https://renenyffenegger.ch/notes/development/Base64/Encoding-and-decoding-base-64-with-cpp + + Version: 2.rc.09 (release candidate) + + Copyright (C) 2004-2017, 2020-2022 René Nyffenegger + + This source code is provided 'as-is', without any express or implied + warranty. In no event will the author be held liable for any damages + arising from the use of this software. + + Permission is granted to anyone to use this software for any purpose, + including commercial applications, and to alter it and redistribute it + freely, subject to the following restrictions: + + 1. The origin of this source code must not be misrepresented; you must not + claim that you wrote the original source code. If you use this source code + in a product, an acknowledgment in the product documentation would be + appreciated but is not required. + + 2. Altered source versions must be plainly marked as such, and must not be + misrepresented as being the original source code. + + 3. This notice may not be removed or altered from any source distribution. + + René Nyffenegger rene.nyffenegger@adp-gmbh.ch + +*/ + +// Modified version by LihO at https://stackoverflow.com/a/13935718/7470700 + +#ifndef _BASE64_H_ +#define _BASE64_H_ + +#include +#include +typedef unsigned char BYTE; + +std::string base64_encode(BYTE const *buf, unsigned int bufLen); +std::vector base64_decode(std::string const &); + +#endif \ No newline at end of file diff --git a/common/rnexecutorch/host_objects/JsiConversions.h b/common/rnexecutorch/host_objects/JsiConversions.h new file mode 100644 index 000000000..4cd1c43dc --- /dev/null +++ b/common/rnexecutorch/host_objects/JsiConversions.h @@ -0,0 +1,101 @@ +#pragma once + +#include +#include + +#include + +namespace rnexecutorch::jsiconversion { + +using namespace facebook; + +// Conversion from jsi to C++ types -------------------------------------------- + +template T getValue(const jsi::Value &val, jsi::Runtime &runtime); + +template <> +inline double getValue(const jsi::Value &val, jsi::Runtime &runtime) { + return val.asNumber(); +} + +template <> +inline bool getValue(const jsi::Value &val, jsi::Runtime &runtime) { + return val.asBool(); +} + +template <> +inline std::string getValue(const jsi::Value &val, + jsi::Runtime &runtime) { + return val.getString(runtime).utf8(runtime); +} + +template <> +inline std::vector +getValue>(const jsi::Value &val, + jsi::Runtime &runtime) { + jsi::Array array = val.asObject(runtime).asArray(runtime); + size_t length = array.size(runtime); + std::vector result; + result.reserve(length); + + for (size_t i = 0; i < length; ++i) { + jsi::Value element = array.getValueAtIndex(runtime, i); + result.push_back(getValue(element, runtime)); + } + return result; +} + +// C++ set from JS array. Set with heterogenerous look-up (adding std::less<> +// enables querying with std::string_view). +template <> +inline std::set> +getValue>>(const jsi::Value &val, + jsi::Runtime &runtime) { + + jsi::Array array = val.asObject(runtime).asArray(runtime); + size_t length = array.size(runtime); + std::set> result; + + for (size_t i = 0; i < length; ++i) { + jsi::Value element = array.getValueAtIndex(runtime, i); + result.insert(getValue(element, runtime)); + } + return result; +} + +// Conversion from C++ types to jsi -------------------------------------------- + +// Implementation functions might return any type, but in a promise we can only +// return jsi::Value or jsi::Object. For each type being returned +// we add a function here. + +inline jsi::Value getJsiValue(std::shared_ptr valuePtr, + jsi::Runtime &runtime) { + return std::move(*valuePtr); +} + +inline jsi::Value getJsiValue(const std::string &str, jsi::Runtime &runtime) { + return jsi::String::createFromAscii(runtime, str); +} + +template +constexpr std::size_t getArgumentCount(R (Model::*f)(Types...)) { + return sizeof...(Types); +} + +template +std::tuple fillTupleFromArgs(std::index_sequence, + const jsi::Value *args, + jsi::Runtime &runtime) { + return std::make_tuple(getValue(args[I], runtime)...); +} + +template +std::tuple createArgsTupleFromJsi(R (Model::*f)(Types...), + const jsi::Value *args, + jsi::Runtime &runtime) { + return fillTupleFromArgs(std::index_sequence_for{}, args, + runtime); +} + +} // namespace rnexecutorch::jsiconversion \ No newline at end of file diff --git a/common/rnexecutorch/host_objects/ModelHostObject.h b/common/rnexecutorch/host_objects/ModelHostObject.h new file mode 100644 index 000000000..a81aebcce --- /dev/null +++ b/common/rnexecutorch/host_objects/ModelHostObject.h @@ -0,0 +1,102 @@ +#pragma once + +#include +#include +#include +#include + +#include + +#include +#include +#include +#include + +namespace rnexecutorch { + +template class ModelHostObject : public JsiHostObject { +public: + explicit ModelHostObject(const std::shared_ptr &model, + std::shared_ptr callInvoker) + : model(model), callInvoker(callInvoker) { + addFunctions(JSI_EXPORT_FUNCTION(ModelHostObject, + promiseHostFunction<&Model::forward>, + "forward")); + } + + // A generic host function that resolves a promise with a result of a + // function. JSI arguments are converted to the types provided in the function + // signature, and the return value is converted back to JSI before resolving. + template JSI_HOST_FUNCTION(promiseHostFunction) { + auto promise = Promise::createPromise( + runtime, callInvoker, + [this, count, args, &runtime](std::shared_ptr promise) { + constexpr std::size_t functionArgCount = + jsiconversion::getArgumentCount(FnPtr); + if (functionArgCount != count) { + char errorMessage[100]; + std::snprintf( + errorMessage, sizeof(errorMessage), + "Argument count mismatch, was expecting: %zu but got: %zu", + functionArgCount, count); + promise->reject(errorMessage); + return; + } + + try { + auto argsConverted = + jsiconversion::createArgsTupleFromJsi(FnPtr, args, runtime); + + // We need to dispatch a thread if we want the function to be + // asynchronous. In this thread all accesses to jsi::Runtime need to + // be done via the callInvoker. + std::thread([this, promise, + argsConverted = std::move(argsConverted)]() { + try { + auto result = + std::apply(std::bind_front(FnPtr, model), argsConverted); + // The result is copied. It should either be quickly copiable, + // or passed with a shared_ptr. + callInvoker->invokeAsync([promise, + result](jsi::Runtime &runtime) { + promise->resolve( + jsiconversion::getJsiValue(std::move(result), runtime)); + }); + } catch (const std::runtime_error &e) { + // This catch should be merged with the next two + // (std::runtime_error and jsi::JSError inherits from + // std::exception) HOWEVER react native has broken RTTI which + // breaks proper exception type checking. Remove when the + // following change is present in our version: + // https://github.com/facebook/react-native/commit/3132cc88dd46f95898a756456bebeeb6c248f20e + callInvoker->invokeAsync( + [&e, promise]() { promise->reject(e.what()); }); + return; + } catch (const jsi::JSError &e) { + callInvoker->invokeAsync( + [&e, promise]() { promise->reject(e.what()); }); + return; + } catch (const std::exception &e) { + callInvoker->invokeAsync( + [&e, promise]() { promise->reject(e.what()); }); + return; + } catch (...) { + callInvoker->invokeAsync( + [promise]() { promise->reject("Unknown error"); }); + return; + } + }).detach(); + } catch (...) { + promise->reject("Couldn't parse JS arguments in a native function"); + } + }); + + return promise; + } + +private: + std::shared_ptr model; + std::shared_ptr callInvoker; +}; + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/jsi/JsiHostObject.cpp b/common/rnexecutorch/jsi/JsiHostObject.cpp new file mode 100644 index 000000000..d07434325 --- /dev/null +++ b/common/rnexecutorch/jsi/JsiHostObject.cpp @@ -0,0 +1,108 @@ +#include "JsiHostObject.h" + +// set this value to 1 in order to debug the construction/destruction +#define JSI_DEBUG_ALLOCATIONS 1 + +namespace rnexecutorch { + +#if JSI_DEBUG_ALLOCATIONS +int objCounter = 0; +std::vector objects; +#endif + +JsiHostObject::JsiHostObject() { + getters_ = std::make_unique>(); + functions_ = std::make_unique< + std::unordered_map>(); + setters_ = std::make_unique>(); + +#if JSI_DEBUG_ALLOCATIONS + objects.push_back(this); + objCounter++; +#endif +} + +JsiHostObject::~JsiHostObject() { +#if JSI_DEBUG_ALLOCATIONS + for (size_t i = 0; i < objects.size(); ++i) { + if (objects.at(i) == this) { + objects.erase(objects.begin() + i); + break; + } + } + objCounter--; +#endif +} + +std::vector JsiHostObject::getPropertyNames(jsi::Runtime &rt) { + std::vector propertyNames; + propertyNames.reserve(getters_->size() + functions_->size() + + setters_->size()); + + for (const auto &it : *getters_) { + propertyNames.push_back(jsi::PropNameID::forUtf8(rt, it.first)); + } + + for (const auto &it : *functions_) { + propertyNames.push_back(jsi::PropNameID::forAscii(rt, it.first)); + } + + for (const auto &it : *setters_) { + propertyNames.push_back(jsi::PropNameID::forAscii(rt, it.first)); + } + + return propertyNames; +} + +jsi::Value JsiHostObject::get(jsi::Runtime &runtime, + const jsi::PropNameID &name) { + auto nameAsString = name.utf8(runtime); + auto &hostFunctionCache = hostFunctionCache_.get(runtime); + + auto cachedFunction = hostFunctionCache.find(nameAsString); + if (cachedFunction != hostFunctionCache.end()) { + return cachedFunction->second.asFunction(runtime); + } + + auto getter = getters_->find(nameAsString); + if (getter != getters_->end()) { + auto dispatcher = std::bind(getter->second, this, std::placeholders::_1); + + return dispatcher(runtime); + } + + auto function = functions_->find(nameAsString); + if (function == functions_->end()) { + return jsi::Value::undefined(); + } + + auto dispatcher = + std::bind(function->second, reinterpret_cast(this), + std::placeholders::_1, std::placeholders::_2, + std::placeholders::_3, std::placeholders::_4); + + return hostFunctionCache + .emplace(nameAsString, jsi::Function::createFromHostFunction( + runtime, name, 0, dispatcher)) + .first->second.asFunction(runtime); +} + +void JsiHostObject::set(jsi::Runtime &runtime, const jsi::PropNameID &name, + const jsi::Value &value) { + auto nameAsString = name.utf8(runtime); + + auto setter = setters_->find(nameAsString); + + if (setter != setters_->end()) { + auto dispatcher = std::bind(setter->second, this, std::placeholders::_1, + std::placeholders::_2); + + return dispatcher(runtime, value); + } +} +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/jsi/JsiHostObject.h b/common/rnexecutorch/jsi/JsiHostObject.h new file mode 100644 index 000000000..8b78f3f88 --- /dev/null +++ b/common/rnexecutorch/jsi/JsiHostObject.h @@ -0,0 +1,87 @@ +#pragma once +// Adapted from https://github.com/software-mansion/react-native-audio-api + +#include + +#include +#include +#include +#include +#include +#include +#include + +#define JSI_HOST_FUNCTION(NAME) \ + jsi::Value NAME(jsi::Runtime &runtime, const jsi::Value &thisValue, \ + const jsi::Value *args, size_t count) + +#define JSI_EXPORT_FUNCTION(CLASS, FUNCTION, NAME) \ + std::make_pair( \ + NAME, \ + static_cast( \ + &CLASS::FUNCTION)) + +#define JSI_PROPERTY_GETTER(name) jsi::Value name(jsi::Runtime &runtime) + +#define JSI_EXPORT_PROPERTY_GETTER(CLASS, FUNCTION) \ + std::make_pair(std::string(#FUNCTION), \ + static_cast( \ + &CLASS::FUNCTION)) + +#define JSI_PROPERTY_SETTER(name) \ + void name(jsi::Runtime &runtime, const jsi::Value &value) + +#define JSI_EXPORT_PROPERTY_SETTER(CLASS, FUNCTION) \ + std::make_pair(std::string(#FUNCTION), \ + static_cast(&CLASS::FUNCTION)) + +namespace rnexecutorch { + +using namespace facebook; + +class JsiHostObject : public jsi::HostObject { +public: + JsiHostObject(); + ~JsiHostObject() override; + + std::vector getPropertyNames(jsi::Runtime &rt) override; + + jsi::Value get(jsi::Runtime &runtime, const jsi::PropNameID &name) override; + + void set(jsi::Runtime &runtime, const jsi::PropNameID &name, + const jsi::Value &value) override; + + template void addGetters(Args... args) { + (getters_->insert(args), ...); + } + + template void addSetters(Args... args) { + (setters_->insert(args), ...); + } + + template void addFunctions(Args... args) { + (functions_->insert(args), ...); + } + +protected: + std::unique_ptr> + getters_; + + std::unique_ptr< + std::unordered_map> + functions_; + + std::unique_ptr> + setters_; + +private: + RuntimeAwareCache> hostFunctionCache_; +}; + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/jsi/OwningArrayBuffer.h b/common/rnexecutorch/jsi/OwningArrayBuffer.h new file mode 100644 index 000000000..51e9b63e4 --- /dev/null +++ b/common/rnexecutorch/jsi/OwningArrayBuffer.h @@ -0,0 +1,29 @@ +#pragma once + +#include + +namespace rnexecutorch { + +using namespace facebook; + +class OwningArrayBuffer : public jsi::MutableBuffer { +public: + OwningArrayBuffer(const size_t size) : size_(size) { + data_ = new uint8_t[size]; + } + ~OwningArrayBuffer() override { delete[] data_; } + + OwningArrayBuffer(const OwningArrayBuffer &) = delete; + OwningArrayBuffer(OwningArrayBuffer &&) = delete; + OwningArrayBuffer &operator=(const OwningArrayBuffer &) = delete; + OwningArrayBuffer &operator=(OwningArrayBuffer &&) = delete; + + [[nodiscard]] size_t size() const override { return size_; } + uint8_t *data() override { return data_; } + +private: + uint8_t *data_; + const size_t size_; +}; + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/jsi/Promise.cpp b/common/rnexecutorch/jsi/Promise.cpp new file mode 100644 index 000000000..f08f26654 --- /dev/null +++ b/common/rnexecutorch/jsi/Promise.cpp @@ -0,0 +1,20 @@ +#include "Promise.h" + +namespace rnexecutorch { + +Promise::Promise(jsi::Runtime &runtime, + std::shared_ptr callInvoker, + jsi::Value resolver, jsi::Value rejecter) + : runtime(runtime), callInvoker(callInvoker), + _resolver(std::move(resolver)), _rejecter(std::move(rejecter)) {} + +void Promise::resolve(jsi::Value &&result) { + _resolver.asObject(runtime).asFunction(runtime).call(runtime, result); +} + +void Promise::reject(std::string message) { + jsi::JSError error(runtime, message); + _rejecter.asObject(runtime).asFunction(runtime).call(runtime, error.value()); +} + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/jsi/Promise.h b/common/rnexecutorch/jsi/Promise.h new file mode 100644 index 000000000..4dba08891 --- /dev/null +++ b/common/rnexecutorch/jsi/Promise.h @@ -0,0 +1,69 @@ +#pragma once + +#include +#include + +#include +#include + +namespace rnexecutorch { + +using namespace facebook; + +class Promise; + +template +concept PromiseRunFn = + std::invocable> && + std::same_as>, void>; + +class Promise { +public: + Promise(jsi::Runtime &runtime, + std::shared_ptr callInvoker, jsi::Value resolver, + jsi::Value rejecter); + + Promise(const Promise &) = delete; + Promise &operator=(const Promise &) = delete; + + void resolve(jsi::Value &&result); + void reject(std::string error); + + /** + Creates a new promise and runs the supplied "run" function that takes this + promise. We use a template for the function type to not use std::function + and be able to bind a lambda. + */ + template + static jsi::Value + createPromise(jsi::Runtime &runtime, + std::shared_ptr callInvoker, Fn &&run) { + // Get Promise ctor from global + auto promiseCtor = + runtime.global().getPropertyAsFunction(runtime, "Promise"); + + auto promiseCallback = jsi::Function::createFromHostFunction( + runtime, jsi::PropNameID::forUtf8(runtime, "PromiseCallback"), 2, + [run = std::move(run), + callInvoker](jsi::Runtime &runtime, const jsi::Value &thisValue, + const jsi::Value *arguments, size_t count) -> jsi::Value { + // Call function + auto promise = std::make_shared( + runtime, callInvoker, arguments[0].asObject(runtime), + arguments[1].asObject(runtime)); + run(promise); + + return jsi::Value::undefined(); + }); + + return promiseCtor.callAsConstructor(runtime, promiseCallback); + } + +private: + jsi::Runtime &runtime; + std::shared_ptr callInvoker; + jsi::Value _resolver; + jsi::Value _rejecter; +}; + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/jsi/RuntimeAwareCache.h b/common/rnexecutorch/jsi/RuntimeAwareCache.h new file mode 100644 index 000000000..dc7c8d0ff --- /dev/null +++ b/common/rnexecutorch/jsi/RuntimeAwareCache.h @@ -0,0 +1,58 @@ +#pragma once +// Adapted from https://github.com/software-mansion/react-native-audio-api + +// Header in jsi/ need to be added like this. See comment in JsiHostObject.h. +#include + +#include +#include +#include +#include + +namespace rnexecutorch { + +using namespace facebook; + +/** + * Provides a way to keep data specific to a jsi::Runtime instance that gets + * cleaned up when that runtime is destroyed. This is necessary because JSI does + * not allow for its associated objects to be retained past the runtime + * lifetime. If an object (e.g. jsi::Values or jsi::Function instances) is kept + * after the runtime is torn down, its destructor (once it is destroyed + * eventually) will result in a crash (JSI objects keep a pointer to memory + * managed by the runtime, accessing that portion of the memory after runtime is + * deleted is the root cause of that crash). + */ +template +class RuntimeAwareCache : public RuntimeLifecycleListener { +public: + void onRuntimeDestroyed(jsi::Runtime *rt) override { + // A runtime has been destroyed, so destroy the related cache. + runtimeCaches_.erase(rt); + } + + ~RuntimeAwareCache() override { + for (auto &cache : runtimeCaches_) { + // remove all `onRuntimeDestroyed` listeners. + RuntimeLifecycleMonitor::removeListener(*cache.first, this); + } + } + + T &get(jsi::Runtime &rt) { + if (runtimeCaches_.count(&rt) == 0) { + // This is the first time this Runtime has been accessed. + // We set up a `onRuntimeDestroyed` listener for it and + // initialize the cache map. + RuntimeLifecycleMonitor::addListener(rt, this); + + T cache; + runtimeCaches_.emplace(&rt, std::move(cache)); + } + return runtimeCaches_.at(&rt); + } + +private: + std::unordered_map runtimeCaches_; +}; + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/jsi/RuntimeLifecycleMonitor.cpp b/common/rnexecutorch/jsi/RuntimeLifecycleMonitor.cpp new file mode 100644 index 000000000..a0d5465ca --- /dev/null +++ b/common/rnexecutorch/jsi/RuntimeLifecycleMonitor.cpp @@ -0,0 +1,53 @@ +#include "RuntimeLifecycleMonitor.h" + +namespace rnexecutorch { + +static std::unordered_map> + listeners; + +struct RuntimeLifecycleMonitorObject : public jsi::HostObject { + jsi::Runtime *rt_; + explicit RuntimeLifecycleMonitorObject(jsi::Runtime *rt) : rt_(rt) {} + ~RuntimeLifecycleMonitorObject() override { + auto listenersSet = listeners.find(rt_); + if (listenersSet != listeners.end()) { + for (auto listener : listenersSet->second) { + listener->onRuntimeDestroyed(rt_); + } + listeners.erase(listenersSet); + } + } +}; + +void RuntimeLifecycleMonitor::addListener(jsi::Runtime &rt, + RuntimeLifecycleListener *listener) { + auto listenersSet = listeners.find(&rt); + if (listenersSet == listeners.end()) { + // We install a global host object in the provided runtime, this way we can + // use that host object destructor to get notified when the runtime is being + // terminated. We use a unique name for the object as it gets saved with the + // runtime's global object. + rt.global().setProperty( + rt, "__rnaudioapi_runtime_lifecycle_monitor", + jsi::Object::createFromHostObject( + rt, std::make_shared(&rt))); + std::unordered_set newSet; + newSet.insert(listener); + listeners.emplace(&rt, std::move(newSet)); + } else { + listenersSet->second.insert(listener); + } +} + +void RuntimeLifecycleMonitor::removeListener( + jsi::Runtime &rt, RuntimeLifecycleListener *listener) { + auto listenersSet = listeners.find(&rt); + if (listenersSet == listeners.end()) { + // nothing to do here + } else { + listenersSet->second.erase(listener); + } +} + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/jsi/RuntimeLifecycleMonitor.h b/common/rnexecutorch/jsi/RuntimeLifecycleMonitor.h new file mode 100644 index 000000000..7d0e88bbb --- /dev/null +++ b/common/rnexecutorch/jsi/RuntimeLifecycleMonitor.h @@ -0,0 +1,35 @@ +#pragma once +// Adapted from https://github.com/software-mansion/react-native-audio-api + +#include +#include +#include +#include +#include + +namespace rnexecutorch { + +using namespace facebook; + +/** + * Listener interface that allows for getting notified when a jsi::Runtime + * instance is destroyed. + */ +struct RuntimeLifecycleListener { + virtual ~RuntimeLifecycleListener() = default; + virtual void onRuntimeDestroyed(jsi::Runtime *) = 0; +}; + +/** + * This class provides an API via static methods for registering and + * unregistering runtime lifecycle listeners. The listeners can be used to + * cleanup any data that references a given jsi::Runtime instance before it gets + * destroyed. + */ +struct RuntimeLifecycleMonitor { + static void addListener(jsi::Runtime &rt, RuntimeLifecycleListener *listener); + static void removeListener(jsi::Runtime &rt, + RuntimeLifecycleListener *listener); +}; + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/models/BaseModel.cpp b/common/rnexecutorch/models/BaseModel.cpp new file mode 100644 index 000000000..bb9073640 --- /dev/null +++ b/common/rnexecutorch/models/BaseModel.cpp @@ -0,0 +1,43 @@ +#include "BaseModel.h" + +#include + +namespace rnexecutorch { + +using namespace facebook; +using ::executorch::extension::Module; +using ::executorch::runtime::Error; + +BaseModel::BaseModel(const std::string &modelSource, + std::shared_ptr callInvoker) + : module(std::make_unique( + modelSource, Module::LoadMode::MmapUseMlockIgnoreErrors)), + callInvoker(callInvoker) { + Error loadError = module->load(); + if (loadError != Error::Ok) { + throw std::runtime_error("Couldn't load the model, error: " + + std::to_string(static_cast(loadError))); + } +} + +std::vector> BaseModel::getInputShape() { + auto method_meta = module->method_meta("forward"); + + if (!method_meta.ok()) { + throw std::runtime_error("Failed to load forward"); + } + std::vector> output; + std::size_t numInputs = method_meta->num_inputs(); + output.reserve(numInputs); + for (std::size_t input = 0; input < numInputs; ++input) { + auto input_meta = method_meta->input_tensor_meta(input); + if (!input_meta.ok()) { + throw std::runtime_error("Failed to load forward input"); + } + auto shape = input_meta->sizes(); + output.emplace_back(std::vector(shape.begin(), shape.end())); + } + return output; +} + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/models/BaseModel.h b/common/rnexecutorch/models/BaseModel.h new file mode 100644 index 000000000..492ae8c04 --- /dev/null +++ b/common/rnexecutorch/models/BaseModel.h @@ -0,0 +1,26 @@ +#pragma once + +#include + +#include +#include +#include + +namespace rnexecutorch { +using namespace facebook; + +class BaseModel { +public: + BaseModel(const std::string &modelSource, + std::shared_ptr callInvoker); + std::vector> getInputShape(); + +protected: + std::unique_ptr module; + // If possible, models should not use the JS runtime to keep JSI internals + // away from logic, however, sometimes this would incur too big of a penalty + // (unnecessary copies instead of working on JS memory). In this case + // CallInvoker can be used to get jsi::Runtime, and use it in a safe manner. + std::shared_ptr callInvoker; +}; +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/models/image_segmentation/Constants.h b/common/rnexecutorch/models/image_segmentation/Constants.h new file mode 100644 index 000000000..a6d69e1c2 --- /dev/null +++ b/common/rnexecutorch/models/image_segmentation/Constants.h @@ -0,0 +1,13 @@ +#pragma once + +#include +#include + +namespace rnexecutorch { +inline constexpr std::array deeplabv3_resnet50_labels = { + "BACKGROUND", "AEROPLANE", "BICYCLE", "BIRD", "BOAT", + "BOTTLE", "BUS", "CAR", "CAT", "CHAIR", + "COW", "DININGTABLE", "DOG", "HORSE", "MOTORBIKE", + "PERSON", "POTTEDPLANT", "SHEEP", "SOFA", "TRAIN", + "TVMONITOR"}; +} \ No newline at end of file diff --git a/common/rnexecutorch/models/image_segmentation/ImageSegmentation.cpp b/common/rnexecutorch/models/image_segmentation/ImageSegmentation.cpp new file mode 100644 index 000000000..f2f595745 --- /dev/null +++ b/common/rnexecutorch/models/image_segmentation/ImageSegmentation.cpp @@ -0,0 +1,186 @@ +#include "ImageSegmentation.h" + +#include + +#include + +#include +#include +#include +#include + +namespace rnexecutorch { + +ImageSegmentation::ImageSegmentation( + const std::string &modelSource, + std::shared_ptr callInvoker) + : BaseModel(modelSource, callInvoker) { + auto inputTensors = getInputShape(); + if (inputTensors.size() == 0) { + throw std::runtime_error("Model seems to not take any input tensors."); + } + std::vector modelInputShape = inputTensors[0]; + if (modelInputShape.size() < 2) { + char errorMessage[100]; + std::snprintf(errorMessage, sizeof(errorMessage), + "Unexpected model input size, expected at least 2 dimentions " + "but got: %zu.", + modelInputShape.size()); + throw std::runtime_error(errorMessage); + } + modelImageSize = cv::Size(modelInputShape[modelInputShape.size() - 1], + modelInputShape[modelInputShape.size() - 2]); + numModelPixels = modelImageSize.area(); +} + +std::shared_ptr +ImageSegmentation::forward(std::string imageSource, + std::set> classesOfInterest, + bool resize) { + auto [inputTensor, originalSize] = preprocess(imageSource); + + auto forwardResult = module->forward(inputTensor); + if (!forwardResult.ok()) { + throw std::runtime_error( + "Failed to forward, error: " + + std::to_string(static_cast(forwardResult.error()))); + } + + return postprocess(forwardResult->at(0).toTensor(), originalSize, + classesOfInterest, resize); +} + +std::pair +ImageSegmentation::preprocess(const std::string &imageSource) { + cv::Mat input = imageprocessing::readImage(imageSource); + cv::Size inputSize = input.size(); + + cv::resize(input, input, modelImageSize); + + std::vector inputVector = imageprocessing::colorMatToVector(input); + return { + executorch::extension::make_tensor_ptr(getInputShape()[0], inputVector), + inputSize}; +} + +std::shared_ptr ImageSegmentation::postprocess( + const Tensor &tensor, cv::Size originalSize, + std::set> classesOfInterest, bool resize) { + + auto dataPtr = static_cast(tensor.const_data_ptr()); + auto resultData = std::span(dataPtr, tensor.numel()); + + // We copy the ET-owned data to jsi array buffers that can be directly + // returned to JS + std::vector> resultClasses; + resultClasses.reserve(numClasses); + for (std::size_t cl = 0; cl < numClasses; ++cl) { + auto classBuffer = + std::make_shared(numModelPixels * sizeof(float)); + resultClasses.push_back(classBuffer); + std::memcpy(classBuffer->data(), &resultData[cl * numModelPixels], + numModelPixels * sizeof(float)); + } + + // Apply softmax per each pixel across all classes + for (std::size_t pixel = 0; pixel < numModelPixels; ++pixel) { + std::vector classValues(numClasses); + for (std::size_t cl = 0; cl < numClasses; ++cl) { + classValues[cl] = + reinterpret_cast(resultClasses[cl]->data())[pixel]; + } + numerical::softmax(classValues); + for (std::size_t cl = 0; cl < numClasses; ++cl) { + reinterpret_cast(resultClasses[cl]->data())[pixel] = + classValues[cl]; + } + } + + // Calculate the maximum class for each pixel + auto argmax = + std::make_shared(numModelPixels * sizeof(int32_t)); + for (std::size_t pixel = 0; pixel < numModelPixels; ++pixel) { + float max = reinterpret_cast(resultClasses[0]->data())[pixel]; + int maxInd = 0; + for (int cl = 1; cl < numClasses; ++cl) { + if (reinterpret_cast(resultClasses[cl]->data())[pixel] > max) { + maxInd = cl; + max = reinterpret_cast(resultClasses[cl]->data())[pixel]; + } + } + reinterpret_cast(argmax->data())[pixel] = maxInd; + } + + auto buffersToReturn = std::make_shared>>(); + for (std::size_t cl = 0; cl < numClasses; ++cl) { + if (classesOfInterest.contains(deeplabv3_resnet50_labels[cl])) { + (*buffersToReturn)[deeplabv3_resnet50_labels[cl]] = resultClasses[cl]; + } + } + + // Resize selected classes and argmax + if (resize) { + cv::Mat argmaxMat(modelImageSize, CV_32SC1, argmax->data()); + cv::resize(argmaxMat, argmaxMat, originalSize, 0, 0, + cv::InterpolationFlags::INTER_NEAREST); + argmax = std::make_shared(originalSize.area() * + sizeof(int32_t)); + std::memcpy(argmax->data(), argmaxMat.data, + originalSize.area() * sizeof(int32_t)); + + for (auto &[label, arrayBuffer] : *buffersToReturn) { + cv::Mat classMat(modelImageSize, CV_32FC1, arrayBuffer->data()); + cv::resize(classMat, classMat, originalSize); + arrayBuffer = std::make_shared(originalSize.area() * + sizeof(float)); + std::memcpy(arrayBuffer->data(), classMat.data, + originalSize.area() * sizeof(float)); + } + } + return populateDictionary(argmax, buffersToReturn); +} + +std::shared_ptr ImageSegmentation::populateDictionary( + std::shared_ptr argmax, + std::shared_ptr>> + classesToOutput) { + // Synchronize the invoked thread to return when the dict is constructed + auto promisePtr = std::make_shared>(); + std::future doneFuture = promisePtr->get_future(); + + std::shared_ptr dictPtr = nullptr; + callInvoker->invokeAsync( + [argmax, classesToOutput, &dictPtr, promisePtr](jsi::Runtime &runtime) { + dictPtr = std::make_shared(runtime); + auto argmaxArrayBuffer = jsi::ArrayBuffer(runtime, argmax); + + auto int32ArrayCtor = + runtime.global().getPropertyAsFunction(runtime, "Int32Array"); + auto int32Array = + int32ArrayCtor.callAsConstructor(runtime, argmaxArrayBuffer) + .getObject(runtime); + dictPtr->setProperty(runtime, "ARGMAX", int32Array); + + for (auto &[classLabel, owningBuffer] : *classesToOutput) { + auto classArrayBuffer = jsi::ArrayBuffer(runtime, owningBuffer); + + auto float32ArrayCtor = + runtime.global().getPropertyAsFunction(runtime, "Float32Array"); + auto float32Array = + float32ArrayCtor.callAsConstructor(runtime, classArrayBuffer) + .getObject(runtime); + + dictPtr->setProperty( + runtime, jsi::String::createFromAscii(runtime, classLabel.data()), + float32Array); + } + promisePtr->set_value(); + }); + + doneFuture.wait(); + return dictPtr; +} + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/models/image_segmentation/ImageSegmentation.h b/common/rnexecutorch/models/image_segmentation/ImageSegmentation.h new file mode 100644 index 000000000..ce919a753 --- /dev/null +++ b/common/rnexecutorch/models/image_segmentation/ImageSegmentation.h @@ -0,0 +1,44 @@ +#pragma once + +#include +#include + +#include +#include +#include + +#include +#include +#include + +namespace rnexecutorch { +using namespace facebook; + +using executorch::aten::Tensor; +using executorch::extension::TensorPtr; + +class ImageSegmentation : public BaseModel { +public: + ImageSegmentation(const std::string &modelSource, + std::shared_ptr callInvoker); + std::shared_ptr + forward(std::string imageSource, + std::set> classesOfInterest, bool resize); + +private: + std::pair preprocess(const std::string &imageSource); + std::shared_ptr + postprocess(const Tensor &tensor, cv::Size originalSize, + std::set> classesOfInterest, + bool resize); + std::shared_ptr populateDictionary( + std::shared_ptr argmax, + std::shared_ptr>> + classesToOutput); + + static constexpr std::size_t numClasses{deeplabv3_resnet50_labels.size()}; + cv::Size modelImageSize; + std::size_t numModelPixels; +}; +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/models/style_transfer/StyleTransfer.cpp b/common/rnexecutorch/models/style_transfer/StyleTransfer.cpp new file mode 100644 index 000000000..7c5234aa8 --- /dev/null +++ b/common/rnexecutorch/models/style_transfer/StyleTransfer.cpp @@ -0,0 +1,68 @@ +#include "StyleTransfer.h" + +#include +#include + +#include + +#include +#include + +namespace rnexecutorch { +using namespace facebook; +using executorch::extension::Module; +using executorch::extension::TensorPtr; +using executorch::runtime::Error; + +StyleTransfer::StyleTransfer(const std::string &modelSource, + std::shared_ptr callInvoker) + : BaseModel(modelSource, callInvoker) { + auto inputTensors = getInputShape(); + if (inputTensors.size() == 0) { + throw std::runtime_error("Model seems to not take any input tensors."); + } + std::vector modelInputShape = inputTensors[0]; + if (modelInputShape.size() < 2) { + char errorMessage[100]; + std::snprintf(errorMessage, sizeof(errorMessage), + "Unexpected model input size, expected at least 2 dimentions " + "but got: %zu.", + modelInputShape.size()); + throw std::runtime_error(errorMessage); + } + modelImageSize = cv::Size(modelInputShape[modelInputShape.size() - 1], + modelInputShape[modelInputShape.size() - 2]); +} + +std::pair +StyleTransfer::preprocess(const std::string &imageSource) { + cv::Mat image = imageprocessing::readImage(imageSource); + auto originalSize = image.size(); + cv::resize(image, image, modelImageSize); + + return {imageprocessing::getTensorFromMatrix(getInputShape()[0], image), + originalSize}; +} + +std::string StyleTransfer::postprocess(const Tensor &tensor, + cv::Size originalSize) { + cv::Mat mat = imageprocessing::getMatrixFromTensor(modelImageSize, tensor); + cv::resize(mat, mat, originalSize); + + return imageprocessing::saveToTempFile(mat); +} + +std::string StyleTransfer::forward(std::string imageSource) { + auto [tensor, originalSize] = preprocess(imageSource); + + auto forwardResult = module->forward(tensor); + if (!forwardResult.ok()) { + throw std::runtime_error( + "Failed to forward, error: " + + std::to_string(static_cast(forwardResult.error()))); + } + + return postprocess(forwardResult->at(0).toTensor(), originalSize); +} + +} // namespace rnexecutorch \ No newline at end of file diff --git a/common/rnexecutorch/models/style_transfer/StyleTransfer.h b/common/rnexecutorch/models/style_transfer/StyleTransfer.h new file mode 100644 index 000000000..809cac804 --- /dev/null +++ b/common/rnexecutorch/models/style_transfer/StyleTransfer.h @@ -0,0 +1,30 @@ +#pragma once + +#include +#include + +#include +#include +#include +#include + +#include + +namespace rnexecutorch { +using namespace facebook; +using executorch::aten::Tensor; +using executorch::extension::TensorPtr; + +class StyleTransfer : public BaseModel { +public: + StyleTransfer(const std::string &modelSource, + std::shared_ptr callInvoker); + std::string forward(std::string imageSource); + +private: + std::pair preprocess(const std::string &imageSource); + std::string postprocess(const Tensor &tensor, cv::Size originalSize); + + cv::Size modelImageSize{0, 0}; +}; +} // namespace rnexecutorch diff --git a/docs/docs/benchmarks/_category_.json b/docs/docs/benchmarks/_category_.json index e79033469..001b34959 100644 --- a/docs/docs/benchmarks/_category_.json +++ b/docs/docs/benchmarks/_category_.json @@ -1,6 +1,6 @@ { "label": "Benchmarks", - "position": 8, + "position": 7, "link": { "type": "generated-index" } diff --git a/docs/docs/benchmarks/inference-time.md b/docs/docs/benchmarks/inference-time.md index 25bc5145d..fbae48dd2 100644 --- a/docs/docs/benchmarks/inference-time.md +++ b/docs/docs/benchmarks/inference-time.md @@ -30,23 +30,23 @@ Times presented in the tables are measured as consecutive runs of the model. Ini ## OCR -| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] | -| ----------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: | -| CRAFT_800 | 2099 | 2227 | ❌ | 2245 | 7108 | -| CRNN_EN_512 | 70 | 252 | ❌ | 54 | 151 | -| CRNN_EN_256 | 39 | 123 | ❌ | 24 | 78 | -| CRNN_EN_128 | 17 | 83 | ❌ | 14 | 39 | +| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] | +| --------------------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: | +| Detector (CRAFT_800) | 2099 | 2227 | ❌ | 2245 | 7108 | +| Recognizer (CRNN_512) | 70 | 252 | ❌ | 54 | 151 | +| Recognizer (CRNN_256) | 39 | 123 | ❌ | 24 | 78 | +| Recognizer (CRNN_128) | 17 | 83 | ❌ | 14 | 39 | ❌ - Insufficient RAM. ## Vertical OCR -| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] | -| ----------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: | -| CRAFT_1280 | 5457 | 5833 | ❌ | 6296 | 14053 | -| CRAFT_320 | 1351 | 1460 | ❌ | 1485 | 3101 | -| CRNN_EN_512 | 39 | 123 | ❌ | 24 | 78 | -| CRNN_EN_64 | 10 | 33 | ❌ | 7 | 18 | +| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] | +| --------------------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: | +| Detector (CRAFT_1280) | 5457 | 5833 | ❌ | 6296 | 14053 | +| Detector (CRAFT_320) | 1351 | 1460 | ❌ | 1485 | 3101 | +| Recognizer (CRNN_512) | 39 | 123 | ❌ | 24 | 78 | +| Recognizer (CRNN_64) | 10 | 33 | ❌ | 7 | 18 | ❌ - Insufficient RAM. @@ -99,3 +99,9 @@ Average time for decoding one token in sequence of 100 tokens, with encoding con | Moonshine-tiny (10s) | 54.24 | 51.74 | 55.07 | 46.31 | 32.41 | | Moonshine-tiny (30s) | 76.38 | 76.19 | 87.37 | 65.61 | 45.04 | | Whisper-tiny (30s) | 128.03 | 113.65 | 141.63 | 89.08 | 84.49 | + +## Text Embeddings + +| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) | OnePlus 12 (XNNPACK) [ms] | +| ---------------- | :--------------------------: | :------------------------------: | :------------------------: | :--------------------------: | :-----------------------: | +| ALL_MINILM_L6_V2 | 105 | 126 | 151 | 165 | 152 | diff --git a/docs/docs/benchmarks/memory-usage.md b/docs/docs/benchmarks/memory-usage.md index 96836fb25..a3f57295b 100644 --- a/docs/docs/benchmarks/memory-usage.md +++ b/docs/docs/benchmarks/memory-usage.md @@ -26,16 +26,16 @@ sidebar_position: 2 ## OCR -| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | -| --------------------------------------------------- | :--------------------: | :----------------: | -| CRAFT_800 + CRNN_EN_512 + CRNN_EN_256 + CRNN_EN_128 | 2100 | 1782 | +| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | +| -------------------------------------------------------------------------------------------- | :--------------------: | :----------------: | +| Detector (CRAFT_800) + Recognizer (CRNN_512) + Recognizer (CRNN_256) + Recognizer (CRNN_128) | 2100 | 1782 | ## Vertical OCR -| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | -| ------------------------------------ | :--------------------: | :----------------: | -| CRAFT_1280 + CRAFT_320 + CRNN_EN_512 | 2770 | 3720 | -| CRAFT_1280 + CRAFT_320 + CRNN_EN_64 | 1770 | 2740 | +| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | +| -------------------------------------------------------------------- | :--------------------: | :----------------: | +| Detector (CRAFT_1280) + Detector (CRAFT_320) + Recognizer (CRNN_512) | 2770 | 3720 | +| Detector(CRAFT_1280) + Detector(CRAFT_320) + Recognizer (CRNN_64) | 1770 | 2740 | ## LLMs @@ -54,3 +54,9 @@ sidebar_position: 2 | -------------- | :--------------------: | :----------------: | | WHISPER_TINY | 900 | 600 | | MOONSHINE_TINY | 650 | 560 | + +## Text Embeddings + +| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | +| ---------------- | :--------------------: | :----------------: | +| ALL_MINILM_L6_V2 | 140 | 64 | diff --git a/docs/docs/benchmarks/model-size.md b/docs/docs/benchmarks/model-size.md index 0b65f88f7..6b2206c67 100644 --- a/docs/docs/benchmarks/model-size.md +++ b/docs/docs/benchmarks/model-size.md @@ -26,21 +26,25 @@ sidebar_position: 1 ## OCR -| Model | XNNPACK [MB] | -| ----------- | :----------: | -| CRAFT_800 | 83.1 | -| CRNN_EN_512 | 547 | -| CRNN_EN_256 | 277 | -| CRNN_EN_128 | 142 | +| Model | XNNPACK [MB] | +| --------------------- | :----------: | +| Detector (CRAFT_800) | 83.1 | +| Recognizer (CRNN_512) | 15 - 18\* | +| Recognizer (CRNN_256) | 16 - 18\* | +| Recognizer (CRNN_128) | 17 - 19\* | + +\* - The model weights vary depending on the language. ## Vertical OCR -| Model | XNNPACK [MB] | -| ----------- | :----------: | -| CRAFT_1280 | 83.1 | -| CRAFT_320 | 83.1 | -| CRNN_EN_512 | 277 | -| CRNN_EN_64 | 74.3 | +| Model | XNNPACK [MB] | +| ------------------------ | :----------: | +| Detector (CRAFT_1280) | 83.1 | +| Detector (CRAFT_320) | 83.1 | +| Recognizer (CRNN_EN_512) | 15 - 18\* | +| Recognizer (CRNN_EN_64) | 15 - 16\* | + +\* - The model weights vary depending on the language. ## LLMs @@ -59,3 +63,9 @@ sidebar_position: 1 | -------------- | :----------: | | WHISPER_TINY | 231.0 | | MOONSHINE_TINY | 148.9 | + +## Text Embeddings + +| Model | XNNPACK [MB] | +| ---------------- | :----------: | +| ALL_MINILM_L6_V2 | 91 | diff --git a/docs/docs/computer-vision/_category_.json b/docs/docs/computer-vision/_category_.json index 1a78d5e75..5aa6c0263 100644 --- a/docs/docs/computer-vision/_category_.json +++ b/docs/docs/computer-vision/_category_.json @@ -1,6 +1,6 @@ { "label": "Computer Vision", - "position": 4, + "position": 3, "link": { "type": "generated-index" } diff --git a/docs/docs/computer-vision/useClassification.md b/docs/docs/computer-vision/useClassification.md index 0ad5a1179..f383f4100 100644 --- a/docs/docs/computer-vision/useClassification.md +++ b/docs/docs/computer-vision/useClassification.md @@ -10,7 +10,7 @@ Usually, the class with the highest probability is the one that is assigned to a ::: :::caution -It is recommended to use models provided by us, which are available at our [Hugging Face repository](https://huggingface.co/software-mansion/react-native-executorch-efficientnet-v2-s). You can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library +It is recommended to use models provided by us, which are available at our [Hugging Face repository](https://huggingface.co/software-mansion/react-native-executorch-efficientnet-v2-s). You can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library. ::: ## Reference diff --git a/docs/docs/computer-vision/useImageSegmentation.md b/docs/docs/computer-vision/useImageSegmentation.md new file mode 100644 index 000000000..657cdaacd --- /dev/null +++ b/docs/docs/computer-vision/useImageSegmentation.md @@ -0,0 +1,117 @@ +--- +title: useImageSegmentation +sidebar_position: 2 +--- + +Semantic image segmentation, akin to image classification, tries to assign the content of the image to one of the predefined classes. However, in case of segmentation this classification is done on a per-pixel basis, so as the result the model provides an image-sized array of scores for each of the classes. You can then use this information to detect objects on a per-pixel basis. React Native ExecuTorch offers a dedicated hook `useImageSegmentation` for this task. + +:::caution +It is recommended to use models provided by us which are available at our [Hugging Face repository](https://huggingface.co/software-mansion/react-native-executorch-style-transfer-candy), you can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library. +::: + +## Reference + +```typescript +import { + useImageSegmentation, + DEEPLAB_V3_RESNET50, +} from 'react-native-executorch'; + +const model = useImageSegmentation({ + modelSource: DEEPLAB_V3_RESNET50, +}); + +const imageUri = 'file::///Users/.../cute_cat.png'; + +try { + const outputDict = await model.forward(imageUri); +} catch (error) { + console.error(error); +} +``` + +### Arguments + +**`modelSource`** +A string that specifies the location of the model binary. For more information, take a look at [loading models](../fundamentals/loading-models.md) page. + +### Returns + +| Field | Type | Description | +| ------------------ | ---------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| `forward` | `(input: string, classesOfInterest?: DeeplabLabel[], resize?: boolean) => Promise<{[key in DeeplabLabel]?: number[]}>` | Executes the model's forward pass, where:
\* `input` can be a fetchable resource or a Base64-encoded string.
\* `classesOfInterest` is an optional list of `DeeplabLabel` used to indicate additional arrays of probabilities to output (see section "Running the model"). The default is an empty list.
\* `resize` is an optional boolean to indicate whether the output should be resized to the original image dimensions, or left in the size of the model (see section "Running the model"). The default is `false`.

The return is a dictionary containing:
\* for the key `DeeplabLabel.ARGMAX` an array of integers corresponding to the most probable class for each pixel
\* an array of floats for each class from `classesOfInterest` corresponding to the probabilities for this class. | +| `error` | string | null | Contains the error message if the model failed to load. | +| `isGenerating` | `boolean` | Indicates whether the model is currently processing an inference. | +| `isReady` | `boolean` | Indicates whether the model has successfully loaded and is ready for inference. | +| `downloadProgress` | `number` | Represents the download progress as a value between 0 and 1. | + +## Running the model + +To run the model, you can use the `forward` method. It accepts three arguments: a required image, an optional list of classes, and an optional flag whether to resize the output to the original dimensions. + +- The image can be a remote URL, a local file URI, or a base64-encoded image. +- The `classesOfInterest` list contains classes for which to output the full results. By default the list is empty, and only the most probable classes are returned (essentially an arg max for each pixel). Look at [`DeeplabLabel`](http://github.com/software-mansion/react-native-executorch/blob/main/src/types/image_segmentation.ts) enum for possible classes. +- The `resize` flag says whether the output will be rescaled back to the size of the image you put in. The default is `false`. The model runs inference on a scaled (probably smaller) version of your image (224x224 for `DEEPLAB_V3_RESNET50`). If you choose to resize, the output will be `number[]` of size `width * height` of your original image. + +:::caution +Setting `resize` to true will make `forward` slower. +::: + +`forward` returns a promise which can resolve either to an error or a dictionary containing number arrays with size depending on `resize`: + +- For the key `DeeplabLabel.ARGMAX` the array contains for each pixel an integer corresponding to the class with the highest probability. +- For every other key from `DeeplabLabel`, if the label was included in `classesOfInterest` the dictionary will contain an array of floats corresponding to the probability of this class for every pixel. + +## Example + +```typescript +function App(){ + const model = useImageSegmentation( + modelSource: DEEPLAB_V3_RESNET50, + ); + + ... + const imageUri = 'file::///Users/.../cute_cat.png'; + + try{ + const outputDict = await model.forward(imageUri, [DeeplabLabel.CAT], true); + }catch(error){ + console.error(error); + } + ... +} +``` + +## Supported models + +| Model | Number of classes | Class list | +| ------------------------------------------------------------------------------------------------------------------------------ | ----------------- | -------------------------------------------------------------------------------------------------------------------- | +| [deeplabv3_resnet50](https://pytorch.org/vision/0.20/models/generated/torchvision.models.segmentation.deeplabv3_resnet50.html) | 21 | [DeeplabLabel](http://github.com/software-mansion/react-native-executorch/blob/main/src/types/image_segmentation.ts) | + +## Benchmarks + +### Model size + +| Model | XNNPACK [MB] | +| ----------------- | ------------ | +| DEELABV3_RESNET50 | 168 | + +### Memory usage + +:::warning warning +Data presented in the following sections is based on inference with non-resized output. When resize is enabled, expect higher memory usage and inference time with higher resolutions. +::: + +| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | +| ----------------- | ---------------------- | ------------------ | +| DEELABV3_RESNET50 | 930 | 660 | + +### Inference time + +:::warning warning +Times presented in the tables are measured as consecutive runs of the model. Initial run times may be up to 2x longer due to model loading and initialization. +::: + +| Model | iPhone 16 Pro (Core ML) [ms] | iPhone 14 Pro Max (Core ML) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | +| ----------------- | ---------------------------- | -------------------------------- | --------------------------------- | +| DEELABV3_RESNET50 | 1000 | 670 | 700 | diff --git a/docs/docs/computer-vision/useOCR.md b/docs/docs/computer-vision/useOCR.md index 848a30f86..f9eca7f76 100644 --- a/docs/docs/computer-vision/useOCR.md +++ b/docs/docs/computer-vision/useOCR.md @@ -51,7 +51,71 @@ interface RecognizerSources { recognizerSmall: string | number; } -type OCRLanguage = 'en'; +type OCRLanguage = + | 'abq' + | 'ady' + | 'af' + | 'ava' + | 'az' + | 'be' + | 'bg' + | 'bs' + | 'ch_sim' + | 'che' + | 'cs' + | 'cy' + | 'da' + | 'dar' + | 'de' + | 'en' + | 'es' + | 'et' + | 'fr' + | 'ga' + | 'hr' + | 'hu' + | 'id' + | 'inh' + | 'ic' + | 'it' + | 'ja' + | 'kbd' + | 'kn' + | 'ko' + | 'ku' + | 'la' + | 'lbe' + | 'lez' + | 'lt' + | 'lv' + | 'mi' + | 'mn' + | 'ms' + | 'mt' + | 'nl' + | 'no' + | 'oc' + | 'pi' + | 'pl' + | 'pt' + | 'ro' + | 'ru' + | 'rs_cyrillic' + | 'rs_latin' + | 'sk' + | 'sl' + | 'sq' + | 'sv' + | 'sw' + | 'tab' + | 'te' + | 'th' + | 'tjk' + | 'tl' + | 'tr' + | 'uk' + | 'uz' + | 'vi'; interface Point { x: number; @@ -151,31 +215,104 @@ function App() { } ``` +## Supported languages + +| Language | Code Name | +| :----------------: | :---------: | +| Abaza | abq | +| Adyghe | ady | +| Africans | af | +| Avar | ava | +| Azerbaijani | az | +| Belarusian | be | +| Bulgarian | bg | +| Bosnian | bs | +| Simplified Chinese | ch_sim | +| Chechen | che | +| Chech | cs | +| Welsh | cy | +| Danish | da | +| Dargwa | dar | +| German | de | +| English | en | +| Spanish | es | +| Estonian | et | +| French | fr | +| Irish | ga | +| Croatian | hr | +| Hungarian | hu | +| Indonesian | id | +| Ingush | inh | +| Icelandic | ic | +| Italian | it | +| Japanese | ja | +| Karbadian | kbd | +| Kannada | kn | +| Korean | ko | +| Kurdish | ku | +| Latin | la | +| Lak | lbe | +| Lezghian | lez | +| Lithuanian | lt | +| Latvian | lv | +| Maori | mi | +| Mongolian | mn | +| Malay | ms | +| Maltese | mt | +| Dutch | nl | +| Norwegian | no | +| Occitan | oc | +| Pali | pi | +| Polish | pl | +| Portuguese | pt | +| Romanian | ro | +| Russian | ru | +| Serbian (Cyrillic) | rs_cyrillic | +| Serbian (Latin) | rs_latin | +| Slovak | sk | +| Slovenian | sl | +| Albanian | sq | +| Swedish | sv | +| Swahili | sw | +| Tabassaran | tab | +| Telugu | te | +| Thai | th | +| Tajik | tjk | +| Tagalog | tl | +| Turkish | tr | +| Ukrainian | uk | +| Uzbek | uz | +| Vietnamese | vi | + ## Supported models -| Model | Type | -| ------------------------------------------------------ | :--------: | -| [CRAFT_800](https://github.com/clovaai/CRAFT-pytorch) | Detector | -| [CRNN_EN_512](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | -| [CRNN_EN_256](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | -| [CRNN_EN_128](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | +| Model | Type | +| ------------------------------------------------------- | :--------: | +| [CRAFT_800\*](https://github.com/clovaai/CRAFT-pytorch) | Detector | +| [CRNN_512\*](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | +| [CRNN_256\*](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | +| [CRNN_128\*](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | + +\* - The number following the underscore (\_) indicates the input image width used during model export. ## Benchmarks ### Model size -| Model | XNNPACK [MB] | -| ----------- | :----------: | -| CRAFT_800 | 83.1 | -| CRNN_EN_512 | 547 | -| CRNN_EN_256 | 277 | -| CRNN_EN_128 | 142 | +| Model | XNNPACK [MB] | +| --------------------- | :----------: | +| Detector (CRAFT_800) | 83.1 | +| Recognizer (CRNN_512) | 15 - 18\* | +| Recognizer (CRNN_256) | 16 - 18\* | +| Recognizer (CRNN_128) | 17 - 19\* | + +\* - The model weights vary depending on the language. ### Memory usage -| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | -| --------------------------------------------------- | :--------------------: | :----------------: | -| CRAFT_800 + CRNN_EN_512 + CRNN_EN_256 + CRNN_EN_128 | 2100 | 1782 | +| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | +| -------------------------------------------------------------------------------------------- | :--------------------: | :----------------: | +| Detector (CRAFT_800) + Recognizer (CRNN_512) + Recognizer (CRNN_256) + Recognizer (CRNN_128) | 2100 | 1782 | ### Inference time @@ -183,11 +320,11 @@ function App() { Times presented in the tables are measured as consecutive runs of the model. Initial run times may be up to 2x longer due to model loading and initialization. ::: -| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] | -| ----------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: | -| CRAFT_800 | 2099 | 2227 | ❌ | 2245 | 7108 | -| CRNN_EN_512 | 70 | 252 | ❌ | 54 | 151 | -| CRNN_EN_256 | 39 | 123 | ❌ | 24 | 78 | -| CRNN_EN_128 | 17 | 83 | ❌ | 14 | 39 | +| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] | +| --------------------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: | +| Detector (CRAFT_800) | 2099 | 2227 | ❌ | 2245 | 7108 | +| Recognizer (CRNN_512) | 70 | 252 | ❌ | 54 | 151 | +| Recognizer (CRNN_256) | 39 | 123 | ❌ | 24 | 78 | +| Recognizer (CRNN_128) | 17 | 83 | ❌ | 14 | 39 | ❌ - Insufficient RAM. diff --git a/docs/docs/computer-vision/useStyleTransfer.md b/docs/docs/computer-vision/useStyleTransfer.md index 989581e10..8ccad4e0e 100644 --- a/docs/docs/computer-vision/useStyleTransfer.md +++ b/docs/docs/computer-vision/useStyleTransfer.md @@ -6,7 +6,7 @@ sidebar_position: 2 Style transfer is a technique used in computer graphics and machine learning where the visual style of one image is applied to the content of another. This is achieved using algorithms that manipulate data from both images, typically with the aid of a neural network. The result is a new image that combines the artistic elements of one picture with the structural details of another, effectively merging art with traditional imagery. React Native ExecuTorch offers a dedicated hook `useStyleTransfer`, for this task. However before you start you'll need to obtain ExecuTorch-compatible model binary. :::caution -It is recommended to use models provided by us which are available at our [Hugging Face repository](https://huggingface.co/software-mansion/react-native-executorch-style-transfer-candy), you can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library +It is recommended to use models provided by us which are available at our [Hugging Face repository](https://huggingface.co/software-mansion/react-native-executorch-style-transfer-candy), you can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library. ::: ## Reference diff --git a/docs/docs/computer-vision/useVerticalOCR.md b/docs/docs/computer-vision/useVerticalOCR.md index 3bcfe642f..f492347b3 100644 --- a/docs/docs/computer-vision/useVerticalOCR.md +++ b/docs/docs/computer-vision/useVerticalOCR.md @@ -62,7 +62,71 @@ interface RecognizerSources { recognizerSmall: string | number; } -type OCRLanguage = 'en'; +type OCRLanguage = + | 'abq' + | 'ady' + | 'af' + | 'ava' + | 'az' + | 'be' + | 'bg' + | 'bs' + | 'ch_sim' + | 'che' + | 'cs' + | 'cy' + | 'da' + | 'dar' + | 'de' + | 'en' + | 'es' + | 'et' + | 'fr' + | 'ga' + | 'hr' + | 'hu' + | 'id' + | 'inh' + | 'ic' + | 'it' + | 'ja' + | 'kbd' + | 'kn' + | 'ko' + | 'ku' + | 'la' + | 'lbe' + | 'lez' + | 'lt' + | 'lv' + | 'mi' + | 'mn' + | 'ms' + | 'mt' + | 'nl' + | 'no' + | 'oc' + | 'pi' + | 'pl' + | 'pt' + | 'ro' + | 'ru' + | 'rs_cyrillic' + | 'rs_latin' + | 'sk' + | 'sl' + | 'sq' + | 'sv' + | 'sw' + | 'tab' + | 'te' + | 'th' + | 'tjk' + | 'tl' + | 'tr' + | 'uk' + | 'uz' + | 'vi'; interface Point { x: number; @@ -132,7 +196,7 @@ interface OCRDetection { ``` The `bbox` property contains information about the bounding box of detected text regions. It is represented as four points, which are corners of detected bounding box. -The `text` property contains the text recognized withinh detected text region. The `score` represents the confidence score of the recognized text. +The `text` property contains the text recognized within detected text region. The `score` represents the confidence score of the recognized text. ## Example @@ -171,32 +235,105 @@ function App() { } ``` +## Supported languages + +| Language | Code Name | +| :----------------: | :---------: | +| Abaza | abq | +| Adyghe | ady | +| Africans | af | +| Avar | ava | +| Azerbaijani | az | +| Belarusian | be | +| Bulgarian | bg | +| Bosnian | bs | +| Simplified Chinese | ch_sim | +| Chechen | che | +| Chech | cs | +| Welsh | cy | +| Danish | da | +| Dargwa | dar | +| German | de | +| English | en | +| Spanish | es | +| Estonian | et | +| French | fr | +| Irish | ga | +| Croatian | hr | +| Hungarian | hu | +| Indonesian | id | +| Ingush | inh | +| Icelandic | ic | +| Italian | it | +| Japanese | ja | +| Karbadian | kbd | +| Kannada | kn | +| Korean | ko | +| Kurdish | ku | +| Latin | la | +| Lak | lbe | +| Lezghian | lez | +| Lithuanian | lt | +| Latvian | lv | +| Maori | mi | +| Mongolian | mn | +| Malay | ms | +| Maltese | mt | +| Dutch | nl | +| Norwegian | no | +| Occitan | oc | +| Pali | pi | +| Polish | pl | +| Portuguese | pt | +| Romanian | ro | +| Russian | ru | +| Serbian (Cyrillic) | rs_cyrillic | +| Serbian (Latin) | rs_latin | +| Slovak | sk | +| Slovenian | sl | +| Albanian | sq | +| Swedish | sv | +| Swahili | sw | +| Tabassaran | tab | +| Telugu | te | +| Thai | th | +| Tajik | tjk | +| Tagalog | tl | +| Turkish | tr | +| Ukrainian | uk | +| Uzbek | uz | +| Vietnamese | vi | + ## Supported models | Model | Type | | -------------------------------------------------------- | ---------- | -| [CRAFT_1280](https://github.com/clovaai/CRAFT-pytorch) | Detector | -| [CRAFT_NARROW](https://github.com/clovaai/CRAFT-pytorch) | Detector | -| [CRNN_EN_512](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | -| [CRNN_EN_64](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | +| [CRAFT_1280\*](https://github.com/clovaai/CRAFT-pytorch) | Detector | +| [CRAFT_320\*](https://github.com/clovaai/CRAFT-pytorch) | Detector | +| [CRNN_512\*](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | +| [CRNN_64\*](https://www.jaided.ai/easyocr/modelhub/) | Recognizer | + +\* - The number following the underscore (\_) indicates the input image width used during model export. ## Benchmarks ### Model size -| Model | XNNPACK [MB] | -| ----------- | :----------: | -| CRAFT_1280 | 83.1 | -| CRAFT_320 | 83.1 | -| CRNN_EN_512 | 277 | -| CRNN_EN_64 | 74.3 | +| Model | XNNPACK [MB] | +| --------------------- | :----------: | +| Detector (CRAFT_1280) | 83.1 | +| Detector (CRAFT_320) | 83.1 | +| Recognizer (CRNN_512) | 15 - 18\* | +| Recognizer (CRNN_64) | 15 - 16\* | + +\* - The model weights vary depending on the language. ### Memory usage -| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | -| ------------------------------------ | :--------------------: | :----------------: | -| CRAFT_1280 + CRAFT_320 + CRNN_EN_512 | 2770 | 3720 | -| CRAFT_1280 + CRAFT_320 + CRNN_EN_64 | 1770 | 2740 | +| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | +| -------------------------------------------------------------------- | :--------------------: | :----------------: | +| Detector (CRAFT_1280) + Detector (CRAFT_320) + Recognizer (CRNN_512) | 2770 | 3720 | +| Detector(CRAFT_1280) + Detector(CRAFT_320) + Recognizer (CRNN_64) | 1770 | 2740 | ### Inference time @@ -204,11 +341,11 @@ function App() { Times presented in the tables are measured as consecutive runs of the model. Initial run times may be up to 2x longer due to model loading and initialization. ::: -| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] | -| ----------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: | -| CRAFT_1280 | 5457 | 5833 | ❌ | 6296 | 14053 | -| CRAFT_320 | 1351 | 1460 | ❌ | 1485 | 3101 | -| CRNN_EN_512 | 39 | 123 | ❌ | 24 | 78 | -| CRNN_EN_64 | 10 | 33 | ❌ | 7 | 18 | +| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) [ms] | Samsung Galaxy S21 (XNNPACK) [ms] | +| --------------------- | :--------------------------: | :------------------------------: | :------------------------: | :-------------------------------: | :-------------------------------: | +| Detector (CRAFT_1280) | 5457 | 5833 | ❌ | 6296 | 14053 | +| Detector (CRAFT_320) | 1351 | 1460 | ❌ | 1485 | 3101 | +| Recognizer (CRNN_512) | 39 | 123 | ❌ | 24 | 78 | +| Recognizer (CRNN_64) | 10 | 33 | ❌ | 7 | 18 | ❌ - Insufficient RAM. diff --git a/docs/docs/hookless-api/_category_.json b/docs/docs/executorch-bindings/_category_.json similarity index 66% rename from docs/docs/hookless-api/_category_.json rename to docs/docs/executorch-bindings/_category_.json index 6c0a89084..8654a4251 100644 --- a/docs/docs/hookless-api/_category_.json +++ b/docs/docs/executorch-bindings/_category_.json @@ -1,5 +1,5 @@ { - "label": "Hookless API", + "label": "ExecuTorch Bindings", "position": 5, "link": { "type": "generated-index" diff --git a/docs/docs/module-api/executorch-bindings.md b/docs/docs/executorch-bindings/useExecutorchModule.md similarity index 99% rename from docs/docs/module-api/executorch-bindings.md rename to docs/docs/executorch-bindings/useExecutorchModule.md index 3aa26b59f..6b47892ac 100644 --- a/docs/docs/module-api/executorch-bindings.md +++ b/docs/docs/executorch-bindings/useExecutorchModule.md @@ -1,5 +1,5 @@ --- -title: ExecuTorch Bindings +title: useExecutorchModule sidebar_position: 1 --- @@ -9,7 +9,7 @@ ExecuTorch bindings provide streamlined interface to access the [Module API](htt These bindings are primarily intended for custom model integration where no dedicated hook exists. If you are considering using a provided model, first verify whether a dedicated hook is available. Dedicated hooks simplify the implementation process by managing necessary pre and post-processing automatically. Utilizing these can save you effort and reduce complexity, ensuring you do not implement additional handling that is already covered. ::: -## Intializing ExecuTorch Module +## Initializing ExecuTorch Module You can initialize the ExecuTorch module in your JavaScript application using the `useExecutorchModule` hook. This hook facilitates the loading of models from the specified source and prepares them for use. diff --git a/docs/docs/utils/_category_.json b/docs/docs/faq/_category_.json similarity index 77% rename from docs/docs/utils/_category_.json rename to docs/docs/faq/_category_.json index fe7e29fe8..5d82736aa 100644 --- a/docs/docs/utils/_category_.json +++ b/docs/docs/faq/_category_.json @@ -1,5 +1,5 @@ { - "label": "Utils", + "label": "FAQ", "position": 7, "link": { "type": "generated-index" diff --git a/docs/docs/faq/frequently-asked-questions.md b/docs/docs/faq/frequently-asked-questions.md new file mode 100644 index 000000000..d5780d60b --- /dev/null +++ b/docs/docs/faq/frequently-asked-questions.md @@ -0,0 +1,40 @@ +--- +title: Frequently asked questions +sidebar_position: 1 +--- + +This section is meant to answer some common community inquiries, especially regarding the ExecuTorch runtime or adding your own models. If you can't see an answer to your question, feel free to open up a [discussion](https://github.com/software-mansion/react-native-executorch/discussions/new/choose). + +### What models are supported? + +Each hook documentation subpage (useClassification, useLLM, etc.) contains a supported models section, which lists the models that are runnable within the library with close to no setup. For running your custom models, refer to `ExecuTorchModule` or `useExecuTorchModule`. + +### How can I run my own AI model? + +To run your own model, you need to directly access the underlying [ExecuTorch Module API](https://pytorch.org/executorch/stable/extension-module.html). We provide an experimental [React hook](../executorch-bindings/useExecutorchModule.md) along with a [TypeScript alternative](../typescript-api/ExecutorchModule.md), which serve as a way to use the aforementioned API without the need of diving into native code. In order to get a model in a format runnable by the runtime, you'll need to get your hands dirty with some ExecuTorch knowledge. For more guides on exporting models, please refer to the [ExecuTorch tutorials](https://pytorch.org/executorch/stable/tutorials/export-to-executorch-tutorial.html). Once you obtain your model in a `.pte` format, you can run it with `useExecuTorchModule` and `ExecuTorchModule`. + +### Can you do function calling with useLLM? + +If your model supports tool calling (i.e. its chat template can process tools) you can use the method explained in [useLLM page](../natural-language-processing/useLLM.md#tool-calling). + +If your model doesn't support it, you can still work around it using context. For details, refer to [this comment](https://github.com/software-mansion/react-native-executorch/issues/173#issuecomment-2775082278). + +### Can I use React Native ExecuTorch in bare React Native apps? + +To use the library, you need to install Expo Modules first. For a setup guide, refer to [this tutorial](https://docs.expo.dev/bare/installing-expo-modules/). This is because we use Expo File System under the hood to download and manage the model binaries. + +### Do you support the old architecture? + +The old architecture is not supported and we're currently not planning to add support. + +### Can I run GGUF models using the library? + +No, as of now ExecuTorch runtime doesn't provide a reliable way to use GGUF models, hence it is not possible. + +### Are the models leveraging GPU acceleration? + +While it is possible to run some models using Core ML on iOS, which is a backend that utilizes CPU, GPU and ANE, we currently don't have many models exported to Core ML. For Android, the current state of GPU acceleration is pretty limited. As of now, there are attempts of running the models using a Vulkan backend. However the operator support is very limited meaning that the resulting performance is often inferior to XNNPACK. Hence, most of the models use XNNPACK, which is a highly optimized and mature CPU backend that runs on both Android and iOS. + +### Does this library support XNNPACK and Core ML? + +Yes, all of the backends are linked, therefore the only thing that needs to be done on your end is to export the model with the backend that you're interested in using. diff --git a/docs/docs/fundamentals/loading-models.md b/docs/docs/fundamentals/loading-models.md index 5c56d7912..ccf4f7759 100644 --- a/docs/docs/fundamentals/loading-models.md +++ b/docs/docs/fundamentals/loading-models.md @@ -1,6 +1,6 @@ --- title: Loading models -sidebar_position: 1 +sidebar_position: 2 --- There are three different methods available for loading model files, depending on their size and location. diff --git a/docs/docs/hookless-api/LLMModule.md b/docs/docs/hookless-api/LLMModule.md deleted file mode 100644 index 037b151bf..000000000 --- a/docs/docs/hookless-api/LLMModule.md +++ /dev/null @@ -1,95 +0,0 @@ ---- -title: LLMModule -sidebar_position: 3 ---- - -Hookless implementation of the [useLLM](../llms/useLLM.md) hook. - -## Reference - -```typescript -import { - LLMModule, - LLAMA3_2_1B_QLORA, - LLAMA3_2_1B_TOKENIZER, -} from 'react-native-executorch'; - -// Listening for download progress -LLMModule.onDownloadProgress((progress) => { - console.log(progress); -}); - -// Loading the model -await LLMModule.load(LLAMA3_2_1B_QLORA, LLAMA3_2_1B_TOKENIZER); - -// Listening for token -LLMModule.onToken((token) => { - console.log(token); -}); - -// Running the model -LLMModule.generate('Hello, World!'); - -// Interrupting the model -LLMModule.interrupt(); - -// Deleting the model from memory -LLMModule.delete(); -``` - -### Methods - -| Method | Type | Description | -| -------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------ | -| `load` | `LLMModule.load(modelSource: ResourceSource, tokenizerSource: ResourceSource, systemPrompt?: string, messageHistory?: MessageType[], contextWindowLength?: number): Promise` | Loads the model. Checkout the [loading the model](#loading-the-model) section for details. | -| `onDownloadProgress` | `(callback: (downloadProgress: number) => void): any` | Subscribe to the download progress event. | -| `generate` | `(input: string): Promise` | Method to start generating a response with the given input string. | -| `onToken` | (callback: (data: string | undefined) => void): any | Subscribe to the token generation event. | -| `interrupt` | `(): void` | Method to interrupt the current inference | -| `delete` | `(): void` | Method to delete the model from memory. | - -
-Type definitions - -```typescript -type ResourceSource = string | number; - -interface MessageType { - role: 'user' | 'assistant'; - content: string; -} -``` - -
- -## Loading the model - -To load the model, use the `load` method. It accepts: - -- `modelSource` - A string that specifies the location of the model binary. For more information, take a look at [loading models](../fundamentals/loading-models.md) page. -- `tokenizerSource` - URL to the binary file which contains the tokenizer -- `systemPrompt` - Often used to tell the model what is its purpose, for example - "Be a helpful translator" -- `messageHistory` - An array of `MessageType` objects that represent the conversation history. This can be used to provide context to the model. -- `contextWindowLength` - The number of messages from the current conversation that the model will use to generate a response. The higher the number, the more context the model will have. Keep in mind that using larger context windows will result in longer inference time and higher memory usage. - -This method returns a promise, which can resolve to an error or void. - -## Listening for download progress - -To subscribe to the download progress event, you can use the `onDownloadProgress` method. It accepts a callback function that will be called whenever the download progress changes. - -## Running the model - -To run the model, you can use the `generate` method. It accepts one argument, which is the input string. The method returns a promise, which can resolve to an error or void. - -## Listening for token - -To subscribe to the token event, you can use the `onToken` method. It accepts a callback function that will be called whenever a token is generated. - -## Interrupting the model - -In order to interrupt the model, you can use the `interrupt` method. - -## Deleting the model from memory - -To delete the model from memory, you can use the `delete` method. diff --git a/docs/docs/llms/exporting-llama.md b/docs/docs/llms/exporting-llama.md deleted file mode 100644 index 28b3ceb99..000000000 --- a/docs/docs/llms/exporting-llama.md +++ /dev/null @@ -1,49 +0,0 @@ ---- -title: Exporting Llama -sidebar_position: 2 ---- - -In order to make the process of export as simple as possible for you, we created a script that runs a Docker container and exports the model. - -## Steps to export Llama - -### 1. Create an account - -Get a [HuggingFace](https://huggingface.co/) account. This will allow you to download needed files. You can also use the [official Llama website](https://www.llama.com/llama-downloads/). - -### 2. Select a model - -Pick the model that suits your needs. Before you download it, you'll need to accept a license. For best performance, we recommend using Spin-Quant or QLoRA versions of the model: - -- [Llama 3.2 3B](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct/tree/main/original) -- [Llama 3.2 1B](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct/tree/main/original) -- [Llama 3.2 3B Spin-Quant](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct-SpinQuant_INT4_EO8/tree/main) -- [Llama 3.2 1B Spin-Quant](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct-SpinQuant_INT4_EO8/tree/main) -- [Llama 3.2 3B QLoRA](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct-QLORA_INT4_EO8/tree/main) -- [Llama 3.2 1B QLoRA](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct-QLORA_INT4_EO8/tree/main) - -### 3. Download files - -Download the `consolidated.00.pth`, `params.json` and `tokenizer.model` files. If you can't see them, make sure to check the `original` directory. - -### 4. Rename the tokenizer file - -Rename the `tokenizer.model` file to `tokenizer.bin` as required by the library: - -```bash -mv tokenizer.model tokenizer.bin -``` - -### 5. Run the export script - -Navigate to the `llama_export` directory and run the following command: - -```bash -./build_llama_binary.sh --model-path /path/to/consolidated.00.pth --params-path /path/to/params.json -``` - -The script will pull a Docker image from Docker Hub, and then run it to export the model. By default the output (llama3_2.pte file) will be saved in the `llama-export/outputs` directory. However, you can override that behavior with the `--output-path [path]` flag. - -:::note -This Docker image was tested on MacOS with ARM chip. This might not work in other environments. -::: diff --git a/docs/docs/llms/useLLM.md b/docs/docs/llms/useLLM.md deleted file mode 100644 index 822449c5f..000000000 --- a/docs/docs/llms/useLLM.md +++ /dev/null @@ -1,198 +0,0 @@ ---- -title: useLLM -sidebar_position: 1 -keywords: - [ - llm, - large language model, - llama, - llama 3, - react native, - executorch, - ai, - machine learning, - on-device, - mobile ai, - inference, - text generation, - ] -description: "Learn how to use Llama models in your React Native applications with React Native ExecuTorch's useLLM hook." ---- - -React Native ExecuTorch supports Llama 3.2 models, including quantized versions. Before getting started, you’ll need to obtain the .pte binary—a serialized model—and the tokenizer. There are various ways to accomplish this: - -- For your convienience, it's best if you use models exported by us, you can get them from our [HuggingFace repository](https://huggingface.co/software-mansion/react-native-executorch-llama-3.2). You can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library. -- If you want to export model by yourself, you can use a Docker image that we've prepared. To see how it works, check out [exporting Llama](./exporting-llama) -- Follow the official [tutorial](https://github.com/pytorch/executorch/blob/fe20be98c/examples/demo-apps/android/LlamaDemo/docs/delegates/xnnpack_README.md) made by ExecuTorch team to build the model and tokenizer yourself - -## Initializing - -In order to load a model into the app, you need to run the following code: - -```typescript -import { useLLM, LLAMA3_2_1B } from 'react-native-executorch'; - -const messageHistory = [ - { role: 'user', content: 'Hello' }, - { role: 'assistant', content: 'Hi, how can I help you?' }, -]; - -const llama = useLLM({ - modelSource: LLAMA3_2_1B, - tokenizerSource: require('../assets/tokenizer.bin'), - systemPrompt: 'Be a helpful assistant', - messageHistory: messageHistory, - contextWindowLength: 3, -}); -``` - -
-Type definitions - -```typescript -const useLLM: ({ - modelSource, - tokenizerSource, - systemPrompt, - messageHistory, - contextWindowLength, -}: { - modelSource: ResourceSource; - tokenizerSource: ResourceSource; - systemPrompt?: string; - messageHistory?: MessageType[]; - contextWindowLength?: number; -}) => Model; - -interface Model { - generate: (input: string) => Promise; - response: string; - downloadProgress: number; - error: string | null; - isModelGenerating: boolean; - isGenerating: boolean; - isModelReady: boolean; - isReady: boolean; - interrupt: () => void; -} - -type ResourceSource = string | number; - -interface MessageType { - role: 'user' | 'assistant'; - content: string; -} -``` - -
- -
- -The code snippet above fetches the model from the specified URL, loads it into memory, and returns an object with various methods and properties for controlling the model. You can monitor the loading progress by checking the `llama.downloadProgress` and `llama.isReady` property, and if anything goes wrong, the `llama.error` property will contain the error message. - -:::danger -Lower-end devices might not be able to fit LLMs into memory. We recommend using quantized models to reduce the memory footprint. -::: - -:::caution -Given computational constraints, our architecture is designed to support only one instance of the model runner at the time. Consequently, this means you can have only one active component leveraging `useLLM` concurrently. -::: - -### Arguments - -**`modelSource`** - A string that specifies the location of the model binary. For more information, take a look at [loading models](../fundamentals/loading-models.md) section. - -**`tokenizerSource`** - URL to the binary file which contains the tokenizer - -**`systemPrompt`** - Often used to tell the model what is its purpose, for example - "Be a helpful translator" - -**`messageHistory`** - An array of `MessageType` objects that represent the conversation history. This can be used to provide context to the model. - -**`contextWindowLength`** - The number of messages from the current conversation that the model will use to generate a response. The higher the number, the more context the model will have. Keep in mind that using larger context windows will result in longer inference time and higher memory usage. - -:::note -Make sure that the reference to the `messageHistory` array is stable. Depending on your use case, you might use `useState` or `useRef` to store the message history. -::: - -### Returns - -| Field | Type | Description | -| ------------------ | ---------------------------------- | --------------------------------------------------------------------------------------------------------------- | -| `generate` | `(input: string) => Promise` | Function to start generating a response with the given input string. | -| `response` | `string` | State of the generated response. This field is updated with each token generated by the model | -| `error` | string | null | Contains the error message if the model failed to load | -| `isGenerating` | `boolean` | Indicates whether the model is currently generating a response | -| `interrupt` | `() => void` | Function to interrupt the current inference | -| `isReady` | `boolean` | Indicates whether the model is ready | -| `downloadProgress` | `number` | Represents the download progress as a value between 0 and 1, indicating the extent of the model file retrieval. | - -## Sending a message - -In order to send a message to the model, one can use the following code: - -```typescript -const llama = useLLM({ - modelSource: LLAMA3_2_1B, - tokenizerSource: require('../assets/tokenizer.bin'), -}); - -... -const message = 'Hi, who are you?'; -await llama.generate(message); -... -``` - -## Listening for the response - -As you might've noticed, there is no return value from the `runInference` function. Instead, the `.response` field of the model is updated with each token. -This is how you can render the response of the model: - -```typescript -... -return ( - {llama.response} -) -``` - -Behind the scenes, tokens are generated one by one, and the response property is updated with each token as it’s created. This means that the text component will re-render whenever llama.response gets updated. - -Sometimes, you might want to stop the model while it’s generating. To do this, you can use `interrupt()`, which will halt the model and append the current response to its internal conversation state. - -There are also cases when you need to check if tokens are being generated, such as to conditionally render a stop button. We’ve made this easy with the `isTokenBeingGenerated` property. - -## Benchmarks - -### Model size - -| Model | XNNPACK [GB] | -| --------------------- | :----------: | -| LLAMA3_2_1B | 2.47 | -| LLAMA3_2_1B_SPINQUANT | 1.14 | -| LLAMA3_2_1B_QLORA | 1.18 | -| LLAMA3_2_3B | 6.43 | -| LLAMA3_2_3B_SPINQUANT | 2.55 | -| LLAMA3_2_3B_QLORA | 2.65 | - -### Memory usage - -| Model | Android (XNNPACK) [GB] | iOS (XNNPACK) [GB] | -| --------------------- | :--------------------: | :----------------: | -| LLAMA3_2_1B | 3.2 | 3.1 | -| LLAMA3_2_1B_SPINQUANT | 1.9 | 2 | -| LLAMA3_2_1B_QLORA | 2.2 | 2.5 | -| LLAMA3_2_3B | 7.1 | 7.3 | -| LLAMA3_2_3B_SPINQUANT | 3.7 | 3.8 | -| LLAMA3_2_3B_QLORA | 4 | 4.1 | - -### Inference time - -| Model | iPhone 16 Pro (XNNPACK) [tokens/s] | iPhone 13 Pro (XNNPACK) [tokens/s] | iPhone SE 3 (XNNPACK) [tokens/s] | Samsung Galaxy S24 (XNNPACK) [tokens/s] | OnePlus 12 (XNNPACK) [tokens/s] | -| --------------------- | :--------------------------------: | :--------------------------------: | :------------------------------: | :-------------------------------------: | :-----------------------------: | -| LLAMA3_2_1B | 16.1 | 11.4 | ❌ | 15.6 | 19.3 | -| LLAMA3_2_1B_SPINQUANT | 40.6 | 16.7 | 16.5 | 40.3 | 48.2 | -| LLAMA3_2_1B_QLORA | 31.8 | 11.4 | 11.2 | 37.3 | 44.4 | -| LLAMA3_2_3B | ❌ | ❌ | ❌ | ❌ | 7.1 | -| LLAMA3_2_3B_SPINQUANT | 17.2 | 8.2 | ❌ | 16.2 | 19.4 | -| LLAMA3_2_3B_QLORA | 14.5 | ❌ | ❌ | 14.8 | 18.1 | - -❌ - Insufficient RAM. diff --git a/docs/docs/llms/_category_.json b/docs/docs/natural-language-processing/_category_.json similarity index 61% rename from docs/docs/llms/_category_.json rename to docs/docs/natural-language-processing/_category_.json index db6111115..73ed00bf6 100644 --- a/docs/docs/llms/_category_.json +++ b/docs/docs/natural-language-processing/_category_.json @@ -1,5 +1,5 @@ { - "label": "LLMs", + "label": "Natural Language Processing", "position": 2, "link": { "type": "generated-index" diff --git a/docs/docs/natural-language-processing/useLLM.md b/docs/docs/natural-language-processing/useLLM.md new file mode 100644 index 000000000..00958633c --- /dev/null +++ b/docs/docs/natural-language-processing/useLLM.md @@ -0,0 +1,300 @@ +--- +title: useLLM +sidebar_position: 1 +keywords: + [ + llm, + large language model, + llama, + llama 3, + react native, + executorch, + ai, + machine learning, + on-device, + mobile ai, + inference, + text generation, + tool calling, + function calling, + ] +description: "Learn how to use LLMs in your React Native applications with React Native ExecuTorch's useLLM hook." +--- + +React Native ExecuTorch supports a variety of LLMs (checkout our [HuggingFace repository](https://huggingface.co/software-mansion) for model already converted to ExecuTorch format) including Llama 3.2. Before getting started, you’ll need to obtain the .pte binary—a serialized model, the tokenizer and tokenizer config JSON files. There are various ways to accomplish this: + +- For your convenience, it's best if you use models exported by us, you can get them from our [HuggingFace repository](https://huggingface.co/software-mansion). You can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library. +- Follow the official [tutorial](https://github.com/pytorch/executorch/blob/fe20be98c/examples/demo-apps/android/LlamaDemo/docs/delegates/xnnpack_README.md) made by ExecuTorch team to build the model and tokenizer yourself. + +## Initializing + +In order to load a model into the app, you need to run the following code: + +```typescript +import { + useLLM, + LLAMA3_2_1B, + LLAMA3_2_TOKENIZER_CONFIG, +} from 'react-native-executorch'; + +const messageHistory = [ + { role: 'user', content: 'Hello' }, + { role: 'assistant', content: 'Hi, how can I help you?' }, +]; + +const llm = useLLM({ + modelSource: LLAMA3_2_1B, + tokenizerSource: LLAMA3_2_TOKENIZER, + tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG, +}); +``` + +
+Type definitions + +```typescript +const useLLM: ({ + modelSource, + tokenizerSource, + tokenizerConfigSource, + chatConfig, + toolsConfig, +}: { + modelSource: ResourceSource; + tokenizerSource: ResourceSource; + tokenizerConfigSource: ResourceSource; + chatConfig?: Partial; + toolsConfig?: ToolsConfig; +}) => LLMType; + +interface LLMType { + messageHistory: MessageType[]; + response: string; + isReady: boolean; + isGenerating: boolean; + downloadProgress: number; + error: string | null; + runInference: (input: string) => Promise; + sendMessage: (message: string) => Promise; + deleteMessage: (index: number) => void; + interrupt: () => void; +} + +type ResourceSource = string | number; + +type MessageRole = 'user' | 'assistant' | 'system'; + +interface MessageType { + role: MessageRole; + content: string; +} +interface ChatConfig { + initialMessageHistory: MessageType[]; + contextWindowLength: number; + systemPrompt: string; +} + +// tool calling +interface ToolsConfig { + tools: LLMTool[]; + executeToolCallback: (call: ToolCall) => Promise; + displayToolCalls?: boolean; +} + +interface ToolCall { + toolName: string; + arguments: Object; +} + +type LLMTool = Object; +``` + +
+ +
+ +The code snippet above fetches the model from the specified URL, loads it into memory, and returns an object with various methods and properties for controlling the model. You can monitor the loading progress by checking the `llm.downloadProgress` and `llm.isReady` property, and if anything goes wrong, the `llm.error` property will contain the error message. + +:::danger +Lower-end devices might not be able to fit LLMs into memory. We recommend using quantized models to reduce the memory footprint. +::: + +:::caution +Given computational constraints, our architecture is designed to support only one instance of the model runner at the time. Consequently, this means you can have only one active component leveraging `useLLM` concurrently. +::: + +### Arguments + +**`modelSource`** - A string that specifies the location of the model binary. For more information, take a look at [loading models](../fundamentals/loading-models.md) section. + +**`tokenizerSource`** - URL to the JSON file which contains the tokenizer + +**`tokenizerConfigSource`** - URL to the JSON file which contains the tokenizer config + +**`chatConfig`** - Object configuring chat management, contains following properties: + +- **`systemPrompt`** - Often used to tell the model what is its purpose, for example - "Be a helpful translator". + +- **`initialMessageHistory`** - An array of `MessageType` objects that represent the conversation history. This can be used to provide initial context to the model. + +- **`contextWindowLength`** - The number of messages from the current conversation that the model will use to generate a response. The higher the number, the more context the model will have. Keep in mind that using larger context windows will result in longer inference time and higher memory usage. + +**`toolsConfig`** - Object configuring options for enabling and managing tool use. **It will only have effect if your model's chat template support it**. Contains following properties: + +- **`tools`** - List of objects defining tools. + +- **`executeToolCallback`** - Function that accepts `ToolCall`, executes tool and returns the string to model. + +- **`displayToolCalls`** - If set to true, JSON tool calls will be displayed in chat. If false, only answers will be displayed. + +### Returns + +| Field | Type | Description | +| ------------------ | ------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| `messageHistory` | `MessageType[]` | State of the generated response. This field is updated with each token generated by the model | +| `response` | `string` | State of the generated response. This field is updated with each token generated by the model | +| `isReady` | `boolean` | Indicates whether the model is ready | +| `isGenerating` | `boolean` | Indicates whether the model is currently generating a response | +| `downloadProgress` | `number` | Represents the download progress as a value between 0 and 1, indicating the extent of the model file retrieval. | +| `error` | string | null | Contains the error message if the model failed to load | +| `sendMessage` | `(message: string, tools?: LLMTool[]) => Promise` | Method to add user message to conversation. After model responds, `messageHistory` will be updated with both user message and model response. | +| `deleteMessage` | `(index: number) => void` | Deletes all messages starting with message on `index` position. | +| `runInference` | `(input: string) => Promise` | Runs model inference with raw input string. You need to provide entire conversation and prompt (in correct format and with special tokens!) in input string to this method. It doesn't manage conversation context. It is intended for users that need access to the model itself without any wrapper. If you want simple chat with model consider using `sendMessage` | +| `interrupt` | `() => void` | Function to interrupt the current inference | + +## Sending a message + +In order to send a message to the model, one can use the following code: + +```typescript +const llm = useLLM({ + modelSource: LLAMA3_2_1B, + tokenizerSource: LLAMA3_2_TOKENIZER, + tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG, + chatConfig: { + systemPrompt: 'Be a helpful assistant', + initialMessageHistory: [], + contextWindowLength: 5, + }, +}); + +... +const message = 'Hi, who are you?'; +await llm.sendMessage(message); +... +``` + +## Listening for the response + +As you might've noticed, there is no return value from the `sendMessage` function. Instead, the `response` field of the model is updated with each token. +This is how you can render the response of the model: + +```typescript +... +return ( + {llm.response} +) +``` + +Behind the scenes, tokens are generated one by one, and the response property is updated with each token as it’s created. This means that the text component will re-render whenever llm.response gets updated. + +If you want to render entire conversation you can use `messageHistory` field: + +```typescript +return ( + + {llm.messageHistory.map((message) => ( + {message.content} + ))} + +) +``` + +Sometimes, you might want to stop the model while it’s generating. To do this, you can use `interrupt()`, which will halt the model and append the current response to the conversation history. + +There are also cases when you need to check if tokens are being generated, such as to conditionally render a stop button. We’ve made this easy with the `isGenerating` property. + +## Tool calling + +Sometimes text processing capabilities of LLMs are not enough. That's when you may want to introduce tool calling (also called function calling). It allows model to use external tools to perform its task. The tools may be any arbitrary function that you want your model to run. It may retrieve some data from 3rd party API. It may do an action inside an app like changing or it may use system APIs to interact with you phone (turning on torchlight, adding events to your calendar, changing volume etc.). + +```typescript +const TOOL_DEFINITIONS: LLMTool[] = [ + { + name: 'get_weather', + description: 'Get/check weather in given location.', + parameters: { + type: 'dict', + properties: { + location: { + type: 'string', + description: 'Location where user wants to check weather', + }, + }, + required: ['location'], + }, + }, +]; + +const llm = useLLM({ + modelSource: HAMMER2_1_1_5B, + tokenizerSource: HAMMER2_1_1_5B_TOKENIZER, + tokenizerConfigSource: HAMMER2_1_1_5B_TOKENIZER_CONFIG, + toolsConfig: { + tools: TOOL_DEFINITIONS, + // we don't implement any tool execution here + // we just want to showcase model's ability + executeToolCallback: async (call) => { + if (call.toolName == 'get_weather') { + console.log('Checking weather!'); + // perform call to some weather API + const mockResults = 'Weather is great!'; + return mockResult; + } + return null; + }, + // just for demo purpose + displayToolCalls: true, + }, +}); + +const message = `Hi, what's the weather like in Cracow right now?`; +await llm.sendMessage(message); +``` + +## Benchmarks + +### Model size + +| Model | XNNPACK [GB] | +| --------------------- | :----------: | +| LLAMA3_2_1B | 2.47 | +| LLAMA3_2_1B_SPINQUANT | 1.14 | +| LLAMA3_2_1B_QLORA | 1.18 | +| LLAMA3_2_3B | 6.43 | +| LLAMA3_2_3B_SPINQUANT | 2.55 | +| LLAMA3_2_3B_QLORA | 2.65 | + +### Memory usage + +| Model | Android (XNNPACK) [GB] | iOS (XNNPACK) [GB] | +| --------------------- | :--------------------: | :----------------: | +| LLAMA3_2_1B | 3.2 | 3.1 | +| LLAMA3_2_1B_SPINQUANT | 1.9 | 2 | +| LLAMA3_2_1B_QLORA | 2.2 | 2.5 | +| LLAMA3_2_3B | 7.1 | 7.3 | +| LLAMA3_2_3B_SPINQUANT | 3.7 | 3.8 | +| LLAMA3_2_3B_QLORA | 4 | 4.1 | + +### Inference time + +| Model | iPhone 16 Pro (XNNPACK) [tokens/s] | iPhone 13 Pro (XNNPACK) [tokens/s] | iPhone SE 3 (XNNPACK) [tokens/s] | Samsung Galaxy S24 (XNNPACK) [tokens/s] | OnePlus 12 (XNNPACK) [tokens/s] | +| --------------------- | :--------------------------------: | :--------------------------------: | :------------------------------: | :-------------------------------------: | :-----------------------------: | +| LLAMA3_2_1B | 16.1 | 11.4 | ❌ | 15.6 | 19.3 | +| LLAMA3_2_1B_SPINQUANT | 40.6 | 16.7 | 16.5 | 40.3 | 48.2 | +| LLAMA3_2_1B_QLORA | 31.8 | 11.4 | 11.2 | 37.3 | 44.4 | +| LLAMA3_2_3B | ❌ | ❌ | ❌ | ❌ | 7.1 | +| LLAMA3_2_3B_SPINQUANT | 17.2 | 8.2 | ❌ | 16.2 | 19.4 | +| LLAMA3_2_3B_QLORA | 14.5 | ❌ | ❌ | 14.8 | 18.1 | + +❌ - Insufficient RAM. diff --git a/docs/docs/speech-to-text/useSpeechToText.md b/docs/docs/natural-language-processing/useSpeechToText.md similarity index 81% rename from docs/docs/speech-to-text/useSpeechToText.md rename to docs/docs/natural-language-processing/useSpeechToText.md index d55d02b48..dd5b751d1 100644 --- a/docs/docs/speech-to-text/useSpeechToText.md +++ b/docs/docs/natural-language-processing/useSpeechToText.md @@ -1,6 +1,6 @@ --- title: useSpeechToText -sidebar_position: 1 +sidebar_position: 2 keywords: [ speech to text, @@ -26,7 +26,7 @@ Currently, we do not support direct microphone input streaming to the model. Ins ::: :::caution -It is recommended to use models provided by us, which are available at our [Hugging Face repository](https://huggingface.co/software-mansion/react-native-executorch-moonshine-tiny). You can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library +It is recommended to use models provided by us, which are available at our [Hugging Face repository](https://huggingface.co/software-mansion/react-native-executorch-moonshine-tiny). You can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library. ::: ## Reference @@ -70,7 +70,7 @@ Given that STT models can process audio no longer than 30 seconds, there is a ne ### Arguments **`modelName`** -A literal of `"moonshine" | "whisper"` which serves as an identifier for which model should be used. +A literal of `"moonshine" | "whisper" | "whisperMultilingual` which serves as an identifier for which model should be used. **`encoderSource?`** A string that specifies the location of a .pte file for the encoder. For further information on passing model sources, check out [Loading Models](https://docs.swmansion.com/react-native-executorch/docs/fundamentals/loading-models). Defaults to [constants](https://github.com/software-mansion/react-native-executorch/blob/main/src/constants/modelUrls.ts) for given model. @@ -94,7 +94,7 @@ Specifies config for both `overlapSeconds` and `windowSize` values. Three option | Field | Type | Description | | -------------------- | ------------------------------------------------------------------------------------------------------------------------ | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| `transcribe` | `(input: number[]) => Promise` | Starts a transcription process for a given input array, which should be a waveform at 16kHz. Resolves a promise with the output transcription when the model is finished. | +| `transcribe` | `(input: number[], audioLanguage?: SpeechToTextLanguage) => Promise` | Starts a transcription process for a given input array, which should be a waveform at 16kHz. Resolves a promise with the output transcription when the model is finished. For multilingual models, you have to specify the audioLanguage flag, which is the language of the spoken language in the audio. | | `error` | Error | undefined | Contains the error message if the model failed to load. | | `sequence` | string | This property is updated with each generated token. If you're looking to obtain tokens as they're generated, you should use this property. | | `isGenerating` | `boolean` | Indicates whether the model is currently processing an inference. | @@ -102,9 +102,107 @@ Specifies config for both `overlapSeconds` and `windowSize` values. Three option | `configureStreaming` | (overlapSeconds?: number, windowSize?: number, streamingConfig?: 'fast' | 'balanced' | 'quality') | Configures options for the streaming algorithm:
  • `overlapSeconds` determines how much adjacent audio chunks overlap (increasing it slows down transcription, decreases probability of weird wording at the chunks intersection, setting it larger than 3 seconds generally is discouraged),
  • `windowSize` describes size of the audio chunks (increasing it speeds up the end to end transcription time, but increases latency for the first token to be returned),
  • `streamingConfig` predefined configs for `windowSize` and `overlapSeconds` values.
Keep `windowSize + 2 * overlapSeconds <= 30`. | | `downloadProgress` | `number` | Tracks the progress of the model download process. | +
+Type definitions + +```typescript +enum SpeechToTextLanguage { + Afrikaans = 'af', + Albanian = 'sq', + Arabic = 'ar', + Armenian = 'hy', + Azerbaijani = 'az', + Basque = 'eu', + Belarusian = 'be', + Bengali = 'bn', + Bosnian = 'bs', + Bulgarian = 'bg', + Burmese = 'my', + Catalan = 'ca', + Chinese = 'zh', + Croatian = 'hr', + Czech = 'cs', + Danish = 'da', + Dutch = 'nl', + Estonian = 'et', + English = 'en', + Finnish = 'fi', + French = 'fr', + Galician = 'gl', + Georgian = 'ka', + German = 'de', + Greek = 'el', + Gujarati = 'gu', + HaitianCreole = 'ht', + Hebrew = 'he', + Hindi = 'hi', + Hungarian = 'hu', + Icelandic = 'is', + Indonesian = 'id', + Italian = 'it', + Japanese = 'ja', + Kannada = 'kn', + Kazakh = 'kk', + Khmer = 'km', + Korean = 'ko', + Lao = 'lo', + Latvian = 'lv', + Lithuanian = 'lt', + Macedonian = 'mk', + Malagasy = 'mg', + Malay = 'ms', + Malayalam = 'ml', + Maltese = 'mt', + Marathi = 'mr', + Nepali = 'ne', + Norwegian = 'no', + Persian = 'fa', + Polish = 'pl', + Portuguese = 'pt', + Punjabi = 'pa', + Romanian = 'ro', + Russian = 'ru', + Serbian = 'sr', + Sinhala = 'si', + Slovak = 'sk', + Slovenian = 'sl', + Spanish = 'es', + Sundanese = 'su', + Swahili = 'sw', + Swedish = 'sv', + Tagalog = 'tl', + Tajik = 'tg', + Tamil = 'ta', + Telugu = 'te', + Thai = 'th', + Turkish = 'tr', + Ukrainian = 'uk', + Urdu = 'ur', + Uzbek = 'uz', + Vietnamese = 'vi', + Welsh = 'cy', + Yiddish = 'yi', +} +``` + +
+ ## Running the model -Before running the model's `transcribe` method be sure to obtain waveform of the audio You wish to transcribe. You need to obtain the waveform from audio on your own (remember to use sampling rate of 16kHz!), in the snippet above we provide an example how you can do that. In the latter case just pass the obtained waveform as argument to the `transcribe` method which returns a promise resolving to the generated tokens when successful. If the model fails during inference the `error` property contains details of the error. If you want to obtain tokens in a streaming fashion, you can also use the sequence property, which is updated with each generated token, similar to the [useLLM](../llms/useLLM.md) hook. +Before running the model's `transcribe` method be sure to obtain waveform of the audio You wish to transcribe. You need to obtain the waveform from audio on your own (remember to use sampling rate of 16kHz!), in the snippet above we provide an example how you can do that. In the latter case just pass the obtained waveform as argument to the `transcribe` method which returns a promise resolving to the generated tokens when successful. If the model fails during inference the `error` property contains details of the error. If you want to obtain tokens in a streaming fashion, you can also use the sequence property, which is updated with each generated token, similar to the [useLLM](../natural-language-processing/useLLM.md) hook. + +#### Multilingual transcription + +If you aim to obtain a transcription in other languages than English, in v0.4.0 we introduced a new model - `whisperMultilingual`, a multilingual version of Whisper. To obtain the output text in your desired language, make sure pass `audioLanguage` to `transcribe`. You should not pass this flag if you're using a non-multilingual model. For example: + +```typescript +import { SpeechToTextLanguage } from 'react-native-executorch'; + +// Rest of your code... +const mySpanishAudio = ...; +await model.transcribe(mySpanishAudio, SpeechToTextLanguage.Spanish); +// Rest of your code... +``` ## Example @@ -129,17 +227,18 @@ function App() { title="Transcribe" /> {error ? error : sequence} - + **** ); } ``` ## Supported models -| Model | Language | -| --------------------------------------------------------------------- | :------: | -| [Whisper tiny.en](https://huggingface.co/openai/whisper-tiny.en) | English | -| [Moonshine tiny](https://huggingface.co/UsefulSensors/moonshine-tiny) | English | +| Model | Language | +| --------------------------------------------------------------------- | :----------: | +| [Whisper tiny.en](https://huggingface.co/openai/whisper-tiny.en) | English | +| [Whisper tiny](https://huggingface.co/openai/whisper-tiny) | Multilingual | +| [Moonshine tiny](https://huggingface.co/UsefulSensors/moonshine-tiny) | English | ## Benchmarks diff --git a/docs/docs/natural-language-processing/useTextEmbeddings.md b/docs/docs/natural-language-processing/useTextEmbeddings.md new file mode 100644 index 000000000..408984ca5 --- /dev/null +++ b/docs/docs/natural-language-processing/useTextEmbeddings.md @@ -0,0 +1,143 @@ +--- +title: useTextEmbeddings +sidebar_position: 3 +keywords: + [ + text embedding, + text embeddings, + embeddings, + react native, + executorch, + ai, + machine learning, + on-device, + mobile ai, + ] +description: "Learn how to use text embeddings models in your React Native applications with React Native ExecuTorch's useTextEmbeddings hook." +--- + +Text Embedding is the process of converting text into a numerical representation. This representation can be used for various natural language processing tasks, such as semantic search, text classification, and clustering. + +:::caution +It is recommended to use models provided by us, which are available at our [Hugging Face repository](https://huggingface.co/software-mansion/react-native-executorch-all-MiniLM-L6-v2). You can also use [constants](https://github.com/software-mansion/react-native-executorch/tree/main/src/constants/modelUrls.ts) shipped with our library. +::: + +## Reference + +```typescript +import { + useTextEmbeddings, + ALL_MINILM_L6_V2, + ALL_MINILM_L6_V2_TOKENIZER, +} from 'react-native-executorch'; + +const model = useTextEmbeddings({ + modelSource: ALL_MINILM_L6_V2, + tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER, +}); + +try { + const embedding = await model.forward('Hello World!'); +} catch (error) { + console.error(error); +} +``` + +### Arguments + +**`modelSource`** +A string that specifies the location of the model binary. For more information, take a look at [loading models](../fundamentals/loading-models.md) page. + +**`tokenizerSource`** +A string that specifies the location of the tokenizer JSON file. + +### Returns + +| Field | Type | Description | +| ------------------ | -------------------------------------- | --------------------------------------------------------------------------------- | +| `forward` | `(input: string) => Promise` | Executes the model's forward pass, where `input` is a text that will be embedded. | +| `error` | string | null | Contains the error message if the model failed to load. | +| `isGenerating` | `boolean` | Indicates whether the model is currently processing an inference. | +| `isReady` | `boolean` | Indicates whether the model has successfully loaded and is ready for inference. | +| `downloadProgress` | `number` | Represents the download progress as a value between 0 and 1. | + +## Running the model + +To run the model, you can use the `forward` method. It accepts one argument, which is a string representing the text you want to embed. The function returns a promise, which can resolve either to an error or an array of numbers representing the embedding. + +:::info +The returned embedding vector is normalized, meaning that its length is equal to 1. This allows for easier comparison of vectors using cosine similarity, just calculate the dot product of two vectors to get the cosine similarity score. +::: + +## Example + +```typescript +import { + useTextEmbeddings, + ALL_MINILM_L6_V2, + ALL_MINILM_L6_V2_TOKENIZER, +} from 'react-native-executorch'; + +const dotProduct = (a: number[], b: number[]) => + a.reduce((sum, val, i) => sum + val * b[i], 0); + +function App() { + const model = useTextEmbeddings({ + modelSource: ALL_MINILM_L6_V2, + tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER, + }); + + ... + + try { + const helloWorldEmbedding = await model.forward('Hello World!'); + const goodMorningEmbedding = await model.forward('Good Morning!'); + + // The embeddings are normalized, so we can use dot product to calculate cosine similarity + const similarity = dotProduct( + helloWorldEmbedding, + goodMorningEmbedding + ); + + console.log(`Cosine similarity: ${similarity}`); + } catch (error) { + console.error(error); + } + + ... +} +``` + +## Supported models + +| Model | Language | Max Tokens | Embedding Dimensions | +| --------------------------------------------------------------------------------- | :------: | :--------: | :------------------: | +| [all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) | English | 256 | 384 | + +**`Max Tokens`** - the maximum number of tokens that can be processed by the model. If the input text exceeds this limit, it will be truncated. + +**`Embedding Dimensions`** - the size of the output embedding vector. This is the number of dimensions in the vector representation of the input text. + +## Benchmarks + +### Model size + +| Model | XNNPACK [MB] | +| ---------------- | :----------: | +| ALL_MINILM_L6_V2 | 91 | + +### Memory usage + +| Model | Android (XNNPACK) [MB] | iOS (XNNPACK) [MB] | +| ---------------- | :--------------------: | :----------------: | +| ALL_MINILM_L6_V2 | 140 | 64 | + +### Inference time + +:::warning warning +Times presented in the tables are measured as consecutive runs of the model. Initial run times may be up to 2x longer due to model loading and initialization. +::: + +| Model | iPhone 16 Pro (XNNPACK) [ms] | iPhone 14 Pro Max (XNNPACK) [ms] | iPhone SE 3 (XNNPACK) [ms] | Samsung Galaxy S24 (XNNPACK) | OnePlus 12 (XNNPACK) [ms] | +| ---------------- | :--------------------------: | :------------------------------: | :------------------------: | :--------------------------: | :-----------------------: | +| ALL_MINILM_L6_V2 | 105 | 126 | 151 | 165 | 152 | diff --git a/docs/docs/natural-language-processing/useTokenizer.md b/docs/docs/natural-language-processing/useTokenizer.md new file mode 100644 index 000000000..0fae7ece6 --- /dev/null +++ b/docs/docs/natural-language-processing/useTokenizer.md @@ -0,0 +1,109 @@ +--- +title: useTokenizer +sidebar_position: 4 +keywords: + [ + tokenizer, + text tokenizer, + tokenization, + react native, + executorch, + ai, + machine learning, + on-device, + mobile ai, + ] +description: "Learn how to tokenize your text in your React Native applications using React Native ExecuTorch's useTokenizer hook." +--- + +Tokenization is the process of breaking down text into smaller units called tokens. It’s a crucial step in natural language processing that +converts text into a format that machine learning models can understand. + +:::info +We are using [Hugging Face Tokenizers](https://huggingface.co/docs/tokenizers/index) under the hood, ensuring compatibility with the Hugging Face ecosystem. +::: + +## Reference + +```typescript +import { + useTokenizer, + ALL_MINILM_L6_V2_TOKENIZER, +} from 'react-native-executorch'; + +const tokenizer = useTokenizer({ + tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER, +}); + +const text = 'Hello, world!'; + +try { + // Tokenize the text + const tokens = await tokenizer.encode(text); + console.log('Tokens:', tokens); + + // Decode the tokens back to text + const decodedText = await tokenizer.decode(tokens); + console.log('Decoded text:', decodedText); +} catch (error) { + console.error('Error tokenizing text:', error); +} +``` + +## Arguments + +A string that specifies the path or URI of the tokenizer JSON file. + +### Returns + +| Field | Type | Description | +| ------------------ | ------------------------------------- | --------------------------------------------------------------------- | +| `encode` | `(text: string) => Promise` | Converts a string into an array of token IDs. | +| `decode` | `(ids: number[]) => Promise` | Converts an array of token IDs into a string. | +| `getVocabSize` | `() => Promise` | Returns the size of the tokenizer's vocabulary. | +| `idToToken` | `(id: number) => Promise` | Returns the token associated to the ID. | +| `tokenToId` | `(token: string) => Promise` | Returns the ID associated to the token. | +| `error` | string | null | Contains the error message if the tokenizer failed to load. | +| `isGenerating` | `boolean` | Indicates whether the tokenizer is currently running. | +| `isReady` | `boolean` | Indicates whether the tokenizer has successfully loaded and is ready. | +| `downloadProgress` | `number` | Represents the download progress as a value between 0 and 1. | + +## Example + +```typescript +import { + useTokenizer, + ALL_MINILM_L6_V2_TOKENIZER, +} from 'react-native-executorch'; + +function App() { + const tokenizer = useTokenizer({ + tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER, + }); + + ... + + try { + const text = 'Hello, world!'; + + const vocabSize = await tokenizer.getVocabSize(); + console.log('Vocabulary size:', vocabSize); + + const tokens = await tokenizer.encode(text); + console.log('Token IDs:', tokens); + + const decoded = await tokenizer.decode(tokens); + console.log('Decoded text:', decoded); + + const tokenId = await tokenizer.tokenToId('hello'); + console.log('Token ID for "Hello":', tokenId); + + const token = await tokenizer.idToToken(tokenId); + console.log('Token for ID:', token); + } catch (error) { + console.error(error); + } + + ... +} +``` diff --git a/docs/docs/hookless-api/ClassificationModule.md b/docs/docs/typescript-api/ClassificationModule.md similarity index 92% rename from docs/docs/hookless-api/ClassificationModule.md rename to docs/docs/typescript-api/ClassificationModule.md index 2e62cbd4a..795437c4f 100644 --- a/docs/docs/hookless-api/ClassificationModule.md +++ b/docs/docs/typescript-api/ClassificationModule.md @@ -1,9 +1,8 @@ --- title: ClassificationModule -sidebar_position: 1 --- -Hookless implementation of the [useClassification](../computer-vision/useClassification.md) hook. +TypeScript API implementation of the [useClassification](../computer-vision/useClassification.md) hook. ## Reference @@ -34,7 +33,7 @@ const classesWithProbabilities = await ClassificationModule.forward(imageUri); Type definitions ```typescript -type ResourceSource = string | number; +type ResourceSource = string | number | object; ``` diff --git a/docs/docs/hookless-api/ExecutorchModule.md b/docs/docs/typescript-api/ExecutorchModule.md similarity index 96% rename from docs/docs/hookless-api/ExecutorchModule.md rename to docs/docs/typescript-api/ExecutorchModule.md index 0b8709522..484515e6d 100644 --- a/docs/docs/hookless-api/ExecutorchModule.md +++ b/docs/docs/typescript-api/ExecutorchModule.md @@ -1,9 +1,8 @@ --- title: ExecuTorchModule -sidebar_position: 2 --- -Hookless implementation of the [useExecutorchModule](../module-api/executorch-bindings.md) hook. +TypeScript API implementation of the [useExecutorchModule](../executorch-bindings/useExecutorchModule.md) hook. ## Reference @@ -38,7 +37,7 @@ const output = await ExecutorchModule.forward(input, shape); Type definitions ```typescript -type ResourceSource = string | number; +type ResourceSource = string | number | object; export type ETInput = | Int8Array diff --git a/docs/docs/typescript-api/ImageSegmentationModule.md b/docs/docs/typescript-api/ImageSegmentationModule.md new file mode 100644 index 000000000..d29906e66 --- /dev/null +++ b/docs/docs/typescript-api/ImageSegmentationModule.md @@ -0,0 +1,60 @@ +--- +title: ImageSegmentationModule +--- + +TypeScript API implementation of the [useImageSegmentation](../computer-vision/useImageSegmentation.md) hook. + +## Reference + +```typescript +import { + ImageSegmentationModule, + DEEPLAB_V3_RESNET50, +} from 'react-native-executorch'; + +const imageUri = 'path/to/image.png'; + +// Loading the model +await ImageSegmentationModule.load(DEEPLAB_V3_RESNET50); + +// Running the model +const outputDict = await StyleTransferModule.forward(imageUri); +``` + +### Methods + +| Method | Type | Description | +| -------------------- | ---------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| `load` | `(modelSource: ResourceSource): Promise` | Loads the model, where `modelSource` is a string that specifies the location of the model binary. | +| `forward` | `(input: string, classesOfInterest?: DeeplabLabel[], resize?: boolean) => Promise<{[key in DeeplabLabel]?: number[]}>` | Executes the model's forward pass, where :
\* `input` can be a fetchable resource or a Base64-encoded string.
\* `classesOfInterest` is an optional list of `DeeplabLabel` used to indicate additional arrays of probabilities to output (see section "Running the model"). The default is an empty list.
\* `resize` is an optional boolean to indicate whether the output should be resized to the original image dimensions, or left in the size of the model (see section "Running the model"). The default is `false`.

The return is a dictionary containing:
\* for the key `DeeplabLabel.ARGMAX` an array of integers corresponding to the most probable class for each pixel
\* an array of floats for each class from `classesOfInterest` corresponding to the probabilities for this class. | +| `onDownloadProgress` | `(callback: (downloadProgress: number) => void): any` | Subscribe to the download progress event. | + +
+Type definitions + +```typescript +type ResourceSource = string | number | object; +``` + +
+ +## Loading the model + +To load the model, use the `load` method. It accepts the `modelSource` which is a string that specifies the location of the model binary. For more information, take a look at [loading models](../fundamentals/loading-models.md) page. This method returns a promise, which can resolve to an error or void. + +## Running the model + +To run the model, you can use the `forward` method. It accepts three arguments: a required image, an optional list of classes, and an optional flag whether to resize the output to the original dimensions. + +- The image can be a remote URL, a local file URI, or a base64-encoded image. +- The `classesOfInterest` list contains classes for which to output the full results. By default the list is empty, and only the most probable classes are returned (essentially an arg max for each pixel). Look at `DeeplabLabel` enum for possible classes. +- The `resize` flag says whether the output will be rescaled back to the size of the image you put in. The default is `false`. The model runs inference on a scaled (probably smaller) version of your image (224x224 for the `DEEPLAB_V3_RESNET50`). If you choose to resize, the output will be `number[]` of size `width * height` of your original image. + +:::caution +Setting `resize` to true will make `forward` slower. +::: + +`forward` returns a promise which can resolve either to an error or a dictionary containing number arrays with size depending on `resize`: + +- For the key `DeeplabLabel.ARGMAX` the array contains for each pixel an integer corresponding to the class with the highest probability. +- For every other key from `DeeplabLabel`, if the label was included in `classesOfInterest` the dictionary will contain an array of floats corresponding to the probability of this class for every pixel. diff --git a/docs/docs/typescript-api/LLMModule.md b/docs/docs/typescript-api/LLMModule.md new file mode 100644 index 000000000..684fe69d7 --- /dev/null +++ b/docs/docs/typescript-api/LLMModule.md @@ -0,0 +1,141 @@ +--- +title: LLMModule +sidebar_position: 3 +--- + +TypeScript API implementation of the [useLLM](../natural-language-processing/useLLM.md) hook. + +## Reference + +```typescript +import { + LLAMA3_2_1B_QLORA, + LLAMA3_2_TOKENIZER, + LLAMA3_2_TOKENIZER_CONFIG, + LLMModule, +} from 'react-native-executorch'; + +const printDownloadProgress = (progress: number) => { + console.log(progress); +}; + +// Loading the model +await LLMModule.load( + { + modelSource:, + tokenizerSource: LLAMA3_2_TOKENIZER, + tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG, + onDownloadProgressCallback: printDownloadProgress, + } +); + +// Running the model +await LLMModule.sendMessage('Hello, World!'); + +// Interrupting the model (to actually interrupt the generation it would have to be called when sendMessage or runInference is running) +LLMModule.interrupt(); + +// Deleting the model from memory +LLMModule.delete(); +``` + +### Methods + +| Method | Type | Description | +| -------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| `load` | `({ modelSource: ResourceSource, tokenizerSource: ResourceSource, tokenizerConfigSource: ResourceSource, chatConfig?: Partial, onDownloadProgressCallback?: (downloadProgress: number) => void, responseCallback?: (response: string) => void, messageHistoryCallback?: (messageHistory: MessageType[]) => void}) => Promise` | Loads the model. Checkout the [loading the model](#loading-the-model) section for details. | +| `sendMessage` | `(message: string, tools?: LLMTool[]) => Promise` | Method to add user message to conversation. After model responds it will call`messageHistoryCallback()`containing both user message and model response. It also returns them. | +| `runInference` | `(input: string) => Promise` | Runs model inference with raw input string. You need to provide entire conversation and prompt (in correct format and with special tokens!) in input string to this method. It doesn't manage conversation context. It is intended for users that need access to the model itself without any wrapper. If you want simple chat with model consider using`sendMessage` | +| `delete` | `() => void` | Method to delete the model from memory. | +| `interrupt` | `() => void` | Interrupts model generation. | + +
+Type definitions + +```typescript +type ResourceSource = string | number; + +type MessageRole = 'user' | 'assistant' | 'system'; + +interface MessageType { + role: MessageRole; + content: string; +} +interface ChatConfig { + initialMessageHistory: MessageType[]; + contextWindowLength: number; + systemPrompt: string; +} + +// tool calling +interface ToolsConfig { + tools: LLMTool[]; + executeToolCallback: (call: ToolCall) => Promise; + displayToolCalls?: boolean; +} + +interface ToolCall { + toolName: string; + arguments: Object; +} + +type LLMTool = Object; +``` + +
+ +## Loading the model + +To load the model, use the `load` method. It accepts object with following fields: + +**`modelSource`** - A string that specifies the location of the model binary. + +**`tokenizerSource`** - URL to the JSON file which contains the tokenizer. + +**`tokenizerConfigSource`** - URL to the JSON file which contains the tokenizer config. + +**`chatConfig`** - Object configuring chat management: + +- **`systemPrompt`** - Often used to tell the model what is its purpose, for example - "Be a helpful translator". + +- **`initialMessageHistory`** - An array of `MessageType` objects that represent the conversation history. This can be used to provide initial context to the model. + +- **`contextWindowLength`** - The number of messages from the current conversation that the model will use to generate a response. The higher the number, the more context the model will have. Keep in mind that using larger context windows will result in longer inference time and higher memory usage. + +**`toolsConfig`** - Object configuring options for enabling and managing tool use. **It will only have effect if your model's chat template support it**. Contains following properties: + +- **`tools`** - List of objects defining tools. + +- **`executeToolCallback`** - Function that accepts `ToolCall`, executes tool and returns the string to model. + +- **`displayToolCalls`** - If set to true, JSON tool calls will be displayed in chat. If false, only answers will be displayed. + +**`onDownloadProgressCallback`** - Function that will be called on download progress. + +**`responseCallback`** - Function that will be called on every generated token. + +**`messageHistoryCallback`** - Function that will be called on every finished message. Returns entire message history. + +This method returns a promise, which can resolve to an error or void. + +## Listening for download progress + +To subscribe to the download progress event, you can pass the `modelDownloadProgressCallback` functions to constructor. This function will be called whenever the download progress changes. + +## Running the model + +To run the model, you can use the `sendMessage` method. It accepts the user message. After model responds it will return new message history containing both user message and model response.. Additionally, it will call `messageHistoryCallback`. + +Alternatively, you can use `runInference`. It provides direct access to the model, without any wrapper, so the input string is passed straight into the model. If you're not sure what are implications of that, you're better off with `sendMessage` + +## Listening for token + +To subscribe to the token generation event, you can pass `responseCallback` or `messageHistoryCallback` functions to constructor. `responseCallback` is called on every token and contains only the most recent model response and `messageHistoryCallback` is called whenever model finishes generation and contains all message history including user's and model's last messages. + +## Interrupting the model + +In order to interrupt the model, you can use the `interrupt` method. + +## Deleting the model from memory + +To delete the model from memory, you can use the `delete` method. diff --git a/docs/docs/hookless-api/OCRModule.md b/docs/docs/typescript-api/OCRModule.md similarity index 84% rename from docs/docs/hookless-api/OCRModule.md rename to docs/docs/typescript-api/OCRModule.md index 493371196..eadfbb5f6 100644 --- a/docs/docs/hookless-api/OCRModule.md +++ b/docs/docs/typescript-api/OCRModule.md @@ -1,9 +1,8 @@ --- title: OCRModule -sidebar_position: 6 --- -Hookless implementation of the [useOCR](../computer-vision/useOCR.md) hook. +TypeScript API implementation of the [useOCR](../computer-vision/useOCR.md) hook. ## Reference @@ -50,7 +49,71 @@ interface RecognizerSources { recognizerSmall: string | number; } -type OCRLanguage = 'en'; +type OCRLanguage = + | 'abq' + | 'ady' + | 'af' + | 'ava' + | 'az' + | 'be' + | 'bg' + | 'bs' + | 'ch_sim' + | 'che' + | 'cs' + | 'cy' + | 'da' + | 'dar' + | 'de' + | 'en' + | 'es' + | 'et' + | 'fr' + | 'ga' + | 'hr' + | 'hu' + | 'id' + | 'inh' + | 'ic' + | 'it' + | 'ja' + | 'kbd' + | 'kn' + | 'ko' + | 'ku' + | 'la' + | 'lbe' + | 'lez' + | 'lt' + | 'lv' + | 'mi' + | 'mn' + | 'ms' + | 'mt' + | 'nl' + | 'no' + | 'oc' + | 'pi' + | 'pl' + | 'pt' + | 'ro' + | 'ru' + | 'rs_cyrillic' + | 'rs_latin' + | 'sk' + | 'sl' + | 'sq' + | 'sv' + | 'sw' + | 'tab' + | 'te' + | 'th' + | 'tjk' + | 'tl' + | 'tr' + | 'uk' + | 'uz' + | 'vi'; interface Point { x: number; diff --git a/docs/docs/hookless-api/ObjectDetectionModule.md b/docs/docs/typescript-api/ObjectDetectionModule.md similarity index 93% rename from docs/docs/hookless-api/ObjectDetectionModule.md rename to docs/docs/typescript-api/ObjectDetectionModule.md index 6c730b7fe..eca529641 100644 --- a/docs/docs/hookless-api/ObjectDetectionModule.md +++ b/docs/docs/typescript-api/ObjectDetectionModule.md @@ -1,9 +1,8 @@ --- title: ObjectDetectionModule -sidebar_position: 5 --- -Hookless implementation of the [useObjectDetection](../computer-vision/useObjectDetection.md) hook. +TypeScript API implementation of the [useObjectDetection](../computer-vision/useObjectDetection.md) hook. ## Reference @@ -34,7 +33,7 @@ const detections = await ObjectDetectionModule.forward(imageUri); Type definitions ```typescript -type ResourceSource = string | number; +type ResourceSource = string | number | object; interface Bbox { x1: number; diff --git a/docs/docs/hookless-api/SpeechToTextModule.md b/docs/docs/typescript-api/SpeechToTextModule.md similarity index 56% rename from docs/docs/hookless-api/SpeechToTextModule.md rename to docs/docs/typescript-api/SpeechToTextModule.md index f31087d37..c006baa75 100644 --- a/docs/docs/hookless-api/SpeechToTextModule.md +++ b/docs/docs/typescript-api/SpeechToTextModule.md @@ -1,9 +1,8 @@ --- title: SpeechToTextModule -sidebar_position: 6 --- -Hookless implementation of the [useSpeechToText](../speech-to-text/useSpeechToText.md) hook. +TypeScript API implementation of the [useSpeechToText](../natural-language-processing/useSpeechToText.md) hook. ## Reference @@ -38,19 +37,97 @@ const transcribedText = await SpeechToTextModule.transcribe(waveform); ### Methods -| Method | Type | Description | -| -------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -| `load` | (modelName: 'whisper' | 'moonshine, transcribeCallback?: (sequence: string) => void, modelDownloadProgressCallback?: (downloadProgress: number) => void, encoderSource?: ResourceSource, decoderSource?: ResourceSource, tokenizerSource?: ResourceSource) | Loads the model specified with `modelName`, where `encoderSource`, `decoderSource`, `tokenizerSource` are strings specifying the location of the binaries for the models. `modelDownloadProgressCallback` allows you to monitor the current progress of the model download, while `transcribeCallback` is invoked with each generated token | -| `transcribe` | `(waveform: number[]): Promise` | Starts a transcription process for a given input array, which should be a waveform at 16kHz. Resolves a promise with the output transcription when the model is finished. | -| `encode` | `(waveform: number[]) => Promise` | Runs the encoding part of the model. Returns a float array representing the output of the encoder. | -| `decode` | `(tokens: number[], encodings?: number[]) => Promise` | Runs the decoder of the model. Returns a single token representing a next token in the output sequence. If `encodings` are provided then they are used for decoding process, if not then the cached encodings from most recent `encode` call are used. The cached option is much faster due to very large overhead for communication between native and react layers. | -| `configureStreaming` | (overlapSeconds?: number, windowSize?: number, streamingConfig?: 'fast' | 'balanced' | 'quality') => void | Configures options for the streaming algorithm:
  • `overlapSeconds` determines how much adjacent audio chunks overlap (increasing it slows down transcription, decreases probability of weird wording at the chunks intersection, setting it larger than 3 seconds generally is discouraged),
  • `windowSize` describes size of the audio chunks (increasing it speeds up the end to end transcription time, but increases latency for the first token to be returned),
  • `streamingConfig` predefined configs for `windowSize` and `overlapSeconds` values.
Keep `windowSize + 2 * overlapSeconds <= 30`. | +| Method | Type | Description | +| -------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| `load` | (modelName: 'whisper' | 'moonshine' | 'whisperMultilingual', transcribeCallback?: (sequence: string) => void, modelDownloadProgressCallback?: (downloadProgress: number) => void, encoderSource?: ResourceSource, decoderSource?: ResourceSource, tokenizerSource?: ResourceSource) | Loads the model specified with `modelName`, where `encoderSource`, `decoderSource`, `tokenizerSource` are strings specifying the location of the binaries for the models. `modelDownloadProgressCallback` allows you to monitor the current progress of the model download, while `transcribeCallback` is invoked with each generated token | +| `transcribe` | `(waveform: number[], audioLanguage?: SpeechToTextLanguage): Promise` | Starts a transcription process for a given input array, which should be a waveform at 16kHz. Resolves a promise with the output transcription when the model is finished. For multilingual models, you have to specify the audioLanguage flag, which is the language of the spoken language in the audio. | +| `encode` | `(waveform: number[]) => Promise` | Runs the encoding part of the model. Returns a float array representing the output of the encoder. | +| `decode` | `(tokens: number[], encodings?: number[]) => Promise` | Runs the decoder of the model. Returns a single token representing a next token in the output sequence. If `encodings` are provided then they are used for decoding process, if not then the cached encodings from most recent `encode` call are used. The cached option is much faster due to very large overhead for communication between native and react layers. | +| `configureStreaming` | (overlapSeconds?: number, windowSize?: number, streamingConfig?: 'fast' | 'balanced' | 'quality') => void | Configures options for the streaming algorithm:
  • `overlapSeconds` determines how much adjacent audio chunks overlap (increasing it slows down transcription, decreases probability of weird wording at the chunks intersection, setting it larger than 3 seconds generally is discouraged),
  • `windowSize` describes size of the audio chunks (increasing it speeds up the end to end transcription time, but increases latency for the first token to be returned),
  • `streamingConfig` predefined configs for `windowSize` and `overlapSeconds` values.
Keep `windowSize + 2 * overlapSeconds <= 30`. |
Type definitions ```typescript -type ResourceSource = string | number; +type ResourceSource = string | number | object; + +enum SpeechToTextLanguage { + Afrikaans = 'af', + Albanian = 'sq', + Arabic = 'ar', + Armenian = 'hy', + Azerbaijani = 'az', + Basque = 'eu', + Belarusian = 'be', + Bengali = 'bn', + Bosnian = 'bs', + Bulgarian = 'bg', + Burmese = 'my', + Catalan = 'ca', + Chinese = 'zh', + Croatian = 'hr', + Czech = 'cs', + Danish = 'da', + Dutch = 'nl', + Estonian = 'et', + English = 'en', + Finnish = 'fi', + French = 'fr', + Galician = 'gl', + Georgian = 'ka', + German = 'de', + Greek = 'el', + Gujarati = 'gu', + HaitianCreole = 'ht', + Hebrew = 'he', + Hindi = 'hi', + Hungarian = 'hu', + Icelandic = 'is', + Indonesian = 'id', + Italian = 'it', + Japanese = 'ja', + Kannada = 'kn', + Kazakh = 'kk', + Khmer = 'km', + Korean = 'ko', + Lao = 'lo', + Latvian = 'lv', + Lithuanian = 'lt', + Macedonian = 'mk', + Malagasy = 'mg', + Malay = 'ms', + Malayalam = 'ml', + Maltese = 'mt', + Marathi = 'mr', + Nepali = 'ne', + Norwegian = 'no', + Persian = 'fa', + Polish = 'pl', + Portuguese = 'pt', + Punjabi = 'pa', + Romanian = 'ro', + Russian = 'ru', + Serbian = 'sr', + Sinhala = 'si', + Slovak = 'sk', + Slovenian = 'sl', + Spanish = 'es', + Sundanese = 'su', + Swahili = 'sw', + Swedish = 'sv', + Tagalog = 'tl', + Tajik = 'tg', + Tamil = 'ta', + Telugu = 'te', + Thai = 'th', + Turkish = 'tr', + Ukrainian = 'uk', + Urdu = 'ur', + Uzbek = 'uz', + Vietnamese = 'vi', + Welsh = 'cy', + Yiddish = 'yi', +} ```
@@ -63,6 +140,19 @@ To load the model, use the `load` method. The required argument is `modelName`, To run the model, you can use the `transcribe` method. It accepts one argument, which is an array of numbers representing a waveform at 16kHz sampling rate. The method returns a promise, which can resolve either to an error or a string containing the output text. +### Multilingual transcription + +If you aim to obtain a transcription in other languages than English, in v0.4.0 we introduced a new model - `whisperMultilingual`, a multilingual version of Whisper. To obtain the output text in your desired language, make sure pass `audioLanguage` to `transcribe`. You should not pass this flag if you're using a non-multilingual model. For example: + +```typescript +import { SpeechToTextLanguage } from 'react-native-executorch'; + +// Rest of your code... +const mySpanishAudio = ...; +await model.transcribe(mySpanishAudio, SpeechToTextLanguage.Spanish); +// Rest of your code... +``` + ## Obtaining the input You need to parse audio to waveform in 16kHz, you can do that in any way most suitable to you. In the snippet at the top of the page we provide an example using `react-native-audio-api`. Once you have the waveform simply pass it as the only argument to `transcribe` method. diff --git a/docs/docs/hookless-api/StyleTransferModule.md b/docs/docs/typescript-api/StyleTransferModule.md similarity index 92% rename from docs/docs/hookless-api/StyleTransferModule.md rename to docs/docs/typescript-api/StyleTransferModule.md index 29c750bee..88a7207d4 100644 --- a/docs/docs/hookless-api/StyleTransferModule.md +++ b/docs/docs/typescript-api/StyleTransferModule.md @@ -1,9 +1,8 @@ --- title: StyleTransferModule -sidebar_position: 4 --- -Hookless implementation of the [useStyleTransfer](../computer-vision/useStyleTransfer.md) hook. +TypeScript API implementation of the [useStyleTransfer](../computer-vision/useStyleTransfer.md) hook. ## Reference @@ -34,7 +33,7 @@ const generatedImageUrl = await StyleTransferModule.forward(imageUri); Type definitions ```typescript -type ResourceSource = string | number; +type ResourceSource = string | number | object; ``` diff --git a/docs/docs/typescript-api/TextEmbeddingsModule.md b/docs/docs/typescript-api/TextEmbeddingsModule.md new file mode 100644 index 000000000..c853ad770 --- /dev/null +++ b/docs/docs/typescript-api/TextEmbeddingsModule.md @@ -0,0 +1,46 @@ +--- +title: TextEmbeddingsModule +--- + +TypeScript API implementation of the [useTextEmbeddings](../natural-language-processing/useTextEmbeddings.md) hook. + +## Reference + +```typescript +import { + TextEmbeddingsModule, + ALL_MINILM_L6_V2, + All_MINILM_L6_V2_TOKENIZER, +} from 'react-native-executorch'; + +// Loading the model +await TextEmbeddingsModule.load(ALL_MINILM_L6_V2, All_MINILM_L6_V2_TOKENIZER); + +// Running the model +const embedding = await TextEmbeddingsModule.forward('Hello World!'); +``` + +### Methods + +| Method | Type | Description | +| -------------------- | ------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| `load` | `(modelSource: ResourceSource, tokenizerSource: ResourceSource): Promise` | Loads the model, where `modelSource` is a string that specifies the location of the model binary and `tokenizerSource` is a string that specifies the location of the tokenizer JSON file. | +| `forward` | `(input: string): Promise` | Executes the model's forward pass, where `input` is a text that will be embedded. | +| `onDownloadProgress` | `(callback: (downloadProgress: number) => void): any` | Subscribe to the download progress event. | + +
+Type definitions + +```typescript +type ResourceSource = string | number | object; +``` + +
+ +## Loading the model + +To load the model, use the `load` method. It accepts the `modelSource` which is a string that specifies the location of the model binary and `tokenizerSource` which is a string that specifies the location of the tokenizer JSON file. For more information, take a look at [loading models](../fundamentals/loading-models.md) page. This method returns a promise, which can resolve to an error or void. + +## Running the model + +To run the model, you can use the `forward` method. It accepts one argument, which is the text you want to embed. The method returns a promise, which can resolve either to an error or an array of numbers representing the embedding. diff --git a/docs/docs/typescript-api/TokenizerModule.md b/docs/docs/typescript-api/TokenizerModule.md new file mode 100644 index 000000000..8ba0b4d19 --- /dev/null +++ b/docs/docs/typescript-api/TokenizerModule.md @@ -0,0 +1,60 @@ +--- +title: TokenizerModule +--- + +TypeScript API implementation of the [useTokenizer](../natural-language-processing/useTokenizer.md) hook. + +## Reference + +```typescript +import { + TokenizerModule, + ALL_MINILM_L6_V2_TOKENIZER, +} from 'react-native-executorch'; + +// Load the tokenizer +await TokenizerModule.load(ALL_MINILM_L6_V2_TOKENIZER); +console.log('Tokenizer loaded'); + +// Get tokenizers vocabulary size +const vocabSize = await TokenizerModule.getVocabSize(); +console.log('Vocabulary size:', vocabSize); + +const text = 'Hello, world!'; + +// Tokenize the text +const tokens = await TokenizerModule.encode(text); +console.log('Token IDs:', tokens); + +// Decode the tokens back to text +const decoded = await TokenizerModule.decode(tokens); +console.log('Decoded text:', decoded); + +// Get the token ID for a specific token +const tokenId = await TokenizerModule.tokenToId('hello'); +console.log('Token ID for "Hello":', tokenId); + +// Get the token for a specific ID +const token = await TokenizerModule.idToToken(tokenId); +console.log('Token for ID:', token); +``` + +### Methods + +| Method | Type | Description | +| -------------- | -------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------ | +| `load` | `(tokenizerSource: ResourceSource): Promise` | Loads the tokenizer from the specified source. `tokenizerSource` is a string that points to the location of the tokenizer JSON file. | +| `encode` | `(input: string): Promise` | Converts a string into an array of token IDs. | +| `decode` | `(input: number[]): Promise` | Converts an array of token IDs into a string. | +| `getVocabSize` | `(): Promise` | Returns the size of the tokenizer's vocabulary. | +| `idToToken` | `(tokenId: number): Promise` | Returns the token associated to the ID. | +| `tokenToId` | `(token: string): Promise` | Returns the ID associated to the token. | + +
+Type definitions + +```typescript +type ResourceSource = string | number | object; +``` + +
diff --git a/docs/docs/hookless-api/VerticalOCRModule.md b/docs/docs/typescript-api/VerticalOCRModule.md similarity index 86% rename from docs/docs/hookless-api/VerticalOCRModule.md rename to docs/docs/typescript-api/VerticalOCRModule.md index d876b8277..2a7bf887b 100644 --- a/docs/docs/hookless-api/VerticalOCRModule.md +++ b/docs/docs/typescript-api/VerticalOCRModule.md @@ -1,9 +1,8 @@ --- title: VerticalOCRModule -sidebar_position: 7 --- -Hookless implementation of the [useVerticalOCR](../computer-vision/useVerticalOCR.md) hook. +TypeScript API implementation of the [useVerticalOCR](../computer-vision/useVerticalOCR.md) hook. ## Reference @@ -58,7 +57,71 @@ interface RecognizerSources { recognizerSmall: string | number; } -type OCRLanguage = 'en'; +type OCRLanguage = + | 'abq' + | 'ady' + | 'af' + | 'ava' + | 'az' + | 'be' + | 'bg' + | 'bs' + | 'ch_sim' + | 'che' + | 'cs' + | 'cy' + | 'da' + | 'dar' + | 'de' + | 'en' + | 'es' + | 'et' + | 'fr' + | 'ga' + | 'hr' + | 'hu' + | 'id' + | 'inh' + | 'ic' + | 'it' + | 'ja' + | 'kbd' + | 'kn' + | 'ko' + | 'ku' + | 'la' + | 'lbe' + | 'lez' + | 'lt' + | 'lv' + | 'mi' + | 'mn' + | 'ms' + | 'mt' + | 'nl' + | 'no' + | 'oc' + | 'pi' + | 'pl' + | 'pt' + | 'ro' + | 'ru' + | 'rs_cyrillic' + | 'rs_latin' + | 'sk' + | 'sl' + | 'sq' + | 'sv' + | 'sw' + | 'tab' + | 'te' + | 'th' + | 'tjk' + | 'tl' + | 'tr' + | 'uk' + | 'uz' + | 'vi'; interface Point { x: number; diff --git a/docs/docs/speech-to-text/_category_.json b/docs/docs/typescript-api/_category_.json similarity index 52% rename from docs/docs/speech-to-text/_category_.json rename to docs/docs/typescript-api/_category_.json index 554e3476a..556f0f3e7 100644 --- a/docs/docs/speech-to-text/_category_.json +++ b/docs/docs/typescript-api/_category_.json @@ -1,6 +1,6 @@ { - "label": "Speech To Text", - "position": 3, + "label": "TypeScript API", + "position": 4, "link": { "type": "generated-index" } diff --git a/docs/docs/module-api/_category_.json b/docs/docs/utilities/_category_.json similarity index 72% rename from docs/docs/module-api/_category_.json rename to docs/docs/utilities/_category_.json index 8cc82679c..6b399b1f8 100644 --- a/docs/docs/module-api/_category_.json +++ b/docs/docs/utilities/_category_.json @@ -1,5 +1,5 @@ { - "label": "Module API", + "label": "Utilities", "position": 6, "link": { "type": "generated-index" diff --git a/docs/docs/utils/list-downloaded-resources.md b/docs/docs/utilities/list-downloaded-resources.md similarity index 100% rename from docs/docs/utils/list-downloaded-resources.md rename to docs/docs/utilities/list-downloaded-resources.md diff --git a/docs/docusaurus.config.js b/docs/docusaurus.config.js index 084af265a..8f66f89c6 100644 --- a/docs/docusaurus.config.js +++ b/docs/docusaurus.config.js @@ -34,6 +34,7 @@ const config = { customCss: require.resolve('./src/css/index.css'), }, gtag: { + // eslint-disable-next-line @cspell/spellchecker trackingID: 'G-TJND8QJM9P', anonymizeIP: true, }, @@ -88,6 +89,7 @@ const config = { darkTheme: darkCodeTheme, }, algolia: { + // eslint-disable-next-line @cspell/spellchecker appId: '9PIVJVUUXB', apiKey: '8634751cfd500c6708f63ea5fc7446c6', indexName: 'swmansion', diff --git a/docs/src/theme/CodeBlock/highlighting-dark.js b/docs/src/theme/CodeBlock/highlighting-dark.js index e192cd22d..adef025e3 100644 --- a/docs/src/theme/CodeBlock/highlighting-dark.js +++ b/docs/src/theme/CodeBlock/highlighting-dark.js @@ -21,6 +21,7 @@ module.exports = { }, }, { + // eslint-disable-next-line @cspell/spellchecker types: ['string', 'property', 'atrule', 'selector', 'tag'], style: { color: 'var(--swm-navy-light-40)', diff --git a/docs/src/theme/CodeBlock/highlighting-light.js b/docs/src/theme/CodeBlock/highlighting-light.js index 13e5d1aca..99f4e0475 100644 --- a/docs/src/theme/CodeBlock/highlighting-light.js +++ b/docs/src/theme/CodeBlock/highlighting-light.js @@ -21,6 +21,7 @@ module.exports = { }, }, { + // eslint-disable-next-line @cspell/spellchecker types: ['string', 'property', 'atrule', 'selector', 'tag'], style: { color: 'var(--swm-navy-light-80)', diff --git a/examples/computer-vision/App.tsx b/examples/computer-vision/App.tsx index c79519ca8..e0c869b91 100644 --- a/examples/computer-vision/App.tsx +++ b/examples/computer-vision/App.tsx @@ -10,6 +10,7 @@ import { ClassificationScreen } from './screens/ClassificationScreen'; import { ObjectDetectionScreen } from './screens/ObjectDetectionScreen'; import { OCRScreen } from './screens/OCRScreen'; import { VerticalOCRScreen } from './screens/VerticalOCRScreen'; +import { ImageSegmentationScreen } from './screens/ImageSegmentationScreen'; enum ModelType { STYLE_TRANSFER, @@ -17,6 +18,7 @@ enum ModelType { CLASSIFICATION, OCR, VERTICAL_OCR, + IMAGE_SEGMENTATION, } export default function App() { @@ -56,6 +58,13 @@ export default function App() { return ( ); + case ModelType.IMAGE_SEGMENTATION: + return ( + + ); default: return ( @@ -76,6 +85,7 @@ export default function App() { 'Classification', 'OCR', 'Vertical OCR', + 'Image Segmentation', ]} onValueChange={(_, selectedIndex) => { handleModeChange(selectedIndex); diff --git a/examples/computer-vision/android/app/src/main/res/values/styles.xml b/examples/computer-vision/android/app/src/main/res/values/styles.xml index da525212e..4fbf9a105 100644 --- a/examples/computer-vision/android/app/src/main/res/values/styles.xml +++ b/examples/computer-vision/android/app/src/main/res/values/styles.xml @@ -3,6 +3,7 @@ @android:color/black @style/ResetEditText @drawable/rn_edit_text_material + true @color/colorPrimary #ffffff diff --git a/examples/computer-vision/android/build.gradle b/examples/computer-vision/android/build.gradle index e34231b2f..abbcb8ec8 100644 --- a/examples/computer-vision/android/build.gradle +++ b/examples/computer-vision/android/build.gradle @@ -6,7 +6,7 @@ buildscript { minSdkVersion = Integer.parseInt(findProperty('android.minSdkVersion') ?: '24') compileSdkVersion = Integer.parseInt(findProperty('android.compileSdkVersion') ?: '35') targetSdkVersion = Integer.parseInt(findProperty('android.targetSdkVersion') ?: '34') - kotlinVersion = findProperty('android.kotlinVersion') ?: '1.9.24' + kotlinVersion = findProperty('android.kotlinVersion') ?: '1.9.25' ndkVersion = "26.1.10909125" } diff --git a/examples/computer-vision/android/gradle.properties b/examples/computer-vision/android/gradle.properties index 7531e9eb2..9f8da2272 100644 --- a/examples/computer-vision/android/gradle.properties +++ b/examples/computer-vision/android/gradle.properties @@ -54,3 +54,6 @@ EX_DEV_CLIENT_NETWORK_INSPECTOR=true # Use legacy packaging to compress native libraries in the resulting APK. expo.useLegacyPackaging=false + +# Whether the app is configured to use edge-to-edge via the app config or `react-native-edge-to-edge` plugin +expo.edgeToEdgeEnabled=false \ No newline at end of file diff --git a/examples/computer-vision/android/settings.gradle b/examples/computer-vision/android/settings.gradle index 9f7256f7d..994aca87b 100644 --- a/examples/computer-vision/android/settings.gradle +++ b/examples/computer-vision/android/settings.gradle @@ -1,5 +1,5 @@ pluginManagement { - includeBuild(new File(["node", "--print", "require.resolve('@react-native/gradle-plugin/package.json')"].execute(null, rootDir).text.trim()).getParentFile().toString()) + includeBuild(new File(["node", "--print", "require.resolve('@react-native/gradle-plugin/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim()).getParentFile().toString()) } plugins { id("com.facebook.react.settings") } diff --git a/examples/computer-vision/app.json b/examples/computer-vision/app.json index 59e70db87..0d2e8b221 100644 --- a/examples/computer-vision/app.json +++ b/examples/computer-vision/app.json @@ -28,6 +28,7 @@ }, "web": { "favicon": "./assets/icons/favicon.png" - } + }, + "plugins": ["expo-font"] } } diff --git a/examples/computer-vision/ios/Podfile.lock b/examples/computer-vision/ios/Podfile.lock index 0292515a0..b11ac3d43 100644 --- a/examples/computer-vision/ios/Podfile.lock +++ b/examples/computer-vision/ios/Podfile.lock @@ -1,23 +1,23 @@ PODS: - boost (1.84.0) - DoubleConversion (1.1.6) - - EXConstants (17.0.3): + - EXConstants (17.0.8): - ExpoModulesCore - - Expo (52.0.19): + - Expo (52.0.46): - ExpoModulesCore - - ExpoAsset (11.0.1): + - ExpoAsset (11.0.5): - ExpoModulesCore - - ExpoFileSystem (18.0.6): + - ExpoFileSystem (18.0.12): - ExpoModulesCore - - ExpoFont (13.0.1): + - ExpoFont (13.0.4): - ExpoModulesCore - - ExpoKeepAwake (14.0.1): + - ExpoKeepAwake (14.0.3): - ExpoModulesCore - - ExpoModulesCore (2.1.2): + - ExpoModulesCore (2.2.3): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -36,55 +36,59 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - FBLazyVector (0.76.3) - - fmt (9.1.0) + - fast_float (6.1.4) + - FBLazyVector (0.76.9) + - fmt (11.0.2) - glog (0.3.5) - - hermes-engine (0.76.3): - - hermes-engine/Pre-built (= 0.76.3) - - hermes-engine/Pre-built (0.76.3) - - opencv-rne (0.1.0) - - RCT-Folly (2024.01.01.00): + - hermes-engine (0.76.9): + - hermes-engine/Pre-built (= 0.76.9) + - hermes-engine/Pre-built (0.76.9) + - opencv-rne (4.11.0) + - RCT-Folly (2024.10.14.00): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - - RCT-Folly/Default (= 2024.01.01.00) - - RCT-Folly/Default (2024.01.01.00): + - RCT-Folly/Default (= 2024.10.14.00) + - RCT-Folly/Default (2024.10.14.00): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - - RCT-Folly/Fabric (2024.01.01.00): + - RCT-Folly/Fabric (2024.10.14.00): - boost - DoubleConversion - - fmt (= 9.1.0) - - glog - - RCTDeprecation (0.76.3) - - RCTRequired (0.76.3) - - RCTTypeSafety (0.76.3): - - FBLazyVector (= 0.76.3) - - RCTRequired (= 0.76.3) - - React-Core (= 0.76.3) - - React (0.76.3): - - React-Core (= 0.76.3) - - React-Core/DevSupport (= 0.76.3) - - React-Core/RCTWebSocket (= 0.76.3) - - React-RCTActionSheet (= 0.76.3) - - React-RCTAnimation (= 0.76.3) - - React-RCTBlob (= 0.76.3) - - React-RCTImage (= 0.76.3) - - React-RCTLinking (= 0.76.3) - - React-RCTNetwork (= 0.76.3) - - React-RCTSettings (= 0.76.3) - - React-RCTText (= 0.76.3) - - React-RCTVibration (= 0.76.3) - - React-callinvoker (0.76.3) - - React-Core (0.76.3): - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - fast_float + - fmt + - glog + - RCTDeprecation (0.76.9) + - RCTRequired (0.76.9) + - RCTTypeSafety (0.76.9): + - FBLazyVector (= 0.76.9) + - RCTRequired (= 0.76.9) + - React-Core (= 0.76.9) + - React (0.76.9): + - React-Core (= 0.76.9) + - React-Core/DevSupport (= 0.76.9) + - React-Core/RCTWebSocket (= 0.76.9) + - React-RCTActionSheet (= 0.76.9) + - React-RCTAnimation (= 0.76.9) + - React-RCTBlob (= 0.76.9) + - React-RCTImage (= 0.76.9) + - React-RCTLinking (= 0.76.9) + - React-RCTNetwork (= 0.76.9) + - React-RCTSettings (= 0.76.9) + - React-RCTText (= 0.76.9) + - React-RCTVibration (= 0.76.9) + - React-callinvoker (0.76.9) + - React-Core (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - - React-Core/Default (= 0.76.3) + - React-Core/Default (= 0.76.9) - React-cxxreact - React-featureflags - React-hermes @@ -96,10 +100,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/CoreModulesHeaders (0.76.3): + - React-Core/CoreModulesHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -113,10 +117,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/Default (0.76.3): + - React-Core/Default (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-cxxreact - React-featureflags @@ -129,13 +133,13 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/DevSupport (0.76.3): + - React-Core/DevSupport (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - - React-Core/Default (= 0.76.3) - - React-Core/RCTWebSocket (= 0.76.3) + - React-Core/Default (= 0.76.9) + - React-Core/RCTWebSocket (= 0.76.9) - React-cxxreact - React-featureflags - React-hermes @@ -147,10 +151,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTActionSheetHeaders (0.76.3): + - React-Core/RCTActionSheetHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -164,10 +168,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTAnimationHeaders (0.76.3): + - React-Core/RCTAnimationHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -181,10 +185,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTBlobHeaders (0.76.3): + - React-Core/RCTBlobHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -198,10 +202,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTImageHeaders (0.76.3): + - React-Core/RCTImageHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -215,10 +219,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTLinkingHeaders (0.76.3): + - React-Core/RCTLinkingHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -232,10 +236,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTNetworkHeaders (0.76.3): + - React-Core/RCTNetworkHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -249,10 +253,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTSettingsHeaders (0.76.3): + - React-Core/RCTSettingsHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -266,10 +270,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTTextHeaders (0.76.3): + - React-Core/RCTTextHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -283,10 +287,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTVibrationHeaders (0.76.3): + - React-Core/RCTVibrationHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -300,12 +304,12 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTWebSocket (0.76.3): + - React-Core/RCTWebSocket (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - - React-Core/Default (= 0.76.3) + - React-Core/Default (= 0.76.9) - React-cxxreact - React-featureflags - React-hermes @@ -317,41 +321,43 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-CoreModules (0.76.3): + - React-CoreModules (0.76.9): - DoubleConversion - - fmt (= 9.1.0) - - RCT-Folly (= 2024.01.01.00) - - RCTTypeSafety (= 0.76.3) - - React-Core/CoreModulesHeaders (= 0.76.3) - - React-jsi (= 0.76.3) + - fast_float + - fmt + - RCT-Folly + - RCTTypeSafety + - React-Core/CoreModulesHeaders + - React-jsi - React-jsinspector - React-NativeModulesApple - React-RCTBlob - - React-RCTImage (= 0.76.3) + - React-RCTImage - ReactCodegen - ReactCommon - - SocketRocket (= 0.7.1) - - React-cxxreact (0.76.3): + - SocketRocket + - React-cxxreact (0.76.9): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-debug (= 0.76.3) - - React-jsi (= 0.76.3) + - RCT-Folly + - React-callinvoker + - React-debug + - React-jsi - React-jsinspector - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - React-runtimeexecutor (= 0.76.3) - - React-timing (= 0.76.3) - - React-debug (0.76.3) - - React-defaultsnativemodule (0.76.3): + - React-logger + - React-perflogger + - React-runtimeexecutor + - React-timing + - React-debug (0.76.9) + - React-defaultsnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -372,11 +378,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-domnativemodule (0.76.3): + - React-domnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -394,32 +400,33 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-Fabric (0.76.3): + - React-Fabric (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/animations (= 0.76.3) - - React-Fabric/attributedstring (= 0.76.3) - - React-Fabric/componentregistry (= 0.76.3) - - React-Fabric/componentregistrynative (= 0.76.3) - - React-Fabric/components (= 0.76.3) - - React-Fabric/core (= 0.76.3) - - React-Fabric/dom (= 0.76.3) - - React-Fabric/imagemanager (= 0.76.3) - - React-Fabric/leakchecker (= 0.76.3) - - React-Fabric/mounting (= 0.76.3) - - React-Fabric/observers (= 0.76.3) - - React-Fabric/scheduler (= 0.76.3) - - React-Fabric/telemetry (= 0.76.3) - - React-Fabric/templateprocessor (= 0.76.3) - - React-Fabric/uimanager (= 0.76.3) + - React-Fabric/animations (= 0.76.9) + - React-Fabric/attributedstring (= 0.76.9) + - React-Fabric/componentregistry (= 0.76.9) + - React-Fabric/componentregistrynative (= 0.76.9) + - React-Fabric/components (= 0.76.9) + - React-Fabric/core (= 0.76.9) + - React-Fabric/dom (= 0.76.9) + - React-Fabric/imagemanager (= 0.76.9) + - React-Fabric/leakchecker (= 0.76.9) + - React-Fabric/mounting (= 0.76.9) + - React-Fabric/observers (= 0.76.9) + - React-Fabric/scheduler (= 0.76.9) + - React-Fabric/telemetry (= 0.76.9) + - React-Fabric/templateprocessor (= 0.76.9) + - React-Fabric/uimanager (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -429,12 +436,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/animations (0.76.3): + - React-Fabric/animations (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -449,12 +457,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/attributedstring (0.76.3): + - React-Fabric/attributedstring (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -469,12 +478,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/componentregistry (0.76.3): + - React-Fabric/componentregistry (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -489,12 +499,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/componentregistrynative (0.76.3): + - React-Fabric/componentregistrynative (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -509,20 +520,21 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components (0.76.3): + - React-Fabric/components (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/components/legacyviewmanagerinterop (= 0.76.3) - - React-Fabric/components/root (= 0.76.3) - - React-Fabric/components/view (= 0.76.3) + - React-Fabric/components/legacyviewmanagerinterop (= 0.76.9) + - React-Fabric/components/root (= 0.76.9) + - React-Fabric/components/view (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -532,12 +544,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components/legacyviewmanagerinterop (0.76.3): + - React-Fabric/components/legacyviewmanagerinterop (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -552,12 +565,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components/root (0.76.3): + - React-Fabric/components/root (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -572,12 +586,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components/view (0.76.3): + - React-Fabric/components/view (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -593,12 +608,13 @@ PODS: - React-utils - ReactCommon/turbomodule/core - Yoga - - React-Fabric/core (0.76.3): + - React-Fabric/core (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -613,12 +629,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/dom (0.76.3): + - React-Fabric/dom (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -633,12 +650,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/imagemanager (0.76.3): + - React-Fabric/imagemanager (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -653,12 +671,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/leakchecker (0.76.3): + - React-Fabric/leakchecker (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -673,12 +692,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/mounting (0.76.3): + - React-Fabric/mounting (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -693,18 +713,19 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/observers (0.76.3): + - React-Fabric/observers (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/observers/events (= 0.76.3) + - React-Fabric/observers/events (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -714,12 +735,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/observers/events (0.76.3): + - React-Fabric/observers/events (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -734,12 +756,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/scheduler (0.76.3): + - React-Fabric/scheduler (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -756,12 +779,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/telemetry (0.76.3): + - React-Fabric/telemetry (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -776,12 +800,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/templateprocessor (0.76.3): + - React-Fabric/templateprocessor (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -796,18 +821,19 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/uimanager (0.76.3): + - React-Fabric/uimanager (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/uimanager/consistency (= 0.76.3) + - React-Fabric/uimanager/consistency (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -818,12 +844,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/uimanager/consistency (0.76.3): + - React-Fabric/uimanager/consistency (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -839,20 +866,21 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-FabricComponents (0.76.3): + - React-FabricComponents (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - React-Fabric - - React-FabricComponents/components (= 0.76.3) - - React-FabricComponents/textlayoutmanager (= 0.76.3) + - React-FabricComponents/components (= 0.76.9) + - React-FabricComponents/textlayoutmanager (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -864,27 +892,28 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components (0.76.3): + - React-FabricComponents/components (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - React-Fabric - - React-FabricComponents/components/inputaccessory (= 0.76.3) - - React-FabricComponents/components/iostextinput (= 0.76.3) - - React-FabricComponents/components/modal (= 0.76.3) - - React-FabricComponents/components/rncore (= 0.76.3) - - React-FabricComponents/components/safeareaview (= 0.76.3) - - React-FabricComponents/components/scrollview (= 0.76.3) - - React-FabricComponents/components/text (= 0.76.3) - - React-FabricComponents/components/textinput (= 0.76.3) - - React-FabricComponents/components/unimplementedview (= 0.76.3) + - React-FabricComponents/components/inputaccessory (= 0.76.9) + - React-FabricComponents/components/iostextinput (= 0.76.9) + - React-FabricComponents/components/modal (= 0.76.9) + - React-FabricComponents/components/rncore (= 0.76.9) + - React-FabricComponents/components/safeareaview (= 0.76.9) + - React-FabricComponents/components/scrollview (= 0.76.9) + - React-FabricComponents/components/text (= 0.76.9) + - React-FabricComponents/components/textinput (= 0.76.9) + - React-FabricComponents/components/unimplementedview (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -896,12 +925,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/inputaccessory (0.76.3): + - React-FabricComponents/components/inputaccessory (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -919,12 +949,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/iostextinput (0.76.3): + - React-FabricComponents/components/iostextinput (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -942,12 +973,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/modal (0.76.3): + - React-FabricComponents/components/modal (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -965,12 +997,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/rncore (0.76.3): + - React-FabricComponents/components/rncore (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -988,12 +1021,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/safeareaview (0.76.3): + - React-FabricComponents/components/safeareaview (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1011,12 +1045,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/scrollview (0.76.3): + - React-FabricComponents/components/scrollview (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1034,12 +1069,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/text (0.76.3): + - React-FabricComponents/components/text (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1057,12 +1093,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/textinput (0.76.3): + - React-FabricComponents/components/textinput (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1080,12 +1117,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/unimplementedview (0.76.3): + - React-FabricComponents/components/unimplementedview (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1103,12 +1141,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/textlayoutmanager (0.76.3): + - React-FabricComponents/textlayoutmanager (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1126,30 +1165,31 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricImage (0.76.3): + - React-FabricImage (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) - - RCTRequired (= 0.76.3) - - RCTTypeSafety (= 0.76.3) + - RCT-Folly/Fabric + - RCTRequired + - RCTTypeSafety - React-Fabric - React-graphics - React-ImageManager - React-jsi - - React-jsiexecutor (= 0.76.3) + - React-jsiexecutor - React-logger - React-rendererdebug - React-utils - ReactCommon - Yoga - - React-featureflags (0.76.3) - - React-featureflagsnativemodule (0.76.3): + - React-featureflags (0.76.9) + - React-featureflagsnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1166,31 +1206,33 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-graphics (0.76.3): + - React-graphics (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric - React-jsi - React-jsiexecutor - React-utils - - React-hermes (0.76.3): + - React-hermes (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-cxxreact (= 0.76.3) + - RCT-Folly + - React-cxxreact - React-jsi - - React-jsiexecutor (= 0.76.3) + - React-jsiexecutor - React-jsinspector - - React-perflogger (= 0.76.3) + - React-perflogger - React-runtimeexecutor - - React-idlecallbacksnativemodule (0.76.3): + - React-idlecallbacksnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1208,7 +1250,7 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-ImageManager (0.76.3): + - React-ImageManager (0.76.9): - glog - RCT-Folly/Fabric - React-Core/Default @@ -1217,51 +1259,53 @@ PODS: - React-graphics - React-rendererdebug - React-utils - - React-jserrorhandler (0.76.3): + - React-jserrorhandler (0.76.9): - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-cxxreact - React-debug - React-jsi - - React-jsi (0.76.3): + - React-jsi (0.76.9): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-jsiexecutor (0.76.3): + - RCT-Folly + - React-jsiexecutor (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-cxxreact (= 0.76.3) - - React-jsi (= 0.76.3) + - RCT-Folly + - React-cxxreact + - React-jsi - React-jsinspector - - React-perflogger (= 0.76.3) - - React-jsinspector (0.76.3): + - React-perflogger + - React-jsinspector (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly - React-featureflags - React-jsi - - React-perflogger (= 0.76.3) - - React-runtimeexecutor (= 0.76.3) - - React-jsitracing (0.76.3): + - React-perflogger + - React-runtimeexecutor + - React-jsitracing (0.76.9): - React-jsi - - React-logger (0.76.3): + - React-logger (0.76.9): - glog - - React-Mapbuffer (0.76.3): + - React-Mapbuffer (0.76.9): - glog - React-debug - - React-microtasksnativemodule (0.76.3): + - React-microtasksnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1278,12 +1322,12 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-executorch (0.3.1): + - react-native-executorch (0.3.2): - DoubleConversion - glog - hermes-engine - - opencv-rne (~> 0.1.0) - - RCT-Folly (= 2024.01.01.00) + - opencv-rne (~> 4.11.0) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1299,12 +1343,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core + - sqlite3 - Yoga - react-native-image-picker (7.2.3): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1321,11 +1366,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-safe-area-context (5.0.0): + - react-native-safe-area-context (4.12.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1334,8 +1379,8 @@ PODS: - React-featureflags - React-graphics - React-ImageManager - - react-native-safe-area-context/common (= 5.0.0) - - react-native-safe-area-context/fabric (= 5.0.0) + - react-native-safe-area-context/common (= 4.12.0) + - react-native-safe-area-context/fabric (= 4.12.0) - React-NativeModulesApple - React-RCTFabric - React-rendererdebug @@ -1344,11 +1389,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-safe-area-context/common (5.0.0): + - react-native-safe-area-context/common (4.12.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1365,11 +1410,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-safe-area-context/fabric (5.0.0): + - react-native-safe-area-context/fabric (4.12.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1387,8 +1432,31 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-nativeconfig (0.76.3) - - React-NativeModulesApple (0.76.3): + - react-native-skia (1.5.0): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React + - React-callinvoker + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-nativeconfig (0.76.9) + - React-NativeModulesApple (0.76.9): - glog - hermes-engine - React-callinvoker @@ -1399,25 +1467,25 @@ PODS: - React-runtimeexecutor - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - React-perflogger (0.76.3): + - React-perflogger (0.76.9): - DoubleConversion - - RCT-Folly (= 2024.01.01.00) - - React-performancetimeline (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) + - React-performancetimeline (0.76.9): + - RCT-Folly (= 2024.10.14.00) - React-cxxreact - React-timing - - React-RCTActionSheet (0.76.3): - - React-Core/RCTActionSheetHeaders (= 0.76.3) - - React-RCTAnimation (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTActionSheet (0.76.9): + - React-Core/RCTActionSheetHeaders (= 0.76.9) + - React-RCTAnimation (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTAnimationHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-RCTAppDelegate (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTAppDelegate (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1441,11 +1509,12 @@ PODS: - React-utils - ReactCodegen - ReactCommon - - React-RCTBlob (0.76.3): + - React-RCTBlob (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - React-Core/RCTBlobHeaders - React-Core/RCTWebSocket - React-jsi @@ -1454,10 +1523,10 @@ PODS: - React-RCTNetwork - ReactCodegen - ReactCommon - - React-RCTFabric (0.76.3): + - React-RCTFabric (0.76.9): - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-Core - React-debug - React-Fabric @@ -1477,8 +1546,8 @@ PODS: - React-runtimescheduler - React-utils - Yoga - - React-RCTImage (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTImage (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTImageHeaders - React-jsi @@ -1486,49 +1555,50 @@ PODS: - React-RCTNetwork - ReactCodegen - ReactCommon - - React-RCTLinking (0.76.3): - - React-Core/RCTLinkingHeaders (= 0.76.3) - - React-jsi (= 0.76.3) + - React-RCTLinking (0.76.9): + - React-Core/RCTLinkingHeaders (= 0.76.9) + - React-jsi (= 0.76.9) - React-NativeModulesApple - ReactCodegen - ReactCommon - - ReactCommon/turbomodule/core (= 0.76.3) - - React-RCTNetwork (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - ReactCommon/turbomodule/core (= 0.76.9) + - React-RCTNetwork (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTNetworkHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-RCTSettings (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTSettings (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTSettingsHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-RCTText (0.76.3): - - React-Core/RCTTextHeaders (= 0.76.3) + - React-RCTText (0.76.9): + - React-Core/RCTTextHeaders (= 0.76.9) - Yoga - - React-RCTVibration (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTVibration (0.76.9): + - RCT-Folly (= 2024.10.14.00) - React-Core/RCTVibrationHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-rendererconsistency (0.76.3) - - React-rendererdebug (0.76.3): + - React-rendererconsistency (0.76.9) + - React-rendererdebug (0.76.9): - DoubleConversion - - fmt (= 9.1.0) - - RCT-Folly (= 2024.01.01.00) + - fast_float + - fmt + - RCT-Folly - React-debug - - React-rncore (0.76.3) - - React-RuntimeApple (0.76.3): + - React-rncore (0.76.9) + - React-RuntimeApple (0.76.9): - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-callinvoker - React-Core/Default - React-CoreModules @@ -1545,10 +1615,10 @@ PODS: - React-RuntimeHermes - React-runtimescheduler - React-utils - - React-RuntimeCore (0.76.3): + - React-RuntimeCore (0.76.9): - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-cxxreact - React-featureflags - React-jserrorhandler @@ -1559,11 +1629,11 @@ PODS: - React-runtimeexecutor - React-runtimescheduler - React-utils - - React-runtimeexecutor (0.76.3): - - React-jsi (= 0.76.3) - - React-RuntimeHermes (0.76.3): + - React-runtimeexecutor (0.76.9): + - React-jsi (= 0.76.9) + - React-RuntimeHermes (0.76.9): - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-featureflags - React-hermes - React-jsi @@ -1572,10 +1642,10 @@ PODS: - React-nativeconfig - React-RuntimeCore - React-utils - - React-runtimescheduler (0.76.3): + - React-runtimescheduler (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - React-callinvoker - React-cxxreact - React-debug @@ -1587,14 +1657,14 @@ PODS: - React-runtimeexecutor - React-timing - React-utils - - React-timing (0.76.3) - - React-utils (0.76.3): + - React-timing (0.76.9) + - React-utils (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - React-debug - - React-jsi (= 0.76.3) - - ReactCodegen (0.76.3): + - React-jsi (= 0.76.9) + - ReactCodegen (0.76.9): - DoubleConversion - glog - hermes-engine @@ -1614,51 +1684,54 @@ PODS: - React-utils - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - ReactCommon (0.76.3): - - ReactCommon/turbomodule (= 0.76.3) - - ReactCommon/turbomodule (0.76.3): + - ReactCommon (0.76.9): + - ReactCommon/turbomodule (= 0.76.9) + - ReactCommon/turbomodule (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-cxxreact (= 0.76.3) - - React-jsi (= 0.76.3) - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - ReactCommon/turbomodule/bridging (= 0.76.3) - - ReactCommon/turbomodule/core (= 0.76.3) - - ReactCommon/turbomodule/bridging (0.76.3): + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-jsi + - React-logger + - React-perflogger + - ReactCommon/turbomodule/bridging (= 0.76.9) + - ReactCommon/turbomodule/core (= 0.76.9) + - ReactCommon/turbomodule/bridging (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-cxxreact (= 0.76.3) - - React-jsi (= 0.76.3) - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - ReactCommon/turbomodule/core (0.76.3): + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-jsi (= 0.76.9) + - React-logger + - React-perflogger + - ReactCommon/turbomodule/core (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-cxxreact (= 0.76.3) - - React-debug (= 0.76.3) - - React-featureflags (= 0.76.3) - - React-jsi (= 0.76.3) - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - React-utils (= 0.76.3) - - RNReanimated (3.16.5): + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-debug (= 0.76.9) + - React-featureflags (= 0.76.9) + - React-jsi + - React-logger + - React-perflogger + - React-utils (= 0.76.9) + - RNReanimated (3.16.7): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1674,14 +1747,14 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - RNReanimated/reanimated (= 3.16.5) - - RNReanimated/worklets (= 3.16.5) + - RNReanimated/reanimated (= 3.16.7) + - RNReanimated/worklets (= 3.16.7) - Yoga - - RNReanimated/reanimated (3.16.5): + - RNReanimated/reanimated (3.16.7): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1697,13 +1770,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - RNReanimated/reanimated/apple (= 3.16.5) + - RNReanimated/reanimated/apple (= 3.16.7) - Yoga - - RNReanimated/reanimated/apple (3.16.5): + - RNReanimated/reanimated/apple (3.16.7): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1720,11 +1793,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - RNReanimated/worklets (3.16.5): + - RNReanimated/worklets (3.16.7): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1741,11 +1814,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - RNSVG (15.10.1): + - RNSVG (15.8.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1761,13 +1834,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - RNSVG/common (= 15.10.1) + - RNSVG/common (= 15.8.0) - Yoga - - RNSVG/common (15.10.1): + - RNSVG/common (15.8.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1785,6 +1858,9 @@ PODS: - ReactCommon/turbomodule/core - Yoga - SocketRocket (0.7.1) + - sqlite3 (3.49.1): + - sqlite3/common (= 3.49.1) + - sqlite3/common (3.49.1) - Yoga (0.0.0) DEPENDENCIES: @@ -1797,6 +1873,7 @@ DEPENDENCIES: - ExpoFont (from `../node_modules/expo-font/ios`) - ExpoKeepAwake (from `../node_modules/expo-keep-awake/ios`) - ExpoModulesCore (from `../node_modules/expo-modules-core`) + - fast_float (from `../node_modules/react-native/third-party-podspecs/fast_float.podspec`) - FBLazyVector (from `../node_modules/react-native/Libraries/FBLazyVector`) - fmt (from `../node_modules/react-native/third-party-podspecs/fmt.podspec`) - glog (from `../node_modules/react-native/third-party-podspecs/glog.podspec`) @@ -1835,6 +1912,7 @@ DEPENDENCIES: - react-native-executorch (from `../node_modules/react-native-executorch`) - react-native-image-picker (from `../node_modules/react-native-image-picker`) - react-native-safe-area-context (from `../node_modules/react-native-safe-area-context`) + - "react-native-skia (from `../node_modules/@shopify/react-native-skia`)" - React-nativeconfig (from `../node_modules/react-native/ReactCommon`) - React-NativeModulesApple (from `../node_modules/react-native/ReactCommon/react/nativemodule/core/platform/ios`) - React-perflogger (from `../node_modules/react-native/ReactCommon/reactperflogger`) @@ -1870,6 +1948,7 @@ SPEC REPOS: trunk: - opencv-rne - SocketRocket + - sqlite3 EXTERNAL SOURCES: boost: @@ -1890,6 +1969,8 @@ EXTERNAL SOURCES: :path: "../node_modules/expo-keep-awake/ios" ExpoModulesCore: :path: "../node_modules/expo-modules-core" + fast_float: + :podspec: "../node_modules/react-native/third-party-podspecs/fast_float.podspec" FBLazyVector: :path: "../node_modules/react-native/Libraries/FBLazyVector" fmt: @@ -1963,6 +2044,8 @@ EXTERNAL SOURCES: :path: "../node_modules/react-native-image-picker" react-native-safe-area-context: :path: "../node_modules/react-native-safe-area-context" + react-native-skia: + :path: "../node_modules/@shopify/react-native-skia" React-nativeconfig: :path: "../node_modules/react-native/ReactCommon" React-NativeModulesApple: @@ -2027,82 +2110,85 @@ EXTERNAL SOURCES: SPEC CHECKSUMS: boost: 1dca942403ed9342f98334bf4c3621f011aa7946 DoubleConversion: f16ae600a246532c4020132d54af21d0ddb2a385 - EXConstants: dd2fe64c6cdb1383b694c309a63028a8e9f2be6d - Expo: d901db29ffb24ccad280920f3c6de69febb89935 - ExpoAsset: 8138f2a9ec55ae1ad7c3871448379f7d97692d15 - ExpoFileSystem: 179a0661fd6d3c4e5d7e500a99a9cd8b295d9566 - ExpoFont: 7522d869d84ee2ee8093ee997fef5b86f85d856b - ExpoKeepAwake: 783e68647b969b210a786047c3daa7b753dcac1f - ExpoModulesCore: 41844ce131433b266261b44012d5b41ac0513999 - FBLazyVector: be7314029d6ec6b90f0f75ce1195b8130ed9ac4f - fmt: 10c6e61f4be25dc963c36bd73fc7b1705fe975be + EXConstants: fcfc75800824ac2d5c592b5bc74130bad17b146b + Expo: a6ff273c618506b12129a0d06f2a08201bfbcf43 + ExpoAsset: 48386d40d53a8c1738929b3ed509bcad595b5516 + ExpoFileSystem: 42d363d3b96f9afab980dcef60d5657a4443c655 + ExpoFont: f354e926f8feae5e831ec8087f36652b44a0b188 + ExpoKeepAwake: b0171a73665bfcefcfcc311742a72a956e6aa680 + ExpoModulesCore: c25d77625038b1968ea1afefc719862c0d8dd993 + fast_float: 06eeec4fe712a76acc9376682e4808b05ce978b6 + FBLazyVector: 7605ea4810e0e10ae4815292433c09bf4324ba45 + fmt: 01b82d4ca6470831d1cc0852a1af644be019e8f6 glog: 08b301085f15bcbb6ff8632a8ebaf239aae04e6a - hermes-engine: 0555a84ea495e8e3b4bde71b597cd87fbb382888 - opencv-rne: 63e933ae2373fc91351f9a348dc46c3f523c2d3f - RCT-Folly: bf5c0376ffe4dd2cf438dcf86db385df9fdce648 - RCTDeprecation: 2c5e1000b04ab70b53956aa498bf7442c3c6e497 - RCTRequired: 5f785a001cf68a551c5f5040fb4c415672dbb481 - RCTTypeSafety: 6b98db8965005d32449605c0d005ecb4fee8a0f7 - React: 8077bf7c185afb515be82518507e16f71a247a5e - React-callinvoker: 519eee9520727805e2867a6d8dad4ebbeed543db - React-Core: e364ceda7d086c7d14adeec0eb880a90073e3dde - React-CoreModules: 291be650024d9db086c95fd1d7e7d9607c6de62b - React-cxxreact: 5cf17d13ca0fc0734e1bb0ed9615d1d1fc45ef78 - React-debug: 931ca94abd6b1bcab539e356e20df788afecae8f - React-defaultsnativemodule: 6afc2dd3619bac12dc54c1ee939bf14f9aa96b42 - React-domnativemodule: f140d46f6f3c3f1efc987c98b464fcbece0cc93a - React-Fabric: e1774fe4b579e34c2c5721e9351c8ce869e7b5f0 - React-FabricComponents: 528ff9f96d150379ed404221d70cc7019ca76865 - React-FabricImage: 31680b7ddc740e040277176fbd6541fcf0fd44af - React-featureflags: 7c7a74b65ee5a228f520b387ebfe0e8d9cecc622 - React-featureflagsnativemodule: dd3450366b1c9557975e457ce6baa151ccee84da - React-graphics: 7f0d3e06d356e8476bd8ba95d90762fc01138ebc - React-hermes: f83fafe6a1c845dace7abad4a5d7366cbb42ab96 - React-idlecallbacksnativemodule: 14ce331438e2bca7d464a8a211b14543aff4dc91 - React-ImageManager: 2b9274ea973f43597a554a182d7ef525836172c6 - React-jserrorhandler: 3b521485275d295cfc6ec6bfa921a1d608693ecf - React-jsi: fd23c1d759feb709784fd4c835b510b90a94dd12 - React-jsiexecutor: 74628d57accc03d4b5df53db813ef6dcd704c9ae - React-jsinspector: 89a1e27e97c762de81bd4b9cb1314750304bba38 - React-jsitracing: 11b6646d7b2ecdc7a475f65b2cb12d3805964195 - React-logger: 26155dc23db5c9038794db915f80bd2044512c2e - React-Mapbuffer: ad1ba0205205a16dbff11b8ade6d1b3959451658 - React-microtasksnativemodule: e771eb9eb6ace5884ee40a293a0e14a9d7a4343c - react-native-executorch: 5dc6cbade251d9f987964d0e1c5ea6da2f16e274 - react-native-image-picker: e7331948589e764ecd5a9c715c3fc14d4e6187e6 - react-native-safe-area-context: d6406c2adbd41b2e09ab1c386781dc1c81a90919 - React-nativeconfig: aeed6e2a8ac02b2df54476afcc7c663416c12bf7 - React-NativeModulesApple: c5b7813da94136f50ef084fa1ac077332dcfc658 - React-perflogger: 6afb7eebf7d9521cc70481688ccddf212970e9d3 - React-performancetimeline: 81884d35896b22d51832e7c8748c8330ec73c491 - React-RCTActionSheet: c940a35d71686941ac2b96dd07bde11ea0f0c34f - React-RCTAnimation: e1dbb4e530d6f58437ab2fae372de3788ecdffab - React-RCTAppDelegate: f9825950ac2c52ae1cf46b648bb362b86b62fe41 - React-RCTBlob: 9cdac4721a76e2d132fb1760eafd0a8f150d1c96 - React-RCTFabric: c0aa01a448bcebb1326d068ed7545eb11561e663 - React-RCTImage: f09f5165807e1a69a2bbac6c7168a8ed57ed4e26 - React-RCTLinking: 4ea06b79cba7e15d8af4d86b1dcede6bd29a47fd - React-RCTNetwork: 43a38148c7a4a2380e76b08f07f02ee8eaac8965 - React-RCTSettings: cc60bb6b38eed0683696b5ddf45b0a4a1441147b - React-RCTText: fbe5e6e886beefd5d432790bc50b7aa2b6504264 - React-RCTVibration: 061dbf7a0a1e77bfc1c4672e7be6884dc12f18bf - 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Yoga: 3deb2471faa9916c8a82dda2a22d3fba2620ad37 + sqlite3: fc1400008a9b3525f5914ed715a5d1af0b8f4983 + Yoga: feb4910aba9742cfedc059e2b2902e22ffe9954a PODFILE CHECKSUM: d2d76566c3147849493ab633854730a1f661227b -COCOAPODS: 1.15.2 +COCOAPODS: 1.16.2 diff --git a/examples/computer-vision/ios/computervision.xcodeproj/project.pbxproj b/examples/computer-vision/ios/computervision.xcodeproj/project.pbxproj index 4e1ee12bb..ce46b8224 100644 --- a/examples/computer-vision/ios/computervision.xcodeproj/project.pbxproj +++ b/examples/computer-vision/ios/computervision.xcodeproj/project.pbxproj @@ -12,13 +12,15 @@ 13B07FC11A68108700A75B9A /* main.m in Sources */ = {isa = PBXBuildFile; fileRef = 13B07FB71A68108700A75B9A /* main.m */; }; 3D44DDE8855509EE8F14BD35 /* PrivacyInfo.xcprivacy in Resources */ = {isa = PBXBuildFile; fileRef = 9F1C1E848042D20F63F5A766 /* PrivacyInfo.xcprivacy */; }; 3E461D99554A48A4959DE609 /* SplashScreen.storyboard in Resources */ = {isa = PBXBuildFile; fileRef = AA286B85B6C04FC6940260E9 /* SplashScreen.storyboard */; }; - 410BB317783F79CD19490DEA /* libPods-computervision.a in Frameworks */ = {isa = PBXBuildFile; fileRef = B4BA30D50A7961C34FDC0CE3 /* libPods-computervision.a */; }; + 8ECE9C761F0C334C5905F3DC /* libPods-computervision.a in Frameworks */ = {isa = PBXBuildFile; fileRef = A883A86E8ACD521325B193BA /* libPods-computervision.a */; }; B18059E884C0ABDD17F3DC3D /* ExpoModulesProvider.swift in Sources */ = {isa = PBXBuildFile; fileRef = FAC715A2D49A985799AEE119 /* ExpoModulesProvider.swift */; }; BB2F792D24A3F905000567C9 /* Expo.plist in Resources */ = {isa = PBXBuildFile; fileRef = BB2F792C24A3F905000567C9 /* Expo.plist */; }; EE159840D482449C972B155B /* noop-file.swift in Sources */ = {isa = PBXBuildFile; fileRef = 9A2BFCDC01274C44ADBAA6A1 /* noop-file.swift */; }; /* End PBXBuildFile section */ /* Begin PBXFileReference section */ + 00D3ACA31040E8F7A3BA0935 /* Pods-computervision.debug.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-computervision.debug.xcconfig"; path = "Target Support Files/Pods-computervision/Pods-computervision.debug.xcconfig"; sourceTree = ""; }; + 04B98E7657007205BDD2A29A /* Pods-computervision.release.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-computervision.release.xcconfig"; path = "Target Support Files/Pods-computervision/Pods-computervision.release.xcconfig"; sourceTree = ""; }; 13B07F961A680F5B00A75B9A /* computervision.app */ = {isa = PBXFileReference; explicitFileType = wrapper.application; includeInIndex = 0; path = computervision.app; sourceTree = BUILT_PRODUCTS_DIR; }; 13B07FAF1A68108700A75B9A /* AppDelegate.h */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.c.h; name = AppDelegate.h; path = computervision/AppDelegate.h; sourceTree = ""; }; 13B07FB01A68108700A75B9A /* AppDelegate.mm */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.cpp.objcpp; name = AppDelegate.mm; path = computervision/AppDelegate.mm; sourceTree = ""; }; @@ -26,11 +28,9 @@ 13B07FB61A68108700A75B9A /* Info.plist */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.plist.xml; name = Info.plist; path = computervision/Info.plist; sourceTree = ""; }; 13B07FB71A68108700A75B9A /* main.m */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.c.objc; name = main.m; path = computervision/main.m; sourceTree = ""; }; 9A2BFCDC01274C44ADBAA6A1 /* noop-file.swift */ = {isa = PBXFileReference; explicitFileType = undefined; fileEncoding = 4; includeInIndex = 0; lastKnownFileType = sourcecode.swift; name = "noop-file.swift"; path = "computervision/noop-file.swift"; sourceTree = ""; }; - 9A9D9D5D3E179ACB16F7C961 /* Pods-computervision.release.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-computervision.release.xcconfig"; path = "Target Support Files/Pods-computervision/Pods-computervision.release.xcconfig"; sourceTree = ""; }; 9F1C1E848042D20F63F5A766 /* PrivacyInfo.xcprivacy */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xml; name = PrivacyInfo.xcprivacy; path = computervision/PrivacyInfo.xcprivacy; sourceTree = ""; }; + A883A86E8ACD521325B193BA /* libPods-computervision.a */ = {isa = PBXFileReference; explicitFileType = archive.ar; includeInIndex = 0; path = "libPods-computervision.a"; sourceTree = BUILT_PRODUCTS_DIR; }; AA286B85B6C04FC6940260E9 /* SplashScreen.storyboard */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = file.storyboard; name = SplashScreen.storyboard; path = computervision/SplashScreen.storyboard; sourceTree = ""; }; - B34AACF0D072BF11B622DA21 /* Pods-computervision.debug.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-computervision.debug.xcconfig"; path = "Target Support Files/Pods-computervision/Pods-computervision.debug.xcconfig"; sourceTree = ""; }; - B4BA30D50A7961C34FDC0CE3 /* libPods-computervision.a */ = {isa = PBXFileReference; explicitFileType = archive.ar; includeInIndex = 0; path = "libPods-computervision.a"; sourceTree = BUILT_PRODUCTS_DIR; }; BB2F792C24A3F905000567C9 /* Expo.plist */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.plist.xml; path = Expo.plist; sourceTree = ""; }; E5089F61F1384BB681122A7F /* computervision-Bridging-Header.h */ = {isa = PBXFileReference; explicitFileType = undefined; fileEncoding = 4; includeInIndex = 0; lastKnownFileType = sourcecode.c.h; name = "computervision-Bridging-Header.h"; path = "computervision/computervision-Bridging-Header.h"; sourceTree = ""; }; ED297162215061F000B7C4FE /* JavaScriptCore.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = JavaScriptCore.framework; path = System/Library/Frameworks/JavaScriptCore.framework; sourceTree = SDKROOT; }; @@ -42,7 +42,7 @@ isa = PBXFrameworksBuildPhase; buildActionMask = 2147483647; files = ( - 410BB317783F79CD19490DEA /* libPods-computervision.a in Frameworks */, + 8ECE9C761F0C334C5905F3DC /* libPods-computervision.a in Frameworks */, ); runOnlyForDeploymentPostprocessing = 0; }; @@ -70,7 +70,7 @@ isa = PBXGroup; children = ( ED297162215061F000B7C4FE /* JavaScriptCore.framework */, - B4BA30D50A7961C34FDC0CE3 /* libPods-computervision.a */, + A883A86E8ACD521325B193BA /* libPods-computervision.a */, ); name = Frameworks; sourceTree = ""; @@ -125,8 +125,8 @@ D65327D7A22EEC0BE12398D9 /* Pods */ = { isa = PBXGroup; children = ( - B34AACF0D072BF11B622DA21 /* Pods-computervision.debug.xcconfig */, - 9A9D9D5D3E179ACB16F7C961 /* Pods-computervision.release.xcconfig */, + 00D3ACA31040E8F7A3BA0935 /* Pods-computervision.debug.xcconfig */, + 04B98E7657007205BDD2A29A /* Pods-computervision.release.xcconfig */, ); path = Pods; sourceTree = ""; @@ -146,14 +146,14 @@ isa = PBXNativeTarget; buildConfigurationList = 13B07F931A680F5B00A75B9A /* Build configuration list for PBXNativeTarget "computervision" */; buildPhases = ( - 4C3CB1F7F4FC3393B10158A0 /* [CP] Check Pods Manifest.lock */, + A44E0F386BE1861A4BB0D152 /* [CP] Check Pods Manifest.lock */, 40729C76425943C737B83F07 /* [Expo] Configure project */, 13B07F871A680F5B00A75B9A /* Sources */, 13B07F8C1A680F5B00A75B9A /* Frameworks */, 13B07F8E1A680F5B00A75B9A /* Resources */, 00DD1BFF1BD5951E006B06BC /* Bundle React Native code and images */, - 00EA61A0AC7C7A004831148A /* [CP] Embed Pods Frameworks */, - 024B2F8B6E2DEF04825F05DE /* [CP] Copy Pods Resources */, + 6B22C61BD8A720CC7014EB81 /* [CP] Embed Pods Frameworks */, + D6A2310306AE2EE1E906EC1D /* [CP] Copy Pods Resources */, ); buildRules = ( ); @@ -225,7 +225,26 @@ shellPath = /bin/sh; shellScript = "if [[ -f \"$PODS_ROOT/../.xcode.env\" ]]; then\n source \"$PODS_ROOT/../.xcode.env\"\nfi\nif [[ -f \"$PODS_ROOT/../.xcode.env.local\" ]]; then\n source \"$PODS_ROOT/../.xcode.env.local\"\nfi\n\n# The project root by default is one level up from the ios directory\nexport PROJECT_ROOT=\"$PROJECT_DIR\"/..\n\nif [[ \"$CONFIGURATION\" = *Debug* ]]; then\n export SKIP_BUNDLING=1\nfi\nif [[ -z \"$ENTRY_FILE\" ]]; then\n # Set the entry JS file using the bundler's entry resolution.\n export ENTRY_FILE=\"$(\"$NODE_BINARY\" -e \"require('expo/scripts/resolveAppEntry')\" \"$PROJECT_ROOT\" ios absolute | tail -n 1)\"\nfi\n\nif [[ -z \"$CLI_PATH\" ]]; then\n # Use Expo CLI\n export CLI_PATH=\"$(\"$NODE_BINARY\" --print \"require.resolve('@expo/cli', { paths: [require.resolve('expo/package.json')] })\")\"\nfi\nif [[ -z \"$BUNDLE_COMMAND\" ]]; then\n # Default Expo CLI command for bundling\n export BUNDLE_COMMAND=\"export:embed\"\nfi\n\n# Source .xcode.env.updates if it exists to allow\n# SKIP_BUNDLING to be unset if needed\nif [[ -f \"$PODS_ROOT/../.xcode.env.updates\" ]]; then\n source \"$PODS_ROOT/../.xcode.env.updates\"\nfi\n# Source local changes to allow overrides\n# if needed\nif [[ -f \"$PODS_ROOT/../.xcode.env.local\" ]]; then\n source \"$PODS_ROOT/../.xcode.env.local\"\nfi\n\n`\"$NODE_BINARY\" --print \"require('path').dirname(require.resolve('react-native/package.json')) + '/scripts/react-native-xcode.sh'\"`\n\n"; }; - 00EA61A0AC7C7A004831148A /* [CP] Embed Pods Frameworks */ = { + 40729C76425943C737B83F07 /* [Expo] Configure project */ = { + isa = PBXShellScriptBuildPhase; + alwaysOutOfDate = 1; + buildActionMask = 2147483647; + files = ( + ); + inputFileListPaths = ( + ); + inputPaths = ( + ); + name = "[Expo] Configure project"; + outputFileListPaths = ( + ); + outputPaths = ( + ); + runOnlyForDeploymentPostprocessing = 0; + shellPath = /bin/sh; + shellScript = "# This script configures Expo modules and generates the modules provider file.\nbash -l -c \"./Pods/Target\\ Support\\ Files/Pods-computervision/expo-configure-project.sh\"\n"; + }; + 6B22C61BD8A720CC7014EB81 /* [CP] Embed Pods Frameworks */ = { isa = PBXShellScriptBuildPhase; buildActionMask = 2147483647; files = ( @@ -245,7 +264,29 @@ shellScript = "\"${PODS_ROOT}/Target Support Files/Pods-computervision/Pods-computervision-frameworks.sh\"\n"; showEnvVarsInLog = 0; }; - 024B2F8B6E2DEF04825F05DE /* [CP] Copy Pods Resources */ = { + A44E0F386BE1861A4BB0D152 /* [CP] Check Pods Manifest.lock */ = { + isa = PBXShellScriptBuildPhase; + buildActionMask = 2147483647; + files = ( + ); + inputFileListPaths = ( + ); + inputPaths = ( + "${PODS_PODFILE_DIR_PATH}/Podfile.lock", + "${PODS_ROOT}/Manifest.lock", + ); + name = "[CP] Check Pods Manifest.lock"; + outputFileListPaths = ( + ); + outputPaths = ( + "$(DERIVED_FILE_DIR)/Pods-computervision-checkManifestLockResult.txt", + ); + runOnlyForDeploymentPostprocessing = 0; + shellPath = /bin/sh; + shellScript = "diff \"${PODS_PODFILE_DIR_PATH}/Podfile.lock\" \"${PODS_ROOT}/Manifest.lock\" > /dev/null\nif [ $? != 0 ] ; then\n # print error to STDERR\n echo \"error: The sandbox is not in sync with the Podfile.lock. Run 'pod install' or update your CocoaPods installation.\" >&2\n exit 1\nfi\n# This output is used by Xcode 'outputs' to avoid re-running this script phase.\necho \"SUCCESS\" > \"${SCRIPT_OUTPUT_FILE_0}\"\n"; + showEnvVarsInLog = 0; + }; + D6A2310306AE2EE1E906EC1D /* [CP] Copy Pods Resources */ = { isa = PBXShellScriptBuildPhase; buildActionMask = 2147483647; files = ( @@ -256,7 +297,6 @@ "${PODS_CONFIGURATION_BUILD_DIR}/EXConstants/ExpoConstants_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/ExpoFileSystem/ExpoFileSystem_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/RCT-Folly/RCT-Folly_privacy.bundle", - "${PODS_CONFIGURATION_BUILD_DIR}/RNSVG/RNSVGFilters.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/React-Core/React-Core_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/React-cxxreact/React-cxxreact_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/boost/boost_privacy.bundle", @@ -269,7 +309,6 @@ "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/ExpoConstants_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/ExpoFileSystem_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/RCT-Folly_privacy.bundle", - "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/RNSVGFilters.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/React-Core_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/React-cxxreact_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/boost_privacy.bundle", @@ -281,47 +320,6 @@ shellScript = "\"${PODS_ROOT}/Target Support Files/Pods-computervision/Pods-computervision-resources.sh\"\n"; showEnvVarsInLog = 0; }; - 40729C76425943C737B83F07 /* [Expo] Configure project */ = { - isa = PBXShellScriptBuildPhase; - alwaysOutOfDate = 1; - buildActionMask = 2147483647; - files = ( - ); - inputFileListPaths = ( - ); - inputPaths = ( - ); - name = "[Expo] Configure project"; - outputFileListPaths = ( - ); - outputPaths = ( - ); - runOnlyForDeploymentPostprocessing = 0; - shellPath = /bin/sh; - shellScript = "# This script configures Expo modules and generates the modules provider file.\nbash -l -c \"./Pods/Target\\ Support\\ Files/Pods-computervision/expo-configure-project.sh\"\n"; - }; - 4C3CB1F7F4FC3393B10158A0 /* [CP] Check Pods Manifest.lock */ = { - isa = PBXShellScriptBuildPhase; - buildActionMask = 2147483647; - files = ( - ); - inputFileListPaths = ( - ); - inputPaths = ( - "${PODS_PODFILE_DIR_PATH}/Podfile.lock", - "${PODS_ROOT}/Manifest.lock", - ); - name = "[CP] Check Pods Manifest.lock"; - outputFileListPaths = ( - ); - outputPaths = ( - "$(DERIVED_FILE_DIR)/Pods-computervision-checkManifestLockResult.txt", - ); - runOnlyForDeploymentPostprocessing = 0; - shellPath = /bin/sh; - shellScript = "diff \"${PODS_PODFILE_DIR_PATH}/Podfile.lock\" \"${PODS_ROOT}/Manifest.lock\" > /dev/null\nif [ $? != 0 ] ; then\n # print error to STDERR\n echo \"error: The sandbox is not in sync with the Podfile.lock. Run 'pod install' or update your CocoaPods installation.\" >&2\n exit 1\nfi\n# This output is used by Xcode 'outputs' to avoid re-running this script phase.\necho \"SUCCESS\" > \"${SCRIPT_OUTPUT_FILE_0}\"\n"; - showEnvVarsInLog = 0; - }; /* End PBXShellScriptBuildPhase section */ /* Begin PBXSourcesBuildPhase section */ @@ -341,7 +339,7 @@ /* Begin XCBuildConfiguration section */ 13B07F941A680F5B00A75B9A /* Debug */ = { isa = XCBuildConfiguration; - baseConfigurationReference = B34AACF0D072BF11B622DA21 /* Pods-computervision.debug.xcconfig */; + baseConfigurationReference = 00D3ACA31040E8F7A3BA0935 /* Pods-computervision.debug.xcconfig */; buildSettings = { ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon; CLANG_ENABLE_MODULES = YES; @@ -378,7 +376,7 @@ }; 13B07F951A680F5B00A75B9A /* Release */ = { isa = XCBuildConfiguration; - baseConfigurationReference = 9A9D9D5D3E179ACB16F7C961 /* Pods-computervision.release.xcconfig */; + baseConfigurationReference = 04B98E7657007205BDD2A29A /* Pods-computervision.release.xcconfig */; buildSettings = { ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon; CLANG_ENABLE_MODULES = YES; diff --git a/examples/computer-vision/package-lock.json b/examples/computer-vision/package-lock.json deleted file mode 100644 index baa883f86..000000000 --- a/examples/computer-vision/package-lock.json +++ /dev/null @@ -1,10836 +0,0 @@ -{ - 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"react-native-executorch": "^0.3.2", "react-native-image-picker": "^7.2.2", "react-native-loading-spinner-overlay": "^3.0.1", - "react-native-reanimated": "^3.16.3", - "react-native-safe-area-context": "^5.0.0", - "react-native-svg": "^15.9.0", + "react-native-reanimated": "~3.16.1", + "react-native-safe-area-context": "4.12.0", + "react-native-svg": "15.8.0", "react-native-svg-transformer": "^1.5.0", "react-native-wheel-scrollview-picker": "^2.0.6" }, diff --git a/examples/computer-vision/screens/ImageSegmentationScreen.tsx b/examples/computer-vision/screens/ImageSegmentationScreen.tsx new file mode 100644 index 000000000..6c3ce8e60 --- /dev/null +++ b/examples/computer-vision/screens/ImageSegmentationScreen.tsx @@ -0,0 +1,188 @@ +import Spinner from 'react-native-loading-spinner-overlay'; +import { BottomBar } from '../components/BottomBar'; +import { getImage } from '../utils'; +import { + useImageSegmentation, + DEEPLAB_V3_RESNET50, + DeeplabLabel, +} from 'react-native-executorch'; +import { + Canvas, + Image as SkiaImage, + Skia, + AlphaType, + ColorType, +} from '@shopify/react-native-skia'; +import { View, StyleSheet, Image } from 'react-native'; +import { useState } from 'react'; + +const width = 224; +const height = 224; + +let pixels = new Uint8Array(width * height * 4); +pixels.fill(255); + +let data = Skia.Data.fromBytes(pixels); +let img = Skia.Image.MakeImage( + { + width: width, + height: height, + alphaType: AlphaType.Opaque, + colorType: ColorType.RGBA_8888, + }, + data, + width * 4 +); + +const numberToColor: number[][] = [ + [255, 87, 51], // 0 Red + [51, 255, 87], // 1 Green + [51, 87, 255], // 2 Blue + [255, 51, 246], // 3 Magenta + [51, 255, 246], // 4 Cyan + [243, 255, 51], // 5 Yellow + [141, 51, 255], // 6 Purple + [255, 131, 51], // 7 Orange + [51, 255, 131], // 8 Spring Green + [131, 51, 255], // 9 Violet + [255, 255, 51], // 10 Bright Yellow + [51, 255, 255], // 11 Aqua + [255, 51, 143], // 12 Deep Pink + [127, 51, 255], // 13 Dark Orchid + [51, 255, 175], // 14 Medium Spring Green + [255, 175, 51], // 15 Sandy Brown + [179, 255, 51], // 16 Chartreuse + [255, 87, 51], // 17 Red (darker shade) + [255, 51, 162], // 18 Hot Pink + [51, 162, 255], // 19 Sky Blue + [162, 51, 255], // 20 Amethyst +]; + +export const ImageSegmentationScreen = ({ + imageUri, + setImageUri, +}: { + imageUri: string; + setImageUri: (imageUri: string) => void; +}) => { + const model = useImageSegmentation({ + modelSource: DEEPLAB_V3_RESNET50, + }); + + const handleCameraPress = async (isCamera: boolean) => { + const image = await getImage(isCamera); + const uri = image?.uri; + setImageUri(uri as string); + }; + + const [resultPresent, setResultPresent] = useState(false); + + const runForward = async () => { + if (imageUri) { + try { + const output = await model.forward(imageUri); + pixels = new Uint8Array(width * height * 4); + + for (let x = 0; x < width; x++) { + for (let y = 0; y < height; y++) { + for (let i = 0; i < 3; i++) { + pixels[(x * height + y) * 4 + i] = + numberToColor[ + (output[DeeplabLabel.ARGMAX] || [])[x * height + y] + ][i]; + } + pixels[(x * height + y) * 4 + 3] = 255; + } + } + + data = Skia.Data.fromBytes(pixels); + img = Skia.Image.MakeImage( + { + width: width, + height: height, + alphaType: AlphaType.Opaque, + colorType: ColorType.RGBA_8888, + }, + data, + width * 4 + ); + setResultPresent(true); + } catch (e) { + console.error(e); + } + } + }; + + if (!model.isReady) { + return ( + + ); + } + + return ( + <> + + + + + {resultPresent && ( + + + + + + )} + + + + ); +}; + +const styles = StyleSheet.create({ + imageCanvasContainer: { + flex: 6, + width: '100%', + padding: 16, + }, + imageContainer: { + flex: 1, + width: '100%', + }, + image: { + flex: 1, + borderRadius: 8, + width: '100%', + }, + canvasContainer: { + flex: 1, + justifyContent: 'center', + alignItems: 'center', + gap: 4, + padding: 4, + }, + canvas: { + width: width, + height: height, + }, +}); diff --git 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119471 -INC30L7QutGA0LXQvNCw 119472 -0LjRh9C10YHQutC4 119473 -INC60YDQsNGX0L3QuA== 119474 -0LjRgNGD 119475 -INGW0L3RgtC10YA= 119476 -INCw0L3QsNC70L7Qsw== 119477 -0Zs= 119478 -4Li14LiL 119479 -0L3Rg9C70Lg= 119480 -IE5pbmg= 119481 -0LXRgNCw0YLQvtGA 119482 -IHJ1Y2U= 119483 -INGI0LrRlg== 119484 -2KrYsdmG2Ko= 119485 -IHNvbnJhc8Sx 119486 -IOaN 119487 -0YbQtdC90YLRgNCw 119488 -IOC4reC4s+C5gOC4oA== 119489 -2LfZig== 119490 -77yM5b2T 119491 -INGC0YDQtdGF 119492 -wqBI 119493 -5rSq 119494 -44Oz44OE 119495 -INCy0ZbQtNC/0L7QstGW0LTQsNC70Yw= 119496 -4oCZZGFraQ== 119497 -w6HFmWk= 119498 -IHDFmWVt 119499 -dHVr 119500 -INmB2LHZhdmI2K8= 119501 -IOyduOymnQ== 119502 -4Liq4Liz4LiZ 119503 -7IOB7J2Y 119504 -xZnDrW0= 119505 -5r6k 119506 -INGA0LXQuQ== 119507 -INC70Y7QsdC+0Lk= 119508 -dWp0ZQ== 119509 -67O17KeA 119510 -INiv2LHYsw== 119511 -INCS0LvQsNC00Lg= 119512 -INGB0LLQvtC40Lw= 119513 -IOyduO2EsOuEtw== 119514 -6LGK 119515 -INC90LDQu9C+0LM= 119516 -44KI44Gz 119517 -INiu2KfYt9ix 119518 -IOyeheuLiOuLpA== 119519 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'react'; -import { View, StyleSheet } from 'react-native'; -import { MessageType } from '../types'; -import MarkdownComponent from './MarkdownComponent'; -import LlamaIcon from '../assets/icons/llama_icon.svg'; -import ColorPalette from '../colors'; - -interface MessageItemProps { - message: MessageType; -} - -const MessageItem = memo(({ message }: MessageItemProps) => { - return ( - - {message.role === 'assistant' && ( - - - - )} - - - ); -}); - -export default MessageItem; - -const styles = StyleSheet.create({ - aiMessage: { - flexDirection: 'row', - maxWidth: '80%', - alignSelf: 'flex-start', - marginVertical: 8, - }, - userMessage: { - paddingHorizontal: 12, - paddingVertical: 8, - marginRight: 8, - marginVertical: 8, - maxWidth: 220, - borderRadius: 8, - backgroundColor: ColorPalette.seaBlueLight, - alignSelf: 'flex-end', - }, - aiMessageIconContainer: { - backgroundColor: ColorPalette.seaBlueLight, - height: 32, - width: 32, - alignItems: 'center', - justifyContent: 'center', - borderRadius: 16, - marginHorizontal: 7, - }, - messageText: { - fontSize: 14, - lineHeight: 19.6, - color: ColorPalette.primary, - fontFamily: 'regular', - }, -}); diff --git a/examples/llama/types.d.ts b/examples/llama/types.d.ts deleted file mode 100644 index 7ae077192..000000000 --- a/examples/llama/types.d.ts +++ /dev/null @@ -1,6 +0,0 @@ -export type SenderType = 'user' | 'assistant'; - -export interface MessageType { - role: SenderType; - content: string; -} diff --git a/examples/llama/.gitignore b/examples/llm-tool-calling/.gitignore similarity index 100% rename from examples/llama/.gitignore rename to examples/llm-tool-calling/.gitignore diff --git a/examples/llama/android/.gitignore b/examples/llm-tool-calling/android/.gitignore similarity index 100% rename from examples/llama/android/.gitignore rename to examples/llm-tool-calling/android/.gitignore diff --git a/examples/llm-tool-calling/android/app/build.gradle b/examples/llm-tool-calling/android/app/build.gradle new file mode 100644 index 000000000..bd5e1b6e0 --- /dev/null +++ b/examples/llm-tool-calling/android/app/build.gradle @@ -0,0 +1,176 @@ +apply plugin: "com.android.application" +apply plugin: "org.jetbrains.kotlin.android" +apply plugin: "com.facebook.react" + +def projectRoot = rootDir.getAbsoluteFile().getParentFile().getAbsolutePath() + +/** + * This is the configuration block to customize your React Native Android app. + * By default you don't need to apply any configuration, just uncomment the lines you need. + */ +react { + entryFile = file(["node", "-e", "require('expo/scripts/resolveAppEntry')", projectRoot, "android", "absolute"].execute(null, rootDir).text.trim()) + reactNativeDir = new File(["node", "--print", "require.resolve('react-native/package.json')"].execute(null, rootDir).text.trim()).getParentFile().getAbsoluteFile() + hermesCommand = new File(["node", "--print", "require.resolve('react-native/package.json')"].execute(null, rootDir).text.trim()).getParentFile().getAbsolutePath() + "/sdks/hermesc/%OS-BIN%/hermesc" + codegenDir = new File(["node", "--print", "require.resolve('@react-native/codegen/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim()).getParentFile().getAbsoluteFile() + + // Use Expo CLI to bundle the app, this ensures the Metro config + // works correctly with Expo projects. + cliFile = new File(["node", "--print", "require.resolve('@expo/cli', { paths: [require.resolve('expo/package.json')] })"].execute(null, rootDir).text.trim()) + bundleCommand = "export:embed" + + /* Folders */ + // The root of your project, i.e. where "package.json" lives. Default is '../..' + // root = file("../../") + // The folder where the react-native NPM package is. Default is ../../node_modules/react-native + // reactNativeDir = file("../../node_modules/react-native") + // The folder where the react-native Codegen package is. Default is ../../node_modules/@react-native/codegen + // codegenDir = file("../../node_modules/@react-native/codegen") + + /* Variants */ + // The list of variants to that are debuggable. For those we're going to + // skip the bundling of the JS bundle and the assets. By default is just 'debug'. + // If you add flavors like lite, prod, etc. you'll have to list your debuggableVariants. + // debuggableVariants = ["liteDebug", "prodDebug"] + + /* Bundling */ + // A list containing the node command and its flags. Default is just 'node'. + // nodeExecutableAndArgs = ["node"] + + // + // The path to the CLI configuration file. Default is empty. + // bundleConfig = file(../rn-cli.config.js) + // + // The name of the generated asset file containing your JS bundle + // bundleAssetName = "MyApplication.android.bundle" + // + // The entry file for bundle generation. Default is 'index.android.js' or 'index.js' + // entryFile = file("../js/MyApplication.android.js") + // + // A list of extra flags to pass to the 'bundle' commands. + // See https://github.com/react-native-community/cli/blob/main/docs/commands.md#bundle + // extraPackagerArgs = [] + + /* Hermes Commands */ + // The hermes compiler command to run. By default it is 'hermesc' + // hermesCommand = "$rootDir/my-custom-hermesc/bin/hermesc" + // + // The list of flags to pass to the Hermes compiler. By default is "-O", "-output-source-map" + // hermesFlags = ["-O", "-output-source-map"] + + /* Autolinking */ + autolinkLibrariesWithApp() +} + +/** + * Set this to true to Run Proguard on Release builds to minify the Java bytecode. + */ +def enableProguardInReleaseBuilds = (findProperty('android.enableProguardInReleaseBuilds') ?: false).toBoolean() + +/** + * The preferred build flavor of JavaScriptCore (JSC) + * + * For example, to use the international variant, you can use: + * `def jscFlavor = 'org.webkit:android-jsc-intl:+'` + * + * The international variant includes ICU i18n library and necessary data + * allowing to use e.g. `Date.toLocaleString` and `String.localeCompare` that + * give correct results when using with locales other than en-US. Note that + * this variant is about 6MiB larger per architecture than default. + */ +def jscFlavor = 'org.webkit:android-jsc:+' + +android { + ndkVersion rootProject.ext.ndkVersion + + buildToolsVersion rootProject.ext.buildToolsVersion + compileSdk rootProject.ext.compileSdkVersion + + namespace 'com.anonymous.llmtoolcalling' + defaultConfig { + applicationId 'com.anonymous.llmtoolcalling' + minSdkVersion rootProject.ext.minSdkVersion + targetSdkVersion rootProject.ext.targetSdkVersion + versionCode 1 + versionName "1.0.0" + } + signingConfigs { + debug { + storeFile file('debug.keystore') + storePassword 'android' + keyAlias 'androiddebugkey' + keyPassword 'android' + } + } + buildTypes { + debug { + signingConfig signingConfigs.debug + } + release { + // Caution! In production, you need to generate your own keystore file. + // see https://reactnative.dev/docs/signed-apk-android. + signingConfig signingConfigs.debug + shrinkResources (findProperty('android.enableShrinkResourcesInReleaseBuilds')?.toBoolean() ?: false) + minifyEnabled enableProguardInReleaseBuilds + proguardFiles getDefaultProguardFile("proguard-android.txt"), "proguard-rules.pro" + crunchPngs (findProperty('android.enablePngCrunchInReleaseBuilds')?.toBoolean() ?: true) + } + } + packagingOptions { + jniLibs { + useLegacyPackaging (findProperty('expo.useLegacyPackaging')?.toBoolean() ?: false) + } + } + androidResources { + ignoreAssetsPattern '!.svn:!.git:!.ds_store:!*.scc:!CVS:!thumbs.db:!picasa.ini:!*~' + } +} + +// Apply static values from `gradle.properties` to the `android.packagingOptions` +// Accepts values in comma delimited lists, example: +// android.packagingOptions.pickFirsts=/LICENSE,**/picasa.ini +["pickFirsts", "excludes", "merges", "doNotStrip"].each { prop -> + // Split option: 'foo,bar' -> ['foo', 'bar'] + def options = (findProperty("android.packagingOptions.$prop") ?: "").split(","); + // Trim all elements in place. + for (i in 0.. 0) { + println "android.packagingOptions.$prop += $options ($options.length)" + // Ex: android.packagingOptions.pickFirsts += '**/SCCS/**' + options.each { + android.packagingOptions[prop] += it + } + } +} + +dependencies { + // The version of react-native is set by the React Native Gradle Plugin + implementation("com.facebook.react:react-android") + + def isGifEnabled = (findProperty('expo.gif.enabled') ?: "") == "true"; + def isWebpEnabled = (findProperty('expo.webp.enabled') ?: "") == "true"; + def isWebpAnimatedEnabled = (findProperty('expo.webp.animated') ?: "") == "true"; + + if (isGifEnabled) { + // For animated gif support + implementation("com.facebook.fresco:animated-gif:${reactAndroidLibs.versions.fresco.get()}") + } + + if (isWebpEnabled) { + // For webp support + implementation("com.facebook.fresco:webpsupport:${reactAndroidLibs.versions.fresco.get()}") + if (isWebpAnimatedEnabled) { + // Animated webp support + implementation("com.facebook.fresco:animated-webp:${reactAndroidLibs.versions.fresco.get()}") + } + } + + if (hermesEnabled.toBoolean()) { + implementation("com.facebook.react:hermes-android") + } else { + implementation jscFlavor + } +} diff --git a/examples/llama/android/app/debug.keystore b/examples/llm-tool-calling/android/app/debug.keystore similarity index 100% rename from examples/llama/android/app/debug.keystore rename to examples/llm-tool-calling/android/app/debug.keystore diff --git a/examples/llama/android/app/proguard-rules.pro b/examples/llm-tool-calling/android/app/proguard-rules.pro similarity index 100% rename from examples/llama/android/app/proguard-rules.pro rename to examples/llm-tool-calling/android/app/proguard-rules.pro diff --git a/examples/llama/android/app/src/debug/AndroidManifest.xml b/examples/llm-tool-calling/android/app/src/debug/AndroidManifest.xml similarity index 100% rename from examples/llama/android/app/src/debug/AndroidManifest.xml rename to examples/llm-tool-calling/android/app/src/debug/AndroidManifest.xml diff --git a/examples/llm-tool-calling/android/app/src/main/AndroidManifest.xml b/examples/llm-tool-calling/android/app/src/main/AndroidManifest.xml new file mode 100644 index 000000000..4b190817f --- /dev/null +++ b/examples/llm-tool-calling/android/app/src/main/AndroidManifest.xml @@ -0,0 +1,34 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/examples/llama/android/app/src/main/assets/fonts/Aeonik-Medium.otf b/examples/llm-tool-calling/android/app/src/main/assets/fonts/Aeonik-Medium.otf similarity index 100% rename from examples/llama/android/app/src/main/assets/fonts/Aeonik-Medium.otf rename to examples/llm-tool-calling/android/app/src/main/assets/fonts/Aeonik-Medium.otf diff --git a/examples/llama/android/app/src/main/assets/fonts/Aeonik-Regular.otf b/examples/llm-tool-calling/android/app/src/main/assets/fonts/Aeonik-Regular.otf similarity index 100% rename from examples/llama/android/app/src/main/assets/fonts/Aeonik-Regular.otf rename to examples/llm-tool-calling/android/app/src/main/assets/fonts/Aeonik-Regular.otf diff --git a/examples/llm-tool-calling/android/app/src/main/java/com/anonymous/llmtoolcalling/MainActivity.kt b/examples/llm-tool-calling/android/app/src/main/java/com/anonymous/llmtoolcalling/MainActivity.kt new file mode 100644 index 000000000..18ce05f6a --- /dev/null +++ b/examples/llm-tool-calling/android/app/src/main/java/com/anonymous/llmtoolcalling/MainActivity.kt @@ -0,0 +1,60 @@ +package com.anonymous.llmtoolcalling + +import android.os.Build +import android.os.Bundle +import com.facebook.react.ReactActivity +import com.facebook.react.ReactActivityDelegate +import com.facebook.react.defaults.DefaultNewArchitectureEntryPoint.fabricEnabled +import com.facebook.react.defaults.DefaultReactActivityDelegate +import expo.modules.ReactActivityDelegateWrapper + +class MainActivity : ReactActivity() { + override fun onCreate(savedInstanceState: Bundle?) { + // Set the theme to AppTheme BEFORE onCreate to support + // coloring the background, status bar, and navigation bar. + // This is required for expo-splash-screen. + setTheme(R.style.AppTheme) + super.onCreate(null) + } + + /** + * Returns the name of the main component registered from JavaScript. This is used to schedule + * rendering of the component. + */ + override fun getMainComponentName(): String = "main" + + /** + * Returns the instance of the [ReactActivityDelegate]. We use [DefaultReactActivityDelegate] + * which allows you to enable New Architecture with a single boolean flags [fabricEnabled] + */ + override fun createReactActivityDelegate(): ReactActivityDelegate { + return ReactActivityDelegateWrapper( + this, + BuildConfig.IS_NEW_ARCHITECTURE_ENABLED, + object : DefaultReactActivityDelegate( + this, + mainComponentName, + fabricEnabled, + ) {}, + ) + } + + /** + * Align the back button behavior with Android S + * where moving root activities to background instead of finishing activities. + * @see onBackPressed + */ + override fun invokeDefaultOnBackPressed() { + if (Build.VERSION.SDK_INT <= Build.VERSION_CODES.R) { + if (!moveTaskToBack(false)) { + // For non-root activities, use the default implementation to finish them. + super.invokeDefaultOnBackPressed() + } + return + } + + // Use the default back button implementation on Android S + // because it's doing more than [Activity.moveTaskToBack] in fact. + super.invokeDefaultOnBackPressed() + } +} diff --git a/examples/llm-tool-calling/android/app/src/main/java/com/anonymous/llmtoolcalling/MainApplication.kt b/examples/llm-tool-calling/android/app/src/main/java/com/anonymous/llmtoolcalling/MainApplication.kt new file mode 100644 index 000000000..119fa3441 --- /dev/null +++ b/examples/llm-tool-calling/android/app/src/main/java/com/anonymous/llmtoolcalling/MainApplication.kt @@ -0,0 +1,55 @@ +package com.anonymous.llmtoolcalling + +import android.app.Application +import android.content.res.Configuration +import com.facebook.react.PackageList +import com.facebook.react.ReactApplication +import com.facebook.react.ReactHost +import com.facebook.react.ReactNativeHost +import com.facebook.react.ReactPackage +import com.facebook.react.defaults.DefaultNewArchitectureEntryPoint.load +import com.facebook.react.defaults.DefaultReactNativeHost +import com.facebook.react.soloader.OpenSourceMergedSoMapping +import com.facebook.soloader.SoLoader +import expo.modules.ApplicationLifecycleDispatcher +import expo.modules.ReactNativeHostWrapper + +class MainApplication : Application(), ReactApplication { + override val reactNativeHost: ReactNativeHost = + ReactNativeHostWrapper( + this, + object : DefaultReactNativeHost(this) { + override fun getPackages(): List { + val packages = PackageList(this).packages + // Packages that cannot be autolinked yet can be added manually here, for example: + // packages.add(new MyReactNativePackage()); + return packages + } + + override fun getJSMainModuleName(): String = ".expo/.virtual-metro-entry" + + override fun getUseDeveloperSupport(): Boolean = BuildConfig.DEBUG + + override val isNewArchEnabled: Boolean = BuildConfig.IS_NEW_ARCHITECTURE_ENABLED + override val isHermesEnabled: Boolean = BuildConfig.IS_HERMES_ENABLED + }, + ) + + override val reactHost: ReactHost + get() = ReactNativeHostWrapper.createReactHost(applicationContext, reactNativeHost) + + override fun onCreate() { + super.onCreate() + SoLoader.init(this, OpenSourceMergedSoMapping) + if (BuildConfig.IS_NEW_ARCHITECTURE_ENABLED) { + // If you opted-in for the New Architecture, we load the native entry point for this app. + load() + } + ApplicationLifecycleDispatcher.onApplicationCreate(this) + } + + override fun onConfigurationChanged(newConfig: Configuration) { + super.onConfigurationChanged(newConfig) + ApplicationLifecycleDispatcher.onConfigurationChanged(this, newConfig) + } +} diff --git a/examples/llama/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png b/examples/llm-tool-calling/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png similarity index 100% rename from examples/llama/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png rename to examples/llm-tool-calling/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png diff --git a/examples/llama/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png b/examples/llm-tool-calling/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png similarity index 100% rename from examples/llama/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png rename to examples/llm-tool-calling/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png diff --git a/examples/llama/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png b/examples/llm-tool-calling/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png similarity index 100% rename from examples/llama/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png rename to examples/llm-tool-calling/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png diff --git a/examples/llama/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png b/examples/llm-tool-calling/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png similarity index 100% rename from examples/llama/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png rename to examples/llm-tool-calling/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png diff --git a/examples/llama/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png b/examples/llm-tool-calling/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png similarity index 100% rename from examples/llama/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png rename to examples/llm-tool-calling/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png diff --git a/examples/llama/android/app/src/main/res/drawable/ic_launcher_background.xml b/examples/llm-tool-calling/android/app/src/main/res/drawable/ic_launcher_background.xml similarity index 100% rename from examples/llama/android/app/src/main/res/drawable/ic_launcher_background.xml rename to examples/llm-tool-calling/android/app/src/main/res/drawable/ic_launcher_background.xml diff --git a/examples/llama/android/app/src/main/res/drawable/rn_edit_text_material.xml b/examples/llm-tool-calling/android/app/src/main/res/drawable/rn_edit_text_material.xml similarity index 100% rename from examples/llama/android/app/src/main/res/drawable/rn_edit_text_material.xml rename to examples/llm-tool-calling/android/app/src/main/res/drawable/rn_edit_text_material.xml diff --git a/examples/llama/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml b/examples/llm-tool-calling/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml diff --git a/examples/llama/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml b/examples/llm-tool-calling/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml diff --git a/examples/llama/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-hdpi/ic_launcher_foreground.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-hdpi/ic_launcher_foreground.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-hdpi/ic_launcher_foreground.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-hdpi/ic_launcher_foreground.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-hdpi/ic_launcher_round.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-hdpi/ic_launcher_round.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-hdpi/ic_launcher_round.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-hdpi/ic_launcher_round.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-mdpi/ic_launcher.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-mdpi/ic_launcher.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-mdpi/ic_launcher.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-mdpi/ic_launcher.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-mdpi/ic_launcher_foreground.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-mdpi/ic_launcher_foreground.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-mdpi/ic_launcher_foreground.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-mdpi/ic_launcher_foreground.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-mdpi/ic_launcher_round.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-mdpi/ic_launcher_round.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-mdpi/ic_launcher_round.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-mdpi/ic_launcher_round.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-xhdpi/ic_launcher.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-xhdpi/ic_launcher.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-xhdpi/ic_launcher.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-xhdpi/ic_launcher.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-xhdpi/ic_launcher_foreground.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-xhdpi/ic_launcher_foreground.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-xhdpi/ic_launcher_foreground.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-xhdpi/ic_launcher_foreground.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-xhdpi/ic_launcher_round.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-xhdpi/ic_launcher_round.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-xhdpi/ic_launcher_round.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-xhdpi/ic_launcher_round.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-xxhdpi/ic_launcher.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-xxhdpi/ic_launcher.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-xxhdpi/ic_launcher.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-xxhdpi/ic_launcher.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-xxhdpi/ic_launcher_foreground.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-xxhdpi/ic_launcher_foreground.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-xxhdpi/ic_launcher_foreground.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-xxhdpi/ic_launcher_foreground.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_foreground.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_foreground.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_foreground.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_foreground.webp diff --git a/examples/llama/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp b/examples/llm-tool-calling/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp similarity index 100% rename from examples/llama/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp rename to examples/llm-tool-calling/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp diff --git a/examples/llama/android/app/src/main/res/values-night/colors.xml b/examples/llm-tool-calling/android/app/src/main/res/values-night/colors.xml similarity index 100% rename from examples/llama/android/app/src/main/res/values-night/colors.xml rename to examples/llm-tool-calling/android/app/src/main/res/values-night/colors.xml diff --git a/examples/llama/android/app/src/main/res/values/colors.xml b/examples/llm-tool-calling/android/app/src/main/res/values/colors.xml similarity index 100% rename from examples/llama/android/app/src/main/res/values/colors.xml rename to examples/llm-tool-calling/android/app/src/main/res/values/colors.xml diff --git a/examples/llm-tool-calling/android/app/src/main/res/values/strings.xml b/examples/llm-tool-calling/android/app/src/main/res/values/strings.xml new file mode 100644 index 000000000..12c524565 --- /dev/null +++ b/examples/llm-tool-calling/android/app/src/main/res/values/strings.xml @@ -0,0 +1,5 @@ + + llm_tool_calling + contain + false + \ No newline at end of file diff --git a/examples/llama/android/app/src/main/res/values/styles.xml b/examples/llm-tool-calling/android/app/src/main/res/values/styles.xml similarity index 100% rename from examples/llama/android/app/src/main/res/values/styles.xml rename to examples/llm-tool-calling/android/app/src/main/res/values/styles.xml diff --git a/examples/llama/android/build.gradle b/examples/llm-tool-calling/android/build.gradle similarity index 99% rename from examples/llama/android/build.gradle rename to examples/llm-tool-calling/android/build.gradle index e34231b2f..abbcb8ec8 100644 --- a/examples/llama/android/build.gradle +++ b/examples/llm-tool-calling/android/build.gradle @@ -6,7 +6,7 @@ buildscript { minSdkVersion = Integer.parseInt(findProperty('android.minSdkVersion') ?: '24') compileSdkVersion = Integer.parseInt(findProperty('android.compileSdkVersion') ?: '35') targetSdkVersion = Integer.parseInt(findProperty('android.targetSdkVersion') ?: '34') - kotlinVersion = findProperty('android.kotlinVersion') ?: '1.9.24' + kotlinVersion = findProperty('android.kotlinVersion') ?: '1.9.25' ndkVersion = "26.1.10909125" } diff --git a/examples/llama/android/gradle.properties b/examples/llm-tool-calling/android/gradle.properties similarity index 100% rename from examples/llama/android/gradle.properties rename to examples/llm-tool-calling/android/gradle.properties diff --git a/examples/llama/android/gradle/wrapper/gradle-wrapper.jar b/examples/llm-tool-calling/android/gradle/wrapper/gradle-wrapper.jar similarity index 100% rename from examples/llama/android/gradle/wrapper/gradle-wrapper.jar rename to examples/llm-tool-calling/android/gradle/wrapper/gradle-wrapper.jar diff --git a/examples/llama/android/gradle/wrapper/gradle-wrapper.properties b/examples/llm-tool-calling/android/gradle/wrapper/gradle-wrapper.properties similarity index 100% rename from examples/llama/android/gradle/wrapper/gradle-wrapper.properties rename to examples/llm-tool-calling/android/gradle/wrapper/gradle-wrapper.properties diff --git a/examples/llama/android/gradlew b/examples/llm-tool-calling/android/gradlew similarity index 100% rename from examples/llama/android/gradlew rename to examples/llm-tool-calling/android/gradlew diff --git a/examples/llama/android/gradlew.bat b/examples/llm-tool-calling/android/gradlew.bat similarity index 100% rename from examples/llama/android/gradlew.bat rename to examples/llm-tool-calling/android/gradlew.bat diff --git a/examples/llm-tool-calling/android/settings.gradle b/examples/llm-tool-calling/android/settings.gradle new file mode 100644 index 000000000..128ece4b5 --- /dev/null +++ b/examples/llm-tool-calling/android/settings.gradle @@ -0,0 +1,38 @@ +pluginManagement { + includeBuild(new File(["node", "--print", "require.resolve('@react-native/gradle-plugin/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim()).getParentFile().toString()) +} +plugins { id("com.facebook.react.settings") } + +extensions.configure(com.facebook.react.ReactSettingsExtension) { ex -> + if (System.getenv('EXPO_USE_COMMUNITY_AUTOLINKING') == '1') { + ex.autolinkLibrariesFromCommand() + } else { + def command = [ + 'node', + '--no-warnings', + '--eval', + 'require(require.resolve(\'expo-modules-autolinking\', { paths: [require.resolve(\'expo/package.json\')] }))(process.argv.slice(1))', + 'react-native-config', + '--json', + '--platform', + 'android' + ].toList() + ex.autolinkLibrariesFromCommand(command) + } +} + +rootProject.name = 'llm_tool_calling' + +dependencyResolutionManagement { + versionCatalogs { + reactAndroidLibs { + from(files(new File(["node", "--print", "require.resolve('react-native/package.json')"].execute(null, rootDir).text.trim(), "../gradle/libs.versions.toml"))) + } + } +} + +apply from: new File(["node", "--print", "require.resolve('expo/package.json')"].execute(null, rootDir).text.trim(), "../scripts/autolinking.gradle"); +useExpoModules() + +include ':app' +includeBuild(new File(["node", "--print", "require.resolve('@react-native/gradle-plugin/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim()).getParentFile()) diff --git a/examples/llm-tool-calling/app.json b/examples/llm-tool-calling/app.json new file mode 100644 index 000000000..da8e522f6 --- /dev/null +++ b/examples/llm-tool-calling/app.json @@ -0,0 +1,47 @@ +{ + "expo": { + "name": "llm_tool_calling", + "slug": "llm_tool_calling", + "version": "1.0.0", + "orientation": "portrait", + "icon": "./assets/icons/icon.png", + "userInterfaceStyle": "light", + "plugins": [ + [ + "expo-font", + { + "fonts": [ + "./assets/fonts/Aeonik-Regular.otf", + "./assets/fonts/Aeonik-Medium.otf" + ] + } + ], + [ + "expo-calendar", + { + "calendarPermission": "The app needs to access your calendar." + } + ] + ], + "newArchEnabled": true, + "splash": { + "image": "./assets/icons/splash.png", + "resizeMode": "contain", + "backgroundColor": "#ffffff" + }, + "ios": { + "supportsTablet": true, + "bundleIdentifier": "com.anonymous.llmtoolcalling" + }, + "android": { + "adaptiveIcon": { + "foregroundImage": "./assets/icons/adaptive-icon.png", + "backgroundColor": "#ffffff" + }, + "package": "com.anonymous.llmtoolcalling" + }, + "web": { + "favicon": "./assets/icons/favicon.png" + } + } +} diff --git a/examples/llama/assets/fonts/Aeonik-Medium.otf b/examples/llm-tool-calling/assets/fonts/Aeonik-Medium.otf similarity index 100% rename from examples/llama/assets/fonts/Aeonik-Medium.otf rename to examples/llm-tool-calling/assets/fonts/Aeonik-Medium.otf diff --git a/examples/llama/assets/fonts/Aeonik-Regular.otf b/examples/llm-tool-calling/assets/fonts/Aeonik-Regular.otf similarity index 100% rename from examples/llama/assets/fonts/Aeonik-Regular.otf rename to examples/llm-tool-calling/assets/fonts/Aeonik-Regular.otf diff --git a/examples/llama/assets/icons/adaptive-icon.png b/examples/llm-tool-calling/assets/icons/adaptive-icon.png similarity index 100% rename from examples/llama/assets/icons/adaptive-icon.png rename to examples/llm-tool-calling/assets/icons/adaptive-icon.png diff --git a/examples/llama/assets/icons/favicon.png b/examples/llm-tool-calling/assets/icons/favicon.png similarity index 100% rename from examples/llama/assets/icons/favicon.png rename to examples/llm-tool-calling/assets/icons/favicon.png diff --git a/examples/llama/assets/icons/icon.png b/examples/llm-tool-calling/assets/icons/icon.png similarity index 100% rename from examples/llama/assets/icons/icon.png rename to examples/llm-tool-calling/assets/icons/icon.png diff --git a/examples/llama/assets/icons/llama_icon.svg b/examples/llm-tool-calling/assets/icons/llama_icon.svg similarity index 100% rename from examples/llama/assets/icons/llama_icon.svg rename to examples/llm-tool-calling/assets/icons/llama_icon.svg diff --git a/examples/llama/assets/icons/pause_icon.svg b/examples/llm-tool-calling/assets/icons/pause_icon.svg similarity index 100% rename from examples/llama/assets/icons/pause_icon.svg rename to examples/llm-tool-calling/assets/icons/pause_icon.svg diff --git a/examples/llama/assets/icons/send_icon.svg b/examples/llm-tool-calling/assets/icons/send_icon.svg similarity index 100% rename from examples/llama/assets/icons/send_icon.svg rename to examples/llm-tool-calling/assets/icons/send_icon.svg diff --git a/examples/llama/assets/icons/splash.png b/examples/llm-tool-calling/assets/icons/splash.png similarity index 100% rename from examples/llama/assets/icons/splash.png rename to examples/llm-tool-calling/assets/icons/splash.png diff --git a/examples/llama/assets/icons/swm_icon.svg b/examples/llm-tool-calling/assets/icons/swm_icon.svg similarity index 100% rename from examples/llama/assets/icons/swm_icon.svg rename to examples/llm-tool-calling/assets/icons/swm_icon.svg diff --git a/examples/llama/babel.config.js b/examples/llm-tool-calling/babel.config.js similarity index 100% rename from examples/llama/babel.config.js rename to examples/llm-tool-calling/babel.config.js diff --git a/examples/llm-tool-calling/index.ts b/examples/llm-tool-calling/index.ts new file mode 100644 index 000000000..018d06f91 --- /dev/null +++ b/examples/llm-tool-calling/index.ts @@ -0,0 +1,8 @@ +import { registerRootComponent } from 'expo'; + +import App from './src/App'; + +// registerRootComponent calls AppRegistry.registerComponent('main', () => App); +// It also ensures that whether you load the app in Expo Go or in a native build, +// the environment is set up appropriately +registerRootComponent(App); diff --git a/examples/llama/ios/.gitignore b/examples/llm-tool-calling/ios/.gitignore similarity index 100% rename from examples/llama/ios/.gitignore rename to examples/llm-tool-calling/ios/.gitignore diff --git a/examples/llama/ios/.xcode.env b/examples/llm-tool-calling/ios/.xcode.env similarity index 100% rename from examples/llama/ios/.xcode.env rename to examples/llm-tool-calling/ios/.xcode.env diff --git a/examples/llm-tool-calling/ios/Podfile b/examples/llm-tool-calling/ios/Podfile new file mode 100644 index 000000000..0f400978c --- /dev/null +++ b/examples/llm-tool-calling/ios/Podfile @@ -0,0 +1,66 @@ +require File.join(File.dirname(`node --print "require.resolve('expo/package.json')"`), "scripts/autolinking") +require File.join(File.dirname(`node --print "require.resolve('react-native/package.json')"`), "scripts/react_native_pods") + +require 'json' +podfile_properties = JSON.parse(File.read(File.join(__dir__, 'Podfile.properties.json'))) rescue {} + +ENV['RCT_NEW_ARCH_ENABLED'] = podfile_properties['newArchEnabled'] == 'true' ? '1' : '0' +ENV['EX_DEV_CLIENT_NETWORK_INSPECTOR'] = podfile_properties['EX_DEV_CLIENT_NETWORK_INSPECTOR'] + +platform :ios, podfile_properties['ios.deploymentTarget'] || '15.1' +install! 'cocoapods', + :deterministic_uuids => false + +prepare_react_native_project! + +target 'llmtoolcalling' do + use_expo_modules! + + if ENV['EXPO_USE_COMMUNITY_AUTOLINKING'] == '1' + config_command = ['node', '-e', "process.argv=['', '', 'config'];require('@react-native-community/cli').run()"]; + else + config_command = [ + 'node', + '--no-warnings', + '--eval', + 'require(require.resolve(\'expo-modules-autolinking\', { paths: [require.resolve(\'expo/package.json\')] }))(process.argv.slice(1))', + 'react-native-config', + '--json', + '--platform', + 'ios' + ] + end + + config = use_native_modules!(config_command) + + use_frameworks! :linkage => podfile_properties['ios.useFrameworks'].to_sym if podfile_properties['ios.useFrameworks'] + use_frameworks! :linkage => ENV['USE_FRAMEWORKS'].to_sym if ENV['USE_FRAMEWORKS'] + + use_react_native!( + :path => config[:reactNativePath], + :hermes_enabled => podfile_properties['expo.jsEngine'] == nil || podfile_properties['expo.jsEngine'] == 'hermes', + # An absolute path to your application root. + :app_path => "#{Pod::Config.instance.installation_root}/..", + :privacy_file_aggregation_enabled => podfile_properties['apple.privacyManifestAggregationEnabled'] != 'false', + ) + + post_install do |installer| + react_native_post_install( + installer, + config[:reactNativePath], + :mac_catalyst_enabled => false, + :ccache_enabled => podfile_properties['apple.ccacheEnabled'] == 'true', + ) + + # This is necessary for Xcode 14, because it signs resource bundles by default + # when building for devices. + installer.target_installation_results.pod_target_installation_results + .each do |pod_name, target_installation_result| + target_installation_result.resource_bundle_targets.each do |resource_bundle_target| + resource_bundle_target.build_configurations.each do |config| + config.build_settings['CODE_SIGNING_ALLOWED'] = 'NO' + end + end + end + end +end diff --git a/examples/llm-tool-calling/ios/Podfile.lock b/examples/llm-tool-calling/ios/Podfile.lock new file mode 100644 index 000000000..7bca4faae --- /dev/null +++ b/examples/llm-tool-calling/ios/Podfile.lock @@ -0,0 +1,2154 @@ +PODS: + - boost (1.84.0) + - DoubleConversion (1.1.6) + - EXConstants (17.0.8): + - ExpoModulesCore + - Expo (52.0.46): + - ExpoModulesCore + - ExpoAsset (11.0.5): + - ExpoModulesCore + - ExpoBrightness (13.0.3): + - ExpoModulesCore + - ExpoCalendar (14.0.6): + - ExpoModulesCore + - ExpoFileSystem (18.0.12): + - ExpoModulesCore + - ExpoFont (13.0.4): + - ExpoModulesCore + - ExpoKeepAwake (14.0.3): + - ExpoModulesCore + - ExpoModulesCore (2.2.3): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-jsinspector + - React-NativeModulesApple + - React-RCTAppDelegate + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - fast_float (6.1.4) + - FBLazyVector (0.76.9) + - fmt (11.0.2) + - glog (0.3.5) + - hermes-engine (0.76.9): + - hermes-engine/Pre-built (= 0.76.9) + - hermes-engine/Pre-built (0.76.9) + - opencv-rne (4.11.0) + - RCT-Folly (2024.10.14.00): + - boost + - DoubleConversion + - fast_float + - fmt + - glog + - RCT-Folly/Default (= 2024.10.14.00) + - RCT-Folly/Default (2024.10.14.00): + - boost + - DoubleConversion + - fast_float + - fmt + - glog + - RCT-Folly/Fabric (2024.10.14.00): + - boost + - DoubleConversion + - fast_float + - fmt + - glog + - RCTDeprecation (0.76.9) + - RCTRequired (0.76.9) + - RCTTypeSafety (0.76.9): + - FBLazyVector (= 0.76.9) + - RCTRequired (= 0.76.9) + - React-Core (= 0.76.9) + - React (0.76.9): + - React-Core (= 0.76.9) + - React-Core/DevSupport (= 0.76.9) + - React-Core/RCTWebSocket (= 0.76.9) + - React-RCTActionSheet (= 0.76.9) + - React-RCTAnimation (= 0.76.9) + - React-RCTBlob (= 0.76.9) + - React-RCTImage (= 0.76.9) + - React-RCTLinking (= 0.76.9) + - React-RCTNetwork (= 0.76.9) + - React-RCTSettings (= 0.76.9) + - React-RCTText (= 0.76.9) + - React-RCTVibration (= 0.76.9) + - React-callinvoker (0.76.9) + - React-Core (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default (= 0.76.9) + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/CoreModulesHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/Default (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/DevSupport (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default (= 0.76.9) + - React-Core/RCTWebSocket (= 0.76.9) + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTActionSheetHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTAnimationHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTBlobHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTImageHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTLinkingHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTNetworkHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTSettingsHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTTextHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTVibrationHeaders (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTWebSocket (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTDeprecation + - React-Core/Default (= 0.76.9) + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-CoreModules (0.76.9): + - DoubleConversion + - fast_float + - fmt + - RCT-Folly + - RCTTypeSafety + - React-Core/CoreModulesHeaders + - React-jsi + - React-jsinspector + - React-NativeModulesApple + - React-RCTBlob + - React-RCTImage + - ReactCodegen + - ReactCommon + - SocketRocket + - React-cxxreact (0.76.9): + - boost + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-debug + - React-jsi + - React-jsinspector + - React-logger + - React-perflogger + - React-runtimeexecutor + - React-timing + - React-debug (0.76.9) + - React-defaultsnativemodule (0.76.9): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-domnativemodule + - React-Fabric + - React-featureflags + - React-featureflagsnativemodule + - React-graphics + - React-idlecallbacksnativemodule + - React-ImageManager + - React-microtasksnativemodule + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-domnativemodule (0.76.9): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-FabricComponents + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-Fabric (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/animations (= 0.76.9) + - React-Fabric/attributedstring (= 0.76.9) + - React-Fabric/componentregistry (= 0.76.9) + - React-Fabric/componentregistrynative (= 0.76.9) + - React-Fabric/components (= 0.76.9) + - React-Fabric/core (= 0.76.9) + - React-Fabric/dom (= 0.76.9) + - React-Fabric/imagemanager (= 0.76.9) + - React-Fabric/leakchecker (= 0.76.9) + - React-Fabric/mounting (= 0.76.9) + - React-Fabric/observers (= 0.76.9) + - React-Fabric/scheduler (= 0.76.9) + - React-Fabric/telemetry (= 0.76.9) + - React-Fabric/templateprocessor (= 0.76.9) + - React-Fabric/uimanager (= 0.76.9) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/animations (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/attributedstring (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/componentregistry (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/componentregistrynative (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/components (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/components/legacyviewmanagerinterop (= 0.76.9) + - React-Fabric/components/root (= 0.76.9) + - React-Fabric/components/view (= 0.76.9) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/components/legacyviewmanagerinterop (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/components/root (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/components/view (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - Yoga + - React-Fabric/core (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/dom (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/imagemanager (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/leakchecker (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/mounting (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/observers (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/observers/events (= 0.76.9) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/observers/events (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/scheduler (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/observers/events + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-performancetimeline + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/telemetry (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/templateprocessor (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/uimanager (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/uimanager/consistency (= 0.76.9) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererconsistency + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/uimanager/consistency (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererconsistency + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-FabricComponents (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-FabricComponents/components (= 0.76.9) + - React-FabricComponents/textlayoutmanager (= 0.76.9) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-FabricComponents/components/inputaccessory (= 0.76.9) + - React-FabricComponents/components/iostextinput (= 0.76.9) + - React-FabricComponents/components/modal (= 0.76.9) + - React-FabricComponents/components/rncore (= 0.76.9) + - React-FabricComponents/components/safeareaview (= 0.76.9) + - React-FabricComponents/components/scrollview (= 0.76.9) + - React-FabricComponents/components/text (= 0.76.9) + - React-FabricComponents/components/textinput (= 0.76.9) + - React-FabricComponents/components/unimplementedview (= 0.76.9) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/inputaccessory (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/iostextinput (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/modal (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/rncore (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/safeareaview (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/scrollview (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/text (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/textinput (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/unimplementedview (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/textlayoutmanager (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricImage (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly/Fabric + - RCTRequired + - RCTTypeSafety + - React-Fabric + - React-graphics + - React-ImageManager + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-utils + - ReactCommon + - Yoga + - React-featureflags (0.76.9) + - React-featureflagsnativemodule (0.76.9): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-graphics (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - RCT-Folly/Fabric + - React-jsi + - React-jsiexecutor + - React-utils + - React-hermes (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-cxxreact + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimeexecutor + - React-idlecallbacksnativemodule (0.76.9): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-ImageManager (0.76.9): + - glog + - RCT-Folly/Fabric + - React-Core/Default + - React-debug + - React-Fabric + - React-graphics + - React-rendererdebug + - React-utils + - React-jserrorhandler (0.76.9): + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - React-cxxreact + - React-debug + - React-jsi + - React-jsi (0.76.9): + - boost + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-jsiexecutor (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-cxxreact + - React-jsi + - React-jsinspector + - React-perflogger + - React-jsinspector (0.76.9): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly + - React-featureflags + - React-jsi + - React-perflogger + - React-runtimeexecutor + - React-jsitracing (0.76.9): + - React-jsi + - React-logger (0.76.9): + - glog + - React-Mapbuffer (0.76.9): + - glog + - React-debug + - React-microtasksnativemodule (0.76.9): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - react-native-executorch (0.3.2): + - DoubleConversion + - glog + - hermes-engine + - opencv-rne (~> 4.11.0) + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - sqlite3 + - Yoga + - react-native-safe-area-context (4.12.0): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - react-native-safe-area-context/common (= 4.12.0) + - react-native-safe-area-context/fabric (= 4.12.0) + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - react-native-safe-area-context/common (4.12.0): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - react-native-safe-area-context/fabric (4.12.0): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - react-native-safe-area-context/common + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-nativeconfig (0.76.9) + - React-NativeModulesApple (0.76.9): + - glog + - hermes-engine + - React-callinvoker + - React-Core + - React-cxxreact + - React-jsi + - React-jsinspector + - React-runtimeexecutor + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - React-perflogger (0.76.9): + - DoubleConversion + - RCT-Folly (= 2024.10.14.00) + - React-performancetimeline (0.76.9): + - RCT-Folly (= 2024.10.14.00) + - React-cxxreact + - React-timing + - React-RCTActionSheet (0.76.9): + - React-Core/RCTActionSheetHeaders (= 0.76.9) + - React-RCTAnimation (0.76.9): + - RCT-Folly (= 2024.10.14.00) + - RCTTypeSafety + - React-Core/RCTAnimationHeaders + - React-jsi + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - React-RCTAppDelegate (0.76.9): + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-CoreModules + - React-debug + - React-defaultsnativemodule + - React-Fabric + - React-featureflags + - React-graphics + - React-hermes + - React-nativeconfig + - React-NativeModulesApple + - React-RCTFabric + - React-RCTImage + - React-RCTNetwork + - React-rendererdebug + - React-RuntimeApple + - React-RuntimeCore + - React-RuntimeHermes + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon + - React-RCTBlob (0.76.9): + - DoubleConversion + - fast_float + - fmt + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - React-Core/RCTBlobHeaders + - React-Core/RCTWebSocket + - React-jsi + - React-jsinspector + - React-NativeModulesApple + - React-RCTNetwork + - ReactCodegen + - ReactCommon + - React-RCTFabric (0.76.9): + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - React-Core + - React-debug + - React-Fabric + - React-FabricComponents + - React-FabricImage + - React-featureflags + - React-graphics + - React-ImageManager + - React-jsi + - React-jsinspector + - React-nativeconfig + - React-performancetimeline + - React-RCTImage + - React-RCTText + - React-rendererconsistency + - React-rendererdebug + - React-runtimescheduler + - React-utils + - Yoga + - React-RCTImage (0.76.9): + - RCT-Folly (= 2024.10.14.00) + - RCTTypeSafety + - React-Core/RCTImageHeaders + - React-jsi + - React-NativeModulesApple + - React-RCTNetwork + - ReactCodegen + - ReactCommon + - React-RCTLinking (0.76.9): + - React-Core/RCTLinkingHeaders (= 0.76.9) + - React-jsi (= 0.76.9) + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - ReactCommon/turbomodule/core (= 0.76.9) + - React-RCTNetwork (0.76.9): + - RCT-Folly (= 2024.10.14.00) + - RCTTypeSafety + - React-Core/RCTNetworkHeaders + - React-jsi + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - React-RCTSettings (0.76.9): + - RCT-Folly (= 2024.10.14.00) + - RCTTypeSafety + - React-Core/RCTSettingsHeaders + - React-jsi + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - React-RCTText (0.76.9): + - React-Core/RCTTextHeaders (= 0.76.9) + - Yoga + - React-RCTVibration (0.76.9): + - RCT-Folly (= 2024.10.14.00) + - React-Core/RCTVibrationHeaders + - React-jsi + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - React-rendererconsistency (0.76.9) + - React-rendererdebug (0.76.9): + - DoubleConversion + - fast_float + - fmt + - RCT-Folly + - React-debug + - React-rncore (0.76.9) + - React-RuntimeApple (0.76.9): + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - React-callinvoker + - React-Core/Default + - React-CoreModules + - React-cxxreact + - React-jserrorhandler + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-Mapbuffer + - React-NativeModulesApple + - React-RCTFabric + - React-RuntimeCore + - React-runtimeexecutor + - React-RuntimeHermes + - React-runtimescheduler + - React-utils + - React-RuntimeCore (0.76.9): + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - React-cxxreact + - React-featureflags + - React-jserrorhandler + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-performancetimeline + - React-runtimeexecutor + - React-runtimescheduler + - React-utils + - React-runtimeexecutor (0.76.9): + - React-jsi (= 0.76.9) + - React-RuntimeHermes (0.76.9): + - hermes-engine + - RCT-Folly/Fabric (= 2024.10.14.00) + - React-featureflags + - React-hermes + - React-jsi + - React-jsinspector + - React-jsitracing + - React-nativeconfig + - React-RuntimeCore + - React-utils + - React-runtimescheduler (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - React-callinvoker + - React-cxxreact + - React-debug + - React-featureflags + - React-jsi + - React-performancetimeline + - React-rendererconsistency + - React-rendererdebug + - React-runtimeexecutor + - React-timing + - React-utils + - React-timing (0.76.9) + - React-utils (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - React-debug + - React-jsi (= 0.76.9) + - ReactCodegen (0.76.9): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-FabricImage + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-NativeModulesApple + - React-rendererdebug + - React-utils + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - ReactCommon (0.76.9): + - ReactCommon/turbomodule (= 0.76.9) + - ReactCommon/turbomodule (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-jsi + - React-logger + - React-perflogger + - ReactCommon/turbomodule/bridging (= 0.76.9) + - ReactCommon/turbomodule/core (= 0.76.9) + - ReactCommon/turbomodule/bridging (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-jsi (= 0.76.9) + - React-logger + - React-perflogger + - ReactCommon/turbomodule/core (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-debug (= 0.76.9) + - React-featureflags (= 0.76.9) + - React-jsi + - React-logger + - React-perflogger + - React-utils (= 0.76.9) + - RNReanimated (3.16.5): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - RNReanimated/reanimated (= 3.16.5) + - RNReanimated/worklets (= 3.16.5) + - Yoga + - RNReanimated/reanimated (3.16.5): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - RNReanimated/reanimated/apple (= 3.16.5) + - Yoga + - RNReanimated/reanimated/apple (3.16.5): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - RNReanimated/worklets (3.16.5): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - RNSVG (15.8.0): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - RNSVG/common (= 15.8.0) + - Yoga + - RNSVG/common (15.8.0): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - SocketRocket (0.7.1) + - sqlite3 (3.49.1): + - sqlite3/common (= 3.49.1) + - sqlite3/common (3.49.1) + - Yoga (0.0.0) + +DEPENDENCIES: + - boost (from `../node_modules/react-native/third-party-podspecs/boost.podspec`) + - DoubleConversion (from `../node_modules/react-native/third-party-podspecs/DoubleConversion.podspec`) + - EXConstants (from `../node_modules/expo-constants/ios`) + - Expo (from `../node_modules/expo`) + - ExpoAsset (from `../node_modules/expo-asset/ios`) + - ExpoBrightness (from `../node_modules/expo-brightness/ios`) + - ExpoCalendar (from `../node_modules/expo-calendar/ios`) + - ExpoFileSystem (from `../node_modules/expo-file-system/ios`) + - ExpoFont (from `../node_modules/expo-font/ios`) + - ExpoKeepAwake (from `../node_modules/expo-keep-awake/ios`) + - ExpoModulesCore (from `../node_modules/expo-modules-core`) + - fast_float (from `../node_modules/react-native/third-party-podspecs/fast_float.podspec`) + - FBLazyVector (from `../node_modules/react-native/Libraries/FBLazyVector`) + - fmt (from `../node_modules/react-native/third-party-podspecs/fmt.podspec`) + - glog (from `../node_modules/react-native/third-party-podspecs/glog.podspec`) + - hermes-engine (from `../node_modules/react-native/sdks/hermes-engine/hermes-engine.podspec`) + - RCT-Folly (from `../node_modules/react-native/third-party-podspecs/RCT-Folly.podspec`) + - RCT-Folly/Fabric (from `../node_modules/react-native/third-party-podspecs/RCT-Folly.podspec`) + - RCTDeprecation (from `../node_modules/react-native/ReactApple/Libraries/RCTFoundation/RCTDeprecation`) + - RCTRequired (from `../node_modules/react-native/Libraries/Required`) + - RCTTypeSafety (from `../node_modules/react-native/Libraries/TypeSafety`) + - React (from `../node_modules/react-native/`) + - React-callinvoker (from `../node_modules/react-native/ReactCommon/callinvoker`) + - React-Core (from `../node_modules/react-native/`) + - React-Core/RCTWebSocket (from `../node_modules/react-native/`) + - React-CoreModules (from `../node_modules/react-native/React/CoreModules`) + - React-cxxreact (from `../node_modules/react-native/ReactCommon/cxxreact`) + - React-debug (from `../node_modules/react-native/ReactCommon/react/debug`) + - React-defaultsnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/defaults`) + - React-domnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/dom`) + - React-Fabric (from `../node_modules/react-native/ReactCommon`) + - React-FabricComponents (from `../node_modules/react-native/ReactCommon`) + - React-FabricImage (from `../node_modules/react-native/ReactCommon`) + - React-featureflags (from `../node_modules/react-native/ReactCommon/react/featureflags`) + - React-featureflagsnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/featureflags`) + - React-graphics (from `../node_modules/react-native/ReactCommon/react/renderer/graphics`) + - React-hermes (from `../node_modules/react-native/ReactCommon/hermes`) + - React-idlecallbacksnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/idlecallbacks`) + - React-ImageManager (from `../node_modules/react-native/ReactCommon/react/renderer/imagemanager/platform/ios`) + - React-jserrorhandler (from `../node_modules/react-native/ReactCommon/jserrorhandler`) + - React-jsi (from `../node_modules/react-native/ReactCommon/jsi`) + - React-jsiexecutor (from `../node_modules/react-native/ReactCommon/jsiexecutor`) + - React-jsinspector (from `../node_modules/react-native/ReactCommon/jsinspector-modern`) + - React-jsitracing (from `../node_modules/react-native/ReactCommon/hermes/executor/`) + - React-logger (from `../node_modules/react-native/ReactCommon/logger`) + - React-Mapbuffer (from `../node_modules/react-native/ReactCommon`) + - React-microtasksnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/microtasks`) + - react-native-executorch (from `../node_modules/react-native-executorch`) + - react-native-safe-area-context (from `../node_modules/react-native-safe-area-context`) + - React-nativeconfig (from `../node_modules/react-native/ReactCommon`) + - React-NativeModulesApple (from `../node_modules/react-native/ReactCommon/react/nativemodule/core/platform/ios`) + - React-perflogger (from `../node_modules/react-native/ReactCommon/reactperflogger`) + - React-performancetimeline (from `../node_modules/react-native/ReactCommon/react/performance/timeline`) + - React-RCTActionSheet (from `../node_modules/react-native/Libraries/ActionSheetIOS`) + - React-RCTAnimation (from `../node_modules/react-native/Libraries/NativeAnimation`) + - React-RCTAppDelegate (from `../node_modules/react-native/Libraries/AppDelegate`) + - React-RCTBlob (from `../node_modules/react-native/Libraries/Blob`) + - React-RCTFabric (from `../node_modules/react-native/React`) + - React-RCTImage (from `../node_modules/react-native/Libraries/Image`) + - React-RCTLinking (from `../node_modules/react-native/Libraries/LinkingIOS`) + - React-RCTNetwork (from `../node_modules/react-native/Libraries/Network`) + - React-RCTSettings (from `../node_modules/react-native/Libraries/Settings`) + - React-RCTText (from `../node_modules/react-native/Libraries/Text`) + - React-RCTVibration (from `../node_modules/react-native/Libraries/Vibration`) + - React-rendererconsistency (from `../node_modules/react-native/ReactCommon/react/renderer/consistency`) + - React-rendererdebug (from `../node_modules/react-native/ReactCommon/react/renderer/debug`) + - React-rncore (from `../node_modules/react-native/ReactCommon`) + - React-RuntimeApple (from `../node_modules/react-native/ReactCommon/react/runtime/platform/ios`) + - React-RuntimeCore (from `../node_modules/react-native/ReactCommon/react/runtime`) + - React-runtimeexecutor (from `../node_modules/react-native/ReactCommon/runtimeexecutor`) + - React-RuntimeHermes (from `../node_modules/react-native/ReactCommon/react/runtime`) + - React-runtimescheduler (from `../node_modules/react-native/ReactCommon/react/renderer/runtimescheduler`) + - React-timing (from `../node_modules/react-native/ReactCommon/react/timing`) + - React-utils (from `../node_modules/react-native/ReactCommon/react/utils`) + - ReactCodegen (from `build/generated/ios`) + - ReactCommon/turbomodule/core (from `../node_modules/react-native/ReactCommon`) + - RNReanimated (from `../node_modules/react-native-reanimated`) + - RNSVG (from `../node_modules/react-native-svg`) + - Yoga (from `../node_modules/react-native/ReactCommon/yoga`) + +SPEC REPOS: + trunk: + - opencv-rne + - SocketRocket + - sqlite3 + +EXTERNAL SOURCES: + boost: + :podspec: "../node_modules/react-native/third-party-podspecs/boost.podspec" + DoubleConversion: + :podspec: "../node_modules/react-native/third-party-podspecs/DoubleConversion.podspec" + EXConstants: + :path: "../node_modules/expo-constants/ios" + Expo: + :path: "../node_modules/expo" + ExpoAsset: + :path: "../node_modules/expo-asset/ios" + ExpoBrightness: + :path: "../node_modules/expo-brightness/ios" + ExpoCalendar: + :path: "../node_modules/expo-calendar/ios" + ExpoFileSystem: + :path: "../node_modules/expo-file-system/ios" + ExpoFont: + :path: "../node_modules/expo-font/ios" + ExpoKeepAwake: + :path: "../node_modules/expo-keep-awake/ios" + ExpoModulesCore: + :path: "../node_modules/expo-modules-core" + fast_float: + :podspec: "../node_modules/react-native/third-party-podspecs/fast_float.podspec" + FBLazyVector: + :path: "../node_modules/react-native/Libraries/FBLazyVector" + fmt: + :podspec: "../node_modules/react-native/third-party-podspecs/fmt.podspec" + glog: + :podspec: "../node_modules/react-native/third-party-podspecs/glog.podspec" + hermes-engine: + :podspec: "../node_modules/react-native/sdks/hermes-engine/hermes-engine.podspec" + :tag: hermes-2024-11-12-RNv0.76.2-5b4aa20c719830dcf5684832b89a6edb95ac3d64 + RCT-Folly: + :podspec: "../node_modules/react-native/third-party-podspecs/RCT-Folly.podspec" + RCTDeprecation: + :path: "../node_modules/react-native/ReactApple/Libraries/RCTFoundation/RCTDeprecation" + RCTRequired: + :path: "../node_modules/react-native/Libraries/Required" + RCTTypeSafety: + :path: "../node_modules/react-native/Libraries/TypeSafety" + React: + :path: "../node_modules/react-native/" + React-callinvoker: + :path: "../node_modules/react-native/ReactCommon/callinvoker" + React-Core: + :path: "../node_modules/react-native/" + React-CoreModules: + :path: "../node_modules/react-native/React/CoreModules" + React-cxxreact: + :path: "../node_modules/react-native/ReactCommon/cxxreact" + React-debug: + :path: "../node_modules/react-native/ReactCommon/react/debug" + React-defaultsnativemodule: + :path: "../node_modules/react-native/ReactCommon/react/nativemodule/defaults" + React-domnativemodule: + :path: "../node_modules/react-native/ReactCommon/react/nativemodule/dom" + React-Fabric: + :path: "../node_modules/react-native/ReactCommon" + React-FabricComponents: + :path: 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defaultConfigurationIsVisible = 0; + defaultConfigurationName = Release; + }; +/* End XCConfigurationList section */ + }; + rootObject = 83CBB9F71A601CBA00E9B192 /* Project object */; +} diff --git a/examples/llm-tool-calling/ios/llmtoolcalling.xcodeproj/xcshareddata/xcschemes/llmtoolcalling.xcscheme b/examples/llm-tool-calling/ios/llmtoolcalling.xcodeproj/xcshareddata/xcschemes/llmtoolcalling.xcscheme new file mode 100644 index 000000000..9b8799604 --- /dev/null +++ b/examples/llm-tool-calling/ios/llmtoolcalling.xcodeproj/xcshareddata/xcschemes/llmtoolcalling.xcscheme @@ -0,0 +1,88 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/examples/llm-tool-calling/ios/llmtoolcalling.xcworkspace/contents.xcworkspacedata b/examples/llm-tool-calling/ios/llmtoolcalling.xcworkspace/contents.xcworkspacedata new file mode 100644 index 000000000..f63703e05 --- /dev/null +++ b/examples/llm-tool-calling/ios/llmtoolcalling.xcworkspace/contents.xcworkspacedata @@ -0,0 +1,10 @@ + + + + + + + diff --git a/examples/llama/ios/llama/AppDelegate.h b/examples/llm-tool-calling/ios/llmtoolcalling/AppDelegate.h similarity index 100% rename from examples/llama/ios/llama/AppDelegate.h rename to examples/llm-tool-calling/ios/llmtoolcalling/AppDelegate.h diff --git a/examples/llama/ios/llama/AppDelegate.mm b/examples/llm-tool-calling/ios/llmtoolcalling/AppDelegate.mm similarity index 100% rename from examples/llama/ios/llama/AppDelegate.mm rename to examples/llm-tool-calling/ios/llmtoolcalling/AppDelegate.mm diff --git a/examples/llama/ios/llama/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png b/examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png similarity index 100% rename from examples/llama/ios/llama/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png rename to examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png diff --git a/examples/llama/ios/llama/Images.xcassets/AppIcon.appiconset/Contents.json b/examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/AppIcon.appiconset/Contents.json similarity index 100% rename from examples/llama/ios/llama/Images.xcassets/AppIcon.appiconset/Contents.json rename to examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/AppIcon.appiconset/Contents.json diff --git a/examples/llama/ios/llama/Images.xcassets/Contents.json b/examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/Contents.json similarity index 100% rename from examples/llama/ios/llama/Images.xcassets/Contents.json rename to examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/Contents.json diff --git a/examples/llama/ios/llama/Images.xcassets/SplashScreenBackground.colorset/Contents.json b/examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenBackground.colorset/Contents.json similarity index 100% rename from examples/llama/ios/llama/Images.xcassets/SplashScreenBackground.colorset/Contents.json rename to examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenBackground.colorset/Contents.json diff --git a/examples/llama/ios/llama/Images.xcassets/SplashScreenLogo.imageset/Contents.json b/examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenLogo.imageset/Contents.json similarity index 100% rename from examples/llama/ios/llama/Images.xcassets/SplashScreenLogo.imageset/Contents.json rename to examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenLogo.imageset/Contents.json diff --git a/examples/llama/ios/llama/Images.xcassets/SplashScreenLogo.imageset/image.png b/examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenLogo.imageset/image.png similarity index 100% rename from examples/llama/ios/llama/Images.xcassets/SplashScreenLogo.imageset/image.png rename to examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenLogo.imageset/image.png diff --git a/examples/llama/ios/llama/Images.xcassets/SplashScreenLogo.imageset/image@2x.png b/examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenLogo.imageset/image@2x.png similarity index 100% rename from examples/llama/ios/llama/Images.xcassets/SplashScreenLogo.imageset/image@2x.png rename to examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenLogo.imageset/image@2x.png diff --git a/examples/llama/ios/llama/Images.xcassets/SplashScreenLogo.imageset/image@3x.png b/examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenLogo.imageset/image@3x.png similarity index 100% rename from examples/llama/ios/llama/Images.xcassets/SplashScreenLogo.imageset/image@3x.png rename to examples/llm-tool-calling/ios/llmtoolcalling/Images.xcassets/SplashScreenLogo.imageset/image@3x.png diff --git a/examples/llm-tool-calling/ios/llmtoolcalling/Info.plist b/examples/llm-tool-calling/ios/llmtoolcalling/Info.plist new file mode 100644 index 000000000..6a7054a06 --- /dev/null +++ b/examples/llm-tool-calling/ios/llmtoolcalling/Info.plist @@ -0,0 +1,87 @@ + + + + + CADisableMinimumFrameDurationOnPhone + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleDisplayName + llm_tool_calling + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + $(PRODUCT_NAME) + CFBundlePackageType + $(PRODUCT_BUNDLE_PACKAGE_TYPE) + CFBundleShortVersionString + 1.0.0 + CFBundleSignature + ???? + CFBundleURLTypes + + + CFBundleURLSchemes + + com.anonymous.llmtoolcalling + + + + CFBundleVersion + 1 + LSMinimumSystemVersion + 12.0 + LSRequiresIPhoneOS + + NSAppTransportSecurity + + NSAllowsArbitraryLoads + + NSAllowsLocalNetworking + + + NSCalendarsFullAccessUsageDescription + The app needs to access your calendar. + NSCalendarsUsageDescription + The app needs to access your calendar. + NSRemindersFullAccessUsageDescription + Allow $(PRODUCT_NAME) to access your reminders + NSRemindersUsageDescription + Allow $(PRODUCT_NAME) to access your reminders + UIAppFonts + + Aeonik-Regular.otf + Aeonik-Medium.otf + + UILaunchStoryboardName + SplashScreen + UIRequiredDeviceCapabilities + + arm64 + + UIRequiresFullScreen + + UIStatusBarStyle + UIStatusBarStyleDefault + UISupportedInterfaceOrientations + + UIInterfaceOrientationPortrait + UIInterfaceOrientationPortraitUpsideDown + + UISupportedInterfaceOrientations~ipad + + UIInterfaceOrientationPortrait + UIInterfaceOrientationPortraitUpsideDown + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + UIUserInterfaceStyle + Light + UIViewControllerBasedStatusBarAppearance + + + \ No newline at end of file diff --git a/examples/llama/ios/llama/PrivacyInfo.xcprivacy b/examples/llm-tool-calling/ios/llmtoolcalling/PrivacyInfo.xcprivacy similarity index 100% rename from examples/llama/ios/llama/PrivacyInfo.xcprivacy rename to examples/llm-tool-calling/ios/llmtoolcalling/PrivacyInfo.xcprivacy diff --git a/examples/llama/ios/llama/SplashScreen.storyboard b/examples/llm-tool-calling/ios/llmtoolcalling/SplashScreen.storyboard similarity index 100% rename from examples/llama/ios/llama/SplashScreen.storyboard rename to examples/llm-tool-calling/ios/llmtoolcalling/SplashScreen.storyboard diff --git a/examples/llama/ios/llama/Supporting/Expo.plist b/examples/llm-tool-calling/ios/llmtoolcalling/Supporting/Expo.plist similarity index 100% rename from examples/llama/ios/llama/Supporting/Expo.plist rename to examples/llm-tool-calling/ios/llmtoolcalling/Supporting/Expo.plist diff --git a/examples/llama/ios/llama/llama-Bridging-Header.h b/examples/llm-tool-calling/ios/llmtoolcalling/llmtoolcalling-Bridging-Header.h similarity index 100% rename from examples/llama/ios/llama/llama-Bridging-Header.h rename to examples/llm-tool-calling/ios/llmtoolcalling/llmtoolcalling-Bridging-Header.h diff --git a/examples/llama/ios/llama/llama.entitlements b/examples/llm-tool-calling/ios/llmtoolcalling/llmtoolcalling.entitlements similarity index 65% rename from examples/llama/ios/llama/llama.entitlements rename to examples/llm-tool-calling/ios/llmtoolcalling/llmtoolcalling.entitlements index 578fe0507..f683276c5 100644 --- a/examples/llama/ios/llama/llama.entitlements +++ b/examples/llm-tool-calling/ios/llmtoolcalling/llmtoolcalling.entitlements @@ -1,7 +1,5 @@ - - com.apple.developer.kernel.increased-memory-limit - + \ No newline at end of file diff --git a/examples/llama/ios/llama/main.m b/examples/llm-tool-calling/ios/llmtoolcalling/main.m similarity index 100% rename from examples/llama/ios/llama/main.m rename to examples/llm-tool-calling/ios/llmtoolcalling/main.m diff --git a/examples/llama/ios/llama/noop-file.swift b/examples/llm-tool-calling/ios/llmtoolcalling/noop-file.swift similarity index 100% rename from examples/llama/ios/llama/noop-file.swift rename to examples/llm-tool-calling/ios/llmtoolcalling/noop-file.swift diff --git a/examples/llama/metro.config.js b/examples/llm-tool-calling/metro.config.js similarity index 92% rename from examples/llama/metro.config.js rename to examples/llm-tool-calling/metro.config.js index c659e102f..1ce72df78 100644 --- a/examples/llama/metro.config.js +++ b/examples/llm-tool-calling/metro.config.js @@ -16,7 +16,6 @@ module.exports = (() => { }; config.resolver.assetExts.push('pte'); - config.resolver.assetExts.push('bin'); return config; })(); diff --git a/examples/llm-tool-calling/package.json b/examples/llm-tool-calling/package.json new file mode 100644 index 000000000..557c7da47 --- /dev/null +++ b/examples/llm-tool-calling/package.json @@ -0,0 +1,36 @@ +{ + "name": "llm_tool_calling", + "version": "1.0.0", + "main": "index.ts", + "scripts": { + "start": "expo start", + "android": "expo run:android", + "ios": "expo run:ios", + "web": "expo start --web" + }, + "dependencies": { + "@react-native/metro-config": "^0.76.3", + "expo": "~52.0.46", + "expo-brightness": "~13.0.3", + "expo-calendar": "~14.0.6", + "expo-font": "~13.0.4", + "expo-status-bar": "~2.0.1", + "metro-config": "^0.81.0", + "react": "18.3.1", + "react-native": "0.76.9", + "react-native-executorch": "0.3.2", + "react-native-loading-spinner-overlay": "^3.0.1", + "react-native-markdown-display": "^7.0.2", + "react-native-reanimated": "^3.16.3", + "react-native-safe-area-context": "4.12.0", + "react-native-svg": "15.8.0", + "react-native-svg-transformer": "^1.5.0", + "react-native-wheel-scrollview-picker": "^2.0.6" + }, + "devDependencies": { + "@babel/core": "^7.25.2", + "@types/react": "~18.3.12", + "typescript": "^5.3.3" + }, + "private": true +} diff --git a/examples/llama/App.tsx b/examples/llm-tool-calling/src/App.tsx similarity index 71% rename from examples/llama/App.tsx rename to examples/llm-tool-calling/src/App.tsx index da18960c6..03765505c 100644 --- a/examples/llama/App.tsx +++ b/examples/llm-tool-calling/src/App.tsx @@ -4,8 +4,8 @@ import ChatScreen from './screens/ChatScreen'; export default function App() { useFonts({ - medium: require('./assets/fonts/Aeonik-Medium.otf'), - regular: require('./assets/fonts/Aeonik-Regular.otf'), + medium: require('../assets/fonts/Aeonik-Medium.otf'), + regular: require('../assets/fonts/Aeonik-Regular.otf'), }); return ( diff --git a/examples/llama/colors.ts b/examples/llm-tool-calling/src/colors.ts similarity index 100% rename from examples/llama/colors.ts rename to examples/llm-tool-calling/src/colors.ts diff --git a/examples/llama/components/AnimatedChatLoading.tsx b/examples/llm-tool-calling/src/components/AnimatedChatLoading.tsx similarity index 100% rename from examples/llama/components/AnimatedChatLoading.tsx rename to examples/llm-tool-calling/src/components/AnimatedChatLoading.tsx diff --git a/examples/llama/components/MarkdownComponent.tsx b/examples/llm-tool-calling/src/components/MarkdownComponent.tsx similarity index 100% rename from examples/llama/components/MarkdownComponent.tsx rename to examples/llm-tool-calling/src/components/MarkdownComponent.tsx diff --git a/examples/llm-tool-calling/src/components/MessageItem.tsx b/examples/llm-tool-calling/src/components/MessageItem.tsx new file mode 100644 index 000000000..3dc4e1373 --- /dev/null +++ b/examples/llm-tool-calling/src/components/MessageItem.tsx @@ -0,0 +1,106 @@ +import React, { memo } from 'react'; +import { + View, + StyleSheet, + TouchableOpacity, + Text, + Platform, +} from 'react-native'; +import MarkdownComponent from './MarkdownComponent'; +import LlamaIcon from '../../assets/icons/llama_icon.svg'; +import ColorPalette from '../colors'; +import { MessageType } from 'react-native-executorch/lib/typescript/types/llm'; + +interface MessageItemProps { + message: MessageType; + deleteMessage: () => void; +} + +const MessageItem = memo(({ message, deleteMessage }: MessageItemProps) => { + return ( + + {message.role === 'assistant' && ( + + + + )} + + + + ); +}); + +const CloseButton = ({ + deleteMessage, + role, +}: { + deleteMessage: () => void; + role: string; +}) => { + return ( + + ✕ + + ); +}; + +export default MessageItem; + +const styles = StyleSheet.create({ + aiMessage: { + flexDirection: 'row', + maxWidth: '75%', + alignSelf: 'flex-start', + marginVertical: 8, + alignItems: 'center', + }, + userMessage: { + flexDirection: 'row-reverse', + paddingHorizontal: 12, + paddingVertical: 8, + marginRight: 8, + marginVertical: 8, + maxWidth: '75%', + borderRadius: 8, + backgroundColor: ColorPalette.seaBlueLight, + alignSelf: 'flex-end', + alignItems: 'center', + }, + aiMessageIconContainer: { + backgroundColor: ColorPalette.seaBlueLight, + height: 32, + width: 32, + alignItems: 'center', + justifyContent: 'center', + borderRadius: 16, + marginHorizontal: 7, + }, + closeButton: { + borderRadius: 11, + backgroundColor: ColorPalette.blueLight, + alignItems: 'center', + justifyContent: 'center', + width: 22, + height: 22, + }, + closeButtonRight: { + marginLeft: 8, + }, + closeButtonLeft: { + marginRight: 8, + }, + buttonText: { + fontSize: Platform.OS === 'ios' ? 16 : 14, + color: '#000', + }, +}); diff --git a/examples/llm-tool-calling/src/components/Messages.tsx b/examples/llm-tool-calling/src/components/Messages.tsx new file mode 100644 index 000000000..bd1890fe2 --- /dev/null +++ b/examples/llm-tool-calling/src/components/Messages.tsx @@ -0,0 +1,82 @@ +import { useRef } from 'react'; +import { ScrollView, StyleSheet, View, Text } from 'react-native'; +import AnimatedChatLoading from './AnimatedChatLoading'; +import LlamaIcon from '../../assets/icons/llama_icon.svg'; +import ColorPalette from '../colors'; +import MessageItem from './MessageItem'; +import { MessageType } from 'react-native-executorch'; + +interface MessagesComponentProps { + chatHistory: MessageType[]; + llmResponse: string; + isGenerating: boolean; + deleteMessage: (index: number) => void; +} + +export default function Messages({ + chatHistory, + llmResponse, + isGenerating, + deleteMessage, +}: MessagesComponentProps) { + const scrollViewRef = useRef(null); + + return ( + + scrollViewRef?.current?.scrollToEnd()} + > + true}> + {chatHistory.map((message, index) => ( + deleteMessage(index)} + /> + ))} + {isGenerating && ( + + + + + {!llmResponse ? ( + + + + ) : ( + {llmResponse.trim()} + )} + + )} + + + + ); +} + +const styles = StyleSheet.create({ + chatContainer: { flex: 1, width: '100%' }, + aiMessage: { + flexDirection: 'row', + maxWidth: '80%', + alignSelf: 'flex-start', + marginVertical: 8, + }, + messageLoadingContainer: { width: 28 }, + aiMessageIconContainer: { + backgroundColor: ColorPalette.seaBlueLight, + height: 32, + width: 32, + alignItems: 'center', + justifyContent: 'center', + borderRadius: 16, + marginHorizontal: 7, + }, + messageText: { + fontSize: 14, + lineHeight: 19.6, + color: ColorPalette.primary, + fontFamily: 'regular', + }, +}); diff --git a/examples/llama/declarations.d.ts b/examples/llm-tool-calling/src/declarations.d.ts similarity index 100% rename from examples/llama/declarations.d.ts rename to examples/llm-tool-calling/src/declarations.d.ts diff --git a/examples/llama/screens/ChatScreen.tsx b/examples/llm-tool-calling/src/screens/ChatScreen.tsx similarity index 63% rename from examples/llama/screens/ChatScreen.tsx rename to examples/llm-tool-calling/src/screens/ChatScreen.tsx index a113ef8ab..56a189910 100644 --- a/examples/llama/screens/ChatScreen.tsx +++ b/examples/llm-tool-calling/src/screens/ChatScreen.tsx @@ -11,50 +11,84 @@ import { View, } from 'react-native'; import { SafeAreaView } from 'react-native-safe-area-context'; -import SWMIcon from '../assets/icons/swm_icon.svg'; -import SendIcon from '../assets/icons/send_icon.svg'; +import SWMIcon from '../../assets/icons/swm_icon.svg'; +import SendIcon from '../../assets/icons/send_icon.svg'; import Spinner from 'react-native-loading-spinner-overlay'; -import { LLAMA3_2_1B_QLORA, useLLM } from 'react-native-executorch'; -import PauseIcon from '../assets/icons/pause_icon.svg'; +import { + HAMMER2_1_1_5B, + HAMMER2_1_1_5B_TOKENIZER, + HAMMER2_1_1_5B_TOKENIZER_CONFIG, + useLLM, +} from 'react-native-executorch'; +import PauseIcon from '../../assets/icons/pause_icon.svg'; import ColorPalette from '../colors'; import Messages from '../components/Messages'; -import { MessageType, SenderType } from '../types'; +import * as Brightness from 'expo-brightness'; +import { DEFAULT_SYSTEM_PROMPT } from 'react-native-executorch/src/constants/llmDefaults'; +import * as Calendar from 'expo-calendar'; +import { executeTool, TOOL_DEFINITIONS_PHONE } from './tools'; export default function ChatScreen() { - const [chatHistory, setChatHistory] = useState>([]); const [isTextInputFocused, setIsTextInputFocused] = useState(false); const [userInput, setUserInput] = useState(''); - const llama = useLLM({ - modelSource: LLAMA3_2_1B_QLORA, - tokenizerSource: require('../assets/tokenizer.bin'), - contextWindowLength: 6, + const llm = useLLM({ + modelSource: HAMMER2_1_1_5B, + tokenizerSource: HAMMER2_1_1_5B_TOKENIZER, + tokenizerConfigSource: HAMMER2_1_1_5B_TOKENIZER_CONFIG, + chatConfig: { + systemPrompt: `${DEFAULT_SYSTEM_PROMPT} Current time and date: ${new Date().toString()}`, + }, + toolsConfig: { + tools: TOOL_DEFINITIONS_PHONE, + executeToolCallback: executeTool, + displayToolCalls: true, + }, }); const textInputRef = useRef(null); + useEffect(() => { - if (llama.response && !llama.isGenerating) { - appendToMessageHistory(llama.response, 'assistant'); + if (llm.error) { + console.log('LLM error:', llm.error); } - }, [llama.response, llama.isGenerating]); + }, [llm.error]); - const appendToMessageHistory = (content: string, role: SenderType) => { - setChatHistory((prevHistory) => [...prevHistory, { role, content }]); - }; + // PERMISSIONS + useEffect(() => { + (async () => { + const { status } = await Calendar.requestCalendarPermissionsAsync(); + if (status !== 'granted') { + console.log( + 'No access to calendar! We need this to use app correctly!' + ); + } + })(); + + (async () => { + const { status } = await Brightness.requestPermissionsAsync(); + if (status !== 'granted') { + console.log( + 'No access to brightness! We need this to use app correctly!' + ); + } + })(); + }, []); const sendMessage = async () => { - appendToMessageHistory(userInput.trim(), 'user'); setUserInput(''); textInputRef.current?.clear(); try { - await llama.generate(userInput); + await llm.sendMessage(userInput); } catch (e) { console.error(e); } }; - return !llama.isReady ? ( + return !llm.isReady ? ( ) : ( @@ -66,21 +100,22 @@ export default function ChatScreen() { > - Llama 3.2 1B QLoRA + LLM Tool-calling Demo - {chatHistory.length ? ( + {llm.messageHistory.length ? ( ) : ( Hello! 👋 - What can I help you with? + I can use calendar! Ask me to check it or add an event for you! )} @@ -104,17 +139,15 @@ export default function ChatScreen() { {userInput && ( - !llama.isGenerating && (await sendMessage()) - } + onPress={async () => !llm.isGenerating && (await sendMessage())} > )} - {llama.isGenerating && ( + {llm.isGenerating && ( @@ -161,6 +194,7 @@ const styles = StyleSheet.create({ fontFamily: 'regular', fontSize: 20, lineHeight: 28, + textAlign: 'center', color: ColorPalette.primary, }, bottomContainer: { diff --git a/examples/llm-tool-calling/src/screens/tools.ts b/examples/llm-tool-calling/src/screens/tools.ts new file mode 100644 index 000000000..08aa31f04 --- /dev/null +++ b/examples/llm-tool-calling/src/screens/tools.ts @@ -0,0 +1,213 @@ +import * as Calendar from 'expo-calendar'; +import * as Brightness from 'expo-brightness'; +import { clamp } from 'react-native-reanimated'; +import { ToolCall } from 'react-native-executorch/lib/typescript/types/llm'; +import { Platform } from 'react-native'; + +export const executeTool: (call: ToolCall) => Promise = async ( + call +) => { + switch (call.toolName) { + case 'brightness': + return await brightness(call); + case 'read_calendar': + return await readCalendar(call); + case 'add_event_to_calendar': + return await addEventToCalendar(call); + default: + console.error(`Wrong function! We don't handle it!`); + return null; + } +}; + +export const TOOL_DEFINITIONS_PHONE = [ + { + name: 'brightness', + description: + 'Change screen brightness. Change can be relative (higher/lower) or set to minimal or maximal.', + parameters: { + type: 'dict', + properties: { + relativeChange: { + type: 'number', + description: + 'Relative change of brightness (from 0 to 100). Change should be negative if user asks for less bright screen.', + }, + targetBrightness: { + type: 'number', + description: 'Relative change of brightness (from 0 to 100).', + }, + }, + }, + }, + { + name: 'read_calendar', + description: + 'Read calendar events from now up to given point in time. If nothing is specified leave both empty.', + parameters: { + type: 'dict', + properties: { + timeStart: { + type: 'string', + description: 'Date and time from which we want to read calendar.', + }, + timeEnd: { + type: 'string', + description: 'Date and time to which we want to read calendar.', + }, + }, + required: [], + }, + }, + { + name: 'add_event_to_calendar', + description: 'Schedules event in your calendar at given time.', + parameters: { + type: 'dict', + properties: { + time: { + type: 'string', + description: 'Date and time of an event.', + }, + title: { + type: 'string', + description: 'Title of an event', + }, + }, + required: ['time', 'title'], + }, + }, +]; + +const brightness = async (call: ToolCall) => { + console.log('Changing brightness!', call); + if ( + 'targetBrightness' in call.arguments && + typeof call.arguments.targetBrightness === 'number' + ) { + await Brightness.setBrightnessAsync(call.arguments.targetBrightness / 100); + } else if ( + 'relativeChange' in call.arguments && + typeof call.arguments.relativeChange === 'number' + ) { + await Brightness.setBrightnessAsync( + clamp( + (await Brightness.getBrightnessAsync()) + + call.arguments.relativeChange / 100, + 0, + 1 + ) + ); + } + return null; +}; + +const readCalendar = async (call: ToolCall) => { + console.log('Reading calendar!', call); + + let startTime = Date.parse( + 'timeStart' in call.arguments && + typeof call.arguments.timeStart === 'string' + ? call.arguments.timeStart + : '' + ); + let endTime = Date.parse( + 'timeEnd' in call.arguments && typeof call.arguments.timeEnd === 'string' + ? call.arguments.timeEnd + : '' + ); + + if ( + startTime === endTime || + (Number.isNaN(startTime) && Number.isNaN(endTime)) + ) { + // default to today for empty function calls + let date; + if (Number.isNaN(startTime)) { + date = new Date(); + } else { + date = new Date(startTime); + } + // Set the time to 00:00:00 for the start of the day + startTime = new Date( + date.getFullYear(), + date.getMonth(), + date.getDate(), + 0, + 0, + 0 + ).valueOf(); + + // Set the time to 23:59:59 for the end of the day + endTime = new Date( + date.getFullYear(), + date.getMonth(), + date.getDate(), + 23, + 59, + 59 + ).valueOf(); + } else if (Number.isNaN(startTime) || Number.isNaN(endTime)) { + if (Number.isNaN(startTime)) { + const today = new Date(); + startTime = new Date( + today.getFullYear(), + today.getMonth(), + today.getDate(), + 0, + 0, + 0 + ).valueOf(); + } else if (Number.isNaN(endTime)) { + const today = new Date(); + + endTime = new Date( + today.getFullYear(), + today.getMonth(), + today.getDate(), + 23, + 59, + 59 + ).valueOf(); + } + } + const startDate = new Date(startTime); + const endDate = new Date(endTime); + const calendars = await Calendar.getCalendarsAsync( + Platform.OS === 'ios' ? Calendar.EntityTypes.EVENT : undefined + ); + const events = await Calendar.getEventsAsync( + calendars.map((calendar) => calendar.id), + startDate, + endDate + ); + + const eventsStringRepresentation = events.map( + (event) => `${event.title}, from: ${event.startDate}, to: ${event.endDate}` + ); + return eventsStringRepresentation.join('\n'); +}; + +const addEventToCalendar = async (call: ToolCall) => { + console.log('Adding event to calendar!', call); + if ( + 'time' in call.arguments && + typeof call.arguments.time === 'string' && + 'title' in call.arguments && + typeof call.arguments.title === 'string' + ) { + const calendars = await Calendar.getCalendarsAsync( + Platform.OS === 'ios' ? 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version: 4.14.1 - resolution: "react-native-safe-area-context@npm:4.14.1" +"react-native-safe-area-context@npm:4.12.0": + version: 4.12.0 + resolution: "react-native-safe-area-context@npm:4.12.0" peerDependencies: react: "*" react-native: "*" - checksum: acf94ea2a30a3ec5594b467f8e0942ac48c10cbb5d34d16beba33cc0052f7c82dfd6ace754fa55f41d55143f134d3d3fa908eaf4cc9dec5743d6c4483b23520a + checksum: 04a751afed448b31dc401f0e8ecf9cf3edc4fe77b5c16cb7bc2a70381c3a2ffa54f42a313a46ad7deec0aff74a3f5650cf49db0264ba4a6c4f6a1d69ecf489fd languageName: node linkType: hard @@ -7652,9 +7557,9 @@ __metadata: languageName: node linkType: hard -"react-native-svg@npm:^15.9.0": - version: 15.10.1 - resolution: "react-native-svg@npm:15.10.1" +"react-native-svg@npm:15.8.0": + version: 15.8.0 + resolution: "react-native-svg@npm:15.8.0" dependencies: css-select: ^5.1.0 css-tree: ^1.1.3 @@ -7662,76 +7567,35 @@ __metadata: peerDependencies: react: "*" react-native: "*" - checksum: c210426b424e99730ba35d6bbf18335a99f04f2f234cb5bb578ac685c31cfca5e39d48ebf05f9189edd61c028405f4ff242b5edc98ee3e3f41c8bfa960f5bff4 + checksum: ad9d6093f3aef0d53c5e2a562afb7805009f2bf50fd4ec6e77f8c18a6cb7e06a7793d55cc66d523c7d30c77cae170ee26767c72ad5b1a1f07032420ccf4162fe languageName: node linkType: hard -"react-native@npm:0.76.3": - version: 0.76.3 - resolution: "react-native@npm:0.76.3" - dependencies: - "@jest/create-cache-key-function": ^29.6.3 - "@react-native/assets-registry": 0.76.3 - "@react-native/codegen": 0.76.3 - "@react-native/community-cli-plugin": 0.76.3 - "@react-native/gradle-plugin": 0.76.3 - "@react-native/js-polyfills": 0.76.3 - "@react-native/normalize-colors": 0.76.3 - "@react-native/virtualized-lists": 0.76.3 - abort-controller: ^3.0.0 - anser: ^1.4.9 - ansi-regex: ^5.0.0 - babel-jest: ^29.7.0 - babel-plugin-syntax-hermes-parser: ^0.23.1 - base64-js: ^1.5.1 - chalk: ^4.0.0 - commander: ^12.0.0 - event-target-shim: ^5.0.1 - flow-enums-runtime: ^0.0.6 - glob: ^7.1.1 - invariant: ^2.2.4 - jest-environment-node: ^29.6.3 - jsc-android: ^250231.0.0 - memoize-one: ^5.0.0 - metro-runtime: ^0.81.0 - metro-source-map: ^0.81.0 - mkdirp: ^0.5.1 - nullthrows: ^1.1.1 - pretty-format: ^29.7.0 - promise: ^8.3.0 - react-devtools-core: ^5.3.1 - react-refresh: ^0.14.0 - regenerator-runtime: ^0.13.2 - scheduler: 0.24.0-canary-efb381bbf-20230505 - semver: ^7.1.3 - stacktrace-parser: ^0.1.10 - whatwg-fetch: ^3.0.0 - ws: ^6.2.3 - yargs: ^17.6.2 +"react-native-wheel-scrollview-picker@npm:^2.0.6": + version: 2.0.9 + resolution: "react-native-wheel-scrollview-picker@npm:2.0.9" peerDependencies: - "@types/react": ^18.2.6 - react: ^18.2.0 - peerDependenciesMeta: - "@types/react": - optional: true - bin: - react-native: cli.js - checksum: 0a2fbb7c1ff0057f69b23447980e912bc42df1c1e6c4be504f8e1d4c7c2182b3ca02b5f217bdf89b82a07d523b1e0e0f3124f3cf5f5876f5fa47f845cdba1c7a + "@types/react": "*" + "@types/react-native": "*" + react: "*" + react-native: "*" + typescript: "*" + checksum: 5200c211c523164859245d8f0c47565e0437488ec59d4bd9091f1435374a29ae13b2db7e4b6c4159d2ff5f3f9396904271b97669a22db1a045e87240dee9721b languageName: node linkType: hard -"react-native@npm:0.76.7": - version: 0.76.7 - resolution: "react-native@npm:0.76.7" +"react-native@npm:0.76.9": + version: 0.76.9 + resolution: "react-native@npm:0.76.9" dependencies: "@jest/create-cache-key-function": ^29.6.3 - "@react-native/assets-registry": 0.76.7 - "@react-native/codegen": 0.76.7 - "@react-native/community-cli-plugin": 0.76.7 - "@react-native/gradle-plugin": 0.76.7 - "@react-native/js-polyfills": 0.76.7 - "@react-native/normalize-colors": 0.76.7 - "@react-native/virtualized-lists": 0.76.7 + "@react-native/assets-registry": 0.76.9 + "@react-native/codegen": 0.76.9 + "@react-native/community-cli-plugin": 0.76.9 + "@react-native/gradle-plugin": 0.76.9 + "@react-native/js-polyfills": 0.76.9 + "@react-native/normalize-colors": 0.76.9 + "@react-native/virtualized-lists": 0.76.9 abort-controller: ^3.0.0 anser: ^1.4.9 ansi-regex: ^5.0.0 @@ -7770,7 +7634,7 @@ __metadata: optional: true bin: react-native: cli.js - checksum: a3ec730c2b5583420e8f99fd53da38dbfc2f440ebbc0480453d43338076eb67f7dc9f06d7b1ed32113bf3efb62b7cf64e04f29b19370cf9bcb16b756dcec9874 + checksum: cf621cef0649920bac2b730998be6eaaf9762d516bc65d9073b46f634bb640dfb6b9b5d64ce6a6e09da64d52d114d96d96435a91c9db8ec61b76c818fe209827 languageName: node linkType: hard @@ -7955,7 +7819,7 @@ __metadata: languageName: node linkType: hard -"resolve.exports@npm:^2.0.2, resolve.exports@npm:^2.0.3": +"resolve.exports@npm:^2.0.3": version: 2.0.3 resolution: "resolve.exports@npm:2.0.3" checksum: abfb9f98278dcd0c19b8a49bb486abfafa23df4636d49128ea270dc982053c3ef230a530aecda1fae1322873fdfa6c97674fc539651ddfdb375ac58e0b8ef6df diff --git a/examples/llm/.gitignore b/examples/llm/.gitignore new file mode 100644 index 000000000..f779c900a --- /dev/null +++ b/examples/llm/.gitignore @@ -0,0 +1,38 @@ +# Learn more https://docs.github.com/en/get-started/getting-started-with-git/ignoring-files + +# dependencies +node_modules/ + +# Expo +.expo/ +dist/ +web-build/ +expo-env.d.ts + +# Native +*.orig.* +*.jks +*.p8 +*.p12 +*.key +*.mobileprovision + +# Metro +.metro-health-check* + +# debug +npm-debug.* +yarn-debug.* +yarn-error.* + +# macOS +.DS_Store +*.pem + +# local env files +.env*.local + +# typescript +*.tsbuildinfo + +.yarn diff --git a/examples/llm/App.tsx b/examples/llm/App.tsx new file mode 100644 index 000000000..6e5290be2 --- /dev/null +++ b/examples/llm/App.tsx @@ -0,0 +1,90 @@ +import { useFonts } from 'expo-font'; + +import ScrollPicker from 'react-native-wheel-scrollview-picker'; +import SWMIcon from './assets/icons/swm_icon.svg'; +import { SafeAreaProvider, SafeAreaView } from 'react-native-safe-area-context'; +import { ChatScreenLLM, ChatScreenLLMToolCalling } from './screens/ChatScreen'; +import { useState } from 'react'; +import ColorPalette from './colors'; +import { View, StyleSheet, Text } from 'react-native'; + +enum ModelType { + LLM, + LLM_TOOL_CALLING, +} + +export default function App() { + useFonts({ + medium: require('./assets/fonts/Aeonik-Medium.otf'), + regular: require('./assets/fonts/Aeonik-Regular.otf'), + }); + const [selectedMode, setSelectedMode] = useState(ModelType.LLM); + + const handleModeChange = (mode: ModelType) => { + setSelectedMode(mode); + }; + + const renderScreen = () => { + switch (selectedMode) { + case ModelType.LLM: + return ; + + case ModelType.LLM_TOOL_CALLING: + return ; + + default: + return ; + } + }; + + return ( + + + + + LLM on device demo + + { + handleModeChange(selectedIndex); + }} + wrapperHeight={120} + highlightColor={ColorPalette.primary} + wrapperBackground="#fff" + highlightBorderWidth={3} + itemHeight={40} + activeItemTextStyle={styles.activeScrollItem} + /> + + + + {renderScreen()} + + + ); +} + +const styles = StyleSheet.create({ + container: { + flex: 1, + justifyContent: 'space-between', + backgroundColor: '#fff', + }, + topContainer: { + marginTop: 5, + height: 165, + width: '100%', + alignItems: 'center', + justifyContent: 'center', + }, + wheelPickerContainer: { + width: '100%', + height: 120, + }, + activeScrollItem: { + color: ColorPalette.primary, + fontWeight: 'bold', + }, + textModelName: { color: ColorPalette.primary }, +}); diff --git a/examples/llm/android/.gitignore b/examples/llm/android/.gitignore new file mode 100644 index 000000000..8a6be0771 --- /dev/null +++ b/examples/llm/android/.gitignore @@ -0,0 +1,16 @@ +# OSX +# +.DS_Store + +# Android/IntelliJ +# +build/ +.idea +.gradle +local.properties +*.iml +*.hprof +.cxx/ + +# Bundle artifacts +*.jsbundle diff --git a/examples/llama/android/app/build.gradle b/examples/llm/android/app/build.gradle similarity index 98% rename from examples/llama/android/app/build.gradle rename to examples/llm/android/app/build.gradle index 5f0567449..8b5c251e7 100644 --- a/examples/llama/android/app/build.gradle +++ b/examples/llm/android/app/build.gradle @@ -86,9 +86,9 @@ android { buildToolsVersion rootProject.ext.buildToolsVersion compileSdk rootProject.ext.compileSdkVersion - namespace 'com.anonymous.llama' + namespace 'com.anonymous.llm' defaultConfig { - applicationId 'com.anonymous.llama' + applicationId 'com.anonymous.llm' minSdkVersion rootProject.ext.minSdkVersion targetSdkVersion rootProject.ext.targetSdkVersion versionCode 1 diff --git a/examples/llm/android/app/debug.keystore b/examples/llm/android/app/debug.keystore new file mode 100644 index 000000000..364e105ed Binary files /dev/null and b/examples/llm/android/app/debug.keystore differ diff --git a/examples/llm/android/app/proguard-rules.pro b/examples/llm/android/app/proguard-rules.pro new file mode 100644 index 000000000..551eb41da --- /dev/null +++ b/examples/llm/android/app/proguard-rules.pro @@ -0,0 +1,14 @@ +# Add project specific ProGuard rules here. +# By default, the flags in this file are appended to flags specified +# in /usr/local/Cellar/android-sdk/24.3.3/tools/proguard/proguard-android.txt +# You can edit the include path and order by changing the proguardFiles +# directive in build.gradle. +# +# For more details, see +# http://developer.android.com/guide/developing/tools/proguard.html + +# react-native-reanimated +-keep class com.swmansion.reanimated.** { *; } +-keep class com.facebook.react.turbomodule.** { *; } + +# Add any project specific keep options here: diff --git a/examples/llm/android/app/src/debug/AndroidManifest.xml b/examples/llm/android/app/src/debug/AndroidManifest.xml new file mode 100644 index 000000000..3ec2507ba --- /dev/null +++ b/examples/llm/android/app/src/debug/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + + + diff --git a/examples/llama/android/app/src/main/AndroidManifest.xml b/examples/llm/android/app/src/main/AndroidManifest.xml similarity index 97% rename from examples/llama/android/app/src/main/AndroidManifest.xml rename to examples/llm/android/app/src/main/AndroidManifest.xml index 53822c80f..e542b03e0 100644 --- a/examples/llama/android/app/src/main/AndroidManifest.xml +++ b/examples/llm/android/app/src/main/AndroidManifest.xml @@ -24,7 +24,7 @@ - + diff --git a/examples/llm/android/app/src/main/assets/fonts/Aeonik-Medium.otf b/examples/llm/android/app/src/main/assets/fonts/Aeonik-Medium.otf new file mode 100644 index 000000000..cd9981f43 Binary files /dev/null and b/examples/llm/android/app/src/main/assets/fonts/Aeonik-Medium.otf differ diff --git a/examples/llm/android/app/src/main/assets/fonts/Aeonik-Regular.otf b/examples/llm/android/app/src/main/assets/fonts/Aeonik-Regular.otf new file mode 100644 index 000000000..9bd378ed2 Binary files /dev/null and b/examples/llm/android/app/src/main/assets/fonts/Aeonik-Regular.otf differ diff --git a/examples/llm/android/app/src/main/java/com/anonymous/llm/MainActivity.kt b/examples/llm/android/app/src/main/java/com/anonymous/llm/MainActivity.kt new file mode 100644 index 000000000..2b1e0bfd4 --- /dev/null +++ b/examples/llm/android/app/src/main/java/com/anonymous/llm/MainActivity.kt @@ -0,0 +1,60 @@ +package com.anonymous.llm + +import android.os.Build +import android.os.Bundle +import com.facebook.react.ReactActivity +import com.facebook.react.ReactActivityDelegate +import com.facebook.react.defaults.DefaultNewArchitectureEntryPoint.fabricEnabled +import com.facebook.react.defaults.DefaultReactActivityDelegate +import expo.modules.ReactActivityDelegateWrapper + +class MainActivity : ReactActivity() { + override fun onCreate(savedInstanceState: Bundle?) { + // Set the theme to AppTheme BEFORE onCreate to support + // coloring the background, status bar, and navigation bar. + // This is required for expo-splash-screen. + setTheme(R.style.AppTheme) + super.onCreate(null) + } + + /** + * Returns the name of the main component registered from JavaScript. This is used to schedule + * rendering of the component. + */ + override fun getMainComponentName(): String = "main" + + /** + * Returns the instance of the [ReactActivityDelegate]. We use [DefaultReactActivityDelegate] + * which allows you to enable New Architecture with a single boolean flags [fabricEnabled] + */ + override fun createReactActivityDelegate(): ReactActivityDelegate { + return ReactActivityDelegateWrapper( + this, + BuildConfig.IS_NEW_ARCHITECTURE_ENABLED, + object : DefaultReactActivityDelegate( + this, + mainComponentName, + fabricEnabled, + ) {}, + ) + } + + /** + * Align the back button behavior with Android S + * where moving root activities to background instead of finishing activities. + * @see onBackPressed + */ + override fun invokeDefaultOnBackPressed() { + if (Build.VERSION.SDK_INT <= Build.VERSION_CODES.R) { + if (!moveTaskToBack(false)) { + // For non-root activities, use the default implementation to finish them. + super.invokeDefaultOnBackPressed() + } + return + } + + // Use the default back button implementation on Android S + // because it's doing more than [Activity.moveTaskToBack] in fact. + super.invokeDefaultOnBackPressed() + } +} diff --git a/examples/llm/android/app/src/main/java/com/anonymous/llm/MainApplication.kt b/examples/llm/android/app/src/main/java/com/anonymous/llm/MainApplication.kt new file mode 100644 index 000000000..dae435503 --- /dev/null +++ b/examples/llm/android/app/src/main/java/com/anonymous/llm/MainApplication.kt @@ -0,0 +1,55 @@ +package com.anonymous.llm + +import android.app.Application +import android.content.res.Configuration +import com.facebook.react.PackageList +import com.facebook.react.ReactApplication +import com.facebook.react.ReactHost +import com.facebook.react.ReactNativeHost +import com.facebook.react.ReactPackage +import com.facebook.react.defaults.DefaultNewArchitectureEntryPoint.load +import com.facebook.react.defaults.DefaultReactNativeHost +import com.facebook.react.soloader.OpenSourceMergedSoMapping +import com.facebook.soloader.SoLoader +import expo.modules.ApplicationLifecycleDispatcher +import expo.modules.ReactNativeHostWrapper + +class MainApplication : Application(), ReactApplication { + override val reactNativeHost: ReactNativeHost = + ReactNativeHostWrapper( + this, + object : DefaultReactNativeHost(this) { + override fun getPackages(): List { + val packages = PackageList(this).packages + // Packages that cannot be autolinked yet can be added manually here, for example: + // packages.add(new MyReactNativePackage()); + return packages + } + + override fun getJSMainModuleName(): String = ".expo/.virtual-metro-entry" + + override fun getUseDeveloperSupport(): Boolean = BuildConfig.DEBUG + + override val isNewArchEnabled: Boolean = BuildConfig.IS_NEW_ARCHITECTURE_ENABLED + override val isHermesEnabled: Boolean = BuildConfig.IS_HERMES_ENABLED + }, + ) + + override val reactHost: ReactHost + get() = ReactNativeHostWrapper.createReactHost(applicationContext, reactNativeHost) + + override fun onCreate() { + super.onCreate() + SoLoader.init(this, OpenSourceMergedSoMapping) + if (BuildConfig.IS_NEW_ARCHITECTURE_ENABLED) { + // If you opted-in for the New Architecture, we load the native entry point for this app. + load() + } + ApplicationLifecycleDispatcher.onApplicationCreate(this) + } + + override fun onConfigurationChanged(newConfig: Configuration) { + super.onConfigurationChanged(newConfig) + ApplicationLifecycleDispatcher.onConfigurationChanged(this, newConfig) + } +} diff --git a/examples/llm/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png b/examples/llm/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png new file mode 100644 index 000000000..090813796 Binary files /dev/null and b/examples/llm/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png differ diff --git a/examples/llm/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png b/examples/llm/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png new file mode 100644 index 000000000..ac8a5bbd1 Binary files /dev/null and b/examples/llm/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png differ diff --git a/examples/llm/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png b/examples/llm/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png new file mode 100644 index 000000000..cec33611c Binary files /dev/null and b/examples/llm/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png differ diff --git a/examples/llm/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png b/examples/llm/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png new file mode 100644 index 000000000..6c08a1194 Binary files /dev/null and b/examples/llm/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png differ diff --git a/examples/llm/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png b/examples/llm/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png new file mode 100644 index 000000000..fbe261eff Binary files /dev/null and b/examples/llm/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png differ diff --git a/examples/llm/android/app/src/main/res/drawable/ic_launcher_background.xml b/examples/llm/android/app/src/main/res/drawable/ic_launcher_background.xml new file mode 100644 index 000000000..883b2a080 --- /dev/null +++ b/examples/llm/android/app/src/main/res/drawable/ic_launcher_background.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/examples/llm/android/app/src/main/res/drawable/rn_edit_text_material.xml b/examples/llm/android/app/src/main/res/drawable/rn_edit_text_material.xml new file mode 100644 index 000000000..5c25e728e --- /dev/null +++ b/examples/llm/android/app/src/main/res/drawable/rn_edit_text_material.xml @@ -0,0 +1,37 @@ + + + + + + + + + + + diff --git a/examples/llm/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml b/examples/llm/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml new file mode 100644 index 000000000..3941bea9b --- /dev/null +++ b/examples/llm/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml @@ -0,0 +1,5 @@ + + + + + \ No newline at end of file diff --git a/examples/llm/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml b/examples/llm/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml new file mode 100644 index 000000000..3941bea9b --- /dev/null +++ b/examples/llm/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml @@ -0,0 +1,5 @@ + + + + + \ No newline at end of file diff --git a/examples/llm/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp b/examples/llm/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp new file mode 100644 index 000000000..7fae0ccbc Binary files /dev/null and b/examples/llm/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp differ diff --git a/examples/llm/android/app/src/main/res/mipmap-hdpi/ic_launcher_foreground.webp b/examples/llm/android/app/src/main/res/mipmap-hdpi/ic_launcher_foreground.webp new file mode 100644 index 000000000..ac03dbf69 Binary files /dev/null and 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b/examples/llm/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_foreground.webp differ diff --git a/examples/llm/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp b/examples/llm/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp new file mode 100644 index 000000000..b51fd15c2 Binary files /dev/null and b/examples/llm/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp differ diff --git a/examples/llm/android/app/src/main/res/values-night/colors.xml b/examples/llm/android/app/src/main/res/values-night/colors.xml new file mode 100644 index 000000000..3c05de5be --- /dev/null +++ b/examples/llm/android/app/src/main/res/values-night/colors.xml @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/examples/llm/android/app/src/main/res/values/colors.xml b/examples/llm/android/app/src/main/res/values/colors.xml new file mode 100644 index 000000000..f387b9011 --- /dev/null +++ b/examples/llm/android/app/src/main/res/values/colors.xml @@ -0,0 +1,6 @@ + + #ffffff + #ffffff + #023c69 + #ffffff + \ No newline at end of file diff --git a/examples/llama/android/app/src/main/res/values/strings.xml b/examples/llm/android/app/src/main/res/values/strings.xml similarity index 83% rename from examples/llama/android/app/src/main/res/values/strings.xml rename to examples/llm/android/app/src/main/res/values/strings.xml index 16d1d1ca3..bf26e3919 100644 --- a/examples/llama/android/app/src/main/res/values/strings.xml +++ b/examples/llm/android/app/src/main/res/values/strings.xml @@ -1,5 +1,5 @@ - llama + llm contain false \ No newline at end of file diff --git a/examples/llm/android/app/src/main/res/values/styles.xml b/examples/llm/android/app/src/main/res/values/styles.xml new file mode 100644 index 000000000..da525212e --- /dev/null +++ b/examples/llm/android/app/src/main/res/values/styles.xml @@ -0,0 +1,17 @@ + + + + + \ No newline at end of file diff --git a/examples/llm/android/build.gradle b/examples/llm/android/build.gradle new file mode 100644 index 000000000..abbcb8ec8 --- /dev/null +++ b/examples/llm/android/build.gradle @@ -0,0 +1,41 @@ +// Top-level build file where you can add configuration options common to all sub-projects/modules. + +buildscript { + ext { + buildToolsVersion = findProperty('android.buildToolsVersion') ?: '35.0.0' + minSdkVersion = Integer.parseInt(findProperty('android.minSdkVersion') ?: '24') + compileSdkVersion = Integer.parseInt(findProperty('android.compileSdkVersion') ?: '35') + targetSdkVersion = Integer.parseInt(findProperty('android.targetSdkVersion') ?: '34') + kotlinVersion = findProperty('android.kotlinVersion') ?: '1.9.25' + + ndkVersion = "26.1.10909125" + } + repositories { + google() + mavenCentral() + } + dependencies { + classpath('com.android.tools.build:gradle') + classpath('com.facebook.react:react-native-gradle-plugin') + classpath('org.jetbrains.kotlin:kotlin-gradle-plugin') + } +} + +apply plugin: "com.facebook.react.rootproject" + +allprojects { + repositories { + maven { + // All of React Native (JS, Obj-C sources, Android binaries) is installed from npm + url(new File(['node', '--print', "require.resolve('react-native/package.json')"].execute(null, rootDir).text.trim(), '../android')) + } + maven { + // Android JSC is installed from npm + url(new File(['node', '--print', "require.resolve('jsc-android/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim(), '../dist')) + } + + google() + mavenCentral() + maven { url 'https://www.jitpack.io' } + } +} diff --git a/examples/llm/android/gradle.properties b/examples/llm/android/gradle.properties new file mode 100644 index 000000000..7531e9eb2 --- /dev/null +++ b/examples/llm/android/gradle.properties @@ -0,0 +1,56 @@ +# Project-wide Gradle settings. + +# IDE (e.g. Android Studio) users: +# Gradle settings configured through the IDE *will override* +# any settings specified in this file. + +# For more details on how to configure your build environment visit +# http://www.gradle.org/docs/current/userguide/build_environment.html + +# Specifies the JVM arguments used for the daemon process. +# The setting is particularly useful for tweaking memory settings. +# Default value: -Xmx512m -XX:MaxMetaspaceSize=256m +org.gradle.jvmargs=-Xmx2048m -XX:MaxMetaspaceSize=512m + +# When configured, Gradle will run in incubating parallel mode. +# This option should only be used with decoupled projects. More details, visit +# http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects +# org.gradle.parallel=true + +# AndroidX package structure to make it clearer which packages are bundled with the +# Android operating system, and which are packaged with your app's APK +# https://developer.android.com/topic/libraries/support-library/androidx-rn +android.useAndroidX=true + +# Enable AAPT2 PNG crunching +android.enablePngCrunchInReleaseBuilds=true + +# Use this property to specify which architecture you want to build. +# You can also override it from the CLI using +# ./gradlew -PreactNativeArchitectures=x86_64 +reactNativeArchitectures=armeabi-v7a,arm64-v8a,x86,x86_64 + +# Use this property to enable support to the new architecture. +# This will allow you to use TurboModules and the Fabric render in +# your application. You should enable this flag either if you want +# to write custom TurboModules/Fabric components OR use libraries that +# are providing them. +newArchEnabled=true + +# Use this property to enable or disable the Hermes JS engine. +# If set to false, you will be using JSC instead. +hermesEnabled=true + +# Enable GIF support in React Native images (~200 B increase) +expo.gif.enabled=true +# Enable webp support in React Native images (~85 KB increase) +expo.webp.enabled=true +# Enable animated webp support (~3.4 MB increase) +# Disabled by default because iOS doesn't support animated webp +expo.webp.animated=false + +# Enable network inspector +EX_DEV_CLIENT_NETWORK_INSPECTOR=true + +# Use legacy packaging to compress native libraries in the resulting APK. +expo.useLegacyPackaging=false diff --git a/examples/llm/android/gradle/wrapper/gradle-wrapper.jar b/examples/llm/android/gradle/wrapper/gradle-wrapper.jar new file mode 100644 index 000000000..a4b76b953 Binary files /dev/null and b/examples/llm/android/gradle/wrapper/gradle-wrapper.jar differ diff --git a/examples/llm/android/gradle/wrapper/gradle-wrapper.properties b/examples/llm/android/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 000000000..79eb9d003 --- /dev/null +++ b/examples/llm/android/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,7 @@ +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-8.10.2-all.zip +networkTimeout=10000 +validateDistributionUrl=true +zipStoreBase=GRADLE_USER_HOME +zipStorePath=wrapper/dists diff --git a/examples/llm/android/gradlew b/examples/llm/android/gradlew new file mode 100755 index 000000000..f5feea6d6 --- /dev/null +++ b/examples/llm/android/gradlew @@ -0,0 +1,252 @@ +#!/bin/sh + +# +# Copyright © 2015-2021 the original authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# SPDX-License-Identifier: Apache-2.0 +# + +############################################################################## +# +# Gradle start up script for POSIX generated by Gradle. +# +# Important for running: +# +# (1) You need a POSIX-compliant shell to run this script. If your /bin/sh is +# noncompliant, but you have some other compliant shell such as ksh or +# bash, then to run this script, type that shell name before the whole +# command line, like: +# +# ksh Gradle +# +# Busybox and similar reduced shells will NOT work, because this script +# requires all of these POSIX shell features: +# * functions; +# * expansions «$var», «${var}», «${var:-default}», «${var+SET}», +# «${var#prefix}», «${var%suffix}», and «$( cmd )»; +# * compound commands having a testable exit status, especially «case»; +# * various built-in commands including «command», «set», and «ulimit». +# +# Important for patching: +# +# (2) This script targets any POSIX shell, so it avoids extensions provided +# by Bash, Ksh, etc; in particular arrays are avoided. +# +# The "traditional" practice of packing multiple parameters into a +# space-separated string is a well documented source of bugs and security +# problems, so this is (mostly) avoided, by progressively accumulating +# options in "$@", and eventually passing that to Java. +# +# Where the inherited environment variables (DEFAULT_JVM_OPTS, JAVA_OPTS, +# and GRADLE_OPTS) rely on word-splitting, this is performed explicitly; +# see the in-line comments for details. +# +# There are tweaks for specific operating systems such as AIX, CygWin, +# Darwin, MinGW, and NonStop. +# +# (3) This script is generated from the Groovy template +# https://github.com/gradle/gradle/blob/HEAD/platforms/jvm/plugins-application/src/main/resources/org/gradle/api/internal/plugins/unixStartScript.txt +# within the Gradle project. +# +# You can find Gradle at https://github.com/gradle/gradle/. +# +############################################################################## + +# Attempt to set APP_HOME + +# Resolve links: $0 may be a link +app_path=$0 + +# Need this for daisy-chained symlinks. +while + APP_HOME=${app_path%"${app_path##*/}"} # leaves a trailing /; empty if no leading path + [ -h "$app_path" ] +do + ls=$( ls -ld "$app_path" ) + link=${ls#*' -> '} + case $link in #( + /*) app_path=$link ;; #( + *) app_path=$APP_HOME$link ;; + esac +done + +# This is normally unused +# shellcheck disable=SC2034 +APP_BASE_NAME=${0##*/} +# Discard cd standard output in case $CDPATH is set (https://github.com/gradle/gradle/issues/25036) +APP_HOME=$( cd -P "${APP_HOME:-./}" > /dev/null && printf '%s +' "$PWD" ) || exit + +# Use the maximum available, or set MAX_FD != -1 to use that value. +MAX_FD=maximum + +warn () { + echo "$*" +} >&2 + +die () { + echo + echo "$*" + echo + exit 1 +} >&2 + +# OS specific support (must be 'true' or 'false'). +cygwin=false +msys=false +darwin=false +nonstop=false +case "$( uname )" in #( + CYGWIN* ) cygwin=true ;; #( + Darwin* ) darwin=true ;; #( + MSYS* | MINGW* ) msys=true ;; #( + NONSTOP* ) nonstop=true ;; +esac + +CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar + + +# Determine the Java command to use to start the JVM. +if [ -n "$JAVA_HOME" ] ; then + if [ -x "$JAVA_HOME/jre/sh/java" ] ; then + # IBM's JDK on AIX uses strange locations for the executables + JAVACMD=$JAVA_HOME/jre/sh/java + else + JAVACMD=$JAVA_HOME/bin/java + fi + if [ ! -x "$JAVACMD" ] ; then + die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." + fi +else + JAVACMD=java + if ! command -v java >/dev/null 2>&1 + then + die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." + fi +fi + +# Increase the maximum file descriptors if we can. +if ! "$cygwin" && ! "$darwin" && ! "$nonstop" ; then + case $MAX_FD in #( + max*) + # In POSIX sh, ulimit -H is undefined. That's why the result is checked to see if it worked. + # shellcheck disable=SC2039,SC3045 + MAX_FD=$( ulimit -H -n ) || + warn "Could not query maximum file descriptor limit" + esac + case $MAX_FD in #( + '' | soft) :;; #( + *) + # In POSIX sh, ulimit -n is undefined. That's why the result is checked to see if it worked. + # shellcheck disable=SC2039,SC3045 + ulimit -n "$MAX_FD" || + warn "Could not set maximum file descriptor limit to $MAX_FD" + esac +fi + +# Collect all arguments for the java command, stacking in reverse order: +# * args from the command line +# * the main class name +# * -classpath +# * -D...appname settings +# * --module-path (only if needed) +# * DEFAULT_JVM_OPTS, JAVA_OPTS, and GRADLE_OPTS environment variables. + +# For Cygwin or MSYS, switch paths to Windows format before running java +if "$cygwin" || "$msys" ; then + APP_HOME=$( cygpath --path --mixed "$APP_HOME" ) + CLASSPATH=$( cygpath --path --mixed "$CLASSPATH" ) + + JAVACMD=$( cygpath --unix "$JAVACMD" ) + + # Now convert the arguments - kludge to limit ourselves to /bin/sh + for arg do + if + case $arg in #( + -*) false ;; # don't mess with options #( + /?*) t=${arg#/} t=/${t%%/*} # looks like a POSIX filepath + [ -e "$t" ] ;; #( + *) false ;; + esac + then + arg=$( cygpath --path --ignore --mixed "$arg" ) + fi + # Roll the args list around exactly as many times as the number of + # args, so each arg winds up back in the position where it started, but + # possibly modified. + # + # NB: a `for` loop captures its iteration list before it begins, so + # changing the positional parameters here affects neither the number of + # iterations, nor the values presented in `arg`. + shift # remove old arg + set -- "$@" "$arg" # push replacement arg + done +fi + + +# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"' + +# Collect all arguments for the java command: +# * DEFAULT_JVM_OPTS, JAVA_OPTS, JAVA_OPTS, and optsEnvironmentVar are not allowed to contain shell fragments, +# and any embedded shellness will be escaped. +# * For example: A user cannot expect ${Hostname} to be expanded, as it is an environment variable and will be +# treated as '${Hostname}' itself on the command line. + +set -- \ + "-Dorg.gradle.appname=$APP_BASE_NAME" \ + -classpath "$CLASSPATH" \ + org.gradle.wrapper.GradleWrapperMain \ + "$@" + +# Stop when "xargs" is not available. +if ! command -v xargs >/dev/null 2>&1 +then + die "xargs is not available" +fi + +# Use "xargs" to parse quoted args. +# +# With -n1 it outputs one arg per line, with the quotes and backslashes removed. +# +# In Bash we could simply go: +# +# readarray ARGS < <( xargs -n1 <<<"$var" ) && +# set -- "${ARGS[@]}" "$@" +# +# but POSIX shell has neither arrays nor command substitution, so instead we +# post-process each arg (as a line of input to sed) to backslash-escape any +# character that might be a shell metacharacter, then use eval to reverse +# that process (while maintaining the separation between arguments), and wrap +# the whole thing up as a single "set" statement. +# +# This will of course break if any of these variables contains a newline or +# an unmatched quote. +# + +eval "set -- $( + printf '%s\n' "$DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS" | + xargs -n1 | + sed ' s~[^-[:alnum:]+,./:=@_]~\\&~g; ' | + tr '\n' ' ' + )" '"$@"' + +exec "$JAVACMD" "$@" diff --git a/examples/llm/android/gradlew.bat b/examples/llm/android/gradlew.bat new file mode 100644 index 000000000..9d21a2183 --- /dev/null +++ b/examples/llm/android/gradlew.bat @@ -0,0 +1,94 @@ +@rem +@rem Copyright 2015 the original author or authors. +@rem +@rem Licensed under the Apache License, Version 2.0 (the "License"); +@rem you may not use this file except in compliance with the License. +@rem You may obtain a copy of the License at +@rem +@rem https://www.apache.org/licenses/LICENSE-2.0 +@rem +@rem Unless required by applicable law or agreed to in writing, software +@rem distributed under the License is distributed on an "AS IS" BASIS, +@rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +@rem See the License for the specific language governing permissions and +@rem limitations under the License. +@rem +@rem SPDX-License-Identifier: Apache-2.0 +@rem + +@if "%DEBUG%"=="" @echo off +@rem ########################################################################## +@rem +@rem Gradle startup script for Windows +@rem +@rem ########################################################################## + +@rem Set local scope for the variables with windows NT shell +if "%OS%"=="Windows_NT" setlocal + +set DIRNAME=%~dp0 +if "%DIRNAME%"=="" set DIRNAME=. +@rem This is normally unused +set APP_BASE_NAME=%~n0 +set APP_HOME=%DIRNAME% + +@rem Resolve any "." and ".." in APP_HOME to make it shorter. +for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi + +@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" + +@rem Find java.exe +if defined JAVA_HOME goto findJavaFromJavaHome + +set JAVA_EXE=java.exe +%JAVA_EXE% -version >NUL 2>&1 +if %ERRORLEVEL% equ 0 goto execute + +echo. 1>&2 +echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. 1>&2 +echo. 1>&2 +echo Please set the JAVA_HOME variable in your environment to match the 1>&2 +echo location of your Java installation. 1>&2 + +goto fail + +:findJavaFromJavaHome +set JAVA_HOME=%JAVA_HOME:"=% +set JAVA_EXE=%JAVA_HOME%/bin/java.exe + +if exist "%JAVA_EXE%" goto execute + +echo. 1>&2 +echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% 1>&2 +echo. 1>&2 +echo Please set the JAVA_HOME variable in your environment to match the 1>&2 +echo location of your Java installation. 1>&2 + +goto fail + +:execute +@rem Setup the command line + +set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar + + +@rem Execute Gradle +"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %* + +:end +@rem End local scope for the variables with windows NT shell +if %ERRORLEVEL% equ 0 goto mainEnd + +:fail +rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of +rem the _cmd.exe /c_ return code! +set EXIT_CODE=%ERRORLEVEL% +if %EXIT_CODE% equ 0 set EXIT_CODE=1 +if not ""=="%GRADLE_EXIT_CONSOLE%" exit %EXIT_CODE% +exit /b %EXIT_CODE% + +:mainEnd +if "%OS%"=="Windows_NT" endlocal + +:omega diff --git a/examples/llama/android/settings.gradle b/examples/llm/android/settings.gradle similarity index 87% rename from examples/llama/android/settings.gradle rename to examples/llm/android/settings.gradle index 02412565b..9c10a011a 100644 --- a/examples/llama/android/settings.gradle +++ b/examples/llm/android/settings.gradle @@ -1,5 +1,5 @@ pluginManagement { - includeBuild(new File(["node", "--print", "require.resolve('@react-native/gradle-plugin/package.json')"].execute(null, rootDir).text.trim()).getParentFile().toString()) + includeBuild(new File(["node", "--print", "require.resolve('@react-native/gradle-plugin/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim()).getParentFile().toString()) } plugins { id("com.facebook.react.settings") } @@ -21,7 +21,7 @@ extensions.configure(com.facebook.react.ReactSettingsExtension) { ex -> } } -rootProject.name = 'llama' +rootProject.name = 'llm' dependencyResolutionManagement { versionCatalogs { diff --git a/examples/llama/app.json b/examples/llm/app.json similarity index 85% rename from examples/llama/app.json rename to examples/llm/app.json index b4c761777..498bab08a 100644 --- a/examples/llama/app.json +++ b/examples/llm/app.json @@ -1,7 +1,7 @@ { "expo": { - "name": "llama", - "slug": "llama", + "name": "llm", + "slug": "llm", "version": "1.0.0", "orientation": "portrait", "icon": "./assets/icons/icon.png", @@ -25,14 +25,14 @@ }, "ios": { "supportsTablet": true, - "bundleIdentifier": "com.anonymous.llama" + "bundleIdentifier": "com.anonymous.llm" }, "android": { "adaptiveIcon": { "foregroundImage": "./assets/icons/adaptive-icon.png", "backgroundColor": "#ffffff" }, - "package": "com.anonymous.llama" + "package": "com.anonymous.llm" }, "web": { "favicon": "./assets/icons/favicon.png" diff --git a/examples/llm/assets/fonts/Aeonik-Medium.otf b/examples/llm/assets/fonts/Aeonik-Medium.otf new file mode 100644 index 000000000..cd9981f43 Binary files /dev/null and b/examples/llm/assets/fonts/Aeonik-Medium.otf differ diff --git a/examples/llm/assets/fonts/Aeonik-Regular.otf b/examples/llm/assets/fonts/Aeonik-Regular.otf new file mode 100644 index 000000000..9bd378ed2 Binary files /dev/null and b/examples/llm/assets/fonts/Aeonik-Regular.otf differ diff --git a/examples/llm/assets/icons/adaptive-icon.png b/examples/llm/assets/icons/adaptive-icon.png new file mode 100644 index 000000000..03d6f6b6c Binary files /dev/null and b/examples/llm/assets/icons/adaptive-icon.png differ diff --git a/examples/llm/assets/icons/favicon.png b/examples/llm/assets/icons/favicon.png new file mode 100644 index 000000000..e75f697b1 Binary files /dev/null and b/examples/llm/assets/icons/favicon.png differ diff --git a/examples/llm/assets/icons/icon.png b/examples/llm/assets/icons/icon.png new file mode 100644 index 000000000..a0b1526fc Binary files /dev/null and b/examples/llm/assets/icons/icon.png differ diff --git a/examples/llm/assets/icons/llama_icon.svg b/examples/llm/assets/icons/llama_icon.svg new file mode 100644 index 000000000..99e29696e --- /dev/null +++ b/examples/llm/assets/icons/llama_icon.svg @@ -0,0 +1,48 @@ + + + + + + + + + \ No newline at end of file diff --git a/examples/llm/assets/icons/pause_icon.svg b/examples/llm/assets/icons/pause_icon.svg new file mode 100644 index 000000000..2f5164d28 --- /dev/null +++ b/examples/llm/assets/icons/pause_icon.svg @@ -0,0 +1,12 @@ + + + + + + + + + + + + \ No newline at end of file diff --git a/examples/llm/assets/icons/send_icon.svg b/examples/llm/assets/icons/send_icon.svg new file mode 100644 index 000000000..dfe227a3b --- /dev/null +++ b/examples/llm/assets/icons/send_icon.svg @@ -0,0 +1,4 @@ + + + + diff --git a/examples/llm/assets/icons/splash.png b/examples/llm/assets/icons/splash.png new file mode 100644 index 000000000..0e89705a9 Binary files /dev/null and b/examples/llm/assets/icons/splash.png differ diff --git a/examples/llm/assets/icons/swm_icon.svg b/examples/llm/assets/icons/swm_icon.svg new file mode 100644 index 000000000..8c62f039b --- /dev/null +++ b/examples/llm/assets/icons/swm_icon.svg @@ -0,0 +1,13 @@ + + + + + + + + + + + + + diff --git a/examples/llm/babel.config.js b/examples/llm/babel.config.js new file mode 100644 index 000000000..d872de3f5 --- /dev/null +++ b/examples/llm/babel.config.js @@ -0,0 +1,7 @@ +module.exports = function (api) { + api.cache(true); + return { + presets: ['babel-preset-expo'], + plugins: ['react-native-reanimated/plugin'], + }; +}; diff --git a/examples/llm/colors.ts b/examples/llm/colors.ts new file mode 100644 index 000000000..bca216b11 --- /dev/null +++ b/examples/llm/colors.ts @@ -0,0 +1,10 @@ +const ColorPalette = { + primary: '#001A72', + seaBlueLight: '#E1F3FA', + seaBlueMedium: '#B5E1F1', + seaBlueDark: '#87CCE8', + blueLight: '#C1C6E5', + blueDark: '#6676AA', +}; + +export default ColorPalette; diff --git a/examples/llm/components/AnimatedChatLoading.tsx b/examples/llm/components/AnimatedChatLoading.tsx new file mode 100644 index 000000000..2a5641fd3 --- /dev/null +++ b/examples/llm/components/AnimatedChatLoading.tsx @@ -0,0 +1,50 @@ +import { StyleSheet, View } from 'react-native'; +import Animated, { + interpolateColor, + useAnimatedStyle, + useSharedValue, + withRepeat, + withTiming, +} from 'react-native-reanimated'; +import ColorPalette from '../colors'; + +export default function AnimatedChatLoading() { + const progress = useSharedValue(0); + progress.value = withRepeat(withTiming(1, { duration: 500 }), -1, true); + + const animatedStyle = useAnimatedStyle(() => { + return { + backgroundColor: interpolateColor( + progress.value, + [0, 1], + [ + ColorPalette.seaBlueLight, + ColorPalette.seaBlueMedium, + ColorPalette.seaBlueDark, + ] + ), + }; + }); + + return ( + + + + + + ); +} + +const styles = StyleSheet.create({ + messageLoadingContainer: { + flex: 1, + flexDirection: 'row', + justifyContent: 'space-between', + alignItems: 'center', + }, + loadingDot: { + width: 8, + height: 8, + borderRadius: 4, + }, +}); diff --git a/examples/llm/components/MarkdownComponent.tsx b/examples/llm/components/MarkdownComponent.tsx new file mode 100644 index 000000000..b4cb69b1e --- /dev/null +++ b/examples/llm/components/MarkdownComponent.tsx @@ -0,0 +1,33 @@ +import { Platform } from 'react-native'; +import Markdown from 'react-native-markdown-display'; +import ColorPalette from '../colors'; + +interface MarkdownComponentProps { + text: string; +} + +export default function MarkdownComponent({ text }: MarkdownComponentProps) { + const fontSize = Platform.OS === 'ios' ? 16 : 14; + return ( + + {text} + + ); +} diff --git a/examples/llm/components/MessageItem.tsx b/examples/llm/components/MessageItem.tsx new file mode 100644 index 000000000..8c74a64ce --- /dev/null +++ b/examples/llm/components/MessageItem.tsx @@ -0,0 +1,106 @@ +import React, { memo } from 'react'; +import { + View, + StyleSheet, + TouchableOpacity, + Text, + Platform, +} from 'react-native'; +import MarkdownComponent from './MarkdownComponent'; +import LlamaIcon from '../assets/icons/llama_icon.svg'; +import ColorPalette from '../colors'; +import { MessageType } from 'react-native-executorch/lib/typescript/types/llm'; + +interface MessageItemProps { + message: MessageType; + deleteMessage: () => void; +} + +const MessageItem = memo(({ message, deleteMessage }: MessageItemProps) => { + return ( + + {message.role === 'assistant' && ( + + + + )} + + + + ); +}); + +const CloseButton = ({ + deleteMessage, + role, +}: { + deleteMessage: () => void; + role: string; +}) => { + return ( + + ✕ + + ); +}; + +export default MessageItem; + +const styles = StyleSheet.create({ + aiMessage: { + flexDirection: 'row', + maxWidth: '75%', + alignSelf: 'flex-start', + marginVertical: 8, + alignItems: 'center', + }, + userMessage: { + flexDirection: 'row-reverse', + paddingHorizontal: 12, + paddingVertical: 8, + marginRight: 8, + marginVertical: 8, + maxWidth: '75%', + borderRadius: 8, + backgroundColor: ColorPalette.seaBlueLight, + alignSelf: 'flex-end', + alignItems: 'center', + }, + aiMessageIconContainer: { + backgroundColor: ColorPalette.seaBlueLight, + height: 32, + width: 32, + alignItems: 'center', + justifyContent: 'center', + borderRadius: 16, + marginHorizontal: 7, + }, + closeButton: { + borderRadius: 11, + backgroundColor: ColorPalette.blueLight, + alignItems: 'center', + justifyContent: 'center', + width: 22, + height: 22, + }, + closeButtonRight: { + marginLeft: 8, + }, + closeButtonLeft: { + marginRight: 8, + }, + buttonText: { + fontSize: Platform.OS === 'ios' ? 16 : 14, + color: '#000', + }, +}); diff --git a/examples/llama/components/Messages.tsx b/examples/llm/components/Messages.tsx similarity index 83% rename from examples/llama/components/Messages.tsx rename to examples/llm/components/Messages.tsx index f66d5aa43..941796128 100644 --- a/examples/llama/components/Messages.tsx +++ b/examples/llm/components/Messages.tsx @@ -1,21 +1,23 @@ import { useRef } from 'react'; import { ScrollView, StyleSheet, View, Text } from 'react-native'; -import { MessageType } from '../types'; import AnimatedChatLoading from './AnimatedChatLoading'; import LlamaIcon from '../assets/icons/llama_icon.svg'; import ColorPalette from '../colors'; import MessageItem from './MessageItem'; +import { MessageType } from 'react-native-executorch'; interface MessagesComponentProps { - chatHistory: Array; + chatHistory: MessageType[]; llmResponse: string; isGenerating: boolean; + deleteMessage: (index: number) => void; } export default function Messages({ chatHistory, llmResponse, isGenerating, + deleteMessage, }: MessagesComponentProps) { const scrollViewRef = useRef(null); @@ -27,7 +29,11 @@ export default function Messages({ > true}> {chatHistory.map((message, index) => ( - + deleteMessage(index)} + /> ))} {isGenerating && ( @@ -50,19 +56,14 @@ export default function Messages({ } const styles = StyleSheet.create({ - chatContainer: { - flex: 1, - width: '100%', - }, + chatContainer: { flex: 1, width: '100%' }, aiMessage: { flexDirection: 'row', maxWidth: '80%', alignSelf: 'flex-start', marginVertical: 8, }, - messageLoadingContainer: { - width: 28, - }, + messageLoadingContainer: { width: 28 }, aiMessageIconContainer: { backgroundColor: ColorPalette.seaBlueLight, height: 32, diff --git a/examples/llm/declarations.d.ts b/examples/llm/declarations.d.ts new file mode 100644 index 000000000..85e178f49 --- /dev/null +++ b/examples/llm/declarations.d.ts @@ -0,0 +1,5 @@ +declare module '*.svg' { + import { SvgProps } from 'react-native-svg'; + const content: React.FV; + export default content; +} diff --git a/examples/llama/index.ts b/examples/llm/index.ts similarity index 100% rename from examples/llama/index.ts rename to examples/llm/index.ts diff --git a/examples/llm/ios/.gitignore b/examples/llm/ios/.gitignore new file mode 100644 index 000000000..8beb34430 --- /dev/null +++ b/examples/llm/ios/.gitignore @@ -0,0 +1,30 @@ +# OSX +# +.DS_Store + +# Xcode +# +build/ +*.pbxuser +!default.pbxuser +*.mode1v3 +!default.mode1v3 +*.mode2v3 +!default.mode2v3 +*.perspectivev3 +!default.perspectivev3 +xcuserdata +*.xccheckout +*.moved-aside +DerivedData +*.hmap +*.ipa +*.xcuserstate +project.xcworkspace +.xcode.env.local + +# Bundle artifacts +*.jsbundle + +# CocoaPods +/Pods/ diff --git a/examples/llm/ios/.xcode.env b/examples/llm/ios/.xcode.env new file mode 100644 index 000000000..3d5782c71 --- /dev/null +++ b/examples/llm/ios/.xcode.env @@ -0,0 +1,11 @@ +# This `.xcode.env` file is versioned and is used to source the environment +# used when running script phases inside Xcode. +# To customize your local environment, you can create an `.xcode.env.local` +# file that is not versioned. + +# NODE_BINARY variable contains the PATH to the node executable. +# +# Customize the NODE_BINARY variable here. +# For example, to use nvm with brew, add the following line +# . "$(brew --prefix nvm)/nvm.sh" --no-use +export NODE_BINARY=$(command -v node) diff --git a/examples/llama/ios/Podfile b/examples/llm/ios/Podfile similarity index 99% rename from examples/llama/ios/Podfile rename to examples/llm/ios/Podfile index 9fc288a14..b5fdb3eec 100644 --- a/examples/llama/ios/Podfile +++ b/examples/llm/ios/Podfile @@ -13,7 +13,7 @@ install! 'cocoapods', prepare_react_native_project! -target 'llama' do +target 'llm' do use_expo_modules! if ENV['EXPO_USE_COMMUNITY_AUTOLINKING'] == '1' diff --git a/examples/llama/ios/Podfile.lock b/examples/llm/ios/Podfile.lock similarity index 71% rename from examples/llama/ios/Podfile.lock rename to examples/llm/ios/Podfile.lock index 7b5268308..3fa9fb95e 100644 --- a/examples/llama/ios/Podfile.lock +++ b/examples/llm/ios/Podfile.lock @@ -1,23 +1,23 @@ PODS: - boost (1.84.0) - DoubleConversion (1.1.6) - - EXConstants (17.0.3): + - EXConstants (17.0.8): - ExpoModulesCore - - Expo (52.0.19): + - Expo (52.0.46): - ExpoModulesCore - - ExpoAsset (11.0.1): + - ExpoAsset (11.0.5): - ExpoModulesCore - - ExpoFileSystem (18.0.6): + - ExpoFileSystem (18.0.12): - ExpoModulesCore - - ExpoFont (13.0.1): + - ExpoFont (13.0.4): - ExpoModulesCore - - ExpoKeepAwake (14.0.1): + - ExpoKeepAwake (14.0.3): - ExpoModulesCore - - ExpoModulesCore (2.1.2): + - ExpoModulesCore (2.2.3): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -36,55 +36,59 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - FBLazyVector (0.76.3) - - fmt (9.1.0) + - fast_float (6.1.4) + - FBLazyVector (0.76.9) + - fmt (11.0.2) - glog (0.3.5) - - hermes-engine (0.76.3): - - hermes-engine/Pre-built (= 0.76.3) - - hermes-engine/Pre-built (0.76.3) + - hermes-engine (0.76.9): + - hermes-engine/Pre-built (= 0.76.9) + - hermes-engine/Pre-built (0.76.9) - opencv-rne (0.1.0) - - RCT-Folly (2024.01.01.00): + - RCT-Folly (2024.10.14.00): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - - RCT-Folly/Default (= 2024.01.01.00) - - RCT-Folly/Default (2024.01.01.00): + - RCT-Folly/Default (= 2024.10.14.00) + - RCT-Folly/Default (2024.10.14.00): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - - RCT-Folly/Fabric (2024.01.01.00): + - RCT-Folly/Fabric (2024.10.14.00): - boost - DoubleConversion - - fmt (= 9.1.0) - - glog - - RCTDeprecation (0.76.3) - - RCTRequired (0.76.3) - - RCTTypeSafety (0.76.3): - - FBLazyVector (= 0.76.3) - - RCTRequired (= 0.76.3) - - React-Core (= 0.76.3) - - React (0.76.3): - - React-Core (= 0.76.3) - - React-Core/DevSupport (= 0.76.3) - - React-Core/RCTWebSocket (= 0.76.3) - - React-RCTActionSheet (= 0.76.3) - - React-RCTAnimation (= 0.76.3) - - React-RCTBlob (= 0.76.3) - - React-RCTImage (= 0.76.3) - - React-RCTLinking (= 0.76.3) - - React-RCTNetwork (= 0.76.3) - - React-RCTSettings (= 0.76.3) - - React-RCTText (= 0.76.3) - - React-RCTVibration (= 0.76.3) - - React-callinvoker (0.76.3) - - React-Core (0.76.3): - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - fast_float + - fmt + - glog + - RCTDeprecation (0.76.9) + - RCTRequired (0.76.9) + - RCTTypeSafety (0.76.9): + - FBLazyVector (= 0.76.9) + - RCTRequired (= 0.76.9) + - React-Core (= 0.76.9) + - React (0.76.9): + - React-Core (= 0.76.9) + - React-Core/DevSupport (= 0.76.9) + - React-Core/RCTWebSocket (= 0.76.9) + - React-RCTActionSheet (= 0.76.9) + - React-RCTAnimation (= 0.76.9) + - React-RCTBlob (= 0.76.9) + - React-RCTImage (= 0.76.9) + - React-RCTLinking (= 0.76.9) + - React-RCTNetwork (= 0.76.9) + - React-RCTSettings (= 0.76.9) + - React-RCTText (= 0.76.9) + - React-RCTVibration (= 0.76.9) + - React-callinvoker (0.76.9) + - React-Core (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - - React-Core/Default (= 0.76.3) + - React-Core/Default (= 0.76.9) - React-cxxreact - React-featureflags - React-hermes @@ -96,10 +100,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/CoreModulesHeaders (0.76.3): + - React-Core/CoreModulesHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -113,10 +117,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/Default (0.76.3): + - React-Core/Default (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-cxxreact - React-featureflags @@ -129,13 +133,13 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/DevSupport (0.76.3): + - React-Core/DevSupport (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - - React-Core/Default (= 0.76.3) - - React-Core/RCTWebSocket (= 0.76.3) + - React-Core/Default (= 0.76.9) + - React-Core/RCTWebSocket (= 0.76.9) - React-cxxreact - React-featureflags - React-hermes @@ -147,10 +151,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTActionSheetHeaders (0.76.3): + - React-Core/RCTActionSheetHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -164,10 +168,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTAnimationHeaders (0.76.3): + - React-Core/RCTAnimationHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -181,10 +185,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTBlobHeaders (0.76.3): + - React-Core/RCTBlobHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -198,10 +202,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTImageHeaders (0.76.3): + - React-Core/RCTImageHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -215,10 +219,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTLinkingHeaders (0.76.3): + - React-Core/RCTLinkingHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -232,10 +236,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTNetworkHeaders (0.76.3): + - React-Core/RCTNetworkHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -249,10 +253,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTSettingsHeaders (0.76.3): + - React-Core/RCTSettingsHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -266,10 +270,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTTextHeaders (0.76.3): + - React-Core/RCTTextHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -283,10 +287,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTVibrationHeaders (0.76.3): + - React-Core/RCTVibrationHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -300,12 +304,12 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTWebSocket (0.76.3): + - React-Core/RCTWebSocket (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - - React-Core/Default (= 0.76.3) + - React-Core/Default (= 0.76.9) - React-cxxreact - React-featureflags - React-hermes @@ -317,41 +321,43 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-CoreModules (0.76.3): + - React-CoreModules (0.76.9): - DoubleConversion - - fmt (= 9.1.0) - - RCT-Folly (= 2024.01.01.00) - - RCTTypeSafety (= 0.76.3) - - React-Core/CoreModulesHeaders (= 0.76.3) - - React-jsi (= 0.76.3) + - fast_float + - fmt + - RCT-Folly + - RCTTypeSafety + - React-Core/CoreModulesHeaders + - React-jsi - React-jsinspector - React-NativeModulesApple - React-RCTBlob - - React-RCTImage (= 0.76.3) + - React-RCTImage - ReactCodegen - ReactCommon - - SocketRocket (= 0.7.1) - - React-cxxreact (0.76.3): + - SocketRocket + - React-cxxreact (0.76.9): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-debug (= 0.76.3) - - React-jsi (= 0.76.3) + - RCT-Folly + - React-callinvoker + - React-debug + - React-jsi - React-jsinspector - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - React-runtimeexecutor (= 0.76.3) - - React-timing (= 0.76.3) - - React-debug (0.76.3) - - React-defaultsnativemodule (0.76.3): + - React-logger + - React-perflogger + - React-runtimeexecutor + - React-timing + - React-debug (0.76.9) + - React-defaultsnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -372,11 +378,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-domnativemodule (0.76.3): + - React-domnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -394,32 +400,33 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-Fabric (0.76.3): + - React-Fabric (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/animations (= 0.76.3) - - React-Fabric/attributedstring (= 0.76.3) - - React-Fabric/componentregistry (= 0.76.3) - - React-Fabric/componentregistrynative (= 0.76.3) - - React-Fabric/components (= 0.76.3) - - React-Fabric/core (= 0.76.3) - - React-Fabric/dom (= 0.76.3) - - React-Fabric/imagemanager (= 0.76.3) - - React-Fabric/leakchecker (= 0.76.3) - - React-Fabric/mounting (= 0.76.3) - - React-Fabric/observers (= 0.76.3) - - React-Fabric/scheduler (= 0.76.3) - - React-Fabric/telemetry (= 0.76.3) - - React-Fabric/templateprocessor (= 0.76.3) - - React-Fabric/uimanager (= 0.76.3) + - React-Fabric/animations (= 0.76.9) + - React-Fabric/attributedstring (= 0.76.9) + - React-Fabric/componentregistry (= 0.76.9) + - React-Fabric/componentregistrynative (= 0.76.9) + - React-Fabric/components (= 0.76.9) + - React-Fabric/core (= 0.76.9) + - React-Fabric/dom (= 0.76.9) + - React-Fabric/imagemanager (= 0.76.9) + - React-Fabric/leakchecker (= 0.76.9) + - React-Fabric/mounting (= 0.76.9) + - React-Fabric/observers (= 0.76.9) + - React-Fabric/scheduler (= 0.76.9) + - React-Fabric/telemetry (= 0.76.9) + - React-Fabric/templateprocessor (= 0.76.9) + - React-Fabric/uimanager (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -429,12 +436,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/animations (0.76.3): + - React-Fabric/animations (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -449,12 +457,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/attributedstring (0.76.3): + - React-Fabric/attributedstring (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -469,12 +478,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/componentregistry (0.76.3): + - React-Fabric/componentregistry (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -489,12 +499,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/componentregistrynative (0.76.3): + - React-Fabric/componentregistrynative (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -509,20 +520,21 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components (0.76.3): + - React-Fabric/components (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/components/legacyviewmanagerinterop (= 0.76.3) - - React-Fabric/components/root (= 0.76.3) - - React-Fabric/components/view (= 0.76.3) + - React-Fabric/components/legacyviewmanagerinterop (= 0.76.9) + - React-Fabric/components/root (= 0.76.9) + - React-Fabric/components/view (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -532,12 +544,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components/legacyviewmanagerinterop (0.76.3): + - React-Fabric/components/legacyviewmanagerinterop (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -552,12 +565,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components/root (0.76.3): + - React-Fabric/components/root (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -572,12 +586,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components/view (0.76.3): + - React-Fabric/components/view (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -593,12 +608,13 @@ PODS: - React-utils - ReactCommon/turbomodule/core - Yoga - - React-Fabric/core (0.76.3): + - React-Fabric/core (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -613,12 +629,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/dom (0.76.3): + - React-Fabric/dom (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -633,12 +650,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/imagemanager (0.76.3): + - React-Fabric/imagemanager (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -653,12 +671,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/leakchecker (0.76.3): + - React-Fabric/leakchecker (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -673,12 +692,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/mounting (0.76.3): + - React-Fabric/mounting (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -693,18 +713,19 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/observers (0.76.3): + - React-Fabric/observers (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/observers/events (= 0.76.3) + - React-Fabric/observers/events (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -714,12 +735,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/observers/events (0.76.3): + - React-Fabric/observers/events (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -734,12 +756,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/scheduler (0.76.3): + - React-Fabric/scheduler (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -756,12 +779,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/telemetry (0.76.3): + - React-Fabric/telemetry (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -776,12 +800,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/templateprocessor (0.76.3): + - React-Fabric/templateprocessor (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -796,18 +821,19 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/uimanager (0.76.3): + - React-Fabric/uimanager (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/uimanager/consistency (= 0.76.3) + - React-Fabric/uimanager/consistency (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -818,12 +844,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/uimanager/consistency (0.76.3): + - React-Fabric/uimanager/consistency (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -839,20 +866,21 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-FabricComponents (0.76.3): + - React-FabricComponents (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - React-Fabric - - React-FabricComponents/components (= 0.76.3) - - React-FabricComponents/textlayoutmanager (= 0.76.3) + - React-FabricComponents/components (= 0.76.9) + - React-FabricComponents/textlayoutmanager (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -864,27 +892,28 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components (0.76.3): + - React-FabricComponents/components (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - React-Fabric - - React-FabricComponents/components/inputaccessory (= 0.76.3) - - React-FabricComponents/components/iostextinput (= 0.76.3) - - React-FabricComponents/components/modal (= 0.76.3) - - React-FabricComponents/components/rncore (= 0.76.3) - - React-FabricComponents/components/safeareaview (= 0.76.3) - - React-FabricComponents/components/scrollview (= 0.76.3) - - React-FabricComponents/components/text (= 0.76.3) - - React-FabricComponents/components/textinput (= 0.76.3) - - React-FabricComponents/components/unimplementedview (= 0.76.3) + - React-FabricComponents/components/inputaccessory (= 0.76.9) + - React-FabricComponents/components/iostextinput (= 0.76.9) + - React-FabricComponents/components/modal (= 0.76.9) + - React-FabricComponents/components/rncore (= 0.76.9) + - React-FabricComponents/components/safeareaview (= 0.76.9) + - React-FabricComponents/components/scrollview (= 0.76.9) + - React-FabricComponents/components/text (= 0.76.9) + - React-FabricComponents/components/textinput (= 0.76.9) + - React-FabricComponents/components/unimplementedview (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -896,12 +925,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/inputaccessory (0.76.3): + - React-FabricComponents/components/inputaccessory (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -919,12 +949,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/iostextinput (0.76.3): + - React-FabricComponents/components/iostextinput (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -942,12 +973,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/modal (0.76.3): + - React-FabricComponents/components/modal (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -965,12 +997,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/rncore (0.76.3): + - React-FabricComponents/components/rncore (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -988,12 +1021,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/safeareaview (0.76.3): + - React-FabricComponents/components/safeareaview (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1011,12 +1045,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/scrollview (0.76.3): + - React-FabricComponents/components/scrollview (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1034,12 +1069,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/text (0.76.3): + - React-FabricComponents/components/text (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1057,12 +1093,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/textinput (0.76.3): + - React-FabricComponents/components/textinput (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1080,12 +1117,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/unimplementedview (0.76.3): + - React-FabricComponents/components/unimplementedview (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1103,12 +1141,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/textlayoutmanager (0.76.3): + - React-FabricComponents/textlayoutmanager (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1126,30 +1165,31 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricImage (0.76.3): + - React-FabricImage (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) - - RCTRequired (= 0.76.3) - - RCTTypeSafety (= 0.76.3) + - RCT-Folly/Fabric + - RCTRequired + - RCTTypeSafety - React-Fabric - React-graphics - React-ImageManager - React-jsi - - React-jsiexecutor (= 0.76.3) + - React-jsiexecutor - React-logger - React-rendererdebug - React-utils - ReactCommon - Yoga - - React-featureflags (0.76.3) - - React-featureflagsnativemodule (0.76.3): + - React-featureflags (0.76.9) + - React-featureflagsnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1166,31 +1206,33 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-graphics (0.76.3): + - React-graphics (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric - React-jsi - React-jsiexecutor - React-utils - - React-hermes (0.76.3): + - React-hermes (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-cxxreact (= 0.76.3) + - RCT-Folly + - React-cxxreact - React-jsi - - React-jsiexecutor (= 0.76.3) + - React-jsiexecutor - React-jsinspector - - React-perflogger (= 0.76.3) + - React-perflogger - React-runtimeexecutor - - React-idlecallbacksnativemodule (0.76.3): + - React-idlecallbacksnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1208,7 +1250,7 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-ImageManager (0.76.3): + - React-ImageManager (0.76.9): - glog - RCT-Folly/Fabric - React-Core/Default @@ -1217,51 +1259,53 @@ PODS: - React-graphics - React-rendererdebug - React-utils - - React-jserrorhandler (0.76.3): + - React-jserrorhandler (0.76.9): - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-cxxreact - React-debug - React-jsi - - React-jsi (0.76.3): + - React-jsi (0.76.9): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-jsiexecutor (0.76.3): + - RCT-Folly + - React-jsiexecutor (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-cxxreact (= 0.76.3) - - React-jsi (= 0.76.3) + - RCT-Folly + - React-cxxreact + - React-jsi - React-jsinspector - - React-perflogger (= 0.76.3) - - React-jsinspector (0.76.3): + - React-perflogger + - React-jsinspector (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly - React-featureflags - React-jsi - - React-perflogger (= 0.76.3) - - React-runtimeexecutor (= 0.76.3) - - React-jsitracing (0.76.3): + - React-perflogger + - React-runtimeexecutor + - React-jsitracing (0.76.9): - React-jsi - - React-logger (0.76.3): + - React-logger (0.76.9): - glog - - React-Mapbuffer (0.76.3): + - React-Mapbuffer (0.76.9): - glog - React-debug - - React-microtasksnativemodule (0.76.3): + - React-microtasksnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1278,12 +1322,12 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-executorch (0.3.1): + - react-native-executorch (0.3.2): - DoubleConversion - glog - hermes-engine - opencv-rne (~> 0.1.0) - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1300,11 +1344,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-safe-area-context (4.14.1): + - react-native-safe-area-context (4.12.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1313,8 +1357,8 @@ PODS: - React-featureflags - React-graphics - React-ImageManager - - react-native-safe-area-context/common (= 4.14.1) - - react-native-safe-area-context/fabric (= 4.14.1) + - react-native-safe-area-context/common (= 4.12.0) + - react-native-safe-area-context/fabric (= 4.12.0) - React-NativeModulesApple - React-RCTFabric - React-rendererdebug @@ -1323,11 +1367,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-safe-area-context/common (4.14.1): + - react-native-safe-area-context/common (4.12.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1344,11 +1388,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-safe-area-context/fabric (4.14.1): + - react-native-safe-area-context/fabric (4.12.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1366,8 +1410,8 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-nativeconfig (0.76.3) - - React-NativeModulesApple (0.76.3): + - React-nativeconfig (0.76.9) + - React-NativeModulesApple (0.76.9): - glog - hermes-engine - React-callinvoker @@ -1378,25 +1422,25 @@ PODS: - React-runtimeexecutor - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - React-perflogger (0.76.3): + - React-perflogger (0.76.9): - DoubleConversion - - RCT-Folly (= 2024.01.01.00) - - React-performancetimeline (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) + - React-performancetimeline (0.76.9): + - RCT-Folly (= 2024.10.14.00) - React-cxxreact - React-timing - - React-RCTActionSheet (0.76.3): - - React-Core/RCTActionSheetHeaders (= 0.76.3) - - React-RCTAnimation (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTActionSheet (0.76.9): + - React-Core/RCTActionSheetHeaders (= 0.76.9) + - React-RCTAnimation (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTAnimationHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-RCTAppDelegate (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTAppDelegate (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1420,11 +1464,12 @@ PODS: - React-utils - ReactCodegen - ReactCommon - - React-RCTBlob (0.76.3): + - React-RCTBlob (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - React-Core/RCTBlobHeaders - React-Core/RCTWebSocket - React-jsi @@ -1433,10 +1478,10 @@ PODS: - React-RCTNetwork - ReactCodegen - ReactCommon - - React-RCTFabric (0.76.3): + - React-RCTFabric (0.76.9): - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-Core - React-debug - React-Fabric @@ -1456,8 +1501,8 @@ PODS: - React-runtimescheduler - React-utils - Yoga - - React-RCTImage (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTImage (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTImageHeaders - React-jsi @@ -1465,49 +1510,50 @@ PODS: - React-RCTNetwork - ReactCodegen - ReactCommon - - React-RCTLinking (0.76.3): - - React-Core/RCTLinkingHeaders (= 0.76.3) - - React-jsi (= 0.76.3) + - React-RCTLinking (0.76.9): + - React-Core/RCTLinkingHeaders (= 0.76.9) + - React-jsi (= 0.76.9) - React-NativeModulesApple - ReactCodegen - ReactCommon - - ReactCommon/turbomodule/core (= 0.76.3) - - React-RCTNetwork (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - ReactCommon/turbomodule/core (= 0.76.9) + - React-RCTNetwork (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTNetworkHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-RCTSettings (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTSettings (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTSettingsHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-RCTText (0.76.3): - - React-Core/RCTTextHeaders (= 0.76.3) + - React-RCTText (0.76.9): + - React-Core/RCTTextHeaders (= 0.76.9) - Yoga - - React-RCTVibration (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTVibration (0.76.9): + - RCT-Folly (= 2024.10.14.00) - React-Core/RCTVibrationHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-rendererconsistency (0.76.3) - - React-rendererdebug (0.76.3): + - React-rendererconsistency (0.76.9) + - React-rendererdebug (0.76.9): - DoubleConversion - - fmt (= 9.1.0) - - RCT-Folly (= 2024.01.01.00) + - fast_float + - fmt + - RCT-Folly - React-debug - - React-rncore (0.76.3) - - React-RuntimeApple (0.76.3): + - React-rncore (0.76.9) + - React-RuntimeApple (0.76.9): - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-callinvoker - React-Core/Default - React-CoreModules @@ -1524,10 +1570,10 @@ PODS: - React-RuntimeHermes - React-runtimescheduler - React-utils - - React-RuntimeCore (0.76.3): + - React-RuntimeCore (0.76.9): - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-cxxreact - React-featureflags - React-jserrorhandler @@ -1538,11 +1584,11 @@ PODS: - React-runtimeexecutor - React-runtimescheduler - React-utils - - React-runtimeexecutor (0.76.3): - - React-jsi (= 0.76.3) - - React-RuntimeHermes (0.76.3): + - React-runtimeexecutor (0.76.9): + - React-jsi (= 0.76.9) + - React-RuntimeHermes (0.76.9): - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-featureflags - React-hermes - React-jsi @@ -1551,10 +1597,10 @@ PODS: - React-nativeconfig - React-RuntimeCore - React-utils - - React-runtimescheduler (0.76.3): + - React-runtimescheduler (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - React-callinvoker - React-cxxreact - React-debug @@ -1566,14 +1612,14 @@ PODS: - React-runtimeexecutor - React-timing - React-utils - - React-timing (0.76.3) - - React-utils (0.76.3): + - React-timing (0.76.9) + - React-utils (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - React-debug - - React-jsi (= 0.76.3) - - ReactCodegen (0.76.3): + - React-jsi (= 0.76.9) + - ReactCodegen (0.76.9): - DoubleConversion - glog - hermes-engine @@ -1593,51 +1639,54 @@ PODS: - React-utils - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - ReactCommon (0.76.3): - - ReactCommon/turbomodule (= 0.76.3) - - ReactCommon/turbomodule (0.76.3): - - DoubleConversion - - fmt (= 9.1.0) - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-cxxreact (= 0.76.3) - - React-jsi (= 0.76.3) - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - ReactCommon/turbomodule/bridging (= 0.76.3) - - ReactCommon/turbomodule/core (= 0.76.3) - - ReactCommon/turbomodule/bridging (0.76.3): - - DoubleConversion - - fmt (= 9.1.0) - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-cxxreact (= 0.76.3) - - React-jsi (= 0.76.3) - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - ReactCommon/turbomodule/core (0.76.3): - - DoubleConversion - - fmt (= 9.1.0) - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-cxxreact (= 0.76.3) - - React-debug (= 0.76.3) - - React-featureflags (= 0.76.3) - - React-jsi (= 0.76.3) - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - React-utils (= 0.76.3) + - ReactCommon (0.76.9): + - ReactCommon/turbomodule (= 0.76.9) + - ReactCommon/turbomodule (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-jsi + - React-logger + - React-perflogger + - ReactCommon/turbomodule/bridging (= 0.76.9) + - ReactCommon/turbomodule/core (= 0.76.9) + - ReactCommon/turbomodule/bridging (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-jsi (= 0.76.9) + - React-logger + - React-perflogger + - ReactCommon/turbomodule/core (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-debug (= 0.76.9) + - React-featureflags (= 0.76.9) + - React-jsi + - React-logger + - React-perflogger + - React-utils (= 0.76.9) - RNReanimated (3.16.5): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1660,7 +1709,7 @@ PODS: - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1682,7 +1731,7 @@ PODS: - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1703,7 +1752,7 @@ PODS: - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1720,11 +1769,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - RNSVG (15.10.1): + - RNSVG (15.8.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1740,13 +1789,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - RNSVG/common (= 15.10.1) + - RNSVG/common (= 15.8.0) - Yoga - - RNSVG/common (15.10.1): + - RNSVG/common (15.8.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1776,6 +1825,7 @@ DEPENDENCIES: - ExpoFont (from `../node_modules/expo-font/ios`) - ExpoKeepAwake (from `../node_modules/expo-keep-awake/ios`) - ExpoModulesCore (from `../node_modules/expo-modules-core`) + - fast_float (from `../node_modules/react-native/third-party-podspecs/fast_float.podspec`) - FBLazyVector (from `../node_modules/react-native/Libraries/FBLazyVector`) - fmt (from `../node_modules/react-native/third-party-podspecs/fmt.podspec`) - glog (from `../node_modules/react-native/third-party-podspecs/glog.podspec`) @@ -1868,6 +1918,8 @@ EXTERNAL SOURCES: :path: "../node_modules/expo-keep-awake/ios" ExpoModulesCore: :path: "../node_modules/expo-modules-core" + fast_float: + :podspec: "../node_modules/react-native/third-party-podspecs/fast_float.podspec" FBLazyVector: :path: "../node_modules/react-native/Libraries/FBLazyVector" fmt: @@ -2003,81 +2055,82 @@ EXTERNAL SOURCES: SPEC CHECKSUMS: boost: 1dca942403ed9342f98334bf4c3621f011aa7946 DoubleConversion: f16ae600a246532c4020132d54af21d0ddb2a385 - EXConstants: dd2fe64c6cdb1383b694c309a63028a8e9f2be6d - Expo: d901db29ffb24ccad280920f3c6de69febb89935 - ExpoAsset: 8138f2a9ec55ae1ad7c3871448379f7d97692d15 - ExpoFileSystem: 179a0661fd6d3c4e5d7e500a99a9cd8b295d9566 - ExpoFont: 7522d869d84ee2ee8093ee997fef5b86f85d856b - ExpoKeepAwake: 783e68647b969b210a786047c3daa7b753dcac1f - ExpoModulesCore: 41844ce131433b266261b44012d5b41ac0513999 - FBLazyVector: be7314029d6ec6b90f0f75ce1195b8130ed9ac4f - fmt: 10c6e61f4be25dc963c36bd73fc7b1705fe975be + EXConstants: a1f35b9aabbb3c6791f8e67722579b1ffcdd3f18 + Expo: 3e53243e3281214a7d613f8a875c0b732d7512c2 + ExpoAsset: 0687fe05f5d051c4a34dd1f9440bd00858413cfe + ExpoFileSystem: c8c19bf80d914c83dda3beb8569d7fb603be0970 + ExpoFont: 773955186469acc5108ff569712a2d243857475f + ExpoKeepAwake: 2a5f15dd4964cba8002c9a36676319a3394c85c7 + ExpoModulesCore: dd965804a882f1dbb6036fceea4d912461aeaa0d + fast_float: 06eeec4fe712a76acc9376682e4808b05ce978b6 + FBLazyVector: 7605ea4810e0e10ae4815292433c09bf4324ba45 + fmt: 01b82d4ca6470831d1cc0852a1af644be019e8f6 glog: 08b301085f15bcbb6ff8632a8ebaf239aae04e6a - hermes-engine: 0555a84ea495e8e3b4bde71b597cd87fbb382888 + hermes-engine: 9e868dc7be781364296d6ee2f56d0c1a9ef0bb11 opencv-rne: 63e933ae2373fc91351f9a348dc46c3f523c2d3f - RCT-Folly: bf5c0376ffe4dd2cf438dcf86db385df9fdce648 - RCTDeprecation: 2c5e1000b04ab70b53956aa498bf7442c3c6e497 - RCTRequired: 5f785a001cf68a551c5f5040fb4c415672dbb481 - RCTTypeSafety: 6b98db8965005d32449605c0d005ecb4fee8a0f7 - React: 8077bf7c185afb515be82518507e16f71a247a5e - React-callinvoker: 519eee9520727805e2867a6d8dad4ebbeed543db - React-Core: e364ceda7d086c7d14adeec0eb880a90073e3dde - React-CoreModules: 291be650024d9db086c95fd1d7e7d9607c6de62b - React-cxxreact: 5cf17d13ca0fc0734e1bb0ed9615d1d1fc45ef78 - React-debug: 931ca94abd6b1bcab539e356e20df788afecae8f - React-defaultsnativemodule: 6afc2dd3619bac12dc54c1ee939bf14f9aa96b42 - React-domnativemodule: f140d46f6f3c3f1efc987c98b464fcbece0cc93a - React-Fabric: e1774fe4b579e34c2c5721e9351c8ce869e7b5f0 - React-FabricComponents: 528ff9f96d150379ed404221d70cc7019ca76865 - React-FabricImage: 31680b7ddc740e040277176fbd6541fcf0fd44af - React-featureflags: 7c7a74b65ee5a228f520b387ebfe0e8d9cecc622 - React-featureflagsnativemodule: dd3450366b1c9557975e457ce6baa151ccee84da - React-graphics: 7f0d3e06d356e8476bd8ba95d90762fc01138ebc - React-hermes: f83fafe6a1c845dace7abad4a5d7366cbb42ab96 - React-idlecallbacksnativemodule: 14ce331438e2bca7d464a8a211b14543aff4dc91 - 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D92C3BC873374EFFA3473F91 /* Aeonik-Medium.otf */ = {isa = PBXFileReference; explicitFileType = undefined; fileEncoding = 9; includeInIndex = 0; lastKnownFileType = unknown; name = "Aeonik-Medium.otf"; path = "../assets/fonts/Aeonik-Medium.otf"; sourceTree = ""; }; ED297162215061F000B7C4FE /* JavaScriptCore.framework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.framework; name = JavaScriptCore.framework; path = System/Library/Frameworks/JavaScriptCore.framework; sourceTree = SDKROOT; }; - FAC715A2D49A985799AEE119 /* ExpoModulesProvider.swift */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = sourcecode.swift; name = ExpoModulesProvider.swift; path = "Pods/Target Support Files/Pods-llama/ExpoModulesProvider.swift"; sourceTree = ""; }; + FAC715A2D49A985799AEE119 /* ExpoModulesProvider.swift */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = sourcecode.swift; name = ExpoModulesProvider.swift; path = "Pods/Target Support Files/Pods-llm/ExpoModulesProvider.swift"; sourceTree = ""; }; /* End PBXFileReference section */ /* Begin PBXFrameworksBuildPhase section */ @@ -46,14 +46,14 @@ isa = PBXFrameworksBuildPhase; buildActionMask = 2147483647; files = ( - E39855E7ADE2DFBE45A8981B /* libPods-llama.a in Frameworks */, + 96905EF65AED1B983A6B3ABC /* libPods-llm.a in Frameworks */, ); runOnlyForDeploymentPostprocessing = 0; }; /* End PBXFrameworksBuildPhase section */ /* Begin PBXGroup section */ - 13B07FAE1A68108700A75B9A /* llama */ = { + 13B07FAE1A68108700A75B9A /* llm */ = { isa = PBXGroup; children = ( BB2F792B24A3F905000567C9 /* Supporting */, @@ -63,29 +63,30 @@ 13B07FB61A68108700A75B9A /* Info.plist */, 13B07FB71A68108700A75B9A /* main.m */, AA286B85B6C04FC6940260E9 /* SplashScreen.storyboard */, - 3BD85B2807ED4C7181912F51 /* noop-file.swift */, - 469F8F2EF4DF406CA88142C3 /* llama-Bridging-Header.h */, - 1715AE6E468B5AA99C377930 /* PrivacyInfo.xcprivacy */, + 89735D369D01418787766C37 /* noop-file.swift */, + 42BD61A11DCC4F31AD59392A /* llm-Bridging-Header.h */, + AAB2873575BB35D677C43D40 /* PrivacyInfo.xcprivacy */, ); - name = llama; + name = llm; sourceTree = ""; }; 2D16E6871FA4F8E400B85C8A /* Frameworks */ = { isa = PBXGroup; children = ( ED297162215061F000B7C4FE /* JavaScriptCore.framework */, - 18B9BDAA16DD07209C7D6B56 /* libPods-llama.a */, + 58EEBF8E8E6FB1BC6CAF49B5 /* libPods-llm.a */, ); name = Frameworks; sourceTree = ""; }; - 8071F0B3451342A8B7DA0560 /* Resources */ = { + 72C8F0D5E836475EB8760F99 /* Resources */ = { isa = PBXGroup; children = ( - 9687E3B32FC6436DB1DD56F7 /* Aeonik-Regular.otf */, - D92C3BC873374EFFA3473F91 /* Aeonik-Medium.otf */, + A0DC0390B1F54A86BDD796D7 /* Aeonik-Regular.otf */, + A5362DD34B4247ADA4092D9B /* Aeonik-Medium.otf */, ); name = Resources; + path = ""; sourceTree = ""; }; 832341AE1AAA6A7D00B99B32 /* Libraries */ = { @@ -98,13 +99,13 @@ 83CBB9F61A601CBA00E9B192 = { isa = PBXGroup; children = ( - 13B07FAE1A68108700A75B9A /* llama */, + 13B07FAE1A68108700A75B9A /* llm */, 832341AE1AAA6A7D00B99B32 /* Libraries */, 83CBBA001A601CBA00E9B192 /* Products */, 2D16E6871FA4F8E400B85C8A /* Frameworks */, D65327D7A22EEC0BE12398D9 /* Pods */, D7E4C46ADA2E9064B798F356 /* ExpoModulesProviders */, - 8071F0B3451342A8B7DA0560 /* Resources */, + 72C8F0D5E836475EB8760F99 /* Resources */, ); indentWidth = 2; sourceTree = ""; @@ -114,17 +115,17 @@ 83CBBA001A601CBA00E9B192 /* Products */ = { isa = PBXGroup; children = ( - 13B07F961A680F5B00A75B9A /* llama.app */, + 13B07F961A680F5B00A75B9A /* llm.app */, ); name = Products; sourceTree = ""; }; - 92DBD88DE9BF7D494EA9DA96 /* llama */ = { + 92DBD88DE9BF7D494EA9DA96 /* llm */ = { isa = PBXGroup; children = ( FAC715A2D49A985799AEE119 /* ExpoModulesProvider.swift */, ); - name = llama; + name = llm; sourceTree = ""; }; BB2F792B24A3F905000567C9 /* Supporting */ = { @@ -133,14 +134,14 @@ BB2F792C24A3F905000567C9 /* Expo.plist */, ); name = Supporting; - path = llama/Supporting; + path = llm/Supporting; sourceTree = ""; }; D65327D7A22EEC0BE12398D9 /* Pods */ = { isa = PBXGroup; children = ( - 99EC53DEC145AFD1C234E344 /* Pods-llama.debug.xcconfig */, - 2D0B1FD6AE589F99AE1898D7 /* Pods-llama.release.xcconfig */, + 6C2E3173556A471DD304B334 /* Pods-llm.debug.xcconfig */, + 7A4D352CD337FB3A3BF06240 /* Pods-llm.release.xcconfig */, ); path = Pods; sourceTree = ""; @@ -148,7 +149,7 @@ D7E4C46ADA2E9064B798F356 /* ExpoModulesProviders */ = { isa = PBXGroup; children = ( - 92DBD88DE9BF7D494EA9DA96 /* llama */, + 92DBD88DE9BF7D494EA9DA96 /* llm */, ); name = ExpoModulesProviders; sourceTree = ""; @@ -156,26 +157,26 @@ /* End PBXGroup section */ /* Begin PBXNativeTarget section */ - 13B07F861A680F5B00A75B9A /* llama */ = { + 13B07F861A680F5B00A75B9A /* llm */ = { isa = PBXNativeTarget; - buildConfigurationList = 13B07F931A680F5B00A75B9A /* Build configuration list for PBXNativeTarget "llama" */; + buildConfigurationList = 13B07F931A680F5B00A75B9A /* Build configuration list for PBXNativeTarget "llm" */; buildPhases = ( - 4B47EAC8A63981EB4B85381A /* [CP] Check Pods Manifest.lock */, - 1C494C8D1B7ABCB54FF643A4 /* [Expo] Configure project */, + 08A4A3CD28434E44B6B9DE2E /* [CP] Check Pods Manifest.lock */, + 8978163B20A42F160D3EC296 /* [Expo] Configure project */, 13B07F871A680F5B00A75B9A /* Sources */, 13B07F8C1A680F5B00A75B9A /* Frameworks */, 13B07F8E1A680F5B00A75B9A /* Resources */, 00DD1BFF1BD5951E006B06BC /* Bundle React Native code and images */, - 71C7ADC7BAE3F282F4535DB5 /* [CP] Embed Pods Frameworks */, - 3D32E881F56B8F15C30BA168 /* [CP] Copy Pods Resources */, + 800E24972A6A228C8D4807E9 /* [CP] Copy Pods Resources */, + 3A3DED9DC58C5F1F2B44CE89 /* [CP] Embed Pods Frameworks */, ); buildRules = ( ); dependencies = ( ); - name = llama; - productName = llama; - productReference = 13B07F961A680F5B00A75B9A /* llama.app */; + name = llm; + productName = llm; + productReference = 13B07F961A680F5B00A75B9A /* llm.app */; productType = "com.apple.product-type.application"; }; /* End PBXNativeTarget section */ @@ -188,11 +189,10 @@ TargetAttributes = { 13B07F861A680F5B00A75B9A = { LastSwiftMigration = 1250; - ProvisioningStyle = Automatic; }; }; }; - buildConfigurationList = 83CBB9FA1A601CBA00E9B192 /* Build configuration list for PBXProject "llama" */; + buildConfigurationList = 83CBB9FA1A601CBA00E9B192 /* Build configuration list for PBXProject "llm" */; compatibilityVersion = "Xcode 3.2"; developmentRegion = en; hasScannedForEncodings = 0; @@ -205,7 +205,7 @@ projectDirPath = ""; projectRoot = ""; targets = ( - 13B07F861A680F5B00A75B9A /* llama */, + 13B07F861A680F5B00A75B9A /* llm */, ); }; /* End PBXProject section */ @@ -218,9 +218,9 @@ BB2F792D24A3F905000567C9 /* Expo.plist in Resources */, 13B07FBF1A68108700A75B9A /* Images.xcassets in Resources */, 3E461D99554A48A4959DE609 /* SplashScreen.storyboard in Resources */, - 73C30FD05C4849768B046A52 /* Aeonik-Regular.otf in Resources */, - 3E48E47684254851AD945E5F /* Aeonik-Medium.otf in Resources */, - F923D4B69222F124FA1FE3C3 /* PrivacyInfo.xcprivacy in Resources */, + 1F40FA8EF69C4AEBB072EFBB /* Aeonik-Regular.otf in Resources */, + 4F70BA1E4FEA4929ABD21B27 /* Aeonik-Medium.otf in Resources */, + FF89C9ABC722356016EDDFE8 /* PrivacyInfo.xcprivacy in Resources */, ); runOnlyForDeploymentPostprocessing = 0; }; @@ -242,37 +242,59 @@ shellPath = /bin/sh; shellScript = "if [[ -f \"$PODS_ROOT/../.xcode.env\" ]]; then\n source \"$PODS_ROOT/../.xcode.env\"\nfi\nif [[ -f \"$PODS_ROOT/../.xcode.env.local\" ]]; then\n source \"$PODS_ROOT/../.xcode.env.local\"\nfi\n\n# The project root by default is one level up from the ios directory\nexport PROJECT_ROOT=\"$PROJECT_DIR\"/..\n\nif [[ \"$CONFIGURATION\" = *Debug* ]]; then\n export SKIP_BUNDLING=1\nfi\nif [[ -z \"$ENTRY_FILE\" ]]; then\n # Set the entry JS file using the bundler's entry resolution.\n export ENTRY_FILE=\"$(\"$NODE_BINARY\" -e \"require('expo/scripts/resolveAppEntry')\" \"$PROJECT_ROOT\" ios absolute | tail -n 1)\"\nfi\n\nif [[ -z \"$CLI_PATH\" ]]; then\n # Use Expo CLI\n export CLI_PATH=\"$(\"$NODE_BINARY\" --print \"require.resolve('@expo/cli', { paths: [require.resolve('expo/package.json')] })\")\"\nfi\nif [[ -z \"$BUNDLE_COMMAND\" ]]; then\n # Default Expo CLI command for bundling\n export BUNDLE_COMMAND=\"export:embed\"\nfi\n\n# Source .xcode.env.updates if it exists to allow\n# SKIP_BUNDLING to be unset if needed\nif [[ -f \"$PODS_ROOT/../.xcode.env.updates\" ]]; then\n source \"$PODS_ROOT/../.xcode.env.updates\"\nfi\n# Source local changes to allow overrides\n# if needed\nif [[ -f \"$PODS_ROOT/../.xcode.env.local\" ]]; then\n source \"$PODS_ROOT/../.xcode.env.local\"\nfi\n\n`\"$NODE_BINARY\" --print \"require('path').dirname(require.resolve('react-native/package.json')) + '/scripts/react-native-xcode.sh'\"`\n\n"; }; - 1C494C8D1B7ABCB54FF643A4 /* [Expo] Configure project */ = { + 08A4A3CD28434E44B6B9DE2E /* [CP] Check Pods Manifest.lock */ = { isa = PBXShellScriptBuildPhase; - alwaysOutOfDate = 1; buildActionMask = 2147483647; files = ( ); inputFileListPaths = ( ); inputPaths = ( + "${PODS_PODFILE_DIR_PATH}/Podfile.lock", + "${PODS_ROOT}/Manifest.lock", ); - name = "[Expo] Configure project"; + name = "[CP] Check Pods Manifest.lock"; outputFileListPaths = ( ); outputPaths = ( + "$(DERIVED_FILE_DIR)/Pods-llm-checkManifestLockResult.txt", + ); + runOnlyForDeploymentPostprocessing = 0; + shellPath = /bin/sh; + shellScript = "diff \"${PODS_PODFILE_DIR_PATH}/Podfile.lock\" \"${PODS_ROOT}/Manifest.lock\" > /dev/null\nif [ $? != 0 ] ; then\n # print error to STDERR\n echo \"error: The sandbox is not in sync with the Podfile.lock. Run 'pod install' or update your CocoaPods installation.\" >&2\n exit 1\nfi\n# This output is used by Xcode 'outputs' to avoid re-running this script phase.\necho \"SUCCESS\" > \"${SCRIPT_OUTPUT_FILE_0}\"\n"; + showEnvVarsInLog = 0; + }; + 3A3DED9DC58C5F1F2B44CE89 /* [CP] Embed Pods Frameworks */ = { + isa = PBXShellScriptBuildPhase; + buildActionMask = 2147483647; + files = ( + ); + inputPaths = ( + "${PODS_ROOT}/Target Support Files/Pods-llm/Pods-llm-frameworks.sh", + "${PODS_XCFRAMEWORKS_BUILD_DIR}/hermes-engine/Pre-built/hermes.framework/hermes", + "${PODS_XCFRAMEWORKS_BUILD_DIR}/react-native-executorch/ExecutorchLib.framework/ExecutorchLib", + ); + name = "[CP] Embed Pods Frameworks"; + outputPaths = ( + "${TARGET_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}/hermes.framework", + "${TARGET_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}/ExecutorchLib.framework", ); runOnlyForDeploymentPostprocessing = 0; shellPath = /bin/sh; - shellScript = "# This script configures Expo modules and generates the modules provider file.\nbash -l -c \"./Pods/Target\\ Support\\ Files/Pods-llama/expo-configure-project.sh\"\n"; + shellScript = "\"${PODS_ROOT}/Target Support Files/Pods-llm/Pods-llm-frameworks.sh\"\n"; + showEnvVarsInLog = 0; }; - 3D32E881F56B8F15C30BA168 /* [CP] Copy Pods Resources */ = { + 800E24972A6A228C8D4807E9 /* [CP] Copy Pods Resources */ = { isa = PBXShellScriptBuildPhase; buildActionMask = 2147483647; files = ( ); inputPaths = ( - "${PODS_ROOT}/Target Support Files/Pods-llama/Pods-llama-resources.sh", + "${PODS_ROOT}/Target Support Files/Pods-llm/Pods-llm-resources.sh", "${PODS_CONFIGURATION_BUILD_DIR}/EXConstants/EXConstants.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/EXConstants/ExpoConstants_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/ExpoFileSystem/ExpoFileSystem_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/RCT-Folly/RCT-Folly_privacy.bundle", - "${PODS_CONFIGURATION_BUILD_DIR}/RNSVG/RNSVGFilters.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/React-Core/React-Core_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/React-cxxreact/React-cxxreact_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/boost/boost_privacy.bundle", @@ -284,7 +306,6 @@ "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/ExpoConstants_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/ExpoFileSystem_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/RCT-Folly_privacy.bundle", - "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/RNSVGFilters.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/React-Core_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/React-cxxreact_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/boost_privacy.bundle", @@ -292,50 +313,27 @@ ); runOnlyForDeploymentPostprocessing = 0; shellPath = /bin/sh; - shellScript = "\"${PODS_ROOT}/Target Support Files/Pods-llama/Pods-llama-resources.sh\"\n"; + shellScript = "\"${PODS_ROOT}/Target Support Files/Pods-llm/Pods-llm-resources.sh\"\n"; showEnvVarsInLog = 0; }; - 4B47EAC8A63981EB4B85381A /* [CP] Check Pods Manifest.lock */ = { + 8978163B20A42F160D3EC296 /* [Expo] Configure project */ = { isa = PBXShellScriptBuildPhase; + alwaysOutOfDate = 1; buildActionMask = 2147483647; files = ( ); inputFileListPaths = ( ); inputPaths = ( - "${PODS_PODFILE_DIR_PATH}/Podfile.lock", - "${PODS_ROOT}/Manifest.lock", ); - name = "[CP] Check Pods Manifest.lock"; + name = "[Expo] Configure project"; outputFileListPaths = ( ); outputPaths = ( - "$(DERIVED_FILE_DIR)/Pods-llama-checkManifestLockResult.txt", - ); - runOnlyForDeploymentPostprocessing = 0; - shellPath = /bin/sh; - shellScript = "diff \"${PODS_PODFILE_DIR_PATH}/Podfile.lock\" \"${PODS_ROOT}/Manifest.lock\" > /dev/null\nif [ $? != 0 ] ; then\n # print error to STDERR\n echo \"error: The sandbox is not in sync with the Podfile.lock. Run 'pod install' or update your CocoaPods installation.\" >&2\n exit 1\nfi\n# This output is used by Xcode 'outputs' to avoid re-running this script phase.\necho \"SUCCESS\" > \"${SCRIPT_OUTPUT_FILE_0}\"\n"; - showEnvVarsInLog = 0; - }; - 71C7ADC7BAE3F282F4535DB5 /* [CP] Embed Pods Frameworks */ = { - isa = PBXShellScriptBuildPhase; - buildActionMask = 2147483647; - files = ( - ); - inputPaths = ( - "${PODS_ROOT}/Target Support Files/Pods-llama/Pods-llama-frameworks.sh", - "${PODS_XCFRAMEWORKS_BUILD_DIR}/hermes-engine/Pre-built/hermes.framework/hermes", - "${PODS_XCFRAMEWORKS_BUILD_DIR}/react-native-executorch/ExecutorchLib.framework/ExecutorchLib", - ); - name = "[CP] Embed Pods Frameworks"; - outputPaths = ( - "${TARGET_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}/hermes.framework", - "${TARGET_BUILD_DIR}/${FRAMEWORKS_FOLDER_PATH}/ExecutorchLib.framework", ); runOnlyForDeploymentPostprocessing = 0; shellPath = /bin/sh; - shellScript = "\"${PODS_ROOT}/Target Support Files/Pods-llama/Pods-llama-frameworks.sh\"\n"; - showEnvVarsInLog = 0; + shellScript = "# This script configures Expo modules and generates the modules provider file.\nbash -l -c \"./Pods/Target\\ Support\\ Files/Pods-llm/expo-configure-project.sh\"\n"; }; /* End PBXShellScriptBuildPhase section */ @@ -347,7 +345,7 @@ 13B07FBC1A68108700A75B9A /* AppDelegate.mm in Sources */, 13B07FC11A68108700A75B9A /* main.m in Sources */, B18059E884C0ABDD17F3DC3D /* ExpoModulesProvider.swift in Sources */, - 70893B189461457CB14F24D9 /* noop-file.swift in Sources */, + E7308D96AD6D4EA281A7B77C /* noop-file.swift in Sources */, ); runOnlyForDeploymentPostprocessing = 0; }; @@ -356,26 +354,20 @@ /* Begin XCBuildConfiguration section */ 13B07F941A680F5B00A75B9A /* Debug */ = { isa = XCBuildConfiguration; - baseConfigurationReference = 99EC53DEC145AFD1C234E344 /* Pods-llama.debug.xcconfig */; + baseConfigurationReference = 6C2E3173556A471DD304B334 /* Pods-llm.debug.xcconfig */; buildSettings = { ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon; CLANG_ENABLE_MODULES = YES; - CODE_SIGN_ENTITLEMENTS = llama/llama.entitlements; - CODE_SIGN_IDENTITY = "Apple Development"; - CODE_SIGN_STYLE = Automatic; + CODE_SIGN_ENTITLEMENTS = llm/llm.entitlements; CURRENT_PROJECT_VERSION = 1; - DEVELOPMENT_TEAM = B357MU264T; ENABLE_BITCODE = NO; GCC_PREPROCESSOR_DEFINITIONS = ( "$(inherited)", "FB_SONARKIT_ENABLED=1", ); - INFOPLIST_FILE = llama/Info.plist; + INFOPLIST_FILE = llm/Info.plist; IPHONEOS_DEPLOYMENT_TARGET = 15.1; - LD_RUNPATH_SEARCH_PATHS = ( - "$(inherited)", - "@executable_path/Frameworks", - ); + LD_RUNPATH_SEARCH_PATHS = "$(inherited) @executable_path/Frameworks"; MARKETING_VERSION = 1.0; OTHER_LDFLAGS = ( "$(inherited)", @@ -383,9 +375,9 @@ "-lc++", ); OTHER_SWIFT_FLAGS = "$(inherited) -D EXPO_CONFIGURATION_DEBUG"; - PRODUCT_BUNDLE_IDENTIFIER = com.anonymous.llama; - PRODUCT_NAME = llama; - SWIFT_OBJC_BRIDGING_HEADER = "llama/llama-Bridging-Header.h"; + PRODUCT_BUNDLE_IDENTIFIER = com.anonymous.llm; + PRODUCT_NAME = llm; + SWIFT_OBJC_BRIDGING_HEADER = "llm/llm-Bridging-Header.h"; SWIFT_OPTIMIZATION_LEVEL = "-Onone"; SWIFT_VERSION = 5.0; TARGETED_DEVICE_FAMILY = "1,2"; @@ -395,21 +387,15 @@ }; 13B07F951A680F5B00A75B9A /* Release */ = { isa = XCBuildConfiguration; - baseConfigurationReference = 2D0B1FD6AE589F99AE1898D7 /* Pods-llama.release.xcconfig */; + baseConfigurationReference = 7A4D352CD337FB3A3BF06240 /* Pods-llm.release.xcconfig */; buildSettings = { ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon; CLANG_ENABLE_MODULES = YES; - CODE_SIGN_ENTITLEMENTS = llama/llama.entitlements; - CODE_SIGN_IDENTITY = "Apple Development"; - CODE_SIGN_STYLE = Automatic; + CODE_SIGN_ENTITLEMENTS = llm/llm.entitlements; CURRENT_PROJECT_VERSION = 1; - DEVELOPMENT_TEAM = B357MU264T; - INFOPLIST_FILE = llama/Info.plist; + INFOPLIST_FILE = llm/Info.plist; IPHONEOS_DEPLOYMENT_TARGET = 15.1; - LD_RUNPATH_SEARCH_PATHS = ( - "$(inherited)", - "@executable_path/Frameworks", - ); + LD_RUNPATH_SEARCH_PATHS = "$(inherited) @executable_path/Frameworks"; MARKETING_VERSION = 1.0; OTHER_LDFLAGS = ( "$(inherited)", @@ -417,9 +403,9 @@ "-lc++", ); OTHER_SWIFT_FLAGS = "$(inherited) -D EXPO_CONFIGURATION_RELEASE"; - PRODUCT_BUNDLE_IDENTIFIER = com.anonymous.llama; - PRODUCT_NAME = llama; - SWIFT_OBJC_BRIDGING_HEADER = "llama/llama-Bridging-Header.h"; + PRODUCT_BUNDLE_IDENTIFIER = com.anonymous.llm; + PRODUCT_NAME = llm; + SWIFT_OBJC_BRIDGING_HEADER = "llm/llm-Bridging-Header.h"; SWIFT_VERSION = 5.0; TARGETED_DEVICE_FAMILY = "1,2"; VERSIONING_SYSTEM = "apple-generic"; @@ -474,10 +460,7 @@ GCC_WARN_UNUSED_FUNCTION = YES; GCC_WARN_UNUSED_VARIABLE = YES; IPHONEOS_DEPLOYMENT_TARGET = 15.1; - LD_RUNPATH_SEARCH_PATHS = ( - /usr/lib/swift, - "$(inherited)", - ); + LD_RUNPATH_SEARCH_PATHS = "/usr/lib/swift $(inherited)"; LIBRARY_SEARCH_PATHS = "$(SDKROOT)/usr/lib/swift\"$(inherited)\""; MTL_ENABLE_DEBUG_INFO = YES; ONLY_ACTIVE_ARCH = YES; @@ -533,10 +516,7 @@ GCC_WARN_UNUSED_FUNCTION = YES; GCC_WARN_UNUSED_VARIABLE = YES; IPHONEOS_DEPLOYMENT_TARGET = 15.1; - LD_RUNPATH_SEARCH_PATHS = ( - /usr/lib/swift, - "$(inherited)", - ); + LD_RUNPATH_SEARCH_PATHS = "/usr/lib/swift $(inherited)"; LIBRARY_SEARCH_PATHS = "$(SDKROOT)/usr/lib/swift\"$(inherited)\""; MTL_ENABLE_DEBUG_INFO = NO; OTHER_LDFLAGS = ( @@ -553,7 +533,7 @@ /* End XCBuildConfiguration section */ /* Begin XCConfigurationList section */ - 13B07F931A680F5B00A75B9A /* Build configuration list for PBXNativeTarget "llama" */ = { + 13B07F931A680F5B00A75B9A /* Build configuration list for PBXNativeTarget "llm" */ = { isa = XCConfigurationList; buildConfigurations = ( 13B07F941A680F5B00A75B9A /* Debug */, @@ -562,7 +542,7 @@ defaultConfigurationIsVisible = 0; defaultConfigurationName = Release; }; - 83CBB9FA1A601CBA00E9B192 /* Build configuration list for PBXProject "llama" */ = { + 83CBB9FA1A601CBA00E9B192 /* Build configuration list for PBXProject "llm" */ = { isa = XCConfigurationList; buildConfigurations = ( 83CBBA201A601CBA00E9B192 /* Debug */, diff --git a/examples/llama/ios/llama.xcodeproj/xcshareddata/xcschemes/llama.xcscheme b/examples/llm/ios/llm.xcodeproj/xcshareddata/xcschemes/llm.xcscheme similarity index 81% rename from examples/llama/ios/llama.xcodeproj/xcshareddata/xcschemes/llama.xcscheme rename to examples/llm/ios/llm.xcodeproj/xcshareddata/xcschemes/llm.xcscheme index f1012ddea..59013c3e3 100644 --- a/examples/llama/ios/llama.xcodeproj/xcshareddata/xcschemes/llama.xcscheme +++ b/examples/llm/ios/llm.xcodeproj/xcshareddata/xcschemes/llm.xcscheme @@ -15,9 +15,9 @@ + BuildableName = "llm.app" + BlueprintName = "llm" + ReferencedContainer = "container:llm.xcodeproj"> @@ -33,9 +33,9 @@ + BuildableName = "llmTests.xctest" + BlueprintName = "llmTests" + ReferencedContainer = "container:llm.xcodeproj"> @@ -55,9 +55,9 @@ + BuildableName = "llm.app" + BlueprintName = "llm" + ReferencedContainer = "container:llm.xcodeproj"> @@ -72,9 +72,9 @@ + BuildableName = "llm.app" + BlueprintName = "llm" + ReferencedContainer = "container:llm.xcodeproj"> diff --git a/examples/llama/ios/llama.xcworkspace/contents.xcworkspacedata b/examples/llm/ios/llm.xcworkspace/contents.xcworkspacedata similarity index 81% rename from examples/llama/ios/llama.xcworkspace/contents.xcworkspacedata rename to examples/llm/ios/llm.xcworkspace/contents.xcworkspacedata index ce428fb53..11d93aa22 100644 --- a/examples/llama/ios/llama.xcworkspace/contents.xcworkspacedata +++ b/examples/llm/ios/llm.xcworkspace/contents.xcworkspacedata @@ -2,7 +2,7 @@ + location = "group:llm.xcodeproj"> diff --git a/examples/llm/ios/llm/AppDelegate.h b/examples/llm/ios/llm/AppDelegate.h new file mode 100644 index 000000000..1f65766b9 --- /dev/null +++ b/examples/llm/ios/llm/AppDelegate.h @@ -0,0 +1,7 @@ +#import +#import +#import + +@interface AppDelegate : EXAppDelegateWrapper + +@end diff --git a/examples/llm/ios/llm/AppDelegate.mm b/examples/llm/ios/llm/AppDelegate.mm new file mode 100644 index 000000000..9be55c972 --- /dev/null +++ b/examples/llm/ios/llm/AppDelegate.mm @@ -0,0 +1,87 @@ +#import "AppDelegate.h" + +#import +#import + +@implementation AppDelegate + +- (BOOL)application:(UIApplication *)application + didFinishLaunchingWithOptions:(NSDictionary *)launchOptions { + self.moduleName = @"main"; + + // You can add your custom initial props in the dictionary below. + // They will be passed down to the ViewController used by React Native. + self.initialProps = @{}; + + return [super application:application + didFinishLaunchingWithOptions:launchOptions]; +} + +- (NSURL *)sourceURLForBridge:(RCTBridge *)bridge { + return [self bundleURL]; +} + +- (NSURL *)bundleURL { +#if DEBUG + return [[RCTBundleURLProvider sharedSettings] + jsBundleURLForBundleRoot:@".expo/.virtual-metro-entry"]; +#else + return [[NSBundle mainBundle] URLForResource:@"main" + withExtension:@"jsbundle"]; +#endif +} + +// Linking API +- (BOOL)application:(UIApplication *)application + openURL:(NSURL *)url + options: + (NSDictionary *)options { + return [super application:application openURL:url options:options] || + [RCTLinkingManager application:application + openURL:url + options:options]; +} + +// Universal Links +- (BOOL)application:(UIApplication *)application + continueUserActivity:(nonnull NSUserActivity *)userActivity + restorationHandler: + (nonnull void (^)(NSArray> *_Nullable)) + restorationHandler { + BOOL result = [RCTLinkingManager application:application + continueUserActivity:userActivity + restorationHandler:restorationHandler]; + return [super application:application + continueUserActivity:userActivity + restorationHandler:restorationHandler] || + result; +} + +// Explicitly define remote notification delegates to ensure compatibility with +// some third-party libraries +- (void)application:(UIApplication *)application + didRegisterForRemoteNotificationsWithDeviceToken:(NSData *)deviceToken { + return [super application:application + didRegisterForRemoteNotificationsWithDeviceToken:deviceToken]; +} + +// Explicitly define remote notification delegates to ensure compatibility with +// some third-party libraries +- (void)application:(UIApplication *)application + didFailToRegisterForRemoteNotificationsWithError:(NSError *)error { + return [super application:application + didFailToRegisterForRemoteNotificationsWithError:error]; +} + +// Explicitly define remote notification delegates to ensure compatibility with +// some third-party libraries +- (void)application:(UIApplication *)application + didReceiveRemoteNotification:(NSDictionary *)userInfo + fetchCompletionHandler: + (void (^)(UIBackgroundFetchResult))completionHandler { + return [super application:application + didReceiveRemoteNotification:userInfo + fetchCompletionHandler:completionHandler]; +} + +@end diff --git a/examples/llm/ios/llm/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png b/examples/llm/ios/llm/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png new file mode 100644 index 000000000..2732229fa Binary files /dev/null and b/examples/llm/ios/llm/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png differ diff --git a/examples/llm/ios/llm/Images.xcassets/AppIcon.appiconset/Contents.json b/examples/llm/ios/llm/Images.xcassets/AppIcon.appiconset/Contents.json new file mode 100644 index 000000000..5f6956c15 --- /dev/null +++ b/examples/llm/ios/llm/Images.xcassets/AppIcon.appiconset/Contents.json @@ -0,0 +1,14 @@ +{ + "images": [ + { + "filename": "App-Icon-1024x1024@1x.png", + "idiom": "universal", + "platform": "ios", + "size": "1024x1024" + } + ], + "info": { + "version": 1, + "author": "expo" + } +} diff --git a/examples/llm/ios/llm/Images.xcassets/Contents.json b/examples/llm/ios/llm/Images.xcassets/Contents.json new file mode 100644 index 000000000..b4ded435d --- /dev/null +++ b/examples/llm/ios/llm/Images.xcassets/Contents.json @@ -0,0 +1,6 @@ +{ + "info": { + "version": 1, + "author": "expo" + } +} diff --git a/examples/llm/ios/llm/Images.xcassets/SplashScreenBackground.colorset/Contents.json b/examples/llm/ios/llm/Images.xcassets/SplashScreenBackground.colorset/Contents.json new file mode 100644 index 000000000..3402288ad --- /dev/null +++ b/examples/llm/ios/llm/Images.xcassets/SplashScreenBackground.colorset/Contents.json @@ -0,0 +1,20 @@ +{ + "colors": [ + { + "color": { + "components": { + "alpha": "1.000", + "blue": "1.00000000000000", + "green": "1.00000000000000", + "red": "1.00000000000000" + }, + "color-space": "srgb" + }, + "idiom": "universal" + } + ], + "info": { + "version": 1, + "author": "expo" + } +} diff --git a/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/Contents.json b/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/Contents.json new file mode 100644 index 000000000..f615695d0 --- /dev/null +++ b/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/Contents.json @@ -0,0 +1,23 @@ +{ + "images": [ + { + "idiom": "universal", + "filename": "image.png", + "scale": "1x" + }, + { + "idiom": "universal", + "filename": "image@2x.png", + "scale": "2x" + }, + { + "idiom": "universal", + "filename": "image@3x.png", + "scale": "3x" + } + ], + "info": { + "version": 1, + "author": "expo" + } +} diff --git a/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/image.png b/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/image.png new file mode 100644 index 000000000..c52c2c680 Binary files /dev/null and b/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/image.png differ diff --git a/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/image@2x.png b/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/image@2x.png new file mode 100644 index 000000000..c52c2c680 Binary files /dev/null and b/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/image@2x.png differ diff --git a/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/image@3x.png b/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/image@3x.png new file mode 100644 index 000000000..c52c2c680 Binary files /dev/null and b/examples/llm/ios/llm/Images.xcassets/SplashScreenLogo.imageset/image@3x.png differ diff --git a/examples/llama/ios/llama/Info.plist b/examples/llm/ios/llm/Info.plist similarity index 97% rename from examples/llama/ios/llama/Info.plist rename to examples/llm/ios/llm/Info.plist index 259ef7295..94a87116a 100644 --- a/examples/llama/ios/llama/Info.plist +++ b/examples/llm/ios/llm/Info.plist @@ -7,7 +7,7 @@ CFBundleDevelopmentRegion $(DEVELOPMENT_LANGUAGE) CFBundleDisplayName - llama + llm CFBundleExecutable $(EXECUTABLE_NAME) CFBundleIdentifier @@ -27,7 +27,7 @@ CFBundleURLSchemes - com.anonymous.llama + com.anonymous.llm diff --git a/examples/llm/ios/llm/PrivacyInfo.xcprivacy b/examples/llm/ios/llm/PrivacyInfo.xcprivacy new file mode 100644 index 000000000..5bb83c5d4 --- /dev/null +++ b/examples/llm/ios/llm/PrivacyInfo.xcprivacy @@ -0,0 +1,48 @@ + + + + + NSPrivacyAccessedAPITypes + + + NSPrivacyAccessedAPIType + NSPrivacyAccessedAPICategoryUserDefaults + NSPrivacyAccessedAPITypeReasons + + CA92.1 + + + + NSPrivacyAccessedAPIType + NSPrivacyAccessedAPICategoryFileTimestamp + NSPrivacyAccessedAPITypeReasons + + 0A2A.1 + 3B52.1 + C617.1 + + + + NSPrivacyAccessedAPIType + NSPrivacyAccessedAPICategoryDiskSpace + NSPrivacyAccessedAPITypeReasons + + E174.1 + 85F4.1 + + + + NSPrivacyAccessedAPIType + NSPrivacyAccessedAPICategorySystemBootTime + NSPrivacyAccessedAPITypeReasons + + 35F9.1 + + + + NSPrivacyCollectedDataTypes + + NSPrivacyTracking + + + diff --git a/examples/llm/ios/llm/SplashScreen.storyboard b/examples/llm/ios/llm/SplashScreen.storyboard new file mode 100644 index 000000000..8a6fcd47b --- /dev/null +++ b/examples/llm/ios/llm/SplashScreen.storyboard @@ -0,0 +1,44 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/examples/llm/ios/llm/Supporting/Expo.plist b/examples/llm/ios/llm/Supporting/Expo.plist new file mode 100644 index 000000000..750be020c --- /dev/null +++ b/examples/llm/ios/llm/Supporting/Expo.plist @@ -0,0 +1,12 @@ + + + + + EXUpdatesCheckOnLaunch + ALWAYS + EXUpdatesEnabled + + EXUpdatesLaunchWaitMs + 0 + + \ No newline at end of file diff --git a/examples/llm/ios/llm/llm-Bridging-Header.h b/examples/llm/ios/llm/llm-Bridging-Header.h new file mode 100644 index 000000000..339994e93 --- /dev/null +++ b/examples/llm/ios/llm/llm-Bridging-Header.h @@ -0,0 +1,4 @@ +// +// Use this file to import your target's public headers that you would like to +// expose to Swift. +// diff --git a/examples/llm/ios/llm/llm.entitlements b/examples/llm/ios/llm/llm.entitlements new file mode 100644 index 000000000..f683276c5 --- /dev/null +++ b/examples/llm/ios/llm/llm.entitlements @@ -0,0 +1,5 @@ + + + + + \ No newline at end of file diff --git a/examples/llm/ios/llm/main.m b/examples/llm/ios/llm/main.m new file mode 100644 index 000000000..6b3a51acc --- /dev/null +++ b/examples/llm/ios/llm/main.m @@ -0,0 +1,10 @@ +#import + +#import "AppDelegate.h" + +int main(int argc, char *argv[]) { + @autoreleasepool { + return UIApplicationMain(argc, argv, nil, + NSStringFromClass([AppDelegate class])); + } +} diff --git a/examples/llm/ios/llm/noop-file.swift b/examples/llm/ios/llm/noop-file.swift new file mode 100644 index 000000000..b2ffafbfc --- /dev/null +++ b/examples/llm/ios/llm/noop-file.swift @@ -0,0 +1,4 @@ +// +// @generated +// A blank Swift file must be created for native modules with Swift files to work correctly. +// diff --git a/examples/llm/metro.config.js b/examples/llm/metro.config.js new file mode 100644 index 000000000..1ce72df78 --- /dev/null +++ b/examples/llm/metro.config.js @@ -0,0 +1,21 @@ +const { getDefaultConfig } = require('expo/metro-config'); + +module.exports = (() => { + const config = getDefaultConfig(__dirname); + + const { transformer, resolver } = config; + + config.transformer = { + ...transformer, + babelTransformerPath: require.resolve('react-native-svg-transformer/expo'), + }; + config.resolver = { + ...resolver, + assetExts: resolver.assetExts.filter((ext) => ext !== 'svg'), + sourceExts: [...resolver.sourceExts, 'svg'], + }; + + config.resolver.assetExts.push('pte'); + + return config; +})(); diff --git a/examples/llama/package.json b/examples/llm/package.json similarity index 62% rename from examples/llama/package.json rename to examples/llm/package.json index 6abbb086d..41948669e 100644 --- a/examples/llama/package.json +++ b/examples/llm/package.json @@ -1,5 +1,5 @@ { - "name": "llama", + "name": "llm", "version": "1.0.0", "main": "index.ts", "scripts": { @@ -10,19 +10,20 @@ }, "dependencies": { "@react-native/metro-config": "^0.76.3", - "expo": "~52.0.11", - "expo-font": "^13.0.1", - "expo-status-bar": "~2.0.0", + "expo": "~52.0.46", + "expo-font": "~13.0.4", + "expo-status-bar": "~2.0.1", "metro-config": "^0.81.0", "react": "18.3.1", - "react-native": "0.76.3", - "react-native-executorch": "^0.3.0", + "react-native": "0.76.9", + "react-native-executorch": "0.3.2", "react-native-loading-spinner-overlay": "^3.0.1", "react-native-markdown-display": "^7.0.2", "react-native-reanimated": "^3.16.3", - "react-native-safe-area-context": "^4.14.0", - "react-native-svg": "^15.9.0", - "react-native-svg-transformer": "^1.5.0" + "react-native-safe-area-context": "4.12.0", + "react-native-svg": "15.8.0", + "react-native-svg-transformer": "^1.5.0", + "react-native-wheel-scrollview-picker": "^2.0.6" }, "devDependencies": { "@babel/core": "^7.25.2", diff --git a/examples/llm/screens/ChatScreen.tsx b/examples/llm/screens/ChatScreen.tsx new file mode 100644 index 000000000..6f1cf62e5 --- /dev/null +++ b/examples/llm/screens/ChatScreen.tsx @@ -0,0 +1,291 @@ +import { useEffect, useRef, useState } from 'react'; +import { + Keyboard, + KeyboardAvoidingView, + Platform, + StyleSheet, + Text, + TextInput, + TouchableOpacity, + TouchableWithoutFeedback, + View, +} from 'react-native'; +import { SafeAreaView } from 'react-native-safe-area-context'; +import SendIcon from '../assets/icons/send_icon.svg'; +import Spinner from 'react-native-loading-spinner-overlay'; +import { + HAMMER2_1_1_5B, + HAMMER2_1_1_5B_TOKENIZER, + HAMMER2_1_1_5B_TOKENIZER_CONFIG, + LLAMA3_2_1B_QLORA, + LLAMA3_2_TOKENIZER, + LLAMA3_2_TOKENIZER_CONFIG, + LLMType, + LLMTool, + useLLM, +} from 'react-native-executorch'; +import PauseIcon from '../assets/icons/pause_icon.svg'; +import ColorPalette from '../colors'; +import Messages from '../components/Messages'; + +export const ChatScreenLLM = () => { + const llm = useLLM({ + modelSource: LLAMA3_2_1B_QLORA, + tokenizerSource: LLAMA3_2_TOKENIZER, + tokenizerConfigSource: LLAMA3_2_TOKENIZER_CONFIG, + }); + + return ; +}; + +export const ChatScreenLLMToolCalling = () => { + const llm = useLLM({ + modelSource: HAMMER2_1_1_5B, + tokenizerSource: HAMMER2_1_1_5B_TOKENIZER, + tokenizerConfigSource: HAMMER2_1_1_5B_TOKENIZER_CONFIG, + toolsConfig: { + tools: TOOL_DEFINITIONS_PHONE, + // we don't implement any tool execution here + // we just want to showcase model's ability + executeToolCallback: async () => { + return null; + }, + // just for demo purpose + displayToolCalls: true, + }, + }); + + return ; +}; + +export default function ChatScreen({ llm }: { llm: LLMType }) { + const [isTextInputFocused, setIsTextInputFocused] = useState(false); + const [userInput, setUserInput] = useState(''); + + useEffect(() => { + if (llm.error) { + console.log('LLM error:', llm.error); + } + }, [llm.error]); + + const textInputRef = useRef(null); + + const sendMessage = async () => { + setUserInput(''); + textInputRef.current?.clear(); + try { + await llm.sendMessage(userInput); + } catch (e) { + console.error(e); + } + }; + + return !llm.isReady ? ( + + ) : ( + + + + {llm.messageHistory.length ? ( + + + + ) : ( + + Hello! 👋 + + What can I help you with? + + + )} + + + setIsTextInputFocused(true)} + onBlur={() => setIsTextInputFocused(false)} + style={{ + ...styles.textInput, + borderColor: isTextInputFocused + ? ColorPalette.blueDark + : ColorPalette.blueLight, + }} + placeholder="Your message" + placeholderTextColor={'#C1C6E5'} + multiline={true} + ref={textInputRef} + onChangeText={(text: string) => setUserInput(text)} + /> + {userInput && ( + !llm.isGenerating && (await sendMessage())} + > + + + )} + {llm.isGenerating && ( + + + + )} + + + + + ); +} + +const TOOL_DEFINITIONS_PHONE: LLMTool[] = [ + { + name: 'brightness', + description: + 'Change screen brightness. Change can be relative (higher/lower) or set to minimal or maximal.', + parameters: { + type: 'dict', + properties: { + relativeChange: { + type: 'number', + description: + 'Relative change of brightness (from 0 to 100). Change should be negative if user asks for less bright screen.', + }, + targetBrightness: { + type: 'number', + description: 'Relative change of brightness (from 0 to 100).', + }, + }, + }, + }, + { + name: 'get_contacts', + description: + 'Gets user phone contacts. Returns both name and phone number.', + parameters: { + type: 'dict', + properties: { + name: { + type: 'string', + description: + 'Full or partial name of person to retrieve. Those will be some part of names or letters, not numbers.', + }, + phoneNumberPrefix: { + type: 'string', + description: + 'Prefix or part of phone number of contact to retrieve. Those will be numbers.', + }, + }, + }, + }, + { + name: 'send_sms', + description: 'Sends SMS/text message to specified user.', + parameters: { + type: 'dict', + properties: { + to: { type: 'string', description: 'The recipient phone number.' }, + body: { type: 'string', description: 'Body of the text message.' }, + }, + required: ['to', 'body'], + }, + }, + { + name: 'read_calendar', + description: 'Read calendar events from now up to given point in time', + parameters: { + type: 'dict', + properties: { + time: { + type: 'string', + description: 'Date and time to which we want to read calendar', + }, + }, + required: ['time'], + }, + }, + { + name: 'add_event_to_calendar', + description: 'Schedules event in your calendar at given time.', + parameters: { + type: 'dict', + properties: { + time: { type: 'string', description: 'Date and time of an event.' }, + title: { type: 'string', description: 'Title of an event' }, + description: { type: 'string', description: 'Description of an event' }, + }, + required: ['time', 'title'], + }, + }, + { + name: 'flashlight', + description: 'Turns the flashlight on/off', + parameters: { + type: 'dict', + properties: { + turn_on: { type: 'boolean', description: 'Turns the flashlight on.' }, + turn_off: { type: 'boolean', description: 'Turns the flashlight off.' }, + }, + required: ['turn_on', 'turn_off'], + }, + }, +]; + +const styles = StyleSheet.create({ + container: { flex: 1 }, + keyboardAvoidingView: { flex: 1 }, + chatContainer: { flex: 10, width: '100%' }, + helloMessageContainer: { + flex: 10, + width: '100%', + alignItems: 'center', + justifyContent: 'center', + }, + helloText: { + fontFamily: 'medium', + fontSize: 30, + color: ColorPalette.primary, + }, + bottomHelloText: { + fontFamily: 'regular', + fontSize: 20, + lineHeight: 28, + color: ColorPalette.primary, + }, + bottomContainer: { + height: 100, + width: '100%', + flexDirection: 'row', + justifyContent: 'space-between', + alignItems: 'center', + 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RCT-Folly/Default (= 2024.10.14.00) + - RCT-Folly/Default (2024.10.14.00): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - - RCT-Folly/Fabric (2024.01.01.00): + - RCT-Folly/Fabric (2024.10.14.00): - boost - DoubleConversion - - fmt (= 9.1.0) - - glog - - RCTDeprecation (0.76.3) - - RCTRequired (0.76.3) - - RCTTypeSafety (0.76.3): - - FBLazyVector (= 0.76.3) - - RCTRequired (= 0.76.3) - - React-Core (= 0.76.3) - - React (0.76.3): - - React-Core (= 0.76.3) - - React-Core/DevSupport (= 0.76.3) - - React-Core/RCTWebSocket (= 0.76.3) - - React-RCTActionSheet (= 0.76.3) - - React-RCTAnimation (= 0.76.3) - - React-RCTBlob (= 0.76.3) - - React-RCTImage (= 0.76.3) - - React-RCTLinking (= 0.76.3) - - React-RCTNetwork (= 0.76.3) - - React-RCTSettings (= 0.76.3) - - React-RCTText (= 0.76.3) - - React-RCTVibration (= 0.76.3) - - React-callinvoker (0.76.3) - - React-Core (0.76.3): - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - fast_float + - fmt + - glog + - RCTDeprecation (0.76.9) + - RCTRequired (0.76.9) + - RCTTypeSafety (0.76.9): + - FBLazyVector (= 0.76.9) + - RCTRequired (= 0.76.9) + - React-Core (= 0.76.9) + - React (0.76.9): + - React-Core (= 0.76.9) + - React-Core/DevSupport (= 0.76.9) + - React-Core/RCTWebSocket (= 0.76.9) + - React-RCTActionSheet (= 0.76.9) + - React-RCTAnimation (= 0.76.9) + - React-RCTBlob (= 0.76.9) + - React-RCTImage (= 0.76.9) + - React-RCTLinking (= 0.76.9) + - React-RCTNetwork (= 0.76.9) + - React-RCTSettings (= 0.76.9) + - React-RCTText (= 0.76.9) + - React-RCTVibration (= 0.76.9) + - React-callinvoker (0.76.9) + - React-Core (0.76.9): + - glog + - hermes-engine + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - - React-Core/Default (= 0.76.3) + - React-Core/Default (= 0.76.9) - React-cxxreact - React-featureflags - React-hermes @@ -96,10 +100,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/CoreModulesHeaders (0.76.3): + - React-Core/CoreModulesHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -113,10 +117,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/Default (0.76.3): + - React-Core/Default (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-cxxreact - React-featureflags @@ -129,13 +133,13 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/DevSupport (0.76.3): + - React-Core/DevSupport (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - - React-Core/Default (= 0.76.3) - - React-Core/RCTWebSocket (= 0.76.3) + - React-Core/Default (= 0.76.9) + - React-Core/RCTWebSocket (= 0.76.9) - React-cxxreact - React-featureflags - React-hermes @@ -147,10 +151,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTActionSheetHeaders (0.76.3): + - React-Core/RCTActionSheetHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -164,10 +168,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTAnimationHeaders (0.76.3): + - React-Core/RCTAnimationHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -181,10 +185,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTBlobHeaders (0.76.3): + - React-Core/RCTBlobHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -198,10 +202,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTImageHeaders (0.76.3): + - React-Core/RCTImageHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -215,10 +219,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTLinkingHeaders (0.76.3): + - React-Core/RCTLinkingHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -232,10 +236,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTNetworkHeaders (0.76.3): + - React-Core/RCTNetworkHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -249,10 +253,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTSettingsHeaders (0.76.3): + - React-Core/RCTSettingsHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -266,10 +270,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTTextHeaders (0.76.3): + - React-Core/RCTTextHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -283,10 +287,10 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTVibrationHeaders (0.76.3): + - React-Core/RCTVibrationHeaders (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - React-Core/Default - React-cxxreact @@ -300,12 +304,12 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-Core/RCTWebSocket (0.76.3): + - React-Core/RCTWebSocket (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTDeprecation - - React-Core/Default (= 0.76.3) + - React-Core/Default (= 0.76.9) - React-cxxreact - React-featureflags - React-hermes @@ -317,41 +321,43 @@ PODS: - React-utils - SocketRocket (= 0.7.1) - Yoga - - React-CoreModules (0.76.3): + - React-CoreModules (0.76.9): - DoubleConversion - - fmt (= 9.1.0) - - RCT-Folly (= 2024.01.01.00) - - RCTTypeSafety (= 0.76.3) - - React-Core/CoreModulesHeaders (= 0.76.3) - - React-jsi (= 0.76.3) + - fast_float + - fmt + - RCT-Folly + - RCTTypeSafety + - React-Core/CoreModulesHeaders + - React-jsi - React-jsinspector - React-NativeModulesApple - React-RCTBlob - - React-RCTImage (= 0.76.3) + - React-RCTImage - ReactCodegen - ReactCommon - - SocketRocket (= 0.7.1) - - React-cxxreact (0.76.3): + - SocketRocket + - React-cxxreact (0.76.9): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-debug (= 0.76.3) - - React-jsi (= 0.76.3) + - RCT-Folly + - React-callinvoker + - React-debug + - React-jsi - React-jsinspector - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - React-runtimeexecutor (= 0.76.3) - - React-timing (= 0.76.3) - - React-debug (0.76.3) - - React-defaultsnativemodule (0.76.3): + - React-logger + - React-perflogger + - React-runtimeexecutor + - React-timing + - React-debug (0.76.9) + - React-defaultsnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -372,11 +378,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-domnativemodule (0.76.3): + - React-domnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -394,32 +400,33 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-Fabric (0.76.3): + - React-Fabric (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/animations (= 0.76.3) - - React-Fabric/attributedstring (= 0.76.3) - - React-Fabric/componentregistry (= 0.76.3) - - React-Fabric/componentregistrynative (= 0.76.3) - - React-Fabric/components (= 0.76.3) - - React-Fabric/core (= 0.76.3) - - React-Fabric/dom (= 0.76.3) - - React-Fabric/imagemanager (= 0.76.3) - - React-Fabric/leakchecker (= 0.76.3) - - React-Fabric/mounting (= 0.76.3) - - React-Fabric/observers (= 0.76.3) - - React-Fabric/scheduler (= 0.76.3) - - React-Fabric/telemetry (= 0.76.3) - - React-Fabric/templateprocessor (= 0.76.3) - - React-Fabric/uimanager (= 0.76.3) + - React-Fabric/animations (= 0.76.9) + - React-Fabric/attributedstring (= 0.76.9) + - React-Fabric/componentregistry (= 0.76.9) + - React-Fabric/componentregistrynative (= 0.76.9) + - React-Fabric/components (= 0.76.9) + - React-Fabric/core (= 0.76.9) + - React-Fabric/dom (= 0.76.9) + - React-Fabric/imagemanager (= 0.76.9) + - React-Fabric/leakchecker (= 0.76.9) + - React-Fabric/mounting (= 0.76.9) + - React-Fabric/observers (= 0.76.9) + - React-Fabric/scheduler (= 0.76.9) + - React-Fabric/telemetry (= 0.76.9) + - React-Fabric/templateprocessor (= 0.76.9) + - React-Fabric/uimanager (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -429,12 +436,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/animations (0.76.3): + - React-Fabric/animations (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -449,12 +457,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/attributedstring (0.76.3): + - React-Fabric/attributedstring (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -469,12 +478,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/componentregistry (0.76.3): + - React-Fabric/componentregistry (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -489,12 +499,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/componentregistrynative (0.76.3): + - React-Fabric/componentregistrynative (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -509,20 +520,21 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components (0.76.3): + - React-Fabric/components (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/components/legacyviewmanagerinterop (= 0.76.3) - - React-Fabric/components/root (= 0.76.3) - - React-Fabric/components/view (= 0.76.3) + - React-Fabric/components/legacyviewmanagerinterop (= 0.76.9) + - React-Fabric/components/root (= 0.76.9) + - React-Fabric/components/view (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -532,12 +544,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components/legacyviewmanagerinterop (0.76.3): + - React-Fabric/components/legacyviewmanagerinterop (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -552,12 +565,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components/root (0.76.3): + - React-Fabric/components/root (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -572,12 +586,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/components/view (0.76.3): + - React-Fabric/components/view (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -593,12 +608,13 @@ PODS: - React-utils - ReactCommon/turbomodule/core - Yoga - - React-Fabric/core (0.76.3): + - React-Fabric/core (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -613,12 +629,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/dom (0.76.3): + - React-Fabric/dom (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -633,12 +650,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/imagemanager (0.76.3): + - React-Fabric/imagemanager (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -653,12 +671,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/leakchecker (0.76.3): + - React-Fabric/leakchecker (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -673,12 +692,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/mounting (0.76.3): + - React-Fabric/mounting (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -693,18 +713,19 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/observers (0.76.3): + - React-Fabric/observers (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/observers/events (= 0.76.3) + - React-Fabric/observers/events (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -714,12 +735,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/observers/events (0.76.3): + - React-Fabric/observers/events (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -734,12 +756,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/scheduler (0.76.3): + - React-Fabric/scheduler (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -756,12 +779,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/telemetry (0.76.3): + - React-Fabric/telemetry (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -776,12 +800,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/templateprocessor (0.76.3): + - React-Fabric/templateprocessor (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -796,18 +821,19 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/uimanager (0.76.3): + - React-Fabric/uimanager (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - - React-Fabric/uimanager/consistency (= 0.76.3) + - React-Fabric/uimanager/consistency (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -818,12 +844,13 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-Fabric/uimanager/consistency (0.76.3): + - React-Fabric/uimanager/consistency (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -839,20 +866,21 @@ PODS: - React-runtimescheduler - React-utils - ReactCommon/turbomodule/core - - React-FabricComponents (0.76.3): + - React-FabricComponents (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - React-Fabric - - React-FabricComponents/components (= 0.76.3) - - React-FabricComponents/textlayoutmanager (= 0.76.3) + - React-FabricComponents/components (= 0.76.9) + - React-FabricComponents/textlayoutmanager (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -864,27 +892,28 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components (0.76.3): + - React-FabricComponents/components (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core - React-cxxreact - React-debug - React-Fabric - - React-FabricComponents/components/inputaccessory (= 0.76.3) - - React-FabricComponents/components/iostextinput (= 0.76.3) - - React-FabricComponents/components/modal (= 0.76.3) - - React-FabricComponents/components/rncore (= 0.76.3) - - React-FabricComponents/components/safeareaview (= 0.76.3) - - React-FabricComponents/components/scrollview (= 0.76.3) - - React-FabricComponents/components/text (= 0.76.3) - - React-FabricComponents/components/textinput (= 0.76.3) - - React-FabricComponents/components/unimplementedview (= 0.76.3) + - React-FabricComponents/components/inputaccessory (= 0.76.9) + - React-FabricComponents/components/iostextinput (= 0.76.9) + - React-FabricComponents/components/modal (= 0.76.9) + - React-FabricComponents/components/rncore (= 0.76.9) + - React-FabricComponents/components/safeareaview (= 0.76.9) + - React-FabricComponents/components/scrollview (= 0.76.9) + - React-FabricComponents/components/text (= 0.76.9) + - React-FabricComponents/components/textinput (= 0.76.9) + - React-FabricComponents/components/unimplementedview (= 0.76.9) - React-featureflags - React-graphics - React-jsi @@ -896,12 +925,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/inputaccessory (0.76.3): + - React-FabricComponents/components/inputaccessory (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -919,12 +949,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/iostextinput (0.76.3): + - React-FabricComponents/components/iostextinput (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -942,12 +973,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/modal (0.76.3): + - React-FabricComponents/components/modal (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -965,12 +997,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/rncore (0.76.3): + - React-FabricComponents/components/rncore (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -988,12 +1021,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/safeareaview (0.76.3): + - React-FabricComponents/components/safeareaview (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1011,12 +1045,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/scrollview (0.76.3): + - React-FabricComponents/components/scrollview (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1034,12 +1069,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/text (0.76.3): + - React-FabricComponents/components/text (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1057,12 +1093,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/textinput (0.76.3): + - React-FabricComponents/components/textinput (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1080,12 +1117,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/components/unimplementedview (0.76.3): + - React-FabricComponents/components/unimplementedview (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1103,12 +1141,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricComponents/textlayoutmanager (0.76.3): + - React-FabricComponents/textlayoutmanager (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1126,30 +1165,31 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/core - Yoga - - React-FabricImage (0.76.3): + - React-FabricImage (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) - - RCTRequired (= 0.76.3) - - RCTTypeSafety (= 0.76.3) + - RCT-Folly/Fabric + - RCTRequired + - RCTTypeSafety - React-Fabric - React-graphics - React-ImageManager - React-jsi - - React-jsiexecutor (= 0.76.3) + - React-jsiexecutor - React-logger - React-rendererdebug - React-utils - ReactCommon - Yoga - - React-featureflags (0.76.3) - - React-featureflagsnativemodule (0.76.3): + - React-featureflags (0.76.9) + - React-featureflagsnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1166,31 +1206,33 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-graphics (0.76.3): + - React-graphics (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric - React-jsi - React-jsiexecutor - React-utils - - React-hermes (0.76.3): + - React-hermes (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-cxxreact (= 0.76.3) + - RCT-Folly + - React-cxxreact - React-jsi - - React-jsiexecutor (= 0.76.3) + - React-jsiexecutor - React-jsinspector - - React-perflogger (= 0.76.3) + - React-perflogger - React-runtimeexecutor - - React-idlecallbacksnativemodule (0.76.3): + - React-idlecallbacksnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1208,7 +1250,7 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-ImageManager (0.76.3): + - React-ImageManager (0.76.9): - glog - RCT-Folly/Fabric - React-Core/Default @@ -1217,51 +1259,53 @@ PODS: - React-graphics - React-rendererdebug - React-utils - - React-jserrorhandler (0.76.3): + - React-jserrorhandler (0.76.9): - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-cxxreact - React-debug - React-jsi - - React-jsi (0.76.3): + - React-jsi (0.76.9): - boost - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-jsiexecutor (0.76.3): + - RCT-Folly + - React-jsiexecutor (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-cxxreact (= 0.76.3) - - React-jsi (= 0.76.3) + - RCT-Folly + - React-cxxreact + - React-jsi - React-jsinspector - - React-perflogger (= 0.76.3) - - React-jsinspector (0.76.3): + - React-perflogger + - React-jsinspector (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly - React-featureflags - React-jsi - - React-perflogger (= 0.76.3) - - React-runtimeexecutor (= 0.76.3) - - React-jsitracing (0.76.3): + - React-perflogger + - React-runtimeexecutor + - React-jsitracing (0.76.9): - React-jsi - - React-logger (0.76.3): + - React-logger (0.76.9): - glog - - React-Mapbuffer (0.76.3): + - React-Mapbuffer (0.76.9): - glog - React-debug - - React-microtasksnativemodule (0.76.3): + - React-microtasksnativemodule (0.76.9): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1278,12 +1322,12 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-executorch (0.3.1): + - react-native-executorch (0.3.2): - DoubleConversion - glog - hermes-engine - - opencv-rne (~> 0.1.0) - - RCT-Folly (= 2024.01.01.00) + - opencv-rne (~> 4.11.0) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1299,12 +1343,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core + - sqlite3 - Yoga - react-native-image-picker (7.2.3): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1321,11 +1366,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-safe-area-context (5.3.0): + - react-native-safe-area-context (4.12.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1334,8 +1379,8 @@ PODS: - React-featureflags - React-graphics - React-ImageManager - - react-native-safe-area-context/common (= 5.3.0) - - react-native-safe-area-context/fabric (= 5.3.0) + - react-native-safe-area-context/common (= 4.12.0) + - react-native-safe-area-context/fabric (= 4.12.0) - React-NativeModulesApple - React-RCTFabric - React-rendererdebug @@ -1344,11 +1389,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-safe-area-context/common (5.3.0): + - react-native-safe-area-context/common (4.12.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1365,11 +1410,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - react-native-safe-area-context/fabric (5.3.0): + - react-native-safe-area-context/fabric (4.12.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1387,8 +1432,8 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - React-nativeconfig (0.76.3) - - React-NativeModulesApple (0.76.3): + - React-nativeconfig (0.76.9) + - React-NativeModulesApple (0.76.9): - glog - hermes-engine - React-callinvoker @@ -1399,25 +1444,25 @@ PODS: - React-runtimeexecutor - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - React-perflogger (0.76.3): + - React-perflogger (0.76.9): - DoubleConversion - - RCT-Folly (= 2024.01.01.00) - - React-performancetimeline (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) + - React-performancetimeline (0.76.9): + - RCT-Folly (= 2024.10.14.00) - React-cxxreact - React-timing - - React-RCTActionSheet (0.76.3): - - React-Core/RCTActionSheetHeaders (= 0.76.3) - - React-RCTAnimation (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTActionSheet (0.76.9): + - React-Core/RCTActionSheetHeaders (= 0.76.9) + - React-RCTAnimation (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTAnimationHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-RCTAppDelegate (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTAppDelegate (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1441,11 +1486,12 @@ PODS: - React-utils - ReactCodegen - ReactCommon - - React-RCTBlob (0.76.3): + - React-RCTBlob (0.76.9): - DoubleConversion - - fmt (= 9.1.0) + - fast_float + - fmt - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - React-Core/RCTBlobHeaders - React-Core/RCTWebSocket - React-jsi @@ -1454,10 +1500,10 @@ PODS: - React-RCTNetwork - ReactCodegen - ReactCommon - - React-RCTFabric (0.76.3): + - React-RCTFabric (0.76.9): - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-Core - React-debug - React-Fabric @@ -1477,8 +1523,8 @@ PODS: - React-runtimescheduler - React-utils - Yoga - - React-RCTImage (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTImage (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTImageHeaders - React-jsi @@ -1486,49 +1532,50 @@ PODS: - React-RCTNetwork - ReactCodegen - ReactCommon - - React-RCTLinking (0.76.3): - - React-Core/RCTLinkingHeaders (= 0.76.3) - - React-jsi (= 0.76.3) + - React-RCTLinking (0.76.9): + - React-Core/RCTLinkingHeaders (= 0.76.9) + - React-jsi (= 0.76.9) - React-NativeModulesApple - ReactCodegen - ReactCommon - - ReactCommon/turbomodule/core (= 0.76.3) - - React-RCTNetwork (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - ReactCommon/turbomodule/core (= 0.76.9) + - React-RCTNetwork (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTNetworkHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-RCTSettings (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTSettings (0.76.9): + - RCT-Folly (= 2024.10.14.00) - RCTTypeSafety - React-Core/RCTSettingsHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-RCTText (0.76.3): - - React-Core/RCTTextHeaders (= 0.76.3) + - React-RCTText (0.76.9): + - React-Core/RCTTextHeaders (= 0.76.9) - Yoga - - React-RCTVibration (0.76.3): - - RCT-Folly (= 2024.01.01.00) + - React-RCTVibration (0.76.9): + - RCT-Folly (= 2024.10.14.00) - React-Core/RCTVibrationHeaders - React-jsi - React-NativeModulesApple - ReactCodegen - ReactCommon - - React-rendererconsistency (0.76.3) - - React-rendererdebug (0.76.3): + - React-rendererconsistency (0.76.9) + - React-rendererdebug (0.76.9): - DoubleConversion - - fmt (= 9.1.0) - - RCT-Folly (= 2024.01.01.00) + - fast_float + - fmt + - RCT-Folly - React-debug - - React-rncore (0.76.3) - - React-RuntimeApple (0.76.3): + - React-rncore (0.76.9) + - React-RuntimeApple (0.76.9): - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-callinvoker - React-Core/Default - React-CoreModules @@ -1545,10 +1592,10 @@ PODS: - React-RuntimeHermes - React-runtimescheduler - React-utils - - React-RuntimeCore (0.76.3): + - React-RuntimeCore (0.76.9): - glog - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-cxxreact - React-featureflags - React-jserrorhandler @@ -1559,11 +1606,11 @@ PODS: - React-runtimeexecutor - React-runtimescheduler - React-utils - - React-runtimeexecutor (0.76.3): - - React-jsi (= 0.76.3) - - React-RuntimeHermes (0.76.3): + - React-runtimeexecutor (0.76.9): + - React-jsi (= 0.76.9) + - React-RuntimeHermes (0.76.9): - hermes-engine - - RCT-Folly/Fabric (= 2024.01.01.00) + - RCT-Folly/Fabric (= 2024.10.14.00) - React-featureflags - React-hermes - React-jsi @@ -1572,10 +1619,10 @@ PODS: - React-nativeconfig - React-RuntimeCore - React-utils - - React-runtimescheduler (0.76.3): + - React-runtimescheduler (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - React-callinvoker - React-cxxreact - React-debug @@ -1587,14 +1634,14 @@ PODS: - React-runtimeexecutor - React-timing - React-utils - - React-timing (0.76.3) - - React-utils (0.76.3): + - React-timing (0.76.9) + - React-utils (0.76.9): - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - React-debug - - React-jsi (= 0.76.3) - - ReactCodegen (0.76.3): + - React-jsi (= 0.76.9) + - ReactCodegen (0.76.9): - DoubleConversion - glog - hermes-engine @@ -1614,51 +1661,54 @@ PODS: - React-utils - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - ReactCommon (0.76.3): - - ReactCommon/turbomodule (= 0.76.3) - - ReactCommon/turbomodule (0.76.3): - - DoubleConversion - - fmt (= 9.1.0) - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-cxxreact (= 0.76.3) - - React-jsi (= 0.76.3) - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - ReactCommon/turbomodule/bridging (= 0.76.3) - - ReactCommon/turbomodule/core (= 0.76.3) - - ReactCommon/turbomodule/bridging (0.76.3): - - DoubleConversion - - fmt (= 9.1.0) - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-cxxreact (= 0.76.3) - - React-jsi (= 0.76.3) - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - ReactCommon/turbomodule/core (0.76.3): - - DoubleConversion - - fmt (= 9.1.0) - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - React-callinvoker (= 0.76.3) - - React-cxxreact (= 0.76.3) - - React-debug (= 0.76.3) - - React-featureflags (= 0.76.3) - - React-jsi (= 0.76.3) - - React-logger (= 0.76.3) - - React-perflogger (= 0.76.3) - - React-utils (= 0.76.3) + - ReactCommon (0.76.9): + - ReactCommon/turbomodule (= 0.76.9) + - ReactCommon/turbomodule (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-jsi + - React-logger + - React-perflogger + - ReactCommon/turbomodule/bridging (= 0.76.9) + - ReactCommon/turbomodule/core (= 0.76.9) + - ReactCommon/turbomodule/bridging (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-jsi (= 0.76.9) + - React-logger + - React-perflogger + - ReactCommon/turbomodule/core (0.76.9): + - DoubleConversion + - fast_float + - fmt + - glog + - hermes-engine + - RCT-Folly + - React-callinvoker + - React-cxxreact + - React-debug (= 0.76.9) + - React-featureflags (= 0.76.9) + - React-jsi + - React-logger + - React-perflogger + - React-utils (= 0.76.9) - RNAudioAPI (0.4.11): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1679,11 +1729,11 @@ PODS: - React-Core - RNLiveAudioStream (1.1.1): - React - - RNReanimated (3.17.1): + - RNReanimated (3.16.7): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1691,9 +1741,7 @@ PODS: - React-Fabric - React-featureflags - React-graphics - - React-hermes - React-ImageManager - - React-jsi - React-NativeModulesApple - React-RCTFabric - React-rendererdebug @@ -1701,14 +1749,14 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - RNReanimated/reanimated (= 3.17.1) - - RNReanimated/worklets (= 3.17.1) + - RNReanimated/reanimated (= 3.16.7) + - RNReanimated/worklets (= 3.16.7) - Yoga - - RNReanimated/reanimated (3.17.1): + - RNReanimated/reanimated (3.16.7): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1716,9 +1764,7 @@ PODS: - React-Fabric - React-featureflags - React-graphics - - React-hermes - React-ImageManager - - React-jsi - React-NativeModulesApple - React-RCTFabric - React-rendererdebug @@ -1726,13 +1772,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - RNReanimated/reanimated/apple (= 3.17.1) + - RNReanimated/reanimated/apple (= 3.16.7) - Yoga - - RNReanimated/reanimated/apple (3.17.1): + - RNReanimated/reanimated/apple (3.16.7): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1740,9 +1786,7 @@ PODS: - React-Fabric - React-featureflags - React-graphics - - React-hermes - React-ImageManager - - React-jsi - React-NativeModulesApple - React-RCTFabric - React-rendererdebug @@ -1751,11 +1795,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - RNReanimated/worklets (3.17.1): + - RNReanimated/worklets (3.16.7): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1763,33 +1807,7 @@ PODS: - React-Fabric - React-featureflags - React-graphics - - React-hermes - React-ImageManager - - React-jsi - - React-NativeModulesApple - - React-RCTFabric - - React-rendererdebug - - React-utils - - ReactCodegen - - ReactCommon/turbomodule/bridging - - ReactCommon/turbomodule/core - - RNReanimated/worklets/apple (= 3.17.1) - - Yoga - - RNReanimated/worklets/apple (3.17.1): - - DoubleConversion - - glog - - hermes-engine - - RCT-Folly (= 2024.01.01.00) - - RCTRequired - - RCTTypeSafety - - React-Core - - React-debug - - React-Fabric - - React-featureflags - - React-graphics - - React-hermes - - React-ImageManager - - React-jsi - React-NativeModulesApple - React-RCTFabric - React-rendererdebug @@ -1798,11 +1816,11 @@ PODS: - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - Yoga - - RNSVG (15.11.2): + - RNSVG (15.8.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1818,13 +1836,13 @@ PODS: - ReactCodegen - ReactCommon/turbomodule/bridging - ReactCommon/turbomodule/core - - RNSVG/common (= 15.11.2) + - RNSVG/common (= 15.8.0) - Yoga - - RNSVG/common (15.11.2): + - RNSVG/common (15.8.0): - DoubleConversion - glog - hermes-engine - - RCT-Folly (= 2024.01.01.00) + - RCT-Folly (= 2024.10.14.00) - RCTRequired - RCTTypeSafety - React-Core @@ -1842,6 +1860,9 @@ PODS: - ReactCommon/turbomodule/core - Yoga - SocketRocket (0.7.1) + - sqlite3 (3.49.1): + - sqlite3/common (= 3.49.1) + - sqlite3/common (3.49.1) - Yoga (0.0.0) DEPENDENCIES: @@ -1854,6 +1875,7 @@ DEPENDENCIES: - ExpoFont (from `../node_modules/expo-font/ios`) - ExpoKeepAwake (from `../node_modules/expo-keep-awake/ios`) - ExpoModulesCore (from `../node_modules/expo-modules-core`) + - fast_float (from `../node_modules/react-native/third-party-podspecs/fast_float.podspec`) - FBLazyVector (from `../node_modules/react-native/Libraries/FBLazyVector`) - fmt (from `../node_modules/react-native/third-party-podspecs/fmt.podspec`) - glog (from `../node_modules/react-native/third-party-podspecs/glog.podspec`) @@ -1930,6 +1952,7 @@ SPEC REPOS: trunk: - opencv-rne - SocketRocket + - sqlite3 EXTERNAL SOURCES: boost: @@ -1950,6 +1973,8 @@ EXTERNAL SOURCES: :path: "../node_modules/expo-keep-awake/ios" ExpoModulesCore: :path: "../node_modules/expo-modules-core" + fast_float: + :podspec: "../node_modules/react-native/third-party-podspecs/fast_float.podspec" FBLazyVector: :path: "../node_modules/react-native/Libraries/FBLazyVector" fmt: @@ -2093,85 +2118,87 @@ EXTERNAL SOURCES: SPEC CHECKSUMS: boost: 1dca942403ed9342f98334bf4c3621f011aa7946 DoubleConversion: f16ae600a246532c4020132d54af21d0ddb2a385 - EXConstants: 0472d3c23d97943fe3505306daf9cde8024365c2 - Expo: f1d13d22815979ad85a0a59fcf6d23660c813ecd - ExpoAsset: a4cbc27a7cd24a6e87eb719603790b2cfa8dd326 - ExpoFileSystem: 4d2e7f77a41cfde8c3ae98580d872cd49437f993 - ExpoFont: 773955186469acc5108ff569712a2d243857475f - ExpoKeepAwake: 2a5f15dd4964cba8002c9a36676319a3394c85c7 - ExpoModulesCore: 561a787bc626ab9bcfee2a688bd588bf2667405f - FBLazyVector: be7314029d6ec6b90f0f75ce1195b8130ed9ac4f - fmt: 10c6e61f4be25dc963c36bd73fc7b1705fe975be + EXConstants: fcfc75800824ac2d5c592b5bc74130bad17b146b + Expo: a6ff273c618506b12129a0d06f2a08201bfbcf43 + ExpoAsset: 48386d40d53a8c1738929b3ed509bcad595b5516 + ExpoFileSystem: 42d363d3b96f9afab980dcef60d5657a4443c655 + ExpoFont: f354e926f8feae5e831ec8087f36652b44a0b188 + ExpoKeepAwake: b0171a73665bfcefcfcc311742a72a956e6aa680 + ExpoModulesCore: c25d77625038b1968ea1afefc719862c0d8dd993 + fast_float: 06eeec4fe712a76acc9376682e4808b05ce978b6 + FBLazyVector: 7605ea4810e0e10ae4815292433c09bf4324ba45 + fmt: 01b82d4ca6470831d1cc0852a1af644be019e8f6 glog: 08b301085f15bcbb6ff8632a8ebaf239aae04e6a - hermes-engine: 0555a84ea495e8e3b4bde71b597cd87fbb382888 - opencv-rne: 63e933ae2373fc91351f9a348dc46c3f523c2d3f - RCT-Folly: bf5c0376ffe4dd2cf438dcf86db385df9fdce648 - RCTDeprecation: 2c5e1000b04ab70b53956aa498bf7442c3c6e497 - RCTRequired: 5f785a001cf68a551c5f5040fb4c415672dbb481 - RCTTypeSafety: 6b98db8965005d32449605c0d005ecb4fee8a0f7 - React: 8077bf7c185afb515be82518507e16f71a247a5e - React-callinvoker: 519eee9520727805e2867a6d8dad4ebbeed543db - React-Core: e364ceda7d086c7d14adeec0eb880a90073e3dde - React-CoreModules: 291be650024d9db086c95fd1d7e7d9607c6de62b - React-cxxreact: 5cf17d13ca0fc0734e1bb0ed9615d1d1fc45ef78 - React-debug: 931ca94abd6b1bcab539e356e20df788afecae8f - React-defaultsnativemodule: 6afc2dd3619bac12dc54c1ee939bf14f9aa96b42 - React-domnativemodule: f140d46f6f3c3f1efc987c98b464fcbece0cc93a - React-Fabric: e1774fe4b579e34c2c5721e9351c8ce869e7b5f0 - React-FabricComponents: 528ff9f96d150379ed404221d70cc7019ca76865 - React-FabricImage: 31680b7ddc740e040277176fbd6541fcf0fd44af - React-featureflags: 7c7a74b65ee5a228f520b387ebfe0e8d9cecc622 - React-featureflagsnativemodule: dd3450366b1c9557975e457ce6baa151ccee84da - React-graphics: 7f0d3e06d356e8476bd8ba95d90762fc01138ebc - React-hermes: f83fafe6a1c845dace7abad4a5d7366cbb42ab96 - React-idlecallbacksnativemodule: 14ce331438e2bca7d464a8a211b14543aff4dc91 - React-ImageManager: 2b9274ea973f43597a554a182d7ef525836172c6 - React-jserrorhandler: 3b521485275d295cfc6ec6bfa921a1d608693ecf - React-jsi: fd23c1d759feb709784fd4c835b510b90a94dd12 - React-jsiexecutor: 74628d57accc03d4b5df53db813ef6dcd704c9ae - React-jsinspector: 89a1e27e97c762de81bd4b9cb1314750304bba38 - React-jsitracing: 11b6646d7b2ecdc7a475f65b2cb12d3805964195 - React-logger: 26155dc23db5c9038794db915f80bd2044512c2e - React-Mapbuffer: ad1ba0205205a16dbff11b8ade6d1b3959451658 - React-microtasksnativemodule: e771eb9eb6ace5884ee40a293a0e14a9d7a4343c - react-native-executorch: 5dc6cbade251d9f987964d0e1c5ea6da2f16e274 - react-native-image-picker: e7331948589e764ecd5a9c715c3fc14d4e6187e6 - react-native-safe-area-context: 26a64672a8d76556e54682ab5aa0a6b6798d8a8e - React-nativeconfig: aeed6e2a8ac02b2df54476afcc7c663416c12bf7 - React-NativeModulesApple: c5b7813da94136f50ef084fa1ac077332dcfc658 - React-perflogger: 6afb7eebf7d9521cc70481688ccddf212970e9d3 - React-performancetimeline: 81884d35896b22d51832e7c8748c8330ec73c491 - React-RCTActionSheet: c940a35d71686941ac2b96dd07bde11ea0f0c34f - React-RCTAnimation: e1dbb4e530d6f58437ab2fae372de3788ecdffab - React-RCTAppDelegate: f9825950ac2c52ae1cf46b648bb362b86b62fe41 - React-RCTBlob: 9cdac4721a76e2d132fb1760eafd0a8f150d1c96 - React-RCTFabric: c0aa01a448bcebb1326d068ed7545eb11561e663 - React-RCTImage: f09f5165807e1a69a2bbac6c7168a8ed57ed4e26 - React-RCTLinking: 4ea06b79cba7e15d8af4d86b1dcede6bd29a47fd - React-RCTNetwork: 43a38148c7a4a2380e76b08f07f02ee8eaac8965 - React-RCTSettings: cc60bb6b38eed0683696b5ddf45b0a4a1441147b - React-RCTText: fbe5e6e886beefd5d432790bc50b7aa2b6504264 - React-RCTVibration: 061dbf7a0a1e77bfc1c4672e7be6884dc12f18bf - React-rendererconsistency: 52b471890a1946991f2db81aa6867b14d93f4ea5 - React-rendererdebug: 3f63479f704e266a3bf104c897315a885c72859b - React-rncore: 33ea67bfd2eeaa4f4a0c9e0e8bd55e9b7ccb9faa - React-RuntimeApple: bcd91a191637ab5895593135de74ac54bf88df5d - React-RuntimeCore: 3a42a7f12f5f6cc4cb0e22446540165d204d7a15 - React-runtimeexecutor: db3f17084ee7b71ab84912c527d428cc3a137841 - React-RuntimeHermes: 91bcd6aeec4bab20cebd33cb8984e3825ccdc77e - React-runtimescheduler: 92a5a092ded9a9aaac765ac940d26b52bac48901 - React-timing: 54693ad0872f64127f7cb41675b1be4fd28ea4dc - React-utils: 2bcaf4f4dfe361344bce2fae428603d518488630 - ReactCodegen: ae99a130606068ed40d1d9c0d5f25fda142a0647 - ReactCommon: 89c87b343deacc8610b099ac764848f0ce937e3e - RNAudioAPI: f814d97e85004b5869c6d53d5e321a45663872eb - RNDeviceInfo: feea80a690d2bde1fe51461cf548039258bd03f2 - RNLiveAudioStream: 02584d52711b6b9f268cb371a4b1bdd76ab3e079 - RNReanimated: a41aa31f84a4d787d165125e5c874a2057154315 - RNSVG: 2df153c20fffef75a099c23836cd5e9ecba386fe + hermes-engine: 9e868dc7be781364296d6ee2f56d0c1a9ef0bb11 + opencv-rne: 2305807573b6e29c8c87e3416ab096d09047a7a0 + RCT-Folly: ea9d9256ba7f9322ef911169a9f696e5857b9e17 + RCTDeprecation: ebe712bb05077934b16c6bf25228bdec34b64f83 + RCTRequired: ca91e5dd26b64f577b528044c962baf171c6b716 + RCTTypeSafety: e7678bd60850ca5a41df9b8dc7154638cb66871f + React: 4641770499c39f45d4e7cde1eba30e081f9d8a3d + React-callinvoker: 4bef67b5c7f3f68db5929ab6a4d44b8a002998ea + React-Core: a68cea3e762814e60ecc3fa521c7f14c36c99245 + React-CoreModules: d81b1eaf8066add66299bab9d23c9f00c9484c7c + React-cxxreact: 984f8b1feeca37181d4e95301fcd6f5f6501c6ab + React-debug: 817160c07dc8d24d020fbd1eac7b3558ffc08964 + React-defaultsnativemodule: 18a684542f82ce1897552a1c4b847be414c9566e + React-domnativemodule: 90bdd4ec3ab38c47cfc3461c1e9283a8507d613f + React-Fabric: f6dade7007533daeb785ba5925039d83f343be4b + React-FabricComponents: b0655cc3e1b5ae12a4a1119aa7d8308f0ad33520 + React-FabricImage: 9b157c4c01ac2bf433f834f0e1e5fe234113a576 + React-featureflags: f2792b067a351d86fdc7bec23db3b9a2f2c8d26c + React-featureflagsnativemodule: 742a8325b3c821d2a1ca13a6d2a0fc72d04555e0 + React-graphics: 68969e4e49d73f89da7abef4116c9b5f466aa121 + React-hermes: ac0bcba26a5d288ebc99b500e1097da2d0297ddf + React-idlecallbacksnativemodule: d61d9c9816131bf70d3d80cd04889fc625ee523f + React-ImageManager: e906eec93a9eb6102a06576b89d48d80a4683020 + React-jserrorhandler: ac5dde01104ff444e043cad8f574ca02756e20d6 + React-jsi: 496fa2b9d63b726aeb07d0ac800064617d71211d + React-jsiexecutor: dd22ab48371b80f37a0a30d0e8915b6d0f43a893 + React-jsinspector: 4629ac376f5765e684d19064f2093e55c97fd086 + React-jsitracing: 7a1c9cd484248870cf660733cd3b8114d54c035f + React-logger: c4052eb941cca9a097ef01b59543a656dc088559 + React-Mapbuffer: 33546a3ebefbccb8770c33a1f8a5554fa96a54de + React-microtasksnativemodule: d80ff86c8902872d397d9622f1a97aadcc12cead + react-native-executorch: 63ab47d8a0c602a4dee0acb36f6e8d9891ad357f + react-native-image-picker: dbc35687199a8bf89514e09b6b105557f9f63162 + react-native-safe-area-context: cd916088cac5300c3266876218377518987b995e + React-nativeconfig: 8efdb1ef1e9158c77098a93085438f7e7b463678 + React-NativeModulesApple: cebca2e5320a3d66e123cade23bd90a167ffce5e + React-perflogger: 72e653eb3aba9122f9e57cf012d22d2486f33358 + React-performancetimeline: cd6a9374a72001165995d2ab632f672df04076dc + React-RCTActionSheet: aacf2375084dea6e7c221f4a727e579f732ff342 + React-RCTAnimation: 395ab53fd064dff81507c15efb781c8684d9a585 + React-RCTAppDelegate: 345a6f1b82abc578437df0ce7e9c48740eca827c + React-RCTBlob: 13311e554c1a367de063c10ee7c5e6573b2dd1d6 + React-RCTFabric: 007b1a98201cc49b5bc6e1417d7fe3f6fc6e2b78 + React-RCTImage: 1b1f914bcc12187c49ba5d949dac38c2eb9f5cc8 + React-RCTLinking: 4ac7c42beb65e36fba0376f3498f3cd8dd0be7fa + React-RCTNetwork: 938902773add4381e84426a7aa17a2414f5f94f7 + React-RCTSettings: e848f1ba17a7a18479cf5a31d28145f567da8223 + React-RCTText: 7e98fafdde7d29e888b80f0b35544e0cb07913cf + React-RCTVibration: cd7d80affd97dc7afa62f9acd491419558b64b78 + React-rendererconsistency: b4917053ecbaa91469c67a4319701c9dc0d40be6 + React-rendererdebug: aa181c36dd6cf5b35511d1ed875d6638fd38f0ec + React-rncore: 120d21715c9b4ba8f798bffe986cb769b988dd74 + React-RuntimeApple: d033becbbd1eba6f9f6e3af6f1893030ce203edd + React-RuntimeCore: 38af280bb678e66ba000a3c3d42920b2a138eebb + React-runtimeexecutor: 877596f82f5632d073e121cba2d2084b76a76899 + React-RuntimeHermes: 37aad735ff21ca6de2d8450a96de1afe9f86c385 + React-runtimescheduler: 8ec34cc885281a34696ea16c4fd86892d631f38d + React-timing: 331cbf9f2668c67faddfd2e46bb7f41cbd9320b9 + React-utils: ed818f19ab445000d6b5c4efa9d462449326cc9f + ReactCodegen: f853a20cc9125c5521c8766b4b49375fec20648b + ReactCommon: 300d8d9c5cb1a6cd79a67cf5d8f91e4d477195f9 + RNAudioAPI: 7176929b913caa7969b30655809701bcd1c15203 + RNDeviceInfo: d863506092aef7e7af3a1c350c913d867d795047 + RNLiveAudioStream: 93ac2bb6065be9018d0b00157b220f11cebc1513 + RNReanimated: 2e5069649cbab2c946652d3b97589b2ae0526220 + RNSVG: b889dc9c1948eeea0576a16cc405c91c37a12c19 SocketRocket: d4aabe649be1e368d1318fdf28a022d714d65748 - Yoga: 3deb2471faa9916c8a82dda2a22d3fba2620ad37 + sqlite3: fc1400008a9b3525f5914ed715a5d1af0b8f4983 + Yoga: feb4910aba9742cfedc059e2b2902e22ffe9954a PODFILE CHECKSUM: 8264e1ef5c1c85c206e4efb2c2c7e7b66ab269ed -COCOAPODS: 1.15.2 +COCOAPODS: 1.16.2 diff --git a/examples/speech-to-text/ios/speechtotext.xcodeproj/project.pbxproj b/examples/speech-to-text/ios/speechtotext.xcodeproj/project.pbxproj index dd2c7fc33..ed995519e 100644 --- a/examples/speech-to-text/ios/speechtotext.xcodeproj/project.pbxproj +++ b/examples/speech-to-text/ios/speechtotext.xcodeproj/project.pbxproj @@ -278,7 +278,6 @@ "${PODS_CONFIGURATION_BUILD_DIR}/ExpoFileSystem/ExpoFileSystem_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/RCT-Folly/RCT-Folly_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/RNDeviceInfo/RNDeviceInfoPrivacyInfo.bundle", - "${PODS_CONFIGURATION_BUILD_DIR}/RNSVG/RNSVGFilters.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/React-Core/React-Core_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/React-cxxreact/React-cxxreact_privacy.bundle", "${PODS_CONFIGURATION_BUILD_DIR}/boost/boost_privacy.bundle", @@ -292,7 +291,6 @@ "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/ExpoFileSystem_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/RCT-Folly_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/RNDeviceInfoPrivacyInfo.bundle", - "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/RNSVGFilters.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/React-Core_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/React-cxxreact_privacy.bundle", "${TARGET_BUILD_DIR}/${UNLOCALIZED_RESOURCES_FOLDER_PATH}/boost_privacy.bundle", diff --git a/examples/speech-to-text/package.json b/examples/speech-to-text/package.json index 0582d6edd..9206a8ca4 100644 --- a/examples/speech-to-text/package.json +++ b/examples/speech-to-text/package.json @@ -11,21 +11,21 @@ "dependencies": { "@react-native/metro-config": "^0.76.3", "buffer": "^6.0.3", - "expo": "~52.0.17", + "expo": "~52.0.46", "expo-font": "^13.0.1", "expo-status-bar": "~2.0.0", "metro-config": "^0.81.0", "react": "18.3.1", - "react-native": "0.76.3", + "react-native": "0.76.9", "react-native-audio-api": "0.4.11", "react-native-device-info": "^14.0.4", - "react-native-executorch": "^0.3.0", + "react-native-executorch": "^0.3.2", "react-native-image-picker": "^7.2.2", "react-native-live-audio-stream": "^1.1.1", "react-native-loading-spinner-overlay": "^3.0.1", - "react-native-reanimated": "^3.16.3", - "react-native-safe-area-context": "^5.0.0", - "react-native-svg": "^15.9.0", + 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"@types/react": ^18.2.6 - react: ^18.2.0 - peerDependenciesMeta: - "@types/react": - optional: true - bin: - react-native: cli.js - checksum: 0a2fbb7c1ff0057f69b23447980e912bc42df1c1e6c4be504f8e1d4c7c2182b3ca02b5f217bdf89b82a07d523b1e0e0f3124f3cf5f5876f5fa47f845cdba1c7a - languageName: node - linkType: hard - -"react-native@npm:0.76.7": - version: 0.76.7 - resolution: "react-native@npm:0.76.7" - dependencies: - "@jest/create-cache-key-function": ^29.6.3 - "@react-native/assets-registry": 0.76.7 - "@react-native/codegen": 0.76.7 - "@react-native/community-cli-plugin": 0.76.7 - "@react-native/gradle-plugin": 0.76.7 - "@react-native/js-polyfills": 0.76.7 - "@react-native/normalize-colors": 0.76.7 - "@react-native/virtualized-lists": 0.76.7 + "@react-native/assets-registry": 0.76.9 + "@react-native/codegen": 0.76.9 + "@react-native/community-cli-plugin": 0.76.9 + "@react-native/gradle-plugin": 0.76.9 + "@react-native/js-polyfills": 0.76.9 + "@react-native/normalize-colors": 0.76.9 + "@react-native/virtualized-lists": 0.76.9 abort-controller: ^3.0.0 anser: ^1.4.9 ansi-regex: ^5.0.0 @@ -7199,7 +7365,7 @@ __metadata: optional: true bin: react-native: cli.js - checksum: a3ec730c2b5583420e8f99fd53da38dbfc2f440ebbc0480453d43338076eb67f7dc9f06d7b1ed32113bf3efb62b7cf64e04f29b19370cf9bcb16b756dcec9874 + checksum: cf621cef0649920bac2b730998be6eaaf9762d516bc65d9073b46f634bb640dfb6b9b5d64ce6a6e09da64d52d114d96d96435a91c9db8ec61b76c818fe209827 languageName: node linkType: hard @@ -7799,21 +7965,21 @@ __metadata: "@react-native/metro-config": ^0.76.3 "@types/react": ~18.3.12 buffer: ^6.0.3 - expo: ~52.0.17 + expo: ~52.0.46 expo-font: ^13.0.1 expo-status-bar: ~2.0.0 metro-config: ^0.81.0 react: 18.3.1 - react-native: 0.76.3 + react-native: 0.76.9 react-native-audio-api: 0.4.11 react-native-device-info: ^14.0.4 - react-native-executorch: ^0.3.0 + react-native-executorch: ^0.3.2 react-native-image-picker: ^7.2.2 react-native-live-audio-stream: ^1.1.1 react-native-loading-spinner-overlay: ^3.0.1 - react-native-reanimated: ^3.16.3 - react-native-safe-area-context: ^5.0.0 - react-native-svg: ^15.9.0 + react-native-reanimated: ~3.16.1 + react-native-safe-area-context: 4.12.0 + react-native-svg: 15.8.0 react-native-svg-transformer: ^1.5.0 react-native-wheel-scrollview-picker: ^2.0.6 typescript: ^5.3.3 diff --git a/examples/text-embeddings/.gitignore b/examples/text-embeddings/.gitignore new file mode 100644 index 000000000..d7eba44af --- /dev/null +++ b/examples/text-embeddings/.gitignore @@ -0,0 +1,39 @@ +# Learn more https://docs.github.com/en/get-started/getting-started-with-git/ignoring-files + +# dependencies +node_modules/ + +# Expo +.expo/ +dist/ +web-build/ +expo-env.d.ts + +# Native +*.orig.* +*.jks +*.p8 +*.p12 +*.key +*.mobileprovision + +# Metro +.metro-health-check* + +# debug +npm-debug.* +yarn-debug.* +yarn-error.* + +# macOS +.DS_Store +*.pem + +# local env files +.env*.local + +# typescript +*.tsbuildinfo + +# yarn +.yarn \ No newline at end of file diff --git a/examples/text-embeddings/App.tsx b/examples/text-embeddings/App.tsx new file mode 100644 index 000000000..33b858182 --- /dev/null +++ b/examples/text-embeddings/App.tsx @@ -0,0 +1,264 @@ +import { useEffect, useState } from 'react'; +import { + StyleSheet, + Text, + TextInput, + TouchableOpacity, + View, + SafeAreaView, + ScrollView, + KeyboardAvoidingView, + Platform, +} from 'react-native'; +import { Ionicons } from '@expo/vector-icons'; +import { + useTextEmbeddings, + ALL_MINILM_L6_V2, + ALL_MINILM_L6_V2_TOKENIZER, +} from 'react-native-executorch'; + +export default function App() { + const model = useTextEmbeddings({ + modelSource: ALL_MINILM_L6_V2, + tokenizerSource: ALL_MINILM_L6_V2_TOKENIZER, + }); + + const [inputSentence, setInputSentence] = useState(''); + const [sentencesWithEmbeddings, setSentencesWithEmbeddings] = useState< + { sentence: string; embedding: number[] }[] + >([]); + const [topMatches, setTopMatches] = useState< + { sentence: string; similarity: number }[] + >([]); + + const dotProduct = (a: number[], b: number[]) => + a.reduce((sum, val, i) => sum + val * b[i], 0); + + useEffect( + () => { + const computeEmbeddings = async () => { + if (!model.isReady) return; + + const sentences = [ + 'The weather is lovely today.', + "It's so sunny outside!", + 'He drove to the stadium.', + ]; + + try { + const embeddings = await Promise.all( + sentences.map(async (sentence) => ({ + sentence, + embedding: await model.forward(sentence), + })) + ); + + setSentencesWithEmbeddings(embeddings); + } catch (error) { + console.error('Error generating embeddings:', error); + } + }; + + computeEmbeddings(); + }, + // eslint-disable-next-line react-hooks/exhaustive-deps + [model.isReady] + ); + + const checkSimilarities = async () => { + if (!model.isReady || !inputSentence.trim()) return; + + try { + const inputEmbedding = await model.forward(inputSentence); + const matches = sentencesWithEmbeddings.map( + ({ sentence, embedding }) => ({ + sentence, + similarity: dotProduct(inputEmbedding, embedding), + }) + ); + matches.sort((a, b) => b.similarity - a.similarity); + setTopMatches(matches.slice(0, 3)); + } catch (error) { + console.error('Error generating embedding:', error); + } + }; + + const addToSentences = async () => { + if (!model.isReady || !inputSentence.trim()) return; + + try { + const embedding = await model.forward(inputSentence); + setSentencesWithEmbeddings((prev) => [ + ...prev, + { sentence: inputSentence, embedding }, + ]); + } catch (error) { + console.error('Error generating embedding:', error); + } + + setInputSentence(''); + setTopMatches([]); + }; + + const getModelStatusText = () => { + if (model.error) { + return `Oops! Error: ${model.error}`; + } + if (!model.isReady) { + return `Loading model ${(model.downloadProgress * 100).toFixed(2)}%`; + } + return model.isGenerating ? 'Generating...' : 'Model is ready'; + }; + + return ( + + + + Text Embeddings Playground + + {getModelStatusText()} + + + Existing Sentences + {sentencesWithEmbeddings.map((item, index) => ( + + - {item.sentence} + + ))} + + + + Try Your Sentence + + + + + + Find Similar + + + + Add to List + + + + {topMatches.length > 0 && ( + + Top Matches + {topMatches.map((item, index) => ( + + {item.sentence} ({item.similarity.toFixed(2)}) + + ))} + + )} + + + + + ); +} + +const styles = StyleSheet.create({ + container: { + flex: 1, + backgroundColor: '#F8FAFC', + }, + scrollContainer: { + padding: 20, + alignItems: 'center', + flexGrow: 1, + }, + heading: { + fontSize: 24, + fontWeight: '500', + marginBottom: 20, + color: '#0F172A', + }, + card: { + backgroundColor: '#FFFFFF', + width: '100%', + padding: 16, + borderRadius: 16, + borderColor: '#E2E8F0', + borderWidth: 2, + marginBottom: 20, + }, + sectionTitle: { + fontSize: 18, + fontWeight: '500', + marginBottom: 12, + color: '#1E293B', + }, + sentenceText: { + fontSize: 14, + marginBottom: 6, + color: '#334155', + }, + input: { + backgroundColor: '#F1F5F9', + borderRadius: 10, + padding: 10, + marginBottom: 10, + fontSize: 16, + color: '#0F172A', + minHeight: 40, + textAlignVertical: 'top', + }, + buttonGroup: { + flexDirection: 'row', + justifyContent: 'space-between', + gap: 10, + }, + buttonPrimary: { + flex: 1, + backgroundColor: 'navy', + padding: 12, + borderRadius: 10, + flexDirection: 'row', + alignItems: 'center', + justifyContent: 'center', + }, + buttonSecondary: { + flex: 1, + backgroundColor: 'transparent', + borderWidth: 2, + borderColor: 'navy', + padding: 12, + borderRadius: 10, + flexDirection: 'row', + alignItems: 'center', + justifyContent: 'center', + }, + buttonText: { + color: 'white', + textAlign: 'center', + fontWeight: '500', + }, + buttonTextOutline: { + color: 'navy', + textAlign: 'center', + fontWeight: '500', + }, + topMatchesContainer: { + marginTop: 20, + }, + flexContainer: { + flex: 1, + }, +}); diff --git a/examples/text-embeddings/android/.gitignore b/examples/text-embeddings/android/.gitignore new file mode 100644 index 000000000..8a6be0771 --- /dev/null +++ b/examples/text-embeddings/android/.gitignore @@ -0,0 +1,16 @@ +# OSX +# +.DS_Store + +# Android/IntelliJ +# +build/ +.idea +.gradle +local.properties +*.iml +*.hprof +.cxx/ + +# Bundle artifacts +*.jsbundle diff --git a/examples/text-embeddings/android/app/build.gradle b/examples/text-embeddings/android/app/build.gradle new file mode 100644 index 000000000..65e44c671 --- /dev/null +++ b/examples/text-embeddings/android/app/build.gradle @@ -0,0 +1,176 @@ +apply plugin: "com.android.application" +apply plugin: "org.jetbrains.kotlin.android" +apply plugin: "com.facebook.react" + +def projectRoot = rootDir.getAbsoluteFile().getParentFile().getAbsolutePath() + +/** + * This is the configuration block to customize your React Native Android app. + * By default you don't need to apply any configuration, just uncomment the lines you need. + */ +react { + entryFile = file(["node", "-e", "require('expo/scripts/resolveAppEntry')", projectRoot, "android", "absolute"].execute(null, rootDir).text.trim()) + reactNativeDir = new File(["node", "--print", "require.resolve('react-native/package.json')"].execute(null, rootDir).text.trim()).getParentFile().getAbsoluteFile() + hermesCommand = new File(["node", "--print", "require.resolve('react-native/package.json')"].execute(null, rootDir).text.trim()).getParentFile().getAbsolutePath() + "/sdks/hermesc/%OS-BIN%/hermesc" + codegenDir = new File(["node", "--print", "require.resolve('@react-native/codegen/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim()).getParentFile().getAbsoluteFile() + + // Use Expo CLI to bundle the app, this ensures the Metro config + // works correctly with Expo projects. + cliFile = new File(["node", "--print", "require.resolve('@expo/cli', { paths: [require.resolve('expo/package.json')] })"].execute(null, rootDir).text.trim()) + bundleCommand = "export:embed" + + /* Folders */ + // The root of your project, i.e. where "package.json" lives. Default is '../..' + // root = file("../../") + // The folder where the react-native NPM package is. Default is ../../node_modules/react-native + // reactNativeDir = file("../../node_modules/react-native") + // The folder where the react-native Codegen package is. Default is ../../node_modules/@react-native/codegen + // codegenDir = file("../../node_modules/@react-native/codegen") + + /* Variants */ + // The list of variants to that are debuggable. For those we're going to + // skip the bundling of the JS bundle and the assets. By default is just 'debug'. + // If you add flavors like lite, prod, etc. you'll have to list your debuggableVariants. + // debuggableVariants = ["liteDebug", "prodDebug"] + + /* Bundling */ + // A list containing the node command and its flags. Default is just 'node'. + // nodeExecutableAndArgs = ["node"] + + // + // The path to the CLI configuration file. Default is empty. + // bundleConfig = file(../rn-cli.config.js) + // + // The name of the generated asset file containing your JS bundle + // bundleAssetName = "MyApplication.android.bundle" + // + // The entry file for bundle generation. Default is 'index.android.js' or 'index.js' + // entryFile = file("../js/MyApplication.android.js") + // + // A list of extra flags to pass to the 'bundle' commands. + // See https://github.com/react-native-community/cli/blob/main/docs/commands.md#bundle + // extraPackagerArgs = [] + + /* Hermes Commands */ + // The hermes compiler command to run. By default it is 'hermesc' + // hermesCommand = "$rootDir/my-custom-hermesc/bin/hermesc" + // + // The list of flags to pass to the Hermes compiler. By default is "-O", "-output-source-map" + // hermesFlags = ["-O", "-output-source-map"] + + /* Autolinking */ + autolinkLibrariesWithApp() +} + +/** + * Set this to true to Run Proguard on Release builds to minify the Java bytecode. + */ +def enableProguardInReleaseBuilds = (findProperty('android.enableProguardInReleaseBuilds') ?: false).toBoolean() + +/** + * The preferred build flavor of JavaScriptCore (JSC) + * + * For example, to use the international variant, you can use: + * `def jscFlavor = 'org.webkit:android-jsc-intl:+'` + * + * The international variant includes ICU i18n library and necessary data + * allowing to use e.g. `Date.toLocaleString` and `String.localeCompare` that + * give correct results when using with locales other than en-US. Note that + * this variant is about 6MiB larger per architecture than default. + */ +def jscFlavor = 'org.webkit:android-jsc:+' + +android { + ndkVersion rootProject.ext.ndkVersion + + buildToolsVersion rootProject.ext.buildToolsVersion + compileSdk rootProject.ext.compileSdkVersion + + namespace 'com.anonymous.textembeddings' + defaultConfig { + applicationId 'com.anonymous.textembeddings' + minSdkVersion rootProject.ext.minSdkVersion + targetSdkVersion rootProject.ext.targetSdkVersion + versionCode 1 + versionName "1.0.0" + } + signingConfigs { + debug { + storeFile file('debug.keystore') + storePassword 'android' + keyAlias 'androiddebugkey' + keyPassword 'android' + } + } + buildTypes { + debug { + signingConfig signingConfigs.debug + } + release { + // Caution! In production, you need to generate your own keystore file. + // see https://reactnative.dev/docs/signed-apk-android. + signingConfig signingConfigs.debug + shrinkResources (findProperty('android.enableShrinkResourcesInReleaseBuilds')?.toBoolean() ?: false) + minifyEnabled enableProguardInReleaseBuilds + proguardFiles getDefaultProguardFile("proguard-android.txt"), "proguard-rules.pro" + crunchPngs (findProperty('android.enablePngCrunchInReleaseBuilds')?.toBoolean() ?: true) + } + } + packagingOptions { + jniLibs { + useLegacyPackaging (findProperty('expo.useLegacyPackaging')?.toBoolean() ?: false) + } + } + androidResources { + ignoreAssetsPattern '!.svn:!.git:!.ds_store:!*.scc:!CVS:!thumbs.db:!picasa.ini:!*~' + } +} + +// Apply static values from `gradle.properties` to the `android.packagingOptions` +// Accepts values in comma delimited lists, example: +// android.packagingOptions.pickFirsts=/LICENSE,**/picasa.ini +["pickFirsts", "excludes", "merges", "doNotStrip"].each { prop -> + // Split option: 'foo,bar' -> ['foo', 'bar'] + def options = (findProperty("android.packagingOptions.$prop") ?: "").split(","); + // Trim all elements in place. + for (i in 0.. 0) { + println "android.packagingOptions.$prop += $options ($options.length)" + // Ex: android.packagingOptions.pickFirsts += '**/SCCS/**' + options.each { + android.packagingOptions[prop] += it + } + } +} + +dependencies { + // The version of react-native is set by the React Native Gradle Plugin + implementation("com.facebook.react:react-android") + + def isGifEnabled = (findProperty('expo.gif.enabled') ?: "") == "true"; + def isWebpEnabled = (findProperty('expo.webp.enabled') ?: "") == "true"; + def isWebpAnimatedEnabled = (findProperty('expo.webp.animated') ?: "") == "true"; + + if (isGifEnabled) { + // For animated gif support + implementation("com.facebook.fresco:animated-gif:${reactAndroidLibs.versions.fresco.get()}") + } + + if (isWebpEnabled) { + // For webp support + implementation("com.facebook.fresco:webpsupport:${reactAndroidLibs.versions.fresco.get()}") + if (isWebpAnimatedEnabled) { + // Animated webp support + implementation("com.facebook.fresco:animated-webp:${reactAndroidLibs.versions.fresco.get()}") + } + } + + if (hermesEnabled.toBoolean()) { + implementation("com.facebook.react:hermes-android") + } else { + implementation jscFlavor + } +} diff --git a/examples/text-embeddings/android/app/debug.keystore b/examples/text-embeddings/android/app/debug.keystore new file mode 100644 index 000000000..364e105ed Binary files /dev/null and b/examples/text-embeddings/android/app/debug.keystore differ diff --git a/examples/text-embeddings/android/app/proguard-rules.pro b/examples/text-embeddings/android/app/proguard-rules.pro new file mode 100644 index 000000000..551eb41da --- /dev/null +++ b/examples/text-embeddings/android/app/proguard-rules.pro @@ -0,0 +1,14 @@ +# Add project specific ProGuard rules here. +# By default, the flags in this file are appended to flags specified +# in /usr/local/Cellar/android-sdk/24.3.3/tools/proguard/proguard-android.txt +# You can edit the include path and order by changing the proguardFiles +# directive in build.gradle. +# +# For more details, see +# http://developer.android.com/guide/developing/tools/proguard.html + +# react-native-reanimated +-keep class com.swmansion.reanimated.** { *; } +-keep class com.facebook.react.turbomodule.** { *; } + +# Add any project specific keep options here: diff --git a/examples/text-embeddings/android/app/src/debug/AndroidManifest.xml b/examples/text-embeddings/android/app/src/debug/AndroidManifest.xml new file mode 100644 index 000000000..3ec2507ba --- /dev/null +++ b/examples/text-embeddings/android/app/src/debug/AndroidManifest.xml @@ -0,0 +1,7 @@ + + + + + + diff --git a/examples/text-embeddings/android/app/src/main/AndroidManifest.xml b/examples/text-embeddings/android/app/src/main/AndroidManifest.xml new file mode 100644 index 000000000..22d9f1114 --- /dev/null +++ b/examples/text-embeddings/android/app/src/main/AndroidManifest.xml @@ -0,0 +1,31 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/examples/llama/android/app/src/main/java/com/anonymous/llama/MainActivity.kt b/examples/text-embeddings/android/app/src/main/java/com/anonymous/textembeddings/MainActivity.kt similarity index 98% rename from examples/llama/android/app/src/main/java/com/anonymous/llama/MainActivity.kt rename to examples/text-embeddings/android/app/src/main/java/com/anonymous/textembeddings/MainActivity.kt index 80ee29d08..f27c51164 100644 --- a/examples/llama/android/app/src/main/java/com/anonymous/llama/MainActivity.kt +++ b/examples/text-embeddings/android/app/src/main/java/com/anonymous/textembeddings/MainActivity.kt @@ -1,4 +1,4 @@ -package com.anonymous.llama +package com.anonymous.textembeddings import android.os.Build import android.os.Bundle diff --git a/examples/llama/android/app/src/main/java/com/anonymous/llama/MainApplication.kt b/examples/text-embeddings/android/app/src/main/java/com/anonymous/textembeddings/MainApplication.kt similarity index 98% rename from examples/llama/android/app/src/main/java/com/anonymous/llama/MainApplication.kt rename to examples/text-embeddings/android/app/src/main/java/com/anonymous/textembeddings/MainApplication.kt index 70decaa2e..3934ecb90 100644 --- a/examples/llama/android/app/src/main/java/com/anonymous/llama/MainApplication.kt +++ b/examples/text-embeddings/android/app/src/main/java/com/anonymous/textembeddings/MainApplication.kt @@ -1,4 +1,4 @@ -package com.anonymous.llama +package com.anonymous.textembeddings import android.app.Application import android.content.res.Configuration diff --git a/examples/text-embeddings/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png b/examples/text-embeddings/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png new file mode 100644 index 000000000..31df827b1 Binary files /dev/null and b/examples/text-embeddings/android/app/src/main/res/drawable-hdpi/splashscreen_logo.png differ diff --git a/examples/text-embeddings/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png b/examples/text-embeddings/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png new file mode 100644 index 000000000..ef243aab6 Binary files /dev/null and b/examples/text-embeddings/android/app/src/main/res/drawable-mdpi/splashscreen_logo.png differ diff --git a/examples/text-embeddings/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png b/examples/text-embeddings/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png new file mode 100644 index 000000000..e9d547451 Binary files /dev/null and b/examples/text-embeddings/android/app/src/main/res/drawable-xhdpi/splashscreen_logo.png differ diff --git a/examples/text-embeddings/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png b/examples/text-embeddings/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png new file mode 100644 index 000000000..d61da15d2 Binary files /dev/null and b/examples/text-embeddings/android/app/src/main/res/drawable-xxhdpi/splashscreen_logo.png differ diff --git a/examples/text-embeddings/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png b/examples/text-embeddings/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png new file mode 100644 index 000000000..4aeed11d0 Binary files /dev/null and b/examples/text-embeddings/android/app/src/main/res/drawable-xxxhdpi/splashscreen_logo.png differ diff --git a/examples/text-embeddings/android/app/src/main/res/drawable/ic_launcher_background.xml b/examples/text-embeddings/android/app/src/main/res/drawable/ic_launcher_background.xml new file mode 100644 index 000000000..883b2a080 --- /dev/null +++ b/examples/text-embeddings/android/app/src/main/res/drawable/ic_launcher_background.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/examples/text-embeddings/android/app/src/main/res/drawable/rn_edit_text_material.xml b/examples/text-embeddings/android/app/src/main/res/drawable/rn_edit_text_material.xml new file mode 100644 index 000000000..5c25e728e --- /dev/null +++ b/examples/text-embeddings/android/app/src/main/res/drawable/rn_edit_text_material.xml @@ -0,0 +1,37 @@ + + + + + + + + + + + diff --git a/examples/text-embeddings/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml b/examples/text-embeddings/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml new file mode 100644 index 000000000..3941bea9b --- /dev/null +++ b/examples/text-embeddings/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml @@ -0,0 +1,5 @@ + + + + + \ No newline at end of file diff --git a/examples/text-embeddings/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml b/examples/text-embeddings/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml new file mode 100644 index 000000000..3941bea9b --- /dev/null +++ b/examples/text-embeddings/android/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml @@ -0,0 +1,5 @@ + + + + + \ No newline at end of file diff --git a/examples/text-embeddings/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp b/examples/text-embeddings/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp new file mode 100644 index 000000000..7fae0ccbc Binary files /dev/null and b/examples/text-embeddings/android/app/src/main/res/mipmap-hdpi/ic_launcher.webp differ diff --git a/examples/text-embeddings/android/app/src/main/res/mipmap-hdpi/ic_launcher_foreground.webp b/examples/text-embeddings/android/app/src/main/res/mipmap-hdpi/ic_launcher_foreground.webp new file mode 100644 index 000000000..ac03dbf69 Binary files /dev/null and b/examples/text-embeddings/android/app/src/main/res/mipmap-hdpi/ic_launcher_foreground.webp differ diff --git a/examples/text-embeddings/android/app/src/main/res/mipmap-hdpi/ic_launcher_round.webp 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b/examples/text-embeddings/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_foreground.webp new file mode 100644 index 000000000..49a464ee3 Binary files /dev/null and b/examples/text-embeddings/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_foreground.webp differ diff --git a/examples/text-embeddings/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp b/examples/text-embeddings/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp new file mode 100644 index 000000000..b51fd15c2 Binary files /dev/null and b/examples/text-embeddings/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.webp differ diff --git a/examples/text-embeddings/android/app/src/main/res/values-night/colors.xml b/examples/text-embeddings/android/app/src/main/res/values-night/colors.xml new file mode 100644 index 000000000..3c05de5be --- /dev/null +++ b/examples/text-embeddings/android/app/src/main/res/values-night/colors.xml @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/examples/text-embeddings/android/app/src/main/res/values/colors.xml b/examples/text-embeddings/android/app/src/main/res/values/colors.xml new file mode 100644 index 000000000..f387b9011 --- /dev/null +++ b/examples/text-embeddings/android/app/src/main/res/values/colors.xml @@ -0,0 +1,6 @@ + + #ffffff + #ffffff + #023c69 + #ffffff + \ No newline at end of file diff --git a/examples/text-embeddings/android/app/src/main/res/values/strings.xml b/examples/text-embeddings/android/app/src/main/res/values/strings.xml new file mode 100644 index 000000000..a3d08312d --- /dev/null +++ b/examples/text-embeddings/android/app/src/main/res/values/strings.xml @@ -0,0 +1,5 @@ + + text-embeddings + contain + false + \ No newline at end of file diff --git a/examples/text-embeddings/android/app/src/main/res/values/styles.xml b/examples/text-embeddings/android/app/src/main/res/values/styles.xml new file mode 100644 index 000000000..da525212e --- /dev/null +++ b/examples/text-embeddings/android/app/src/main/res/values/styles.xml @@ -0,0 +1,17 @@ + + + + + \ No newline at end of file diff --git a/examples/text-embeddings/android/build.gradle b/examples/text-embeddings/android/build.gradle new file mode 100644 index 000000000..abbcb8ec8 --- /dev/null +++ b/examples/text-embeddings/android/build.gradle @@ -0,0 +1,41 @@ +// Top-level build file where you can add configuration options common to all sub-projects/modules. + +buildscript { + ext { + buildToolsVersion = findProperty('android.buildToolsVersion') ?: '35.0.0' + minSdkVersion = Integer.parseInt(findProperty('android.minSdkVersion') ?: '24') + compileSdkVersion = Integer.parseInt(findProperty('android.compileSdkVersion') ?: '35') + targetSdkVersion = Integer.parseInt(findProperty('android.targetSdkVersion') ?: '34') + kotlinVersion = findProperty('android.kotlinVersion') ?: '1.9.25' + + ndkVersion = "26.1.10909125" + } + repositories { + google() + mavenCentral() + } + dependencies { + classpath('com.android.tools.build:gradle') + classpath('com.facebook.react:react-native-gradle-plugin') + classpath('org.jetbrains.kotlin:kotlin-gradle-plugin') + } +} + +apply plugin: "com.facebook.react.rootproject" + +allprojects { + repositories { + maven { + // All of React Native (JS, Obj-C sources, Android binaries) is installed from npm + url(new File(['node', '--print', "require.resolve('react-native/package.json')"].execute(null, rootDir).text.trim(), '../android')) + } + maven { + // Android JSC is installed from npm + url(new File(['node', '--print', "require.resolve('jsc-android/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim(), '../dist')) + } + + google() + mavenCentral() + maven { url 'https://www.jitpack.io' } + } +} diff --git a/examples/text-embeddings/android/gradle.properties b/examples/text-embeddings/android/gradle.properties new file mode 100644 index 000000000..7531e9eb2 --- /dev/null +++ b/examples/text-embeddings/android/gradle.properties @@ -0,0 +1,56 @@ +# Project-wide Gradle settings. + +# IDE (e.g. Android Studio) users: +# Gradle settings configured through the IDE *will override* +# any settings specified in this file. + +# For more details on how to configure your build environment visit +# http://www.gradle.org/docs/current/userguide/build_environment.html + +# Specifies the JVM arguments used for the daemon process. +# The setting is particularly useful for tweaking memory settings. +# Default value: -Xmx512m -XX:MaxMetaspaceSize=256m +org.gradle.jvmargs=-Xmx2048m -XX:MaxMetaspaceSize=512m + +# When configured, Gradle will run in incubating parallel mode. +# This option should only be used with decoupled projects. More details, visit +# http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects +# org.gradle.parallel=true + +# AndroidX package structure to make it clearer which packages are bundled with the +# Android operating system, and which are packaged with your app's APK +# https://developer.android.com/topic/libraries/support-library/androidx-rn +android.useAndroidX=true + +# Enable AAPT2 PNG crunching +android.enablePngCrunchInReleaseBuilds=true + +# Use this property to specify which architecture you want to build. +# You can also override it from the CLI using +# ./gradlew -PreactNativeArchitectures=x86_64 +reactNativeArchitectures=armeabi-v7a,arm64-v8a,x86,x86_64 + +# Use this property to enable support to the new architecture. +# This will allow you to use TurboModules and the Fabric render in +# your application. You should enable this flag either if you want +# to write custom TurboModules/Fabric components OR use libraries that +# are providing them. +newArchEnabled=true + +# Use this property to enable or disable the Hermes JS engine. +# If set to false, you will be using JSC instead. +hermesEnabled=true + +# Enable GIF support in React Native images (~200 B increase) +expo.gif.enabled=true +# Enable webp support in React Native images (~85 KB increase) +expo.webp.enabled=true +# Enable animated webp support (~3.4 MB increase) +# Disabled by default because iOS doesn't support animated webp +expo.webp.animated=false + +# Enable network inspector +EX_DEV_CLIENT_NETWORK_INSPECTOR=true + +# Use legacy packaging to compress native libraries in the resulting APK. +expo.useLegacyPackaging=false diff --git a/examples/text-embeddings/android/gradle/wrapper/gradle-wrapper.jar b/examples/text-embeddings/android/gradle/wrapper/gradle-wrapper.jar new file mode 100644 index 000000000..a4b76b953 Binary files /dev/null and b/examples/text-embeddings/android/gradle/wrapper/gradle-wrapper.jar differ diff --git a/examples/text-embeddings/android/gradle/wrapper/gradle-wrapper.properties b/examples/text-embeddings/android/gradle/wrapper/gradle-wrapper.properties new file mode 100644 index 000000000..79eb9d003 --- /dev/null +++ b/examples/text-embeddings/android/gradle/wrapper/gradle-wrapper.properties @@ -0,0 +1,7 @@ +distributionBase=GRADLE_USER_HOME +distributionPath=wrapper/dists +distributionUrl=https\://services.gradle.org/distributions/gradle-8.10.2-all.zip +networkTimeout=10000 +validateDistributionUrl=true +zipStoreBase=GRADLE_USER_HOME +zipStorePath=wrapper/dists diff --git a/examples/text-embeddings/android/gradlew b/examples/text-embeddings/android/gradlew new file mode 100755 index 000000000..f5feea6d6 --- /dev/null +++ b/examples/text-embeddings/android/gradlew @@ -0,0 +1,252 @@ +#!/bin/sh + +# +# Copyright © 2015-2021 the original authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# https://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# SPDX-License-Identifier: Apache-2.0 +# + +############################################################################## +# +# Gradle start up script for POSIX generated by Gradle. +# +# Important for running: +# +# (1) You need a POSIX-compliant shell to run this script. If your /bin/sh is +# noncompliant, but you have some other compliant shell such as ksh or +# bash, then to run this script, type that shell name before the whole +# command line, like: +# +# ksh Gradle +# +# Busybox and similar reduced shells will NOT work, because this script +# requires all of these POSIX shell features: +# * functions; +# * expansions «$var», «${var}», «${var:-default}», «${var+SET}», +# «${var#prefix}», «${var%suffix}», and «$( cmd )»; +# * compound commands having a testable exit status, especially «case»; +# * various built-in commands including «command», «set», and «ulimit». +# +# Important for patching: +# +# (2) This script targets any POSIX shell, so it avoids extensions provided +# by Bash, Ksh, etc; in particular arrays are avoided. +# +# The "traditional" practice of packing multiple parameters into a +# space-separated string is a well documented source of bugs and security +# problems, so this is (mostly) avoided, by progressively accumulating +# options in "$@", and eventually passing that to Java. +# +# Where the inherited environment variables (DEFAULT_JVM_OPTS, JAVA_OPTS, +# and GRADLE_OPTS) rely on word-splitting, this is performed explicitly; +# see the in-line comments for details. +# +# There are tweaks for specific operating systems such as AIX, CygWin, +# Darwin, MinGW, and NonStop. +# +# (3) This script is generated from the Groovy template +# https://github.com/gradle/gradle/blob/HEAD/platforms/jvm/plugins-application/src/main/resources/org/gradle/api/internal/plugins/unixStartScript.txt +# within the Gradle project. +# +# You can find Gradle at https://github.com/gradle/gradle/. +# +############################################################################## + +# Attempt to set APP_HOME + +# Resolve links: $0 may be a link +app_path=$0 + +# Need this for daisy-chained symlinks. +while + APP_HOME=${app_path%"${app_path##*/}"} # leaves a trailing /; empty if no leading path + [ -h "$app_path" ] +do + ls=$( ls -ld "$app_path" ) + link=${ls#*' -> '} + case $link in #( + /*) app_path=$link ;; #( + *) app_path=$APP_HOME$link ;; + esac +done + +# This is normally unused +# shellcheck disable=SC2034 +APP_BASE_NAME=${0##*/} +# Discard cd standard output in case $CDPATH is set (https://github.com/gradle/gradle/issues/25036) +APP_HOME=$( cd -P "${APP_HOME:-./}" > /dev/null && printf '%s +' "$PWD" ) || exit + +# Use the maximum available, or set MAX_FD != -1 to use that value. +MAX_FD=maximum + +warn () { + echo "$*" +} >&2 + +die () { + echo + echo "$*" + echo + exit 1 +} >&2 + +# OS specific support (must be 'true' or 'false'). +cygwin=false +msys=false +darwin=false +nonstop=false +case "$( uname )" in #( + CYGWIN* ) cygwin=true ;; #( + Darwin* ) darwin=true ;; #( + MSYS* | MINGW* ) msys=true ;; #( + NONSTOP* ) nonstop=true ;; +esac + +CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar + + +# Determine the Java command to use to start the JVM. +if [ -n "$JAVA_HOME" ] ; then + if [ -x "$JAVA_HOME/jre/sh/java" ] ; then + # IBM's JDK on AIX uses strange locations for the executables + JAVACMD=$JAVA_HOME/jre/sh/java + else + JAVACMD=$JAVA_HOME/bin/java + fi + if [ ! -x "$JAVACMD" ] ; then + die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." + fi +else + JAVACMD=java + if ! command -v java >/dev/null 2>&1 + then + die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." + fi +fi + +# Increase the maximum file descriptors if we can. +if ! "$cygwin" && ! "$darwin" && ! "$nonstop" ; then + case $MAX_FD in #( + max*) + # In POSIX sh, ulimit -H is undefined. That's why the result is checked to see if it worked. + # shellcheck disable=SC2039,SC3045 + MAX_FD=$( ulimit -H -n ) || + warn "Could not query maximum file descriptor limit" + esac + case $MAX_FD in #( + '' | soft) :;; #( + *) + # In POSIX sh, ulimit -n is undefined. That's why the result is checked to see if it worked. + # shellcheck disable=SC2039,SC3045 + ulimit -n "$MAX_FD" || + warn "Could not set maximum file descriptor limit to $MAX_FD" + esac +fi + +# Collect all arguments for the java command, stacking in reverse order: +# * args from the command line +# * the main class name +# * -classpath +# * -D...appname settings +# * --module-path (only if needed) +# * DEFAULT_JVM_OPTS, JAVA_OPTS, and GRADLE_OPTS environment variables. + +# For Cygwin or MSYS, switch paths to Windows format before running java +if "$cygwin" || "$msys" ; then + APP_HOME=$( cygpath --path --mixed "$APP_HOME" ) + CLASSPATH=$( cygpath --path --mixed "$CLASSPATH" ) + + JAVACMD=$( cygpath --unix "$JAVACMD" ) + + # Now convert the arguments - kludge to limit ourselves to /bin/sh + for arg do + if + case $arg in #( + -*) false ;; # don't mess with options #( + /?*) t=${arg#/} t=/${t%%/*} # looks like a POSIX filepath + [ -e "$t" ] ;; #( + *) false ;; + esac + then + arg=$( cygpath --path --ignore --mixed "$arg" ) + fi + # Roll the args list around exactly as many times as the number of + # args, so each arg winds up back in the position where it started, but + # possibly modified. + # + # NB: a `for` loop captures its iteration list before it begins, so + # changing the positional parameters here affects neither the number of + # iterations, nor the values presented in `arg`. + shift # remove old arg + set -- "$@" "$arg" # push replacement arg + done +fi + + +# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"' + +# Collect all arguments for the java command: +# * DEFAULT_JVM_OPTS, JAVA_OPTS, JAVA_OPTS, and optsEnvironmentVar are not allowed to contain shell fragments, +# and any embedded shellness will be escaped. +# * For example: A user cannot expect ${Hostname} to be expanded, as it is an environment variable and will be +# treated as '${Hostname}' itself on the command line. + +set -- \ + "-Dorg.gradle.appname=$APP_BASE_NAME" \ + -classpath "$CLASSPATH" \ + org.gradle.wrapper.GradleWrapperMain \ + "$@" + +# Stop when "xargs" is not available. +if ! command -v xargs >/dev/null 2>&1 +then + die "xargs is not available" +fi + +# Use "xargs" to parse quoted args. +# +# With -n1 it outputs one arg per line, with the quotes and backslashes removed. +# +# In Bash we could simply go: +# +# readarray ARGS < <( xargs -n1 <<<"$var" ) && +# set -- "${ARGS[@]}" "$@" +# +# but POSIX shell has neither arrays nor command substitution, so instead we +# post-process each arg (as a line of input to sed) to backslash-escape any +# character that might be a shell metacharacter, then use eval to reverse +# that process (while maintaining the separation between arguments), and wrap +# the whole thing up as a single "set" statement. +# +# This will of course break if any of these variables contains a newline or +# an unmatched quote. +# + +eval "set -- $( + printf '%s\n' "$DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS" | + xargs -n1 | + sed ' s~[^-[:alnum:]+,./:=@_]~\\&~g; ' | + tr '\n' ' ' + )" '"$@"' + +exec "$JAVACMD" "$@" diff --git a/examples/text-embeddings/android/gradlew.bat b/examples/text-embeddings/android/gradlew.bat new file mode 100644 index 000000000..9d21a2183 --- /dev/null +++ b/examples/text-embeddings/android/gradlew.bat @@ -0,0 +1,94 @@ +@rem +@rem Copyright 2015 the original author or authors. +@rem +@rem Licensed under the Apache License, Version 2.0 (the "License"); +@rem you may not use this file except in compliance with the License. +@rem You may obtain a copy of the License at +@rem +@rem https://www.apache.org/licenses/LICENSE-2.0 +@rem +@rem Unless required by applicable law or agreed to in writing, software +@rem distributed under the License is distributed on an "AS IS" BASIS, +@rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +@rem See the License for the specific language governing permissions and +@rem limitations under the License. +@rem +@rem SPDX-License-Identifier: Apache-2.0 +@rem + +@if "%DEBUG%"=="" @echo off +@rem ########################################################################## +@rem +@rem Gradle startup script for Windows +@rem +@rem ########################################################################## + +@rem Set local scope for the variables with windows NT shell +if "%OS%"=="Windows_NT" setlocal + +set DIRNAME=%~dp0 +if "%DIRNAME%"=="" set DIRNAME=. +@rem This is normally unused +set APP_BASE_NAME=%~n0 +set APP_HOME=%DIRNAME% + +@rem Resolve any "." and ".." in APP_HOME to make it shorter. +for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi + +@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" + +@rem Find java.exe +if defined JAVA_HOME goto findJavaFromJavaHome + +set JAVA_EXE=java.exe +%JAVA_EXE% -version >NUL 2>&1 +if %ERRORLEVEL% equ 0 goto execute + +echo. 1>&2 +echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. 1>&2 +echo. 1>&2 +echo Please set the JAVA_HOME variable in your environment to match the 1>&2 +echo location of your Java installation. 1>&2 + +goto fail + +:findJavaFromJavaHome +set JAVA_HOME=%JAVA_HOME:"=% +set JAVA_EXE=%JAVA_HOME%/bin/java.exe + +if exist "%JAVA_EXE%" goto execute + +echo. 1>&2 +echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% 1>&2 +echo. 1>&2 +echo Please set the JAVA_HOME variable in your environment to match the 1>&2 +echo location of your Java installation. 1>&2 + +goto fail + +:execute +@rem Setup the command line + +set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar + + +@rem Execute Gradle +"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %* + +:end +@rem End local scope for the variables with windows NT shell +if %ERRORLEVEL% equ 0 goto mainEnd + +:fail +rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of +rem the _cmd.exe /c_ return code! +set EXIT_CODE=%ERRORLEVEL% +if %EXIT_CODE% equ 0 set EXIT_CODE=1 +if not ""=="%GRADLE_EXIT_CONSOLE%" exit %EXIT_CODE% +exit /b %EXIT_CODE% + +:mainEnd +if "%OS%"=="Windows_NT" endlocal + +:omega diff --git a/examples/text-embeddings/android/settings.gradle b/examples/text-embeddings/android/settings.gradle new file mode 100644 index 000000000..759e64f56 --- /dev/null +++ b/examples/text-embeddings/android/settings.gradle @@ -0,0 +1,38 @@ +pluginManagement { + includeBuild(new File(["node", "--print", "require.resolve('@react-native/gradle-plugin/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim()).getParentFile().toString()) +} +plugins { id("com.facebook.react.settings") } + +extensions.configure(com.facebook.react.ReactSettingsExtension) { ex -> + if (System.getenv('EXPO_USE_COMMUNITY_AUTOLINKING') == '1') { + ex.autolinkLibrariesFromCommand() + } else { + def command = [ + 'node', + '--no-warnings', + '--eval', + 'require(require.resolve(\'expo-modules-autolinking\', { paths: [require.resolve(\'expo/package.json\')] }))(process.argv.slice(1))', + 'react-native-config', + '--json', + '--platform', + 'android' + ].toList() + ex.autolinkLibrariesFromCommand(command) + } +} + +rootProject.name = 'text-embeddings' + +dependencyResolutionManagement { + versionCatalogs { + reactAndroidLibs { + from(files(new File(["node", "--print", "require.resolve('react-native/package.json')"].execute(null, rootDir).text.trim(), "../gradle/libs.versions.toml"))) + } + } +} + +apply from: new File(["node", "--print", "require.resolve('expo/package.json')"].execute(null, rootDir).text.trim(), "../scripts/autolinking.gradle"); +useExpoModules() + +include ':app' +includeBuild(new File(["node", "--print", "require.resolve('@react-native/gradle-plugin/package.json', { paths: [require.resolve('react-native/package.json')] })"].execute(null, rootDir).text.trim()).getParentFile()) diff --git a/examples/text-embeddings/app.json b/examples/text-embeddings/app.json new file mode 100644 index 000000000..b7ba184dd --- /dev/null +++ b/examples/text-embeddings/app.json @@ -0,0 +1,30 @@ +{ + "expo": { + "name": "text-embeddings", + "slug": "text-embeddings", + "version": "1.0.0", + "orientation": "portrait", + "icon": "./assets/icon.png", + "userInterfaceStyle": "light", + "newArchEnabled": true, + "splash": { + "image": "./assets/splash-icon.png", + "resizeMode": "contain", + "backgroundColor": "#ffffff" + }, + "ios": { + "supportsTablet": true, + "bundleIdentifier": "com.anonymous.text-embeddings" + }, + "android": { + "adaptiveIcon": { + "foregroundImage": "./assets/adaptive-icon.png", + "backgroundColor": "#ffffff" + }, + "package": "com.anonymous.textembeddings" + }, + "web": { + "favicon": "./assets/favicon.png" + } + } +} diff --git a/examples/text-embeddings/assets/adaptive-icon.png b/examples/text-embeddings/assets/adaptive-icon.png new file mode 100644 index 000000000..03d6f6b6c Binary files /dev/null and b/examples/text-embeddings/assets/adaptive-icon.png differ diff --git a/examples/text-embeddings/assets/favicon.png b/examples/text-embeddings/assets/favicon.png new file mode 100644 index 000000000..e75f697b1 Binary files /dev/null and b/examples/text-embeddings/assets/favicon.png differ diff --git a/examples/text-embeddings/assets/icon.png b/examples/text-embeddings/assets/icon.png new file mode 100644 index 000000000..a0b1526fc Binary files /dev/null and b/examples/text-embeddings/assets/icon.png differ diff --git a/examples/text-embeddings/assets/splash-icon.png b/examples/text-embeddings/assets/splash-icon.png new file mode 100644 index 000000000..03d6f6b6c Binary files /dev/null and b/examples/text-embeddings/assets/splash-icon.png differ diff --git a/examples/text-embeddings/index.ts b/examples/text-embeddings/index.ts new file mode 100644 index 000000000..1d6e981ef --- /dev/null +++ b/examples/text-embeddings/index.ts @@ -0,0 +1,8 @@ +import { registerRootComponent } from 'expo'; + +import App from './App'; + +// registerRootComponent calls AppRegistry.registerComponent('main', () => App); +// It also ensures that whether you load the app in Expo Go or in a native build, +// the environment is set up appropriately +registerRootComponent(App); diff --git a/examples/text-embeddings/ios/.gitignore b/examples/text-embeddings/ios/.gitignore new file mode 100644 index 000000000..8beb34430 --- /dev/null +++ b/examples/text-embeddings/ios/.gitignore @@ -0,0 +1,30 @@ +# OSX +# +.DS_Store + +# Xcode +# +build/ +*.pbxuser +!default.pbxuser +*.mode1v3 +!default.mode1v3 +*.mode2v3 +!default.mode2v3 +*.perspectivev3 +!default.perspectivev3 +xcuserdata +*.xccheckout +*.moved-aside +DerivedData +*.hmap +*.ipa +*.xcuserstate +project.xcworkspace +.xcode.env.local + +# Bundle artifacts +*.jsbundle + +# CocoaPods +/Pods/ diff --git a/examples/text-embeddings/ios/.xcode.env b/examples/text-embeddings/ios/.xcode.env new file mode 100644 index 000000000..3d5782c71 --- /dev/null +++ b/examples/text-embeddings/ios/.xcode.env @@ -0,0 +1,11 @@ +# This `.xcode.env` file is versioned and is used to source the environment +# used when running script phases inside Xcode. +# To customize your local environment, you can create an `.xcode.env.local` +# file that is not versioned. + +# NODE_BINARY variable contains the PATH to the node executable. +# +# Customize the NODE_BINARY variable here. +# For example, to use nvm with brew, add the following line +# . "$(brew --prefix nvm)/nvm.sh" --no-use +export NODE_BINARY=$(command -v node) diff --git a/examples/text-embeddings/ios/Podfile b/examples/text-embeddings/ios/Podfile new file mode 100644 index 000000000..ccf4ae9ac --- /dev/null +++ b/examples/text-embeddings/ios/Podfile @@ -0,0 +1,66 @@ +require File.join(File.dirname(`node --print "require.resolve('expo/package.json')"`), "scripts/autolinking") +require File.join(File.dirname(`node --print "require.resolve('react-native/package.json')"`), "scripts/react_native_pods") + +require 'json' +podfile_properties = JSON.parse(File.read(File.join(__dir__, 'Podfile.properties.json'))) rescue {} + +ENV['RCT_NEW_ARCH_ENABLED'] = podfile_properties['newArchEnabled'] == 'true' ? '1' : '0' +ENV['EX_DEV_CLIENT_NETWORK_INSPECTOR'] = podfile_properties['EX_DEV_CLIENT_NETWORK_INSPECTOR'] + +platform :ios, podfile_properties['ios.deploymentTarget'] || '15.1' +install! 'cocoapods', + :deterministic_uuids => false + +prepare_react_native_project! + +target 'textembeddings' do + use_expo_modules! + + if ENV['EXPO_USE_COMMUNITY_AUTOLINKING'] == '1' + config_command = ['node', '-e', "process.argv=['', '', 'config'];require('@react-native-community/cli').run()"]; + else + config_command = [ + 'node', + '--no-warnings', + '--eval', + 'require(require.resolve(\'expo-modules-autolinking\', { paths: [require.resolve(\'expo/package.json\')] }))(process.argv.slice(1))', + 'react-native-config', + '--json', + '--platform', + 'ios' + ] + end + + config = use_native_modules!(config_command) + + use_frameworks! :linkage => podfile_properties['ios.useFrameworks'].to_sym if podfile_properties['ios.useFrameworks'] + use_frameworks! :linkage => ENV['USE_FRAMEWORKS'].to_sym if ENV['USE_FRAMEWORKS'] + + use_react_native!( + :path => config[:reactNativePath], + :hermes_enabled => podfile_properties['expo.jsEngine'] == nil || podfile_properties['expo.jsEngine'] == 'hermes', + # An absolute path to your application root. + :app_path => "#{Pod::Config.instance.installation_root}/..", + :privacy_file_aggregation_enabled => podfile_properties['apple.privacyManifestAggregationEnabled'] != 'false', + ) + + post_install do |installer| + react_native_post_install( + installer, + config[:reactNativePath], + :mac_catalyst_enabled => false, + :ccache_enabled => podfile_properties['apple.ccacheEnabled'] == 'true', + ) + + # This is necessary for Xcode 14, because it signs resource bundles by default + # when building for devices. + installer.target_installation_results.pod_target_installation_results + .each do |pod_name, target_installation_result| + target_installation_result.resource_bundle_targets.each do |resource_bundle_target| + resource_bundle_target.build_configurations.each do |config| + config.build_settings['CODE_SIGNING_ALLOWED'] = 'NO' + end + end + end + end +end diff --git a/examples/text-embeddings/ios/Podfile.lock b/examples/text-embeddings/ios/Podfile.lock new file mode 100644 index 000000000..86cf9ca44 --- /dev/null +++ b/examples/text-embeddings/ios/Podfile.lock @@ -0,0 +1,1881 @@ +PODS: + - boost (1.84.0) + - DoubleConversion (1.1.6) + - EXConstants (17.0.8): + - ExpoModulesCore + - Expo (52.0.42): + - ExpoModulesCore + - ExpoAsset (11.0.5): + - ExpoModulesCore + - ExpoFileSystem (18.0.12): + - ExpoModulesCore + - ExpoFont (13.0.4): + - ExpoModulesCore + - ExpoKeepAwake (14.0.3): + - ExpoModulesCore + - ExpoModulesCore (2.2.3): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-jsinspector + - React-NativeModulesApple + - React-RCTAppDelegate + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - FBLazyVector (0.76.8) + - fmt (9.1.0) + - glog (0.3.5) + - hermes-engine (0.76.8): + - hermes-engine/Pre-built (= 0.76.8) + - hermes-engine/Pre-built (0.76.8) + - opencv-rne (4.11.0) + - RCT-Folly (2024.01.01.00): + - boost + - DoubleConversion + - fmt (= 9.1.0) + - glog + - RCT-Folly/Default (= 2024.01.01.00) + - RCT-Folly/Default (2024.01.01.00): + - boost + - DoubleConversion + - fmt (= 9.1.0) + - glog + - RCT-Folly/Fabric (2024.01.01.00): + - boost + - DoubleConversion + - fmt (= 9.1.0) + - glog + - RCTDeprecation (0.76.8) + - RCTRequired (0.76.8) + - RCTTypeSafety (0.76.8): + - FBLazyVector (= 0.76.8) + - RCTRequired (= 0.76.8) + - React-Core (= 0.76.8) + - React (0.76.8): + - React-Core (= 0.76.8) + - React-Core/DevSupport (= 0.76.8) + - React-Core/RCTWebSocket (= 0.76.8) + - React-RCTActionSheet (= 0.76.8) + - React-RCTAnimation (= 0.76.8) + - React-RCTBlob (= 0.76.8) + - React-RCTImage (= 0.76.8) + - React-RCTLinking (= 0.76.8) + - React-RCTNetwork (= 0.76.8) + - React-RCTSettings (= 0.76.8) + - React-RCTText (= 0.76.8) + - React-RCTVibration (= 0.76.8) + - React-callinvoker (0.76.8) + - React-Core (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default (= 0.76.8) + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/CoreModulesHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/Default (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/DevSupport (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default (= 0.76.8) + - React-Core/RCTWebSocket (= 0.76.8) + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTActionSheetHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTAnimationHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTBlobHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTImageHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTLinkingHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTNetworkHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTSettingsHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTTextHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTVibrationHeaders (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-Core/RCTWebSocket (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTDeprecation + - React-Core/Default (= 0.76.8) + - React-cxxreact + - React-featureflags + - React-hermes + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-perflogger + - React-runtimescheduler + - React-utils + - SocketRocket (= 0.7.1) + - Yoga + - React-CoreModules (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - RCT-Folly (= 2024.01.01.00) + - RCTTypeSafety (= 0.76.8) + - React-Core/CoreModulesHeaders (= 0.76.8) + - React-jsi (= 0.76.8) + - React-jsinspector + - React-NativeModulesApple + - React-RCTBlob + - React-RCTImage (= 0.76.8) + - ReactCodegen + - ReactCommon + - SocketRocket (= 0.7.1) + - React-cxxreact (0.76.8): + - boost + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-callinvoker (= 0.76.8) + - React-debug (= 0.76.8) + - React-jsi (= 0.76.8) + - React-jsinspector + - React-logger (= 0.76.8) + - React-perflogger (= 0.76.8) + - React-runtimeexecutor (= 0.76.8) + - React-timing (= 0.76.8) + - React-debug (0.76.8) + - React-defaultsnativemodule (0.76.8): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-domnativemodule + - React-Fabric + - React-featureflags + - React-featureflagsnativemodule + - React-graphics + - React-idlecallbacksnativemodule + - React-ImageManager + - React-microtasksnativemodule + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-domnativemodule (0.76.8): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-FabricComponents + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-Fabric (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/animations (= 0.76.8) + - React-Fabric/attributedstring (= 0.76.8) + - React-Fabric/componentregistry (= 0.76.8) + - React-Fabric/componentregistrynative (= 0.76.8) + - React-Fabric/components (= 0.76.8) + - React-Fabric/core (= 0.76.8) + - React-Fabric/dom (= 0.76.8) + - React-Fabric/imagemanager (= 0.76.8) + - React-Fabric/leakchecker (= 0.76.8) + - React-Fabric/mounting (= 0.76.8) + - React-Fabric/observers (= 0.76.8) + - React-Fabric/scheduler (= 0.76.8) + - React-Fabric/telemetry (= 0.76.8) + - React-Fabric/templateprocessor (= 0.76.8) + - React-Fabric/uimanager (= 0.76.8) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/animations (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/attributedstring (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/componentregistry (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/componentregistrynative (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/components (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/components/legacyviewmanagerinterop (= 0.76.8) + - React-Fabric/components/root (= 0.76.8) + - React-Fabric/components/view (= 0.76.8) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/components/legacyviewmanagerinterop (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/components/root (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/components/view (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - Yoga + - React-Fabric/core (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/dom (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/imagemanager (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/leakchecker (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/mounting (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/observers (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/observers/events (= 0.76.8) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/observers/events (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/scheduler (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/observers/events + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-performancetimeline + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/telemetry (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/templateprocessor (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/uimanager (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric/uimanager/consistency (= 0.76.8) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererconsistency + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-Fabric/uimanager/consistency (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererconsistency + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCommon/turbomodule/core + - React-FabricComponents (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-FabricComponents/components (= 0.76.8) + - React-FabricComponents/textlayoutmanager (= 0.76.8) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-FabricComponents/components/inputaccessory (= 0.76.8) + - React-FabricComponents/components/iostextinput (= 0.76.8) + - React-FabricComponents/components/modal (= 0.76.8) + - React-FabricComponents/components/rncore (= 0.76.8) + - React-FabricComponents/components/safeareaview (= 0.76.8) + - React-FabricComponents/components/scrollview (= 0.76.8) + - React-FabricComponents/components/text (= 0.76.8) + - React-FabricComponents/components/textinput (= 0.76.8) + - React-FabricComponents/components/unimplementedview (= 0.76.8) + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/inputaccessory (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/iostextinput (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/modal (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/rncore (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/safeareaview (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/scrollview (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/text (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/textinput (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/components/unimplementedview (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricComponents/textlayoutmanager (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-cxxreact + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-logger + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/core + - Yoga + - React-FabricImage (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - RCTRequired (= 0.76.8) + - RCTTypeSafety (= 0.76.8) + - React-Fabric + - React-graphics + - React-ImageManager + - React-jsi + - React-jsiexecutor (= 0.76.8) + - React-logger + - React-rendererdebug + - React-utils + - ReactCommon + - Yoga + - React-featureflags (0.76.8) + - React-featureflagsnativemodule (0.76.8): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-graphics (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - RCT-Folly/Fabric (= 2024.01.01.00) + - React-jsi + - React-jsiexecutor + - React-utils + - React-hermes (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-cxxreact (= 0.76.8) + - React-jsi + - React-jsiexecutor (= 0.76.8) + - React-jsinspector + - React-perflogger (= 0.76.8) + - React-runtimeexecutor + - React-idlecallbacksnativemodule (0.76.8): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - React-ImageManager (0.76.8): + - glog + - RCT-Folly/Fabric + - React-Core/Default + - React-debug + - React-Fabric + - React-graphics + - React-rendererdebug + - React-utils + - React-jserrorhandler (0.76.8): + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - React-cxxreact + - React-debug + - React-jsi + - React-jsi (0.76.8): + - boost + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-jsiexecutor (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-cxxreact (= 0.76.8) + - React-jsi (= 0.76.8) + - React-jsinspector + - React-perflogger (= 0.76.8) + - React-jsinspector (0.76.8): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-featureflags + - React-jsi + - React-perflogger (= 0.76.8) + - React-runtimeexecutor (= 0.76.8) + - React-jsitracing (0.76.8): + - React-jsi + - React-logger (0.76.8): + - glog + - React-Mapbuffer (0.76.8): + - glog + - React-debug + - React-microtasksnativemodule (0.76.8): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - Yoga + - react-native-executorch (20250401133031): + - DoubleConversion + - glog + - hermes-engine + - opencv-rne (~> 4.11.0) + - RCT-Folly (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-featureflags + - React-graphics + - React-ImageManager + - React-NativeModulesApple + - React-RCTFabric + - React-rendererdebug + - React-utils + - ReactCodegen + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - sqlite3 + - Yoga + - React-nativeconfig (0.76.8) + - React-NativeModulesApple (0.76.8): + - glog + - hermes-engine + - React-callinvoker + - React-Core + - React-cxxreact + - React-jsi + - React-jsinspector + - React-runtimeexecutor + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - React-perflogger (0.76.8): + - DoubleConversion + - RCT-Folly (= 2024.01.01.00) + - React-performancetimeline (0.76.8): + - RCT-Folly (= 2024.01.01.00) + - React-cxxreact + - React-timing + - React-RCTActionSheet (0.76.8): + - React-Core/RCTActionSheetHeaders (= 0.76.8) + - React-RCTAnimation (0.76.8): + - RCT-Folly (= 2024.01.01.00) + - RCTTypeSafety + - React-Core/RCTAnimationHeaders + - React-jsi + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - React-RCTAppDelegate (0.76.8): + - RCT-Folly (= 2024.01.01.00) + - RCTRequired + - RCTTypeSafety + - React-Core + - React-CoreModules + - React-debug + - React-defaultsnativemodule + - React-Fabric + - React-featureflags + - React-graphics + - React-hermes + - React-nativeconfig + - React-NativeModulesApple + - React-RCTFabric + - React-RCTImage + - React-RCTNetwork + - React-rendererdebug + - React-RuntimeApple + - React-RuntimeCore + - React-RuntimeHermes + - React-runtimescheduler + - React-utils + - ReactCodegen + - ReactCommon + - React-RCTBlob (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-Core/RCTBlobHeaders + - React-Core/RCTWebSocket + - React-jsi + - React-jsinspector + - React-NativeModulesApple + - React-RCTNetwork + - ReactCodegen + - ReactCommon + - React-RCTFabric (0.76.8): + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - React-Core + - React-debug + - React-Fabric + - React-FabricComponents + - React-FabricImage + - React-featureflags + - React-graphics + - React-ImageManager + - React-jsi + - React-jsinspector + - React-nativeconfig + - React-performancetimeline + - React-RCTImage + - React-RCTText + - React-rendererconsistency + - React-rendererdebug + - React-runtimescheduler + - React-utils + - Yoga + - React-RCTImage (0.76.8): + - RCT-Folly (= 2024.01.01.00) + - RCTTypeSafety + - React-Core/RCTImageHeaders + - React-jsi + - React-NativeModulesApple + - React-RCTNetwork + - ReactCodegen + - ReactCommon + - React-RCTLinking (0.76.8): + - React-Core/RCTLinkingHeaders (= 0.76.8) + - React-jsi (= 0.76.8) + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - ReactCommon/turbomodule/core (= 0.76.8) + - React-RCTNetwork (0.76.8): + - RCT-Folly (= 2024.01.01.00) + - RCTTypeSafety + - React-Core/RCTNetworkHeaders + - React-jsi + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - React-RCTSettings (0.76.8): + - RCT-Folly (= 2024.01.01.00) + - RCTTypeSafety + - React-Core/RCTSettingsHeaders + - React-jsi + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - React-RCTText (0.76.8): + - React-Core/RCTTextHeaders (= 0.76.8) + - Yoga + - React-RCTVibration (0.76.8): + - RCT-Folly (= 2024.01.01.00) + - React-Core/RCTVibrationHeaders + - React-jsi + - React-NativeModulesApple + - ReactCodegen + - ReactCommon + - React-rendererconsistency (0.76.8) + - React-rendererdebug (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - RCT-Folly (= 2024.01.01.00) + - React-debug + - React-rncore (0.76.8) + - React-RuntimeApple (0.76.8): + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - React-callinvoker + - React-Core/Default + - React-CoreModules + - React-cxxreact + - React-jserrorhandler + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-Mapbuffer + - React-NativeModulesApple + - React-RCTFabric + - React-RuntimeCore + - React-runtimeexecutor + - React-RuntimeHermes + - React-runtimescheduler + - React-utils + - React-RuntimeCore (0.76.8): + - glog + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - React-cxxreact + - React-featureflags + - React-jserrorhandler + - React-jsi + - React-jsiexecutor + - React-jsinspector + - React-performancetimeline + - React-runtimeexecutor + - React-runtimescheduler + - React-utils + - React-runtimeexecutor (0.76.8): + - React-jsi (= 0.76.8) + - React-RuntimeHermes (0.76.8): + - hermes-engine + - RCT-Folly/Fabric (= 2024.01.01.00) + - React-featureflags + - React-hermes + - React-jsi + - React-jsinspector + - React-jsitracing + - React-nativeconfig + - React-RuntimeCore + - React-utils + - React-runtimescheduler (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-callinvoker + - React-cxxreact + - React-debug + - React-featureflags + - React-jsi + - React-performancetimeline + - React-rendererconsistency + - React-rendererdebug + - React-runtimeexecutor + - React-timing + - React-utils + - React-timing (0.76.8) + - React-utils (0.76.8): + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-debug + - React-jsi (= 0.76.8) + - ReactCodegen (0.76.8): + - DoubleConversion + - glog + - hermes-engine + - RCT-Folly + - RCTRequired + - RCTTypeSafety + - React-Core + - React-debug + - React-Fabric + - React-FabricImage + - React-featureflags + - React-graphics + - React-jsi + - React-jsiexecutor + - React-NativeModulesApple + - React-rendererdebug + - React-utils + - ReactCommon/turbomodule/bridging + - ReactCommon/turbomodule/core + - ReactCommon (0.76.8): + - ReactCommon/turbomodule (= 0.76.8) + - ReactCommon/turbomodule (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-callinvoker (= 0.76.8) + - React-cxxreact (= 0.76.8) + - React-jsi (= 0.76.8) + - React-logger (= 0.76.8) + - React-perflogger (= 0.76.8) + - ReactCommon/turbomodule/bridging (= 0.76.8) + - ReactCommon/turbomodule/core (= 0.76.8) + - ReactCommon/turbomodule/bridging (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-callinvoker (= 0.76.8) + - React-cxxreact (= 0.76.8) + - React-jsi (= 0.76.8) + - React-logger (= 0.76.8) + - React-perflogger (= 0.76.8) + - ReactCommon/turbomodule/core (0.76.8): + - DoubleConversion + - fmt (= 9.1.0) + - glog + - hermes-engine + - RCT-Folly (= 2024.01.01.00) + - React-callinvoker (= 0.76.8) + - React-cxxreact (= 0.76.8) + - React-debug (= 0.76.8) + - React-featureflags (= 0.76.8) + - React-jsi (= 0.76.8) + - React-logger (= 0.76.8) + - React-perflogger (= 0.76.8) + - React-utils (= 0.76.8) + - SocketRocket (0.7.1) + - sqlite3 (3.49.1): + - sqlite3/common (= 3.49.1) + - sqlite3/common (3.49.1) + - Yoga (0.0.0) + +DEPENDENCIES: + - boost (from `../node_modules/react-native/third-party-podspecs/boost.podspec`) + - DoubleConversion (from `../node_modules/react-native/third-party-podspecs/DoubleConversion.podspec`) + - EXConstants (from `../node_modules/expo-constants/ios`) + - Expo (from `../node_modules/expo`) + - ExpoAsset (from `../node_modules/expo-asset/ios`) + - ExpoFileSystem (from `../node_modules/expo-file-system/ios`) + - ExpoFont (from `../node_modules/expo-font/ios`) + - ExpoKeepAwake (from `../node_modules/expo-keep-awake/ios`) + - ExpoModulesCore (from `../node_modules/expo-modules-core`) + - FBLazyVector (from `../node_modules/react-native/Libraries/FBLazyVector`) + - fmt (from `../node_modules/react-native/third-party-podspecs/fmt.podspec`) + - glog (from `../node_modules/react-native/third-party-podspecs/glog.podspec`) + - hermes-engine (from `../node_modules/react-native/sdks/hermes-engine/hermes-engine.podspec`) + - RCT-Folly (from `../node_modules/react-native/third-party-podspecs/RCT-Folly.podspec`) + - RCT-Folly/Fabric (from `../node_modules/react-native/third-party-podspecs/RCT-Folly.podspec`) + - RCTDeprecation (from `../node_modules/react-native/ReactApple/Libraries/RCTFoundation/RCTDeprecation`) + - RCTRequired (from `../node_modules/react-native/Libraries/Required`) + - RCTTypeSafety (from `../node_modules/react-native/Libraries/TypeSafety`) + - React (from `../node_modules/react-native/`) + - React-callinvoker (from `../node_modules/react-native/ReactCommon/callinvoker`) + - React-Core (from `../node_modules/react-native/`) + - React-Core/RCTWebSocket (from `../node_modules/react-native/`) + - React-CoreModules (from `../node_modules/react-native/React/CoreModules`) + - React-cxxreact (from `../node_modules/react-native/ReactCommon/cxxreact`) + - React-debug (from `../node_modules/react-native/ReactCommon/react/debug`) + - React-defaultsnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/defaults`) + - React-domnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/dom`) + - React-Fabric (from `../node_modules/react-native/ReactCommon`) + - React-FabricComponents (from `../node_modules/react-native/ReactCommon`) + - React-FabricImage (from `../node_modules/react-native/ReactCommon`) + - React-featureflags (from `../node_modules/react-native/ReactCommon/react/featureflags`) + - React-featureflagsnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/featureflags`) + - React-graphics (from `../node_modules/react-native/ReactCommon/react/renderer/graphics`) + - React-hermes (from `../node_modules/react-native/ReactCommon/hermes`) + - React-idlecallbacksnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/idlecallbacks`) + - React-ImageManager (from `../node_modules/react-native/ReactCommon/react/renderer/imagemanager/platform/ios`) + - React-jserrorhandler (from `../node_modules/react-native/ReactCommon/jserrorhandler`) + - React-jsi (from `../node_modules/react-native/ReactCommon/jsi`) + - React-jsiexecutor (from `../node_modules/react-native/ReactCommon/jsiexecutor`) + - React-jsinspector (from `../node_modules/react-native/ReactCommon/jsinspector-modern`) + - React-jsitracing (from `../node_modules/react-native/ReactCommon/hermes/executor/`) + - React-logger (from `../node_modules/react-native/ReactCommon/logger`) + - React-Mapbuffer (from `../node_modules/react-native/ReactCommon`) + - React-microtasksnativemodule (from `../node_modules/react-native/ReactCommon/react/nativemodule/microtasks`) + - react-native-executorch (from `../node_modules/react-native-executorch`) + - React-nativeconfig (from `../node_modules/react-native/ReactCommon`) + - React-NativeModulesApple (from `../node_modules/react-native/ReactCommon/react/nativemodule/core/platform/ios`) + - React-perflogger (from `../node_modules/react-native/ReactCommon/reactperflogger`) + - React-performancetimeline (from `../node_modules/react-native/ReactCommon/react/performance/timeline`) + - React-RCTActionSheet (from `../node_modules/react-native/Libraries/ActionSheetIOS`) + - React-RCTAnimation (from `../node_modules/react-native/Libraries/NativeAnimation`) + - React-RCTAppDelegate (from `../node_modules/react-native/Libraries/AppDelegate`) + - React-RCTBlob (from `../node_modules/react-native/Libraries/Blob`) + - React-RCTFabric (from `../node_modules/react-native/React`) + - React-RCTImage (from `../node_modules/react-native/Libraries/Image`) + - React-RCTLinking (from `../node_modules/react-native/Libraries/LinkingIOS`) + - React-RCTNetwork (from `../node_modules/react-native/Libraries/Network`) + - React-RCTSettings (from `../node_modules/react-native/Libraries/Settings`) + - React-RCTText (from `../node_modules/react-native/Libraries/Text`) + - React-RCTVibration (from `../node_modules/react-native/Libraries/Vibration`) + - React-rendererconsistency (from `../node_modules/react-native/ReactCommon/react/renderer/consistency`) + - React-rendererdebug (from `../node_modules/react-native/ReactCommon/react/renderer/debug`) + - React-rncore (from `../node_modules/react-native/ReactCommon`) + - React-RuntimeApple (from `../node_modules/react-native/ReactCommon/react/runtime/platform/ios`) + - React-RuntimeCore (from `../node_modules/react-native/ReactCommon/react/runtime`) + - React-runtimeexecutor (from `../node_modules/react-native/ReactCommon/runtimeexecutor`) + - React-RuntimeHermes (from `../node_modules/react-native/ReactCommon/react/runtime`) + - React-runtimescheduler (from `../node_modules/react-native/ReactCommon/react/renderer/runtimescheduler`) + - React-timing (from `../node_modules/react-native/ReactCommon/react/timing`) + - React-utils (from `../node_modules/react-native/ReactCommon/react/utils`) + - ReactCodegen (from `build/generated/ios`) + - ReactCommon/turbomodule/core (from `../node_modules/react-native/ReactCommon`) + - Yoga (from `../node_modules/react-native/ReactCommon/yoga`) + +SPEC REPOS: + trunk: + - opencv-rne + - SocketRocket + - sqlite3 + +EXTERNAL SOURCES: + boost: + :podspec: "../node_modules/react-native/third-party-podspecs/boost.podspec" + DoubleConversion: + :podspec: "../node_modules/react-native/third-party-podspecs/DoubleConversion.podspec" + EXConstants: + :path: "../node_modules/expo-constants/ios" + Expo: + :path: "../node_modules/expo" + ExpoAsset: + :path: "../node_modules/expo-asset/ios" + ExpoFileSystem: + :path: "../node_modules/expo-file-system/ios" + ExpoFont: + :path: "../node_modules/expo-font/ios" + ExpoKeepAwake: + :path: "../node_modules/expo-keep-awake/ios" + ExpoModulesCore: + :path: "../node_modules/expo-modules-core" + FBLazyVector: + :path: "../node_modules/react-native/Libraries/FBLazyVector" + fmt: + :podspec: "../node_modules/react-native/third-party-podspecs/fmt.podspec" + glog: + :podspec: "../node_modules/react-native/third-party-podspecs/glog.podspec" + hermes-engine: + :podspec: "../node_modules/react-native/sdks/hermes-engine/hermes-engine.podspec" + :tag: hermes-2024-11-12-RNv0.76.2-5b4aa20c719830dcf5684832b89a6edb95ac3d64 + RCT-Folly: + :podspec: "../node_modules/react-native/third-party-podspecs/RCT-Folly.podspec" + RCTDeprecation: + :path: "../node_modules/react-native/ReactApple/Libraries/RCTFoundation/RCTDeprecation" + RCTRequired: + :path: "../node_modules/react-native/Libraries/Required" + RCTTypeSafety: + :path: "../node_modules/react-native/Libraries/TypeSafety" + React: + :path: "../node_modules/react-native/" + React-callinvoker: + :path: "../node_modules/react-native/ReactCommon/callinvoker" + React-Core: + :path: "../node_modules/react-native/" + React-CoreModules: + :path: "../node_modules/react-native/React/CoreModules" + React-cxxreact: + :path: "../node_modules/react-native/ReactCommon/cxxreact" + React-debug: + :path: "../node_modules/react-native/ReactCommon/react/debug" + React-defaultsnativemodule: + :path: "../node_modules/react-native/ReactCommon/react/nativemodule/defaults" + React-domnativemodule: + :path: "../node_modules/react-native/ReactCommon/react/nativemodule/dom" + React-Fabric: + :path: "../node_modules/react-native/ReactCommon" + React-FabricComponents: + :path: "../node_modules/react-native/ReactCommon" + React-FabricImage: + :path: "../node_modules/react-native/ReactCommon" + React-featureflags: + :path: "../node_modules/react-native/ReactCommon/react/featureflags" + React-featureflagsnativemodule: + :path: "../node_modules/react-native/ReactCommon/react/nativemodule/featureflags" + React-graphics: + :path: "../node_modules/react-native/ReactCommon/react/renderer/graphics" + React-hermes: + :path: "../node_modules/react-native/ReactCommon/hermes" + React-idlecallbacksnativemodule: + :path: "../node_modules/react-native/ReactCommon/react/nativemodule/idlecallbacks" + React-ImageManager: + :path: "../node_modules/react-native/ReactCommon/react/renderer/imagemanager/platform/ios" + React-jserrorhandler: + :path: "../node_modules/react-native/ReactCommon/jserrorhandler" + React-jsi: + :path: "../node_modules/react-native/ReactCommon/jsi" + React-jsiexecutor: + :path: "../node_modules/react-native/ReactCommon/jsiexecutor" + React-jsinspector: + :path: "../node_modules/react-native/ReactCommon/jsinspector-modern" + React-jsitracing: + :path: "../node_modules/react-native/ReactCommon/hermes/executor/" + React-logger: + :path: "../node_modules/react-native/ReactCommon/logger" + React-Mapbuffer: + :path: "../node_modules/react-native/ReactCommon" + React-microtasksnativemodule: + :path: "../node_modules/react-native/ReactCommon/react/nativemodule/microtasks" + react-native-executorch: + :path: "../node_modules/react-native-executorch" + React-nativeconfig: + :path: "../node_modules/react-native/ReactCommon" + React-NativeModulesApple: + :path: "../node_modules/react-native/ReactCommon/react/nativemodule/core/platform/ios" + React-perflogger: + :path: "../node_modules/react-native/ReactCommon/reactperflogger" + React-performancetimeline: + :path: "../node_modules/react-native/ReactCommon/react/performance/timeline" + React-RCTActionSheet: + :path: "../node_modules/react-native/Libraries/ActionSheetIOS" + React-RCTAnimation: + :path: "../node_modules/react-native/Libraries/NativeAnimation" + React-RCTAppDelegate: + :path: "../node_modules/react-native/Libraries/AppDelegate" + React-RCTBlob: + :path: "../node_modules/react-native/Libraries/Blob" + React-RCTFabric: + :path: "../node_modules/react-native/React" + React-RCTImage: + :path: "../node_modules/react-native/Libraries/Image" + React-RCTLinking: + :path: "../node_modules/react-native/Libraries/LinkingIOS" + React-RCTNetwork: + :path: "../node_modules/react-native/Libraries/Network" + React-RCTSettings: + :path: "../node_modules/react-native/Libraries/Settings" + React-RCTText: + :path: "../node_modules/react-native/Libraries/Text" + React-RCTVibration: + :path: "../node_modules/react-native/Libraries/Vibration" + React-rendererconsistency: + :path: "../node_modules/react-native/ReactCommon/react/renderer/consistency" + React-rendererdebug: + :path: "../node_modules/react-native/ReactCommon/react/renderer/debug" + React-rncore: + :path: "../node_modules/react-native/ReactCommon" + React-RuntimeApple: + :path: "../node_modules/react-native/ReactCommon/react/runtime/platform/ios" + React-RuntimeCore: + :path: "../node_modules/react-native/ReactCommon/react/runtime" + React-runtimeexecutor: + :path: "../node_modules/react-native/ReactCommon/runtimeexecutor" + React-RuntimeHermes: + :path: "../node_modules/react-native/ReactCommon/react/runtime" + React-runtimescheduler: + :path: "../node_modules/react-native/ReactCommon/react/renderer/runtimescheduler" + React-timing: + :path: "../node_modules/react-native/ReactCommon/react/timing" + React-utils: + :path: "../node_modules/react-native/ReactCommon/react/utils" + ReactCodegen: + :path: build/generated/ios + ReactCommon: + :path: "../node_modules/react-native/ReactCommon" + Yoga: + :path: "../node_modules/react-native/ReactCommon/yoga" + +SPEC CHECKSUMS: + boost: 1dca942403ed9342f98334bf4c3621f011aa7946 + DoubleConversion: f16ae600a246532c4020132d54af21d0ddb2a385 + EXConstants: fcfc75800824ac2d5c592b5bc74130bad17b146b + Expo: e8f11c8e0290deca7be9254569e23f884b95a777 + ExpoAsset: 48386d40d53a8c1738929b3ed509bcad595b5516 + ExpoFileSystem: 42d363d3b96f9afab980dcef60d5657a4443c655 + ExpoFont: f354e926f8feae5e831ec8087f36652b44a0b188 + ExpoKeepAwake: b0171a73665bfcefcfcc311742a72a956e6aa680 + ExpoModulesCore: 98297c2cc7977c43740a2e52d850d94ac8dbf176 + FBLazyVector: 8fa248633c0736c734d06b43e0f81b1a1bf91395 + fmt: 10c6e61f4be25dc963c36bd73fc7b1705fe975be + glog: 08b301085f15bcbb6ff8632a8ebaf239aae04e6a + hermes-engine: ea89b864870ef107096c440c56eb6cba409b2689 + opencv-rne: 2305807573b6e29c8c87e3416ab096d09047a7a0 + RCT-Folly: 84578c8756030547307e4572ab1947de1685c599 + RCTDeprecation: 7fa7002418c68d8ff065b29e9e9cfd8d904d6c64 + RCTRequired: cabedb3345dcfd519a89098b8a320969e2cb961e + RCTTypeSafety: 70d62625db6430c2c8077233997f93357072d774 + React: 8fa40825f3c915e4e2b8d5b04130946950c82094 + React-callinvoker: d1ae31fcc2fff1d26c54c970b23e79033b8edad8 + React-Core: 27de8d7a08538d3cad9417f084017168b9256df6 + React-CoreModules: 85b8abe30b2dee2575aba908aa60fec086e8b6a4 + React-cxxreact: 024adb26a74c5236c18193e2ef419c64a628c1e9 + React-debug: b6a1e7d672bd7f599d9091cdb80387b4cb7131f6 + React-defaultsnativemodule: acb7529e8efcf877f0dcc7b5709ff5494fbc83f4 + React-domnativemodule: ba317783a506f87a1b91df7f0dc60b82715882ab + React-Fabric: 6faffb936aa34f6160681a6d210689cb368129dd + React-FabricComponents: 15639830b940a6527db3ea7e0cee30fd869bff33 + React-FabricImage: 00ca631921ba95e0303efeece05e8d81c478633b + React-featureflags: 8f4cc160056c8590cbda180a9aa43678874cf928 + 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b/examples/text-embeddings/ios/textembeddings.xcworkspace/contents.xcworkspacedata @@ -0,0 +1,10 @@ + + + + + + + diff --git a/examples/text-embeddings/ios/textembeddings/AppDelegate.h b/examples/text-embeddings/ios/textembeddings/AppDelegate.h new file mode 100644 index 000000000..1f65766b9 --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/AppDelegate.h @@ -0,0 +1,7 @@ +#import +#import +#import + +@interface AppDelegate : EXAppDelegateWrapper + +@end diff --git a/examples/text-embeddings/ios/textembeddings/AppDelegate.mm b/examples/text-embeddings/ios/textembeddings/AppDelegate.mm new file mode 100644 index 000000000..9be55c972 --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/AppDelegate.mm @@ -0,0 +1,87 @@ +#import "AppDelegate.h" + +#import +#import + +@implementation AppDelegate + +- (BOOL)application:(UIApplication *)application + didFinishLaunchingWithOptions:(NSDictionary *)launchOptions { + self.moduleName = @"main"; + + // You can add your custom initial props in the dictionary below. + // They will be passed down to the ViewController used by React Native. + self.initialProps = @{}; + + return [super application:application + didFinishLaunchingWithOptions:launchOptions]; +} + +- (NSURL *)sourceURLForBridge:(RCTBridge *)bridge { + return [self bundleURL]; +} + +- (NSURL *)bundleURL { +#if DEBUG + return [[RCTBundleURLProvider sharedSettings] + jsBundleURLForBundleRoot:@".expo/.virtual-metro-entry"]; +#else + return [[NSBundle mainBundle] URLForResource:@"main" + withExtension:@"jsbundle"]; +#endif +} + +// Linking API +- (BOOL)application:(UIApplication *)application + openURL:(NSURL *)url + options: + (NSDictionary *)options { + return [super application:application openURL:url options:options] || + [RCTLinkingManager application:application + openURL:url + options:options]; +} + +// Universal Links +- (BOOL)application:(UIApplication *)application + continueUserActivity:(nonnull NSUserActivity *)userActivity + restorationHandler: + (nonnull void (^)(NSArray> *_Nullable)) + restorationHandler { + BOOL result = [RCTLinkingManager application:application + continueUserActivity:userActivity + restorationHandler:restorationHandler]; + return [super application:application + continueUserActivity:userActivity + restorationHandler:restorationHandler] || + result; +} + +// Explicitly define remote notification delegates to ensure compatibility with +// some third-party libraries +- (void)application:(UIApplication *)application + didRegisterForRemoteNotificationsWithDeviceToken:(NSData *)deviceToken { + return [super application:application + didRegisterForRemoteNotificationsWithDeviceToken:deviceToken]; +} + +// Explicitly define remote notification delegates to ensure compatibility with +// some third-party libraries +- (void)application:(UIApplication *)application + didFailToRegisterForRemoteNotificationsWithError:(NSError *)error { + return [super application:application + didFailToRegisterForRemoteNotificationsWithError:error]; +} + +// Explicitly define remote notification delegates to ensure compatibility with +// some third-party libraries +- (void)application:(UIApplication *)application + didReceiveRemoteNotification:(NSDictionary *)userInfo + fetchCompletionHandler: + (void (^)(UIBackgroundFetchResult))completionHandler { + return [super application:application + didReceiveRemoteNotification:userInfo + fetchCompletionHandler:completionHandler]; +} + +@end diff --git a/examples/text-embeddings/ios/textembeddings/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png b/examples/text-embeddings/ios/textembeddings/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png new file mode 100644 index 000000000..2732229fa Binary files /dev/null and b/examples/text-embeddings/ios/textembeddings/Images.xcassets/AppIcon.appiconset/App-Icon-1024x1024@1x.png differ diff --git a/examples/text-embeddings/ios/textembeddings/Images.xcassets/AppIcon.appiconset/Contents.json b/examples/text-embeddings/ios/textembeddings/Images.xcassets/AppIcon.appiconset/Contents.json new file mode 100644 index 000000000..5f6956c15 --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/Images.xcassets/AppIcon.appiconset/Contents.json @@ -0,0 +1,14 @@ +{ + "images": [ + { + "filename": "App-Icon-1024x1024@1x.png", + "idiom": "universal", + "platform": "ios", + "size": "1024x1024" + } + ], + "info": { + "version": 1, + "author": "expo" + } +} diff --git a/examples/text-embeddings/ios/textembeddings/Images.xcassets/Contents.json b/examples/text-embeddings/ios/textembeddings/Images.xcassets/Contents.json new file mode 100644 index 000000000..b4ded435d --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/Images.xcassets/Contents.json @@ -0,0 +1,6 @@ +{ + "info": { + "version": 1, + "author": "expo" + } +} diff --git a/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenBackground.colorset/Contents.json b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenBackground.colorset/Contents.json new file mode 100644 index 000000000..3402288ad --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenBackground.colorset/Contents.json @@ -0,0 +1,20 @@ +{ + "colors": [ + { + "color": { + "components": { + "alpha": "1.000", + "blue": "1.00000000000000", + "green": "1.00000000000000", + "red": "1.00000000000000" + }, + "color-space": "srgb" + }, + "idiom": "universal" + } + ], + "info": { + "version": 1, + "author": "expo" + } +} diff --git a/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/Contents.json b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/Contents.json new file mode 100644 index 000000000..f615695d0 --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/Contents.json @@ -0,0 +1,23 @@ +{ + "images": [ + { + "idiom": "universal", + "filename": "image.png", + "scale": "1x" + }, + { + "idiom": "universal", + "filename": "image@2x.png", + "scale": "2x" + }, + { + "idiom": "universal", + "filename": "image@3x.png", + "scale": "3x" + } + ], + "info": { + "version": 1, + "author": "expo" + } +} diff --git a/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/image.png b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/image.png new file mode 100644 index 000000000..b9ff0fcbf Binary files /dev/null and b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/image.png differ diff --git a/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/image@2x.png b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/image@2x.png new file mode 100644 index 000000000..b9ff0fcbf Binary files /dev/null and b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/image@2x.png differ diff --git a/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/image@3x.png b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/image@3x.png new file mode 100644 index 000000000..b9ff0fcbf Binary files /dev/null and b/examples/text-embeddings/ios/textembeddings/Images.xcassets/SplashScreenLogo.imageset/image@3x.png differ diff --git a/examples/text-embeddings/ios/textembeddings/Info.plist b/examples/text-embeddings/ios/textembeddings/Info.plist new file mode 100644 index 000000000..45dd29139 --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/Info.plist @@ -0,0 +1,74 @@ + + + + + CADisableMinimumFrameDurationOnPhone + + CFBundleDevelopmentRegion + $(DEVELOPMENT_LANGUAGE) + CFBundleDisplayName + text-embeddings + CFBundleExecutable + $(EXECUTABLE_NAME) + CFBundleIdentifier + $(PRODUCT_BUNDLE_IDENTIFIER) + CFBundleInfoDictionaryVersion + 6.0 + CFBundleName + $(PRODUCT_NAME) + CFBundlePackageType + $(PRODUCT_BUNDLE_PACKAGE_TYPE) + CFBundleShortVersionString + 1.0.0 + CFBundleSignature + ???? + CFBundleURLTypes + + + CFBundleURLSchemes + + com.anonymous.text-embeddings + + + + CFBundleVersion + 1 + LSMinimumSystemVersion + 12.0 + LSRequiresIPhoneOS + + NSAppTransportSecurity + + NSAllowsArbitraryLoads + + NSAllowsLocalNetworking + + + UILaunchStoryboardName + SplashScreen + UIRequiredDeviceCapabilities + + arm64 + + UIRequiresFullScreen + + UIStatusBarStyle + UIStatusBarStyleDefault + UISupportedInterfaceOrientations + + UIInterfaceOrientationPortrait + UIInterfaceOrientationPortraitUpsideDown + + UISupportedInterfaceOrientations~ipad + + UIInterfaceOrientationPortrait + UIInterfaceOrientationPortraitUpsideDown + UIInterfaceOrientationLandscapeLeft + UIInterfaceOrientationLandscapeRight + + UIUserInterfaceStyle + Light + UIViewControllerBasedStatusBarAppearance + + + \ No newline at end of file diff --git a/examples/text-embeddings/ios/textembeddings/PrivacyInfo.xcprivacy b/examples/text-embeddings/ios/textembeddings/PrivacyInfo.xcprivacy new file mode 100644 index 000000000..5bb83c5d4 --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/PrivacyInfo.xcprivacy @@ -0,0 +1,48 @@ + + + + + NSPrivacyAccessedAPITypes + + + NSPrivacyAccessedAPIType + NSPrivacyAccessedAPICategoryUserDefaults + NSPrivacyAccessedAPITypeReasons + + CA92.1 + + + + NSPrivacyAccessedAPIType + NSPrivacyAccessedAPICategoryFileTimestamp + NSPrivacyAccessedAPITypeReasons + + 0A2A.1 + 3B52.1 + C617.1 + + + + NSPrivacyAccessedAPIType + NSPrivacyAccessedAPICategoryDiskSpace + NSPrivacyAccessedAPITypeReasons + + E174.1 + 85F4.1 + + + + NSPrivacyAccessedAPIType + NSPrivacyAccessedAPICategorySystemBootTime + NSPrivacyAccessedAPITypeReasons + + 35F9.1 + + + + NSPrivacyCollectedDataTypes + + NSPrivacyTracking + + + diff --git a/examples/text-embeddings/ios/textembeddings/SplashScreen.storyboard b/examples/text-embeddings/ios/textembeddings/SplashScreen.storyboard new file mode 100644 index 000000000..8a6fcd47b --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/SplashScreen.storyboard @@ -0,0 +1,44 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/examples/text-embeddings/ios/textembeddings/Supporting/Expo.plist b/examples/text-embeddings/ios/textembeddings/Supporting/Expo.plist new file mode 100644 index 000000000..750be020c --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/Supporting/Expo.plist @@ -0,0 +1,12 @@ + + + + + EXUpdatesCheckOnLaunch + ALWAYS + EXUpdatesEnabled + + EXUpdatesLaunchWaitMs + 0 + + \ No newline at end of file diff --git a/examples/text-embeddings/ios/textembeddings/main.m b/examples/text-embeddings/ios/textembeddings/main.m new file mode 100644 index 000000000..6b3a51acc --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/main.m @@ -0,0 +1,10 @@ +#import + +#import "AppDelegate.h" + +int main(int argc, char *argv[]) { + @autoreleasepool { + return UIApplicationMain(argc, argv, nil, + NSStringFromClass([AppDelegate class])); + } +} diff --git a/examples/text-embeddings/ios/textembeddings/noop-file.swift b/examples/text-embeddings/ios/textembeddings/noop-file.swift new file mode 100644 index 000000000..b2ffafbfc --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/noop-file.swift @@ -0,0 +1,4 @@ +// +// @generated +// A blank Swift file must be created for native modules with Swift files to work correctly. +// diff --git a/examples/text-embeddings/ios/textembeddings/textembeddings-Bridging-Header.h b/examples/text-embeddings/ios/textembeddings/textembeddings-Bridging-Header.h new file mode 100644 index 000000000..339994e93 --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/textembeddings-Bridging-Header.h @@ -0,0 +1,4 @@ +// +// Use this file to import your target's public headers that you would like to +// expose to Swift. +// diff --git a/examples/text-embeddings/ios/textembeddings/textembeddings.entitlements b/examples/text-embeddings/ios/textembeddings/textembeddings.entitlements new file mode 100644 index 000000000..f683276c5 --- /dev/null +++ b/examples/text-embeddings/ios/textembeddings/textembeddings.entitlements @@ -0,0 +1,5 @@ + + + + + \ No newline at end of file diff --git a/examples/speech-to-text/package-lock.json b/examples/text-embeddings/package-lock.json similarity index 95% rename from examples/speech-to-text/package-lock.json rename to examples/text-embeddings/package-lock.json index b346f7d53..e2870cd89 100644 --- a/examples/speech-to-text/package-lock.json +++ b/examples/text-embeddings/package-lock.json @@ -1,17 +1,17 @@ { - "name": "speech-to-text", + "name": "text-embeddings", "version": "1.0.0", "lockfileVersion": 3, "requires": true, "packages": { "": { - "name": "speech-to-text", + "name": "text-embeddings", "version": "1.0.0", "dependencies": { - "expo": "~52.0.37", + "expo": "~52.0.42", "expo-status-bar": "~2.0.1", "react": "18.3.1", - "react-native": "0.76.7" + "react-native": "0.76.8" }, "devDependencies": { "@babel/core": "^7.25.2", @@ -70,21 +70,21 @@ } }, "node_modules/@babel/core": { - "version": "7.26.9", - "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.26.9.tgz", - "integrity": "sha512-lWBYIrF7qK5+GjY5Uy+/hEgp8OJWOD/rpy74GplYRhEauvbHDeFB8t5hPOZxCZ0Oxf4Cc36tK51/l3ymJysrKw==", + "version": "7.26.10", + "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.26.10.tgz", + "integrity": 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-0,0 +1,14 @@ +#import + +@interface HuggingFaceTokenizer : NSObject + +- (instancetype)initWithTokenizerPath:(NSString *)tokenizerPath; +- (NSArray *)encode:(NSString *)text; +- (NSString *)decode:(NSArray *)tokenIds; +- (NSString *)decode:(NSArray *)tokenIds + skipSpecialTokens:(BOOL)skipSpecialTokens; +- (NSUInteger)getVocabSize; +- (NSString *)idToToken:(NSInteger)tokenId; +- (NSInteger)tokenToId:(NSString *)token; + +@end diff --git a/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/Headers/LLaMARunner.h b/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/Headers/LLaMARunner.h index e269d041a..d8638cfa6 100644 --- a/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/Headers/LLaMARunner.h +++ b/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/Headers/LLaMARunner.h @@ -11,14 +11,13 @@ NS_ASSUME_NONNULL_BEGIN FOUNDATION_EXPORT NSErrorDomain const LLaMARunnerErrorDomain; -FOUNDATION_EXPORT NSErrorDomain const LLaVARunnerErrorDomain; NS_SWIFT_NAME(Runner) @interface LLaMARunner : NSObject - (instancetype)initWithModelPath:(NSString *)filePath tokenizerPath:(NSString *)tokenizerPath; -- (BOOL)isloaded; +- (BOOL)isLoaded; - (BOOL)loadWithError:(NSError **)error; - (BOOL)generate:(NSString *)prompt withTokenCallback:(nullable void (^)(NSString *))callback @@ -30,25 +29,4 @@ NS_SWIFT_NAME(Runner) @end -NS_SWIFT_NAME(LLaVARunner) -@interface LLaVARunner : NSObject - -- (instancetype)initWithModelPath:(NSString *)filePath - tokenizerPath:(NSString *)tokenizerPath; -- (BOOL)isloaded; -- (BOOL)loadWithError:(NSError **)error; -- (BOOL)generate:(void *)imageBuffer - width:(CGFloat)width - height:(CGFloat)height - prompt:(NSString *)prompt - sequenceLength:(NSInteger)seq_len - withTokenCallback:(nullable void (^)(NSString *))callback - error:(NSError **)error; -- (void)stop; - -+ (instancetype)new NS_UNAVAILABLE; -- (instancetype)init NS_UNAVAILABLE; - -@end - NS_ASSUME_NONNULL_END diff --git a/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/Info.plist b/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/Info.plist index 06f558689..c2ea3f7cf 100644 Binary files a/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/Info.plist and b/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/Info.plist differ diff --git a/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/_CodeSignature/CodeResources b/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/_CodeSignature/CodeResources deleted file mode 100644 index 450b64e95..000000000 --- a/ios/ExecutorchLib.xcframework/ios-arm64-simulator/ExecutorchLib.framework/_CodeSignature/CodeResources +++ /dev/null @@ -1,124 +0,0 @@ - - - - - files - - Headers/ETModel.h - - CFAz750OjepOG7MVBPABGfKHNeI= - - Headers/LLaMARunner.h - - SU8Fo2gR+gVVl9IplHgBJBRh1gQ= - - Info.plist - - 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a4edccd82..4a824ff95 100755 Binary files a/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/ExecutorchLib and b/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/ExecutorchLib differ diff --git a/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Headers/HuggingFaceTokenizer.h b/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Headers/HuggingFaceTokenizer.h new file mode 100644 index 000000000..4332cf811 --- /dev/null +++ b/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Headers/HuggingFaceTokenizer.h @@ -0,0 +1,14 @@ +#import + +@interface HuggingFaceTokenizer : NSObject + +- (instancetype)initWithTokenizerPath:(NSString *)tokenizerPath; +- (NSArray *)encode:(NSString *)text; +- (NSString *)decode:(NSArray *)tokenIds; +- (NSString *)decode:(NSArray *)tokenIds + skipSpecialTokens:(BOOL)skipSpecialTokens; +- (NSUInteger)getVocabSize; +- (NSString *)idToToken:(NSInteger)tokenId; +- (NSInteger)tokenToId:(NSString *)token; + +@end diff --git a/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Headers/LLaMARunner.h b/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Headers/LLaMARunner.h index e269d041a..d8638cfa6 100644 --- a/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Headers/LLaMARunner.h +++ b/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Headers/LLaMARunner.h @@ -11,14 +11,13 @@ NS_ASSUME_NONNULL_BEGIN FOUNDATION_EXPORT NSErrorDomain const LLaMARunnerErrorDomain; -FOUNDATION_EXPORT NSErrorDomain const LLaVARunnerErrorDomain; NS_SWIFT_NAME(Runner) @interface LLaMARunner : NSObject - (instancetype)initWithModelPath:(NSString *)filePath tokenizerPath:(NSString *)tokenizerPath; -- (BOOL)isloaded; +- (BOOL)isLoaded; - (BOOL)loadWithError:(NSError **)error; - (BOOL)generate:(NSString *)prompt withTokenCallback:(nullable void (^)(NSString *))callback @@ -30,25 +29,4 @@ NS_SWIFT_NAME(Runner) @end -NS_SWIFT_NAME(LLaVARunner) -@interface LLaVARunner : NSObject - -- (instancetype)initWithModelPath:(NSString *)filePath - tokenizerPath:(NSString *)tokenizerPath; -- (BOOL)isloaded; -- (BOOL)loadWithError:(NSError **)error; -- (BOOL)generate:(void *)imageBuffer - width:(CGFloat)width - height:(CGFloat)height - prompt:(NSString *)prompt - sequenceLength:(NSInteger)seq_len - withTokenCallback:(nullable void (^)(NSString *))callback - error:(NSError **)error; -- (void)stop; - -+ (instancetype)new NS_UNAVAILABLE; -- (instancetype)init NS_UNAVAILABLE; - -@end - NS_ASSUME_NONNULL_END diff --git a/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Info.plist b/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Info.plist index e08b049b8..9cb7cdb65 100644 Binary files a/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Info.plist and b/ios/ExecutorchLib.xcframework/ios-arm64/ExecutorchLib.framework/Info.plist differ diff --git a/ios/RnExecutorch.xcodeproj/project.pbxproj b/ios/RnExecutorch.xcodeproj/project.pbxproj index 68e367a8e..356c2ca03 100644 --- a/ios/RnExecutorch.xcodeproj/project.pbxproj +++ b/ios/RnExecutorch.xcodeproj/project.pbxproj @@ -8,6 +8,10 @@ /* Begin PBXBuildFile section */ 55D6EA8C2D0987D2009BA408 /* ExecutorchLib.xcframework in Frameworks */ = {isa = PBXBuildFile; fileRef = 55D6EA8B2D0987D2009BA408 /* ExecutorchLib.xcframework */; }; + 8C9A9BD02DB0CE800027DD32 /* ImageSegmentation.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 8C9A9BCA2DB0CE800027DD32 /* ImageSegmentation.cpp */; }; + 8C9A9BD12DB0CE800027DD32 /* RuntimeLifecycleMonitor.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 8C9A9BC72DB0CE800027DD32 /* RuntimeLifecycleMonitor.cpp */; }; + 8C9A9BD22DB0CE800027DD32 /* JsiHostObject.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 8C9A9BC22DB0CE800027DD32 /* JsiHostObject.cpp */; }; + 8C9A9BD32DB0CE800027DD32 /* JsiPromise.cpp in Sources */ = {isa = PBXBuildFile; fileRef = 8C9A9BC42DB0CE800027DD32 /* JsiPromise.cpp */; }; /* End PBXBuildFile section */ /* Begin PBXCopyFilesBuildPhase section */ @@ -25,6 +29,18 @@ /* Begin PBXFileReference section */ 550986892CEF541900FECBB8 /* libRnExecutorch.a */ = {isa = PBXFileReference; explicitFileType = archive.ar; includeInIndex = 0; path = libRnExecutorch.a; sourceTree = BUILT_PRODUCTS_DIR; }; 55D6EA8B2D0987D2009BA408 /* ExecutorchLib.xcframework */ = {isa = PBXFileReference; lastKnownFileType = wrapper.xcframework; path = ExecutorchLib.xcframework; sourceTree = ""; }; + 8C9A9BBF2DB0CE800027DD32 /* ModelHostObject.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = ModelHostObject.h; sourceTree = ""; }; + 8C9A9BC12DB0CE800027DD32 /* JsiHostObject.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = JsiHostObject.h; sourceTree = ""; }; + 8C9A9BC22DB0CE800027DD32 /* JsiHostObject.cpp */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.cpp.cpp; path = JsiHostObject.cpp; sourceTree = ""; }; + 8C9A9BC32DB0CE800027DD32 /* JsiPromise.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = JsiPromise.h; sourceTree = ""; }; + 8C9A9BC42DB0CE800027DD32 /* JsiPromise.cpp */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.cpp.cpp; path = JsiPromise.cpp; sourceTree = ""; }; + 8C9A9BC52DB0CE800027DD32 /* RuntimeAwareCache.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = RuntimeAwareCache.h; sourceTree = ""; }; + 8C9A9BC62DB0CE800027DD32 /* RuntimeLifecycleMonitor.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = RuntimeLifecycleMonitor.h; sourceTree = ""; }; + 8C9A9BC72DB0CE800027DD32 /* RuntimeLifecycleMonitor.cpp */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.cpp.cpp; path = RuntimeLifecycleMonitor.cpp; sourceTree = ""; }; + 8C9A9BC92DB0CE800027DD32 /* ImageSegmentation.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = ImageSegmentation.h; sourceTree = ""; }; + 8C9A9BCA2DB0CE800027DD32 /* ImageSegmentation.cpp */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.cpp.cpp; path = ImageSegmentation.cpp; sourceTree = ""; }; + 8C9A9BCC2DB0CE800027DD32 /* Log.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = Log.h; sourceTree = ""; }; + 8C9A9BCD2DB0CE800027DD32 /* RnExecutorchInstaller.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = RnExecutorchInstaller.h; sourceTree = ""; }; /* End PBXFileReference section */ /* Begin PBXFileSystemSynchronizedGroupBuildPhaseMembershipExceptionSet section */ @@ -71,6 +87,7 @@ 550986802CEF541900FECBB8 = { isa = PBXGroup; children = ( + 8C9A9BCF2DB0CE800027DD32 /* common */, 5509868B2CEF541900FECBB8 /* RnExecutorch */, 55D6EA8A2D0987D2009BA408 /* Frameworks */, 5509868A2CEF541900FECBB8 /* Products */, @@ -93,6 +110,58 @@ name = Frameworks; sourceTree = ""; }; + 8C9A9BC02DB0CE800027DD32 /* host_objects */ = { + isa = PBXGroup; + children = ( + 8C9A9BBF2DB0CE800027DD32 /* ModelHostObject.h */, + ); + path = host_objects; + sourceTree = ""; + }; + 8C9A9BC82DB0CE800027DD32 /* jsi */ = { + isa = PBXGroup; + children = ( + 8C9A9BC12DB0CE800027DD32 /* JsiHostObject.h */, + 8C9A9BC22DB0CE800027DD32 /* JsiHostObject.cpp */, + 8C9A9BC32DB0CE800027DD32 /* JsiPromise.h */, + 8C9A9BC42DB0CE800027DD32 /* JsiPromise.cpp */, + 8C9A9BC52DB0CE800027DD32 /* RuntimeAwareCache.h */, + 8C9A9BC62DB0CE800027DD32 /* RuntimeLifecycleMonitor.h */, + 8C9A9BC72DB0CE800027DD32 /* RuntimeLifecycleMonitor.cpp */, + ); + path = jsi; + sourceTree = ""; + }; + 8C9A9BCB2DB0CE800027DD32 /* modules */ = { + isa = PBXGroup; + children = ( + 8C9A9BC92DB0CE800027DD32 /* ImageSegmentation.h */, + 8C9A9BCA2DB0CE800027DD32 /* ImageSegmentation.cpp */, + ); + path = modules; + sourceTree = ""; + }; + 8C9A9BCE2DB0CE800027DD32 /* rnexecutorch */ = { + isa = PBXGroup; + children = ( + 8C9A9BC02DB0CE800027DD32 /* host_objects */, + 8C9A9BC82DB0CE800027DD32 /* jsi */, + 8C9A9BCB2DB0CE800027DD32 /* modules */, + 8C9A9BCC2DB0CE800027DD32 /* Log.h */, + 8C9A9BCD2DB0CE800027DD32 /* RnExecutorchInstaller.h */, + ); + path = rnexecutorch; + sourceTree = ""; + }; + 8C9A9BCF2DB0CE800027DD32 /* common */ = { + isa = PBXGroup; + children = ( + 8C9A9BCE2DB0CE800027DD32 /* rnexecutorch */, + ); + name = common; + path = ../common; + sourceTree = SOURCE_ROOT; + }; /* End PBXGroup section */ /* Begin PBXNativeTarget section */ @@ -155,6 +224,10 @@ isa = PBXSourcesBuildPhase; buildActionMask = 2147483647; files = ( + 8C9A9BD02DB0CE800027DD32 /* ImageSegmentation.cpp in Sources */, + 8C9A9BD12DB0CE800027DD32 /* RuntimeLifecycleMonitor.cpp in Sources */, + 8C9A9BD22DB0CE800027DD32 /* JsiHostObject.cpp in Sources */, + 8C9A9BD32DB0CE800027DD32 /* JsiPromise.cpp in Sources */, ); runOnlyForDeploymentPostprocessing = 0; }; diff --git a/ios/RnExecutorch/Classification.mm b/ios/RnExecutorch/Classification.mm index 0688a1803..3a2cb6791 100644 --- a/ios/RnExecutorch/Classification.mm +++ b/ios/RnExecutorch/Classification.mm @@ -1,11 +1,6 @@ #import "Classification.h" #import "ImageProcessor.h" -#import "models/BaseModel.h" #import "models/classification/ClassificationModel.h" -#import "opencv2/opencv.hpp" -#import "utils/ETError.h" -#import -#import @implementation Classification { ClassificationModel *model; @@ -13,23 +8,25 @@ @implementation Classification { RCT_EXPORT_MODULE() +- (void)releaseResources { + model = nil; +} + - (void)loadModule:(NSString *)modelSource resolve:(RCTPromiseResolveBlock)resolve reject:(RCTPromiseRejectBlock)reject { model = [[ClassificationModel alloc] init]; - [model - loadModel:[NSURL URLWithString:modelSource] - completion:^(BOOL success, NSNumber *errorCode) { - if (success) { - resolve(errorCode); - return; - } - - reject(@"init_module_error", - [NSString stringWithFormat:@"%ld", (long)[errorCode longValue]], - nil); - return; - }]; + + NSNumber *errorCode = [model loadModel:modelSource]; + if ([errorCode intValue] != 0) { + [self releaseResources]; + reject(@"init_module_error", + [NSString stringWithFormat:@"%ld", (long)[errorCode longValue]], + nil); + return; + } + + resolve(@0); } - (void)forward:(NSString *)input diff --git a/ios/RnExecutorch/ETInstaller.h b/ios/RnExecutorch/ETInstaller.h new file mode 100644 index 000000000..d01236e99 --- /dev/null +++ b/ios/RnExecutorch/ETInstaller.h @@ -0,0 +1,8 @@ +#import +#import +#import + +@interface ETInstaller + : RCTEventEmitter + +@end diff --git a/ios/RnExecutorch/ETInstaller.mm b/ios/RnExecutorch/ETInstaller.mm new file mode 100644 index 000000000..dcb40b29d --- /dev/null +++ b/ios/RnExecutorch/ETInstaller.mm @@ -0,0 +1,56 @@ +#import "ETInstaller.h" + +#import + +#import +#import +#include +#include + +using namespace facebook::react; + +@interface RCTBridge (JSIRuntime) +- (void *)runtime; +@end + +@implementation ETInstaller + +@synthesize callInvoker = _callInvoker; + +RCT_EXPORT_MODULE(ETInstaller); + +RCT_EXPORT_BLOCKING_SYNCHRONOUS_METHOD(install) { + auto jsiRuntime = + reinterpret_cast(self.bridge.runtime); + auto jsCallInvoker = _callInvoker.callInvoker; + + assert(jsiRuntime != nullptr); + + auto fetchUrl = [](std::string url) { + @try { + NSString *nsUrlStr = + [NSString stringWithCString:url.c_str() + encoding:[NSString defaultCStringEncoding]]; + NSURL *nsUrl = [NSURL URLWithString:nsUrlStr]; + NSData *data = [NSData dataWithContentsOfURL:nsUrl]; + const std::byte *bytePtr = + reinterpret_cast(data.bytes); + int bufferLength = [data length]; + return std::vector(bytePtr, bytePtr + bufferLength); + } @catch (NSException *exception) { + throw std::runtime_error("Error fetching data from a url"); + } + }; + rnexecutorch::RnExecutorchInstaller::injectJSIBindings( + jsiRuntime, jsCallInvoker, fetchUrl); + + NSLog(@"Successfully installed JSI bindings for react-native-executorch!"); + return @true; +} + +- (std::shared_ptr)getTurboModule: + (const facebook::react::ObjCTurboModule::InitParams &)params { + return std::make_shared(params); +} + +@end diff --git a/ios/RnExecutorch/ETModule.mm b/ios/RnExecutorch/ETModule.mm index 2a231f513..d9525fb69 100644 --- a/ios/RnExecutorch/ETModule.mm +++ b/ios/RnExecutorch/ETModule.mm @@ -1,8 +1,5 @@ #import "ETModule.h" #import -#include -#import -#include @implementation ETModule { ETModel *module; @@ -10,16 +7,20 @@ @implementation ETModule { RCT_EXPORT_MODULE() +- (void)releaseResources { + module = nil; +} + - (void)loadModule:(NSString *)modelSource resolve:(RCTPromiseResolveBlock)resolve reject:(RCTPromiseRejectBlock)reject { if (!module) { module = [[ETModel alloc] init]; } - NSURL *modelURL = [NSURL URLWithString:modelSource]; - NSNumber *result = [self->module loadModel:modelURL.path]; + NSNumber *result = [self->module loadModel:modelSource]; if ([result intValue] != 0) { + [self releaseResources]; NSError *error = [NSError errorWithDomain:@"ETModuleErrorDomain" code:[result intValue] diff --git a/ios/RnExecutorch/ImageSegmentation.h b/ios/RnExecutorch/ImageSegmentation.h deleted file mode 100644 index 59ed56a45..000000000 --- a/ios/RnExecutorch/ImageSegmentation.h +++ /dev/null @@ -1,5 +0,0 @@ -#import - -@interface ImageSegmentation : NSObject - -@end \ No newline at end of file diff --git a/ios/RnExecutorch/ImageSegmentation.mm b/ios/RnExecutorch/ImageSegmentation.mm deleted file mode 100644 index 19cbe6641..000000000 --- a/ios/RnExecutorch/ImageSegmentation.mm +++ /dev/null @@ -1,63 +0,0 @@ -#import "ImageSegmentation.h" -#import "models/image_segmentation/ImageSegmentationModel.h" -#import "models/BaseModel.h" -#import "utils/ETError.h" -#import -#import -#import -#import "ImageProcessor.h" - -@implementation ImageSegmentation { - ImageSegmentationModel *model; -} - -RCT_EXPORT_MODULE() - -- (void)loadModule:(NSString *)modelSource - resolve:(RCTPromiseResolveBlock)resolve - reject:(RCTPromiseRejectBlock)reject { - - model = [[ImageSegmentationModel alloc] init]; - [model - loadModel:[NSURL URLWithString:modelSource] - completion:^(BOOL success, NSNumber *errorCode) { - if (success) { - resolve(errorCode); - return; - } - - reject(@"init_module_error", - [NSString stringWithFormat:@"%ld", (long)[errorCode longValue]], - nil); - return; - }]; -} - -- (void)forward:(NSString *)input - classesOfInterest:(NSArray *)classesOfInterest - resize:(BOOL)resize - resolve:(RCTPromiseResolveBlock)resolve - reject:(RCTPromiseRejectBlock)reject { - - @try { - cv::Mat image = [ImageProcessor readImage:input]; - NSDictionary *result = [model runModel:image - returnClasses:classesOfInterest - resize:resize]; - - resolve(result); - return; - } @catch (NSException *exception) { - NSLog(@"An exception occurred: %@, %@", exception.name, exception.reason); - reject(@"forward_error", - [NSString stringWithFormat:@"%@", exception.reason], nil); - return; - } -} - -- (std::shared_ptr)getTurboModule: - (const facebook::react::ObjCTurboModule::InitParams &)params { - return std::make_shared(params); -} - -@end diff --git a/ios/RnExecutorch/LLM.mm b/ios/RnExecutorch/LLM.mm index 65f397102..f261a30cc 100644 --- a/ios/RnExecutorch/LLM.mm +++ b/ios/RnExecutorch/LLM.mm @@ -1,28 +1,12 @@ #import "LLM.h" -#import "utils/llms/Constants.h" -#import "utils/llms/ConversationManager.h" #import -#import -#import -#import -#import -#import -#import -#import -#import -#import @implementation LLM { LLaMARunner *runner; - ConversationManager *conversationManager; - NSMutableString *tempLlamaResponse; } - (instancetype)init { self = [super init]; - if (self) { - tempLlamaResponse = [[NSMutableString alloc] init]; - } return self; } @@ -36,33 +20,21 @@ - (void)onResult:(NSString *)token prompt:(NSString *)prompt { dispatch_async(dispatch_get_main_queue(), ^{ [self emitOnToken:token]; - [self->tempLlamaResponse appendString:token]; }); } - (void)loadLLM:(NSString *)modelSource - tokenizerSource:(NSString *)tokenizerSource - systemPrompt:(NSString *)systemPrompt - messageHistory:(NSArray *)messageHistory - contextWindowLength:(double)contextWindowLength - resolve:(RCTPromiseResolveBlock)resolve - reject:(RCTPromiseRejectBlock)reject { - NSURL *modelURL = [NSURL URLWithString:modelSource]; - NSURL *tokenizerURL = [NSURL URLWithString:tokenizerSource]; + tokenizerSource:(NSString *)tokenizerSource + resolve:(RCTPromiseResolveBlock)resolve + reject:(RCTPromiseRejectBlock)reject { @try { - self->runner = [[LLaMARunner alloc] initWithModelPath:modelURL.path - tokenizerPath:tokenizerURL.path]; - NSUInteger contextWindowLengthUInt = (NSUInteger)round(contextWindowLength); - - self->conversationManager = [[ConversationManager alloc] - initWithNumMessagesContextWindow:contextWindowLengthUInt - systemPrompt:systemPrompt - messageHistory:messageHistory]; + self->runner = [[LLaMARunner alloc] initWithModelPath:modelSource + tokenizerPath:tokenizerSource]; - self->tempLlamaResponse = [NSMutableString string]; resolve(@"Model and tokenizer loaded successfully"); return; } @catch (NSException *exception) { + [self releaseResources]; reject(@"Model or tokenizer loading failed", exception.reason, nil); return; } @@ -71,29 +43,16 @@ - (void)loadLLM:(NSString *)modelSource - (void)runInference:(NSString *)input resolve:(RCTPromiseResolveBlock)resolve reject:(RCTPromiseRejectBlock)reject { - [conversationManager addResponse:input senderRole:ChatRole::USER]; - NSString *prompt = [conversationManager getConversation]; dispatch_async( dispatch_get_global_queue(DISPATCH_QUEUE_PRIORITY_DEFAULT, 0), ^{ NSError *error = nil; - [self->runner generate:prompt + [self->runner generate:input withTokenCallback:^(NSString *token) { - [self onResult:token prompt:prompt]; + [self onResult:token prompt:input]; } error:&error]; - // make sure to add eot token once generation is done - if (![self->tempLlamaResponse hasSuffix:END_OF_TEXT_TOKEN_NS]) { - [self onResult:END_OF_TEXT_TOKEN_NS prompt:prompt]; - } - - if (self->tempLlamaResponse) { - [self->conversationManager addResponse:self->tempLlamaResponse - senderRole:ChatRole::ASSISTANT]; - self->tempLlamaResponse = [NSMutableString string]; - } - if (error) { reject(@"error_in_generation", error.localizedDescription, nil); return; @@ -107,7 +66,7 @@ - (void)interrupt { [self->runner stop]; } -- (void)deleteModule { +- (void)releaseResources { self->runner = nil; } diff --git a/ios/RnExecutorch/OCR.mm b/ios/RnExecutorch/OCR.mm index bdff61271..69fe35f1e 100644 --- a/ios/RnExecutorch/OCR.mm +++ b/ios/RnExecutorch/OCR.mm @@ -3,8 +3,6 @@ #import "models/ocr/RecognitionHandler.h" #import "models/ocr/utils/Constants.h" #import "utils/ImageProcessor.h" -#import -#import @implementation OCR { Detector *detector; @@ -13,6 +11,11 @@ @implementation OCR { RCT_EXPORT_MODULE() +- (void)releaseResources { + detector = nil; + recognitionHandler = nil; +} + - (void)loadModule:(NSString *)detectorSource recognizerSourceLarge:(NSString *)recognizerSourceLarge recognizerSourceMedium:(NSString *)recognizerSourceMedium @@ -21,47 +24,40 @@ - (void)loadModule:(NSString *)detectorSource resolve:(RCTPromiseResolveBlock)resolve reject:(RCTPromiseRejectBlock)reject { detector = [[Detector alloc] init]; - [detector - loadModel:[NSURL URLWithString:detectorSource] - completion:^(BOOL success, NSNumber *errorCode) { - if (!success) { - NSError *error = [NSError - errorWithDomain:@"OCRErrorDomain" - code:[errorCode intValue] - userInfo:@{ - NSLocalizedDescriptionKey : [NSString - stringWithFormat:@"%ld", (long)[errorCode longValue]] - }]; - reject(@"init_module_error", @"Failed to initialize detector module", - error); - return; - } - self->recognitionHandler = - [[RecognitionHandler alloc] initWithSymbols:symbols]; - [self->recognitionHandler - loadRecognizers:recognizerSourceLarge - mediumRecognizerPath:recognizerSourceMedium - smallRecognizerPath:recognizerSourceSmall - completion:^(BOOL allModelsLoaded, NSNumber *errorCode) { - if (allModelsLoaded) { - resolve(@(YES)); - } else { - NSError *error = [NSError - errorWithDomain:@"OCRErrorDomain" - code:[errorCode intValue] - userInfo:@{ - NSLocalizedDescriptionKey : [NSString - stringWithFormat:@"%ld", - (long)[errorCode - longValue]] - }]; - reject(@"init_recognizer_error", - @"Failed to initialize one or more " - @"recognizer models", - error); - } - }]; - }]; + NSNumber *errorCode = [detector loadModel:detectorSource]; + if ([errorCode intValue] != 0) { + [self releaseResources]; + NSError *error = [NSError + errorWithDomain:@"OCRErrorDomain" + code:[errorCode intValue] + userInfo:@{ + NSLocalizedDescriptionKey : [NSString + stringWithFormat:@"%ld", (long)[errorCode longValue]] + }]; + reject(@"init_module_error", @"Failed to initialize detector module", + error); + return; + } + + recognitionHandler = [[RecognitionHandler alloc] initWithSymbols:symbols]; + errorCode = [recognitionHandler loadRecognizers:recognizerSourceLarge + mediumRecognizerPath:recognizerSourceMedium + smallRecognizerPath:recognizerSourceSmall]; + if ([errorCode intValue] != 0) { + [self releaseResources]; + NSError *error = [NSError + errorWithDomain:@"OCRErrorDomain" + code:[errorCode intValue] + userInfo:@{ + NSLocalizedDescriptionKey : [NSString + stringWithFormat:@"%ld", (long)[errorCode longValue]] + }]; + reject(@"init_recognizer_error", + @"Failed to initialize one or more recognizer models", error); + return; + } + + resolve(@0); } - (void)forward:(NSString *)input diff --git a/ios/RnExecutorch/ObjectDetection.mm b/ios/RnExecutorch/ObjectDetection.mm index 2324db8ac..265d7e19a 100644 --- a/ios/RnExecutorch/ObjectDetection.mm +++ b/ios/RnExecutorch/ObjectDetection.mm @@ -1,8 +1,6 @@ #import "ObjectDetection.h" #import "models/object_detection/SSDLiteLargeModel.hpp" #import "utils/ImageProcessor.h" -#import -#import @implementation ObjectDetection { SSDLiteLargeModel *model; @@ -10,28 +8,30 @@ @implementation ObjectDetection { RCT_EXPORT_MODULE() +- (void)releaseResources { + model = nil; +} + - (void)loadModule:(NSString *)modelSource resolve:(RCTPromiseResolveBlock)resolve reject:(RCTPromiseRejectBlock)reject { model = [[SSDLiteLargeModel alloc] init]; - [model loadModel:[NSURL URLWithString:modelSource] - completion:^(BOOL success, NSNumber *errorCode) { - if (success) { - resolve(errorCode); - return; - } - - NSError *error = [NSError - errorWithDomain:@"StyleTransferErrorDomain" - code:[errorCode intValue] - userInfo:@{ - NSLocalizedDescriptionKey : [NSString - stringWithFormat:@"%ld", (long)[errorCode longValue]] - }]; - - reject(@"init_module_error", error.localizedDescription, error); - return; - }]; + + NSNumber *errorCode = [model loadModel:modelSource]; + if ([errorCode intValue] != 0) { + [self releaseResources]; + NSError *error = [NSError + errorWithDomain:@"StyleTransferErrorDomain" + code:[errorCode intValue] + userInfo:@{ + NSLocalizedDescriptionKey : [NSString + stringWithFormat:@"%ld", (long)[errorCode longValue]] + }]; + reject(@"init_module_error", error.localizedDescription, error); + return; + } + + resolve(@0); } - (void)forward:(NSString *)input diff --git a/ios/RnExecutorch/SpeechToText.mm b/ios/RnExecutorch/SpeechToText.mm index 54589d9e0..7a29bee66 100644 --- a/ios/RnExecutorch/SpeechToText.mm +++ b/ios/RnExecutorch/SpeechToText.mm @@ -1,13 +1,6 @@ #import "SpeechToText.h" -#import "./utils/ScalarType.h" -#import "models/BaseModel.h" #import "models/stt/Moonshine.hpp" -#import "models/stt/SpeechToTextBaseModel.hpp" #import "models/stt/Whisper.hpp" -#import "utils/SFFT.hpp" -#import -#import -#import @implementation SpeechToText { Whisper *whisper; @@ -16,6 +9,11 @@ @implementation SpeechToText { RCT_EXPORT_MODULE() +- (void)releaseResources { + whisper = nil; + moonshine = nil; +} + - (void)generate:(NSArray *)waveform resolve:(RCTPromiseResolveBlock)resolve reject:(RCTPromiseRejectBlock)reject { @@ -83,6 +81,7 @@ - (void)loadModule:(NSString *)modelName [model loadModules:modelSources]; resolve(@(0)); } @catch (NSException *exception) { + [self releaseResources]; reject(@"init_decoder_error", [NSString stringWithFormat:@"%@", exception.reason], nil); } diff --git a/ios/RnExecutorch/StyleTransfer.h b/ios/RnExecutorch/StyleTransfer.h deleted file mode 100644 index bd9d671fd..000000000 --- a/ios/RnExecutorch/StyleTransfer.h +++ /dev/null @@ -1,5 +0,0 @@ -#import - -@interface StyleTransfer : NSObject - -@end diff --git a/ios/RnExecutorch/StyleTransfer.mm b/ios/RnExecutorch/StyleTransfer.mm deleted file mode 100644 index 52930cd47..000000000 --- a/ios/RnExecutorch/StyleTransfer.mm +++ /dev/null @@ -1,58 +0,0 @@ -#import "StyleTransfer.h" -#import "ImageProcessor.h" -#import "models/BaseModel.h" -#import "models/style_transfer/StyleTransferModel.h" -#import "utils/ETError.h" -#import -#import -#import - -@implementation StyleTransfer { - StyleTransferModel *model; -} - -RCT_EXPORT_MODULE() - -- (void)loadModule:(NSString *)modelSource - resolve:(RCTPromiseResolveBlock)resolve - reject:(RCTPromiseRejectBlock)reject { - model = [[StyleTransferModel alloc] init]; - [model - loadModel:[NSURL URLWithString:modelSource] - completion:^(BOOL success, NSNumber *errorCode) { - if (success) { - resolve(errorCode); - return; - } - - reject(@"init_module_error", - [NSString stringWithFormat:@"%ld", (long)[errorCode longValue]], - nil); - return; - }]; -} - -- (void)forward:(NSString *)input - resolve:(RCTPromiseResolveBlock)resolve - reject:(RCTPromiseRejectBlock)reject { - @try { - cv::Mat image = [ImageProcessor readImage:input]; - cv::Mat resultImage = [model runModel:image]; - - NSString *tempFilePath = [ImageProcessor saveToTempFile:resultImage]; - resolve(tempFilePath); - return; - } @catch (NSException *exception) { - NSLog(@"An exception occurred: %@, %@", exception.name, exception.reason); - reject(@"forward_error", - [NSString stringWithFormat:@"%@", exception.reason], nil); - return; - } -} - -- (std::shared_ptr)getTurboModule: - (const facebook::react::ObjCTurboModule::InitParams &)params { - return std::make_shared(params); -} - -@end diff --git a/ios/RnExecutorch/TextEmbeddings.h b/ios/RnExecutorch/TextEmbeddings.h new file mode 100644 index 000000000..4d7424534 --- /dev/null +++ b/ios/RnExecutorch/TextEmbeddings.h @@ -0,0 +1,5 @@ +#import + +@interface TextEmbeddings : NSObject + +@end diff --git a/ios/RnExecutorch/TextEmbeddings.mm b/ios/RnExecutorch/TextEmbeddings.mm new file mode 100644 index 000000000..59fa1b58d --- /dev/null +++ b/ios/RnExecutorch/TextEmbeddings.mm @@ -0,0 +1,62 @@ +#import "TextEmbeddings.h" +#import "models/text_embeddings/TextEmbeddingsModel.h" + +@implementation TextEmbeddings { + TextEmbeddingsModel *model; +} + +RCT_EXPORT_MODULE() + +- (void)releaseResources { + model = nil; +} + +- (void)loadModule:(NSString *)modelSource + tokenizerSource:(NSString *)tokenizerSource + resolve:(RCTPromiseResolveBlock)resolve + reject:(RCTPromiseRejectBlock)reject { + model = [[TextEmbeddingsModel alloc] init]; + + @try { + [self->model loadTokenizer:tokenizerSource]; + } @catch (NSException *exception) { + [self releaseResources]; + reject(@"Tokenizer_Error", + [NSString stringWithFormat:@"Failed to load tokenizer from: %@", + tokenizerSource], + nil); + return; + } + + NSNumber *errorCode = [model loadModel:modelSource]; + if ([errorCode intValue] != 0) { + [self releaseResources]; + reject(@"init_module_error", + [NSString stringWithFormat:@"%ld", (long)[errorCode longValue]], + nil); + return; + } + + resolve(@0); +} + +- (void)forward:(NSString *)input + resolve:(RCTPromiseResolveBlock)resolve + reject:(RCTPromiseRejectBlock)reject { + @try { + resolve([model runModel:input]); + return; + } @catch (NSException *exception) { + NSLog(@"An exception occurred: %@, %@", exception.name, exception.reason); + reject(@"forward_error", + [NSString stringWithFormat:@"%@", exception.reason], nil); + return; + } +} + +- (std::shared_ptr)getTurboModule: + (const facebook::react::ObjCTurboModule::InitParams &)params { + return std::make_shared(params); +} + +@end diff --git a/ios/RnExecutorch/Tokenizer.h b/ios/RnExecutorch/Tokenizer.h new file mode 100644 index 000000000..acc1146ce --- /dev/null +++ b/ios/RnExecutorch/Tokenizer.h @@ -0,0 +1,5 @@ +#import + +@interface Tokenizer : NSObject + +@end diff --git a/ios/RnExecutorch/Tokenizer.mm b/ios/RnExecutorch/Tokenizer.mm new file mode 100644 index 000000000..53099a4bc --- /dev/null +++ b/ios/RnExecutorch/Tokenizer.mm @@ -0,0 +1,83 @@ +#import "Tokenizer.h" +#import + +@implementation Tokenizer { + HuggingFaceTokenizer *tokenizer; +} + +RCT_EXPORT_MODULE() + +- (void)loadModule:(NSString *)tokenizerSource + resolve:(RCTPromiseResolveBlock)resolve + reject:(RCTPromiseRejectBlock)reject { + @try { + tokenizer = + [[HuggingFaceTokenizer alloc] initWithTokenizerPath:tokenizerSource]; + resolve(@(0)); + } @catch (NSException *exception) { + reject(@"Tokenizer_Error", @"Failed to load tokenizer", nil); + } +} + +- (void)encode:(NSString *)input + resolve:(RCTPromiseResolveBlock)resolve + reject:(RCTPromiseRejectBlock)reject { + @try { + resolve([tokenizer encode:input]); + } @catch (NSException *exception) { + reject(@"tokenizer_error", + [NSString stringWithFormat:@"%@", exception.reason], nil); + } +} + +- (void)decode:(NSArray *)input + skipSpecialTokens:(BOOL)skipSpecialTokens + resolve:(RCTPromiseResolveBlock)resolve + reject:(RCTPromiseRejectBlock)reject { + @try { + resolve([tokenizer decode:input skipSpecialTokens:skipSpecialTokens]); + } @catch (NSException *exception) { + reject(@"tokenizer_error", + [NSString stringWithFormat:@"%@", exception.reason], nil); + } +} + +- (void)getVocabSize:(RCTPromiseResolveBlock)resolve + reject:(RCTPromiseRejectBlock)reject { + @try { + resolve([NSNumber numberWithUnsignedInteger:[tokenizer getVocabSize]]); + } @catch (NSException *exception) { + reject(@"tokenizer_error", + [NSString stringWithFormat:@"%@", exception.reason], nil); + } +} + +- (void)idToToken:(double)input + resolve:(RCTPromiseResolveBlock)resolve + reject:(RCTPromiseRejectBlock)reject { + @try { + NSInteger tokenID = (NSInteger)input; + resolve([tokenizer idToToken:tokenID]); + } @catch (NSException *exception) { + reject(@"tokenizer_error", + [NSString stringWithFormat:@"%@", exception.reason], nil); + } +} + +- (void)tokenToId:(NSString *)input + resolve:(RCTPromiseResolveBlock)resolve + reject:(RCTPromiseRejectBlock)reject { + @try { + resolve([NSNumber numberWithInteger:[tokenizer tokenToId:input]]); + } @catch (NSException *exception) { + reject(@"tokenizer_error", + [NSString stringWithFormat:@"%@", exception.reason], nil); + } +} + +- (std::shared_ptr)getTurboModule: + (const facebook::react::ObjCTurboModule::InitParams &)params { + return std::make_shared(params); +} + +@end diff --git a/ios/RnExecutorch/VerticalOCR.mm b/ios/RnExecutorch/VerticalOCR.mm index 843fcd235..2683c5164 100644 --- a/ios/RnExecutorch/VerticalOCR.mm +++ b/ios/RnExecutorch/VerticalOCR.mm @@ -1,13 +1,11 @@ #import "VerticalOCR.h" -#import "models/ocr/RecognitionHandler.h" #import "models/ocr/Recognizer.h" #import "models/ocr/VerticalDetector.h" #import "models/ocr/utils/CTCLabelConverter.h" +#import "models/ocr/utils/Constants.h" #import "models/ocr/utils/OCRUtils.h" #import "models/ocr/utils/RecognizerUtils.h" #import "utils/ImageProcessor.h" -#import -#import @implementation VerticalOCR { VerticalDetector *detectorLarge; @@ -19,6 +17,13 @@ @implementation VerticalOCR { RCT_EXPORT_MODULE() +- (void)releaseResources { + detectorLarge = nil; + detectorNarrow = nil; + recognizer = nil; + converter = nil; +} + - (void)loadModule:(NSString *)detectorLargeSource detectorNarrowSource:(NSString *)detectorNarrowSource recognizerSource:(NSString *)recognizerSource @@ -26,42 +31,37 @@ - (void)loadModule:(NSString *)detectorLargeSource independentCharacters:(BOOL)independentCharacters resolve:(RCTPromiseResolveBlock)resolve reject:(RCTPromiseRejectBlock)reject { - detectorLarge = [[VerticalDetector alloc] initWithDetectSingleCharacters:NO]; converter = [[CTCLabelConverter alloc] initWithCharacters:symbols separatorList:@{}]; self->independentCharacters = independentCharacters; - [detectorLarge - loadModel:[NSURL URLWithString:detectorLargeSource] - completion:^(BOOL success, NSNumber *errorCode) { - if (!success) { - reject(@"init_module_error", @"Failed to initialize detector module", - nil); - return; - } - self->detectorNarrow = - [[VerticalDetector alloc] initWithDetectSingleCharacters:YES]; - [self->detectorNarrow - loadModel:[NSURL URLWithString:detectorNarrowSource] - completion:^(BOOL success, NSNumber *errorCode) { - if (!success) { - reject(@"init_module_error", - @"Failed to initialize detector module", nil); - return; - } - - self->recognizer = [[Recognizer alloc] init]; - [self->recognizer - loadModel:[NSURL URLWithString:recognizerSource] - completion:^(BOOL success, NSNumber *errorCode) { - if (!success) { - reject(@"init_module_error", - @"Failed to initialize recognizer module", nil); - } - - resolve(@(YES)); - }]; - }]; - }]; + + detectorLarge = [[VerticalDetector alloc] initWithDetectSingleCharacters:NO]; + NSNumber *errorCode = [detectorLarge loadModel:detectorLargeSource]; + if ([errorCode intValue] != 0) { + [self releaseResources]; + reject(@"init_module_error", @"Failed to initialize detector module", nil); + return; + } + + detectorNarrow = + [[VerticalDetector alloc] initWithDetectSingleCharacters:YES]; + errorCode = [detectorNarrow loadModel:detectorNarrowSource]; + if ([errorCode intValue] != 0) { + [self releaseResources]; + reject(@"init_module_error", @"Failed to initialize detector module", nil); + return; + } + + recognizer = [[Recognizer alloc] init]; + errorCode = [recognizer loadModel:recognizerSource]; + if ([errorCode intValue] != 0) { + [self releaseResources]; + reject(@"init_module_error", @"Failed to initialize recognizer module", + nil); + return; + } + + resolve(@0); } - (void)forward:(NSString *)input diff --git a/ios/RnExecutorch/models/BaseModel.h b/ios/RnExecutorch/models/BaseModel.h index c6cca027d..a8bd4136e 100644 --- a/ios/RnExecutorch/models/BaseModel.h +++ b/ios/RnExecutorch/models/BaseModel.h @@ -1,13 +1,11 @@ #import "ExecutorchLib/ETModel.h" -#import -#import @interface BaseModel : NSObject { @protected ETModel *module; } -- (NSArray *)forward:(NSArray *)input; +- (NSArray *)forward:(NSArray *)inputs; - (NSArray *)forward:(NSArray *)inputs shapes:(NSArray *)shapes @@ -18,7 +16,6 @@ shapes:(NSArray *)shapes inputTypes:(NSArray *)inputTypes; -- (void)loadModel:(NSURL *)modelURL - completion:(void (^)(BOOL success, NSNumber *code))completion; +- (NSNumber *)loadModel:(NSString *)modelSource; @end diff --git a/ios/RnExecutorch/models/BaseModel.mm b/ios/RnExecutorch/models/BaseModel.mm index 3e0a8fbed..b0f21ed6d 100644 --- a/ios/RnExecutorch/models/BaseModel.mm +++ b/ios/RnExecutorch/models/BaseModel.mm @@ -1,9 +1,8 @@ #import "BaseModel.h" -#import "../utils/ETError.h" @implementation BaseModel -- (NSArray *)forward:(NSArray *)input { +- (NSArray *)forward:(NSArray *)inputs { NSMutableArray *shapes = [NSMutableArray new]; NSMutableArray *inputTypes = [NSMutableArray new]; NSNumber *numberOfInputs = [module getNumberOfInputs]; @@ -13,9 +12,8 @@ - (NSArray *)forward:(NSArray *)input { [inputTypes addObject:[module getInputType:[NSNumber numberWithInt:i]]]; } - NSArray *result = [module forward:@[ input ] - shapes:shapes - inputTypes:inputTypes]; + NSArray *result = [module forward:inputs shapes:shapes inputTypes:inputTypes]; + return result; } @@ -37,17 +35,9 @@ - (NSArray *)execute:(NSString *)methodName return result; } -- (void)loadModel:(NSURL *)modelURL - completion:(void (^)(BOOL success, NSNumber *code))completion { +- (NSNumber *)loadModel:(NSString *)modelSource { module = [[ETModel alloc] init]; - NSNumber *result = [self->module loadModel:modelURL.path]; - if ([result intValue] != 0) { - completion(NO, result); - return; - } - - completion(YES, result); - return; + return [self->module loadModel:modelSource]; } @end diff --git a/ios/RnExecutorch/models/classification/ClassificationModel.h b/ios/RnExecutorch/models/classification/ClassificationModel.h index 77c034b1f..3df50a1e3 100644 --- a/ios/RnExecutorch/models/classification/ClassificationModel.h +++ b/ios/RnExecutorch/models/classification/ClassificationModel.h @@ -1,4 +1,4 @@ -#import "BaseModel.h" +#import "../BaseModel.h" #import "opencv2/opencv.hpp" @interface ClassificationModel : BaseModel diff --git a/ios/RnExecutorch/models/classification/ClassificationModel.mm b/ios/RnExecutorch/models/classification/ClassificationModel.mm index 0306e67cd..13d4485a3 100644 --- a/ios/RnExecutorch/models/classification/ClassificationModel.mm +++ b/ios/RnExecutorch/models/classification/ClassificationModel.mm @@ -2,7 +2,6 @@ #import "../../utils/ImageProcessor.h" #import "../../utils/Numerical.h" #import "Constants.h" -#import "opencv2/opencv.hpp" @implementation ClassificationModel @@ -47,7 +46,7 @@ - (NSDictionary *)postprocess:(NSArray *)output { - (NSDictionary *)runModel:(cv::Mat &)input { NSArray *modelInput = [self preprocess:input]; - NSArray *modelOutput = [self forward:modelInput]; + NSArray *modelOutput = [self forward:@[ modelInput ]]; return [self postprocess:modelOutput]; } diff --git a/ios/RnExecutorch/models/classification/Constants.mm b/ios/RnExecutorch/models/classification/Constants.mm index 92e6284bb..ce99b0bdb 100644 --- a/ios/RnExecutorch/models/classification/Constants.mm +++ b/ios/RnExecutorch/models/classification/Constants.mm @@ -1,5 +1,4 @@ #import "Constants.h" -#import const std::string imagenet1k_v1_labels[] = { "tench, Tinca tinca", diff --git a/ios/RnExecutorch/models/image_segmentation/Constants.h b/ios/RnExecutorch/models/image_segmentation/Constants.h deleted file mode 100644 index 889556d70..000000000 --- a/ios/RnExecutorch/models/image_segmentation/Constants.h +++ /dev/null @@ -1,5 +0,0 @@ -#import -#import - - -extern const std::vector deeplabv3_resnet50_labels; diff --git a/ios/RnExecutorch/models/image_segmentation/Constants.mm b/ios/RnExecutorch/models/image_segmentation/Constants.mm deleted file mode 100644 index 84ce9ea60..000000000 --- a/ios/RnExecutorch/models/image_segmentation/Constants.mm +++ /dev/null @@ -1,10 +0,0 @@ -#import "Constants.h" -#import -#import - -const std::vector deeplabv3_resnet50_labels = { - "BACKGROUND", "AEROPLANE", "BICYCLE", "BIRD", "BOAT", - "BOTTLE", "BUS", "CAR", "CAT", "CHAIR", "COW", "DININGTABLE", - "DOG", "HORSE", "MOTORBIKE", "PERSON", "POTTEDPLANT", "SHEEP", - "SOFA", "TRAIN", "TVMONITOR" -}; \ No newline at end of file diff --git a/ios/RnExecutorch/models/image_segmentation/ImageSegmentationModel.h b/ios/RnExecutorch/models/image_segmentation/ImageSegmentationModel.h deleted file mode 100644 index a58733a18..000000000 --- a/ios/RnExecutorch/models/image_segmentation/ImageSegmentationModel.h +++ /dev/null @@ -1,10 +0,0 @@ -#import "../BaseModel.h" -#import "opencv2/opencv.hpp" - -@interface ImageSegmentationModel : BaseModel -- (cv::Size)getModelImageSize; -- (NSDictionary *)runModel:(cv::Mat &)input - returnClasses:(NSArray *)classesOfInterest - resize:(BOOL)resize; - -@end \ No newline at end of file diff --git a/ios/RnExecutorch/models/image_segmentation/ImageSegmentationModel.mm b/ios/RnExecutorch/models/image_segmentation/ImageSegmentationModel.mm deleted file mode 100644 index 951687c53..000000000 --- a/ios/RnExecutorch/models/image_segmentation/ImageSegmentationModel.mm +++ /dev/null @@ -1,147 +0,0 @@ -#import "ImageSegmentationModel.h" -#import -#import -#import -#import "../../utils/ImageProcessor.h" -#import "../../utils/Numerical.h" -#import "../../utils/Conversions.h" -#import "opencv2/opencv.hpp" -#import "Constants.h" - -@interface ImageSegmentationModel () - - (NSArray *)preprocess:(cv::Mat &)input; - - (NSDictionary *)postprocess:(NSArray *)output - returnClasses:(NSArray *)classesOfInterest - resize:(BOOL)resize; -@end - -@implementation ImageSegmentationModel { - cv::Size originalSize; -} - -- (cv::Size)getModelImageSize { - NSArray *inputShape = [module getInputShape:@0]; - NSNumber *widthNumber = inputShape.lastObject; - NSNumber *heightNumber = inputShape[inputShape.count - 2]; - - int height = [heightNumber intValue]; - int width = [widthNumber intValue]; - - return cv::Size(height, width); -} - -- (NSArray *)preprocess:(cv::Mat &)input { - originalSize = cv::Size(input.cols, input.rows); - - cv::Size modelImageSize = [self getModelImageSize]; - cv::Mat output; - cv::resize(input, output, modelImageSize); - - NSArray *modelInput = [ImageProcessor matToNSArray:output]; - return modelInput; -} - -std::vector extractResults(NSArray *result, std::size_t numLabels, - cv::Size modelImageSize, cv::Size originalSize, BOOL resize) { - std::size_t numModelPixels = modelImageSize.height * modelImageSize.width; - - std::vector resizedLabelScores(numLabels); - for (std::size_t label = 0; label < numLabels; ++label) { - cv::Mat labelMat = cv::Mat(modelImageSize, CV_64F); - - for(std::size_t pixel = 0; pixel < numModelPixels; ++pixel){ - int row = pixel / modelImageSize.width; - int col = pixel % modelImageSize.width; - labelMat.at(row, col) = [result[label * numModelPixels + pixel] doubleValue]; - } - - if (resize) { - cv::resize(labelMat, resizedLabelScores[label], originalSize); - } - else { - resizedLabelScores[label] = std::move(labelMat); - } - } - return resizedLabelScores; -} - -void adjustScoresPerPixel(std::vector& labelScores, cv::Mat& argMax, - cv::Size outputSize, std::size_t numLabels) { - std::size_t numOutputPixels = outputSize.height * outputSize.width; - for (std::size_t pixel = 0; pixel < numOutputPixels; ++pixel) { - int row = pixel / outputSize.width; - int col = pixel % outputSize.width; - std::vector scores; - scores.reserve(numLabels); - for (const auto& mat : labelScores) { - scores.push_back(mat.at(row, col)); - } - - std::vector adjustedScores = softmax(scores); - - for (std::size_t label = 0; label < numLabels; ++label) { - labelScores[label].at(row, col) = adjustedScores[label]; - } - - auto maxIt = std::max_element(scores.begin(), scores.end()); - argMax.at(row, col) = std::distance(scores.begin(), maxIt); - } -} - -- (NSDictionary *)postprocess:(NSArray *)output - returnClasses:(NSArray *)classesOfInterest - resize:(BOOL)resize { - cv::Size modelImageSize = [self getModelImageSize]; - - std::size_t numLabels = deeplabv3_resnet50_labels.size(); - - NSAssert((std::size_t)output.count == numLabels * modelImageSize.height * modelImageSize.width, - @"Model generated unexpected output size."); - - // For each label extract it's matrix, - // and rescale it to the original size if `resize` - std::vector resizedLabelScores = - extractResults(output, numLabels, modelImageSize, originalSize, resize); - - cv::Size outputSize = resize ? originalSize : modelImageSize; - cv::Mat argMax = cv::Mat(outputSize, CV_32S); - - // For each pixel apply softmax across all the labels and calculate the argMax - adjustScoresPerPixel(resizedLabelScores, argMax, outputSize, numLabels); - - std::unordered_set labelSet; - - for (id label in classesOfInterest) { - labelSet.insert(std::string([label UTF8String])); - } - - NSMutableDictionary *result = [NSMutableDictionary dictionary]; - - // Convert to NSArray and populate the final dictionary - for (std::size_t label = 0; label < numLabels; ++label) { - if (labelSet.contains(deeplabv3_resnet50_labels[label])){ - NSString *labelString = @(deeplabv3_resnet50_labels[label].c_str()); - NSArray *arr = simpleMatToNSArray(resizedLabelScores[label]); - result[labelString] = arr; - } - } - - result[@"ARGMAX"] = simpleMatToNSArray(argMax); - - return result; -} - -- (NSDictionary *)runModel:(cv::Mat &)input - returnClasses:(NSArray *)classesOfInterest - resize:(BOOL)resize { - NSArray *modelInput = [self preprocess:input]; - NSArray *result = [self forward:modelInput]; - - NSDictionary *output = [self postprocess:result[0] - returnClasses:classesOfInterest - resize:resize]; - - return output; -} - -@end diff --git a/ios/RnExecutorch/models/object_detection/SSDLiteLargeModel.mm b/ios/RnExecutorch/models/object_detection/SSDLiteLargeModel.mm index e2500bf17..57e60dac4 100644 --- a/ios/RnExecutorch/models/object_detection/SSDLiteLargeModel.mm +++ b/ios/RnExecutorch/models/object_detection/SSDLiteLargeModel.mm @@ -1,7 +1,6 @@ #include "SSDLiteLargeModel.hpp" #include "../../utils/ObjectDetectionUtils.hpp" #include "ImageProcessor.h" -#include float constexpr iouThreshold = 0.55; float constexpr detectionThreshold = 0.7; @@ -54,7 +53,7 @@ - (NSArray *)runModel:(cv::Mat)input { int inputImageWidth = size.width; int inputImageHeight = size.height; NSArray *modelInput = [self preprocess:input]; - NSArray *forwardResult = [self forward:modelInput]; + NSArray *forwardResult = [self forward:@[ modelInput ]]; NSArray *output = [self postprocess:forwardResult widthRatio:inputImageWidth / (float)modelInputWidth diff --git a/ios/RnExecutorch/models/ocr/Detector.h b/ios/RnExecutorch/models/ocr/Detector.h index 164413593..e1a43898c 100644 --- a/ios/RnExecutorch/models/ocr/Detector.h +++ b/ios/RnExecutorch/models/ocr/Detector.h @@ -1,7 +1,5 @@ -#import "BaseModel.h" -#import "RecognitionHandler.h" +#import "../BaseModel.h" #import "opencv2/opencv.hpp" -#import "utils/Constants.h" @interface Detector : BaseModel diff --git a/ios/RnExecutorch/models/ocr/Detector.mm b/ios/RnExecutorch/models/ocr/Detector.mm index 5bec88369..9df5ea36e 100644 --- a/ios/RnExecutorch/models/ocr/Detector.mm +++ b/ios/RnExecutorch/models/ocr/Detector.mm @@ -1,5 +1,6 @@ #import "Detector.h" #import "../../utils/ImageProcessor.h" +#import "utils/Constants.h" #import "utils/DetectorUtils.h" #import "utils/OCRUtils.h" @@ -92,7 +93,7 @@ group each character into a single instance (sequence) Both matrices are - (NSArray *)runModel:(cv::Mat &)input { NSArray *modelInput = [self preprocess:input]; - NSArray *modelResult = [self forward:modelInput]; + NSArray *modelResult = [self forward:@[ modelInput ]]; NSArray *result = [self postprocess:modelResult]; return result; } diff --git a/ios/RnExecutorch/models/ocr/RecognitionHandler.h b/ios/RnExecutorch/models/ocr/RecognitionHandler.h index 7f674d989..d0031c33d 100644 --- a/ios/RnExecutorch/models/ocr/RecognitionHandler.h +++ b/ios/RnExecutorch/models/ocr/RecognitionHandler.h @@ -3,10 +3,11 @@ @interface RecognitionHandler : NSObject - (instancetype)initWithSymbols:(NSString *)symbols; -- (void)loadRecognizers:(NSString *)largeRecognizerPath - mediumRecognizerPath:(NSString *)mediumRecognizerPath - smallRecognizerPath:(NSString *)smallRecognizerPath - completion:(void (^)(BOOL, NSNumber *))completion; + +- (NSNumber *)loadRecognizers:(NSString *)largeRecognizerPath + mediumRecognizerPath:(NSString *)mediumRecognizerPath + smallRecognizerPath:(NSString *)smallRecognizerPath; + - (NSArray *)recognize:(NSArray *)bBoxesList imgGray:(cv::Mat)imgGray desiredWidth:(int)desiredWidth diff --git a/ios/RnExecutorch/models/ocr/RecognitionHandler.mm b/ios/RnExecutorch/models/ocr/RecognitionHandler.mm index 02d683cdc..b291ea430 100644 --- a/ios/RnExecutorch/models/ocr/RecognitionHandler.mm +++ b/ios/RnExecutorch/models/ocr/RecognitionHandler.mm @@ -1,12 +1,9 @@ #import "RecognitionHandler.h" -#import "../../utils/ImageProcessor.h" #import "./utils/CTCLabelConverter.h" #import "./utils/Constants.h" #import "./utils/OCRUtils.h" #import "./utils/RecognizerUtils.h" -#import "ExecutorchLib/ETModel.h" #import "Recognizer.h" -#import /* RecognitionHandler class is responsible for loading and choosing the @@ -34,15 +31,12 @@ - (instancetype)initWithSymbols:(NSString *)symbols { return self; } -- (void)loadRecognizers:(NSString *)largeRecognizerPath - mediumRecognizerPath:(NSString *)mediumRecognizerPath - smallRecognizerPath:(NSString *)smallRecognizerPath - completion:(void (^)(BOOL, NSNumber *))completion { - dispatch_group_t group = dispatch_group_create(); - __block BOOL allSuccessful = YES; - +- (NSNumber *)loadRecognizers:(NSString *)largeRecognizerPath + mediumRecognizerPath:(NSString *)mediumRecognizerPath + smallRecognizerPath:(NSString *)smallRecognizerPath { NSArray *recognizers = @[ recognizerLarge, recognizerMedium, recognizerSmall ]; + NSArray *paths = @[ largeRecognizerPath, mediumRecognizerPath, smallRecognizerPath ]; @@ -50,24 +44,13 @@ - (void)loadRecognizers:(NSString *)largeRecognizerPath Recognizer *recognizer = recognizers[i]; NSString *path = paths[i]; - dispatch_group_enter(group); - [recognizer loadModel:[NSURL URLWithString:path] - completion:^(BOOL success, NSNumber *errorCode) { - if (!success) { - allSuccessful = NO; - dispatch_group_leave(group); - completion(NO, errorCode); - return; - } - dispatch_group_leave(group); - }]; + NSNumber *errorCode = [recognizer loadModel:path]; + if ([errorCode intValue] != 0) { + return errorCode; + } } - dispatch_group_notify(group, dispatch_get_main_queue(), ^{ - if (allSuccessful) { - completion(YES, @(0)); - } - }); + return @0; } - (NSArray *)runModel:(cv::Mat)croppedImage { diff --git a/ios/RnExecutorch/models/ocr/Recognizer.h b/ios/RnExecutorch/models/ocr/Recognizer.h index 4b301dbef..9d1cd81a0 100644 --- a/ios/RnExecutorch/models/ocr/Recognizer.h +++ b/ios/RnExecutorch/models/ocr/Recognizer.h @@ -1,4 +1,4 @@ -#import "BaseModel.h" +#import "../BaseModel.h" #import "opencv2/opencv.hpp" @interface Recognizer : BaseModel diff --git a/ios/RnExecutorch/models/ocr/Recognizer.mm b/ios/RnExecutorch/models/ocr/Recognizer.mm index 8b339bc23..2457727aa 100644 --- a/ios/RnExecutorch/models/ocr/Recognizer.mm +++ b/ios/RnExecutorch/models/ocr/Recognizer.mm @@ -1,7 +1,6 @@ #import "Recognizer.h" #import "../../utils/ImageProcessor.h" #import "RecognizerUtils.h" -#import "utils/OCRUtils.h" /* The model used as detector is based on CRNN paper. @@ -69,7 +68,7 @@ - (NSArray *)postprocess:(NSArray *)output { - (NSArray *)runModel:(cv::Mat &)input { NSArray *modelInput = [self preprocess:input]; - NSArray *modelResult = [self forward:modelInput]; + NSArray *modelResult = [self forward:@[ modelInput ]]; NSArray *result = [self postprocess:modelResult]; return result; diff --git a/ios/RnExecutorch/models/ocr/VerticalDetector.h b/ios/RnExecutorch/models/ocr/VerticalDetector.h index 1c1fcd2ec..87a3e36be 100644 --- a/ios/RnExecutorch/models/ocr/VerticalDetector.h +++ b/ios/RnExecutorch/models/ocr/VerticalDetector.h @@ -1,7 +1,5 @@ -#import "BaseModel.h" -#import "RecognitionHandler.h" +#import "../BaseModel.h" #import "opencv2/opencv.hpp" -#import "utils/Constants.h" @interface VerticalDetector : BaseModel diff --git a/ios/RnExecutorch/models/ocr/VerticalDetector.mm b/ios/RnExecutorch/models/ocr/VerticalDetector.mm index b36a29a29..b3b7dcc66 100644 --- a/ios/RnExecutorch/models/ocr/VerticalDetector.mm +++ b/ios/RnExecutorch/models/ocr/VerticalDetector.mm @@ -1,5 +1,6 @@ #import "VerticalDetector.h" #import "../../utils/ImageProcessor.h" +#import "utils/Constants.h" #import "utils/DetectorUtils.h" #import "utils/OCRUtils.h" @@ -109,7 +110,7 @@ group each character into a single instance (sequence) Both matrices are - (NSArray *)runModel:(cv::Mat &)input { NSArray *modelInput = [self preprocess:input]; - NSArray *modelResult = [self forward:modelInput]; + NSArray *modelResult = [self forward:@[ modelInput ]]; NSArray *result = [self postprocess:modelResult]; return result; } diff --git a/ios/RnExecutorch/models/ocr/utils/OCRUtils.mm b/ios/RnExecutorch/models/ocr/utils/OCRUtils.mm index eed17a152..a7a7a22d8 100644 --- a/ios/RnExecutorch/models/ocr/utils/OCRUtils.mm +++ b/ios/RnExecutorch/models/ocr/utils/OCRUtils.mm @@ -1,5 +1,4 @@ #import "OCRUtils.h" -#import "RecognizerUtils.h" @implementation OCRUtils diff --git a/ios/RnExecutorch/models/stt/Moonshine.mm b/ios/RnExecutorch/models/stt/Moonshine.mm index a87b4105e..699d00008 100644 --- a/ios/RnExecutorch/models/stt/Moonshine.mm +++ b/ios/RnExecutorch/models/stt/Moonshine.mm @@ -1,9 +1,4 @@ #import "Moonshine.hpp" -#import "ExecutorchLib/ETModel.h" -#import "MoonshineEncoder.hpp" -#import "Moonshinedecoder.hpp" -#import -#import @implementation Moonshine { MoonshineEncoder *encoder; @@ -66,4 +61,4 @@ - (void)loadModules:(NSArray *)modelSources { }]; } -@end \ No newline at end of file +@end diff --git a/ios/RnExecutorch/models/stt/SpeechToTextBaseModel.mm b/ios/RnExecutorch/models/stt/SpeechToTextBaseModel.mm index 48cd4f504..dbfeb38e6 100644 --- a/ios/RnExecutorch/models/stt/SpeechToTextBaseModel.mm +++ b/ios/RnExecutorch/models/stt/SpeechToTextBaseModel.mm @@ -1,6 +1,4 @@ #import "SpeechToTextBaseModel.hpp" -#import -#import @implementation SpeechToTextBaseModel @@ -8,16 +6,14 @@ - (void)loadModuleHelper:(BaseModel *)model withSource:(NSString *)source onSuccess:(void (^)(void))success onFailure:(void (^)(NSString *))failure { + NSNumber *errorCode = [model loadModel:source]; - [model loadModel:[NSURL URLWithString:source] - completion:^(BOOL isSuccess, NSNumber *errorCode) { - if (isSuccess) { - success(); - } else { - failure([NSString - stringWithFormat:@"%ld", (long)[errorCode longValue]]); - } - }]; + if ([errorCode intValue] != 0) { + failure([NSString stringWithFormat:@"%ld", (long)[errorCode longValue]]); + return; + } + + success(); } @end diff --git a/ios/RnExecutorch/models/stt/Whisper.mm b/ios/RnExecutorch/models/stt/Whisper.mm index 0a70e7fa9..1710cf33a 100644 --- a/ios/RnExecutorch/models/stt/Whisper.mm +++ b/ios/RnExecutorch/models/stt/Whisper.mm @@ -1,11 +1,6 @@ #import "Whisper.hpp" -#import "../../utils/SFFT.hpp" -#import "../../utils/ScalarType.h" -#import "ExecutorchLib/ETModel.h" #import "WhisperEncoder.hpp" #import "Whisperdecoder.hpp" -#import -#import @implementation Whisper { WhisperEncoder *encoder; diff --git a/ios/RnExecutorch/models/style_transfer/StyleTransferModel.h b/ios/RnExecutorch/models/style_transfer/StyleTransferModel.h deleted file mode 100644 index 20cdf6dd0..000000000 --- a/ios/RnExecutorch/models/style_transfer/StyleTransferModel.h +++ /dev/null @@ -1,11 +0,0 @@ -#import "../BaseModel.h" -#import "opencv2/opencv.hpp" - -@interface StyleTransferModel : BaseModel - -- (cv::Size)getModelImageSize; -- (NSArray *)preprocess:(cv::Mat &)input; -- (cv::Mat)postprocess:(NSArray *)output; -- (cv::Mat)runModel:(cv::Mat &)input; - -@end diff --git a/ios/RnExecutorch/models/style_transfer/StyleTransferModel.mm b/ios/RnExecutorch/models/style_transfer/StyleTransferModel.mm deleted file mode 100644 index 6a351431e..000000000 --- a/ios/RnExecutorch/models/style_transfer/StyleTransferModel.mm +++ /dev/null @@ -1,51 +0,0 @@ -#import "StyleTransferModel.h" -#import "../../utils/ImageProcessor.h" -#import "opencv2/opencv.hpp" - -@implementation StyleTransferModel { - cv::Size originalSize; -} - -- (cv::Size)getModelImageSize { - NSArray *inputShape = [module getInputShape:@0]; - NSNumber *widthNumber = inputShape.lastObject; - NSNumber *heightNumber = inputShape[inputShape.count - 2]; - - int height = [heightNumber intValue]; - int width = [widthNumber intValue]; - - return cv::Size(height, width); -} - -- (NSArray *)preprocess:(cv::Mat &)input { - self->originalSize = cv::Size(input.cols, input.rows); - - cv::Size modelImageSize = [self getModelImageSize]; - cv::Mat output; - cv::resize(input, output, modelImageSize); - - NSArray *modelInput = [ImageProcessor matToNSArray:output]; - return modelInput; -} - -- (cv::Mat)postprocess:(NSArray *)output { - cv::Size modelImageSize = [self getModelImageSize]; - cv::Mat processedImage = [ImageProcessor arrayToMat:output - width:modelImageSize.width - height:modelImageSize.height]; - - cv::Mat processedOutput; - cv::resize(processedImage, processedOutput, originalSize); - - return processedOutput; -} - -- (cv::Mat)runModel:(cv::Mat &)input { - NSArray *modelInput = [self preprocess:input]; - NSArray *result = [self forward:modelInput]; - input = [self postprocess:result[0]]; - - return input; -} - -@end diff --git a/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsModel.h b/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsModel.h new file mode 100644 index 000000000..be1ac0f95 --- /dev/null +++ b/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsModel.h @@ -0,0 +1,15 @@ +#import "../BaseModel.h" +#import "ExecutorchLib/HuggingFaceTokenizer.h" + +@interface TextEmbeddingsModel : BaseModel { +@protected + HuggingFaceTokenizer *tokenizer; +} + +- (void)loadTokenizer:(NSString *)tokenizerSource; +- (NSArray *)preprocess:(NSString *)input; +- (NSArray *)runModel:(NSString *)input; +- (NSArray *)postprocess:(NSArray *)input + attentionMask:(NSArray *)attentionMask; + +@end diff --git a/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsModel.mm b/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsModel.mm new file mode 100644 index 000000000..3c1115961 --- /dev/null +++ b/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsModel.mm @@ -0,0 +1,34 @@ +#import "TextEmbeddingsModel.h" +#import "TextEmbeddingsUtils.h" + +@implementation TextEmbeddingsModel + +- (NSArray *)preprocess:(NSString *)input { + NSArray *input_ids = [self->tokenizer encode:input]; + NSMutableArray *attention_mask = [NSMutableArray new]; + for (int i = 0; i < [input_ids count]; i++) { + [attention_mask addObject:@((int)([input_ids[i] intValue] != 0))]; + } + return @[ input_ids, attention_mask ]; // [2, max_length] +} + +- (NSArray *)postprocess:(NSArray *)modelOutput // [max_length * embedding_dim] + attentionMask:(NSArray *)attentionMask // [max_length] +{ + NSArray *embeddings = [TextEmbeddingsUtils meanPooling:modelOutput + attentionMask:attentionMask]; + return [TextEmbeddingsUtils normalize:embeddings]; +} + +- (NSArray *)runModel:(NSString *)input { + NSArray *modelInput = [self preprocess:input]; + NSArray *modelOutput = [self forward:modelInput]; + return [self postprocess:modelOutput[0] attentionMask:modelInput[1]]; +} + +- (void)loadTokenizer:(NSString *)tokenizerSource { + tokenizer = + [[HuggingFaceTokenizer alloc] initWithTokenizerPath:tokenizerSource]; +} + +@end diff --git a/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsUtils.h b/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsUtils.h new file mode 100644 index 000000000..52a44a444 --- /dev/null +++ b/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsUtils.h @@ -0,0 +1,8 @@ +@interface TextEmbeddingsUtils : NSObject + ++ (NSArray *)meanPooling:(NSArray *)modelOutput + attentionMask:(NSArray *)attentionMask; + ++ (NSArray *)normalize:(NSArray *)embeddings; + +@end diff --git a/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsUtils.mm b/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsUtils.mm new file mode 100644 index 000000000..3e5a66ce0 --- /dev/null +++ b/ios/RnExecutorch/models/text_embeddings/TextEmbeddingsUtils.mm @@ -0,0 +1,49 @@ +#import "TextEmbeddingsUtils.h" + +@implementation TextEmbeddingsUtils + ++ (NSArray *)meanPooling:(NSArray *)modelOutput + attentionMask:(NSArray *)attentionMask { + NSInteger modelOutputLength = [modelOutput count]; + NSInteger attentionMaskLength = [attentionMask count]; + NSInteger embeddingDim = modelOutputLength / attentionMaskLength; + + NSMutableArray *result = [NSMutableArray arrayWithCapacity:embeddingDim]; + + double sumMask = 0.0; + for (NSNumber *maskValue in attentionMask) { + sumMask += [maskValue intValue]; + } + sumMask = fmax(sumMask, 1e-9); + + for (NSInteger i = 0; i < embeddingDim; i++) { + double sum = 0; + for (NSInteger j = 0; j < attentionMaskLength; j++) { + sum += [modelOutput[j * embeddingDim + i] doubleValue] * + [attentionMask[j] intValue]; + } + [result addObject:@(sum / sumMask)]; + } + + return result; +} + ++ (NSArray *)normalize:(NSArray *)embeddings { + NSInteger embeddingDim = [embeddings count]; + double sum = 0.0; + + for (NSNumber *value in embeddings) { + sum += [value doubleValue] * [value doubleValue]; + } + sum = fmax(sqrt(sum), 1e-9); + + NSMutableArray *normalizedResult = + [NSMutableArray arrayWithCapacity:embeddingDim]; + for (NSNumber *value in embeddings) { + [normalizedResult addObject:@([value doubleValue] / sum)]; + } + + return normalizedResult; +} + +@end diff --git a/ios/RnExecutorch/utils/ImageProcessor.h b/ios/RnExecutorch/utils/ImageProcessor.h index c65182d0a..234bbc7e5 100644 --- a/ios/RnExecutorch/utils/ImageProcessor.h +++ b/ios/RnExecutorch/utils/ImageProcessor.h @@ -1,4 +1,3 @@ -#import #import @interface ImageProcessor : NSObject diff --git a/ios/RnExecutorch/utils/Numerical.h b/ios/RnExecutorch/utils/Numerical.h index 102a2bc54..2878bb43c 100644 --- a/ios/RnExecutorch/utils/Numerical.h +++ b/ios/RnExecutorch/utils/Numerical.h @@ -1,3 +1 @@ -#include - std::vector softmax(const std::vector &v); diff --git a/ios/RnExecutorch/utils/Numerical.mm b/ios/RnExecutorch/utils/Numerical.mm index 84e4bd629..7f91861ae 100644 --- a/ios/RnExecutorch/utils/Numerical.mm +++ b/ios/RnExecutorch/utils/Numerical.mm @@ -1,6 +1,4 @@ #include "Utils.h" -#include -#include std::vector softmax(const std::vector &v) { std::vector result(v.size()); diff --git a/ios/RnExecutorch/utils/ObjectDetectionUtils.mm b/ios/RnExecutorch/utils/ObjectDetectionUtils.mm index 93837717c..e1b8366f2 100644 --- a/ios/RnExecutorch/utils/ObjectDetectionUtils.mm +++ b/ios/RnExecutorch/utils/ObjectDetectionUtils.mm @@ -1,7 +1,5 @@ #include "ObjectDetectionUtils.hpp" #include "Constants.h" -#include -#include NSString *floatLabelToNSString(float label) { int intLabel = static_cast(label); diff --git a/ios/RnExecutorch/utils/SFFT.mm b/ios/RnExecutorch/utils/SFFT.mm index c68d99340..d8a767c40 100644 --- a/ios/RnExecutorch/utils/SFFT.mm +++ b/ios/RnExecutorch/utils/SFFT.mm @@ -68,4 +68,4 @@ + (void)fft:(float *)signal free(a.imagp); } -@end \ No newline at end of file +@end diff --git a/ios/RnExecutorch/utils/ScalarType.h b/ios/RnExecutorch/utils/ScalarType.h index 81a511675..f03af8e1e 100644 --- a/ios/RnExecutorch/utils/ScalarType.h +++ b/ios/RnExecutorch/utils/ScalarType.h @@ -1,8 +1,6 @@ #ifndef ScalarType_h #define ScalarType_h -#import - @interface ScalarType : NSObject @property(class, nonatomic, readonly) NSNumber *Int8; diff --git a/ios/RnExecutorch/utils/llms/Constants.h b/ios/RnExecutorch/utils/llms/Constants.h deleted file mode 100644 index 1ecf56c55..000000000 --- a/ios/RnExecutorch/utils/llms/Constants.h +++ /dev/null @@ -1,6 +0,0 @@ -#import - -extern NSString *const END_OF_TEXT_TOKEN_NS; -extern NSString *const BEGIN_OF_TEXT_TOKEN_NS; -extern NSString *const START_HEADER_ID_TOKEN_NS; -extern NSString *const END_HEADER_ID_TOKEN_NS; diff --git a/ios/RnExecutorch/utils/llms/Constants.mm b/ios/RnExecutorch/utils/llms/Constants.mm deleted file mode 100644 index 7ca223759..000000000 --- a/ios/RnExecutorch/utils/llms/Constants.mm +++ /dev/null @@ -1,23 +0,0 @@ -#import "Constants.h" -#import "ConversationManager.h" -#import - -NSString *const END_OF_TEXT_TOKEN_NS = - [[NSString alloc] initWithBytes:END_OF_TEXT_TOKEN.data() - length:END_OF_TEXT_TOKEN.size() - encoding:NSUTF8StringEncoding]; - -NSString *const BEGIN_OF_TEXT_TOKEN_NS = - [[NSString alloc] initWithBytes:BEGIN_OF_TEXT_TOKEN.data() - length:BEGIN_OF_TEXT_TOKEN.size() - encoding:NSUTF8StringEncoding]; - -NSString *const START_HEADER_ID_TOKEN_NS = - [[NSString alloc] initWithBytes:START_HEADER_ID_TOKEN.data() - length:START_HEADER_ID_TOKEN.size() - encoding:NSUTF8StringEncoding]; - -NSString *const END_HEADER_ID_TOKEN_NS = - [[NSString alloc] initWithBytes:END_HEADER_ID_TOKEN.data() - length:END_HEADER_ID_TOKEN.size() - encoding:NSUTF8StringEncoding]; diff --git a/ios/RnExecutorch/utils/llms/ConversationManager.h b/ios/RnExecutorch/utils/llms/ConversationManager.h deleted file mode 100644 index f3d3a95e1..000000000 --- a/ios/RnExecutorch/utils/llms/ConversationManager.h +++ /dev/null @@ -1,26 +0,0 @@ -#import -#import -#import -#import - -enum class ChatRole { SYSTEM, USER, ASSISTANT }; - -inline constexpr std::string_view BEGIN_OF_TEXT_TOKEN = "<|begin_of_text|>"; -inline constexpr std::string_view END_OF_TEXT_TOKEN = "<|eot_id|>"; -inline constexpr std::string_view START_HEADER_ID_TOKEN = "<|start_header_id|>"; -inline constexpr std::string_view END_HEADER_ID_TOKEN = "<|end_header_id|>"; - -@interface ConversationManager : NSObject { - NSUInteger numMessagesContextWindow; - std::string basePrompt; - std::deque messages; -} - -- (instancetype)initWithNumMessagesContextWindow:(NSUInteger)numMessages - systemPrompt:(NSString *)systemPrompt - messageHistory:(NSArray *)messageHistory; - -- (void)addResponse:(NSString *)text senderRole:(ChatRole)senderRole; -- (NSString *)getConversation; - -@end diff --git a/ios/RnExecutorch/utils/llms/ConversationManager.mm b/ios/RnExecutorch/utils/llms/ConversationManager.mm deleted file mode 100644 index 758c5a819..000000000 --- a/ios/RnExecutorch/utils/llms/ConversationManager.mm +++ /dev/null @@ -1,71 +0,0 @@ -#import "ConversationManager.h" - -@implementation ConversationManager - -- (instancetype)initWithNumMessagesContextWindow:(NSUInteger)numMessages - systemPrompt:(NSString *)systemPrompt - messageHistory:(NSArray *)messageHistory { - self = [super init]; - if (self) { - numMessagesContextWindow = numMessages; - basePrompt += std::string(BEGIN_OF_TEXT_TOKEN); - basePrompt += [self getHeaderTokenFromRole:ChatRole::SYSTEM]; - basePrompt += [systemPrompt UTF8String]; - basePrompt += std::string(END_OF_TEXT_TOKEN); - basePrompt += [self getHeaderTokenFromRole:ChatRole::USER]; - - for (const NSDictionary *message in messageHistory) { - NSString *role = message[@"role"]; - NSString *content = message[@"content"]; - if ([role isEqualToString:@"user"]) { - [self addResponse:content senderRole:ChatRole::USER]; - } else if ([role isEqualToString:@"assistant"]) { - [self addResponse:content senderRole:ChatRole::ASSISTANT]; - } - } - } - return self; -} - -- (void)addResponse:(NSString *)text senderRole:(ChatRole)senderRole { - if (messages.size() >= numMessagesContextWindow) { - messages.pop_front(); - } - - std::string formattedMessage; - if (senderRole == ChatRole::ASSISTANT) { - formattedMessage = [text UTF8String]; - formattedMessage += [self getHeaderTokenFromRole:ChatRole::USER]; - } else { - formattedMessage += [text UTF8String]; - formattedMessage += std::string(END_OF_TEXT_TOKEN); - formattedMessage += [self getHeaderTokenFromRole:ChatRole::ASSISTANT]; - } - messages.push_back(formattedMessage); -} - -- (NSString *)getConversation { - std::string prompt = basePrompt; - for (const auto &elem : messages) { - prompt += elem; - } - return [NSString stringWithUTF8String:prompt.c_str()]; -} - -- (std::string)getHeaderTokenFromRole:(ChatRole)role { - switch (role) { - case ChatRole::SYSTEM: - return std::string(START_HEADER_ID_TOKEN) + "system" + - std::string(END_HEADER_ID_TOKEN); - case ChatRole::USER: - return std::string(START_HEADER_ID_TOKEN) + "user" + - std::string(END_HEADER_ID_TOKEN); - case ChatRole::ASSISTANT: - return std::string(START_HEADER_ID_TOKEN) + "assistant" + - std::string(END_HEADER_ID_TOKEN); - default: - return ""; - } -} - -@end diff --git a/third-party/ios/ExecutorchLib/frameworks/backend_coreml.xcframework/ios-arm64/libbackend_coreml-ios-release.a b/ios/libs/libbackend_coreml-ios-release.a similarity index 100% rename from third-party/ios/ExecutorchLib/frameworks/backend_coreml.xcframework/ios-arm64/libbackend_coreml-ios-release.a rename to ios/libs/libbackend_coreml-ios-release.a diff --git 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third-party/ios/ExecutorchLib/frameworks/kernels_custom.xcframework/ios-arm64-simulator/libkernels_custom-simulator-release.a rename to ios/libs/libkernels_custom-simulator-release.a diff --git a/ios/libs/libkernels_custom_ios.a b/ios/libs/libkernels_custom_ios.a new file mode 100644 index 000000000..19dc7d284 Binary files /dev/null and b/ios/libs/libkernels_custom_ios.a differ diff --git a/ios/libs/libkernels_custom_simulator.a b/ios/libs/libkernels_custom_simulator.a new file mode 100644 index 000000000..3f1a86769 Binary files /dev/null and b/ios/libs/libkernels_custom_simulator.a differ diff --git a/third-party/ios/ExecutorchLib/frameworks/kernels_optimized.xcframework/ios-arm64/libkernels_optimized-ios-release.a b/ios/libs/libkernels_optimized-ios-release.a similarity index 100% rename from third-party/ios/ExecutorchLib/frameworks/kernels_optimized.xcframework/ios-arm64/libkernels_optimized-ios-release.a rename to ios/libs/libkernels_optimized-ios-release.a diff --git a/third-party/ios/ExecutorchLib/frameworks/kernels_optimized.xcframework/ios-arm64-simulator/libkernels_optimized-simulator-release.a b/ios/libs/libkernels_optimized-simulator-release.a similarity index 100% rename from third-party/ios/ExecutorchLib/frameworks/kernels_optimized.xcframework/ios-arm64-simulator/libkernels_optimized-simulator-release.a rename to ios/libs/libkernels_optimized-simulator-release.a diff --git a/ios/libs/libkernels_optimized_ios.a b/ios/libs/libkernels_optimized_ios.a new file mode 100644 index 000000000..1bed14fa3 Binary files /dev/null and b/ios/libs/libkernels_optimized_ios.a differ diff --git a/ios/libs/libkernels_optimized_simulator.a b/ios/libs/libkernels_optimized_simulator.a new file mode 100644 index 000000000..a62462cc5 Binary files /dev/null and b/ios/libs/libkernels_optimized_simulator.a differ diff --git a/third-party/ios/ExecutorchLib/frameworks/kernels_portable.xcframework/ios-arm64/libkernels_portable-ios-release.a 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100644 index 000000000..d86749aa0 Binary files /dev/null and b/ios/libs/libkernels_quantized_ios.a differ diff --git a/ios/libs/libkernels_quantized_simulator.a b/ios/libs/libkernels_quantized_simulator.a new file mode 100644 index 000000000..2fd5b69b6 Binary files /dev/null and b/ios/libs/libkernels_quantized_simulator.a differ diff --git a/lefthook.yml b/lefthook.yml index 4c9e1913b..32b920110 100644 --- a/lefthook.yml +++ b/lefthook.yml @@ -19,3 +19,6 @@ pre-commit: format-other: glob: '*.{json,yml,watchmanconfig,md,css}' run: npx prettier --write {staged_files} && git add {staged_files} + spell-check-other: + glob: '*.{md,css}' + run: cspell {staged_files} --config .cspell.json --quiet && git add {staged_files} diff --git a/llama_export/Dockerfile b/llama_export/Dockerfile deleted file mode 100755 index d2fa629bd..000000000 --- a/llama_export/Dockerfile +++ /dev/null @@ -1,65 +0,0 @@ -FROM ubuntu:20.04 - -ENV PYTHONUNBUFFERED=1 -ENV DEBIAN_FRONTEND=noninteractive -ENV CLANG_VERSION=12 -ENV GCC_VERSION=13 - -RUN apt update && \ - apt install -y --no-install-recommends \ - build-essential \ - curl \ - git - -RUN apt update && \ - apt install -y --no-install-recommends \ - software-properties-common && \ - add-apt-repository -y ppa:deadsnakes/ppa && \ - add-apt-repository -y ppa:ubuntu-toolchain-r/test - -# Install clang -RUN apt install -y --no-install-recommends \ - clang-"$CLANG_VERSION" \ - llvm-"$CLANG_VERSION" \ - lld "libomp-${CLANG_VERSION}-dev" - -RUN update-alternatives --install /usr/bin/clang clang /usr/bin/clang-"$CLANG_VERSION" 1 && \ - update-alternatives --install /usr/bin/clang++ clang++ /usr/bin/clang++-"$CLANG_VERSION" 1 && \ - update-alternatives --install /usr/bin/cc cc /usr/bin/clang 1 && \ - update-alternatives --install /usr/bin/c++ c++ /usr/bin/clang++ 1 - -# Install g++ -RUN apt update && \ - apt install -y g++-"$GCC_VERSION" - -RUN update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-"$GCC_VERSION" 1 && \ - update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-"$GCC_VERSION" 1 && \ - update-alternatives --install /usr/bin/gcov gcov /usr/bin/gcov-"$GCC_VERSION" 1 - -# Install python 3.10 -RUN apt install -y --no-install-recommends \ - python3.10 \ - python3.10-venv \ - python3.10-dev \ - && apt clean \ - && rm -rf /var/lib/apt/lists/* - -RUN update-alternatives --install /usr/bin/python python /usr/bin/python3.10 1 && \ - update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1 - -# Install ExecuTorch -RUN git clone https://github.com/pytorch/executorch.git -WORKDIR /executorch -RUN git checkout fe20be98c -RUN git submodule sync -RUN git submodule update --init - -RUN python -m venv .venv -ENV PATH="/executorch/.venv/bin:$PATH" - -RUN ./install_requirements.sh --pybind xnnpack -RUN ./examples/models/llama/install_requirements.sh - -COPY ./scripts /scripts - -ENTRYPOINT ["bash", "-c", "/scripts/export_llama.sh"] diff --git a/llama_export/build_llama_binary.sh b/llama_export/build_llama_binary.sh deleted file mode 100755 index ab7b296ab..000000000 --- a/llama_export/build_llama_binary.sh +++ /dev/null @@ -1,48 +0,0 @@ -#!/bin/bash - -set -eu - -MODEL_PATH="" -PARAMS_PATH="" - -REPO_ROOT=$(git rev-parse --show-toplevel) -OUTPUT_PATH="$REPO_ROOT/llama_export/outputs" - -while [[ "$#" -gt 0 ]]; do - case $1 in - --model-path) - MODEL_PATH="${2%/}" - shift 2 - ;; - --params-path) - PARAMS_PATH="${2%/}" - shift 2 - ;; - --output-path) - OUTPUT_PATH="${2%/}" - shift 2 - ;; - *) - echo "Unknown option: $1" >&2 - echo "Usage: $0 --model-path --params-path [--output-path ]" - exit 1 - ;; - esac -done - -if [[ -z "$MODEL_PATH" || -z "$PARAMS_PATH" ]]; then - echo "Error: --model-path, --params-path are required." >&2 - echo "Usage: $0 --model-path --params-path [--output-path ]" - exit 1 -fi - -[ -f "$MODEL_PATH" ] || { echo "$MODEL_PATH is not a valid path! Make sure to pass a proper path to the model weights!" >&2; exit 1; } -[ -f "$PARAMS_PATH" ] || { echo "$PARAMS_PATH is not a valid path! Make sure to pass a proper path to the model parameters!" >&2; exit 1; } - -IMAGE_TAG="ghcr.io/software-mansion/react-native-executorch/executorch-llama-export:latest" -docker pull "$IMAGE_TAG" - -mkdir -p "$OUTPUT_PATH" - -# The export_llama.sh from ./scripts is ran inside the docker container -docker run -v "$MODEL_PATH:/model/consolidated.00.pth" -v "$PARAMS_PATH:/model/params.json" -v "$OUTPUT_PATH:/outputs" $IMAGE_TAG diff --git a/llama_export/scripts/export_llama.sh b/llama_export/scripts/export_llama.sh deleted file mode 100755 index 9ecb3d212..000000000 --- a/llama_export/scripts/export_llama.sh +++ /dev/null @@ -1,41 +0,0 @@ -#!/bin/bash - -set -eu - -export_cmd="python -m examples.models.llama.export_llama \ - --checkpoint /model/consolidated.00.pth \ - --params /model/params.json \ - -kv \ - --use_sdpa_with_kv_cache \ - -X \ - -d bf16 \ - --max_seq_length 2048 \ - --metadata '{\"get_bos_id\":128000, \"get_eos_ids\":[128009, 128001]}' \ - --output_name=/outputs/llama3_2.pte" - -# The quantized versions of Llama should cointain a quantization_args key in params.json -if grep -q "quantization_args" /model/params.json; then - export_cmd="${export_cmd//-d bf16/-d fp32}" - export_cmd+=" \ - --preq_mode 8da4w_output_8da8w \ - --preq_group_size 32 \ - --xnnpack-extended-ops \ - --preq_embedding_quantize 8,0" - - if grep -q "lora_args" /model/params.json; then - export_cmd+=" \ - -qat \ - -lora 16" - else # SpinQuant - export_cmd+=" \ - --use_spin_quant native" - fi -fi - -if ! eval "$export_cmd"; then - echo "Export script failed." - echo "Please check the following potential issues:" - echo "1. Your params.json file may be for quantized weights, but the weights you're using are not quantized." - echo "2. Alternatively, if you're using quantized weights, ensure that your params.json contains the 'lora_args and quantization_args' key." - exit 1 -fi diff --git a/package.json b/package.json index fefaea870..815ab5044 100644 --- a/package.json +++ b/package.json @@ -13,7 +13,10 @@ "android", "ios", "cpp", + "common", "*.podspec", + "third-party/include", + "third-party/android/libs", "!ios/build", "!android/build", "!android/gradle", @@ -60,22 +63,24 @@ }, "devDependencies": { "@commitlint/config-conventional": "^17.0.2", + "@cspell/eslint-plugin": "^8.18.1", "@evilmartians/lefthook": "^1.5.0", "@react-native-community/cli": "latest", - "@react-native/eslint-config": "^0.73.1", + "@react-native/eslint-config": "^0.79.0", "@release-it/conventional-changelog": "^5.0.0", "@types/jest": "^29.5.5", "@types/react": "^18.2.44", "commitlint": "^17.0.2", + "cspell": "^8.19.2", "del-cli": "^5.1.0", - "eslint": "^8.51.0", + "eslint": "^8.57.1", "eslint-config-prettier": "^9.0.0", "eslint-plugin-prettier": "^5.0.1", "jest": "^29.7.0", "metro-react-native-babel-preset": "^0.77.0", "prettier": "^3.0.3", "react": "18.3.1", - "react-native": "^0.76.1", + "react-native": "^0.76.9", "react-native-builder-bob": "^0.30.2", "turbo": "^1.10.7", "typescript": "^5.2.2" @@ -120,45 +125,6 @@ } } }, - "eslintConfig": { - "parserOptions": { - "requireConfigFile": false, - "babelOptions": { - "presets": [ - "@babel/preset-react" - ] - } - }, - "root": true, - "extends": [ - "@react-native", - "prettier" - ], - "rules": { - "react/react-in-jsx-scope": "off", - "prettier/prettier": [ - "error", - { - "quoteProps": "consistent", - "singleQuote": true, - "tabWidth": 2, - "trailingComma": "es5", - "useTabs": false - } - ] - } - }, - "eslintIgnore": [ - "node_modules/", - "lib/" - ], - "prettier": { - "quoteProps": "consistent", - "singleQuote": true, - "tabWidth": 2, - "trailingComma": "es5", - "useTabs": false - }, "babel": { "presets": [ "module:metro-react-native-babel-preset" @@ -193,9 +159,10 @@ } }, "dependencies": { + "@huggingface/jinja": "^0.3.4", "expo": "^52.0.37", - "expo-asset": "^11.0.3", - "expo-file-system": "^18.0.10", + "expo-asset": "~11.0.5", + "expo-file-system": "~18.0.12", "react-native-live-audio-stream": "^1.1.1" } } diff --git a/react-native-executorch.podspec b/react-native-executorch.podspec index 3b9606006..576086790 100644 --- a/react-native-executorch.podspec +++ b/react-native-executorch.podspec @@ -13,10 +13,68 @@ Pod::Spec.new do |s| s.platforms = { :ios => min_ios_version_supported } s.source = { :git => "https://github.com/NorbertKlockiewicz/react-native-executorch.git", :tag => "#{s.version}" } - s.ios.vendored_frameworks = "ios/ExecutorchLib.xcframework" - s.source_files = "ios/**/*.{h,m,mm}" + s.user_target_xcconfig = { + "HEADER_SEARCH_PATHS" => "$(PODS_TARGET_SRCROOT)/third-party/include", + "OTHER_LDFLAGS[sdk=iphoneos*][arch=*]" => [ + '$(inherited)', + '-framework "CoreML"', + '-framework "Accelerate"', + '-framework "Metal"', + '-framework "MetalPerformanceShaders"', + '-framework "MetalPerformanceShadersGraph"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libbackend_coreml_ios.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libbackend_mps_ios.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libbackend_xnnpack_ios.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libexecutorch_ios.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libkernels_custom_ios.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libkernels_optimized_ios.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libkernels_quantized_ios.a"' + ].join(' '), + + "OTHER_LDFLAGS[sdk=iphonesimulator*][arch=*]" => [ + '$(inherited)', + '-framework "CoreML"', + '-framework "Accelerate"', + '-framework "Metal"', + '-framework "MetalPerformanceShaders"', + '-framework "MetalPerformanceShadersGraph"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libbackend_coreml_simulator.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libbackend_mps_simulator.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libbackend_xnnpack_simulator.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libexecutorch_simulator.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libkernels_custom_simulator.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libkernels_optimized_simulator.a"', + '-force_load "$(PODS_ROOT)/../../node_modules/react-native-executorch/ios/libs/libkernels_quantized_simulator.a"' + ].join(' ') + } + + s.pod_target_xcconfig = { + "USE_HEADERMAP" => "YES", + "HEADER_SEARCH_PATHS" => + '"$(PODS_TARGET_SRCROOT)/ios" '+ + '"$(PODS_TARGET_SRCROOT)/third-party/include" '+ + '"$(PODS_TARGET_SRCROOT)/common" ', + "CLANG_CXX_LANGUAGE_STANDARD" => "c++20", + } - s.dependency "opencv-rne", "~> 0.1.0" + s.ios.vendored_frameworks = "ios/ExecutorchLib.xcframework" + s.source_files = [ + "ios/**/*.{m,mm,h}", + "common/**/*.{cpp,c,h,hpp}", + ] + # Do not include the headers from common/rnexecutorch/jsi/ as source files. + # Xcode/Cocoapods leaks them to other pods that an app also depends on, so if + # another pod includes a header with the same name without a path by + # #include "Header.h" we get a conflict. Here, headers in jsi/ collide with + # react-native-skia. The headers are preserved by preserve_paths and + # then made available by HEADER_SEARCH_PATHS. + s.exclude_files = "common/rnexecutorch/jsi/*.{h,hpp}" + s.header_mappings_dir = "common/rnexecutorch" + s.header_dir = "rnexecutorch" + s.preserve_paths = "common/rnexecutorch/jsi/*.{h,hpp}" + + s.dependency "opencv-rne", "~> 4.11.0" + s.dependency "sqlite3" install_modules_dependencies(s) end \ No newline at end of file diff --git a/src/Error.ts b/src/Error.ts index 955b62a95..584f9b3ed 100644 --- a/src/Error.ts +++ b/src/Error.ts @@ -27,6 +27,8 @@ export enum ETError { MemoryAllocationFailed = 0x21, AccessFailed = 0x22, InvalidProgram = 0x23, + InvalidExternalData = 0x24, + OutOfResources = 0x25, // Delegate errors DelegateInvalidCompatibility = 0x30, @@ -40,8 +42,12 @@ export const getError = (e: unknown | ETError): string => { return ETError[ETError.UndefinedError] as string; } + // try to extract number from message (can contain false positives) const error = e as Error; const errorCode = parseInt(error.message, 10); - if (errorCode in ETError) return ETError[errorCode] as string; - return ETError[ETError.UndefinedError] as string; + const ETErrorMessage = ( + errorCode in ETError ? ETError[errorCode] : ETError[ETError.UndefinedError] + ) as string; + + return ETErrorMessage + error.message; }; diff --git a/src/constants/llamaDefaults.ts b/src/constants/llmDefaults.ts similarity index 55% rename from src/constants/llamaDefaults.ts rename to src/constants/llmDefaults.ts index 234b7f9e0..a4346f116 100644 --- a/src/constants/llamaDefaults.ts +++ b/src/constants/llmDefaults.ts @@ -1,9 +1,14 @@ -import { MessageType } from '../types/common'; +import { ChatConfig, MessageType } from '../types/llm'; export const DEFAULT_SYSTEM_PROMPT = "You are a knowledgeable, efficient, and direct AI assistant. Provide concise answers, focusing on the key information needed. Offer suggestions tactfully when appropriate to improve outcomes. Engage in productive collaboration with the user. Don't return too much text."; export const DEFAULT_MESSAGE_HISTORY: MessageType[] = []; -export const DEFAULT_CONTEXT_WINDOW_LENGTH = 3; -export const EOT_TOKEN = '<|eot_id|>'; +export const DEFAULT_CONTEXT_WINDOW_LENGTH = 5; + +export const DEFAULT_CHAT_CONFIG: ChatConfig = { + systemPrompt: DEFAULT_SYSTEM_PROMPT, + initialMessageHistory: DEFAULT_MESSAGE_HISTORY, + contextWindowLength: DEFAULT_CONTEXT_WINDOW_LENGTH, +}; diff --git a/src/constants/modelUrls.ts b/src/constants/modelUrls.ts index 42417576f..99d54a9ab 100644 --- a/src/constants/modelUrls.ts +++ b/src/constants/modelUrls.ts @@ -2,81 +2,115 @@ import { Platform } from 'react-native'; // LLM's export const LLAMA3_2_3B = - 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.1.0/llama-3.2-3B/original/llama3_2_3B_bf16.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.4.0/llama-3.2-3B/original/llama3_2_3B_bf16.pte'; export const LLAMA3_2_3B_QLORA = - 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.1.0/llama-3.2-3B/QLoRA/llama3_2-3B_qat_lora.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.4.0/llama-3.2-3B/QLoRA/llama3_2-3B_qat_lora.pte'; export const LLAMA3_2_3B_SPINQUANT = - 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.1.0/llama-3.2-3B/spinquant/llama3_2_3B_spinquant.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.4.0/llama-3.2-3B/spinquant/llama3_2_3B_spinquant.pte'; export const LLAMA3_2_1B = - 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.1.0/llama-3.2-1B/original/llama3_2_bf16.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.4.0/llama-3.2-1B/original/llama3_2_bf16.pte'; export const LLAMA3_2_1B_QLORA = - 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.1.0/llama-3.2-1B/QLoRA/llama3_2_qat_lora.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.4.0/llama-3.2-1B/QLoRA/llama3_2_qat_lora.pte'; export const LLAMA3_2_1B_SPINQUANT = - 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.1.0/llama-3.2-1B/spinquant/llama3_2_spinquant.pte'; -export const LLAMA3_2_1B_TOKENIZER = - 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.1.0/llama-3.2-1B/original/tokenizer.bin'; -export const LLAMA3_2_3B_TOKENIZER = - 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.1.0/llama-3.2-3B/original/tokenizer.bin'; + 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.4.0/llama-3.2-1B/spinquant/llama3_2_spinquant.pte'; +export const LLAMA3_2_TOKENIZER = + 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.4.0/tokenizer.json'; +export const LLAMA3_2_TOKENIZER_CONFIG = + 'https://huggingface.co/software-mansion/react-native-executorch-llama-3.2/resolve/v0.4.0/tokenizer_config.json'; + +export const HAMMER2_1_1_5B = + 'https://huggingface.co/software-mansion/react-native-executorch-hammer-2.1/resolve/v0.4.0/original/hammer2_1_bf16.pte'; +export const HAMMER2_1_1_5B_TOKENIZER = + 'https://huggingface.co/software-mansion/react-native-executorch-hammer-2.1/resolve/v0.4.0/tokenizer.json'; +export const HAMMER2_1_1_5B_TOKENIZER_CONFIG = + 'https://huggingface.co/software-mansion/react-native-executorch-hammer-2.1/resolve/v0.4.0/tokenizer_config.json'; + +export const SMOLLM2_1_7B = + 'https://huggingface.co/software-mansion/react-native-executorch-smolLm-2/resolve/v0.4.0/original/smolLm2_bf16.pte'; +export const SMOLLM2_1_7B_TOKENIZER = + 'https://huggingface.co/software-mansion/react-native-executorch-smolLm-2/resolve/v0.4.0/tokenizer.json'; +export const SMOLLM2_1_7B_TOKENIZER_CONFIG = + 'https://huggingface.co/software-mansion/react-native-executorch-smolLm-2/resolve/v0.4.0/tokenizer_config.json'; + +export const QWEN2_5_1_5B = + 'https://huggingface.co/software-mansion/react-native-executorch-qwen-2.5/resolve/v0.4.0/original/qwen2_5_bf16.pte'; +export const QWEN2_5_1_5B_TOKENIZER = + 'https://huggingface.co/software-mansion/react-native-executorch-qwen-2.5/resolve/v0.4.0/tokenizer.json'; +export const QWEN2_5_1_5B_TOKENIZER_CONFIG = + 'https://huggingface.co/software-mansion/react-native-executorch-qwen-2.5/resolve/v0.4.0/tokenizer_config.json'; + +export const PHI_4_MINI_4B = + 'https://huggingface.co/software-mansion/react-native-executorch-phi-4-mini/resolve/v0.4.0/original/phi-4-mini_bf16.pte'; +export const PHI_4_MINI_4B_TOKENIZER = + 'https://huggingface.co/software-mansion/react-native-executorch-phi-4-mini/resolve/v0.4.0/tokenizer.json'; +export const PHI_4_MINI_4B_TOKENIZER_CONFIG = + 'https://huggingface.co/software-mansion/react-native-executorch-phi-4-mini/resolve/v0.4.0/tokenizer_config.json'; // Classification export const EFFICIENTNET_V2_S = Platform.OS === 'ios' - ? 'https://huggingface.co/software-mansion/react-native-executorch-efficientnet-v2-s/resolve/v0.2.0/coreml/efficientnet_v2_s_coreml_all.pte' - : 'https://huggingface.co/software-mansion/react-native-executorch-efficientnet-v2-s/resolve/v0.2.0/xnnpack/efficientnet_v2_s_xnnpack.pte'; + ? 'https://huggingface.co/software-mansion/react-native-executorch-efficientnet-v2-s/resolve/v0.4.0/coreml/efficientnet_v2_s_coreml_all.pte' + : 'https://huggingface.co/software-mansion/react-native-executorch-efficientnet-v2-s/resolve/v0.4.0/xnnpack/efficientnet_v2_s_xnnpack.pte'; // Object detection export const SSDLITE_320_MOBILENET_V3_LARGE = - 'https://huggingface.co/software-mansion/react-native-executorch-ssdlite320-mobilenet-v3-large/resolve/v0.2.0/ssdlite320-mobilenetv3-large.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-ssdlite320-mobilenet-v3-large/resolve/v0.4.0/ssdlite320-mobilenetv3-large.pte'; // Style transfer export const STYLE_TRANSFER_CANDY = Platform.OS === 'ios' - ? 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-candy/resolve/v0.2.0/coreml/style_transfer_candy_coreml.pte' - : 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-candy/resolve/v0.2.0/xnnpack/style_transfer_candy_xnnpack.pte'; + ? 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-candy/resolve/v0.4.0/coreml/style_transfer_candy_coreml.pte' + : 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-candy/resolve/v0.4.0/xnnpack/style_transfer_candy_xnnpack.pte'; export const STYLE_TRANSFER_MOSAIC = Platform.OS === 'ios' - ? 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-mosaic/resolve/v0.2.0/coreml/style_transfer_mosaic_coreml.pte' - : 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-mosaic/resolve/v0.2.0/xnnpack/style_transfer_mosaic_xnnpack.pte'; + ? 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-mosaic/resolve/v0.4.0/coreml/style_transfer_mosaic_coreml.pte' + : 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-mosaic/resolve/v0.4.0/xnnpack/style_transfer_mosaic_xnnpack.pte'; export const STYLE_TRANSFER_RAIN_PRINCESS = Platform.OS === 'ios' - ? 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-rain-princess/resolve/v0.2.0/coreml/style_transfer_rain_princess_coreml.pte' - : 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-rain-princess/resolve/v0.2.0/xnnpack/style_transfer_rain_princess_xnnpack.pte'; + ? 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-rain-princess/resolve/v0.4.0/coreml/style_transfer_rain_princess_coreml.pte' + : 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-rain-princess/resolve/v0.4.0/xnnpack/style_transfer_rain_princess_xnnpack.pte'; export const STYLE_TRANSFER_UDNIE = Platform.OS === 'ios' - ? 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-udnie/resolve/v0.2.0/coreml/style_transfer_udnie_coreml.pte' - : 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-udnie/resolve/v0.2.0/xnnpack/style_transfer_udnie_xnnpack.pte'; + ? 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-udnie/resolve/v0.4.0/coreml/style_transfer_udnie_coreml.pte' + : 'https://huggingface.co/software-mansion/react-native-executorch-style-transfer-udnie/resolve/v0.4.0/xnnpack/style_transfer_udnie_xnnpack.pte'; // S2T export const MOONSHINE_TINY_DECODER = - 'https://huggingface.co/software-mansion/react-native-executorch-moonshine-tiny/resolve/v0.3.0/xnnpack/moonshine_tiny_xnnpack_decoder.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-moonshine-tiny/resolve/v0.4.0/xnnpack/moonshine_tiny_xnnpack_decoder.pte'; export const MOONSHINE_TINY_ENCODER = - 'https://huggingface.co/software-mansion/react-native-executorch-moonshine-tiny/resolve/v0.3.0/xnnpack/moonshine_tiny_xnnpack_encoder.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-moonshine-tiny/resolve/v0.4.0/xnnpack/moonshine_tiny_xnnpack_encoder.pte'; export const MOONSHINE_TOKENIZER = - 'https://huggingface.co/software-mansion/react-native-executorch-moonshine-tiny/resolve/v0.3.0/moonshine_tiny_tokenizer.json'; + 'https://huggingface.co/software-mansion/react-native-executorch-moonshine-tiny/resolve/v0.4.0/moonshine_tiny_tokenizer.json'; export const WHISPER_TOKENIZER = - 'https://huggingface.co/software-mansion/react-native-executorch-whisper-tiny.en/resolve/v0.3.0/whisper_tokenizer.json'; + 'https://huggingface.co/software-mansion/react-native-executorch-whisper-tiny.en/resolve/v0.4.0/whisper_tokenizer.json'; export const WHISPER_TINY_DECODER = - 'https://huggingface.co/software-mansion/react-native-executorch-whisper-tiny.en/resolve/v0.3.0/xnnpack/whisper_tiny_en_xnnpack_decoder.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-whisper-tiny.en/resolve/v0.4.0/xnnpack/whisper_tiny_en_xnnpack_decoder.pte'; export const WHISPER_TINY_ENCODER = - 'https://huggingface.co/software-mansion/react-native-executorch-whisper-tiny.en/resolve/v0.3.0/xnnpack/whisper_tiny_en_xnnpack_encoder.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-whisper-tiny.en/resolve/v0.4.0/xnnpack/whisper_tiny_en_xnnpack_encoder.pte'; +export const WHISPER_TINY_MULTILINGUAL_ENCODER = + 'https://huggingface.co/software-mansion/react-native-executorch-whisper-tiny/resolve/v0.4.0/xnnpack/xnnpack_whisper_encoder.pte'; +export const WHISPER_TINY_MULTILINGUAL_DECODER = + 'https://huggingface.co/software-mansion/react-native-executorch-whisper-tiny/resolve/v0.4.0/xnnpack/xnnpack_whisper_decoder.pte'; +export const WHISPER_TINY_MULTILINGUAL_TOKENIZER = + 'https://huggingface.co/software-mansion/react-native-executorch-whisper-tiny/resolve/v0.4.0/tokenizer.json'; // OCR - export const DETECTOR_CRAFT_1280 = - 'https://huggingface.co/software-mansion/react-native-executorch-detector-craft/resolve/v0.3.0/xnnpack/xnnpack_craft_1280.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-detector-craft/resolve/v0.4.0/xnnpack/xnnpack_craft_1280.pte'; export const DETECTOR_CRAFT_800 = - 'https://huggingface.co/software-mansion/react-native-executorch-detector-craft/resolve/v0.3.0/xnnpack/xnnpack_craft_800.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-detector-craft/resolve/v0.4.0/xnnpack/xnnpack_craft_800.pte'; export const DETECTOR_CRAFT_320 = - 'https://huggingface.co/software-mansion/react-native-executorch-detector-craft/resolve/v0.3.0/xnnpack/xnnpack_craft_320.pte'; + 'https://huggingface.co/software-mansion/react-native-executorch-detector-craft/resolve/v0.4.0/xnnpack/xnnpack_craft_320.pte'; + +// Image segmentation +export const DEEPLAB_V3_RESNET50 = + 'https://huggingface.co/software-mansion/react-native-executorch-deeplab-v3/resolve/v0.4.0/xnnpack/deeplabV3_xnnpack_fp32.pte'; -export const RECOGNIZER_EN_CRNN_512 = - 'https://huggingface.co/software-mansion/react-native-executorch-recognizer-crnn.en/resolve/v0.3.0/xnnpack/xnnpack_crnn_en_512.pte'; -export const RECOGNIZER_EN_CRNN_256 = - 'https://huggingface.co/software-mansion/react-native-executorch-recognizer-crnn.en/resolve/v0.3.0/xnnpack/xnnpack_crnn_en_256.pte'; -export const RECOGNIZER_EN_CRNN_128 = - 'https://huggingface.co/software-mansion/react-native-executorch-recognizer-crnn.en/resolve/v0.3.0/xnnpack/xnnpack_crnn_en_128.pte'; -export const RECOGNIZER_EN_CRNN_64 = - 'https://huggingface.co/software-mansion/react-native-executorch-recognizer-crnn.en/resolve/v0.3.0/xnnpack/xnnpack_crnn_en_64.pte'; +// Text Embeddings +export const ALL_MINILM_L6_V2 = + 'https://huggingface.co/software-mansion/react-native-executorch-all-MiniLM-L6-v2/resolve/v0.4.0/all-MiniLM-L6-v2_xnnpack.pte'; +export const ALL_MINILM_L6_V2_TOKENIZER = + 'https://huggingface.co/software-mansion/react-native-executorch-all-MiniLM-L6-v2/resolve/v0.4.0/tokenizer.json'; // Backward compatibility export const LLAMA3_2_3B_URL = LLAMA3_2_3B; @@ -85,3 +119,5 @@ export const LLAMA3_2_3B_SPINQUANT_URL = LLAMA3_2_3B_SPINQUANT; export const LLAMA3_2_1B_URL = LLAMA3_2_1B; export const LLAMA3_2_1B_QLORA_URL = LLAMA3_2_1B_QLORA; export const LLAMA3_2_1B_SPINQUANT_URL = LLAMA3_2_1B_SPINQUANT; +export const LLAMA3_2_1B_TOKENIZER = LLAMA3_2_TOKENIZER; +export const LLAMA3_2_3B_TOKENIZER = LLAMA3_2_TOKENIZER; diff --git a/src/constants/ocr/models.ts b/src/constants/ocr/models.ts new file mode 100644 index 000000000..4f198612c --- /dev/null +++ b/src/constants/ocr/models.ts @@ -0,0 +1,453 @@ +const createHFRecognizerDownloadUrl = (alphabet: string, size: number) => { + return `https://huggingface.co/software-mansion/react-native-executorch-recognizer-crnn.en/resolve/v0.4.0/xnnpack/${alphabet}/xnnpack_crnn_${alphabet}_${size}.pte`; +}; +export const RECOGNIZER_ENGLISH_CRNN_512 = createHFRecognizerDownloadUrl( + 'english', + 512 +); +export const RECOGNIZER_ENGLISH_CRNN_256 = createHFRecognizerDownloadUrl( + 'english', + 256 +); +export const RECOGNIZER_ENGLISH_CRNN_128 = createHFRecognizerDownloadUrl( + 'english', + 128 +); +export const RECOGNIZER_ENGLISH_CRNN_64 = createHFRecognizerDownloadUrl( + 'english', + 64 +); + +export const RECOGNIZER_LATIN_CRNN_512 = createHFRecognizerDownloadUrl( + 'latin', + 512 +); +export const RECOGNIZER_LATIN_CRNN_256 = createHFRecognizerDownloadUrl( + 'latin', + 256 +); +export const RECOGNIZER_LATIN_CRNN_128 = createHFRecognizerDownloadUrl( + 'latin', + 128 +); +export const RECOGNIZER_LATIN_CRNN_64 = createHFRecognizerDownloadUrl( + 'latin', + 64 +); + +export const RECOGNIZER_JAPANESE_CRNN_512 = createHFRecognizerDownloadUrl( + 'japanese', + 512 +); +export const RECOGNIZER_JAPANESE_CRNN_256 = createHFRecognizerDownloadUrl( + 'japanese', + 256 +); +export const RECOGNIZER_JAPANESE_CRNN_128 = createHFRecognizerDownloadUrl( + 'japanese', + 128 +); +export const RECOGNIZER_JAPANESE_CRNN_64 = createHFRecognizerDownloadUrl( + 'japanese', + 64 +); + +export const RECOGNIZER_KANNADA_CRNN_512 = createHFRecognizerDownloadUrl( + 'kannada', + 512 +); +export const RECOGNIZER_KANNADA_CRNN_256 = createHFRecognizerDownloadUrl( + 'kannada', + 256 +); +export const RECOGNIZER_KANNADA_CRNN_128 = createHFRecognizerDownloadUrl( + 'kannada', + 128 +); +export const RECOGNIZER_KANNADA_CRNN_64 = createHFRecognizerDownloadUrl( + 'kannada', + 64 +); + +export const RECOGNIZER_KOREAN_CRNN_512 = createHFRecognizerDownloadUrl( + 'korean', + 512 +); +export const RECOGNIZER_KOREAN_CRNN_256 = createHFRecognizerDownloadUrl( + 'korean', + 256 +); +export const RECOGNIZER_KOREAN_CRNN_128 = createHFRecognizerDownloadUrl( + 'korean', + 128 +); +export const RECOGNIZER_KOREAN_CRNN_64 = createHFRecognizerDownloadUrl( + 'korean', + 64 +); + +export const RECOGNIZER_TELUGU_CRNN_512 = createHFRecognizerDownloadUrl( + 'telugu', + 512 +); +export const RECOGNIZER_TELUGU_CRNN_256 = createHFRecognizerDownloadUrl( + 'telugu', + 256 +); +export const RECOGNIZER_TELUGU_CRNN_128 = createHFRecognizerDownloadUrl( + 'telugu', + 128 +); +export const RECOGNIZER_TELUGU_CRNN_64 = createHFRecognizerDownloadUrl( + 'telugu', + 64 +); + +export const RECOGNIZER_ZH_SIM_CRNN_512 = createHFRecognizerDownloadUrl( + 'zh-sim', + 512 +); +export const RECOGNIZER_ZH_SIM_CRNN_256 = createHFRecognizerDownloadUrl( + 'zh-sim', + 256 +); +export const RECOGNIZER_ZH_SIM_CRNN_128 = createHFRecognizerDownloadUrl( + 'zh-sim', + 128 +); +export const RECOGNIZER_ZH_SIM_CRNN_64 = createHFRecognizerDownloadUrl( + 'zh-sim', + 64 +); + +export const RECOGNIZER_CYRILLIC_CRNN_512 = createHFRecognizerDownloadUrl( + 'cyrillic', + 512 +); +export const RECOGNIZER_CYRILLIC_CRNN_256 = createHFRecognizerDownloadUrl( + 'cyrillic', + 256 +); +export const RECOGNIZER_CYRILLIC_CRNN_128 = createHFRecognizerDownloadUrl( + 'cyrillic', + 128 +); +export const RECOGNIZER_CYRILLIC_CRNN_64 = createHFRecognizerDownloadUrl( + 'cyrillic', + 64 +); + +export const RECOGNIZER_ABQ_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_ABQ_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_ABQ_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_ABQ_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_ADY_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_ADY_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_ADY_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_ADY_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_AF_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_AF_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_AF_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_AF_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_AVA_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_AVA_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_AVA_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_AVA_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_AZ_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_AZ_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_AZ_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_AZ_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_BE_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_BE_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_BE_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_BE_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_BG_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_BG_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_BG_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_BG_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_BS_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_BS_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_BS_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_BS_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_CH_SIM_CRNN_512 = RECOGNIZER_ZH_SIM_CRNN_512; +export const RECOGNIZER_CH_SIM_CRNN_256 = RECOGNIZER_ZH_SIM_CRNN_256; +export const RECOGNIZER_CH_SIM_CRNN_128 = RECOGNIZER_ZH_SIM_CRNN_128; +export const RECOGNIZER_CH_SIM_CRNN_64 = RECOGNIZER_ZH_SIM_CRNN_64; + +export const RECOGNIZER_CHE_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_CHE_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_CHE_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_CHE_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_CS_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_CS_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_CS_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_CS_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_CY_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_CY_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_CY_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_CY_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_DA_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_DA_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_DA_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_DA_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_DAR_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_DAR_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_DAR_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_DAR_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_DE_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_DE_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_DE_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_DE_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_EN_CRNN_512 = RECOGNIZER_ENGLISH_CRNN_512; +export const RECOGNIZER_EN_CRNN_256 = RECOGNIZER_ENGLISH_CRNN_256; +export const RECOGNIZER_EN_CRNN_128 = RECOGNIZER_ENGLISH_CRNN_128; +export const RECOGNIZER_EN_CRNN_64 = RECOGNIZER_ENGLISH_CRNN_64; + +export const RECOGNIZER_ES_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_ES_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_ES_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_ES_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_ET_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_ET_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_ET_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_ET_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_FR_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_FR_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_FR_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_FR_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_GA_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_GA_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_GA_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_GA_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_HR_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_HR_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_HR_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_HR_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_HU_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_HU_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_HU_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_HU_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_ID_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_ID_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_ID_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_ID_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_INH_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_INH_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_INH_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_INH_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_IC_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_IC_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_IC_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_IC_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_IT_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_IT_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_IT_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_IT_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_JA_CRNN_512 = RECOGNIZER_JAPANESE_CRNN_512; +export const RECOGNIZER_JA_CRNN_256 = RECOGNIZER_JAPANESE_CRNN_256; +export const RECOGNIZER_JA_CRNN_128 = RECOGNIZER_JAPANESE_CRNN_128; +export const RECOGNIZER_JA_CRNN_64 = RECOGNIZER_JAPANESE_CRNN_64; + +export const RECOGNIZER_KBD_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_KBD_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_KBD_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_KBD_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_KN_CRNN_512 = RECOGNIZER_KANNADA_CRNN_512; +export const RECOGNIZER_KN_CRNN_256 = RECOGNIZER_KANNADA_CRNN_256; +export const RECOGNIZER_KN_CRNN_128 = RECOGNIZER_KANNADA_CRNN_128; +export const RECOGNIZER_KN_CRNN_64 = RECOGNIZER_KANNADA_CRNN_64; + +export const RECOGNIZER_KO_CRNN_512 = RECOGNIZER_KOREAN_CRNN_512; +export const RECOGNIZER_KO_CRNN_256 = RECOGNIZER_KOREAN_CRNN_256; +export const RECOGNIZER_KO_CRNN_128 = RECOGNIZER_KOREAN_CRNN_128; +export const RECOGNIZER_KO_CRNN_64 = RECOGNIZER_KOREAN_CRNN_64; + +export const RECOGNIZER_KU_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_KU_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_KU_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_KU_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_LA_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_LA_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_LA_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_LA_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_LBE_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_LBE_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_LBE_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_LBE_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_LEZ_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_LEZ_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_LEZ_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_LEZ_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_LT_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_LT_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_LT_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_LT_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_LV_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_LV_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_LV_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_LV_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_MI_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_MI_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_MI_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_MI_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_MN_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_MN_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_MN_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_MN_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_MS_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_MS_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_MS_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_MS_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_MT_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_MT_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_MT_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_MT_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_NL_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_NL_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_NL_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_NL_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_NO_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_NO_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_NO_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_NO_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_OC_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_OC_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_OC_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_OC_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_PI_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_PI_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_PI_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_PI_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_PL_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_PL_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_PL_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_PL_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_PT_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_PT_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_PT_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_PT_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_RO_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_RO_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_RO_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_RO_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_RU_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_RU_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_RU_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_RU_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_RS_CYRILLIC_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_RS_CYRILLIC_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_RS_CYRILLIC_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_RS_CYRILLIC_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_RS_LATIN_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_RS_LATIN_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_RS_LATIN_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_RS_LATIN_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_SK_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_SK_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_SK_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_SK_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_SL_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_SL_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_SL_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_SL_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_SQ_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_SQ_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_SQ_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_SQ_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_SV_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_SV_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_SV_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_SV_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_SW_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_SW_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_SW_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_SW_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_TAB_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_TAB_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_TAB_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_TAB_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_TE_CRNN_512 = RECOGNIZER_TELUGU_CRNN_512; +export const RECOGNIZER_TE_CRNN_256 = RECOGNIZER_TELUGU_CRNN_256; +export const RECOGNIZER_TE_CRNN_128 = RECOGNIZER_TELUGU_CRNN_128; +export const RECOGNIZER_TE_CRNN_64 = RECOGNIZER_TELUGU_CRNN_64; + +export const RECOGNIZER_TJK_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_TJK_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_TJK_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_TJK_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_TL_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_TL_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_TL_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_TL_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_TR_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_TR_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_TR_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_TR_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_UK_CRNN_512 = RECOGNIZER_CYRILLIC_CRNN_512; +export const RECOGNIZER_UK_CRNN_256 = RECOGNIZER_CYRILLIC_CRNN_256; +export const RECOGNIZER_UK_CRNN_128 = RECOGNIZER_CYRILLIC_CRNN_128; +export const RECOGNIZER_UK_CRNN_64 = RECOGNIZER_CYRILLIC_CRNN_64; + +export const RECOGNIZER_UZ_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_UZ_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_UZ_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_UZ_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; + +export const RECOGNIZER_VI_CRNN_512 = RECOGNIZER_LATIN_CRNN_512; +export const RECOGNIZER_VI_CRNN_256 = RECOGNIZER_LATIN_CRNN_256; +export const RECOGNIZER_VI_CRNN_128 = RECOGNIZER_LATIN_CRNN_128; +export const RECOGNIZER_VI_CRNN_64 = RECOGNIZER_LATIN_CRNN_64; diff --git a/src/constants/ocr/symbols.ts b/src/constants/ocr/symbols.ts index 229c0613d..ccc9aa670 100644 --- a/src/constants/ocr/symbols.ts +++ b/src/constants/ocr/symbols.ts @@ -1,4 +1,148 @@ -export const symbols: { [key: string]: string } = { - en: '0123456789!"#$%&\'()*+,-./:;<=>?@[\\]^_`{|}~ €ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz', - pl: ' !"#$%&\'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~ªÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõöøùúûüýþÿĀāĂ㥹ĆćČčĎďĐđĒēĖėĘęĚěĞğĨĩĪīĮįİıĶķĹĺĻļĽľŁłŃńŅņŇňŒœŔŕŘřŚśŞşŠšŤťŨũŪūŮůŲųŸŹźŻżŽžƏƠơƯưȘșȚțə̇ḌḍḶḷṀṁṂṃṄṅṆṇṬṭẠạẢảẤấẦầẨẩẪẫẬậẮắẰằẲẳẴẵẶặẸẹẺẻẼẽẾếỀềỂểỄễỆệỈỉỊịỌọỎỏỐốỒồỔổỖỗỘộỚớỜờỞởỠỡỢợỤụỦủỨứỪừỬửỮữỰựỲỳỴỵỶỷỸỹ€', +/* eslint-disable @cspell/spellchecker */ +export const alphabets = { + cyrillic: + '0123456789!"#$%&\'()*+,-./:;<=>?@[\\]^_`{|}~ €₽ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyzАБВГДЕЁЖЗИЙКЛМНОПРСТУФХЦЧШЩЪЫЬЭЮЯабвгдеёжзийклмнопрстуфхцчшщъыьэюяЂђЃѓЄєІіЇїЈјЉљЊњЋћЌќЎўЏџҐґҒғҚқҮүҲҳҶҷӀӏӢӣӨөӮӯ', + english: + '0123456789!"#$%&\'()*+,-./:;<=>?@[\\]^_`{|}~ €ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz', + latin: + ' !"#$%&\'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~ªÀÁÂÃÄÅÆÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝÞßàáâãäåæçèéêëìíîïðñòóôõöøùúûüýþÿĀāĂ㥹ĆćČčĎďĐđĒēĖėĘęĚěĞğĨĩĪīĮįİıĶķĹĺĻļĽľŁłŃńŅņŇňŒœŔŕŘřŚśŞşŠšŤťŨũŪūŮůŲųŸŹźŻżŽžƏƠơƯưȘșȚțə̇ḌḍḶḷṀṁṂṃṄṅṆṇṬṭẠạẢảẤấẦầẨẩẪẫẬậẮắẰằẲẳẴẵẶặẸẹẺẻẼẽẾếỀềỂểỄễỆệỈỉỊịỌọỎỏỐốỒồỔổỖỗỘộỚớỜờỞởỠỡỢợỤụỦủỨứỪừỬửỮữỰựỲỳỴỵỶỷỸỹ€', + japanese: + ' !"#$%&\'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~‥…※♪、。々〈〉《》「」『』【】〔〕あぃいうぇえおかがきぎくぐけげこごさざしじすずせぜそぞただちぢっつづてでとどなにぬねのはばぱひびぴふぶぷへべぺほぼぽまみむめもゃやゅゆょよらりるれろわをんァアィイゥウェエォオカガキギクグケゲコゴサザシジスズセゼソゾタダチヂッツヅテデトドナニヌネノハバパヒビピフブプヘベペホボポマミムメモャヤュユョヨラリルレロワヱヲンヴヶ・ー一丁七万丈三上下不与丑世丘丙丞両並中串丸丹主乃久之乗乙九也乱乳乾亀了予争事二互五井亘亜亡交亥亨享京亭亮人仁今介仏仕他付仙代令以仮仰仲件任企伊伍伎伏休会伝伯伴伶伸似伽位低住佐佑体何余作佳使例侍侑供依価便係俊俗保信俣修俵倉個倍倒倖候借値倫倭倶偉偏健側偵偽傍傑備債傷働像僧儀優允元兄充先光克免兎児党入全八公六共兵其具典兼内円再写冠冨冬冴冶冷凍凡処凪出刀刃分切刈刑列初判別利制刷券刺刻則削前剛剣剤剥副割創劇力功加助労効勅勇勉動勘務勝勢勤勧勲包化北匠匡区医十千升午半卒卓協南単博占卯印危即卵卸厚原厨厳去参又叉及友双反収取受叡口古句只叫召可台史右叶号司各合吉同名后吏吐向君吟否吸吹吾呂呉告呑周味呼命和咲哀品哉員哲唄唐唯唱商問啓善喜喬喰営嗣嘉噌器四回因団囲図固国國園土圧在圭地坂均坊坐坪垂型垢垣埋城埜域執基埼堀堂堅堤堰報場堺塔塗塚塩塵境墓増墨墳壁壇壊士壬壮声壱売壷変夏夕外多夜夢大天太夫央失夷奇奈奉奏契奥奨女奴好如妃妙妹妻姉始姓委姥姫姿威娘婆婚婦嫌嬉子孔字存孝孟季孤学孫宅宇守安完宏宗官宙定宜宝実客宣室宥宮宰害家容宿寂寄寅密富寒寛寝察寧審寸寺対寿封専射将尊尋導小少尚尭就尺尻尼尽尾尿局居屈屋展属層屯山岐岡岩岬岱岳岸峠峡峨峯峰島峻崇崎崩嵐嵩嵯嶋嶺巌川州巡巣工左巧巨差己巳巴巻巾市布帆希帝師席帯帰帳常帽幅幌幕幡幣干平年幸幹幽幾庁広庄床序底店府度座庫庭庵康庸廃廉廣延建廻弁式弐弓引弘弟弥弦弱張強弾当形彦彩彪彫彬彰影役彼往征径待律後徒従得御復微徳徹心必忌忍志応忠快念怒怜思急性恋恐恒恩恭息恵悌悟悠患悦悪悲情惇惑惟惣想意愚愛感慈態慎慣慧慶憂憲憶懐懸戎成我戒戦戯戸戻房所扇手才打払扶承技投抗折抜抱押担拓拝拡拳拾持指挙振捕捨捷掃排掘掛採探接推掻提揖揚換揮援揺損摂摘摩摺撃撫播撮操擦擬支改攻放政故敏救敗教敢散敦敬数整敵敷文斉斎斐斑斗料斜斤断斯新方於施旅旋族旗日旦旧旨早旬旭旺昂昆昇昌明易星映春昭是昼時晃晋晩普景晴晶智暁暖暗暢暦暮暴曇曙曜曲曳更書曹曽曾替最月有朋服朔朗望朝期木未末本札朱朴杉李杏材村杖杜束条来杭東杵松板析枕林枚果枝枯架柄柊柏柑染柔柚柱柳柴査柿栃栄栖栗校株核根格桂桃案桐桑桜桝桧桶梁梅梓梢梨梯械梶棄棒棚棟森椋植椎検椿楊楓楠楢業楯極楼楽榊榎榛構槌様槙槻樋標模権横樫樹樺樽橋橘機檀櫛欠次欣欧欲欽歌歓止正此武歩歯歳歴死殊残殖段殺殻殿毅母毎毒比毛氏民気水氷永汀汁求汐汗汚江池汰汲決沈沓沖沙沢河油治沼泉泊法波泣泥注泰洋洗洞津洪洲活派流浄浅浜浦浩浪浮浴海消涌涙液涼淀淑淡深淳淵混添清済渉渋渓渕渚減渡渥温測港湊湖湧湯湾湿満源準溜溝溶滅滋滑滝漁漆漏演漢漬潔潜潟潤潮潰澄澤激濃濱瀧瀬灘火灯灰災炉炎炭点為烈烏無焦然焼煙照煮熊熟熱燃燈燕燦燭爆爪父爽爾片版牛牟牧物特犬犯状狂狐狗狩独狭狼猛猪猫献猿獄獅獣玄率玉王玖玲珍珠現球理琉琢琳琴瑚瑛瑞瑠瑳璃環瓜瓦瓶甘甚生産用甫田由甲申男町画界畑畔留畜畝畠略番異畳疾病症痛療発登白百的皆皇皮皿盆益盗盛盟監盤目盲直相省眉看県眞真眠眼着督睦瞬瞳矢知矩短石砂研砲破硫硬碑碧碩確磁磐磨磯礁示礼社祇祈祉祐祖祝神祢祥票祭禁禄禅禎福禰秀私秋科秘秦秩称移稀程税稔稗稚種稲穂積穏穴究空突窓窪立竜章童竪端競竹笑笛笠符第笹筆等筋筑筒答策箇箕算管箱箸節範築篠篤篭簡簾籍米粉粒粕粗粟粥精糖糞糠糸系紀約紅紋納純紗紘紙級素紡索紫細紳紹紺終組経結絡絢給統絵絶絹継続綜維綱網綾綿緋総緑緒線締編緩練縁縄縦縫縮績繁織繰罪置羅羊美群義羽翁習翔翠翼耀老考者耐耕耳耶聖聞聡聴職肇肉肌肝股肥肩育肺背胞胡胤胸能脂脇脈脚脱脳腐腕腫腰腸腹膜膳臣臥臨自臭至致臼興舌舎舘舛舜舞舟航般船艦良色艶芋芙芝芥芦花芳芸芹芽苅苑苔苗若苦苫英茂茄茅茉茜茨茶草荒荘荷荻莉菅菊菌菓菖菜華菱萌萩萱落葉葛葦葵蒔蒲蒸蒼蓋蓑蓬蓮蔦蔭蔵蕗薄薩薫薬薮藁藍藤藻蘇蘭虎虚虫虹虻蚊蛇蛍蛭蜂蜜蝦蝶融螺蟹蟻血衆行術街衛衝衡衣表袋袖被裁裂装裏裕補裟裸製複西要覆覇見規視覚覧親観角解触言計訓託記訪設許訳訴診証評詞詠試詩詰話誉誌認誓誘語誠誤説読課調談請諏論諭諸謙講謝謹識警議譲護讃谷豆豊豚象豪貝貞負財貢貧貨販貫責貯貴買貸費賀賃資賞賢質赤赦走起超越足跡路跳踏身車軌軍軒軟転軸軽載輔輝輪輸辛辞辰農辺辻込迎近返迦迫述迷追退送逃逆透途通速造逢連週進逸遅遊運過道達違遠遣遥適選遺遼避邑那邦邪郁郎郡部郭郵郷都配酒酔酢酸醍醐采釈里重野量金釘釜針釣鈴鉄鉛鉢鉱鉾銀銃銅銘銭鋭鋼錦録鍋鍛鍬鍵鎌鎖鎮鏡鐘鑑長門閉開閑間関閣闇闘阪防阿陀附降限院陣除陰陳陵陶陸険陽隅隆隈隊階随隔際障隠隣隼雀雁雄雅集雑雛離難雨雪雲零雷電震霊霜霞霧露青靖静非面革鞍鞠韓音響頂頃項順須預頓領頭頼題額顔顕願類風飛食飯飲飼飽飾餅養館首香馨馬駄駅駆駐駒駿騎験骨高髪鬼魁魂魅魔魚鮎鮫鮮鯉鯨鳥鳩鳳鳴鴨鴻鵜鶏鶴鷲鷹鷺鹿麓麗麦麻麿黄黒黙鼓鼠鼻齢龍＊', + zh_sim: + ' 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虫虬虮虱虹虺虻虼虽虾虿蚀蚁蚂蚊蚋蚌蚍蚓蚕蚜蚝蚣蚤蚧蚨蚩蚬蚯蚰蚱蚴蚶蚺蛀蛄蛆蛇蛉蛊蛋蛎蛏蛐蛑蛔蛘蛙蛛蛞蛟蛤蛩蛭蛮蛰蛱蛲蛳蛴蛸蛹蛾蜀蜂蜃蜇蜈蜉蜊蜍蜒蜓蜕蜗蜘蜚蜜蜞蜡蜢蜣蜥蜩蜮蜱蜴蜷蜻蜾蜿蝇蝈蝉蝌蝎蝓蝗蝙蝠蝣蝤蝥蝮蝰蝴蝶蝻蝼蝽蝾螂螃螅螈螋融螗螟螨螫螬螭螯螳螵螺螽蟀蟆蟊蟋蟑蟒蟛蟠蟥蟪蟮蟹蟾蠃蠊蠓蠕蠖蠡蠢蠲蠹蠼血衄衅行衍衔街衙衡衢衣补表衩衫衬衮衰衲衷衽衾衿袁袂袄袅袈袋袍袒袖袜袢袤被袭袱袼裁裂装裆裉裎裒裔裕裘裙裟裢裣裤裥裨裰裱裳裴裸裹裼裾褂褊褐褒褓褙褚褛褡褥褪褫褰褴褶襁襄襞襟襦襻西要覃覆见观规觅视觇览觉觊觋觌觎觏觐觑角觖觚觜觞解觥触觫觯觳言訇訾詈詹誉誊誓謇警譬计订讣认讥讦讧讨让讪讫训议讯记讲讳讴讵讶讷许讹论讼讽设访诀证诂诃评诅识诈诉诊诋诌词诎诏译诒诓诔试诖诗诘诙诚诛诜话诞诟诠诡询诣诤该详诧诨诩诫诬语诮误诰诱诲诳说诵请诸诹诺读诼诽课诿谀谁谂调谄谅谆谇谈谊谋谌谍谎谏谐谑谒谓谔谕谖谗谙谚谛谜谝谟谠谡谢谣谤谥谦谧谨谩谪谫谬谭谮谯谰谱谲谳谴谵谶谷豁豆豇豉豌豕豚象豢豪豫豳豸豹豺貂貅貉貊貌貔貘贝贞负贡财责贤败账货质贩贪贫贬购贮贯贰贱贲贳贴贵贶贷贸费贺贻贼贽贾贿赀赁赂赃资赅赆赇赈赉赊赋赌赍赎赏赐赓赔赖赘赙赚赛赜赝赞赠赡赢赣赤赦赧赫赭走赳赴赵赶起趁趄超越趋趑趔趟趣趱足趴趵趸趺趼趾趿跃跄跆跋跌跎跏跑跖跗跚跛距跞跟跣跤跨跪跬路跳践跷跸跹跺跻跽踅踉踊踌踏踔踝踞踟踢踣踩踪踬踮踯踱踵踹踺踽蹀蹁蹂蹄蹇蹈蹉蹊蹋蹑蹒蹙蹦蹩蹬蹭蹯蹰蹲蹴蹶蹼蹿躁躅躇躏躐躔躜躞身躬躯躲躺车轧轨轩轫转轭轮软轰轱轲轳轴轵轶轷轸轺轻轼载轾轿辁辂较辄辅辆辇辈辉辊辋辍辎辏辐辑输辔辕辖辗辘辙辚辛辜辞辟辣辨辩辫辰辱边辽达迁迂迄迅过迈迎运近迓返迕还这进远违连迟迢迤迥迦迨迩迪迫迭迮述迷迸迹追退送适逃逄逅逆选逊逋逍透逐逑递途逖逗通逛逝逞速造逡逢逦逭逮逯逵逶逸逻逼逾遁遂遄遇遍遏遐遑遒道遗遘遛遢遣遥遨遭遮遴遵遽避邀邂邃邈邋邑邓邕邗邙邛邝邡邢那邦邪邬邮邯邰邱邳邴邵邶邸邹邺邻邾郁郄郅郇郊郎郏郐郑郓郗郛郜郝郡郢郦郧部郫郭郯郴郸都郾鄂鄄鄙鄞鄢鄣鄯鄱鄹酃酆酉酊酋酌配酎酏酐酒酗酚酝酞酡酢酣酤酥酩酪酬酮酯酰酱酲酴酵酶酷酸酹酽酾酿醅醇醉醋醌醍醐醑醒醚醛醢醪醭醮醯醴醵醺采釉释里重野量金釜鉴銎銮鋈錾鍪鎏鏊鏖鐾鑫钆钇针钉钊钋钌钍钎钏钐钒钓钔钕钗钙钚钛钜钝钞钟钠钡钢钣钤钥钦钧钨钩钪钫钬钭钮钯钰钱钲钳钴钵钷钹钺钻钼钽钾钿铀铁铂铃铄铅铆铈铉铊铋铌铍铎铐铑铒铕铗铘铙铛铜铝铞铟铠铡铢铣铤铥铧铨铩铪铫铬铭铮铯铰铱铲铳铴铵银铷铸铹铺铼铽链铿销锁锂锃锄锅锆锇锈锉锊锋锌锎锏锐锑锒锓锔锕锖锗锘错锚锛锝锞锟锡锢锣锤锥锦锨锩锪锫锬锭键锯锰锱锲锴锵锶锷锸锹锺锻锾锿镀镁镂镄镅镆镇镉镊镌镍镎镏镐镑镒镓镔镖镗镘镛镜镝镞镡镢镣镤镥镦镧镨镩镪镫镬镭镯镰镱镲镳镶长门闩闪闫闭问闯闰闱闲闳间闵闶闷闸闹闺闻闼闽闾阀阁阂阃阄阅阆阈阉阊阋阌阍阎阏阐阑阒阔阕阖阗阙阚阜队阡阢阪阮阱防阳阴阵阶阻阼阽阿陀陂附际陆陇陈陉陋陌降限陔陕陛陟陡院除陧陨险陪陬陲陴陵陶陷隅隆隈隋隍随隐隔隗隘隙障隧隰隳隶隼隽难雀雁雄雅集雇雉雌雍雎雏雒雕雠雨雩雪雯雳零雷雹雾需霁霄霆震霈霉霍霎霏霓霖霜霞霪霭霰露霸霹霾青靓靖静靛非靠靡面靥革靳靴靶靼鞅鞋鞍鞑鞒鞘鞠鞣鞫鞭鞯鞲鞴韦韧韩韪韫韬韭音韵韶页顶顷顸项顺须顼顽顾顿颀颁颂颃预颅领颇颈颉颊颌颍颏颐频颓颔颖颗题颚颛颜额颞颟颠颡颢颤颥颦颧风飑飒飓飕飘飙飚飞食飧飨餍餐餮饔饕饥饧饨饩饪饫饬饭饮饯饰饱饲饴饵饶饷饺饼饽饿馀馁馄馅馆馇馈馊馋馍馏馐馑馒馓馔馕首馗馘香馥馨马驭驮驯驰驱驳驴驵驶驷驸驹驺驻驼驽驾驿骀骁骂骄骅骆骇骈骊骋验骏骐骑骒骓骖骗骘骚骛骜骝骞骟骠骡骢骣骤骥骧骨骰骶骷骸骺骼髀髁髂髅髋髌髑髓高髡髦髫髭髯髹髻鬃鬈鬏鬓鬟鬣鬯鬲鬻鬼魁魂魃魄魅魇魈魉魍魏魑魔鱼鱿鲁鲂鲅鲆鲇鲈鲋鲍鲎鲐鲑鲔鲚鲛鲜鲞鲟鲠鲡鲢鲣鲤鲥鲦鲧鲨鲩鲫鲭鲮鲰鲱鲲鲳鲴鲵鲷鲸鲺鲻鲼鲽鳃鳄鳅鳆鳇鳊鳌鳍鳎鳏鳐鳓鳔鳕鳖鳗鳘鳙鳜鳝鳞鳟鳢鸟鸠鸡鸢鸣鸥鸦鸨鸩鸪鸫鸬鸭鸯鸱鸲鸳鸵鸶鸷鸸鸹鸺鸽鸾鸿鹁鹂鹃鹄鹅鹆鹇鹈鹉鹊鹋鹌鹎鹏鹑鹕鹗鹘鹚鹛鹜鹞鹣鹤鹦鹧鹨鹩鹪鹫鹬鹭鹰鹱鹳鹿麂麇麈麋麒麓麝麟麦麸麻麽麾黄黉黍黎黏黑黔默黛黜黝黟黠黢黥黧黩黯黹黻黼黾鼋鼍鼎鼐鼓鼗鼙鼠鼢鼬鼯鼷鼹鼻鼾齐齑齿龀龃龄龅龆龇龈龉龊龋龌龙龚龛龟龠', + korean: + ' !"#$%&\'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~가각간갇갈감갑값강갖같갚갛개객걀거걱건걷걸검겁것겉게겨격겪견결겹경곁계고곡곤곧골곰곱곳공과관광괜괴굉교구국군굳굴굵굶굽궁권귀규균그극근글긁금급긋긍기긴길김깅깊까깎깐깔깜깝깥깨꺼꺾껍껏껑께껴꼬꼭꼴꼼꼽꽂꽃꽉꽤꾸꿀꿈뀌끄끈끊끌끓끔끗끝끼낌나낙낚난날낡남납낫낭낮낯낱낳내냄냉냐냥너넉널넓넘넣네넥넷녀녁년념녕노녹논놀놈농높놓놔뇌뇨누눈눕뉘뉴늄느늑는늘늙능늦늬니닐님다닥닦단닫달닭닮담답닷당닿대댁댐더덕던덜덤덥덧덩덮데델도독돈돌돕동돼되된두둑둘둠둡둥뒤뒷드득든듣들듬듭듯등디딩딪따딱딴딸땀땅때땜떠떡떤떨떻떼또똑뚜뚫뚱뛰뜨뜩뜯뜰뜻띄라락란람랍랑랗래랜램랫략량러럭런럴럼럽럿렁렇레렉렌려력련렬렵령례로록론롬롭롯료루룩룹룻뤄류륙률륭르른름릇릎리릭린림립릿마막만많말맑맘맙맛망맞맡맣매맥맨맵맺머먹먼멀멈멋멍멎메멘멩며면멸명몇모목몰몸몹못몽묘무묵묶문묻물뭄뭇뭐뭣므미민믿밀밉밌및밑바박밖반받발밝밟밤밥방밭배백뱀뱃뱉버번벌범법벗베벤벼벽변별볍병볕보복볶본볼봄봇봉뵈뵙부북분불붉붐붓붕붙뷰브블비빌빗빚빛빠빨빵빼뺨뻐뻔뻗뼈뽑뿌뿐쁘쁨사삭산살삶삼상새색샌생서석섞선설섬섭섯성세센셈셋션소속손솔솜솟송솥쇄쇠쇼수숙순술숨숫숲쉬쉽슈스슨슬슴습슷승시식신싣실싫심십싱싶싸싹쌀쌍쌓써썩썰썹쎄쏘쏟쑤쓰쓸씀씌씨씩씬씹씻아악안앉않알앓암압앗앙앞애액야약얇양얗얘어억언얹얻얼엄업없엇엉엌엎에엔엘여역연열엷염엽엿영옆예옛오옥온올옮옳옷와완왕왜왠외왼요욕용우욱운울움웃웅워원월웨웬위윗유육율으윽은을음응의이익인일읽잃임입잇있잊잎자작잔잖잘잠잡장잦재쟁저적전절젊점접젓정젖제젠젯져조족존졸좀좁종좋좌죄주죽준줄줌줍중쥐즈즉즌즐즘증지직진질짐집짓징짙짚짜짝짧째쨌쩌쩍쩐쪽쫓쭈쭉찌찍찢차착찬찮찰참창찾채책챔챙처척천철첫청체쳐초촉촌총촬최추축춘출춤춥춧충취츠측츰층치칙친칠침칭카칸칼캐캠커컨컬컴컵컷켓켜코콜콤콩쾌쿠퀴크큰클큼키킬타탁탄탈탑탓탕태택탤터턱털텅테텍텔템토톤톱통퇴투툼퉁튀튜트특튼튿틀틈티틱팀팅파팎판팔패팩팬퍼퍽페펴편펼평폐포폭표푸푹풀품풍퓨프플픔피픽필핏핑하학한할함합항해핵핸햄햇행향허헌험헤헬혀현혈협형혜호혹혼홀홍화확환활황회획횟효후훈훌훔훨휘휴흉흐흑흔흘흙흡흥흩희흰히힘', + telugu: + '0123456789!"#$%&\'()*+,-./:;<=>?@[\\]^_`{|}~ abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZఁంఃఅఆఇఈఉఊఋఌఎఏఐఒఓఔకఖగఘఙచఛజఝఞటఠడఢణతథదధనపఫబభమయరఱలళవశషసహాిీుూృౄెేైొోౌ్ౠౡౢౣ', + kannada: + '0123456789!"#$%&\'()*+,-./:;<=>?@[\\]^_`{|}~ abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZಂಃಅಆಇಈಉಊಋಎಏಐಒಓಔಕಖಗಘಙಚಛಜಝಞಟಠಡಢಣತಥದಧನಪಫಬಭಮಯರಲಳವಶಷಸಹಾಿೀುೂೃೆೇೈೊೋೌ್೦೧೨೩೪೫೬೭೮೯', +}; + +export const symbols = { + //Abaza + abq: alphabets['cyrillic'], + //Adyghe + ady: alphabets['cyrillic'], + //Africans + af: alphabets['latin'], + //Avar + ava: alphabets['cyrillic'], + //Azerbaijani + az: alphabets['latin'], + //Belarusian + be: alphabets['cyrillic'], + //Bulgarian + bg: alphabets['cyrillic'], + //Bosnian + bs: alphabets['latin'], + //Simplified Chinese + ch_sim: alphabets['zh_sim'], + //Chechen + che: alphabets['cyrillic'], + //Czech + cs: alphabets['latin'], + //Welsh + cy: alphabets['latin'], + //Danish + da: alphabets['latin'], + //Dargwa + dar: alphabets['cyrillic'], + //German + de: alphabets['latin'], + //English + en: alphabets['english'], + //Spanish + es: alphabets['latin'], + //Estonian + et: alphabets['latin'], + //French + fr: alphabets['latin'], + //Irish + ga: alphabets['latin'], + //Croatian + hr: alphabets['latin'], + //Hungarian + hu: alphabets['latin'], + //Indonesian + id: alphabets['latin'], + //Ingush + inh: alphabets['cyrillic'], + //Icelandic + ic: alphabets['latin'], + //Italian + it: alphabets['latin'], + //Japanese + ja: alphabets['japanese'], + //Karbadian + kbd: alphabets['cyrillic'], + //Kannada + kn: alphabets['kannada'], + //Korean + ko: alphabets['korean'], + //Kurdish + ku: alphabets['latin'], + //Latin + la: alphabets['latin'], + //Lak + lbe: alphabets['cyrillic'], + //Lezghian + lez: alphabets['cyrillic'], + //Lithuanian + lt: alphabets['latin'], + //Latvian + lv: alphabets['latin'], + //Maori + mi: alphabets['latin'], + //Mongolian + mn: alphabets['cyrillic'], + //Malay + ms: alphabets['latin'], + //Maltese + mt: alphabets['latin'], + //Dutch + nl: alphabets['latin'], + //Norwegian + no: alphabets['latin'], + //Occitan + oc: alphabets['latin'], + //Pali + pi: alphabets['latin'], + //Polish + pl: alphabets['latin'], + //Portuguese + pt: alphabets['latin'], + //Romanian + ro: alphabets['latin'], + //Russian + ru: alphabets['cyrillic'], + //Serbian (cyrillic) + rs_cyrillic: alphabets['cyrillic'], + //Serbian (latin) + rs_latin: alphabets['latin'], + //Slovak + sk: alphabets['latin'], + //Slovenian + sl: alphabets['latin'], + //Albanian + sq: alphabets['latin'], + //Swedish + sv: alphabets['latin'], + //Swahili + sw: alphabets['latin'], + //Tabassaran + tab: alphabets['cyrillic'], + //Telugu + te: alphabets['telugu'], + //Tajik + tjk: alphabets['cyrillic'], + //Tagalog + tl: alphabets['latin'], + //Turkish: + tr: alphabets['latin'], + //Ukrainian + uk: alphabets['cyrillic'], + //Uzbek + uz: alphabets['latin'], + //Vietnamese + vi: alphabets['latin'], }; diff --git a/src/constants/sttDefaults.ts b/src/constants/sttDefaults.ts index 6eb431d1e..119e5d2e7 100644 --- a/src/constants/sttDefaults.ts +++ b/src/constants/sttDefaults.ts @@ -5,52 +5,62 @@ import { WHISPER_TINY_ENCODER, WHISPER_TINY_DECODER, WHISPER_TOKENIZER, + WHISPER_TINY_MULTILINGUAL_ENCODER, + WHISPER_TINY_MULTILINGUAL_DECODER, + WHISPER_TINY_MULTILINGUAL_TOKENIZER, } from './modelUrls'; +import { AvailableModels, ModelConfig } from '../types/stt'; export const SAMPLE_RATE = 16_000; export const SECOND = SAMPLE_RATE; export const HAMMING_DIST_THRESHOLD = 1; -export interface ModelConfig { +const whisperTinyModelConfig = { sources: { - encoder: string; - decoder: string; - }; + encoder: WHISPER_TINY_ENCODER, + decoder: WHISPER_TINY_DECODER, + }, tokenizer: { - source: string; - sos: number; - eos: number; - specialChar: string; - }; -} + source: WHISPER_TOKENIZER, + bos: 50257, // FIXME: this is a placeholder and needs to be changed + eos: 50256, // FIXME: this is a placeholder and needs to be changed + }, + isMultilingual: false, +}; -export const MODEL_CONFIGS: { [key in 'moonshine' | 'whisper']: ModelConfig } = - { - moonshine: { - sources: { - encoder: MOONSHINE_TINY_ENCODER, - decoder: MOONSHINE_TINY_DECODER, - }, - tokenizer: { - source: MOONSHINE_TOKENIZER, - sos: 1, - eos: 2, - specialChar: '\u2581', - }, - }, - whisper: { - sources: { - encoder: WHISPER_TINY_ENCODER, - decoder: WHISPER_TINY_DECODER, - }, - tokenizer: { - source: WHISPER_TOKENIZER, - sos: 50257, - eos: 50256, - specialChar: 'Ġ', - }, - }, - }; +const moonshineTinyModelConfig = { + sources: { + encoder: MOONSHINE_TINY_ENCODER, + decoder: MOONSHINE_TINY_DECODER, + }, + tokenizer: { + source: MOONSHINE_TOKENIZER, + bos: 1, // FIXME: this is a placeholder and needs to be changed + eos: 2, // FIXME: this is a placeholder and needs to be changed + }, + isMultilingual: false, +}; + +const whisperTinyMultilingualModelConfig = { + sources: { + encoder: WHISPER_TINY_MULTILINGUAL_ENCODER, + decoder: WHISPER_TINY_MULTILINGUAL_DECODER, + }, + tokenizer: { + source: WHISPER_TINY_MULTILINGUAL_TOKENIZER, + bos: 50258, // FIXME: this is a placeholder and needs to be changed + eos: 50257, // FIXME: this is a placeholder and needs to be changed + }, + isMultilingual: true, +}; + +export const MODEL_CONFIGS: { + [key in AvailableModels]: ModelConfig; +} = { + moonshine: moonshineTinyModelConfig, + whisper: whisperTinyModelConfig, + whisperMultilingual: whisperTinyMultilingualModelConfig, +}; export const MODES = { fast: { @@ -66,3 +76,5 @@ export const MODES = { overlapSeconds: 3, }, }; + +export const NUM_TOKENS_TO_SLICE = 3; diff --git a/src/controllers/LLMController.ts b/src/controllers/LLMController.ts new file mode 100644 index 000000000..6ed1684d0 --- /dev/null +++ b/src/controllers/LLMController.ts @@ -0,0 +1,250 @@ +import { EventSubscription } from 'react-native'; +import { ResourceSource } from '../types/common'; +import { ResourceFetcher } from '../utils/ResourceFetcher'; +import { ETError, getError } from '../Error'; +import { Template } from '@huggingface/jinja'; +import { DEFAULT_CHAT_CONFIG } from '../constants/llmDefaults'; +import { readAsStringAsync } from 'expo-file-system'; +import { + ChatConfig, + LLMTool, + MessageType, + SPECIAL_TOKENS, + ToolsConfig, +} from '../types/llm'; +import { LLMNativeModule } from '../native/RnExecutorchModules'; +import { parseToolCall } from '../utils/llm'; + +export class LLMController { + private nativeModule: typeof LLMNativeModule; + private chatConfig: ChatConfig; + private toolsConfig: ToolsConfig | undefined; + private tokenizerConfig: any; + private onToken: EventSubscription | null = null; + private _response = ''; + private _isReady = false; + private _isGenerating = false; + private _messageHistory: MessageType[] = []; + + // User callbacks + private responseCallback: (response: string) => void; + private messageHistoryCallback: (messageHistory: MessageType[]) => void; + private isReadyCallback: (isReady: boolean) => void; + private isGeneratingCallback: (isGenerating: boolean) => void; + private onDownloadProgressCallback: + | ((downloadProgress: number) => void) + | undefined; + private errorCallback: ((error: any) => void) | undefined; + + constructor({ + responseCallback, + messageHistoryCallback, + isReadyCallback, + isGeneratingCallback, + onDownloadProgressCallback, + errorCallback, + chatConfig = DEFAULT_CHAT_CONFIG, + toolsConfig, + }: { + responseCallback?: (response: string) => void; + messageHistoryCallback?: (messageHistory: MessageType[]) => void; + isReadyCallback?: (isReady: boolean) => void; + isGeneratingCallback?: (isGenerating: boolean) => void; + onDownloadProgressCallback?: (downloadProgress: number) => void; + errorCallback?: (error: Error | undefined) => void; + chatConfig?: Partial; + toolsConfig?: ToolsConfig; + }) { + this.responseCallback = (response) => { + this._response = response; + responseCallback?.(response); + }; + this.messageHistoryCallback = (messageHistory) => { + this._messageHistory = messageHistory; + messageHistoryCallback?.(messageHistory); + }; + this.isReadyCallback = (isReady) => { + this._isReady = isReady; + isReadyCallback?.(isReady); + }; + this.isGeneratingCallback = (isGenerating) => { + this._isGenerating = isGenerating; + isGeneratingCallback?.(isGenerating); + }; + this.errorCallback = errorCallback; + this.onDownloadProgressCallback = onDownloadProgressCallback; + + this.messageHistoryCallback(chatConfig?.initialMessageHistory ?? []); + this.chatConfig = { ...DEFAULT_CHAT_CONFIG, ...chatConfig }; + this.toolsConfig = toolsConfig; + this.nativeModule = LLMNativeModule; + } + + public get response() { + return this._response; + } + public get isReady() { + return this._isReady; + } + public get isGenerating() { + return this._isGenerating; + } + public get messageHistory() { + return this._messageHistory; + } + + public async load({ + modelSource, + tokenizerSource, + tokenizerConfigSource, + }: { + modelSource: ResourceSource; + tokenizerSource: ResourceSource; + tokenizerConfigSource: ResourceSource; + }) { + this.isReadyCallback(false); + try { + const tokenizerFileUri = await ResourceFetcher.fetch(tokenizerSource); + const tokenizerConfigFileUri = await ResourceFetcher.fetch( + tokenizerConfigSource + ); + this.tokenizerConfig = JSON.parse( + await readAsStringAsync('file://' + tokenizerConfigFileUri) + ); + + const modelFileUri = await ResourceFetcher.fetch( + modelSource, + this.onDownloadProgressCallback + ); + + await this.nativeModule.loadLLM(modelFileUri, tokenizerFileUri); + this.isReadyCallback(true); + this.onToken = this.nativeModule.onToken((data: string | undefined) => { + if (!data) { + return; + } + this.responseCallback(this._response + data); + }); + } catch (e) { + if (this.errorCallback) { + this.errorCallback(getError(e)); + } else { + throw new Error(getError(e)); + } + this.isReadyCallback(false); + } + } + + public delete() { + this.onToken?.remove(); + this.onToken = null; + this.nativeModule.releaseResources(); + } + + public async runInference(input: string) { + if (!this._isReady) { + throw new Error(getError(ETError.ModuleNotLoaded)); + } + try { + this.responseCallback(''); + this.isGeneratingCallback(true); + await this.nativeModule.runInference(input); + } catch (e) { + throw new Error(getError(e)); + } finally { + this.isGeneratingCallback(false); + } + } + + public interrupt() { + this.nativeModule.interrupt(); + } + + public async sendMessage(message: string) { + this.messageHistoryCallback([ + ...this._messageHistory, + { content: message, role: 'user' }, + ]); + + const messageHistoryWithPrompt: MessageType[] = [ + { content: this.chatConfig.systemPrompt, role: 'system' }, + ...this._messageHistory.slice(-this.chatConfig.contextWindowLength), + ]; + + const renderedChat: string = this.applyChatTemplate( + messageHistoryWithPrompt, + this.tokenizerConfig, + this.toolsConfig?.tools, + { tools_in_user_message: false, add_generation_prompt: true } + ); + + await this.runInference(renderedChat); + + if (!this._response) { + return; + } + + if (!this.toolsConfig || this.toolsConfig.displayToolCalls) { + this.responseCallback( + this._response.replace(this.tokenizerConfig.eos_token, '') + ); + this.messageHistoryCallback([ + ...this._messageHistory, + { content: this._response, role: 'assistant' }, + ]); + } + if (!this.toolsConfig) { + return; + } + + const toolCalls = parseToolCall(this._response); + + for (const toolCall of toolCalls) { + this.toolsConfig + .executeToolCallback(toolCall) + .then((toolResponse: string | null) => { + if (toolResponse) { + this.messageHistoryCallback([ + ...this._messageHistory, + { content: toolResponse, role: 'assistant' }, + ]); + } + }); + } + } + + public deleteMessage(index: number) { + // we delete referenced message and all messages after it + // so the model responses that used them are deleted as well + const newMessageHistory = this._messageHistory.slice(0, index); + + this.messageHistoryCallback(newMessageHistory); + } + + private applyChatTemplate( + messages: MessageType[], + tokenizerConfig: any, + tools?: LLMTool[], + template_flags?: Object + ): string { + if (!tokenizerConfig.chat_template) { + throw Error("Tokenizer config doesn't include chat_template"); + } + const template = new Template(tokenizerConfig.chat_template); + + const specialTokens = Object.fromEntries( + SPECIAL_TOKENS.filter((key) => key in tokenizerConfig).map((key) => [ + key, + tokenizerConfig[key], + ]) + ); + + const result = template.render({ + messages, + tools, + ...template_flags, + ...specialTokens, + }); + return result; + } +} diff --git a/src/controllers/OCRController.ts b/src/controllers/OCRController.ts index a6cf1a5da..f41104946 100644 --- a/src/controllers/OCRController.ts +++ b/src/controllers/OCRController.ts @@ -1,15 +1,12 @@ import { symbols } from '../constants/ocr/symbols'; import { ETError, getError } from '../Error'; -import { _OCRModule } from '../native/RnExecutorchModules'; +import { OCRNativeModule } from '../native/RnExecutorchModules'; import { ResourceSource } from '../types/common'; import { OCRLanguage } from '../types/ocr'; -import { - fetchResource, - calculateDownloadProgres, -} from '../utils/fetchResource'; +import { ResourceFetcher } from '../utils/ResourceFetcher'; export class OCRController { - private nativeModule: _OCRModule; + private nativeModule: typeof OCRNativeModule; public isReady: boolean = false; public isGenerating: boolean = false; public error: string | null = null; @@ -24,7 +21,7 @@ export class OCRController { isGeneratingCallback = (_isGenerating: boolean) => {}, errorCallback = (_error: string) => {}, }) { - this.nativeModule = new _OCRModule(); + this.nativeModule = OCRNativeModule; this.modelDownloadProgressCallback = modelDownloadProgressCallback; this.isReadyCallback = isReadyCallback; this.isGeneratingCallback = isGeneratingCallback; @@ -47,34 +44,23 @@ export class OCRController { if (!symbols[language]) { throw new Error(getError(ETError.LanguageNotSupported)); } + this.isReady = false; this.isReadyCallback(false); - const detectorPath = await fetchResource( + const paths = await ResourceFetcher.fetchMultipleResources( + this.modelDownloadProgressCallback, detectorSource, - calculateDownloadProgres(4, 0, this.modelDownloadProgressCallback) + recognizerSources.recognizerLarge, + recognizerSources.recognizerMedium, + recognizerSources.recognizerSmall ); - const recognizerPaths = { - recognizerLarge: await fetchResource( - recognizerSources.recognizerLarge, - calculateDownloadProgres(4, 1, this.modelDownloadProgressCallback) - ), - recognizerMedium: await fetchResource( - recognizerSources.recognizerMedium, - calculateDownloadProgres(4, 2, this.modelDownloadProgressCallback) - ), - recognizerSmall: await fetchResource( - recognizerSources.recognizerSmall, - calculateDownloadProgres(4, 3, this.modelDownloadProgressCallback) - ), - }; - await this.nativeModule.loadModule( - detectorPath, - recognizerPaths.recognizerLarge, - recognizerPaths.recognizerMedium, - recognizerPaths.recognizerSmall, + paths[0]!, + paths[1]!, + paths[2]!, + paths[3]!, symbols[language] ); diff --git a/src/controllers/SpeechToTextController.ts b/src/controllers/SpeechToTextController.ts index 296a4f155..13b50203c 100644 --- a/src/controllers/SpeechToTextController.ts +++ b/src/controllers/SpeechToTextController.ts @@ -1,58 +1,34 @@ -import { _SpeechToTextModule } from '../native/RnExecutorchModules'; -import * as FileSystem from 'expo-file-system'; -import { fetchResource } from '../utils/fetchResource'; -import { ResourceSource } from '../types/common'; import { HAMMING_DIST_THRESHOLD, - SECOND, MODEL_CONFIGS, - ModelConfig, + SECOND, MODES, + NUM_TOKENS_TO_SLICE, } from '../constants/sttDefaults'; - -const longCommonInfPref = (seq1: number[], seq2: number[]) => { - let maxInd = 0; - let maxLength = 0; - - for (let i = 0; i < seq1.length; i++) { - let j = 0; - let hammingDist = 0; - while ( - j < seq2.length && - i + j < seq1.length && - (seq1[i + j] === seq2[j] || hammingDist < HAMMING_DIST_THRESHOLD) - ) { - if (seq1[i + j] !== seq2[j]) { - hammingDist++; - } - j++; - } - if (j >= maxLength) { - maxLength = j; - maxInd = i; - } - } - return maxInd; -}; +import { AvailableModels, ModelConfig } from '../types/stt'; +import { + SpeechToTextNativeModule, + TokenizerNativeModule, +} from '../native/RnExecutorchModules'; +import { ResourceSource } from '../types/common'; +import { ResourceFetcher } from '../utils/ResourceFetcher'; +import { longCommonInfPref } from '../utils/stt'; +import { SpeechToTextLanguage } from '../types/stt'; export class SpeechToTextController { - private nativeModule: _SpeechToTextModule; + private speechToTextNativeModule = SpeechToTextNativeModule; private overlapSeconds!: number; private windowSize!: number; - private chunks: number[][] = []; public sequence: number[] = []; public isReady = false; public isGenerating = false; - private modelName!: 'moonshine' | 'whisper'; - - // tokenizer tokens to string mapping used for decoding sequence - private tokenMapping!: { [key: number]: string }; + private nativeTokenizer = TokenizerNativeModule; // User callbacks private decodedTranscribeCallback: (sequence: number[]) => void; - private modelDownloadProgessCallback: + private modelDownloadProgressCallback: | ((downloadProgress: number) => void) | undefined; private isReadyCallback: (isReady: boolean) => void; @@ -62,7 +38,7 @@ export class SpeechToTextController { constructor({ transcribeCallback, - modelDownloadProgessCallback, + modelDownloadProgressCallback, isReadyCallback, isGeneratingCallback, onErrorCallback, @@ -71,7 +47,7 @@ export class SpeechToTextController { streamingConfig, }: { transcribeCallback: (sequence: string) => void; - modelDownloadProgessCallback?: (downloadProgress: number) => void; + modelDownloadProgressCallback?: (downloadProgress: number) => void; isReadyCallback?: (isReady: boolean) => void; isGeneratingCallback?: (isGenerating: boolean) => void; onErrorCallback?: (error: Error | undefined) => void; @@ -79,9 +55,9 @@ export class SpeechToTextController { windowSize?: number; streamingConfig?: keyof typeof MODES; }) { - this.decodedTranscribeCallback = (seq) => - transcribeCallback(this.decodeSeq(seq)); - this.modelDownloadProgessCallback = modelDownloadProgessCallback; + this.decodedTranscribeCallback = async (seq) => + transcribeCallback(await this.tokenIdsToText(seq)); + this.modelDownloadProgressCallback = modelDownloadProgressCallback; this.isReadyCallback = (isReady) => { this.isReady = isReady; isReadyCallback?.(isReady); @@ -91,7 +67,6 @@ export class SpeechToTextController { isGeneratingCallback?.(isGenerating); }; this.onErrorCallback = onErrorCallback; - this.nativeModule = new _SpeechToTextModule(); this.configureStreaming( overlapSeconds, windowSize, @@ -99,17 +74,8 @@ export class SpeechToTextController { ); } - private async fetchTokenizer( - localUri?: ResourceSource - ): Promise<{ [key: number]: string }> { - let tokenzerUri = await fetchResource( - localUri || this.config.tokenizer.source - ); - return JSON.parse(await FileSystem.readAsStringAsync(tokenzerUri)); - } - public async loadModel( - modelName: 'moonshine' | 'whisper', + modelName: AvailableModels, encoderSource?: ResourceSource, decoderSource?: ResourceSource, tokenizerSource?: ResourceSource @@ -117,36 +83,50 @@ export class SpeechToTextController { this.onErrorCallback?.(undefined); this.isReadyCallback(false); this.config = MODEL_CONFIGS[modelName]; - this.modelName = modelName; try { - this.tokenMapping = await this.fetchTokenizer(tokenizerSource); - encoderSource = await fetchResource( + encoderSource = await ResourceFetcher.fetch( encoderSource || this.config.sources.encoder, - (progress) => this.modelDownloadProgessCallback?.(progress / 2) + (progress) => this.modelDownloadProgressCallback?.(progress / 2) ); - decoderSource = await fetchResource( + decoderSource = await ResourceFetcher.fetch( decoderSource || this.config.sources.decoder, - (progress) => this.modelDownloadProgessCallback?.(0.5 + progress / 2) + (progress) => this.modelDownloadProgressCallback?.(0.5 + progress / 2) + ); + + let tokenizerUri = await ResourceFetcher.fetch( + tokenizerSource || this.config.tokenizer.source + ); + + // The tokenizer native module does not accept the file:// prefix + await this.nativeTokenizer.loadModule( + tokenizerUri.replace('file://', '') ); } catch (e) { this.onErrorCallback?.(e); return; } + if (modelName === 'whisperMultilingual') { + // The underlying native class is instantiated based on the name of the model. There is no need to + // create a separate class for multilingual version of Whisper, since it is the same. We just need + // the distinction here, in TS, for start tokens and such. If we introduce + // more versions of Whisper, such as the small one, this should be refactored. + modelName = 'whisper'; + } + try { - await this.nativeModule.loadModule(modelName, [ + await this.speechToTextNativeModule.loadModule(modelName, [ encoderSource!, decoderSource!, ]); - this.modelDownloadProgessCallback?.(1); + this.modelDownloadProgressCallback?.(1); this.isReadyCallback(true); } catch (e) { this.onErrorCallback?.( new Error(`Error when loading the SpeechToTextController! ${e}`) ); - console.error('Error when loading the SpeechToTextController!', e); } } @@ -173,7 +153,6 @@ export class SpeechToTextController { this.windowSize = 30 * SECOND - 2 * this.overlapSeconds; } } - private chunkWaveform(waveform: number[]) { this.chunks = []; const numOfChunks = Math.ceil(waveform.length / this.windowSize); @@ -185,65 +164,126 @@ export class SpeechToTextController { waveform.length ) ); - this.chunks.push(chunk); } } - public async transcribe(waveform: number[]): Promise { + private checkCanTranscribe() { if (!this.isReady) { - this.onErrorCallback?.(new Error('Model is not yet ready')); - return ''; + throw Error('Model is not yet ready'); } if (this.isGenerating) { - this.onErrorCallback?.(new Error('Model is already transcribing')); - return ''; + throw Error('Model is already transcribing'); } - this.onErrorCallback?.(undefined); - this.isGeneratingCallback(true); + } - this.sequence = []; + public async encode(waveform: number[]) { + return await this.speechToTextNativeModule.encode(waveform); + } + + public async decode(seq: number[], encodings: number[]) { + return await this.speechToTextNativeModule.decode(seq, encodings); + } - if (!waveform) { - this.isGeneratingCallback(false); + private async getStartingTokenIds(audioLanguage?: string): Promise { + // We need different starting token ids based on the multilingualism of the model. + // The eng version only needs BOS token, while the multilingual one needs: + // [BOS, LANG, TRANSCRIBE]. Optionally we should also set notimestamps token, as timestamps + // is not yet supported. + if (!audioLanguage) { + return [this.config.tokenizer.bos]; + } + // FIXME: I should use .getTokenId for the BOS as well, should remove it from config + const langTokenId = await this.nativeTokenizer.tokenToId( + `<|${audioLanguage}|>` + ); + const transcribeTokenId = + await this.nativeTokenizer.tokenToId('<|transcribe|>'); + const noTimestampsTokenId = + await this.nativeTokenizer.tokenToId('<|notimestamps|>'); + const startingTokenIds = [ + this.config.tokenizer.bos, + langTokenId, + transcribeTokenId, + noTimestampsTokenId, + ]; + return startingTokenIds; + } + public async transcribe( + waveform: number[], + audioLanguage?: SpeechToTextLanguage + ): Promise { + try { + this.checkCanTranscribe(); + } catch (e) { + this.onErrorCallback?.(e); + return ''; + } + + if (!audioLanguage && this.config.isMultilingual) { + this.onErrorCallback?.( + new Error( + 'Language parameter was not provided for a multilingual model. Please pass lang parameter to the transcribe.' + ) + ); + return ''; + } else if (audioLanguage && !this.config.isMultilingual) { this.onErrorCallback?.( new Error( - `Nothing to transcribe, perhaps you forgot to call this.loadAudio().` + 'Language parameter was passed to a non-multilingual model. Please either use a multilingual version or delete the lang parameter.' ) ); + return ''; } + // Making sure that the error is not set when we get there + this.onErrorCallback?.(undefined); + this.isGeneratingCallback(true); + this.chunkWaveform(waveform); + this.sequence = []; let seqs: number[][] = []; - let prevseq: number[] = []; + let prevSeq: number[] = []; for (let chunkId = 0; chunkId < this.chunks.length; chunkId++) { - let lastToken = this.config.tokenizer.sos; let prevSeqTokenIdx = 0; let finalSeq: number[] = []; - let seq = [lastToken]; + + let seq = await this.getStartingTokenIds(audioLanguage); + const numSpecialTokens = seq.length; + let encoderOutput; try { - await this.nativeModule.encode(this.chunks!.at(chunkId)!); + encoderOutput = await this.speechToTextNativeModule.encode( + this.chunks!.at(chunkId)! + ); } catch (error) { - this.onErrorCallback?.(`Encode ${error}`); + this.onErrorCallback?.(`An error has occurred while encoding ${error}`); return ''; } + + let lastToken = seq.at(-1) as number; while (lastToken !== this.config.tokenizer.eos) { try { - lastToken = await this.nativeModule.decode(seq); + // Returns a single predicted token + lastToken = await this.speechToTextNativeModule.decode( + seq, + encoderOutput + ); } catch (error) { - this.onErrorCallback?.(`Decode ${error}`); + this.onErrorCallback?.( + `An error has occurred while decoding: ${error}` + ); return ''; } - seq = [...seq, lastToken]; + seq.push(lastToken); if ( seqs.length > 0 && seq.length < seqs.at(-1)!.length && seq.length % 3 !== 0 ) { - prevseq = [...prevseq, seqs.at(-1)![prevSeqTokenIdx++]!]; - this.decodedTranscribeCallback(prevseq); + prevSeq.push(seqs.at(-1)![prevSeqTokenIdx++]!); + this.decodedTranscribeCallback(prevSeq); } } @@ -253,63 +293,55 @@ export class SpeechToTextController { this.decodedTranscribeCallback(finalSeq); break; } - // remove sos/eos token and 3 additional ones + + // Remove starting tokenIds and 3 additional ones if (seqs.length === 0) { - seqs = [seq.slice(0, -4)]; + seqs = [seq.slice(0, -(numSpecialTokens + NUM_TOKENS_TO_SLICE))]; } else if (seqs.length === this.chunks.length - 1) { - seqs = [...seqs, seq.slice(4)]; + seqs.push(seq.slice(numSpecialTokens + NUM_TOKENS_TO_SLICE)); } else { - seqs = [...seqs, seq.slice(4, -4)]; + seqs.push( + seq.slice( + numSpecialTokens + NUM_TOKENS_TO_SLICE, + -(numSpecialTokens + NUM_TOKENS_TO_SLICE) + ) + ); } if (seqs.length < 2) { continue; } - const maxInd = longCommonInfPref(seqs.at(-2)!, seqs.at(-1)!); + const maxInd = longCommonInfPref( + seqs.at(-2)!, + seqs.at(-1)!, + HAMMING_DIST_THRESHOLD + ); finalSeq = [...this.sequence, ...seqs.at(-2)!.slice(0, maxInd)]; this.sequence = finalSeq; this.decodedTranscribeCallback(finalSeq); - prevseq = finalSeq; + prevSeq = finalSeq; - //last sequence processed + // last sequence processed if (seqs.length === this.chunks.length) { finalSeq = [...this.sequence, ...seqs.at(-1)!]; this.sequence = finalSeq; this.decodedTranscribeCallback(finalSeq); - prevseq = finalSeq; + prevSeq = finalSeq; } } - const decodedSeq = this.decodeSeq(this.sequence); + const decodedText = await this.tokenIdsToText(this.sequence); this.isGeneratingCallback(false); - return decodedSeq; + return decodedText; } - public decodeSeq(seq?: number[]): string { - if (!this.modelName) { + private async tokenIdsToText(tokenIds: number[]): Promise { + try { + return this.nativeTokenizer.decode(tokenIds, true); + } catch (e) { this.onErrorCallback?.( - new Error('Model is not loaded, call `loadModel` first') + new Error(`An error has occurred when decoding the token ids: ${e}`) ); return ''; } - this.onErrorCallback?.(undefined); - if (!seq) seq = this.sequence; - - return seq - .filter( - (token) => - token !== this.config.tokenizer.eos && - token !== this.config.tokenizer.sos - ) - .map((token) => this.tokenMapping[token]) - .join('') - .replaceAll(this.config.tokenizer.specialChar, ' '); - } - - public async encode(waveform: number[]) { - return await this.nativeModule.encode(waveform); - } - - public async decode(seq: number[], encodings?: number[]) { - return await this.nativeModule.decode(seq, encodings); } } diff --git a/src/controllers/VerticalOCRController.ts b/src/controllers/VerticalOCRController.ts index f09e70a7e..1bb0e13e4 100644 --- a/src/controllers/VerticalOCRController.ts +++ b/src/controllers/VerticalOCRController.ts @@ -1,15 +1,12 @@ import { symbols } from '../constants/ocr/symbols'; import { ETError, getError } from '../Error'; -import { _VerticalOCRModule } from '../native/RnExecutorchModules'; +import { VerticalOCRNativeModule } from '../native/RnExecutorchModules'; import { ResourceSource } from '../types/common'; import { OCRLanguage } from '../types/ocr'; -import { - fetchResource, - calculateDownloadProgres, -} from '../utils/fetchResource'; +import { ResourceFetcher } from '../utils/ResourceFetcher'; export class VerticalOCRController { - private nativeModule: _VerticalOCRModule; + private ocrNativeModule: typeof VerticalOCRNativeModule; public isReady: boolean = false; public isGenerating: boolean = false; public error: string | null = null; @@ -24,7 +21,7 @@ export class VerticalOCRController { isGeneratingCallback = (_isGenerating: boolean) => {}, errorCallback = (_error: string) => {}, }) { - this.nativeModule = new _VerticalOCRModule(); + this.ocrNativeModule = VerticalOCRNativeModule; this.modelDownloadProgressCallback = modelDownloadProgressCallback; this.isReadyCallback = isReadyCallback; this.isGeneratingCallback = isGeneratingCallback; @@ -57,31 +54,19 @@ export class VerticalOCRController { this.isReady = false; this.isReadyCallback(this.isReady); - const recognizerPath = independentCharacters - ? await fetchResource( - recognizerSources.recognizerSmall, - calculateDownloadProgres(3, 0, this.modelDownloadProgressCallback) - ) - : await fetchResource( - recognizerSources.recognizerLarge, - calculateDownloadProgres(3, 0, this.modelDownloadProgressCallback) - ); - - const detectorPaths = { - detectorLarge: await fetchResource( - detectorSources.detectorLarge, - calculateDownloadProgres(3, 1, this.modelDownloadProgressCallback) - ), - detectorNarrow: await fetchResource( - detectorSources.detectorNarrow, - calculateDownloadProgres(3, 2, this.modelDownloadProgressCallback) - ), - }; + const paths = await ResourceFetcher.fetchMultipleResources( + this.modelDownloadProgressCallback, + detectorSources.detectorLarge, + detectorSources.detectorNarrow, + independentCharacters + ? recognizerSources.recognizerSmall + : recognizerSources.recognizerLarge + ); - await this.nativeModule.loadModule( - detectorPaths.detectorLarge, - detectorPaths.detectorNarrow, - recognizerPath, + await this.ocrNativeModule.loadModule( + paths[0]!, + paths[1]!, + paths[2]!, symbols[language], independentCharacters ); @@ -108,7 +93,7 @@ export class VerticalOCRController { try { this.isGenerating = true; this.isGeneratingCallback(this.isGenerating); - return await this.nativeModule.forward(input); + return await this.ocrNativeModule.forward(input); } catch (e) { throw new Error(getError(e)); } finally { diff --git a/src/hooks/computer_vision/useClassification.ts b/src/hooks/computer_vision/useClassification.ts index 0cc8a1dcc..2ac81c5f8 100644 --- a/src/hooks/computer_vision/useClassification.ts +++ b/src/hooks/computer_vision/useClassification.ts @@ -1,31 +1,9 @@ -import { useState } from 'react'; -import { _ClassificationModule } from '../../native/RnExecutorchModules'; +import { ClassificationModule } from '../../modules/computer_vision/ClassificationModule'; +import { ResourceSource } from '../../types/common'; import { useModule } from '../useModule'; -interface Props { - modelSource: string | number; -} - export const useClassification = ({ modelSource, -}: Props): { - error: string | null; - isReady: boolean; - isGenerating: boolean; - downloadProgress: number; - forward: (input: string) => Promise<{ [category: string]: number }>; -} => { - const [module, _] = useState(() => new _ClassificationModule()); - const { - error, - isReady, - isGenerating, - downloadProgress, - forwardImage: forward, - } = useModule({ - modelSource, - module, - }); - - return { error, isReady, isGenerating, downloadProgress, forward }; -}; +}: { + modelSource: ResourceSource; +}) => useModule({ module: ClassificationModule, loadArgs: [modelSource] }); diff --git a/src/hooks/computer_vision/useImageSegmentation.ts b/src/hooks/computer_vision/useImageSegmentation.ts index 4e562d6bf..6b70d68a9 100644 --- a/src/hooks/computer_vision/useImageSegmentation.ts +++ b/src/hooks/computer_vision/useImageSegmentation.ts @@ -1,68 +1,18 @@ -import { useState } from 'react'; -import { _ImageSegmentationModule } from '../../native/RnExecutorchModules'; -import { ETError, getError } from '../../Error'; -import { useModule } from '../useModule'; -import { DeeplabLabel } from '../../types/image_segmentation'; +import { ResourceSource } from '../../types/common'; +import { useNonStaticModule } from '../useNonStaticModule'; +import { ImageSegmentationModule } from '../../modules/computer_vision/ImageSegmentationModule'; interface Props { - modelSource: string | number; + modelSource: ResourceSource; + preventLoad?: boolean; } export const useImageSegmentation = ({ modelSource, -}: Props): { - error: string | null; - isReady: boolean; - isGenerating: boolean; - downloadProgress: number; - forward: ( - input: string, - classesOfInterest?: DeeplabLabel[], - resize?: boolean - ) => Promise<{ [key in DeeplabLabel]?: number[] }>; -} => { - const [module, _] = useState(() => new _ImageSegmentationModule()); - const [isGenerating, setIsGenerating] = useState(false); - const { error, isReady, downloadProgress } = useModule({ - modelSource, - module, + preventLoad = false, +}: Props) => + useNonStaticModule({ + module: ImageSegmentationModule, + loadArgs: [modelSource], + preventLoad: preventLoad, }); - - const forward = async ( - input: string, - classesOfInterest?: DeeplabLabel[], - resize?: boolean - ) => { - if (!isReady) { - throw new Error(getError(ETError.ModuleNotLoaded)); - } - if (isGenerating) { - throw new Error(getError(ETError.ModelGenerating)); - } - - try { - setIsGenerating(true); - const stringDict = await module.forward( - input, - (classesOfInterest || []).map((label) => DeeplabLabel[label]), - resize || false - ); - - let enumDict: { [key in DeeplabLabel]?: number[] } = {}; - - for (const key in stringDict) { - if (key in DeeplabLabel) { - const enumKey = DeeplabLabel[key as keyof typeof DeeplabLabel]; - enumDict[enumKey] = stringDict[key]; - } - } - return enumDict; - } catch (e) { - throw new Error(getError(e)); - } finally { - setIsGenerating(false); - } - }; - - return { error, isReady, isGenerating, downloadProgress, forward }; -}; diff --git a/src/hooks/computer_vision/useObjectDetection.ts b/src/hooks/computer_vision/useObjectDetection.ts index b5082540a..3f985f8c5 100644 --- a/src/hooks/computer_vision/useObjectDetection.ts +++ b/src/hooks/computer_vision/useObjectDetection.ts @@ -1,32 +1,10 @@ -import { useState } from 'react'; -import { _ObjectDetectionModule } from '../../native/RnExecutorchModules'; +import { ResourceSource } from '../../types/common'; import { useModule } from '../useModule'; -import { Detection } from '../../types/object_detection'; +import { ObjectDetectionModule } from '../../modules/computer_vision/ObjectDetectionModule'; interface Props { - modelSource: string | number; + modelSource: ResourceSource; } -export const useObjectDetection = ({ - modelSource, -}: Props): { - error: string | null; - isReady: boolean; - isGenerating: boolean; - downloadProgress: number; - forward: (input: string) => Promise; -} => { - const [module, _] = useState(() => new _ObjectDetectionModule()); - const { - error, - isReady, - isGenerating, - downloadProgress, - forwardImage: forward, - } = useModule({ - modelSource, - module, - }); - - return { error, isReady, isGenerating, downloadProgress, forward }; -}; +export const useObjectDetection = ({ modelSource }: Props) => + useModule({ module: ObjectDetectionModule, loadArgs: [modelSource] }); diff --git a/src/hooks/computer_vision/useStyleTransfer.ts b/src/hooks/computer_vision/useStyleTransfer.ts index b7dcbaca0..07a68f4a9 100644 --- a/src/hooks/computer_vision/useStyleTransfer.ts +++ b/src/hooks/computer_vision/useStyleTransfer.ts @@ -1,31 +1,15 @@ -import { useState } from 'react'; -import { _StyleTransferModule } from '../../native/RnExecutorchModules'; -import { useModule } from '../useModule'; +import { ResourceSource } from '../../types/common'; +import { useNonStaticModule } from '../useNonStaticModule'; +import { StyleTransferModule } from '../../modules/computer_vision/StyleTransferModule'; interface Props { - modelSource: string | number; + modelSource: ResourceSource; + preventLoad?: boolean; } -export const useStyleTransfer = ({ - modelSource, -}: Props): { - error: string | null; - isReady: boolean; - isGenerating: boolean; - downloadProgress: number; - forward: (input: string) => Promise; -} => { - const [module, _] = useState(() => new _StyleTransferModule()); - const { - error, - isReady, - isGenerating, - downloadProgress, - forwardImage: forward, - } = useModule({ - modelSource, - module, +export const useStyleTransfer = ({ modelSource, preventLoad = false }: Props) => + useNonStaticModule({ + module: StyleTransferModule, + loadArgs: [modelSource], + preventLoad: preventLoad, }); - - return { error, isReady, isGenerating, downloadProgress, forward }; -}; diff --git a/src/hooks/general/useExecutorchModule.ts b/src/hooks/general/useExecutorchModule.ts index 6e174fbe3..147bc0cb9 100644 --- a/src/hooks/general/useExecutorchModule.ts +++ b/src/hooks/general/useExecutorchModule.ts @@ -1,58 +1,9 @@ -import { useState } from 'react'; -import { _ETModule } from '../../native/RnExecutorchModules'; +import { ExecutorchModule } from '../../modules/general/ExecutorchModule'; import { useModule } from '../useModule'; -import { ETInput } from '../../types/common'; -import { getError } from '../../Error'; interface Props { modelSource: string | number; } -export const useExecutorchModule = ({ - modelSource, -}: Props): { - error: string | null; - isReady: boolean; - isGenerating: boolean; - downloadProgress: number; - forward: ( - input: ETInput | ETInput[], - shape: number[] | number[][] - ) => Promise; - loadMethod: (methodName: string) => Promise; - loadForward: () => Promise; -} => { - const [module] = useState(() => new _ETModule()); - const { - error, - isReady, - isGenerating, - downloadProgress, - forwardETInput: forward, - } = useModule({ - modelSource, - module, - }); - - const loadMethod = async (methodName: string) => { - try { - await module.loadMethod(methodName); - } catch (e) { - throw new Error(getError(e)); - } - }; - - const loadForward = async () => { - await loadMethod('forward'); - }; - - return { - error, - isReady, - isGenerating, - downloadProgress, - forward, - loadMethod, - loadForward, - }; -}; +export const useExecutorchModule = ({ modelSource }: Props) => + useModule({ module: ExecutorchModule, loadArgs: [modelSource] }); diff --git a/src/hooks/natural_language_processing/useLLM.ts b/src/hooks/natural_language_processing/useLLM.ts index c86a78d1c..0eefd4b6b 100644 --- a/src/hooks/natural_language_processing/useLLM.ts +++ b/src/hooks/natural_language_processing/useLLM.ts @@ -1,126 +1,65 @@ -import { useCallback, useEffect, useRef, useState } from 'react'; -import { EventSubscription } from 'react-native'; -import { LLM } from '../../native/RnExecutorchModules'; -import { fetchResource } from '../../utils/fetchResource'; -import { ResourceSource, Model, MessageType } from '../../types/common'; -import { - DEFAULT_CONTEXT_WINDOW_LENGTH, - DEFAULT_MESSAGE_HISTORY, - DEFAULT_SYSTEM_PROMPT, - EOT_TOKEN, -} from '../../constants/llamaDefaults'; - -const interrupt = () => { - LLM.interrupt(); -}; +import { useEffect, useState } from 'react'; +import { ResourceSource } from '../../types/common'; +import { ChatConfig, LLMType, MessageType, ToolsConfig } from '../../types/llm'; +import { LLMController } from '../../controllers/LLMController'; +/* +Hook version of LLMController +*/ export const useLLM = ({ modelSource, tokenizerSource, - systemPrompt = DEFAULT_SYSTEM_PROMPT, - messageHistory = DEFAULT_MESSAGE_HISTORY, - contextWindowLength = DEFAULT_CONTEXT_WINDOW_LENGTH, + tokenizerConfigSource, + chatConfig, + toolsConfig, }: { modelSource: ResourceSource; tokenizerSource: ResourceSource; - systemPrompt?: string; - messageHistory?: MessageType[]; - contextWindowLength?: number; -}): Model => { - const [error, setError] = useState(null); + tokenizerConfigSource: ResourceSource; + chatConfig?: Partial; + toolsConfig?: ToolsConfig; +}): LLMType => { + const [response, setResponse] = useState(''); + const [messageHistory, setMessageHistory] = useState([]); const [isReady, setIsReady] = useState(false); const [isGenerating, setIsGenerating] = useState(false); - const [response, setResponse] = useState(''); const [downloadProgress, setDownloadProgress] = useState(0); - const tokenGeneratedListener = useRef(null); - - useEffect(() => { - const loadModel = async () => { - try { - setIsReady(false); + const [error, setError] = useState(null); - const tokenizerFileUri = await fetchResource(tokenizerSource); - const modelFileUri = await fetchResource( - modelSource, - setDownloadProgress - ); - - await LLM.loadLLM( - modelFileUri, - tokenizerFileUri, - systemPrompt, - messageHistory, - contextWindowLength - ); - - setIsReady(true); - - tokenGeneratedListener.current = LLM.onToken( - (data: string | undefined) => { - if (!data) { - return; - } - if (data !== EOT_TOKEN) { - setResponse((prevResponse) => prevResponse + data); - } else { - setIsGenerating(false); - } - } - ); - } catch (err) { - const message = (err as Error).message; - setIsReady(false); - setError(message); - } finally { - setDownloadProgress(0); - } - }; + const [model, _] = useState( + () => + new LLMController({ + responseCallback: setResponse, + messageHistoryCallback: setMessageHistory, + isReadyCallback: setIsReady, + isGeneratingCallback: setIsGenerating, + onDownloadProgressCallback: setDownloadProgress, + errorCallback: setError, + chatConfig: chatConfig, + toolsConfig: toolsConfig, + }) + ); - loadModel(); + useEffect(() => { + (async () => { + await model.load({ modelSource, tokenizerSource, tokenizerConfigSource }); + })(); return () => { - tokenGeneratedListener.current?.remove(); - tokenGeneratedListener.current = null; - LLM.deleteModule(); + model.delete(); }; - }, [ - modelSource, - tokenizerSource, - systemPrompt, - messageHistory, - contextWindowLength, - ]); - - const generate = useCallback( - async (input: string): Promise => { - if (!isReady) { - throw new Error('Model is still loading'); - } - if (error) { - throw new Error(error); - } - - try { - setResponse(''); - setIsGenerating(true); - await LLM.runInference(input); - } catch (err) { - setIsGenerating(false); - throw new Error((err as Error).message); - } - }, - [isReady, error] - ); + }, [modelSource, tokenizerSource, tokenizerConfigSource, model]); return { - generate, - error, + messageHistory, + response, isReady, isGenerating, - isModelReady: isReady, - isModelGenerating: isGenerating, - response, downloadProgress, - interrupt, + error, + runInference: (input) => model.runInference(input), + sendMessage: (message) => model.sendMessage(message), + deleteMessage: (index) => model.deleteMessage(index), + interrupt: () => model.interrupt(), }; }; diff --git a/src/hooks/natural_language_processing/useSpeechToText.ts b/src/hooks/natural_language_processing/useSpeechToText.ts index e9be6544f..536202f05 100644 --- a/src/hooks/natural_language_processing/useSpeechToText.ts +++ b/src/hooks/natural_language_processing/useSpeechToText.ts @@ -1,6 +1,7 @@ import { useEffect, useState } from 'react'; import { SpeechToTextController } from '../../controllers/SpeechToTextController'; import { ResourceSource } from '../../types/common'; +import { AvailableModels, SpeechToTextLanguage } from '../../types/stt'; interface SpeechToTextModule { isReady: boolean; @@ -10,7 +11,8 @@ interface SpeechToTextModule { configureStreaming: SpeechToTextController['configureStreaming']; error: Error | undefined; transcribe: ( - input: number[] + input: number[], + audioLanguage?: SpeechToTextLanguage ) => ReturnType; } @@ -23,7 +25,7 @@ export const useSpeechToText = ({ windowSize, streamingConfig, }: { - modelName: 'moonshine' | 'whisper'; + modelName: AvailableModels; encoderSource?: ResourceSource; decoderSource?: ResourceSource; tokenizerSource?: ResourceSource; @@ -50,7 +52,7 @@ export const useSpeechToText = ({ isReadyCallback: setIsReady, isGeneratingCallback: setIsGenerating, onErrorCallback: setError, - modelDownloadProgessCallback: setDownloadProgress, + modelDownloadProgressCallback: setDownloadProgress, overlapSeconds: overlapSeconds, windowSize: windowSize, streamingConfig: streamingConfig, @@ -76,6 +78,7 @@ export const useSpeechToText = ({ configureStreaming: model.configureStreaming, sequence, error, - transcribe: (waveform: number[]) => model.transcribe(waveform), + transcribe: (waveform: number[], audioLanguage?: SpeechToTextLanguage) => + model.transcribe(waveform, audioLanguage), }; }; diff --git a/src/hooks/natural_language_processing/useTextEmbeddings.ts b/src/hooks/natural_language_processing/useTextEmbeddings.ts new file mode 100644 index 000000000..ed134c5ef --- /dev/null +++ b/src/hooks/natural_language_processing/useTextEmbeddings.ts @@ -0,0 +1,15 @@ +import { TextEmbeddingsModule } from '../../modules/natural_language_processing/TextEmbeddingsModule'; +import { ResourceSource } from '../../types/common'; +import { useModule } from '../useModule'; + +export const useTextEmbeddings = ({ + modelSource, + tokenizerSource, +}: { + modelSource: ResourceSource; + tokenizerSource: ResourceSource; +}) => + useModule({ + module: TextEmbeddingsModule, + loadArgs: [modelSource, tokenizerSource], + }); diff --git a/src/hooks/natural_language_processing/useTokenizer.ts b/src/hooks/natural_language_processing/useTokenizer.ts new file mode 100644 index 000000000..db954e4dc --- /dev/null +++ b/src/hooks/natural_language_processing/useTokenizer.ts @@ -0,0 +1,57 @@ +import { useEffect, useState } from 'react'; +import { TokenizerModule } from '../../modules/natural_language_processing/TokenizerModule'; +import { ResourceSource } from '../../types/common'; +import { ETError, getError } from '../../Error'; + +export const useTokenizer = ({ + tokenizerSource, +}: { + tokenizerSource: ResourceSource; +}) => { + const [error, setError] = useState(null); + const [isReady, setIsReady] = useState(false); + const [isGenerating, setIsGenerating] = useState(false); + const [downloadProgress, setDownloadProgress] = useState(0); + + useEffect(() => { + const loadModule = async () => { + try { + setIsReady(false); + TokenizerModule.onDownloadProgress(setDownloadProgress); + await TokenizerModule.load(tokenizerSource); + setIsReady(true); + } catch (err) { + setError((err as Error).message); + } + }; + loadModule(); + }, [tokenizerSource]); + + const stateWrapper = Promise>(fn: T) => { + const boundFn = fn.bind(TokenizerModule); + + return async (...args: Parameters): Promise> => { + if (!isReady) throw new Error(getError(ETError.ModuleNotLoaded)); + if (isGenerating) throw new Error(getError(ETError.ModelGenerating)); + + setIsGenerating(true); + try { + return await boundFn(...args); + } finally { + setIsGenerating(false); + } + }; + }; + + return { + error, + isReady, + isGenerating, + downloadProgress, + decode: stateWrapper(TokenizerModule.decode), + encode: stateWrapper(TokenizerModule.encode), + getVocabSize: stateWrapper(TokenizerModule.getVocabSize), + idToToken: stateWrapper(TokenizerModule.idToToken), + tokenToId: stateWrapper(TokenizerModule.tokenToId), + }; +}; diff --git a/src/hooks/useModule.ts b/src/hooks/useModule.ts index a7dfba946..adb6b389e 100644 --- a/src/hooks/useModule.ts +++ b/src/hooks/useModule.ts @@ -1,124 +1,60 @@ import { useEffect, useState } from 'react'; -import { fetchResource } from '../utils/fetchResource'; import { ETError, getError } from '../Error'; -import { ETInput, Module } from '../types/common'; -import { _ETModule } from '../native/RnExecutorchModules'; -import { getTypeIdentifier } from '../types/common'; -interface Props { - modelSource: string | number; - module: Module; +interface Module { + load: (...args: any[]) => Promise; + forward: (...input: any[]) => Promise; + onDownloadProgress: (cb: (progress: number) => void) => void; } -interface _Module { - error: string | null; - isReady: boolean; - isGenerating: boolean; - downloadProgress: number; - forwardETInput: ( - input: ETInput[] | ETInput, - shape: number[][] | number[] - ) => ReturnType<_ETModule['forward']>; - forwardImage: (input: string) => Promise; -} - -export const useModule = ({ modelSource, module }: Props): _Module => { +export const useModule = < + M extends Module, + LoadArgs extends Parameters, + ForwardArgs extends Parameters, + ForwardReturn extends Awaited>, +>({ + module, + loadArgs, +}: { + module: M; + loadArgs: LoadArgs; +}) => { const [error, setError] = useState(null); const [isReady, setIsReady] = useState(false); const [isGenerating, setIsGenerating] = useState(false); const [downloadProgress, setDownloadProgress] = useState(0); useEffect(() => { - const loadModel = async () => { - if (!modelSource) return; - + const loadModule = async () => { try { setIsReady(false); - const fileUri = await fetchResource(modelSource, setDownloadProgress); - await module.loadModule(fileUri); + module.onDownloadProgress(setDownloadProgress); + await module.load(...loadArgs); setIsReady(true); - } catch (e) { - setError(getError(e)); + } catch (err) { + setError((err as Error).message); } }; + loadModule(); + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [...loadArgs]); - loadModel(); - }, [modelSource, module]); - - const forwardImage = async (input: string) => { - if (!isReady) { - throw new Error(getError(ETError.ModuleNotLoaded)); - } - if (isGenerating) { - throw new Error(getError(ETError.ModelGenerating)); - } - + const forward = async (...input: ForwardArgs): Promise => { + if (!isReady) throw new Error(getError(ETError.ModuleNotLoaded)); + if (isGenerating) throw new Error(getError(ETError.ModelGenerating)); try { setIsGenerating(true); - const output = await module.forward(input); - return output; - } catch (e) { - throw new Error(getError(e)); + return await module.forward(...input); } finally { setIsGenerating(false); } }; - const forwardETInput = async ( - input: ETInput[] | ETInput, - shape: number[][] | number[] - ) => { - if (!isReady) { - throw new Error(getError(ETError.ModuleNotLoaded)); - } - if (isGenerating) { - throw new Error(getError(ETError.ModelGenerating)); - } - - // Since the native module expects an array of inputs and an array of shapes, - // if the user provides a single ETInput, we want to "unsqueeze" the array so - // the data is properly processed on the native side - if (!Array.isArray(input)) { - input = [input]; - } - - if (!Array.isArray(shape[0])) { - shape = [shape] as number[][]; - } - - let inputTypeIdentifiers: any[] = []; - let modelInputs: any[] = []; - - for (let idx = 0; idx < input.length; idx++) { - let currentInputTypeIdentifier = getTypeIdentifier(input[idx] as ETInput); - if (currentInputTypeIdentifier === -1) { - throw new Error(getError(ETError.InvalidArgument)); - } - inputTypeIdentifiers.push(currentInputTypeIdentifier); - modelInputs.push([...(input[idx] as ETInput)]); - } - - try { - setIsGenerating(true); - const output = await module.forward( - modelInputs, - shape, - inputTypeIdentifiers - ); - setIsGenerating(false); - return output; - } catch (e) { - setIsGenerating(false); - throw new Error(getError(e)); - } - }; - return { error, isReady, isGenerating, downloadProgress, - forwardETInput, - forwardImage, + forward, }; }; diff --git a/src/hooks/useNonStaticModule.ts b/src/hooks/useNonStaticModule.ts new file mode 100644 index 000000000..c02da00c7 --- /dev/null +++ b/src/hooks/useNonStaticModule.ts @@ -0,0 +1,68 @@ +import { useEffect, useState, useMemo } from 'react'; +import { ETError, getError } from '../Error'; + +interface Module { + load: (...args: any[]) => Promise; + forward: (...args: any[]) => Promise; +} + +interface ModuleConstructor { + new (): M; +} + +export const useNonStaticModule = < + M extends Module, + LoadArgs extends Parameters, + ForwardArgs extends any[], + ForwardReturn, +>({ + module, + loadArgs, + preventLoad = false, +}: { + module: ModuleConstructor; + loadArgs: LoadArgs; + preventLoad?: boolean; +}) => { + const [error, setError] = useState(null); + const [isReady, setIsReady] = useState(false); + const [isGenerating, setIsGenerating] = useState(false); + const [downloadProgress, setDownloadProgress] = useState(0); + const model = useMemo(() => new module(), [module]); + + useEffect(() => { + if (!preventLoad) { + (async () => { + setDownloadProgress(0); + setError(null); + try { + setIsReady(false); + await model.load(...loadArgs, setDownloadProgress); + setIsReady(true); + } catch (err) { + setError((err as Error).message); + } + })(); + } + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [...loadArgs, preventLoad]); + + const forward = async (...input: ForwardArgs): Promise => { + if (!isReady) throw new Error(getError(ETError.ModuleNotLoaded)); + if (isGenerating) throw new Error(getError(ETError.ModelGenerating)); + try { + setIsGenerating(true); + return await model.forward(...input); + } finally { + setIsGenerating(false); + } + }; + + return { + error, + isReady, + isGenerating, + downloadProgress, + forward, + }; +}; diff --git a/src/index.tsx b/src/index.tsx index c4ae2f550..83de6503b 100644 --- a/src/index.tsx +++ b/src/index.tsx @@ -1,3 +1,24 @@ +import { SpeechToTextLanguage } from './types/stt'; + +import { ETInstallerNativeModule } from './native/RnExecutorchModules'; + +// eslint-disable no-var +declare global { + var loadStyleTransfer: (source: string) => Promise; + var loadImageSegmentation: (source: string) => Promise; +} +// eslint-disable no-var + +if (global.loadStyleTransfer == null) { + if (!ETInstallerNativeModule) { + throw new Error( + `Failed to install react-native-executorch: The native module could not be found.` + ); + } + + ETInstallerNativeModule.install(); +} + // hooks export * from './hooks/computer_vision/useClassification'; export * from './hooks/computer_vision/useObjectDetection'; @@ -8,6 +29,8 @@ export * from './hooks/computer_vision/useVerticalOCR'; export * from './hooks/natural_language_processing/useLLM'; export * from './hooks/natural_language_processing/useSpeechToText'; +export * from './hooks/natural_language_processing/useTextEmbeddings'; +export * from './hooks/natural_language_processing/useTokenizer'; export * from './hooks/general/useExecutorchModule'; @@ -21,6 +44,8 @@ export * from './modules/computer_vision/VerticalOCRModule'; export * from './modules/natural_language_processing/LLMModule'; export * from './modules/natural_language_processing/SpeechToTextModule'; +export * from './modules/natural_language_processing/TextEmbeddingsModule'; +export * from './modules/natural_language_processing/TokenizerModule'; export * from './modules/general/ExecutorchModule'; @@ -31,6 +56,9 @@ export * from './utils/listDownloadedResources'; export * from './types/object_detection'; export * from './types/ocr'; export * from './types/image_segmentation'; +export * from './types/llm'; +export { SpeechToTextLanguage }; // constants export * from './constants/modelUrls'; +export * from './constants/ocr/models'; diff --git a/src/modules/BaseModule.ts b/src/modules/BaseModule.ts index 56cf2e3d8..0061c57e3 100644 --- a/src/modules/BaseModule.ts +++ b/src/modules/BaseModule.ts @@ -1,40 +1,28 @@ -import { - _ImageSegmentationModule, - _StyleTransferModule, - _ObjectDetectionModule, - _ClassificationModule, - _ETModule, -} from '../native/RnExecutorchModules'; -import { fetchResource } from '../utils/fetchResource'; -import { ResourceSource } from '../types/common'; +import { ResourceFetcher } from '../utils/ResourceFetcher'; import { getError } from '../Error'; +import { ResourceSource } from '../types/common'; export class BaseModule { - static module: - | _ImageSegmentationModule - | _StyleTransferModule - | _ObjectDetectionModule - | _ClassificationModule - | _ETModule; - - static onDownloadProgressCallback = (_downloadProgress: number) => {}; - - static async load(modelSource: ResourceSource) { - if (!modelSource) return; + protected static nativeModule: any; + static onDownloadProgressCallback: (downloadProgress: number) => void = + () => {}; + static async load(...sources: ResourceSource[]): Promise { try { - const fileUri = await fetchResource( - modelSource, - this.onDownloadProgressCallback + const paths = await ResourceFetcher.fetchMultipleResources( + this.onDownloadProgressCallback, + ...sources ); - await this.module.loadModule(fileUri); - } catch (e) { - throw new Error(getError(e)); + await this.nativeModule.loadModule(...paths); + } catch (error) { + throw new Error(getError(error)); } } - static async forward(..._: any[]): Promise { - throw new Error('The forward method is not implemented.'); + protected static async forward(..._args: any[]): Promise { + throw new Error( + 'forward method is not implemented in the BaseModule class. Please implement it in the derived class.' + ); } static onDownloadProgress(callback: (downloadProgress: number) => void) { diff --git a/src/modules/computer_vision/BaseCVModule.ts b/src/modules/computer_vision/BaseCVModule.ts deleted file mode 100644 index c61987d33..000000000 --- a/src/modules/computer_vision/BaseCVModule.ts +++ /dev/null @@ -1,22 +0,0 @@ -import { BaseModule } from '../BaseModule'; -import { - _StyleTransferModule, - _ObjectDetectionModule, - _ClassificationModule, -} from '../../native/RnExecutorchModules'; -import { getError } from '../../Error'; - -export class BaseCVModule extends BaseModule { - static module: - | _StyleTransferModule - | _ObjectDetectionModule - | _ClassificationModule; - - static async forward(input: string) { - try { - return await this.module.forward(input); - } catch (e) { - throw new Error(getError(e)); - } - } -} diff --git a/src/modules/computer_vision/ClassificationModule.ts b/src/modules/computer_vision/ClassificationModule.ts index 2c6392cb5..206cd2b00 100644 --- a/src/modules/computer_vision/ClassificationModule.ts +++ b/src/modules/computer_vision/ClassificationModule.ts @@ -1,12 +1,17 @@ -import { BaseCVModule } from './BaseCVModule'; -import { _ClassificationModule } from '../../native/RnExecutorchModules'; +import { ClassificationNativeModule } from '../../native/RnExecutorchModules'; +import { ResourceSource } from '../../types/common'; +import { BaseModule } from '../BaseModule'; -export class ClassificationModule extends BaseCVModule { - static module = new _ClassificationModule(); +export class ClassificationModule extends BaseModule { + protected static override nativeModule = ClassificationNativeModule; - static async forward(input: string) { - return await (super.forward(input) as ReturnType< - _ClassificationModule['forward'] - >); + static override async load(modelSource: ResourceSource) { + await super.load(modelSource); + } + + static override async forward( + input: string + ): ReturnType { + return await this.nativeModule.forward(input); } } diff --git a/src/modules/computer_vision/ImageSegmentationModule.ts b/src/modules/computer_vision/ImageSegmentationModule.ts index 006e23f0a..2cdbf3ef6 100644 --- a/src/modules/computer_vision/ImageSegmentationModule.ts +++ b/src/modules/computer_vision/ImageSegmentationModule.ts @@ -1,34 +1,45 @@ -import { BaseModule } from '../BaseModule'; -import { _ImageSegmentationModule } from '../../native/RnExecutorchModules'; -import { getError } from '../../Error'; +import { ResourceFetcher } from '../../utils/ResourceFetcher'; +import { ResourceSource } from '../../types/common'; import { DeeplabLabel } from '../../types/image_segmentation'; +import { ETError, getError } from '../../Error'; -export class ImageSegmentationModule extends BaseModule { - static module = new _ImageSegmentationModule(); +export class ImageSegmentationModule { + nativeModule: any = null; - static async forward( - input: string, + async load( + modelSource: ResourceSource, + onDownloadProgressCallback: (_: number) => void = () => {} + ): Promise { + const paths = await ResourceFetcher.fetchMultipleResources( + onDownloadProgressCallback, + modelSource + ); + this.nativeModule = global.loadImageSegmentation(paths[0] || ''); + } + + async forward( + imageSource: string, classesOfInterest?: DeeplabLabel[], resize?: boolean ) { - try { - const stringDict = await (this.module.forward( - input, - (classesOfInterest || []).map((label) => DeeplabLabel[label]), - resize || false - ) as ReturnType<_ImageSegmentationModule['forward']>); + if (this.nativeModule == null) { + throw new Error(getError(ETError.ModuleNotLoaded)); + } + + const stringDict = await this.nativeModule.forward( + imageSource, + (classesOfInterest || []).map((label) => DeeplabLabel[label]), + resize || false + ); - let enumDict: { [key in DeeplabLabel]?: number[] } = {}; + let enumDict: { [key in DeeplabLabel]?: number[] } = {}; - for (const key in stringDict) { - if (key in DeeplabLabel) { - const enumKey = DeeplabLabel[key as keyof typeof DeeplabLabel]; - enumDict[enumKey] = stringDict[key]; - } + for (const key in stringDict) { + if (key in DeeplabLabel) { + const enumKey = DeeplabLabel[key as keyof typeof DeeplabLabel]; + enumDict[enumKey] = stringDict[key]; } - return enumDict; - } catch (e) { - throw new Error(getError(e)); } + return enumDict; } } diff --git a/src/modules/computer_vision/ObjectDetectionModule.ts b/src/modules/computer_vision/ObjectDetectionModule.ts index c50ce0261..2383368c0 100644 --- a/src/modules/computer_vision/ObjectDetectionModule.ts +++ b/src/modules/computer_vision/ObjectDetectionModule.ts @@ -1,12 +1,17 @@ -import { BaseCVModule } from './BaseCVModule'; -import { _ObjectDetectionModule } from '../../native/RnExecutorchModules'; +import { ObjectDetectionNativeModule } from '../../native/RnExecutorchModules'; +import { ResourceSource } from '../../types/common'; +import { BaseModule } from '../BaseModule'; -export class ObjectDetectionModule extends BaseCVModule { - static module = new _ObjectDetectionModule(); +export class ObjectDetectionModule extends BaseModule { + protected static override nativeModule = ObjectDetectionNativeModule; - static async forward(input: string) { - return await (super.forward(input) as ReturnType< - _ObjectDetectionModule['forward'] - >); + static override async load(modelSource: ResourceSource) { + return await super.load(modelSource); + } + + static override async forward( + input: string + ): ReturnType { + return await this.nativeModule.forward(input); } } diff --git a/src/modules/computer_vision/StyleTransferModule.ts b/src/modules/computer_vision/StyleTransferModule.ts index 830a8c511..b8208231a 100644 --- a/src/modules/computer_vision/StyleTransferModule.ts +++ b/src/modules/computer_vision/StyleTransferModule.ts @@ -1,12 +1,24 @@ -import { BaseCVModule } from './BaseCVModule'; -import { _StyleTransferModule } from '../../native/RnExecutorchModules'; +import { ResourceFetcher } from '../../utils/ResourceFetcher'; +import { ResourceSource } from '../../types/common'; +import { ETError, getError } from '../../Error'; -export class StyleTransferModule extends BaseCVModule { - static module = new _StyleTransferModule(); +export class StyleTransferModule { + nativeModule: any = null; - static async forward(input: string) { - return await (super.forward(input) as ReturnType< - _StyleTransferModule['forward'] - >); + async load( + modelSource: ResourceSource, + onDownloadProgressCallback: (_: number) => void = () => {} + ): Promise { + const paths = await ResourceFetcher.fetchMultipleResources( + onDownloadProgressCallback, + modelSource + ); + this.nativeModule = global.loadStyleTransfer(paths[0] || ''); + } + + async forward(imageSource: string) { + if (this.nativeModule == null) + throw new Error(getError(ETError.ModuleNotLoaded)); + return await this.nativeModule.forward(imageSource); } } diff --git a/src/modules/general/ExecutorchModule.ts b/src/modules/general/ExecutorchModule.ts index 34e91b6f3..c356c17be 100644 --- a/src/modules/general/ExecutorchModule.ts +++ b/src/modules/general/ExecutorchModule.ts @@ -1,13 +1,18 @@ -import { BaseModule } from '../BaseModule'; import { ETError, getError } from '../../Error'; -import { _ETModule } from '../../native/RnExecutorchModules'; +import { ETModuleNativeModule } from '../../native/RnExecutorchModules'; +import { ResourceSource } from '../../types/common'; import { ETInput } from '../../types/common'; import { getTypeIdentifier } from '../../types/common'; +import { BaseModule } from '../BaseModule'; export class ExecutorchModule extends BaseModule { - static module = new _ETModule(); + protected static override nativeModule = ETModuleNativeModule; + + static override async load(modelSource: ResourceSource) { + return await super.load(modelSource); + } - static async forward(input: ETInput[] | ETInput, shape: number[][]) { + static override async forward(input: ETInput[] | ETInput, shape: number[][]) { if (!Array.isArray(input)) { input = [input]; } @@ -25,7 +30,7 @@ export class ExecutorchModule extends BaseModule { } try { - return await this.module.forward( + return await this.nativeModule.forward( modelInputs, shape, inputTypeIdentifiers @@ -37,7 +42,7 @@ export class ExecutorchModule extends BaseModule { static async loadMethod(methodName: string) { try { - await this.module.loadMethod(methodName); + await this.nativeModule.loadMethod(methodName); } catch (e) { throw new Error(getError(e)); } diff --git a/src/modules/natural_language_processing/LLMModule.ts b/src/modules/natural_language_processing/LLMModule.ts index c9994e4ba..36078ef49 100644 --- a/src/modules/natural_language_processing/LLMModule.ts +++ b/src/modules/natural_language_processing/LLMModule.ts @@ -1,62 +1,58 @@ -import { LLM } from '../../native/RnExecutorchModules'; -import { fetchResource } from '../../utils/fetchResource'; -import { - DEFAULT_CONTEXT_WINDOW_LENGTH, - DEFAULT_MESSAGE_HISTORY, - DEFAULT_SYSTEM_PROMPT, -} from '../../constants/llamaDefaults'; +import { LLMController } from '../../controllers/LLMController'; import { ResourceSource } from '../../types/common'; +import { ChatConfig, MessageType, ToolsConfig } from '../../types/llm'; export class LLMModule { - static onDownloadProgressCallback = (_downloadProgress: number) => {}; - - static async load( - modelSource: ResourceSource, - tokenizerSource: ResourceSource, - systemPrompt = DEFAULT_SYSTEM_PROMPT, - messageHistory = DEFAULT_MESSAGE_HISTORY, - contextWindowLength = DEFAULT_CONTEXT_WINDOW_LENGTH - ) { - try { - const tokenizerFileUri = await fetchResource(tokenizerSource); - const modelFileUri = await fetchResource( - modelSource, - this.onDownloadProgressCallback - ); - - await LLM.loadLLM( - modelFileUri, - tokenizerFileUri, - systemPrompt, - messageHistory, - contextWindowLength - ); - } catch (err) { - throw new Error((err as Error).message); - } - } - - static async generate(input: string) { - try { - await LLM.runInference(input); - } catch (err) { - throw new Error((err as Error).message); - } + static controller: LLMController; + + static async load({ + modelSource, + tokenizerSource, + tokenizerConfigSource, + chatConfig, + toolsConfig, + onDownloadProgressCallback, + responseCallback, + messageHistoryCallback, + }: { + modelSource: ResourceSource; + tokenizerSource: ResourceSource; + tokenizerConfigSource: ResourceSource; + chatConfig?: Partial; + toolsConfig?: ToolsConfig; + onDownloadProgressCallback?: (_downloadProgress: number) => void; + responseCallback?: (response: string) => void; + messageHistoryCallback?: (messageHistory: MessageType[]) => void; + }) { + this.controller = new LLMController({ + responseCallback: responseCallback, + messageHistoryCallback: messageHistoryCallback, + onDownloadProgressCallback: onDownloadProgressCallback, + chatConfig, + toolsConfig, + }); + await this.controller.load({ + modelSource, + tokenizerSource, + tokenizerConfigSource, + }); } - static onDownloadProgress(callback: (downloadProgress: number) => void) { - this.onDownloadProgressCallback = callback; + static async runInference(input: string): Promise { + await this.controller.runInference(input); + return this.controller.response; } - static onToken(callback: (data: string | undefined) => void) { - return LLM.onToken(callback); + static async sendMessage(message: string): Promise { + await this.controller.sendMessage(message); + return this.controller.messageHistory; } static interrupt() { - LLM.interrupt(); + this.controller.interrupt(); } static delete() { - LLM.deleteModule(); + this.controller.delete(); } } diff --git a/src/modules/natural_language_processing/SpeechToTextModule.ts b/src/modules/natural_language_processing/SpeechToTextModule.ts index b81123927..8bad71cc3 100644 --- a/src/modules/natural_language_processing/SpeechToTextModule.ts +++ b/src/modules/natural_language_processing/SpeechToTextModule.ts @@ -1,5 +1,6 @@ import { ResourceSource } from '../../types/common'; import { SpeechToTextController } from '../../controllers/SpeechToTextController'; +import { AvailableModels, SpeechToTextLanguage } from '../../types/stt'; export class SpeechToText { static module: SpeechToTextController; @@ -7,9 +8,9 @@ export class SpeechToText { static onDownloadProgressCallback = (_downloadProgress: number) => {}; static async load( - modelName: 'moonshine' | 'whisper', + modelName: AvailableModels, transcribeCallback: (sequence: string) => void, - modelDownloadProgessCallback?: (downloadProgress: number) => void, + modelDownloadProgressCallback?: (downloadProgress: number) => void, encoderSource?: ResourceSource, decoderSource?: ResourceSource, tokenizerSource?: ResourceSource, @@ -25,7 +26,7 @@ export class SpeechToText { ) { this.module = new SpeechToTextController({ transcribeCallback: transcribeCallback, - modelDownloadProgessCallback: modelDownloadProgessCallback, + modelDownloadProgressCallback: modelDownloadProgressCallback, overlapSeconds: overlapSeconds, windowSize: windowSize, streamingConfig: streamingConfig, @@ -50,17 +51,18 @@ export class SpeechToText { ); } - static async transcribe( - waveform: number[] - ): ReturnType { - return await this.module.transcribe(waveform); - } - static async encode(waveform: number[]) { return await this.module.encode(waveform); } - static async decode(seq: number[], encodings?: number[]) { + static async decode(seq: number[], encodings: number[]) { return await this.module.decode(seq, encodings); } + + static async transcribe( + waveform: number[], + audioLanguage?: SpeechToTextLanguage + ): ReturnType { + return await this.module.transcribe(waveform, audioLanguage); + } } diff --git a/src/modules/natural_language_processing/TextEmbeddingsModule.ts b/src/modules/natural_language_processing/TextEmbeddingsModule.ts new file mode 100644 index 000000000..45f41cd8e --- /dev/null +++ b/src/modules/natural_language_processing/TextEmbeddingsModule.ts @@ -0,0 +1,18 @@ +import { TextEmbeddingsNativeModule } from '../../native/RnExecutorchModules'; +import { ResourceSource } from '../../types/common'; +import { BaseModule } from '../BaseModule'; + +export class TextEmbeddingsModule extends BaseModule { + protected static override nativeModule = TextEmbeddingsNativeModule; + + static override async load( + modelSource: ResourceSource, + tokenizerSource: ResourceSource + ) { + await super.load(modelSource, tokenizerSource); + } + + static override async forward(input: string): Promise { + return this.nativeModule.forward(input); + } +} diff --git a/src/modules/natural_language_processing/TokenizerModule.ts b/src/modules/natural_language_processing/TokenizerModule.ts new file mode 100644 index 000000000..8cf5862ce --- /dev/null +++ b/src/modules/natural_language_processing/TokenizerModule.ts @@ -0,0 +1,34 @@ +import { TokenizerNativeModule } from '../../native/RnExecutorchModules'; +import { ResourceSource } from '../../types/common'; +import { BaseModule } from '../BaseModule'; + +export class TokenizerModule extends BaseModule { + protected static override nativeModule = TokenizerNativeModule; + + static override async load(tokenizerSource: ResourceSource) { + await super.load(tokenizerSource); + } + + static async decode( + input: number[], + skipSpecialTokens: boolean + ): Promise { + return await this.nativeModule.decode(input, skipSpecialTokens); + } + + static async encode(input: string): Promise { + return await this.nativeModule.encode(input); + } + + static async getVocabSize(): Promise { + return await this.nativeModule.getVocabSize(); + } + + static async idToToken(tokenId: number): Promise { + return await this.nativeModule.idToToken(tokenId); + } + + static async tokenToId(token: string): Promise { + return await this.nativeModule.tokenToId(token); + } +} diff --git a/src/native/NativeClassification.ts b/src/native/NativeClassification.ts index 9aad6ded9..7b7fcd67b 100644 --- a/src/native/NativeClassification.ts +++ b/src/native/NativeClassification.ts @@ -3,7 +3,6 @@ import { TurboModuleRegistry } from 'react-native'; export interface Spec extends TurboModule { loadModule(modelSource: string): Promise; - forward(input: string): Promise<{ [category: string]: number }>; } diff --git a/src/native/NativeETInstaller.ts b/src/native/NativeETInstaller.ts new file mode 100644 index 000000000..a163524d7 --- /dev/null +++ b/src/native/NativeETInstaller.ts @@ -0,0 +1,8 @@ +import type { TurboModule } from 'react-native'; +import { TurboModuleRegistry } from 'react-native'; + +export interface Spec extends TurboModule { + install(): boolean; +} + +export default TurboModuleRegistry.get('ETInstaller'); diff --git a/src/native/NativeImageSegmentation.ts b/src/native/NativeImageSegmentation.ts deleted file mode 100644 index c66c87436..000000000 --- a/src/native/NativeImageSegmentation.ts +++ /dev/null @@ -1,14 +0,0 @@ -import type { TurboModule } from 'react-native'; -import { TurboModuleRegistry } from 'react-native'; - -export interface Spec extends TurboModule { - loadModule(modelSource: string): Promise; - - forward( - input: string, - classesOfInterest: string[], - resize: boolean - ): Promise<{ [category: string]: number[] }>; -} - -export default TurboModuleRegistry.get('ImageSegmentation'); diff --git a/src/native/NativeLLM.ts b/src/native/NativeLLM.ts index edd9e5948..44db1af98 100644 --- a/src/native/NativeLLM.ts +++ b/src/native/NativeLLM.ts @@ -1,19 +1,12 @@ import type { TurboModule } from 'react-native'; import { TurboModuleRegistry } from 'react-native'; import type { EventEmitter } from 'react-native/Libraries/Types/CodegenTypes'; -import { MessageType } from '../types/common'; export interface Spec extends TurboModule { - loadLLM( - modelSource: string, - tokenizerSource: string, - systemPrompt: string, - messageHistory: MessageType[], - contextWindowLength: number - ): Promise; + loadLLM(modelSource: string, tokenizerSource: string): Promise; runInference(input: string): Promise; interrupt(): void; - deleteModule(): void; + releaseResources(): void; readonly onToken: EventEmitter; } diff --git a/src/native/NativeSpeechToText.ts b/src/native/NativeSpeechToText.ts index 83999bf3e..b140eac3e 100644 --- a/src/native/NativeSpeechToText.ts +++ b/src/native/NativeSpeechToText.ts @@ -8,8 +8,8 @@ export interface Spec extends TurboModule { modelSources: (string | number)[] ): Promise; generate(waveform: number[]): Promise; - encode(input: number[][]): Promise; - decode(prevTokens: number[], encoderOutput: number[]): Promise; + encode(input: number[]): Promise; + decode(prevTokens: number[], encoderOutput: number[]): Promise; readonly onToken: EventEmitter; } diff --git a/src/native/NativeStyleTransfer.ts b/src/native/NativeStyleTransfer.ts deleted file mode 100644 index 72e3cc03e..000000000 --- a/src/native/NativeStyleTransfer.ts +++ /dev/null @@ -1,10 +0,0 @@ -import type { TurboModule } from 'react-native'; -import { TurboModuleRegistry } from 'react-native'; - -export interface Spec extends TurboModule { - loadModule(modelSource: string): Promise; - - forward(input: string): Promise; -} - -export default TurboModuleRegistry.get('StyleTransfer'); diff --git a/src/native/NativeTextEmbeddings.ts b/src/native/NativeTextEmbeddings.ts new file mode 100644 index 000000000..011bf8f3d --- /dev/null +++ b/src/native/NativeTextEmbeddings.ts @@ -0,0 +1,9 @@ +import type { TurboModule } from 'react-native'; +import { TurboModuleRegistry } from 'react-native'; + +export interface Spec extends TurboModule { + loadModule(modelSource: string, tokenizerSource: string): Promise; + forward(input: string): Promise; +} + +export default TurboModuleRegistry.get('TextEmbeddings'); diff --git a/src/native/NativeTokenizer.ts b/src/native/NativeTokenizer.ts new file mode 100644 index 000000000..da715e4cd --- /dev/null +++ b/src/native/NativeTokenizer.ts @@ -0,0 +1,13 @@ +import type { TurboModule } from 'react-native'; +import { TurboModuleRegistry } from 'react-native'; + +export interface Spec extends TurboModule { + loadModule(tokenizerSource: string): Promise; + decode(input: number[], skipSpecialTokens: boolean): Promise; + encode(input: string): Promise; + getVocabSize(): Promise; + idToToken(tokenId: number): Promise; + tokenToId(token: string): Promise; +} + +export default TurboModuleRegistry.get('Tokenizer'); diff --git a/src/native/RnExecutorchModules.ts b/src/native/RnExecutorchModules.ts index e16e7d8dd..2b9b245e5 100644 --- a/src/native/RnExecutorchModules.ts +++ b/src/native/RnExecutorchModules.ts @@ -1,11 +1,14 @@ import { Platform } from 'react-native'; -import { Spec as ClassificationInterface } from './NativeClassification'; import { Spec as ObjectDetectionInterface } from './NativeObjectDetection'; -import { Spec as StyleTransferInterface } from './NativeStyleTransfer'; -import { Spec as ImageSegmentationInterface } from './NativeImageSegmentation'; import { Spec as ETModuleInterface } from './NativeETModule'; import { Spec as OCRInterface } from './NativeOCR'; import { Spec as VerticalOCRInterface } from './NativeVerticalOCR'; +import { Spec as SpeechToTextInterface } from './NativeSpeechToText'; +import { Spec as TextEmbeddingsInterface } from './NativeTextEmbeddings'; +import { Spec as LLMInterface } from './NativeLLM'; +import { Spec as ClassificationInterface } from './NativeClassification'; +import { Spec as TokenizerInterface } from './NativeTokenizer'; +import { Spec as ETInstallerInterface } from './NativeETInstaller'; const LINKING_ERROR = `The package 'react-native-executorch' doesn't seem to be linked. Make sure: \n\n` + @@ -13,271 +16,53 @@ const LINKING_ERROR = '- You rebuilt the app after installing the package\n' + '- You are not using Expo Go\n'; -const LLMSpec = require('./NativeLLM').default; - -const LLM = LLMSpec - ? LLMSpec - : new Proxy( - {}, - { - get() { - throw new Error(LINKING_ERROR); - }, - } - ); - -const ETModuleSpec = require('./NativeETModule').default; - -const ETModule = ETModuleSpec - ? ETModuleSpec - : new Proxy( - {}, - { - get() { - throw new Error(LINKING_ERROR); - }, - } - ); - -const ClassificationSpec = require('./NativeClassification').default; - -const Classification = ClassificationSpec - ? ClassificationSpec - : new Proxy( - {}, - { - get() { - throw new Error(LINKING_ERROR); - }, - } - ); - -const ImageSegmentationSpec = require('./NativeImageSegmentation').default; - -const ImageSegmentation = ImageSegmentationSpec - ? ImageSegmentationSpec - : new Proxy( - {}, - { - get() { - throw new Error(LINKING_ERROR); - }, - } - ); - -const ObjectDetectionSpec = require('./NativeObjectDetection').default; - -const ObjectDetection = ObjectDetectionSpec - ? ObjectDetectionSpec - : new Proxy( - {}, - { - get() { - throw new Error(LINKING_ERROR); - }, - } - ); - -const StyleTransferSpec = require('./NativeStyleTransfer').default; - -const StyleTransfer = StyleTransferSpec - ? StyleTransferSpec - : new Proxy( - {}, - { - get() { - throw new Error(LINKING_ERROR); - }, - } - ); - -const SpeechToTextSpec = require('./NativeSpeechToText').default; - -const SpeechToText = SpeechToTextSpec - ? SpeechToTextSpec - : new Proxy( - {}, - { - get() { - throw new Error(LINKING_ERROR); - }, - } - ); - -const OCRSpec = require('./NativeOCR').default; - -const OCR = OCRSpec - ? OCRSpec - : new Proxy( - {}, - { - get() { - throw new Error(LINKING_ERROR); - }, - } - ); - -const VerticalOCRSpec = require('./NativeVerticalOCR').default; - -const VerticalOCR = VerticalOCRSpec - ? VerticalOCRSpec - : new Proxy( - {}, - { - get() { - throw new Error(LINKING_ERROR); - }, - } - ); - -class _ImageSegmentationModule { - async forward( - input: string, - classesOfInteres: string[], - resize: boolean - ): ReturnType { - return await ImageSegmentation.forward(input, classesOfInteres, resize); - } - async loadModule( - modelSource: string | number - ): ReturnType { - return await ImageSegmentation.loadModule(modelSource); - } -} - -class _ObjectDetectionModule { - async forward( - input: string - ): ReturnType { - return await ObjectDetection.forward(input); - } - async loadModule( - modelSource: string | number - ): ReturnType { - return await ObjectDetection.loadModule(modelSource); - } -} - -class _StyleTransferModule { - async forward(input: string): ReturnType { - return await StyleTransfer.forward(input); - } - async loadModule( - modelSource: string | number - ): ReturnType { - return await StyleTransfer.loadModule(modelSource); - } -} - -class _SpeechToTextModule { - async generate(waveform: number[][]): Promise { - return await SpeechToText.generate(waveform); - } - - async loadModule(modelName: String, modelSources: (string | number)[]) { - return await SpeechToText.loadModule(modelName, modelSources); - } - - async encode(input: number[]) { - return await SpeechToText.encode(input); - } - - async decode(prevTokens: number[], encoderOutput?: number[]) { - return await SpeechToText.decode(prevTokens, encoderOutput || []); - } +function returnSpecOrThrowLinkingError(spec: any) { + return spec + ? spec + : new Proxy( + {}, + { + get() { + throw new Error(LINKING_ERROR); + }, + } + ); } -class _ClassificationModule { - async forward(input: string): ReturnType { - return await Classification.forward(input); - } - async loadModule( - modelSource: string | number - ): ReturnType { - return await Classification.loadModule(modelSource); - } -} - -class _OCRModule { - async forward(input: string): ReturnType { - return await OCR.forward(input); - } - - async loadModule( - detectorSource: string, - recognizerSourceLarge: string, - recognizerSourceMedium: string, - recognizerSourceSmall: string, - symbols: string - ) { - return await OCR.loadModule( - detectorSource, - recognizerSourceLarge, - recognizerSourceMedium, - recognizerSourceSmall, - symbols - ); - } -} - -class _VerticalOCRModule { - async forward(input: string): ReturnType { - return await VerticalOCR.forward(input); - } - - async loadModule( - detectorLargeSource: string, - detectorMediumSource: string, - recognizerSource: string, - symbols: string, - independentCharacters: boolean - ): ReturnType { - return await VerticalOCR.loadModule( - detectorLargeSource, - detectorMediumSource, - recognizerSource, - symbols, - independentCharacters - ); - } -} - -class _ETModule { - async forward( - inputs: number[][], - shapes: number[][], - inputTypes: number[] - ): ReturnType { - return await ETModule.forward(inputs, shapes, inputTypes); - } - async loadModule( - modelSource: string - ): ReturnType { - return await ETModule.loadModule(modelSource); - } - async loadMethod( - methodName: string - ): ReturnType { - return await ETModule.loadMethod(methodName); - } -} +const LLMNativeModule: LLMInterface = returnSpecOrThrowLinkingError( + require('./NativeLLM').default +); +const ETModuleNativeModule: ETModuleInterface = returnSpecOrThrowLinkingError( + require('./NativeETModule').default +); +const ClassificationNativeModule: ClassificationInterface = + returnSpecOrThrowLinkingError(require('./NativeClassification').default); +const ObjectDetectionNativeModule: ObjectDetectionInterface = + returnSpecOrThrowLinkingError(require('./NativeObjectDetection').default); +const SpeechToTextNativeModule: SpeechToTextInterface = + returnSpecOrThrowLinkingError(require('./NativeSpeechToText').default); +const OCRNativeModule: OCRInterface = returnSpecOrThrowLinkingError( + require('./NativeOCR').default +); +const VerticalOCRNativeModule: VerticalOCRInterface = + returnSpecOrThrowLinkingError(require('./NativeVerticalOCR').default); +const TokenizerNativeModule: TokenizerInterface = returnSpecOrThrowLinkingError( + require('./NativeTokenizer').default +); +const TextEmbeddingsNativeModule: TextEmbeddingsInterface = + returnSpecOrThrowLinkingError(require('./NativeTextEmbeddings').default); +const ETInstallerNativeModule: ETInstallerInterface = + returnSpecOrThrowLinkingError(require('./NativeETInstaller').default); export { - LLM, - ETModule, - Classification, - ObjectDetection, - StyleTransfer, - ImageSegmentation, - SpeechToText, - OCR, - VerticalOCR, - _ETModule, - _ClassificationModule, - _StyleTransferModule, - _ImageSegmentationModule, - _ObjectDetectionModule, - _SpeechToTextModule, - _OCRModule, - _VerticalOCRModule, + LLMNativeModule, + ETModuleNativeModule, + ClassificationNativeModule, + ObjectDetectionNativeModule, + SpeechToTextNativeModule, + OCRNativeModule, + VerticalOCRNativeModule, + TextEmbeddingsNativeModule, + TokenizerNativeModule, + ETInstallerNativeModule, }; diff --git a/src/types/common.ts b/src/types/common.ts index b98be6159..688ac3869 100644 --- a/src/types/common.ts +++ b/src/types/common.ts @@ -1,11 +1,3 @@ -import { - _ClassificationModule, - _StyleTransferModule, - _ObjectDetectionModule, - ETModule, - _ETModule, -} from '../native/RnExecutorchModules'; - export const getTypeIdentifier = (input: ETInput): number => { if (input instanceof Int8Array) return 1; if (input instanceof Int32Array) return 3; @@ -15,19 +7,7 @@ export const getTypeIdentifier = (input: ETInput): number => { return -1; }; -export type ResourceSource = string | number; - -export interface Model { - generate: (input: string) => Promise; - response: string; - downloadProgress: number; - error: string | null; - isModelGenerating: boolean; - isGenerating: boolean; - isModelReady: boolean; - isReady: boolean; - interrupt: () => void; -} +export type ResourceSource = string | number | object; export type ETInput = | Int8Array @@ -35,26 +15,3 @@ export type ETInput = | BigInt64Array | Float32Array | Float64Array; - -export interface ExecutorchModule { - error: string | null; - isReady: boolean; - isGenerating: boolean; - forward: ( - inputs: ETInput[] | ETInput, - shapes: number[][] - ) => ReturnType<_ETModule['forward']>; - loadMethod: (methodName: string) => Promise; - loadForward: () => Promise; -} - -export type Module = - | _ClassificationModule - | _StyleTransferModule - | _ObjectDetectionModule - | typeof ETModule; - -export interface MessageType { - role: 'user' | 'assistant'; - content: string; -} diff --git a/src/types/image_segmentation.ts b/src/types/image_segmentation.ts index bc7d254dc..747d97fcd 100644 --- a/src/types/image_segmentation.ts +++ b/src/types/image_segmentation.ts @@ -1,3 +1,4 @@ +/* eslint-disable @cspell/spellchecker */ export enum DeeplabLabel { BACKGROUND, AEROPLANE, diff --git a/src/types/llm.ts b/src/types/llm.ts new file mode 100644 index 000000000..acb1d4031 --- /dev/null +++ b/src/types/llm.ts @@ -0,0 +1,50 @@ +export interface LLMType { + messageHistory: MessageType[]; + response: string; + isReady: boolean; + isGenerating: boolean; + downloadProgress: number; + error: string | null; + runInference: (input: string) => Promise; + sendMessage: (message: string) => Promise; + deleteMessage: (index: number) => void; + interrupt: () => void; +} + +export type MessageRole = 'user' | 'assistant' | 'system'; + +export interface MessageType { + role: MessageRole; + content: string; +} + +export interface ToolCall { + toolName: string; + arguments: Object; +} + +// usually tool is represented with dictionary (Object), but fields depend on the model +// unfortunately there's no one standard so it's hard to type it better +export type LLMTool = Object; + +export interface ChatConfig { + initialMessageHistory: MessageType[]; + contextWindowLength: number; + systemPrompt: string; +} + +export interface ToolsConfig { + tools: LLMTool[]; + executeToolCallback: (call: ToolCall) => Promise; + displayToolCalls?: boolean; +} + +export const SPECIAL_TOKENS = [ + 'bos_token', + 'eos_token', + 'unk_token', + 'sep_token', + 'pad_token', + 'cls_token', + 'mask_token', +]; diff --git a/src/types/ocr.ts b/src/types/ocr.ts index f633265fc..873703c63 100644 --- a/src/types/ocr.ts +++ b/src/types/ocr.ts @@ -1,3 +1,5 @@ +import { symbols } from '../constants/ocr/symbols'; + export interface OCRDetection { bbox: OCRBbox[]; text: string; @@ -9,4 +11,4 @@ export interface OCRBbox { y: number; } -export type OCRLanguage = 'en'; +export type OCRLanguage = keyof typeof symbols; diff --git a/src/types/stt.ts b/src/types/stt.ts new file mode 100644 index 000000000..d27015203 --- /dev/null +++ b/src/types/stt.ts @@ -0,0 +1,94 @@ +export interface ModelConfig { + sources: { + encoder: string; + decoder: string; + }; + tokenizer: { + source: string; + bos: number; + eos: number; + }; + isMultilingual: boolean; +} + +// Those languages are supported just by whisper multilingual +export enum SpeechToTextLanguage { + Afrikaans = 'af', + Albanian = 'sq', + Arabic = 'ar', + Armenian = 'hy', + Azerbaijani = 'az', + Basque = 'eu', + Belarusian = 'be', + Bengali = 'bn', + Bosnian = 'bs', + Bulgarian = 'bg', + Burmese = 'my', + Catalan = 'ca', + Chinese = 'zh', + Croatian = 'hr', + Czech = 'cs', + Danish = 'da', + Dutch = 'nl', + Estonian = 'et', + English = 'en', + Finnish = 'fi', + French = 'fr', + Galician = 'gl', + Georgian = 'ka', + German = 'de', + Greek = 'el', + Gujarati = 'gu', + HaitianCreole = 'ht', + Hebrew = 'he', + Hindi = 'hi', + Hungarian = 'hu', + Icelandic = 'is', + Indonesian = 'id', + Italian = 'it', + Japanese = 'ja', + Kannada = 'kn', + Kazakh = 'kk', + Khmer = 'km', + Korean = 'ko', + Lao = 'lo', + Latvian = 'lv', + Lithuanian = 'lt', + Macedonian = 'mk', + Malagasy = 'mg', + Malay = 'ms', + Malayalam = 'ml', + Maltese = 'mt', + Marathi = 'mr', + Nepali = 'ne', + Norwegian = 'no', + Persian = 'fa', + Polish = 'pl', + Portuguese = 'pt', + Punjabi = 'pa', + Romanian = 'ro', + Russian = 'ru', + Serbian = 'sr', + // eslint-disable-next-line @cspell/spellchecker + Sinhala = 'si', + Slovak = 'sk', + Slovenian = 'sl', + Spanish = 'es', + Sundanese = 'su', + Swahili = 'sw', + Swedish = 'sv', + Tagalog = 'tl', + Tajik = 'tg', + Tamil = 'ta', + Telugu = 'te', + Thai = 'th', + Turkish = 'tr', + Ukrainian = 'uk', + Urdu = 'ur', + Uzbek = 'uz', + Vietnamese = 'vi', + Welsh = 'cy', + Yiddish = 'yi', +} + +export type AvailableModels = 'whisper' | 'moonshine' | 'whisperMultilingual'; diff --git a/src/utils/ResourceFetcher.ts b/src/utils/ResourceFetcher.ts new file mode 100644 index 000000000..5bc4588d3 --- /dev/null +++ b/src/utils/ResourceFetcher.ts @@ -0,0 +1,171 @@ +import { + cacheDirectory, + createDownloadResumable, + getInfoAsync, + makeDirectoryAsync, + moveAsync, + FileSystemSessionType, + writeAsStringAsync, + EncodingType, +} from 'expo-file-system'; +import { Asset } from 'expo-asset'; +import { RNEDirectory } from '../constants/directories'; +import { ResourceSource } from '../types/common'; + +export class ResourceFetcher { + static async fetch( + source: ResourceSource, + callback: (downloadProgress: number) => void = () => {} + ) { + if (typeof source === 'object') { + return this.handleObject(source); + } + + const uri = + typeof source === 'number' ? Asset.fromModule(source).uri : source; + + // Handle local files + if (uri.startsWith('file://')) { + return this.removeFilePrefix(uri); + } + + const filename = this.getFilenameFromUri(uri); + const fileUri = `${RNEDirectory}${filename}`; + + if (await this.checkFileExists(fileUri)) { + return this.removeFilePrefix(fileUri); + } + await this.createDirectoryIfNoExists(); + + // Handle local asset files in release mode + if (!uri.includes('://')) { + const asset = Asset.fromModule(source); + const fileUriWithType = `${fileUri}.${asset.type}`; + await asset.downloadAsync(); + if (!asset.localUri) { + throw new Error(`Asset local URI is not available for ${source}`); + } + await moveAsync({ from: asset.localUri, to: fileUriWithType }); + return this.removeFilePrefix(fileUriWithType); + } + + // Handle remote file download + const cacheFileUri = `${cacheDirectory}${filename}`; + const downloadResumable = createDownloadResumable( + uri, + cacheFileUri, + { sessionType: FileSystemSessionType.BACKGROUND }, + ({ totalBytesWritten, totalBytesExpectedToWrite }) => { + callback(totalBytesWritten / totalBytesExpectedToWrite); + } + ); + const result = await downloadResumable.downloadAsync(); + if (!result || result.status !== 200) { + throw new Error(`Failed to fetch resource from '${uri}'`); + } + await moveAsync({ from: cacheFileUri, to: fileUri }); + + this.triggerHuggingFaceDownloadCounter(uri); + + return this.removeFilePrefix(fileUri); + } + + static async fetchMultipleResources( + callback: (downloadProgress: number) => void = () => {}, + ...sources: ResourceSource[] + ) { + const paths = []; + + for (let idx = 0; idx < sources.length; idx++) { + paths.push( + await this.fetch( + sources[idx]!, + this.calculateDownloadProgress(sources.length, idx, callback) + ) + ); + } + + return paths; + } + + private static calculateDownloadProgress( + numberOfFiles: number, + currentFileIndex: number, + setProgress: (downloadProgress: number) => void + ) { + return (progress: number) => { + if (progress === 1 && currentFileIndex === numberOfFiles - 1) { + setProgress(1); + return; + } + const contributionPerFile = 1 / numberOfFiles; + const baseProgress = contributionPerFile * currentFileIndex; + const scaledProgress = progress * contributionPerFile; + const updatedProgress = baseProgress + scaledProgress; + setProgress(updatedProgress); + }; + } + + private static async handleObject(source: object) { + const jsonString = JSON.stringify(source); + const digest = this.hashObject(jsonString); + const filename = `${digest}.json`; + const path = `${RNEDirectory}${filename}`; + + if (await this.checkFileExists(path)) { + return this.removeFilePrefix(path); + } + + await this.createDirectoryIfNoExists(); + await writeAsStringAsync(path, jsonString, { + encoding: EncodingType.UTF8, + }); + + return this.removeFilePrefix(path); + } + + private static getFilenameFromUri(uri: string) { + let cleanUri = uri.replace(/^https?:\/\//, ''); + cleanUri = cleanUri.split('?')?.[0]?.split('#')?.[0] ?? cleanUri; + return cleanUri.replace(/[^a-zA-Z0-9._-]/g, '_'); + } + + private static removeFilePrefix(uri: string) { + return uri.startsWith('file://') ? uri.slice(7) : uri; + } + + private static hashObject(jsonString: string) { + let hash = 0; + for (let i = 0; i < jsonString.length; i++) { + hash = (hash << 5) - hash + jsonString.charCodeAt(i); + hash |= 0; + } + return (hash >>> 0).toString(); + } + + /* + * Increments the Hugging Face download counter if the URI points to a Software Mansion Hugging Face repo. + * More information: https://huggingface.co/docs/hub/models-download-stats + */ + private static triggerHuggingFaceDownloadCounter(uri: string) { + const url = new URL(uri); + if ( + url.host === 'huggingface.co' && + url.pathname.startsWith('/software-mansion/') + ) { + const baseUrl = `${url.protocol}//${url.host}${url.pathname.split('resolve')[0]}`; + fetch(`${baseUrl}resolve/main/config.json`, { method: 'HEAD' }); + } + } + + private static async createDirectoryIfNoExists() { + if (!(await this.checkFileExists(RNEDirectory))) { + await makeDirectoryAsync(RNEDirectory, { intermediates: true }); + } + } + + private static async checkFileExists(fileUri: string) { + const fileInfo = await getInfoAsync(fileUri); + return fileInfo.exists; + } +} diff --git a/src/utils/fetchResource.ts b/src/utils/fetchResource.ts deleted file mode 100644 index ae97ada56..000000000 --- a/src/utils/fetchResource.ts +++ /dev/null @@ -1,106 +0,0 @@ -import { - cacheDirectory, - createDownloadResumable, - getInfoAsync, - makeDirectoryAsync, - moveAsync, - FileSystemSessionType, -} from 'expo-file-system'; -import { Asset } from 'expo-asset'; -import { RNEDirectory } from '../constants/directories'; - -const getFilenameFromUri = (uri: string) => { - const filename = uri.split('/').pop()?.split('?')[0]; - if (!filename) { - throw new Error('Cannot derive filename from URI'); - } - return filename; -}; - -/** - * Increments the Hugging Face download counter if the URI points to a Software Mansion Hugging Face repo. - * More information: https://huggingface.co/docs/hub/models-download-stats - */ -const triggerHuggingFaceDownloadCounter = (uri: string) => { - const url = new URL(uri); - if ( - url.host === 'huggingface.co' && - url.pathname.startsWith('/software-mansion/') - ) { - const baseUrl = `${url.protocol}//${url.host}${url.pathname.split('resolve')[0]}`; - fetch(`${baseUrl}resolve/main/config.json`, { method: 'HEAD' }); - } -}; - -export const fetchResource = async ( - source: string | number, - callback: (downloadProgress: number) => void = () => {} -) => { - const uri = - typeof source === 'number' ? Asset.fromModule(source).uri : source; - - // Handle local files - if (uri.startsWith('file://')) { - return uri; - } - - const filename = getFilenameFromUri(uri); - const fileUri = `${RNEDirectory}${filename}`; - - // Check if the file already exists - if ((await getInfoAsync(fileUri)).exists) { - return fileUri; - } - - // Create the RNEDirectory if it doesn't exist - if (!(await getInfoAsync(RNEDirectory)).exists) { - await makeDirectoryAsync(RNEDirectory, { intermediates: true }); - } - - // Handle local asset files in release mode - if (!uri.includes('://')) { - const asset = Asset.fromModule(source); - const fileUriWithType = `${fileUri}.${asset.type}`; - await asset.downloadAsync(); - await moveAsync({ from: asset.localUri!, to: fileUriWithType }); - return fileUriWithType; - } - - // Handle remote file download - const cacheFileUri = `${cacheDirectory}${filename}`; - const downloadResumable = createDownloadResumable( - uri, - cacheFileUri, - { sessionType: FileSystemSessionType.BACKGROUND }, - ({ totalBytesWritten, totalBytesExpectedToWrite }) => { - callback(totalBytesWritten / totalBytesExpectedToWrite); - } - ); - const result = await downloadResumable.downloadAsync(); - if (!result || result.status !== 200) { - throw new Error(`Failed to fetch resource from '${uri}'`); - } - await moveAsync({ from: cacheFileUri, to: fileUri }); - - triggerHuggingFaceDownloadCounter(uri); - - return fileUri; -}; - -export const calculateDownloadProgres = - ( - numberOfFiles: number, - currentFileIndex: number, - setProgress: (downloadProgress: number) => void - ) => - (progress: number) => { - if (progress === 1 && currentFileIndex === numberOfFiles - 1) { - setProgress(1); - return; - } - const contributionPerFile = 1 / numberOfFiles; - const baseProgress = contributionPerFile * currentFileIndex; - const scaledProgress = progress * contributionPerFile; - const updatedProgress = baseProgress + scaledProgress; - setProgress(updatedProgress); - }; diff --git a/src/utils/llm.ts b/src/utils/llm.ts new file mode 100644 index 000000000..54cc91b74 --- /dev/null +++ b/src/utils/llm.ts @@ -0,0 +1,34 @@ +import { LLMTool, ToolCall } from '../types/llm'; + +export const parseToolCall: (message: string) => ToolCall[] = ( + message: string +) => { + try { + const unparsedToolCalls = message.match('\\[(.|\\s)*\\]'); + if (!unparsedToolCalls) { + throw Error('Regex did not match array.'); + } + const parsedMessage: LLMTool[] = JSON.parse(unparsedToolCalls[0]); + const results = []; + + for (const tool of parsedMessage) { + if ( + 'name' in tool && + typeof tool.name === 'string' && + 'arguments' in tool && + tool.arguments !== null && + typeof tool.arguments === 'object' + ) { + results.push({ + toolName: tool.name, + arguments: tool.arguments, + }); + } + } + + return results; + } catch (e) { + console.error(e); + return []; + } +}; diff --git a/src/utils/stt.ts b/src/utils/stt.ts new file mode 100644 index 000000000..a4a912e35 --- /dev/null +++ b/src/utils/stt.ts @@ -0,0 +1,28 @@ +export const longCommonInfPref = ( + seq1: number[], + seq2: number[], + hammingDistThreshold: number +) => { + let maxInd = 0; + let maxLength = 0; + + for (let i = 0; i < seq1.length; i++) { + let j = 0; + let hammingDist = 0; + while ( + j < seq2.length && + i + j < seq1.length && + (seq1[i + j] === seq2[j] || hammingDist < hammingDistThreshold) + ) { + if (seq1[i + j] !== seq2[j]) { + hammingDist++; + } + j++; + } + if (j >= maxLength) { + maxLength = j; + maxInd = i; + } + } + return maxInd; +}; diff --git a/third-party/android/libs/executorch/arm64-v8a/libexecutorch.so b/third-party/android/libs/executorch/arm64-v8a/libexecutorch.so new file mode 100644 index 000000000..8e937625c Binary files /dev/null and b/third-party/android/libs/executorch/arm64-v8a/libexecutorch.so differ diff --git a/third-party/android/libs/executorch/executorch.aar b/third-party/android/libs/executorch/executorch.aar new file mode 100644 index 000000000..f5e6830df 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/dev/null +++ b/third-party/executorch @@ -0,0 +1 @@ +Subproject commit 4eedd4b093c01ced123929c7e1717e3fc2e9b13d diff --git a/third-party/include/c10/macros/Export.h b/third-party/include/c10/macros/Export.h new file mode 100644 index 000000000..771c869ae --- /dev/null +++ b/third-party/include/c10/macros/Export.h @@ -0,0 +1,163 @@ +#define C10_USING_CUSTOM_GENERATED_MACROS +#ifndef C10_MACROS_EXPORT_H_ +#define C10_MACROS_EXPORT_H_ + +/* Header file to define the common scaffolding for exported symbols. + * + * Export is by itself a quite tricky situation to deal with, and if you are + * hitting this file, make sure you start with the background here: + * - Linux: https://gcc.gnu.org/wiki/Visibility + * - Windows: + * https://docs.microsoft.com/en-us/cpp/cpp/dllexport-dllimport?view=vs-2017 + * + * Do NOT include this file directly. Instead, use c10/macros/Macros.h + */ + +// You do not need to edit this part of file unless you are changing the core +// pytorch export abstractions. +// +// This part defines the C10 core export and import macros. This is controlled +// by whether we are building shared libraries or not, which is determined +// during build time and codified in c10/core/cmake_macros.h. +// When the library is built as a shared lib, EXPORT and IMPORT will contain +// visibility attributes. If it is being built as a static lib, then EXPORT +// and IMPORT basically have no effect. + +// As a rule of thumb, you should almost NEVER mix static and shared builds for +// libraries that depend on c10. AKA, if c10 is built as a static library, we +// recommend everything dependent on c10 to be built statically. If c10 is built +// as a shared library, everything dependent on it should be built as shared. In +// the PyTorch project, all native libraries shall use the macro +// C10_BUILD_SHARED_LIB to check whether pytorch is building shared or static +// libraries. + +// For build systems that do not directly depend on CMake and directly build +// from the source directory (such as Buck), one may not have a cmake_macros.h +// file at all. In this case, the build system is responsible for providing +// correct macro definitions corresponding to the cmake_macros.h.in file. +// +// In such scenarios, one should define the macro +// C10_USING_CUSTOM_GENERATED_MACROS +// to inform this header that it does not need to include the cmake_macros.h +// file. + +#ifndef C10_USING_CUSTOM_GENERATED_MACROS +#include +#endif // C10_USING_CUSTOM_GENERATED_MACROS + +#ifdef _WIN32 +#define C10_HIDDEN +#if defined(C10_BUILD_SHARED_LIBS) +#define C10_EXPORT __declspec(dllexport) +#define C10_IMPORT __declspec(dllimport) +#else +#define C10_EXPORT +#define C10_IMPORT +#endif +#else // _WIN32 +#if defined(__GNUC__) +#define C10_EXPORT __attribute__((__visibility__("default"))) +#define C10_HIDDEN __attribute__((__visibility__("hidden"))) +#else // defined(__GNUC__) +#define C10_EXPORT +#define C10_HIDDEN +#endif // defined(__GNUC__) +#define C10_IMPORT C10_EXPORT +#endif // _WIN32 + +#ifdef NO_EXPORT +#undef C10_EXPORT +#define C10_EXPORT +#endif + +// Definition of an adaptive XX_API macro, that depends on whether you are +// building the library itself or not, routes to XX_EXPORT and XX_IMPORT. +// Basically, you will need to do this for each shared library that you are +// building, and the instruction is as follows: assuming that you are building +// a library called libawesome.so. You should: +// (1) for your cmake target (usually done by "add_library(awesome, ...)"), +// define a macro called AWESOME_BUILD_MAIN_LIB using +// target_compile_options. +// (2) define the AWESOME_API macro similar to the one below. +// And in the source file of your awesome library, use AWESOME_API to +// annotate public symbols. + +// Here, for the C10 library, we will define the macro C10_API for both import +// and export. + +// This one is being used by libc10.so +#ifdef C10_BUILD_MAIN_LIB +#define C10_API C10_EXPORT +#else +#define C10_API C10_IMPORT +#endif + +// This one is being used by libtorch.so +#ifdef CAFFE2_BUILD_MAIN_LIB +#define TORCH_API C10_EXPORT +#else +#define TORCH_API C10_IMPORT +#endif + +// You may be wondering: Whose brilliant idea was it to split torch_cuda into +// two pieces with confusing names? +// Once upon a time, there _was_ only TORCH_CUDA_API. All was happy until we +// tried to compile PyTorch for CUDA 11.1, which ran into relocation marker +// issues when linking big binaries. +// (https://github.com/pytorch/pytorch/issues/39968) We had two choices: +// (1) Stop supporting so many GPU architectures +// (2) Do something else +// We chose #2 and decided to split the behemoth that was torch_cuda into two +// smaller libraries, one with most of the core kernel functions (torch_cuda_cu) +// and the other that had..well..everything else (torch_cuda_cpp). The idea was +// this: instead of linking our static libraries (like the hefty +// libcudnn_static.a) with another huge library, torch_cuda, and run into pesky +// relocation marker issues, we could link our static libraries to a smaller +// part of torch_cuda (torch_cuda_cpp) and avoid the issues. + +// libtorch_cuda_cu.so +#ifdef TORCH_CUDA_CU_BUILD_MAIN_LIB +#define TORCH_CUDA_CU_API C10_EXPORT +#elif defined(BUILD_SPLIT_CUDA) +#define TORCH_CUDA_CU_API C10_IMPORT +#endif + +// libtorch_cuda_cpp.so +#ifdef TORCH_CUDA_CPP_BUILD_MAIN_LIB +#define TORCH_CUDA_CPP_API C10_EXPORT +#elif defined(BUILD_SPLIT_CUDA) +#define TORCH_CUDA_CPP_API C10_IMPORT +#endif + +// libtorch_cuda.so (where torch_cuda_cu and torch_cuda_cpp are a part of the +// same api) +#ifdef TORCH_CUDA_BUILD_MAIN_LIB +#define TORCH_CUDA_CPP_API C10_EXPORT +#define TORCH_CUDA_CU_API C10_EXPORT +#elif !defined(BUILD_SPLIT_CUDA) +#define TORCH_CUDA_CPP_API C10_IMPORT +#define TORCH_CUDA_CU_API C10_IMPORT +#endif + +#if defined(TORCH_HIP_BUILD_MAIN_LIB) +#define TORCH_HIP_CPP_API C10_EXPORT +#define TORCH_HIP_API C10_EXPORT +#else +#define TORCH_HIP_CPP_API C10_IMPORT +#define TORCH_HIP_API C10_IMPORT +#endif + +#if defined(TORCH_XPU_BUILD_MAIN_LIB) +#define TORCH_XPU_API C10_EXPORT +#else +#define TORCH_XPU_API C10_IMPORT +#endif + +// Enums only need to be exported on windows for non-CUDA files +#if defined(_WIN32) && defined(__CUDACC__) +#define C10_API_ENUM C10_API +#else +#define C10_API_ENUM +#endif + +#endif // C10_MACROS_MACROS_H_ diff --git a/third-party/include/c10/macros/Macros.h b/third-party/include/c10/macros/Macros.h new file mode 100644 index 000000000..d46e2a369 --- /dev/null +++ b/third-party/include/c10/macros/Macros.h @@ -0,0 +1,497 @@ +#define C10_USING_CUSTOM_GENERATED_MACROS +#ifndef C10_MACROS_MACROS_H_ +#define C10_MACROS_MACROS_H_ +#include + +/* Main entry for c10/macros. + * + * In your code, include c10/macros/Macros.h directly, instead of individual + * files in this folder. + */ + +// For build systems that do not directly depend on CMake and directly build +// from the source directory (such as Buck), one may not have a cmake_macros.h +// file at all. In this case, the build system is responsible for providing +// correct macro definitions corresponding to the cmake_macros.h.in file. +// +// In such scenarios, one should define the macro +// C10_USING_CUSTOM_GENERATED_MACROS +// to inform this header that it does not need to include the cmake_macros.h +// file. + +#ifndef C10_USING_CUSTOM_GENERATED_MACROS +#include +#endif // C10_USING_CUSTOM_GENERATED_MACROS + +#include + +#if defined(__clang__) +#define __ubsan_ignore_float_divide_by_zero__ \ + __attribute__((no_sanitize("float-divide-by-zero"))) +#define __ubsan_ignore_undefined__ __attribute__((no_sanitize("undefined"))) +#define __ubsan_ignore_signed_int_overflow__ \ + __attribute__((no_sanitize("signed-integer-overflow"))) +#define __ubsan_ignore_pointer_overflow__ \ + __attribute__((no_sanitize("pointer-overflow"))) +#define __ubsan_ignore_function__ __attribute__((no_sanitize("function"))) +#define __ubsan_ignore_float_cast_overflow__ \ + __attribute__((no_sanitize("float-cast-overflow"))) +#else +#define __ubsan_ignore_float_divide_by_zero__ +#define __ubsan_ignore_undefined__ +#define __ubsan_ignore_signed_int_overflow__ +#define __ubsan_ignore_pointer_overflow__ +#define __ubsan_ignore_function__ +#define __ubsan_ignore_float_cast_overflow__ +#endif + +// Detect address sanitizer as some stuff doesn't work with it +#undef C10_ASAN_ENABLED + +// for clang +#if defined(__has_feature) +#if ((__has_feature(address_sanitizer))) +#define C10_ASAN_ENABLED 1 +#endif +#endif + +// for gcc +#if defined(__SANITIZE_ADDRESS__) +#if __SANITIZE_ADDRESS__ +#if !defined(C10_ASAN_ENABLED) +#define C10_ASAN_ENABLED 1 +#endif +#endif +#endif + +#if !defined(C10_ASAN_ENABLED) +#define C10_ASAN_ENABLED 0 +#endif + +// Detect undefined-behavior sanitizer (UBSAN) +#undef C10_UBSAN_ENABLED + +// for clang or gcc >= 14 +// NB: gcc 14 adds support for Clang's __has_feature +// https://gcc.gnu.org/gcc-14/changes.html +// gcc < 14 doesn't have a macro for UBSAN +// (e.g. __SANITIZE_UNDEFINED__ does not exist in gcc) +// https://github.com/google/sanitizers/issues/765 +#if defined(__has_feature) +#if ((__has_feature(undefined_behavior_sanitizer))) +#define C10_UBSAN_ENABLED 1 +#endif +#endif + +#if !defined(C10_UBSAN_ENABLED) +#define C10_UBSAN_ENABLED 0 +#endif + +// Disable the copy and assignment operator for a class. Note that this will +// disable the usage of the class in std containers. +#define C10_DISABLE_COPY_AND_ASSIGN(classname) \ + classname(const classname &) = delete; \ + classname &operator=(const classname &) = delete + +#define C10_CONCATENATE_IMPL(s1, s2) s1##s2 +#define C10_CONCATENATE(s1, s2) C10_CONCATENATE_IMPL(s1, s2) + +#define C10_MACRO_EXPAND(args) args + +#define C10_STRINGIZE_IMPL(x) #x +#define C10_STRINGIZE(x) C10_STRINGIZE_IMPL(x) + +/** + * C10_ANONYMOUS_VARIABLE(str) introduces a new identifier which starts with + * str and ends with a unique number. + */ +#ifdef __COUNTER__ +#define C10_UID __COUNTER__ +#define C10_ANONYMOUS_VARIABLE(str) C10_CONCATENATE(str, __COUNTER__) +#else +#define C10_UID __LINE__ +#define C10_ANONYMOUS_VARIABLE(str) C10_CONCATENATE(str, __LINE__) +#endif + +#ifdef __has_cpp_attribute +#define C10_HAS_CPP_ATTRIBUTE(x) __has_cpp_attribute(x) +#else +#define C10_HAS_CPP_ATTRIBUTE(x) (0) +#endif + +#ifndef FBCODE_CAFFE2 +/// DEPRECATED: Warn if a type or return value is discarded. +#define C10_NODISCARD [[nodiscard]] + +/// DEPRECATED: Suppress an unused variable. +#define C10_UNUSED [[maybe_unused]] +#endif + +#if !defined(__has_attribute) +#define __has_attribute(x) 0 +#endif + +// Direct port of LLVM_ATTRIBUTE_USED. +#if __has_attribute(used) +#define C10_USED __attribute__((__used__)) +#else +#define C10_USED +#endif + +#define C10_RESTRICT __restrict + +// Simply define the namespace, in case a dependent library want to refer to +// the c10 namespace but not any nontrivial files. +namespace c10 {} +namespace c10::cuda {} +namespace c10::hip {} +namespace c10::xpu {} + +// Since C10 is the core library for caffe2 (and aten), we will simply reroute +// all abstractions defined in c10 to be available in caffe2 as well. +// This is only for backwards compatibility. Please use the symbols from the +// c10 namespace where possible. +namespace caffe2 { +using namespace c10; +} +namespace at { +using namespace c10; +} +namespace at::cuda { +using namespace c10::cuda; +} // namespace at::cuda + +// WARNING!!! THIS IS A GIANT HACK!!! +// This line means you cannot simultaneously include c10/hip +// and c10/cuda and then use them from the at::cuda namespace. +// This is true in practice, because HIPIFY works inplace on +// files in ATen/cuda, so it assumes that c10::hip is available +// from at::cuda. This namespace makes that happen. When +// HIPIFY is no longer out-of-place, we can switch the cuda +// here to hip and everyone is happy. +namespace at::cuda { +using namespace c10::hip; +} // namespace at::cuda + +namespace at::xpu { +using namespace c10::xpu; +} // namespace at::xpu + +// C10_LIKELY/C10_UNLIKELY +// +// These macros provide parentheses, so you can use these macros as: +// +// if C10_LIKELY(some_expr) { +// ... +// } +// +// NB: static_cast to boolean is mandatory in C++, because __builtin_expect +// takes a long argument, which means you may trigger the wrong conversion +// without it. +// +#if defined(__GNUC__) || defined(__ICL) || defined(__clang__) +#define C10_LIKELY(expr) (__builtin_expect(static_cast(expr), 1)) +#define C10_UNLIKELY(expr) (__builtin_expect(static_cast(expr), 0)) +#else +#define C10_LIKELY(expr) (expr) +#define C10_UNLIKELY(expr) (expr) +#endif + +/// C10_NOINLINE - Functions whose declaration is annotated with this will not +/// be inlined. +#ifdef __GNUC__ +#define C10_NOINLINE __attribute__((noinline)) +#elif _MSC_VER +#define C10_NOINLINE __declspec(noinline) +#else +#define C10_NOINLINE +#endif + +#if defined(_MSC_VER) +#define C10_ALWAYS_INLINE __forceinline +#elif __has_attribute(always_inline) || defined(__GNUC__) +#define C10_ALWAYS_INLINE __attribute__((__always_inline__)) inline +#else +#define C10_ALWAYS_INLINE inline +#endif + +// Unlike C10_ALWAYS_INLINE, C10_ALWAYS_INLINE_ATTRIBUTE can be used +// on a lambda. +#if defined(_MSC_VER) +// MSVC 14.39 is reasonably recent and doesn't like +// [[msvc::forceinline]] on a lambda, so don't try to use it. +#define C10_ALWAYS_INLINE_ATTRIBUTE +#elif __has_attribute(always_inline) || defined(__GNUC__) +#define C10_ALWAYS_INLINE_ATTRIBUTE __attribute__((__always_inline__)) +#else +#define C10_ALWAYS_INLINE_ATTRIBUTE +#endif + +#if defined(_MSC_VER) +#define C10_ATTR_VISIBILITY_HIDDEN +#elif defined(__GNUC__) +#define C10_ATTR_VISIBILITY_HIDDEN __attribute__((__visibility__("hidden"))) +#else +#define C10_ATTR_VISIBILITY_HIDDEN +#endif + +#define C10_ERASE C10_ALWAYS_INLINE C10_ATTR_VISIBILITY_HIDDEN + +#include + +#ifdef __HIPCC__ +// Unlike CUDA, HIP requires a HIP header to be included for __host__ to work. +// We do this #include here so that C10_HOST_DEVICE and friends will Just Work. +// See https://github.com/ROCm-Developer-Tools/HIP/issues/441 +#include +#endif + +#if defined(__CUDACC__) || defined(__HIPCC__) +// Designates functions callable from the host (CPU) and the device (GPU) +#define C10_HOST_DEVICE __host__ __device__ +#define C10_DEVICE __device__ +#define C10_HOST __host__ +// constants from +// (https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#features-and-technical-specifications) +// The maximum number of threads per multiprocessor is 1024 for Turing +// architecture (7.5), 1536 for Geforce Ampere (8.6)/Jetson Orin (8.7), and +// 2048 for all other architectures. You'll get warnings if you exceed these +// constants. Hence, the following macros adjust the input values from the user +// to resolve potential warnings. +#if __CUDA_ARCH__ == 750 +constexpr uint32_t CUDA_MAX_THREADS_PER_SM = 1024; +#elif __CUDA_ARCH__ == 860 || __CUDA_ARCH__ == 870 || __CUDA_ARCH__ == 890 +constexpr uint32_t CUDA_MAX_THREADS_PER_SM = 1536; +#else +constexpr uint32_t CUDA_MAX_THREADS_PER_SM = 2048; +#endif +// CUDA_MAX_THREADS_PER_BLOCK is same for all architectures currently +constexpr uint32_t CUDA_MAX_THREADS_PER_BLOCK = 1024; +// CUDA_THREADS_PER_BLOCK_FALLBACK is the "canonical fallback" choice of block +// size. 256 is a good number for this fallback and should give good occupancy +// and versatility across all architectures. +constexpr uint32_t CUDA_THREADS_PER_BLOCK_FALLBACK = 256; +// NOTE: if you are thinking of constexpr-ify the inputs to launch bounds, it +// turns out that although __launch_bounds__ can take constexpr, it +// can't take a constexpr that has anything to do with templates. +// Currently we use launch_bounds that depend on template arguments in +// Loops.cuh, Reduce.cuh and LossCTC.cuh. Hence, C10_MAX_THREADS_PER_BLOCK +// and C10_MIN_BLOCKS_PER_SM are kept as macros. +// Suppose you were planning to write __launch_bounds__(a, b), based on your +// performance tuning on a modern GPU. Instead, you should write +// __launch_bounds__(C10_MAX_THREADS_PER_BLOCK(a), C10_MIN_BLOCKS_PER_SM(a, b)), +// which will also properly respect limits on old architectures. +#define C10_MAX_THREADS_PER_BLOCK(val) \ + (((val) <= CUDA_MAX_THREADS_PER_BLOCK) ? (val) \ + : CUDA_THREADS_PER_BLOCK_FALLBACK) +#define C10_MIN_BLOCKS_PER_SM(threads_per_block, blocks_per_sm) \ + ((((threads_per_block) * (blocks_per_sm) <= CUDA_MAX_THREADS_PER_SM) \ + ? (blocks_per_sm) \ + : ((CUDA_MAX_THREADS_PER_SM + (threads_per_block) - 1) / \ + (threads_per_block)))) +// C10_LAUNCH_BOUNDS is analogous to __launch_bounds__ +#define C10_LAUNCH_BOUNDS_0 \ + __launch_bounds__(256, \ + 4) // default launch bounds that should give good occupancy + // and versatility across all architectures. +#define C10_LAUNCH_BOUNDS_1(max_threads_per_block) \ + __launch_bounds__((C10_MAX_THREADS_PER_BLOCK((max_threads_per_block)))) +#define C10_LAUNCH_BOUNDS_2(max_threads_per_block, min_blocks_per_sm) \ + __launch_bounds__( \ + (C10_MAX_THREADS_PER_BLOCK((max_threads_per_block))), \ + (C10_MIN_BLOCKS_PER_SM((max_threads_per_block), (min_blocks_per_sm)))) +#else +#define C10_HOST_DEVICE +#define C10_HOST +#define C10_DEVICE +#endif + +#if defined(USE_ROCM) +#define C10_HIP_HOST_DEVICE __host__ __device__ +#else +#define C10_HIP_HOST_DEVICE +#endif + +#if defined(USE_ROCM) +#define C10_WARP_SIZE warpSize // = 64 or 32 (Defined in hip_runtime.h) +#else +#define C10_WARP_SIZE 32 +#endif + +#if defined(_MSC_VER) && _MSC_VER <= 1900 +#define __func__ __FUNCTION__ +#endif + +// CUDA_KERNEL_ASSERT checks the assertion +// even when NDEBUG is defined. This is useful for important assertions in CUDA +// code that would otherwise be suppressed when building Release. +#if defined(__ANDROID__) || defined(__APPLE__) || defined(__FreeBSD__) +// Those platforms do not support assert() +#define CUDA_KERNEL_ASSERT(cond) +#define CUDA_KERNEL_ASSERT_MSG(cond, msg) +#define SYCL_KERNEL_ASSERT(cond) +#elif defined(_MSC_VER) +#if defined(NDEBUG) +extern "C" { +C10_IMPORT +#if defined(__SYCL_DEVICE_ONLY__) +extern SYCL_EXTERNAL void _wassert(const wchar_t *wexpr, const wchar_t *wfile, + unsigned line); +#else +#if defined(__CUDA_ARCH__) +__host__ __device__ +#endif // __CUDA_ARCH__ + void + _wassert(wchar_t const *_Message, wchar_t const *_File, unsigned _Line); +#endif // __SYCL_DEVICE_ONLY__ +} +#endif // NDEBUG +#define CUDA_KERNEL_ASSERT(cond) \ + if (C10_UNLIKELY(!(cond))) { \ + (void)(_wassert(_CRT_WIDE(#cond), _CRT_WIDE(__FILE__), \ + static_cast(__LINE__)), \ + 0); \ + } +// TODO: This doesn't assert the message because I (chilli) couldn't figure out +// a nice way to convert a char* to a wchar_t* +#define CUDA_KERNEL_ASSERT_MSG(cond, msg) \ + if (C10_UNLIKELY(!(cond))) { \ + (void)(_wassert(_CRT_WIDE(#cond), _CRT_WIDE(__FILE__), \ + static_cast(__LINE__)), \ + 0); \ + } +#define SYCL_KERNEL_ASSERT(cond) \ + if (C10_UNLIKELY(!(cond))) { \ + (void)(_wassert(_CRT_WIDE(#cond), _CRT_WIDE(__FILE__), \ + static_cast(__LINE__)), \ + 0); \ + } +#else // __APPLE__, _MSC_VER +#if defined(NDEBUG) +extern "C" { +#if defined(__SYCL_DEVICE_ONLY__) +extern SYCL_EXTERNAL void __assert_fail(const char *expr, const char *file, + unsigned int line, const char *func); +#else // __SYCL_DEVICE_ONLY__ +#if (defined(__CUDA_ARCH__) && !(defined(__clang__) && defined(__CUDA__))) +// CUDA supports __assert_fail function which are common for both device +// and host side code. +__host__ __device__ +#endif + + // This forward declaration matching the declaration of __assert_fail + // exactly how it is in glibc in case parts of the program are compiled with + // different NDEBUG settings. Otherwise we might get 'ambiguous declaration' + // error. Note: On ROCm - this declaration serves for host side compilation. + void + __assert_fail(const char *assertion, const char *file, unsigned int line, + const char *function) noexcept __attribute__((__noreturn__)); + +#endif // __SYCL_DEVICE_ONLY__ +} +#endif // NDEBUG +// ROCm disable kernel assert by default +#if !defined(C10_USE_ROCM_KERNEL_ASSERT) and defined(USE_ROCM) +#define CUDA_KERNEL_ASSERT(cond) +#define CUDA_KERNEL_ASSERT_MSG(cond, msg) +#define SYCL_KERNEL_ASSERT(cond) +#else +#define CUDA_KERNEL_ASSERT(cond) \ + if (C10_UNLIKELY(!(cond))) { \ + __assert_fail(#cond, __FILE__, static_cast(__LINE__), \ + __func__); \ + } +#define CUDA_KERNEL_ASSERT_MSG(cond, msg) \ + if (C10_UNLIKELY(!(cond))) { \ + __assert_fail(msg, __FILE__, static_cast(__LINE__), \ + __func__); \ + } +#define SYCL_KERNEL_ASSERT(cond) \ + if (C10_UNLIKELY(!(cond))) { \ + __assert_fail(#cond, __FILE__, static_cast(__LINE__), \ + __func__); \ + } +#endif // C10_USE_ROCM_KERNEL_ASSERT and USE_ROCM +#endif // __APPLE__ + +#ifdef __APPLE__ +#include +#endif + +#if defined(__ANDROID__) +#define C10_ANDROID 1 +#define C10_MOBILE 1 +#elif (defined(__APPLE__) && \ + (TARGET_IPHONE_SIMULATOR || TARGET_OS_SIMULATOR || TARGET_OS_IPHONE)) +#define C10_IOS 1 +#define C10_MOBILE 1 +#endif // ANDROID / IOS + +#if defined(C10_MOBILE) && C10_MOBILE +#define C10_ALWAYS_INLINE_UNLESS_MOBILE inline +#else +#define C10_ALWAYS_INLINE_UNLESS_MOBILE C10_ALWAYS_INLINE +#endif + +#if !defined(FBCODE_CAFFE2) && !defined(C10_NODEPRECATED) +#define CONSTEXPR_EXCEPT_WIN_CUDA constexpr +#define C10_HOST_CONSTEXPR_EXCEPT_WIN_CUDA constexpr + +#define STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(field, val) \ + static constexpr const char field[] = val; +#define STATIC_CONST_STR_OUT_OF_LINE_FOR_WIN_CUDA(cls, field, val) +#endif // !defined(FBCODE_CAFFE2) && !defined(C10_NODEPRECATED) + +#ifndef HAS_DEMANGLE +#if defined(__ANDROID__) || defined(_WIN32) || defined(__EMSCRIPTEN__) +#define HAS_DEMANGLE 0 +#elif defined(__APPLE__) && \ + (TARGET_IPHONE_SIMULATOR || TARGET_OS_SIMULATOR || TARGET_OS_IPHONE) +#define HAS_DEMANGLE 0 +#else +#define HAS_DEMANGLE 1 +#endif +#endif // HAS_DEMANGLE + +#define _C10_PRAGMA__(string) _Pragma(#string) +#define _C10_PRAGMA_(string) _C10_PRAGMA__(string) + +#ifdef __clang__ +#define C10_CLANG_DIAGNOSTIC_PUSH() _Pragma("clang diagnostic push") +#define C10_CLANG_DIAGNOSTIC_POP() _Pragma("clang diagnostic pop") +#define C10_CLANG_DIAGNOSTIC_IGNORE(flag) \ + _C10_PRAGMA_(clang diagnostic ignored flag) +#define C10_CLANG_HAS_WARNING(flag) __has_warning(flag) +#else +#define C10_CLANG_DIAGNOSTIC_PUSH() +#define C10_CLANG_DIAGNOSTIC_POP() +#define C10_CLANG_DIAGNOSTIC_IGNORE(flag) +#define C10_CLANG_HAS_WARNING(flag) 0 +#endif + +#ifdef __clang__ + +#define C10_DIAGNOSTIC_PUSH_AND_IGNORED_IF_DEFINED(warning) \ + _C10_PRAGMA_(clang diagnostic push) \ + _C10_PRAGMA_(clang diagnostic ignored "-Wunknown-warning-option") \ + _C10_PRAGMA_(clang diagnostic ignored warning) + +#define C10_DIAGNOSTIC_POP() _C10_PRAGMA_(clang diagnostic pop) + +#elif __GNUC__ + +#define C10_DIAGNOSTIC_PUSH_AND_IGNORED_IF_DEFINED(warning) \ + _C10_PRAGMA_(GCC diagnostic push) \ + _C10_PRAGMA_(GCC diagnostic ignored "-Wpragmas") \ + _C10_PRAGMA_(GCC diagnostic ignored warning) + +#define C10_DIAGNOSTIC_POP() _C10_PRAGMA_(GCC diagnostic pop) + +#else + +#define C10_DIAGNOSTIC_PUSH_AND_IGNORED_IF_DEFINED(warning) +#define C10_DIAGNOSTIC_POP() + +#endif + +#endif // C10_MACROS_MACROS_H_ diff --git a/third-party/include/c10/util/BFloat16-inl.h b/third-party/include/c10/util/BFloat16-inl.h new file mode 100644 index 000000000..d37a19d51 --- /dev/null +++ b/third-party/include/c10/util/BFloat16-inl.h @@ -0,0 +1,342 @@ +#pragma once + +#include +#include + +#include + +C10_CLANG_DIAGNOSTIC_PUSH() +#if C10_CLANG_HAS_WARNING("-Wimplicit-int-float-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wimplicit-int-float-conversion") +#endif + +#if defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) +#if defined(CL_SYCL_LANGUAGE_VERSION) +#include // for SYCL 1.2.1 +#else +#include // for SYCL 2020 +#endif +#include +#endif + +namespace c10 { + +/// Constructors +inline C10_HOST_DEVICE BFloat16::BFloat16(float value) + : +#if defined(__CUDACC__) && !defined(USE_ROCM) && defined(__CUDA_ARCH__) && \ + __CUDA_ARCH__ >= 800 + x(__bfloat16_as_ushort(__float2bfloat16(value))) +#elif defined(__SYCL_DEVICE_ONLY__) && \ + defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) + x(c10::bit_cast(sycl::ext::oneapi::bfloat16(value))) +#else + // RNE by default + x(detail::round_to_nearest_even(value)) +#endif +{ +} + +/// Implicit conversions +inline C10_HOST_DEVICE BFloat16::operator float() const { +#if defined(__CUDACC__) && !defined(USE_ROCM) + return __bfloat162float(*reinterpret_cast(&x)); +#elif defined(__SYCL_DEVICE_ONLY__) && \ + defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) + return float(*reinterpret_cast(&x)); +#else + return detail::f32_from_bits(x); +#endif +} + +#if defined(__CUDACC__) && !defined(USE_ROCM) +inline C10_HOST_DEVICE BFloat16::BFloat16(const __nv_bfloat16 &value) { + x = *reinterpret_cast(&value); +} +inline C10_HOST_DEVICE BFloat16::operator __nv_bfloat16() const { + return *reinterpret_cast(&x); +} +#endif + +#if defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) +inline C10_HOST_DEVICE +BFloat16::BFloat16(const sycl::ext::oneapi::bfloat16 &value) { + x = *reinterpret_cast(&value); +} +inline C10_HOST_DEVICE BFloat16::operator sycl::ext::oneapi::bfloat16() const { + return *reinterpret_cast(&x); +} +#endif + +// CUDA intrinsics + +#if defined(__CUDACC__) || defined(__HIPCC__) +inline C10_DEVICE BFloat16 __ldg(const BFloat16 *ptr) { +#if !defined(USE_ROCM) && defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 800 + return __ldg(reinterpret_cast(ptr)); +#else + return *ptr; +#endif +} +#endif + +/// Arithmetic + +inline C10_HOST_DEVICE BFloat16 operator+(const BFloat16 &a, + const BFloat16 &b) { + return static_cast(a) + static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator-(const BFloat16 &a, + const BFloat16 &b) { + return static_cast(a) - static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator*(const BFloat16 &a, + const BFloat16 &b) { + return static_cast(a) * static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator/(const BFloat16 &a, const BFloat16 &b) + __ubsan_ignore_float_divide_by_zero__ { + return static_cast(a) / static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator-(const BFloat16 &a) { + return -static_cast(a); +} + +inline C10_HOST_DEVICE BFloat16 &operator+=(BFloat16 &a, const BFloat16 &b) { + a = a + b; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator-=(BFloat16 &a, const BFloat16 &b) { + a = a - b; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator*=(BFloat16 &a, const BFloat16 &b) { + a = a * b; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator/=(BFloat16 &a, const BFloat16 &b) { + a = a / b; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator|(BFloat16 &a, const BFloat16 &b) { + a.x = a.x | b.x; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator^(BFloat16 &a, const BFloat16 &b) { + a.x = a.x ^ b.x; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator&(BFloat16 &a, const BFloat16 &b) { + a.x = a.x & b.x; + return a; +} + +/// Arithmetic with floats + +inline C10_HOST_DEVICE float operator+(BFloat16 a, float b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE float operator-(BFloat16 a, float b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE float operator*(BFloat16 a, float b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE float operator/(BFloat16 a, float b) { + return static_cast(a) / b; +} + +inline C10_HOST_DEVICE float operator+(float a, BFloat16 b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE float operator-(float a, BFloat16 b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE float operator*(float a, BFloat16 b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE float operator/(float a, BFloat16 b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE float &operator+=(float &a, const BFloat16 &b) { + return a += static_cast(b); +} +inline C10_HOST_DEVICE float &operator-=(float &a, const BFloat16 &b) { + return a -= static_cast(b); +} +inline C10_HOST_DEVICE float &operator*=(float &a, const BFloat16 &b) { + return a *= static_cast(b); +} +inline C10_HOST_DEVICE float &operator/=(float &a, const BFloat16 &b) { + return a /= static_cast(b); +} + +/// Arithmetic with doubles + +inline C10_HOST_DEVICE double operator+(BFloat16 a, double b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE double operator-(BFloat16 a, double b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE double operator*(BFloat16 a, double b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE double operator/(BFloat16 a, double b) { + return static_cast(a) / b; +} + +inline C10_HOST_DEVICE double operator+(double a, BFloat16 b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE double operator-(double a, BFloat16 b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE double operator*(double a, BFloat16 b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE double operator/(double a, BFloat16 b) { + return a / static_cast(b); +} + +/// Arithmetic with ints + +inline C10_HOST_DEVICE BFloat16 operator+(BFloat16 a, int b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator-(BFloat16 a, int b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator*(BFloat16 a, int b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator/(BFloat16 a, int b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator+(int a, BFloat16 b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE BFloat16 operator-(int a, BFloat16 b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE BFloat16 operator*(int a, BFloat16 b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE BFloat16 operator/(int a, BFloat16 b) { + return static_cast(a) / b; +} + +//// Arithmetic with int64_t + +inline C10_HOST_DEVICE BFloat16 operator+(BFloat16 a, int64_t b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator-(BFloat16 a, int64_t b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator*(BFloat16 a, int64_t b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator/(BFloat16 a, int64_t b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator+(int64_t a, BFloat16 b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE BFloat16 operator-(int64_t a, BFloat16 b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE BFloat16 operator*(int64_t a, BFloat16 b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE BFloat16 operator/(int64_t a, BFloat16 b) { + return static_cast(a) / b; +} + +// Overloading < and > operators, because std::max and std::min use them. + +inline C10_HOST_DEVICE bool operator>(BFloat16 &lhs, BFloat16 &rhs) { + return float(lhs) > float(rhs); +} + +inline C10_HOST_DEVICE bool operator<(BFloat16 &lhs, BFloat16 &rhs) { + return float(lhs) < float(rhs); +} + +} // namespace c10 + +namespace std { + +template <> class numeric_limits { +public: + static constexpr bool is_signed = true; + static constexpr bool is_specialized = true; + static constexpr bool is_integer = false; + static constexpr bool is_exact = false; + static constexpr bool has_infinity = true; + static constexpr bool has_quiet_NaN = true; + static constexpr bool has_signaling_NaN = true; + static constexpr auto has_denorm = numeric_limits::has_denorm; + static constexpr auto has_denorm_loss = + numeric_limits::has_denorm_loss; + static constexpr auto round_style = numeric_limits::round_style; + static constexpr bool is_iec559 = false; + static constexpr bool is_bounded = true; + static constexpr bool is_modulo = false; + static constexpr int digits = 8; + static constexpr int digits10 = 2; + static constexpr int max_digits10 = 4; + static constexpr int radix = 2; + static constexpr int min_exponent = -125; + static constexpr int min_exponent10 = -37; + static constexpr int max_exponent = 128; + static constexpr int max_exponent10 = 38; + static constexpr auto traps = numeric_limits::traps; + static constexpr auto tinyness_before = + numeric_limits::tinyness_before; + + static constexpr c10::BFloat16 min() { + return c10::BFloat16(0x0080, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 lowest() { + return c10::BFloat16(0xFF7F, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 max() { + return c10::BFloat16(0x7F7F, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 epsilon() { + return c10::BFloat16(0x3C00, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 round_error() { + return c10::BFloat16(0x3F00, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 infinity() { + return c10::BFloat16(0x7F80, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 quiet_NaN() { + return c10::BFloat16(0x7FC0, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 signaling_NaN() { + return c10::BFloat16(0x7F80, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 denorm_min() { + return c10::BFloat16(0x0001, c10::BFloat16::from_bits()); + } +}; + +} // namespace std + +C10_CLANG_DIAGNOSTIC_POP() diff --git a/third-party/include/c10/util/BFloat16-math.h b/third-party/include/c10/util/BFloat16-math.h new file mode 100644 index 000000000..e5c741926 --- /dev/null +++ b/third-party/include/c10/util/BFloat16-math.h @@ -0,0 +1,266 @@ +#pragma once + +#include +#include + +C10_CLANG_DIAGNOSTIC_PUSH() +#if C10_CLANG_HAS_WARNING("-Wimplicit-float-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wimplicit-float-conversion") +#endif + +namespace c10 { +template +struct is_reduced_floating_point + : std::integral_constant || + std::is_same_v> {}; + +template +constexpr bool is_reduced_floating_point_v = + is_reduced_floating_point::value; +} // namespace c10 + +namespace std { + +#if !defined(FBCODE_CAFFE2) && !defined(C10_NODEPRECATED) +using c10::is_reduced_floating_point; +using c10::is_reduced_floating_point_v; +#endif // !defined(FBCODE_CAFFE2) && !defined(C10_NODEPRECATED) + +template , int> = 0> +inline T acos(T a) { + return std::acos(float(a)); +} +template , int> = 0> +inline T asin(T a) { + return std::asin(float(a)); +} +template , int> = 0> +inline T atan(T a) { + return std::atan(float(a)); +} +template , int> = 0> +inline T atanh(T a) { + return std::atanh(float(a)); +} +template , int> = 0> +inline T erf(T a) { + return std::erf(float(a)); +} +template , int> = 0> +inline T erfc(T a) { + return std::erfc(float(a)); +} +template , int> = 0> +inline T exp(T a) { + return std::exp(float(a)); +} +template , int> = 0> +inline T expm1(T a) { + return std::expm1(float(a)); +} +template , int> = 0> +inline bool isfinite(T a) { + return std::isfinite(float(a)); +} +template , int> = 0> +inline T log(T a) { + return std::log(float(a)); +} +template , int> = 0> +inline T log10(T a) { + return std::log10(float(a)); +} +template , int> = 0> +inline T log1p(T a) { + return std::log1p(float(a)); +} +template , int> = 0> +inline T log2(T a) { + return std::log2(float(a)); +} +template , int> = 0> +inline T ceil(T a) { + return std::ceil(float(a)); +} +template , int> = 0> +inline T cos(T a) { + return std::cos(float(a)); +} +template , int> = 0> +inline T floor(T a) { + return std::floor(float(a)); +} +template , int> = 0> +inline T nearbyint(T a) { + return std::nearbyint(float(a)); +} +template , int> = 0> +inline T sin(T a) { + return std::sin(float(a)); +} +template , int> = 0> +inline T tan(T a) { + return std::tan(float(a)); +} +template , int> = 0> +inline T sinh(T a) { + return std::sinh(float(a)); +} +template , int> = 0> +inline T cosh(T a) { + return std::cosh(float(a)); +} +template , int> = 0> +inline T tanh(T a) { + return std::tanh(float(a)); +} +template , int> = 0> +inline T trunc(T a) { + return std::trunc(float(a)); +} +template , int> = 0> +inline T lgamma(T a) { + return std::lgamma(float(a)); +} +template , int> = 0> +inline T sqrt(T a) { + return std::sqrt(float(a)); +} +template , int> = 0> +inline T rsqrt(T a) { + return 1.0 / std::sqrt(float(a)); +} +template , int> = 0> +inline T abs(T a) { + return std::abs(float(a)); +} +#if defined(_MSC_VER) && defined(__CUDACC__) +template , int> = 0> +inline T pow(T a, double b) { + return std::pow(float(a), float(b)); +} +#else +template , int> = 0> +inline T pow(T a, double b) { + return std::pow(float(a), b); +} +#endif +template , int> = 0> +inline T pow(T a, T b) { + return std::pow(float(a), float(b)); +} +template , int> = 0> +inline T fmod(T a, T b) { + return std::fmod(float(a), float(b)); +} + +/* + The following function is inspired from the implementation in `musl` + Link to License: https://git.musl-libc.org/cgit/musl/tree/COPYRIGHT + ---------------------------------------------------------------------- + Copyright © 2005-2020 Rich Felker, et al. + + Permission is hereby granted, free of charge, to any person obtaining + a copy of this software and associated documentation files (the + "Software"), to deal in the Software without restriction, including + without limitation the rights to use, copy, modify, merge, publish, + distribute, sublicense, and/or sell copies of the Software, and to + permit persons to whom the Software is furnished to do so, subject to + the following conditions: + + The above copyright notice and this permission notice shall be + included in all copies or substantial portions of the Software. + + THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, + EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF + MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. + IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY + CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, + TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE + SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + ---------------------------------------------------------------------- + */ +template , int> = 0> +C10_HOST_DEVICE inline T nextafter(T from, T to) { + // Reference: + // https://git.musl-libc.org/cgit/musl/tree/src/math/nextafter.c + using int_repr_t = uint16_t; + constexpr uint8_t bits = 16; + union { + T f; + int_repr_t i; + } ufrom = {from}, uto = {to}; + + // get a mask to get the sign bit i.e. MSB + int_repr_t sign_mask = int_repr_t{1} << (bits - 1); + + // short-circuit: if either is NaN, return NaN + if (from != from || to != to) { + return from + to; + } + + // short-circuit: if they are exactly the same. + if (ufrom.i == uto.i) { + return from; + } + + // mask the sign-bit to zero i.e. positive + // equivalent to abs(x) + int_repr_t abs_from = ufrom.i & ~sign_mask; + int_repr_t abs_to = uto.i & ~sign_mask; + if (abs_from == 0) { + // if both are zero but with different sign, + // preserve the sign of `to`. + if (abs_to == 0) { + return to; + } + // smallest subnormal with sign of `to`. + ufrom.i = (uto.i & sign_mask) | int_repr_t{1}; + return ufrom.f; + } + + // if abs(from) > abs(to) or sign(from) != sign(to) + if (abs_from > abs_to || ((ufrom.i ^ uto.i) & sign_mask)) { + ufrom.i--; + } else { + ufrom.i++; + } + + return ufrom.f; +} + +} // namespace std + +C10_CLANG_DIAGNOSTIC_POP() diff --git a/third-party/include/c10/util/BFloat16.h b/third-party/include/c10/util/BFloat16.h new file mode 100644 index 000000000..e457e6dcc --- /dev/null +++ b/third-party/include/c10/util/BFloat16.h @@ -0,0 +1,125 @@ +#pragma once + +// Defines the bloat16 type (brain floating-point). This representation uses +// 1 bit for the sign, 8 bits for the exponent and 7 bits for the mantissa. + +#include +#include +#include +#include +#include +#include + +#if defined(__CUDACC__) && !defined(USE_ROCM) +#include +#endif + +#if defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) +#if defined(CL_SYCL_LANGUAGE_VERSION) +#include // for SYCL 1.2.1 +#else +#include // for SYCL 2020 +#endif +#include +#endif + +namespace c10 { + +namespace detail { +inline C10_HOST_DEVICE float f32_from_bits(uint16_t src) { + float res = 0; + uint32_t tmp = src; + tmp <<= 16; + +#if defined(USE_ROCM) + float *tempRes; + + // We should be using memcpy in order to respect the strict aliasing rule + // but it fails in the HIP environment. + tempRes = reinterpret_cast(&tmp); + res = *tempRes; +#else + std::memcpy(&res, &tmp, sizeof(tmp)); +#endif + + return res; +} + +inline C10_HOST_DEVICE uint16_t bits_from_f32(float src) { + uint32_t res = 0; + +#if defined(USE_ROCM) + // We should be using memcpy in order to respect the strict aliasing rule + // but it fails in the HIP environment. + uint32_t *tempRes = reinterpret_cast(&src); + res = *tempRes; +#else + std::memcpy(&res, &src, sizeof(res)); +#endif + + return res >> 16; +} + +inline C10_HOST_DEVICE uint16_t round_to_nearest_even(float src) { +#if defined(USE_ROCM) + if (src != src) { +#elif defined(_MSC_VER) + if (isnan(src)) { +#else + if (std::isnan(src)) { +#endif + return UINT16_C(0x7FC0); + } else { + // NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init) + union { + uint32_t U32; // NOLINT(facebook-hte-BadMemberName) + float F32; // NOLINT(facebook-hte-BadMemberName) + }; + + F32 = src; + uint32_t rounding_bias = ((U32 >> 16) & 1) + UINT32_C(0x7FFF); + return static_cast((U32 + rounding_bias) >> 16); + } +} +} // namespace detail + +struct alignas(2) BFloat16 { + uint16_t x; + + // HIP wants __host__ __device__ tag, CUDA does not +#if defined(USE_ROCM) + C10_HOST_DEVICE BFloat16() = default; +#else + BFloat16() = default; +#endif + + struct from_bits_t {}; + static constexpr C10_HOST_DEVICE from_bits_t from_bits() { + return from_bits_t(); + } + + constexpr C10_HOST_DEVICE BFloat16(unsigned short bits, from_bits_t) + : x(bits) {} + /* implicit */ inline C10_HOST_DEVICE BFloat16(float value); + inline C10_HOST_DEVICE operator float() const; + +#if defined(__CUDACC__) && !defined(USE_ROCM) + inline C10_HOST_DEVICE BFloat16(const __nv_bfloat16 &value); + explicit inline C10_HOST_DEVICE operator __nv_bfloat16() const; +#endif + +#if defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) + inline C10_HOST_DEVICE BFloat16(const sycl::ext::oneapi::bfloat16 &value); + explicit inline C10_HOST_DEVICE operator sycl::ext::oneapi::bfloat16() const; +#endif +}; + +C10_API inline std::ostream &operator<<(std::ostream &out, + const BFloat16 &value) { + out << (float)value; + return out; +} + +} // namespace c10 + +#include // IWYU pragma: keep diff --git a/third-party/include/c10/util/Half-inl.h b/third-party/include/c10/util/Half-inl.h new file mode 100644 index 000000000..df2824bb6 --- /dev/null +++ b/third-party/include/c10/util/Half-inl.h @@ -0,0 +1,347 @@ +#pragma once + +#include +#include + +#include +#include + +#ifdef __CUDACC__ +#include +#endif + +#ifdef __HIPCC__ +#include +#endif + +#if defined(CL_SYCL_LANGUAGE_VERSION) +#include // for SYCL 1.2.1 +#elif defined(SYCL_LANGUAGE_VERSION) +#include // for SYCL 2020 +#endif + +#if (defined(CPU_CAPABILITY_AVX2) || defined(CPU_CAPABILITY_AVX512)) && \ + !defined(__APPLE__) +#include +#endif + +C10_CLANG_DIAGNOSTIC_PUSH() +#if C10_CLANG_HAS_WARNING("-Wimplicit-int-float-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wimplicit-int-float-conversion") +#endif + +namespace c10 { + +#if defined(__aarch64__) && !defined(__CUDACC__) +/// Constructors +inline Half::Half(float16_t value) : x(detail::fp16_to_bits(value)) {} +inline Half::operator float16_t() const { return detail::fp16_from_bits(x); } +#else + +inline C10_HOST_DEVICE Half::Half(float value) + : +#if defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__) + x(__half_as_short(__float2half(value))) +#elif defined(__SYCL_DEVICE_ONLY__) + x(c10::bit_cast(sycl::half(value))) +#elif (defined(CPU_CAPABILITY_AVX2) || defined(CPU_CAPABILITY_AVX512)) && \ + !defined(__APPLE__) + x(at::vec::float2half_scalar(value)) +#else + x(detail::fp16_ieee_from_fp32_value(value)) +#endif +{ +} + +/// Implicit conversions + +inline C10_HOST_DEVICE Half::operator float() const { +#if defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__) + return __half2float(*reinterpret_cast(&x)); +#elif defined(__SYCL_DEVICE_ONLY__) + return float(c10::bit_cast(x)); +#elif (defined(CPU_CAPABILITY_AVX2) || defined(CPU_CAPABILITY_AVX512)) && \ + !defined(__APPLE__) + return at::vec::half2float_scalar(x); +#elif defined(__aarch64__) && !defined(__CUDACC__) + return detail::native_fp16_to_fp32_value(x); +#else + return detail::fp16_ieee_to_fp32_value(x); +#endif +} + +#endif /* !defined(__aarch64__) || defined(__CUDACC__) \ + */ + +#if defined(__CUDACC__) || defined(__HIPCC__) +inline C10_HOST_DEVICE Half::Half(const __half &value) { + x = *reinterpret_cast(&value); +} +inline C10_HOST_DEVICE Half::operator __half() const { + return *reinterpret_cast(&x); +} +#endif + +#ifdef SYCL_LANGUAGE_VERSION +inline C10_HOST_DEVICE Half::Half(const sycl::half &value) { + x = *reinterpret_cast(&value); +} +inline C10_HOST_DEVICE Half::operator sycl::half() const { + return *reinterpret_cast(&x); +} +#endif + +// CUDA intrinsics + +#if (defined(__CUDA_ARCH__) && (__CUDA_ARCH__ >= 350)) || \ + (defined(__clang__) && defined(__CUDA__)) +inline __device__ Half __ldg(const Half *ptr) { + return __ldg(reinterpret_cast(ptr)); +} +#endif + +/// Arithmetic + +inline C10_HOST_DEVICE Half operator+(const Half &a, const Half &b) { + return static_cast(a) + static_cast(b); +} + +inline C10_HOST_DEVICE Half operator-(const Half &a, const Half &b) { + return static_cast(a) - static_cast(b); +} + +inline C10_HOST_DEVICE Half operator*(const Half &a, const Half &b) { + return static_cast(a) * static_cast(b); +} + +inline C10_HOST_DEVICE Half operator/(const Half &a, const Half &b) + __ubsan_ignore_float_divide_by_zero__ { + return static_cast(a) / static_cast(b); +} + +inline C10_HOST_DEVICE Half operator-(const Half &a) { +#if (defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530) || \ + defined(__HIP_DEVICE_COMPILE__) + return __hneg(a); +#elif defined(__SYCL_DEVICE_ONLY__) + return -c10::bit_cast(a); +#else + return -static_cast(a); +#endif +} + +inline C10_HOST_DEVICE Half &operator+=(Half &a, const Half &b) { + a = a + b; + return a; +} + +inline C10_HOST_DEVICE Half &operator-=(Half &a, const Half &b) { + a = a - b; + return a; +} + +inline C10_HOST_DEVICE Half &operator*=(Half &a, const Half &b) { + a = a * b; + return a; +} + +inline C10_HOST_DEVICE Half &operator/=(Half &a, const Half &b) { + a = a / b; + return a; +} + +/// Arithmetic with floats + +inline C10_HOST_DEVICE float operator+(Half a, float b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE float operator-(Half a, float b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE float operator*(Half a, float b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE float +operator/(Half a, float b) __ubsan_ignore_float_divide_by_zero__ { + return static_cast(a) / b; +} + +inline C10_HOST_DEVICE float operator+(float a, Half b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE float operator-(float a, Half b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE float operator*(float a, Half b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE float +operator/(float a, Half b) __ubsan_ignore_float_divide_by_zero__ { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE float &operator+=(float &a, const Half &b) { + return a += static_cast(b); +} +inline C10_HOST_DEVICE float &operator-=(float &a, const Half &b) { + return a -= static_cast(b); +} +inline C10_HOST_DEVICE float &operator*=(float &a, const Half &b) { + return a *= static_cast(b); +} +inline C10_HOST_DEVICE float &operator/=(float &a, const Half &b) { + return a /= static_cast(b); +} + +/// Arithmetic with doubles + +inline C10_HOST_DEVICE double operator+(Half a, double b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE double operator-(Half a, double b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE double operator*(Half a, double b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE double +operator/(Half a, double b) __ubsan_ignore_float_divide_by_zero__ { + return static_cast(a) / b; +} + +inline C10_HOST_DEVICE double operator+(double a, Half b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE double operator-(double a, Half b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE double operator*(double a, Half b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE double +operator/(double a, Half b) __ubsan_ignore_float_divide_by_zero__ { + return a / static_cast(b); +} + +/// Arithmetic with ints + +inline C10_HOST_DEVICE Half operator+(Half a, int b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE Half operator-(Half a, int b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE Half operator*(Half a, int b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE Half operator/(Half a, int b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE Half operator+(int a, Half b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE Half operator-(int a, Half b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE Half operator*(int a, Half b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE Half operator/(int a, Half b) { + return static_cast(a) / b; +} + +//// Arithmetic with int64_t + +inline C10_HOST_DEVICE Half operator+(Half a, int64_t b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE Half operator-(Half a, int64_t b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE Half operator*(Half a, int64_t b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE Half operator/(Half a, int64_t b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE Half operator+(int64_t a, Half b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE Half operator-(int64_t a, Half b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE Half operator*(int64_t a, Half b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE Half operator/(int64_t a, Half b) { + return static_cast(a) / b; +} + +/// NOTE: we do not define comparisons directly and instead rely on the implicit +/// conversion from c10::Half to float. + +} // namespace c10 + +namespace std { + +template <> class numeric_limits { +public: + static constexpr bool is_specialized = true; + static constexpr bool is_signed = true; + static constexpr bool is_integer = false; + static constexpr bool is_exact = false; + static constexpr bool has_infinity = true; + static constexpr bool has_quiet_NaN = true; + static constexpr bool has_signaling_NaN = true; + static constexpr auto has_denorm = numeric_limits::has_denorm; + static constexpr auto has_denorm_loss = + numeric_limits::has_denorm_loss; + static constexpr auto round_style = numeric_limits::round_style; + static constexpr bool is_iec559 = true; + static constexpr bool is_bounded = true; + static constexpr bool is_modulo = false; + static constexpr int digits = 11; + static constexpr int digits10 = 3; + static constexpr int max_digits10 = 5; + static constexpr int radix = 2; + static constexpr int min_exponent = -13; + static constexpr int min_exponent10 = -4; + static constexpr int max_exponent = 16; + static constexpr int max_exponent10 = 4; + static constexpr auto traps = numeric_limits::traps; + static constexpr auto tinyness_before = + numeric_limits::tinyness_before; + static constexpr c10::Half min() { + return c10::Half(0x0400, c10::Half::from_bits()); + } + static constexpr c10::Half lowest() { + return c10::Half(0xFBFF, c10::Half::from_bits()); + } + static constexpr c10::Half max() { + return c10::Half(0x7BFF, c10::Half::from_bits()); + } + static constexpr c10::Half epsilon() { + return c10::Half(0x1400, c10::Half::from_bits()); + } + static constexpr c10::Half round_error() { + return c10::Half(0x3800, c10::Half::from_bits()); + } + static constexpr c10::Half infinity() { + return c10::Half(0x7C00, c10::Half::from_bits()); + } + static constexpr c10::Half quiet_NaN() { + return c10::Half(0x7E00, c10::Half::from_bits()); + } + static constexpr c10::Half signaling_NaN() { + return c10::Half(0x7D00, c10::Half::from_bits()); + } + static constexpr c10::Half denorm_min() { + return c10::Half(0x0001, c10::Half::from_bits()); + } +}; + +} // namespace std + +C10_CLANG_DIAGNOSTIC_POP() diff --git a/third-party/include/c10/util/Half.h b/third-party/include/c10/util/Half.h new file mode 100644 index 000000000..8c32762c1 --- /dev/null +++ b/third-party/include/c10/util/Half.h @@ -0,0 +1,416 @@ +#pragma once + +/// Defines the Half type (half-precision floating-point) including conversions +/// to standard C types and basic arithmetic operations. Note that arithmetic +/// operations are implemented by converting to floating point and +/// performing the operation in float32, instead of using CUDA half intrinsics. +/// Most uses of this type within ATen are memory bound, including the +/// element-wise kernels, and the half intrinsics aren't efficient on all GPUs. +/// If you are writing a compute bound kernel, you can use the CUDA half +/// intrinsics directly on the Half type from device code. + +#include +#include +#include +#include +#include + +#if defined(__cplusplus) +#include +#elif !defined(__OPENCL_VERSION__) +#include +#endif + +#ifdef _MSC_VER +#include +#endif + +#include +#include +#include +#include +#include + +#ifdef __CUDACC__ +#include +#endif + +#ifdef __HIPCC__ +#include +#endif + +#if defined(CL_SYCL_LANGUAGE_VERSION) +#include // for SYCL 1.2.1 +#elif defined(SYCL_LANGUAGE_VERSION) +#include // for SYCL 2020 +#endif + +#if defined(__aarch64__) && !defined(__CUDACC__) +#include +#endif + +#if defined(__GNUC__) || defined(__clang__) +#if defined(__x86_64__) || defined(_M_X64) || defined(__i386) || \ + defined(_M_IX86) +#if defined(__F16C__) && !(defined(__CUDA_ARCH__) || defined(__CUDACC__) || \ + defined(__HIP_DEVICE_COMPILE__)) +#define C10_X86_F16 1 +#include // import conversion ops from f16cintrin.h +#endif // defined(__F16C__) && !(defined(__CUDA_ARCH__) || defined(__CUDACC__) + // || defined(__HIP_DEVICE_COMPILE__)) +#endif // __x86_64__ || _M_X64 || __i386 || _M_IX86 +#endif // __GNUC__ || __clang__ + +namespace c10 { + +namespace detail { + +/* + * Convert a 16-bit floating-point number in IEEE half-precision format, in bit + * representation, to a 32-bit floating-point number in IEEE single-precision + * format, in bit representation. + * + * @note The implementation doesn't use any floating-point operations. + */ +inline uint32_t fp16_ieee_to_fp32_bits(uint16_t h) { + /* + * Extend the half-precision floating-point number to 32 bits and shift to the + * upper part of the 32-bit word: + * +---+-----+------------+-------------------+ + * | S |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| + * +---+-----+------------+-------------------+ + * Bits 31 26-30 16-25 0-15 + * + * S - sign bit, E - bits of the biased exponent, M - bits of the mantissa, 0 + * - zero bits. + */ + const uint32_t w = (uint32_t)h << 16; + /* + * Extract the sign of the input number into the high bit of the 32-bit word: + * + * +---+----------------------------------+ + * | S |0000000 00000000 00000000 00000000| + * +---+----------------------------------+ + * Bits 31 0-31 + */ + const uint32_t sign = w & UINT32_C(0x80000000); + /* + * Extract mantissa and biased exponent of the input number into the bits 0-30 + * of the 32-bit word: + * + * +---+-----+------------+-------------------+ + * | 0 |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| + * +---+-----+------------+-------------------+ + * Bits 30 27-31 17-26 0-16 + */ + const uint32_t nonsign = w & UINT32_C(0x7FFFFFFF); + /* + * Renorm shift is the number of bits to shift mantissa left to make the + * half-precision number normalized. If the initial number is normalized, some + * of its high 6 bits (sign == 0 and 5-bit exponent) equals one. In this case + * renorm_shift == 0. If the number is denormalize, renorm_shift > 0. Note + * that if we shift denormalized nonsign by renorm_shift, the unit bit of + * mantissa will shift into exponent, turning the biased exponent into 1, and + * making mantissa normalized (i.e. without leading 1). + */ +#ifdef _MSC_VER + unsigned long nonsign_bsr; + _BitScanReverse(&nonsign_bsr, (unsigned long)nonsign); + uint32_t renorm_shift = (uint32_t)nonsign_bsr ^ 31; +#else + uint32_t renorm_shift = __builtin_clz(nonsign); +#endif + renorm_shift = renorm_shift > 5 ? renorm_shift - 5 : 0; + /* + * Iff half-precision number has exponent of 15, the addition overflows + * it into bit 31, and the subsequent shift turns the high 9 bits + * into 1. Thus inf_nan_mask == 0x7F800000 if the half-precision number + * had exponent of 15 (i.e. was NaN or infinity) 0x00000000 otherwise + */ + const int32_t inf_nan_mask = + ((int32_t)(nonsign + 0x04000000) >> 8) & INT32_C(0x7F800000); + /* + * Iff nonsign is 0, it overflows into 0xFFFFFFFF, turning bit 31 + * into 1. Otherwise, bit 31 remains 0. The signed shift right by 31 + * broadcasts bit 31 into all bits of the zero_mask. Thus zero_mask == + * 0xFFFFFFFF if the half-precision number was zero (+0.0h or -0.0h) + * 0x00000000 otherwise + */ + const int32_t zero_mask = (int32_t)(nonsign - 1) >> 31; + /* + * 1. Shift nonsign left by renorm_shift to normalize it (if the input + * was denormal) + * 2. Shift nonsign right by 3 so the exponent (5 bits originally) + * becomes an 8-bit field and 10-bit mantissa shifts into the 10 high + * bits of the 23-bit mantissa of IEEE single-precision number. + * 3. Add 0x70 to the exponent (starting at bit 23) to compensate the + * different in exponent bias (0x7F for single-precision number less 0xF + * for half-precision number). + * 4. Subtract renorm_shift from the exponent (starting at bit 23) to + * account for renormalization. As renorm_shift is less than 0x70, this + * can be combined with step 3. + * 5. Binary OR with inf_nan_mask to turn the exponent into 0xFF if the + * input was NaN or infinity. + * 6. Binary ANDNOT with zero_mask to turn the mantissa and exponent + * into zero if the input was zero. + * 7. Combine with the sign of the input number. + */ + return sign | + ((((nonsign << renorm_shift >> 3) + ((0x70 - renorm_shift) << 23)) | + inf_nan_mask) & + ~zero_mask); +} + +/* + * Convert a 16-bit floating-point number in IEEE half-precision format, in bit + * representation, to a 32-bit floating-point number in IEEE single-precision + * format. + * + * @note The implementation relies on IEEE-like (no assumption about rounding + * mode and no operations on denormals) floating-point operations and bitcasts + * between integer and floating-point variables. + */ +C10_HOST_DEVICE inline float fp16_ieee_to_fp32_value(uint16_t h) { +#ifdef C10_X86_F16 + return _cvtsh_ss(h); +#else + /* + * Extend the half-precision floating-point number to 32 bits and shift to the + * upper part of the 32-bit word: + * +---+-----+------------+-------------------+ + * | S |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| + * +---+-----+------------+-------------------+ + * Bits 31 26-30 16-25 0-15 + * + * S - sign bit, E - bits of the biased exponent, M - bits of the mantissa, 0 + * - zero bits. + */ + const uint32_t w = (uint32_t)h << 16; + /* + * Extract the sign of the input number into the high bit of the 32-bit word: + * + * +---+----------------------------------+ + * | S |0000000 00000000 00000000 00000000| + * +---+----------------------------------+ + * Bits 31 0-31 + */ + const uint32_t sign = w & UINT32_C(0x80000000); + /* + * Extract mantissa and biased exponent of the input number into the high bits + * of the 32-bit word: + * + * +-----+------------+---------------------+ + * |EEEEE|MM MMMM MMMM|0 0000 0000 0000 0000| + * +-----+------------+---------------------+ + * Bits 27-31 17-26 0-16 + */ + const uint32_t two_w = w + w; + + /* + * Shift mantissa and exponent into bits 23-28 and bits 13-22 so they become + * mantissa and exponent of a single-precision floating-point number: + * + * S|Exponent | Mantissa + * +-+---+-----+------------+----------------+ + * |0|000|EEEEE|MM MMMM MMMM|0 0000 0000 0000| + * +-+---+-----+------------+----------------+ + * Bits | 23-31 | 0-22 + * + * Next, there are some adjustments to the exponent: + * - The exponent needs to be corrected by the difference in exponent bias + * between single-precision and half-precision formats (0x7F - 0xF = 0x70) + * - Inf and NaN values in the inputs should become Inf and NaN values after + * conversion to the single-precision number. Therefore, if the biased + * exponent of the half-precision input was 0x1F (max possible value), the + * biased exponent of the single-precision output must be 0xFF (max possible + * value). We do this correction in two steps: + * - First, we adjust the exponent by (0xFF - 0x1F) = 0xE0 (see exp_offset + * below) rather than by 0x70 suggested by the difference in the exponent bias + * (see above). + * - Then we multiply the single-precision result of exponent adjustment by + * 2**(-112) to reverse the effect of exponent adjustment by 0xE0 less the + * necessary exponent adjustment by 0x70 due to difference in exponent bias. + * The floating-point multiplication hardware would ensure than Inf and + * NaN would retain their value on at least partially IEEE754-compliant + * implementations. + * + * Note that the above operations do not handle denormal inputs (where biased + * exponent == 0). However, they also do not operate on denormal inputs, and + * do not produce denormal results. + */ + constexpr uint32_t exp_offset = UINT32_C(0xE0) << 23; + // const float exp_scale = 0x1.0p-112f; + constexpr uint32_t scale_bits = (uint32_t)15 << 23; + float exp_scale_val = 0; + std::memcpy(&exp_scale_val, &scale_bits, sizeof(exp_scale_val)); + const float exp_scale = exp_scale_val; + const float normalized_value = + fp32_from_bits((two_w >> 4) + exp_offset) * exp_scale; + + /* + * Convert denormalized half-precision inputs into single-precision results + * (always normalized). Zero inputs are also handled here. + * + * In a denormalized number the biased exponent is zero, and mantissa has + * on-zero bits. First, we shift mantissa into bits 0-9 of the 32-bit word. + * + * zeros | mantissa + * +---------------------------+------------+ + * |0000 0000 0000 0000 0000 00|MM MMMM MMMM| + * +---------------------------+------------+ + * Bits 10-31 0-9 + * + * Now, remember that denormalized half-precision numbers are represented as: + * FP16 = mantissa * 2**(-24). + * The trick is to construct a normalized single-precision number with the + * same mantissa and thehalf-precision input and with an exponent which would + * scale the corresponding mantissa bits to 2**(-24). A normalized + * single-precision floating-point number is represented as: FP32 = (1 + + * mantissa * 2**(-23)) * 2**(exponent - 127) Therefore, when the biased + * exponent is 126, a unit change in the mantissa of the input denormalized + * half-precision number causes a change of the constructed single-precision + * number by 2**(-24), i.e. the same amount. + * + * The last step is to adjust the bias of the constructed single-precision + * number. When the input half-precision number is zero, the constructed + * single-precision number has the value of FP32 = 1 * 2**(126 - 127) = + * 2**(-1) = 0.5 Therefore, we need to subtract 0.5 from the constructed + * single-precision number to get the numerical equivalent of the input + * half-precision number. + */ + constexpr uint32_t magic_mask = UINT32_C(126) << 23; + constexpr float magic_bias = 0.5f; + const float denormalized_value = + fp32_from_bits((two_w >> 17) | magic_mask) - magic_bias; + + /* + * - Choose either results of conversion of input as a normalized number, or + * as a denormalized number, depending on the input exponent. The variable + * two_w contains input exponent in bits 27-31, therefore if its smaller than + * 2**27, the input is either a denormal number, or zero. + * - Combine the result of conversion of exponent and mantissa with the sign + * of the input number. + */ + constexpr uint32_t denormalized_cutoff = UINT32_C(1) << 27; + const uint32_t result = + sign | (two_w < denormalized_cutoff ? fp32_to_bits(denormalized_value) + : fp32_to_bits(normalized_value)); + return fp32_from_bits(result); +#endif // C10_X86_F16 +} + +/* + * Convert a 32-bit floating-point number in IEEE single-precision format to a + * 16-bit floating-point number in IEEE half-precision format, in bit + * representation. + * + * @note The implementation relies on IEEE-like (no assumption about rounding + * mode and no operations on denormals) floating-point operations and bitcasts + * between integer and floating-point variables. + */ +inline uint16_t fp16_ieee_from_fp32_value(float f) { +#ifdef C10_X86_F16 + return _cvtss_sh(f, _MM_FROUND_TO_NEAREST_INT); +#else + // const float scale_to_inf = 0x1.0p+112f; + // const float scale_to_zero = 0x1.0p-110f; + constexpr uint32_t scale_to_inf_bits = (uint32_t)239 << 23; + constexpr uint32_t scale_to_zero_bits = (uint32_t)17 << 23; + float scale_to_inf_val = 0, scale_to_zero_val = 0; + std::memcpy(&scale_to_inf_val, &scale_to_inf_bits, sizeof(scale_to_inf_val)); + std::memcpy(&scale_to_zero_val, &scale_to_zero_bits, + sizeof(scale_to_zero_val)); + const float scale_to_inf = scale_to_inf_val; + const float scale_to_zero = scale_to_zero_val; + +#if defined(_MSC_VER) && _MSC_VER == 1916 + float base = ((signbit(f) != 0 ? -f : f) * scale_to_inf) * scale_to_zero; +#else + float base = (fabsf(f) * scale_to_inf) * scale_to_zero; +#endif + + const uint32_t w = fp32_to_bits(f); + const uint32_t shl1_w = w + w; + const uint32_t sign = w & UINT32_C(0x80000000); + uint32_t bias = shl1_w & UINT32_C(0xFF000000); + if (bias < UINT32_C(0x71000000)) { + bias = UINT32_C(0x71000000); + } + + base = fp32_from_bits((bias >> 1) + UINT32_C(0x07800000)) + base; + const uint32_t bits = fp32_to_bits(base); + const uint32_t exp_bits = (bits >> 13) & UINT32_C(0x00007C00); + const uint32_t mantissa_bits = bits & UINT32_C(0x00000FFF); + const uint32_t nonsign = exp_bits + mantissa_bits; + return static_cast( + (sign >> 16) | + (shl1_w > UINT32_C(0xFF000000) ? UINT16_C(0x7E00) : nonsign)); +#endif // C10_X86_F16 +} + +#ifdef C10_X86_F16 +#undef C10_X86_F16 +#endif // C10_X86_F16 + +#if defined(__aarch64__) && !defined(__CUDACC__) +inline float16_t fp16_from_bits(uint16_t h) { + return c10::bit_cast(h); +} + +inline uint16_t fp16_to_bits(float16_t f) { return c10::bit_cast(f); } + +// According to https://godbolt.org/z/frExdbsWG it would translate to single +// fcvt s0, h0 +inline float native_fp16_to_fp32_value(uint16_t h) { + return static_cast(fp16_from_bits(h)); +} + +inline uint16_t native_fp16_from_fp32_value(float f) { + return fp16_to_bits(static_cast(f)); +} +#endif + +} // namespace detail + +struct alignas(2) Half { + unsigned short x; + + struct from_bits_t {}; + C10_HOST_DEVICE static constexpr from_bits_t from_bits() { + return from_bits_t(); + } + + // HIP wants __host__ __device__ tag, CUDA does not +#if defined(USE_ROCM) + C10_HOST_DEVICE Half() = default; +#else + Half() = default; +#endif + + constexpr C10_HOST_DEVICE Half(unsigned short bits, from_bits_t) : x(bits) {} +#if defined(__aarch64__) && !defined(__CUDACC__) + inline Half(float16_t value); + inline operator float16_t() const; +#else + inline C10_HOST_DEVICE Half(float value); + inline C10_HOST_DEVICE operator float() const; +#endif + +#if defined(__CUDACC__) || defined(__HIPCC__) + inline C10_HOST_DEVICE Half(const __half &value); + inline C10_HOST_DEVICE operator __half() const; +#endif +#ifdef SYCL_LANGUAGE_VERSION + inline C10_HOST_DEVICE Half(const sycl::half &value); + inline C10_HOST_DEVICE operator sycl::half() const; +#endif +}; + +C10_API inline std::ostream &operator<<(std::ostream &out, const Half &value) { + out << (float)value; + return out; +} + +} // namespace c10 + +#include // IWYU pragma: keep diff --git a/third-party/include/c10/util/TypeSafeSignMath.h b/third-party/include/c10/util/TypeSafeSignMath.h new file mode 100644 index 000000000..3ec70e6b6 --- /dev/null +++ b/third-party/include/c10/util/TypeSafeSignMath.h @@ -0,0 +1,133 @@ +#pragma once + +#include +#include +#include + +C10_CLANG_DIAGNOSTIC_PUSH() +#if C10_CLANG_HAS_WARNING("-Wstring-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wstring-conversion") +#endif +#if C10_CLANG_HAS_WARNING("-Wimplicit-int-float-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wimplicit-int-float-conversion") +#endif + +namespace c10 { + +/// Returns false since we cannot have x < 0 if x is unsigned. +template +inline constexpr bool is_negative(const T & /*x*/, + std::true_type /*is_unsigned*/) { + return false; +} + +/// Returns true if a signed variable x < 0 +template +inline constexpr bool is_negative(const T &x, std::false_type /*is_unsigned*/) { + return x < T(0); +} + +/// Returns true if x < 0 +/// NOTE: Will fail on an unsigned custom type +/// For the most part it's possible to fix this if +/// the custom type has a constexpr constructor. +/// However, notably, c10::Half does not :-( +template inline constexpr bool is_negative(const T &x) { + return is_negative(x, std::is_unsigned()); +} + +/// Returns the sign of an unsigned variable x as 0, 1 +template +inline constexpr int signum(const T &x, std::true_type /*is_unsigned*/) { + return T(0) < x; +} + +/// Returns the sign of a signed variable x as -1, 0, 1 +template +inline constexpr int signum(const T &x, std::false_type /*is_unsigned*/) { + return (T(0) < x) - (x < T(0)); +} + +/// Returns the sign of x as -1, 0, 1 +/// NOTE: Will fail on an unsigned custom type +/// For the most part it's possible to fix this if +/// the custom type has a constexpr constructor. +/// However, notably, c10::Half does not :-( +template inline constexpr int signum(const T &x) { + return signum(x, std::is_unsigned()); +} + +/// Returns true if a and b are not both negative +template +inline constexpr bool signs_differ(const T &a, const U &b) { + return is_negative(a) != is_negative(b); +} + +// Suppress sign compare warning when compiling with GCC +// as later does not account for short-circuit rule before +// raising the warning, see https://godbolt.org/z/Tr3Msnz99 +#ifdef __GNUC__ +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wsign-compare" +#endif + +/// Returns true if x is greater than the greatest value of the type Limit +template +inline constexpr bool greater_than_max(const T &x) { + constexpr bool can_overflow = + std::numeric_limits::digits > std::numeric_limits::digits; + return can_overflow && x > std::numeric_limits::max(); +} + +#ifdef __GNUC__ +#pragma GCC diagnostic pop +#endif + +/// Returns true if x < lowest(Limit). Standard comparison +template +inline constexpr bool less_than_lowest(const T &x, + std::false_type /*limit_is_unsigned*/, + std::false_type /*x_is_unsigned*/) { + return x < std::numeric_limits::lowest(); +} + +/// Returns false since all the limit is signed and therefore includes +/// negative values but x cannot be negative because it is unsigned +template +inline constexpr bool less_than_lowest(const T & /*x*/, + std::false_type /*limit_is_unsigned*/, + std::true_type /*x_is_unsigned*/) { + return false; +} + +/// Returns true if x < 0, where 0 is constructed from T. +/// Limit is not signed, so its lower value is zero +template +inline constexpr bool less_than_lowest(const T &x, + std::true_type /*limit_is_unsigned*/, + std::false_type /*x_is_unsigned*/) { + return x < T(0); +} + +/// Returns false sign both types are unsigned +template +inline constexpr bool less_than_lowest(const T & /*x*/, + std::true_type /*limit_is_unsigned*/, + std::true_type /*x_is_unsigned*/) { + return false; +} + +/// Returns true if x is less than the lowest value of type T +/// NOTE: Will fail on an unsigned custom type +/// For the most part it's possible to fix this if +/// the custom type has a constexpr constructor. +/// However, notably, c10::Half does not : +template +inline constexpr bool less_than_lowest(const T &x) { + return less_than_lowest(x, std::is_unsigned(), + std::is_unsigned()); +} + +} // namespace c10 + +C10_CLANG_DIAGNOSTIC_POP() diff --git a/third-party/include/c10/util/bit_cast.h b/third-party/include/c10/util/bit_cast.h new file mode 100644 index 000000000..640c9c029 --- /dev/null +++ b/third-party/include/c10/util/bit_cast.h @@ -0,0 +1,43 @@ +#pragma once + +#include +#include + +#if __has_include() && (__cplusplus >= 202002L || (defined(__cpp_lib_bit_cast) && __cpp_lib_bit_cast >= 201806L)) +#include +#define C10_HAVE_STD_BIT_CAST 1 +#else +#define C10_HAVE_STD_BIT_CAST 0 +#endif // __has_include() && (__cplusplus >= 202002L || + // (defined(__cpp_lib_bit_cast) && __cpp_lib_bit_cast >= 201806L)) + +namespace c10 { + +#if C10_HAVE_STD_BIT_CAST +using std::bit_cast; +#else +// Implementations of std::bit_cast() from C++ 20. +// +// This is a less sketchy version of reinterpret_cast. +// +// See https://en.cppreference.com/w/cpp/numeric/bit_cast for more +// information as well as the source of our implementations. +template +std::enable_if_t && + std::is_trivially_copyable_v, + To> +// constexpr support needs compiler magic +bit_cast(const From &src) noexcept { + static_assert(std::is_trivially_constructible_v, + "This implementation additionally requires " + "destination type to be trivially constructible"); + + To dst; + std::memcpy(&dst, &src, sizeof(To)); + return dst; +} +#endif // C10_HAVE_STD_BIT_CAST +#undef C10_HAVE_STD_BIT_CAST + +} // namespace c10 diff --git a/third-party/include/c10/util/floating_point_utils.h b/third-party/include/c10/util/floating_point_utils.h new file mode 100644 index 000000000..b240c4ea2 --- /dev/null +++ b/third-party/include/c10/util/floating_point_utils.h @@ -0,0 +1,33 @@ +#pragma once + +#include +#include +#include + +namespace c10::detail { + +C10_HOST_DEVICE inline float fp32_from_bits(uint32_t w) { +#if defined(__OPENCL_VERSION__) + return as_float(w); +#elif defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__) + return __uint_as_float((unsigned int)w); +#elif defined(__INTEL_COMPILER) + return _castu32_f32(w); +#else + return c10::bit_cast(w); +#endif +} + +C10_HOST_DEVICE inline uint32_t fp32_to_bits(float f) { +#if defined(__OPENCL_VERSION__) + return as_uint(f); +#elif defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__) + return (uint32_t)__float_as_uint(f); +#elif defined(__INTEL_COMPILER) + return _castf32_u32(f); +#else + return c10::bit_cast(f); +#endif +} + +} // namespace c10::detail diff --git a/third-party/include/c10/util/irange.h b/third-party/include/c10/util/irange.h new file mode 100644 index 000000000..72a748cb0 --- /dev/null +++ b/third-party/include/c10/util/irange.h @@ -0,0 +1,107 @@ +// Copyright 2004-present Facebook. All Rights Reserved. + +#pragma once + +#include + +#include +#include +#include +#include + +namespace c10 { + +namespace detail { + +template , int> = 0> +struct integer_iterator { + using iterator_category = std::input_iterator_tag; + using value_type = I; + using difference_type = std::ptrdiff_t; + using pointer = I *; + using reference = I &; + + explicit constexpr integer_iterator(I value_) : value(value_) {} + + constexpr I operator*() const { return value; } + + constexpr I const *operator->() const { return &value; } + + constexpr integer_iterator &operator++() { + ++value; + return *this; + } + + constexpr integer_iterator operator++(int) { + const auto copy = *this; + ++*this; + return copy; + } + + constexpr bool operator==(const integer_iterator &other) const { + if constexpr (one_sided) { + // Range-for loops' end test is `begin != end`, not `begin < + // end`. To handle `c10::irange(n)` where n < 0 (which should be + // empty), we just make `begin != end` fail whenever `end` is + // negative. + return is_negative(other.value) || value == other.value; + } else { + return value == other.value; + } + // Suppress "warning: missing return statement at end of non-void function" + // which Nvidia's Robert Crovella confirms is an NVCC compiler error + // here https://stackoverflow.com/a/64561686/752843 on 2020-10-27 + // `__builtin_unreachable();` would be best here, but it's not + // available with all compilers. So we instead return an arbitrary + // value trusting that this line will, in fact, never be reached. + return false; // Horrible hack + } + + constexpr bool operator!=(const integer_iterator &other) const { + return !(*this == other); + } + +protected: + I value; +}; + +} // namespace detail + +template , bool> = true> +struct integer_range { +public: + constexpr integer_range(I begin, I end) : begin_(begin), end_(end) {} + using iterator = detail::integer_iterator; + constexpr iterator begin() const { return begin_; } + constexpr iterator end() const { return end_; } + +private: + iterator begin_; + iterator end_; +}; + +/// Creates an integer range for the half-open interval [begin, end) +/// If end<=begin, then the range is empty. +/// The range has the type of the `end` integer; `begin` integer is +/// cast to this type. +template , bool> = true, + std::enable_if_t, bool> = true> +integer_range irange(Integer1 begin, Integer2 end) { + // If end<=begin then the range is empty; we can achieve this effect by + // choosing the larger of {begin, end} as the loop terminator + return {static_cast(begin), + std::max(static_cast(begin), end)}; +} + +/// Creates an integer range for the half-open interval [0, end) +/// If end<=begin, then the range is empty +template , bool> = true> +constexpr integer_range irange(Integer end) { + return {Integer(), end}; +} + +} // namespace c10 diff --git a/third-party/include/executorch/ExecuTorch.h b/third-party/include/executorch/ExecuTorch.h new file mode 100644 index 000000000..3a12a5ddb --- /dev/null +++ b/third-party/include/executorch/ExecuTorch.h @@ -0,0 +1,13 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#import "ExecuTorchError.h" +#import "ExecuTorchLog.h" +#import "ExecuTorchModule.h" +#import "ExecuTorchTensor.h" +#import "ExecuTorchValue.h" diff --git a/third-party/include/executorch/ExecuTorchError.h b/third-party/include/executorch/ExecuTorchError.h new file mode 100644 index 000000000..618c7fc8b --- /dev/null +++ b/third-party/include/executorch/ExecuTorchError.h @@ -0,0 +1,16 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#import + +NS_ASSUME_NONNULL_BEGIN + +FOUNDATION_EXPORT NSErrorDomain const + ExecuTorchErrorDomain NS_SWIFT_NAME(ErrorDomain); + +NS_ASSUME_NONNULL_END diff --git a/third-party/include/executorch/ExecuTorchLog.h b/third-party/include/executorch/ExecuTorchLog.h new file mode 100644 index 000000000..a71591c7b --- /dev/null +++ b/third-party/include/executorch/ExecuTorchLog.h @@ -0,0 +1,76 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#import + +NS_ASSUME_NONNULL_BEGIN + +/** + * Defines log levels with specific character codes representing each level. + */ +typedef NS_ENUM(NSInteger, ExecuTorchLogLevel) { + ExecuTorchLogLevelDebug = 'D', + ExecuTorchLogLevelInfo = 'I', + ExecuTorchLogLevelError = 'E', + ExecuTorchLogLevelFatal = 'F', + ExecuTorchLogLevelUnknown = '?' +} NS_SWIFT_NAME(LogLevel); + +/** + * A protocol defining the requirements for a log sink to receive log messages. + */ +NS_SWIFT_NAME(LogSink) +@protocol ExecuTorchLogSink + +/** + * Logs a message with the specified additional info. + * + * @param level The log level of the message. + * @param timestamp The timestamp of the log message since ExecuTorch PAL start. + * @param filename The name of the file generating the log message. + * @param line The line number in the file where the log message was generated. + * @param message The log message text. + */ +- (void)logWithLevel:(ExecuTorchLogLevel)level + timestamp:(NSTimeInterval)timestamp + filename:(NSString *)filename + line:(NSUInteger)line + message:(NSString *)message + NS_SWIFT_NAME(log(level:timestamp:filename:line:message:)); + +@end + +/** + * A singleton class for managing log sinks and dispatching log messages. + */ +NS_SWIFT_NAME(Log) +@interface ExecuTorchLog : NSObject + +/// The shared singleton log instance. +@property(class, readonly) ExecuTorchLog *sharedLog; + +/** + * Adds a log sink to receive log messages. + * + * @param sink The log sink to add. + */ +- (void)addSink:(id)sink NS_SWIFT_NAME(add(sink:)); + +/** + * Removes a previously added log sink. + * + * @param sink The log sink to remove. + */ +- (void)removeSink:(id)sink NS_SWIFT_NAME(remove(sink:)); + ++ (instancetype)new NS_UNAVAILABLE; +- (instancetype)init NS_UNAVAILABLE; + +@end + +NS_ASSUME_NONNULL_END diff --git a/third-party/include/executorch/ExecuTorchModule.h b/third-party/include/executorch/ExecuTorchModule.h new file mode 100644 index 000000000..b581f68b5 --- /dev/null +++ b/third-party/include/executorch/ExecuTorchModule.h @@ -0,0 +1,286 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#import "ExecuTorchValue.h" + +NS_ASSUME_NONNULL_BEGIN + +/** + * Enum to define loading behavior. + * Values can be a subset, but must numerically match exactly those defined in + * extension/module/module.h + */ +typedef NS_ENUM(NSInteger, ExecuTorchModuleLoadMode) { + ExecuTorchModuleLoadModeFile = 0, + ExecuTorchModuleLoadModeMmap, + ExecuTorchModuleLoadModeMmapUseMlock, + ExecuTorchModuleLoadModeMmapUseMlockIgnoreErrors, +} NS_SWIFT_NAME(ModuleLoadMode); + +/** + * Enum to define the verification level used when loading a module. + * Values can be a subset, but must numerically match exactly those defined in + * runtime/executor/program.h + */ +typedef NS_ENUM(uint8_t, ExecuTorchVerification) { + ExecuTorchVerificationMinimal, + ExecuTorchVerificationInternalConsistency, +} NS_SWIFT_NAME(ModuleVerification); + +/** + * Represents a module that encapsulates an ExecuTorch program. + * This class is a facade for loading programs and executing methods within + * them. + */ +NS_SWIFT_NAME(Module) +__attribute__((deprecated("This API is experimental."))) +@interface ExecuTorchModule : NSObject + +/** + * Initializes a module with a file path and a specified load mode. + * + * @param filePath A string representing the path to the ExecuTorch program + * file. + * @param loadMode A value from ExecuTorchModuleLoadMode that determines the + * file loading behavior. + * @return An initialized ExecuTorchModule instance. + */ +- (instancetype)initWithFilePath:(NSString *)filePath + loadMode:(ExecuTorchModuleLoadMode)loadMode + NS_DESIGNATED_INITIALIZER; + +/** + * Initializes a module with a file path using the default load mode (File + * mode). + * + * @param filePath A string representing the path to the ExecuTorch program + * file. + * @return An initialized ExecuTorchModule instance. + */ +- (instancetype)initWithFilePath:(NSString *)filePath; + +/** + * Loads the module’s program using the specified verification level. + * + * @param verification The verification level to apply when loading the program. + * @param error A pointer to an NSError pointer that will be set if an error + * occurs. + * @return YES if the program was successfully loaded; otherwise, NO. + */ +- (BOOL)loadWithVerification:(ExecuTorchVerification)verification + error:(NSError **)error; + +/** + * Loads the module’s program using minimal verification. + * + * This is a convenience overload that defaults the verification level to + * Minimal. + * + * @param error A pointer to an NSError pointer that will be set if an error + * occurs. + * @return YES if the program was successfully loaded; otherwise, NO. + */ +- (BOOL)load:(NSError **)error; + +/** + * Checks if the module is loaded. + * + * @return YES if the module's program is loaded; otherwise, NO. + */ +- (BOOL)isLoaded; + +/** + * Loads a specific method from the program. + * + * @param methodName A string representing the name of the method to load. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return YES if the method was successfully loaded; otherwise, NO. + */ +- (BOOL)loadMethod:(NSString *)methodName + error:(NSError **)error NS_SWIFT_NAME(load(_:)); + +/** + * Checks if a specific method is loaded. + * + * @param methodName A string representing the method name. + * @return YES if the method is loaded; otherwise, NO. + */ +- (BOOL)isMethodLoaded:(NSString *)methodName NS_SWIFT_NAME(isLoaded(_:)); + +/** + * Retrieves the set of method names available in the loaded program. + * + * The method names are returned as an unordered set of strings. The program and + * methods are loaded as needed. + * + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An unordered set of method names, or nil in case of an error. + */ +- (nullable NSSet *)methodNames:(NSError **)error; + +/** + * Executes a specific method with the provided input values. + * + * The method is loaded on demand if not already loaded. + * + * @param methodName A string representing the method name. + * @param values An NSArray of ExecuTorchValue objects representing the inputs. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *) + executeMethod:(NSString *)methodName + withInputs:(NSArray *)values + error:(NSError **)error NS_SWIFT_NAME(execute(_:_:)); + +/** + * Executes a specific method with the provided single input value. + * + * The method is loaded on demand if not already loaded. + * + * @param methodName A string representing the method name. + * @param value An ExecuTorchValue object representing the input. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *)executeMethod:(NSString *)methodName + withInput:(ExecuTorchValue *)value + error:(NSError **)error + NS_SWIFT_NAME(execute(_:_:)); + +/** + * Executes a specific method with no input values. + * + * The method is loaded on demand if not already loaded. + * + * @param methodName A string representing the method name. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *)executeMethod:(NSString *)methodName + error:(NSError **)error + NS_SWIFT_NAME(execute(_:)); + +/** + * Executes a specific method with the provided input tensors. + * + * The method is loaded on demand if not already loaded. + * + * @param methodName A string representing the method name. + * @param tensors An NSArray of ExecuTorchTensor objects representing the + * inputs. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *) + executeMethod:(NSString *)methodName + withTensors:(NSArray *)tensors + error:(NSError **)error NS_SWIFT_NAME(execute(_:_:)); + +/** + * Executes a specific method with the provided single input tensor. + * + * The method is loaded on demand if not already loaded. + * + * @param methodName A string representing the method name. + * @param tensor An ExecuTorchTensor object representing the input. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *)executeMethod:(NSString *)methodName + withTensor: + (ExecuTorchTensor *)tensor + error:(NSError **)error + NS_SWIFT_NAME(execute(_:_:)); + +/** + * Executes the "forward" method with the provided input values. + * + * This is a convenience method that calls the executeMethod with "forward" as + * the method name. + * + * @param values An NSArray of ExecuTorchValue objects representing the inputs. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *) + forwardWithInputs:(NSArray *)values + error:(NSError **)error NS_SWIFT_NAME(forward(_:)); + +/** + * Executes the "forward" method with the provided single input value. + * + * This is a convenience method that calls the executeMethod with "forward" as + * the method name. + * + * @param value An ExecuTorchValue object representing the input. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *)forwardWithInput: + (ExecuTorchValue *)value + error:(NSError **)error + NS_SWIFT_NAME(forward(_:)); + +/** + * Executes the "forward" method with no inputs. + * + * This is a convenience method that calls the executeMethod with "forward" as + * the method name. + * + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *)forward:(NSError **)error; + +/** + * Executes the "forward" method with the provided input tensors. + * + * This is a convenience method that calls the executeMethod with "forward" as + * the method name. + * + * @param tensors An NSArray of ExecuTorchTensor objects representing the + * inputs. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *) + forwardWithTensors:(NSArray *)tensors + error:(NSError **)error NS_SWIFT_NAME(forward(_:)); + +/** + * Executes the "forward" method with the provided single input tensor. + * + * This is a convenience method that calls the executeMethod with "forward" as + * the method name. + * + * @param tensor An ExecuTorchTensor object representing the input. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return An NSArray of ExecuTorchValue objects representing the outputs, or + * nil in case of an error. + */ +- (nullable NSArray *)forwardWithTensor: + (ExecuTorchTensor *)tensor + error:(NSError **)error + NS_SWIFT_NAME(forward(_:)); + ++ (instancetype)new NS_UNAVAILABLE; +- (instancetype)init NS_UNAVAILABLE; + +@end + +NS_ASSUME_NONNULL_END diff --git a/third-party/include/executorch/ExecuTorchTensor.h b/third-party/include/executorch/ExecuTorchTensor.h new file mode 100644 index 000000000..1f44baeee --- /dev/null +++ b/third-party/include/executorch/ExecuTorchTensor.h @@ -0,0 +1,742 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#import + +NS_ASSUME_NONNULL_BEGIN + +/** + * Enum to define the data type of a Tensor. + * Values can be a subset, but must numerically match exactly those defined in + * runtime/core/portable_type/scalar_type.h + */ +typedef NS_ENUM(int8_t, ExecuTorchDataType) { + ExecuTorchDataTypeByte, + ExecuTorchDataTypeChar, + ExecuTorchDataTypeShort, + ExecuTorchDataTypeInt, + ExecuTorchDataTypeLong, + ExecuTorchDataTypeHalf, + ExecuTorchDataTypeFloat, + ExecuTorchDataTypeDouble, + ExecuTorchDataTypeComplexHalf, + ExecuTorchDataTypeComplexFloat, + ExecuTorchDataTypeComplexDouble, + ExecuTorchDataTypeBool, + ExecuTorchDataTypeQInt8, + ExecuTorchDataTypeQUInt8, + ExecuTorchDataTypeQInt32, + ExecuTorchDataTypeBFloat16, + ExecuTorchDataTypeQUInt4x2, + ExecuTorchDataTypeQUInt2x4, + ExecuTorchDataTypeBits1x8, + ExecuTorchDataTypeBits2x4, + ExecuTorchDataTypeBits4x2, + ExecuTorchDataTypeBits8, + ExecuTorchDataTypeBits16, + ExecuTorchDataTypeFloat8_e5m2, + ExecuTorchDataTypeFloat8_e4m3fn, + ExecuTorchDataTypeFloat8_e5m2fnuz, + ExecuTorchDataTypeFloat8_e4m3fnuz, + ExecuTorchDataTypeUInt16, + ExecuTorchDataTypeUInt32, + ExecuTorchDataTypeUInt64, + ExecuTorchDataTypeUndefined, + ExecuTorchDataTypeNumOptions, +} NS_SWIFT_NAME(DataType); + +/** + * Enum to define the shape dynamism of a Tensor. + * Values can be a subset, but must numerically match exactly those defined in + * runtime/core/tensor_shape_dynamism.h + */ +typedef NS_ENUM(uint8_t, ExecuTorchShapeDynamism) { + ExecuTorchShapeDynamismStatic, + ExecuTorchShapeDynamismDynamicBound, + ExecuTorchShapeDynamismDynamicUnbound, +} NS_SWIFT_NAME(ShapeDynamism); + +/** + * Returns the size in bytes of the specified data type. + * + * @param dataType An ExecuTorchDataType value representing the tensor's element + * type. + * @return An NSInteger indicating the size in bytes. + */ +FOUNDATION_EXPORT +__attribute__((deprecated("This API is experimental."))) NSInteger +ExecuTorchSizeOfDataType(ExecuTorchDataType dataType) + NS_SWIFT_NAME(size(ofDataType:)); + +/** + * Computes the total number of elements in a tensor based on its shape. + * + * @param shape An NSArray of NSNumber objects, where each element represents a + * dimension size. + * @return An NSInteger equal to the product of the sizes of all dimensions. + */ +FOUNDATION_EXPORT +__attribute__((deprecated("This API is experimental."))) NSInteger +ExecuTorchElementCountOfShape(NSArray *shape) + NS_SWIFT_NAME(elementCount(ofShape:)); + +/** + * A tensor class for ExecuTorch operations. + * + * This class encapsulates a native TensorPtr instance and provides a variety of + * initializers and utility methods to work with tensor data. + */ +NS_SWIFT_NAME(Tensor) +__attribute__((deprecated("This API is experimental."))) +@interface ExecuTorchTensor : NSObject + +/** + * Pointer to the underlying native TensorPtr instance. + * + * @return A raw pointer to the native TensorPtr held by this Tensor class. + */ +@property(nonatomic, readonly) void *nativeInstance NS_SWIFT_UNAVAILABLE(""); + +/** + * The data type of the tensor. + * + * @return An ExecuTorchDataType value representing the tensor's element type. + */ +@property(nonatomic, readonly) ExecuTorchDataType dataType; + +/** + * The shape of the tensor. + * + * @return An NSArray of NSNumber objects representing the size of each + * dimension. + */ +@property(nonatomic, readonly) NSArray *shape; + +/** + * The order of dimensions in the tensor. + * + * @return An NSArray of NSNumber objects representing the tensor’s dimension + * order. + */ +@property(nonatomic, readonly) NSArray *dimensionOrder; + +/** + * The strides of the tensor. + * + * @return An NSArray of NSNumber objects representing the step sizes for each + * dimension. + */ +@property(nonatomic, readonly) NSArray *strides; + +/** + * The dynamism of the tensor's shape. + * + * @return An ExecuTorchShapeDynamism value indicating whether the tensor shape + * is static or dynamic. + */ +@property(nonatomic, readonly) ExecuTorchShapeDynamism shapeDynamism; + +/** + * The total number of elements in the tensor. + * + * @return An NSInteger representing the total element count. + */ +@property(nonatomic, readonly) NSInteger count; + +/** + * Initializes a tensor with a native TensorPtr instance. + * + * @param nativeInstance A pointer to a native TensorPtr instance. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithNativeInstance:(void *)nativeInstance + NS_DESIGNATED_INITIALIZER NS_SWIFT_UNAVAILABLE(""); + +/** + * Creates a new tensor by copying an existing tensor. + * + * @param otherTensor The tensor instance to copy. + * @return A new ExecuTorchTensor instance that is a copy of otherTensor. + */ +- (instancetype)initWithTensor:(ExecuTorchTensor *)otherTensor + NS_SWIFT_NAME(init(_:)); + +/** + * Returns a copy of the tensor. + * + * @return A new ExecuTorchTensor instance that is a duplicate of the current + * tensor. + */ +- (instancetype)copy; + +/** + * Executes a block with a pointer to the tensor's immutable byte data. + * + * @param handler A block that receives: + * - a pointer to the data, + * - the total number of elements, + * - and the data type. + */ +- (void)bytesWithHandler:(void (^)(const void *pointer, NSInteger count, + ExecuTorchDataType dataType))handler + NS_SWIFT_NAME(bytes(_:)); + +/** + * Executes a block with a pointer to the tensor's mutable byte data. + * + * @param handler A block that receives: + * - a mutable pointer to the data, + * - the total number of elements, + * - and the data type. + */ +- (void)mutableBytesWithHandler:(void (^)(void *pointer, NSInteger count, + ExecuTorchDataType dataType))handler + NS_SWIFT_NAME(mutableBytes(_:)); + +/** + * Resizes the tensor to a new shape. + * + * @param shape An NSArray of NSNumber objects representing the desired new + * shape. + * @param error A pointer to an NSError pointer that is set if an error occurs. + * @return YES if the tensor was successfully resized; otherwise, NO. + */ +- (BOOL)resizeToShape:(NSArray *)shape + error:(NSError **)error NS_SWIFT_NAME(resize(to:)); + +/** + * Determines whether the current tensor is equal to another tensor. + * + * @param other Another ExecuTorchTensor instance to compare against. + * @return YES if the tensors have the same type, shape, strides, and data; + * otherwise, NO. + */ +- (BOOL)isEqualToTensor:(nullable ExecuTorchTensor *)other; + ++ (instancetype)new NS_UNAVAILABLE; +- (instancetype)init NS_UNAVAILABLE; + +@end + +#pragma mark - BytesNoCopy Category + +@interface ExecuTorchTensor (BytesNoCopy) + +/** + * Initializes a tensor without copying the provided data. + * + * @param pointer A pointer to the data buffer. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param strides An NSArray of NSNumber objects representing the tensor's + * strides. + * @param dimensionOrder An NSArray of NSNumber objects indicating the order of + * dimensions. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating whether the + * shape is static or dynamic. + * @return An initialized ExecuTorchTensor instance using the provided data + * buffer. + */ +- (instancetype)initWithBytesNoCopy:(void *)pointer + shape:(NSArray *)shape + strides:(NSArray *)strides + dimensionOrder:(NSArray *)dimensionOrder + dataType:(ExecuTorchDataType)dataType + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism; + +/** + * Initializes a tensor without copying data using dynamic bound shape (default + * strides and dimension order). + * + * @param pointer A pointer to the data buffer. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param strides An NSArray of NSNumber objects representing the tensor's + * strides. + * @param dimensionOrder An NSArray of NSNumber objects indicating the order of + * dimensions. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithBytesNoCopy:(void *)pointer + shape:(NSArray *)shape + strides:(NSArray *)strides + dimensionOrder:(NSArray *)dimensionOrder + dataType:(ExecuTorchDataType)dataType; + +/** + * Initializes a tensor without copying data, with an explicit shape dynamism. + * + * @param pointer A pointer to the data buffer. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape + * dynamism. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithBytesNoCopy:(void *)pointer + shape:(NSArray *)shape + dataType:(ExecuTorchDataType)dataType + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism; + +/** + * Initializes a tensor without copying data, specifying only the shape and data + * type. + * + * @param pointer A pointer to the data buffer. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithBytesNoCopy:(void *)pointer + shape:(NSArray *)shape + dataType:(ExecuTorchDataType)dataType; + +@end + +#pragma mark - Bytes Category + +@interface ExecuTorchTensor (Bytes) + +/** + * Initializes a tensor by copying bytes from the provided pointer. + * + * @param pointer A pointer to the source data buffer. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param strides An NSArray of NSNumber objects representing the tensor's + * strides. + * @param dimensionOrder An NSArray of NSNumber objects indicating the order of + * dimensions. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape + * dynamism. + * @return An initialized ExecuTorchTensor instance with its own copy of the + * data. + */ +- (instancetype)initWithBytes:(const void *)pointer + shape:(NSArray *)shape + strides:(NSArray *)strides + dimensionOrder:(NSArray *)dimensionOrder + dataType:(ExecuTorchDataType)dataType + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism; + +/** + * Initializes a tensor by copying bytes from the provided pointer with dynamic + * bound shape. + * + * @param pointer A pointer to the source data buffer. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param strides An NSArray of NSNumber objects representing the tensor's + * strides. + * @param dimensionOrder An NSArray of NSNumber objects indicating the order of + * dimensions. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance with its own copy of the + * data. + */ +- (instancetype)initWithBytes:(const void *)pointer + shape:(NSArray *)shape + strides:(NSArray *)strides + dimensionOrder:(NSArray *)dimensionOrder + dataType:(ExecuTorchDataType)dataType; + +/** + * Initializes a tensor by copying bytes from the provided pointer, specifying + * shape, data type, and explicit shape dynamism. + * + * @param pointer A pointer to the source data buffer. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape + * dynamism. + * @return An initialized ExecuTorchTensor instance with its own copy of the + * data. + */ +- (instancetype)initWithBytes:(const void *)pointer + shape:(NSArray *)shape + dataType:(ExecuTorchDataType)dataType + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism; + +/** + * Initializes a tensor by copying bytes from the provided pointer, specifying + * only the shape and data type. + * + * @param pointer A pointer to the source data buffer. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance with its own copy of the + * data. + */ +- (instancetype)initWithBytes:(const void *)pointer + shape:(NSArray *)shape + dataType:(ExecuTorchDataType)dataType; + +@end + +#pragma mark - Data Category + +@interface ExecuTorchTensor (Data) + +/** + * Initializes a tensor using an NSData object as the underlying data buffer. + * + * @param data An NSData object containing the tensor data. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param strides An NSArray of NSNumber objects representing the tensor's + * strides. + * @param dimensionOrder An NSArray of NSNumber objects indicating the order of + * dimensions. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape + * dynamism. + * @return An initialized ExecuTorchTensor instance using the provided data. + */ +- (instancetype)initWithData:(NSData *)data + shape:(NSArray *)shape + strides:(NSArray *)strides + dimensionOrder:(NSArray *)dimensionOrder + dataType:(ExecuTorchDataType)dataType + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism; + +/** + * Initializes a tensor using an NSData object as the underlying data buffer + * with dynamic bound shape. + * + * @param data An NSData object containing the tensor data. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param strides An NSArray of NSNumber objects representing the tensor's + * strides. + * @param dimensionOrder An NSArray of NSNumber objects indicating the order of + * dimensions. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance using the provided data. + */ +- (instancetype)initWithData:(NSData *)data + shape:(NSArray *)shape + strides:(NSArray *)strides + dimensionOrder:(NSArray *)dimensionOrder + dataType:(ExecuTorchDataType)dataType; + +/** + * Initializes a tensor using an NSData object as the underlying data buffer, + * specifying shape, data type, and explicit shape dynamism. + * + * @param data An NSData object containing the tensor data. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape + * dynamism. + * @return An initialized ExecuTorchTensor instance using the provided data. + */ +- (instancetype)initWithData:(NSData *)data + shape:(NSArray *)shape + dataType:(ExecuTorchDataType)dataType + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism; + +/** + * Initializes a tensor using an NSData object as the underlying data buffer, + * specifying only the shape and data type. + * + * @param data An NSData object containing the tensor data. + * @param shape An NSArray of NSNumber objects representing the tensor's shape. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance using the provided data. + */ +- (instancetype)initWithData:(NSData *)data + shape:(NSArray *)shape + dataType:(ExecuTorchDataType)dataType; + +@end + +#pragma mark - Scalars Category + +@interface ExecuTorchTensor (Scalars) + +/** + * Initializes a tensor with an array of scalar values and full tensor + * properties. + * + * @param scalars An NSArray of NSNumber objects representing the scalar values. + * @param shape An NSArray of NSNumber objects representing the desired tensor + * shape. + * @param strides An NSArray of NSNumber objects representing the tensor + * strides. + * @param dimensionOrder An NSArray of NSNumber objects indicating the order of + * dimensions. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape + * dynamism. + * @return An initialized ExecuTorchTensor instance containing the provided + * scalar values. + */ +- (instancetype)initWithScalars:(NSArray *)scalars + shape:(NSArray *)shape + strides:(NSArray *)strides + dimensionOrder:(NSArray *)dimensionOrder + dataType:(ExecuTorchDataType)dataType + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism + NS_SWIFT_NAME(init(_:shape:strides:dimensionOrder:dataType:shapeDynamism:)); + +/** + * Initializes a tensor with an array of scalar values, specifying shape, + * strides, dimension order, and data type, using a default dynamic bound shape + * for shape dynamism. + * + * @param scalars An NSArray of NSNumber objects representing the scalar values. + * @param shape An NSArray of NSNumber objects representing the desired tensor + * shape. + * @param strides An NSArray of NSNumber objects representing the tensor + * strides. + * @param dimensionOrder An NSArray of NSNumber objects indicating the order of + * dimensions. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance containing the scalar + * values. + */ +- (instancetype)initWithScalars:(NSArray *)scalars + shape:(NSArray *)shape + strides:(NSArray *)strides + dimensionOrder:(NSArray *)dimensionOrder + dataType:(ExecuTorchDataType)dataType + NS_SWIFT_NAME(init(_:shape:strides:dimensionOrder:dataType:)); + +/** + * Initializes a tensor with an array of scalar values, specifying the desired + * shape, data type, and explicit shape dynamism. + * + * @param scalars An NSArray of NSNumber objects representing the scalar values. + * @param shape An NSArray of NSNumber objects representing the desired tensor + * shape. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape + * dynamism. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithScalars:(NSArray *)scalars + shape:(NSArray *)shape + dataType:(ExecuTorchDataType)dataType + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism + NS_SWIFT_NAME(init(_:shape:dataType:shapeDynamism:)); + +/** + * Initializes a tensor with an array of scalar values and a specified shape, + * using a default dynamic bound shape for shape dynamism. + * + * @param scalars An NSArray of NSNumber objects representing the scalar values. + * @param shape An NSArray of NSNumber objects representing the desired tensor + * shape. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithScalars:(NSArray *)scalars + shape:(NSArray *)shape + dataType:(ExecuTorchDataType)dataType + NS_SWIFT_NAME(init(_:shape:dataType:)); + +/** + * Initializes a tensor with an array of scalar values, specifying the tensor + * data type and explicit shape dynamism. The shape is deduced from the count of + * the scalar array. + * + * @param scalars An NSArray of NSNumber objects representing the scalar values. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape + * dynamism. + * @return An initialized ExecuTorchTensor instance with the shape deduced from + * the scalar count. + */ +- (instancetype)initWithScalars:(NSArray *)scalars + dataType:(ExecuTorchDataType)dataType + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism + NS_SWIFT_NAME(init(_:dataType:shapeDynamism:)); + +/** + * Initializes a tensor with an array of scalar values, specifying the tensor + * data type. The shape is deduced from the count of the scalar array. + * + * @param scalars An NSArray of NSNumber objects representing the scalar values. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance with the shape deduced from + * the scalar count. + */ +- (instancetype)initWithScalars:(NSArray *)scalars + dataType:(ExecuTorchDataType)dataType + NS_SWIFT_NAME(init(_:dataType:)); + +/** + * Initializes a tensor with an array of scalar values, a specified shape and + * explicit shape dynamism. The data type is automatically deduced from the + * first element of the array. + * + * @param scalars An NSArray of NSNumber objects representing the scalar values. + * @param shape An NSArray of NSNumber objects representing the desired tensor + * shape. + * @param shapeDynamism An ExecuTorchShapeDynamism value indicating the shape + * dynamism. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithScalars:(NSArray *)scalars + shape:(NSArray *)shape + shapeDynamism:(ExecuTorchShapeDynamism)shapeDynamism + NS_SWIFT_NAME(init(_:shape:shapeDynamism:)); + +/** + * Initializes a tensor with an array of scalar values and a specified shape. + * The data type is automatically deduced from the first element of the array. + * + * @param scalars An NSArray of NSNumber objects representing the scalar values. + * @param shape An NSArray of NSNumber objects representing the desired tensor + * shape. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithScalars:(NSArray *)scalars + shape:(NSArray *)shape + NS_SWIFT_NAME(init(_:shape:)); + +/** + * Initializes a tensor with an array of scalar values, automatically deducing + * the tensor shape and data type. + * + * @param scalars An NSArray of NSNumber objects representing the scalar values. + * @return An initialized ExecuTorchTensor instance with shape and data type + * deduced. + */ +- (instancetype)initWithScalars:(NSArray *)scalars + NS_SWIFT_NAME(init(_:)); + +@end + +@interface ExecuTorchTensor (Scalar) + +/** + * Initializes a tensor with a single scalar value and a specified data type. + * + * @param scalar An NSNumber representing the scalar value. + * @param dataType An ExecuTorchDataType value specifying the element type. + * @return An initialized ExecuTorchTensor instance representing the scalar. + */ +- (instancetype)initWithScalar:(NSNumber *)scalar + dataType:(ExecuTorchDataType)dataType + NS_SWIFT_NAME(init(_:dataType:)); + +/** + * Initializes a tensor with a single scalar value, automatically deducing its + * data type. + * + * @param scalar An NSNumber representing the scalar value. + * @return An initialized ExecuTorchTensor instance representing the scalar. + */ +- (instancetype)initWithScalar:(NSNumber *)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a byte scalar value. + * + * @param scalar A uint8_t value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithByte:(uint8_t)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a char scalar value. + * + * @param scalar An int8_t value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithChar:(int8_t)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a short scalar value. + * + * @param scalar An int16_t value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithShort:(int16_t)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with an int scalar value. + * + * @param scalar An int32_t value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithInt:(int32_t)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a long scalar value. + * + * @param scalar An int64_t value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithLong:(int64_t)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a float scalar value. + * + * @param scalar A float value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithFloat:(float)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a double scalar value. + * + * @param scalar A double value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithDouble:(double)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a boolean scalar value. + * + * @param scalar A BOOL value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithBool:(BOOL)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a uint16 scalar value. + * + * @param scalar A uint16_t value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithUInt16:(uint16_t)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a uint32 scalar value. + * + * @param scalar A uint32_t value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithUInt32:(uint32_t)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with a uint64 scalar value. + * + * @param scalar A uint64_t value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithUInt64:(uint64_t)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with an NSInteger scalar value. + * + * @param scalar An NSInteger value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithInteger:(NSInteger)scalar NS_SWIFT_NAME(init(_:)); + +/** + * Initializes a tensor with an NSUInteger scalar value. + * + * @param scalar An NSUInteger value. + * @return An initialized ExecuTorchTensor instance. + */ +- (instancetype)initWithUnsignedInteger:(NSUInteger)scalar + NS_SWIFT_NAME(init(_:)); + +@end + +NS_ASSUME_NONNULL_END diff --git a/third-party/include/executorch/ExecuTorchValue.h b/third-party/include/executorch/ExecuTorchValue.h new file mode 100644 index 000000000..d4e851104 --- /dev/null +++ b/third-party/include/executorch/ExecuTorchValue.h @@ -0,0 +1,219 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#import "ExecuTorchTensor.h" + +NS_ASSUME_NONNULL_BEGIN + +/** + * Enum to define the dynamic type of a Value. + * Values can be a subset, but must numerically match exactly those defined in + * runtime/core/tag.h + */ +typedef NS_ENUM(uint32_t, ExecuTorchValueTag) { + ExecuTorchValueTagNone, + ExecuTorchValueTagTensor, + ExecuTorchValueTagString, + ExecuTorchValueTagDouble, + ExecuTorchValueTagInteger, + ExecuTorchValueTagBoolean, + ExecuTorchValueTagBooleanList, + ExecuTorchValueTagDoubleList, + ExecuTorchValueTagIntegerList, + ExecuTorchValueTagTensorList, + ExecuTorchValueTagScalarList, + ExecuTorchValueTagOptionalTensorList, +} NS_SWIFT_NAME(ValueTag); + +typedef NSNumber * + ExecuTorchScalarValue NS_SWIFT_BRIDGED_TYPEDEF NS_SWIFT_NAME(ScalarValue); +typedef NSString * + ExecuTorchStringValue NS_SWIFT_BRIDGED_TYPEDEF NS_SWIFT_NAME(StringValue); +typedef BOOL + ExecuTorchBooleanValue NS_SWIFT_BRIDGED_TYPEDEF NS_SWIFT_NAME(BoolValue); +typedef NSInteger + ExecuTorchIntegerValue NS_SWIFT_BRIDGED_TYPEDEF NS_SWIFT_NAME(IntegerValue); +typedef double + ExecuTorchDoubleValue NS_SWIFT_BRIDGED_TYPEDEF NS_SWIFT_NAME(DoubleValue); + +/** + * A dynamic value type used by ExecuTorch. + * + * ExecuTorchValue encapsulates a value that may be of various types such as + * a tensor or a scalar. The value’s type is indicated by its tag. + */ +NS_SWIFT_NAME(Value) +__attribute__((deprecated("This API is experimental."))) +@interface ExecuTorchValue : NSObject + +/** + * The tag that indicates the dynamic type of the value. + * + * @return An ExecuTorchValueTag value. + */ +@property(nonatomic, readonly) ExecuTorchValueTag tag; + +/** + * The tensor value if the tag is ExecuTorchValueTagTensor. + * + * @return A Tensor instance or nil. + */ +@property(nullable, nonatomic, readonly) + ExecuTorchTensor *tensorValue NS_SWIFT_NAME(tensor); + +/** + * The string value if the tag is ExecuTorchValueTagString. + * + * @return An NSString instance or nil. + */ +@property(nullable, nonatomic, readonly) + ExecuTorchStringValue stringValue NS_SWIFT_NAME(string); + +/** + * The scalar value if the tag is boolean, integer or double. + * + * @return A scalar value or nil. + */ +@property(nullable, nonatomic, readonly) + ExecuTorchScalarValue scalarValue NS_SWIFT_NAME(scalar); + +/** + * The boolean value if the tag is ExecuTorchValueTagBoolean. + * + * @return A BOOL representing the boolean value. + */ +@property(nonatomic, readonly) + ExecuTorchBooleanValue boolValue NS_SWIFT_NAME(boolean); + +/** + * The integer value if the tag is ExecuTorchValueTagInteger. + * + * @return An NSInteger representing the integer value. + */ +@property(nonatomic, readonly) + ExecuTorchIntegerValue intValue NS_SWIFT_NAME(integer); + +/** + * The double value if the tag is ExecuTorchValueTagDouble. + * + * @return A double representing the double value. + */ +@property(nonatomic, readonly) + ExecuTorchDoubleValue doubleValue NS_SWIFT_NAME(double); + +/** + * Returns YES if the value is of type None. + * + * @return A BOOL indicating whether the value is None. + */ +@property(nonatomic, readonly) BOOL isNone; + +/** + * Returns YES if the value is a Tensor. + * + * @return A BOOL indicating whether the value is a Tensor. + */ +@property(nonatomic, readonly) BOOL isTensor; + +/** + * Returns YES if the value is a string. + * + * @return A BOOL indicating whether the value is a string. + */ +@property(nonatomic, readonly) BOOL isString; + +/** + * Returns YES if the value is a scalar (boolean, integer or double). + * + * @return A BOOL indicating whether the value is a scalar. + */ +@property(nonatomic, readonly) BOOL isScalar; + +/** + * Returns YES if the value is a boolean. + * + * @return A BOOL indicating whether the value is a boolean. + */ +@property(nonatomic, readonly) BOOL isBoolean; + +/** + * Returns YES if the value is an integer. + * + * @return A BOOL indicating whether the value is an integer. + */ +@property(nonatomic, readonly) BOOL isInteger; + +/** + * Returns YES if the value is a double. + * + * @return A BOOL indicating whether the value is a double. + */ +@property(nonatomic, readonly) BOOL isDouble; + +/** + * Creates an instance encapsulating a Tensor. + * + * @param value An ExecuTorchTensor instance. + * @return A new ExecuTorchValue instance with a tag of + * ExecuTorchValueTagTensor. + */ ++ (instancetype)valueWithTensor:(ExecuTorchTensor *)value + NS_SWIFT_NAME(init(_:)); + +/** + * Creates an instance encapsulating a string. + * + * @param value A string. + * @return A new ExecuTorchValue instance with a tag of + * ExecuTorchValueTagString. + */ ++ (instancetype)valueWithString:(ExecuTorchStringValue)value + NS_SWIFT_NAME(init(_:)); + +/** + * Creates an instance encapsulating a boolean. + * + * @param value A boolean. + * @return A new ExecuTorchValue instance with a tag of + * ExecuTorchValueTagBoolean. + */ ++ (instancetype)valueWithBoolean:(ExecuTorchBooleanValue)value + NS_SWIFT_NAME(init(_:)); + +/** + * Creates an instance encapsulating an integer. + * + * @param value An integer. + * @return A new ExecuTorchValue instance with a tag of + * ExecuTorchValueTagInteger. + */ ++ (instancetype)valueWithInteger:(ExecuTorchIntegerValue)value + NS_SWIFT_NAME(init(_:)); + +/** + * Creates an instance encapsulating a double value. + * + * @param value A double value. + * @return A new ExecuTorchValue instance with a tag of + * ExecuTorchValueTagDouble. + */ ++ (instancetype)valueWithDouble:(ExecuTorchDoubleValue)value + NS_SWIFT_NAME(init(_:)); + +/** + * Determines whether the current Value is equal to another Value. + * + * @param other Another ExecuTorchValue instance to compare against. + * @return YES if the values have the same tag and equal underlying values; + * otherwise, NO. + */ +- (BOOL)isEqualToValue:(nullable ExecuTorchValue *)other; + +@end + +NS_ASSUME_NONNULL_END diff --git a/third-party/include/executorch/extension/module/module.h b/third-party/include/executorch/extension/module/module.h new file mode 100644 index 000000000..1e7755fa7 --- /dev/null +++ b/third-party/include/executorch/extension/module/module.h @@ -0,0 +1,492 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include +#include + +#include + +namespace executorch { +namespace extension { + +/** + * A facade class for loading programs and executing methods within them. + */ +class Module { +public: + /** + * Enum to define loading behavior. + */ + enum class LoadMode { + /// Load the whole file as a buffer. + File, + /// Use mmap to load pages into memory. + Mmap, + /// Use memory locking and handle errors. + MmapUseMlock, + /// Use memory locking and ignore errors. + MmapUseMlockIgnoreErrors, + }; + + /** + * Constructs an instance by loading a program from a file with specified + * memory locking behavior. + * + * @param[in] file_path The path to the ExecuTorch program file to load. + * @param[in] load_mode The loading mode to use. + * @param[in] event_tracer A EventTracer used for tracking and logging events. + */ + explicit Module(const std::string &file_path, + const LoadMode load_mode = LoadMode::MmapUseMlock, + std::unique_ptr event_tracer = nullptr); + + /** + * Constructs an instance by loading a program from a file with specified + * memory locking behavior. + * + * @param[in] file_path The path to the ExecuTorch program file to load. + * @param[in] data_map_path The path to a .ptd file + * @param[in] load_mode The loading mode to use. + * @param[in] event_tracer A EventTracer used for tracking and logging events. + */ + explicit Module(const std::string &file_path, + const std::string &data_map_path, + const LoadMode load_mode = LoadMode::MmapUseMlock, + std::unique_ptr event_tracer = nullptr); + + /** + * Constructs an instance with the provided data loader and memory allocator. + * + * @param[in] data_loader A DataLoader used for loading program data. + * @param[in] memory_allocator A MemoryAllocator used for memory management. + * @param[in] temp_allocator A MemoryAllocator to use when allocating + * temporary data during kernel or delegate execution. + * @param[in] event_tracer A EventTracer used for tracking and logging events. + * @param[in] data_map_loader A DataLoader used for loading external weights. + */ + explicit Module( + std::unique_ptr data_loader, + std::unique_ptr memory_allocator = nullptr, + std::unique_ptr temp_allocator = nullptr, + std::unique_ptr event_tracer = nullptr, + std::unique_ptr data_map_loader = nullptr); + + /** + * Constructs an instance using an existing shared program. + * + * @param[in] program The shared program to use. It's required the data loader + * the program uses is valid for the lifetime of the program. + * @param[in] memory_allocator A MemoryAllocator used for memory management. + * @param[in] temp_allocator A MemoryAllocator to use when allocating + * temporary data. + * @param[in] event_tracer A EventTracer used for tracking and logging events. + * @param[in] data_map_loader A DataLoader used for loading external weights. + */ + explicit Module( + std::shared_ptr program, + std::unique_ptr memory_allocator = nullptr, + std::unique_ptr temp_allocator = nullptr, + std::unique_ptr event_tracer = nullptr, + std::unique_ptr data_map_loader = nullptr); + + Module(const Module &) = delete; + Module &operator=(const Module &) = delete; + Module(Module &&) = delete; + Module &operator=(Module &&) = delete; + + /** + * Loads the program if needed. + * + * @param[in] verification The type of verification to do before returning + * success. + * + * @returns An Error to indicate success or failure of the loading process. + */ + ET_NODISCARD + runtime::Error load(const runtime::Program::Verification verification = + runtime::Program::Verification::Minimal); + + /** + * Checks if the program is loaded. + * + * @returns true if the program is loaded, false otherwise. + */ + inline bool is_loaded() const { return program_ != nullptr; } + + /** + * Get the program. The data loader used by the program is guaranteed to be + * valid for the lifetime of the program. + * + * @returns Shared pointer to the program or nullptr if it's not yet loaded. + */ + inline std::shared_ptr program() const { return program_; } + + /** + * Get the number of methods available in the loaded program. + * + * @returns A Result object containing either the number of methods available + * or an error to indicate failure. + */ + runtime::Result num_methods(); + + /** + * Get a list of method names available in the loaded program. + * Loads the program and method if needed. + * + * @returns A set of strings containing the names of the methods, or an error + * if the program or method failed to load. + */ + runtime::Result> method_names(); + + /** + * Load a specific method from the program and set up memory management if + * needed. The loaded method is cached to reuse the next time it's executed. + * + * @param[in] method_name The name of the method to load. + * @param[in] planned_memory The memory-planned buffers to use for mutable + * tensor data when executing a method. + * @param[in] event_tracer Per-method event tracer to profile/trace methods + * individually. When not given, the event tracer passed to the Module + * constructor is used. Otherwise, this per-method event tracer takes + * precedence. + * + * @returns An Error to indicate success or failure. + */ + ET_NODISCARD + runtime::Error + load_method(const std::string &method_name, + runtime::HierarchicalAllocator *planned_memory = nullptr, + torch::executor::EventTracer *event_tracer = nullptr); + + ET_DEPRECATED ET_NODISCARD runtime::Error inline load_method( + const std::string &method_name, + torch::executor::EventTracer *event_tracer) { + return load_method(method_name, nullptr, event_tracer); + } + + /** + * Load the 'forward' method from the program and set up memory management if + * needed. The loaded method is cached to reuse the next time it's executed. + * + * @param[in] planned_memory The memory-planned buffers to use for mutable + * tensor data when executing the 'forward' method. + * @param[in] event_tracer An event tracer used for tracking and logging + * events. + * + * @returns An Error to indicate success or failure. + */ + ET_NODISCARD inline runtime::Error + load_forward(runtime::HierarchicalAllocator *planned_memory = nullptr, + torch::executor::EventTracer *event_tracer = nullptr) { + return load_method("forward", planned_memory, event_tracer); + } + + ET_DEPRECATED ET_NODISCARD inline runtime::Error + load_forward(torch::executor::EventTracer *event_tracer) { + return load_forward(nullptr, event_tracer); + } + + /** + * Checks if a specific method is loaded. + * + * @param[in] method_name The name of the method to check. + * + * @returns true if the method specified by method_name is loaded, false + * otherwise. + */ + inline bool is_method_loaded(const std::string &method_name) const { + return methods_.count(method_name); + } + + /** + * Get a method metadata struct by method name. + * Loads the program and method if needed. + * + * @param[in] method_name The name of the method to get the metadata for. + * + * @returns A method metadata, or an error if the program or method failed to + * load. + */ + runtime::Result + method_meta(const std::string &method_name); + + /** + * Execute a specific method with the given input values and retrieve the + * output values. Loads the program and method before executing if needed. + * + * @param[in] method_name The name of the method to execute. + * @param[in] input_values A vector of input values to be passed to the + * method. + * + * @returns A Result object containing either a vector of output values + * from the method or an error to indicate failure. + */ + ET_NODISCARD + runtime::Result> + execute(const std::string &method_name, + const std::vector &input_values); + + /** + * Execute a specific method with a single input value. + * Loads the program and method before executing if needed. + * + * @param[in] method_name The name of the method to execute. + * @param[in] input_value A value to be passed to the method. + * + * @returns A Result object containing either a vector of output values + * from the method or an error to indicate failure. + */ + ET_NODISCARD inline runtime::Result> + execute(const std::string &method_name, const runtime::EValue &input_value) { + return execute(method_name, std::vector{input_value}); + } + + /** + * Execute a specific method without any input values. + * Loads the program and method before executing if needed. + * + * @param[in] method_name The name of the method to execute. + * + * @returns A Result object containing either a vector of output values + * from the method or an error to indicate failure. + */ + ET_NODISCARD inline runtime::Result> + execute(const std::string &method_name) { + return execute(method_name, std::vector{}); + } + + /** + * Retrieve the output value of a specific method with the given input values. + * Loads the program and method before execution if needed. + * + * @param[in] method_name The name of the method to execute. + * @param[in] input_values A vector of input values to be passed to the + * method. + * + * @returns A Result object containing either the first output value from the + * method or an error to indicate failure. + */ + ET_NODISCARD inline runtime::Result + get(const std::string &method_name, + const std::vector &input_values) { + auto result = ET_UNWRAP(execute(method_name, input_values)); + if (result.empty()) { + return runtime::Error::InvalidArgument; + } + return result[0]; + } + + /** + * Retrieve the output value of a specific method with a single input value. + * Loads the program and method before execution if needed. + * + * @param[in] method_name The name of the method to execute. + * @param[in] input_value A value to be passed to the method. + * + * @returns A Result object containing either the first output value from the + * method or an error to indicate failure. + */ + ET_NODISCARD inline runtime::Result + get(const std::string &method_name, const runtime::EValue &input_value) { + return get(method_name, std::vector{input_value}); + } + + /** + * Retrieve the output value of a specific method without any input values. + * Loads the program and method before execution if needed. + * + * @param[in] method_name The name of the method to execute. + * + * @returns A Result object containing either the first output value from the + * method or an error to indicate failure. + */ + ET_NODISCARD inline runtime::Result + get(const std::string &method_name) { + return get(method_name, std::vector{}); + } + + /** + * Execute the 'forward' method with the given input values and retrieve the + * output values. Loads the program and method before executing if needed. + * + * @param[in] input_values A vector of input values for the 'forward' method. + * + * @returns A Result object containing either a vector of output values + * from the 'forward' method or an error to indicate failure. + */ + ET_NODISCARD inline runtime::Result> + forward(const std::vector &input_values) { + return execute("forward", input_values); + } + + /** + * Execute the 'forward' method with a single value. + * Loads the program and method before executing if needed. + * + * @param[in] input_value A value for the 'forward' method. + * + * @returns A Result object containing either a vector of output values + * from the 'forward' method or an error to indicate failure. + */ + ET_NODISCARD inline runtime::Result> + forward(const runtime::EValue &input_value) { + return forward(std::vector{input_value}); + } + + /** + * Execute the 'forward' method without any input values. + * Loads the program and method before executing if needed. + * + * @returns A Result object containing either a vector of output values + * from the 'forward' method or an error to indicate failure. + */ + ET_NODISCARD inline runtime::Result> forward() { + return forward(std::vector{}); + } + + /** + * Sets a single input value for a specific method. + * + * @param[in] method_name The name of the method. + * @param[in] input_value The EValue to set as the method input. + * @param[in] input_index Zero-based index of the input to set. + * + * @returns An Error to indicate success or failure. + */ + ET_NODISCARD + runtime::Error set_input(const std::string &method_name, + const runtime::EValue &input_value, + size_t input_index); + + /** + * Sets a single input value for the "forward" method. + * + * @param[in] input_value The EValue to set as the method input. + * @param[in] input_index Zero-based index of the input to set. + * + * @returns An Error to indicate success or failure. + */ + ET_NODISCARD + inline runtime::Error set_input(const runtime::EValue &input_value, + size_t input_index) { + return set_input("forward", input_value, input_index); + } + + /** + * Sets all input values for a specific method. + * + * @param[in] method_name The name of the method. + * @param[in] input_values A vector of EValues to set as the method inputs. + * + * @returns An Error to indicate success or failure. + */ + ET_NODISCARD + runtime::Error set_inputs(const std::string &method_name, + const std::vector &input_values); + + /** + * Sets all input values for the "forward" method. + * + * @param[in] input_values A vector of EValues to set as the method inputs. + * + * @returns An Error to indicate success or failure. + */ + ET_NODISCARD + inline runtime::Error + set_inputs(const std::vector &input_values) { + return set_inputs("forward", input_values); + } + + /** + * Sets the output tensor for a specific method. + * + * @param[in] method_name The name of the method. + * @param[in] output_value The EValue containing the Tensor to set as the + * method output. + * @param[in] output_index Zero-based index of the output to set. + * + * @returns An Error to indicate success or failure. + * + * @note Only Tensor outputs are currently supported for setting. + */ + ET_NODISCARD + runtime::Error set_output(const std::string &method_name, + runtime::EValue output_value, + size_t output_index = 0); + + /** + * Sets the output tensor for the "forward" method. + * + * @param[in] output_value The EValue containing the Tensor to set as the + * method output. + * @param[in] output_index Zero-based index of the output to set. + * + * @returns An Error to indicate success or failure. + * + * @note Only Tensor outputs are currently supported for setting. + */ + ET_NODISCARD + inline runtime::Error set_output(runtime::EValue output_value, + size_t output_index = 0) { + return set_output("forward", std::move(output_value), output_index); + } + + /** + * Retrieves the EventTracer instance being used by the Module. + * EventTracer is used for tracking and logging events during the execution + * of methods. + * + * @returns A pointer to the EventTracer instance. Returns nullptr if no + * EventTracer is set. + */ + inline runtime::EventTracer *event_tracer() const { + return event_tracer_.get(); + } + +private: + struct MethodHolder { + std::vector> planned_buffers; + std::vector> planned_spans; + std::unique_ptr planned_memory; + std::unique_ptr memory_manager; + std::unique_ptr method; + std::vector inputs; + }; + + std::string file_path_; + std::string data_map_path_; + LoadMode load_mode_{LoadMode::MmapUseMlock}; + std::shared_ptr program_; + std::unique_ptr data_loader_; + std::unique_ptr memory_allocator_; + std::unique_ptr temp_allocator_; + std::unique_ptr event_tracer_; + std::unique_ptr data_map_loader_; + std::unique_ptr data_map_; + +protected: + std::unordered_map methods_; + + friend class ExecuTorchJni; +}; + +} // namespace extension +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::extension::Module; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/extension/tensor/tensor.h b/third-party/include/executorch/extension/tensor/tensor.h new file mode 100644 index 000000000..80a41018a --- /dev/null +++ b/third-party/include/executorch/extension/tensor/tensor.h @@ -0,0 +1,13 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +// Umbrella header for the Tensor extension. +#include +#include diff --git a/third-party/include/executorch/extension/tensor/tensor_accessor.h b/third-party/include/executorch/extension/tensor/tensor_accessor.h new file mode 100644 index 000000000..d5b59b06f --- /dev/null +++ b/third-party/include/executorch/extension/tensor/tensor_accessor.h @@ -0,0 +1,190 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include + +namespace executorch { +namespace extension { +namespace internal { + +/** + * Base class template storing the underlying data with size and stride helpers. + * Inherited by TensorAccessor<> which requires specialization on rank. + */ +template class TensorAccessorBase { +public: + /// Returns the size of the underlying tensor at the given dimension. + executorch::aten::SizesType size(ssize_t i) const { + ET_CHECK_MSG(i < dim_ && i >= 0, "Dimension outside of [0, %zd], got %zd", + dim_ - 1, i); + return sizes_[i]; + } + + /// Returns the stride of the underlying tensor at the given dimension. + executorch::aten::StridesType stride(ssize_t i) const { + ET_CHECK_MSG(i < dim_ && i >= 0, "Dimension outside of [0, %zd], got %zd", + dim_ - 1, i); + return strides_[i]; + } + +protected: + TensorAccessorBase(T *data, const executorch::aten::SizesType *sizes, + const executorch::aten::StridesType *strides, ssize_t dim) + : data_(data), sizes_(sizes), strides_(strides), dim_(dim) {} + + T *data_; + const executorch::aten::SizesType *sizes_; + const executorch::aten::StridesType *strides_; + ssize_t dim_; +}; + +} // namespace internal + +/** + * TensorAccessor template with data type and rank as template parameters. No + * public constructors, can only be created using make_tensor_accessor from a + * given executorch::aten::Tensor. Use operator[] to index and obtain a lower + * rank accessor or the underlying scalar value. + */ +template +class TensorAccessor : public internal::TensorAccessorBase { +public: + /** + * Index into the the outer most dimension. + * + * @param i Index. + * @return If N > 1, a TensorAccessor with N-1 dimensions. If N == 1, a + * reference to the underlying scalar. Refer to the TensorAccessor + * specialization. + */ + TensorAccessor operator[](ssize_t i) { + return TensorAccessor(this->data_ + this->strides_[0] * i, + this->sizes_ + 1, this->strides_ + 1, + N - 1); + } + + /** + * Index into the the outer most dimension. + * + * @param i Index. + * @return If N > 1, a constant TensorAccessor with N-1 dimensions. If N == 1, + * a constant reference to the underlying scalar. Refer to the + * TensorAccessor specialization. + */ + const TensorAccessor operator[](ssize_t i) const { + return TensorAccessor(this->data_ + this->strides_[0] * i, + this->sizes_ + 1, this->strides_ + 1, + N - 1); + } + +private: + TensorAccessor(T *data, const executorch::aten::SizesType *sizes, + const executorch::aten::StridesType *strides, ssize_t dim) + : internal::TensorAccessorBase(data, sizes, strides, dim) {} + + template friend class TensorAccessor; + + template + friend executorch::runtime::Result> + make_tensor_accessor(const executorch::aten::Tensor &t); +}; + +/** + * TensorAccessor specialization for N == 1, where operator[] returns a + * reference to the underlying scalar. + */ +template +class TensorAccessor : public internal::TensorAccessorBase { +public: + /** + * Index into the the outer most dimension. + * + * @param i Index. + * @return Reference to the underlying scalar. + */ + T &operator[](ssize_t i) { return this->data_[this->strides_[0] * i]; } + + /** + * Index into the the outer most dimension. + * + * @param i Index. + * @return Constant reference to the underlying scalar. + */ + const T &operator[](ssize_t i) const { + return this->data_[this->strides_[0] * i]; + } + +private: + TensorAccessor(T *data, const executorch::aten::SizesType *sizes, + const executorch::aten::StridesType *strides, ssize_t dim) + : internal::TensorAccessorBase(data, sizes, strides, dim) {} + + template friend class TensorAccessor; + + template + friend executorch::runtime::Result> + make_tensor_accessor(const executorch::aten::Tensor &t); +}; + +/** + * Creates a TensorAccessor from the given tensor. The number of dimension + * N and the data type T's size must match those of the input tensor. For + * Executorch tensors, non-trivial dimension order is not supported. + * + * @param tensor Origin tensor. The TensorImpl inside must outlive the returned + * TensorAccessor. + * @return TensorAccessor of the input tensor. + * @retval Error::InvalidArgument Mismatch on data type or number of dimensions. + * @retval Error::NotSupported Input tensor has non-trivial dimension onrder. + */ +template +executorch::runtime::Result> +make_tensor_accessor(const executorch::aten::Tensor &tensor) { + static_assert(N > 0, "TensorAccessor is used for indexing tensors, for " + "scalar use *_data_ptr()"); + + if (N != tensor.dim()) { + ET_LOG(Error, "Expecting %zd dimensions but tensor has %zd.", + static_cast(N), static_cast(tensor.dim())); + return executorch::runtime::Error::InvalidArgument; + } + + if (sizeof(T) != tensor.element_size()) { + ET_LOG(Error, + "Size of data type template argument (%zd) not equal to tensor " + "element size (%zd)", + static_cast(sizeof(T)), + static_cast(tensor.element_size())); + return executorch::runtime::Error::InvalidArgument; + } + +#ifndef USE_ATEN_LIB + auto dim_order = tensor.dim_order(); + for (ssize_t i = 0; i < dim_order.size(); i++) { + if (dim_order[i] != i) { + ET_LOG(Error, "Non-trival dim_order not supported."); + return executorch::runtime::Error::NotSupported; + } + } +#endif + + T *ptr = nullptr; + if constexpr (std::is_const_v) { + ptr = tensor.const_data_ptr(); + } else { + ptr = tensor.mutable_data_ptr(); + } + return TensorAccessor(ptr, tensor.sizes().data(), + tensor.strides().data(), N); +} + +} // namespace extension +} // namespace executorch diff --git a/third-party/include/executorch/extension/tensor/tensor_ptr.h b/third-party/include/executorch/extension/tensor/tensor_ptr.h new file mode 100644 index 000000000..f6a8009b3 --- /dev/null +++ b/third-party/include/executorch/extension/tensor/tensor_ptr.h @@ -0,0 +1,347 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include + +#include +#include +#include + +namespace executorch { +namespace extension { + +/** + * A smart pointer type for managing the lifecycle of a Tensor. + */ +using TensorPtr = std::shared_ptr; + +/** + * Creates a TensorPtr that manages a Tensor with the specified properties. + * + * @param sizes A vector specifying the size of each dimension. + * @param data A pointer to the data buffer. + * @param dim_order A vector specifying the order of dimensions. + * @param strides A vector specifying the strides of the tensor. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies the mutability of the tensor's shape. + * @param deleter A custom deleter function for managing the lifetime of the + * data buffer. If provided, this deleter will be called when the managed Tensor + * object is destroyed. + * @return A TensorPtr that manages the newly created Tensor. + */ +TensorPtr +make_tensor_ptr(std::vector sizes, void *data, + std::vector dim_order, + std::vector strides, + const executorch::aten::ScalarType type = + executorch::aten::ScalarType::Float, + const executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND, + std::function deleter = nullptr); + +/** + * Creates a TensorPtr that manages a Tensor with the specified properties. + * + * @param sizes A vector specifying the size of each dimension. + * @param data A pointer to the data buffer. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies the mutability of the tensor's shape. + * @param deleter A custom deleter function for managing the lifetime of the + * data buffer. If provided, this deleter will be called when the managed Tensor + * object is destroyed. + * @return A TensorPtr that manages the newly created Tensor. + */ +inline TensorPtr +make_tensor_ptr(std::vector sizes, void *data, + const executorch::aten::ScalarType type = + executorch::aten::ScalarType::Float, + const executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND, + std::function deleter = nullptr) { + return make_tensor_ptr(std::move(sizes), data, {}, {}, type, dynamism, + std::move(deleter)); +} + +/** + * Creates a TensorPtr that manages a Tensor with the specified properties. + * + * This template overload is specialized for cases where the tensor data is + * provided as a vector. The scalar type is automatically deduced from the + * vector's data type. If the specified `type` differs from the deduced type of + * the vector's elements, and casting is allowed, the data will be cast to the + * specified `type`. This allows for flexible creation of tensors with data + * vectors of one type and a different scalar type. + * + * @tparam T The C++ type of the tensor elements, deduced from the vector. + * @param sizes A vector specifying the size of each dimension. + * @param data A vector containing the tensor's data. + * @param dim_order A vector specifying the order of dimensions. + * @param strides A vector specifying the strides of each dimension. + * @param type The scalar type of the tensor elements. If it differs from the + * deduced type, the data will be cast to this type if allowed. + * @param dynamism Specifies the mutability of the tensor's shape. + * @return A TensorPtr that manages the newly created TensorImpl. + */ +template ::value> +inline TensorPtr +make_tensor_ptr(std::vector sizes, + std::vector data, + std::vector dim_order = {}, + std::vector strides = {}, + executorch::aten::ScalarType type = deduced_type, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + if (type != deduced_type) { + ET_CHECK_MSG(runtime::canCast(deduced_type, type), + "Cannot cast deduced type to specified type."); + std::vector casted_data(data.size() * runtime::elementSize(type)); + ET_SWITCH_REALHBBF16_TYPES(type, nullptr, "make_tensor_ptr", CTYPE, [&] { + std::transform(data.begin(), data.end(), + reinterpret_cast(casted_data.data()), + [](const T &val) { return static_cast(val); }); + }); + const auto raw_data_ptr = casted_data.data(); + auto data_ptr = + std::make_shared>(std::move(casted_data)); + return make_tensor_ptr(std::move(sizes), raw_data_ptr, std::move(dim_order), + std::move(strides), type, dynamism, + [data_ptr = std::move(data_ptr)](void *) {}); + } + const auto raw_data_ptr = data.data(); + auto data_ptr = std::make_shared>(std::move(data)); + return make_tensor_ptr(std::move(sizes), raw_data_ptr, std::move(dim_order), + std::move(strides), type, dynamism, + [data_ptr = std::move(data_ptr)](void *) {}); +} + +/** + * Creates a TensorPtr that manages a Tensor with the specified properties. + * + * This template overload is specialized for cases where the tensor data is + * provided as a vector. The scalar type is automatically deduced from the + * vector's data type. If the specified `type` differs from the deduced type of + * the vector's elements, and casting is allowed, the data will be cast to the + * specified `type`. This allows for flexible creation of tensors with data + * vectors of one type and a different scalar type. + * + * @tparam T The C++ type of the tensor elements, deduced from the vector. + * @param data A vector containing the tensor's data. + * @param type The scalar type of the tensor elements. If it differs from the + * deduced type, the data will be cast to this type if allowed. + * @param dynamism Specifies the mutability of the tensor's shape. + * @return A TensorPtr that manages the newly created TensorImpl. + */ +template ::value> +inline TensorPtr +make_tensor_ptr(std::vector data, + executorch::aten::ScalarType type = deduced_type, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + std::vector sizes{ + executorch::aten::SizesType(data.size())}; + return make_tensor_ptr(std::move(sizes), std::move(data), {0}, {1}, type, + dynamism); +} + +/** + * Creates a TensorPtr that manages a Tensor with the specified properties. + * + * This template overload is specialized for cases where the tensor data is + * provided as an initializer list. The scalar type is automatically deduced + * from the initializer list's data type. If the specified `type` differs from + * the deduced type of the initializer list's elements, and casting is allowed, + * the data will be cast to the specified `type`. This allows for flexible + * creation of tensors with data vectors of one type and a different scalar + * type. + * + * @tparam T The C++ type of the tensor elements, deduced from the initializer + * list. + * @param sizes A vector specifying the size of each dimension. + * @param list An initializer list containing the tensor's data. + * @param dim_order A vector specifying the order of dimensions. + * @param strides A vector specifying the strides of each dimension. + * @param type The scalar type of the tensor elements. If it differs from the + * deduced type, the data will be cast to this type if allowed. + * @param dynamism Specifies the mutability of the tensor's shape. + * @return A TensorPtr that manages the newly created TensorImpl. + */ +template ::value> +inline TensorPtr +make_tensor_ptr(std::vector sizes, + std::initializer_list list, + std::vector dim_order = {}, + std::vector strides = {}, + executorch::aten::ScalarType type = deduced_type, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return make_tensor_ptr(std::move(sizes), std::vector(std::move(list)), + std::move(dim_order), std::move(strides), type, + dynamism); +} + +/** + * Creates a TensorPtr that manages a Tensor with the specified properties. + * + * This template overload allows creating a Tensor from an initializer list + * of data. The scalar type is automatically deduced from the type of the + * initializer list's elements. If the specified `type` differs from + * the deduced type of the initializer list's elements, and casting is allowed, + * the data will be cast to the specified `type`. This allows for flexible + * creation of tensors with data vectors of one type and a different scalar + * type. + * + * @tparam T The C++ type of the tensor elements, deduced from the initializer + * list. + * @param list An initializer list containing the tensor's data. + * @param type The scalar type of the tensor elements. If it differs from the + * deduced type, the data will be cast to this type if allowed. + * @param dynamism Specifies the mutability of the tensor's shape. + * @return A TensorPtr that manages the newly created TensorImpl. + */ +template ::value> +inline TensorPtr +make_tensor_ptr(std::initializer_list list, + executorch::aten::ScalarType type = deduced_type, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + std::vector sizes{ + executorch::aten::SizesType(list.size())}; + return make_tensor_ptr(std::move(sizes), std::move(list), {0}, {1}, type, + dynamism); +} + +/** + * Creates a TensorPtr that manages a Tensor with a single scalar value. + * + * @tparam T The C++ type of the scalar value. + * @param value The scalar value to be used for the Tensor. + * @return A TensorPtr that manages the newly created TensorImpl. + */ +template inline TensorPtr make_tensor_ptr(T value) { + return make_tensor_ptr({}, std::vector{value}); +} + +/** + * Creates a TensorPtr that manages a Tensor with the specified properties. + * + * This overload accepts a raw memory buffer stored in a std::vector + * and a scalar type to interpret the data. The vector is managed, and the + * memory's lifetime is tied to the TensorImpl. + * + * @param sizes A vector specifying the size of each dimension. + * @param data A vector containing the raw memory for the tensor's data. + * @param dim_order A vector specifying the order of dimensions. + * @param strides A vector specifying the strides of each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies the mutability of the tensor's shape. + * @return A TensorPtr managing the newly created Tensor. + */ +TensorPtr make_tensor_ptr( + std::vector sizes, std::vector data, + std::vector dim_order, + std::vector strides, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND); + +/** + * Creates a TensorPtr that manages a Tensor with the specified properties. + * + * This overload accepts a raw memory buffer stored in a std::vector + * and a scalar type to interpret the data. The vector is managed, and the + * memory's lifetime is tied to the TensorImpl. + * + * @param sizes A vector specifying the size of each dimension. + * @param data A vector containing the raw memory for the tensor's data. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies the mutability of the tensor's shape. + * @return A TensorPtr managing the newly created Tensor. + */ +inline TensorPtr make_tensor_ptr( + std::vector sizes, std::vector data, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return make_tensor_ptr(std::move(sizes), std::move(data), {}, {}, type, + dynamism); +} + +/** + * Creates a TensorPtr to manage a new Tensor with the same properties + * as the given Tensor, sharing the same data without owning it. + * + * @param tensor The Tensor whose properties are used to create a new TensorPtr. + * @return A new TensorPtr managing a Tensor with the same properties as the + * original. + */ +inline TensorPtr make_tensor_ptr(const executorch::aten::Tensor &tensor) { + return make_tensor_ptr( + std::vector(tensor.sizes().begin(), + tensor.sizes().end()), + tensor.mutable_data_ptr(), +#ifndef USE_ATEN_LIB + std::vector(tensor.dim_order().begin(), + tensor.dim_order().end()), + std::vector(tensor.strides().begin(), + tensor.strides().end()), + tensor.scalar_type(), tensor.shape_dynamism() +#else // USE_ATEN_LIB + {}, + std::vector(tensor.strides().begin(), + tensor.strides().end()), + tensor.scalar_type() +#endif // USE_ATEN_LIB + ); +} + +/** + * Creates a TensorPtr that manages a new Tensor with the same properties + * as the given Tensor, but with a copy of the data owned by the returned + * TensorPtr, or nullptr if the original data is null. + * + * @param tensor The Tensor to clone. + * @return A new TensorPtr that manages a Tensor with the same properties as the + * original but with copied data. + */ +TensorPtr clone_tensor_ptr(const executorch::aten::Tensor &tensor); + +/** + * Creates a new TensorPtr by cloning the given TensorPtr, copying the + * underlying data. + * + * @param tensor The TensorPtr to clone. + * @return A new TensorPtr that manages a Tensor with the same properties as the + * original but with copied data. + */ +inline TensorPtr clone_tensor_ptr(const TensorPtr &tensor) { + return clone_tensor_ptr(*tensor); +} + +/** + * Resizes the Tensor managed by the provided TensorPtr to the new sizes. + * + * @param tensor A TensorPtr managing the Tensor to resize. + * @param sizes A vector representing the new sizes for each dimension. + * @return Error::Ok on success, or an appropriate error code on failure. + */ +ET_NODISCARD +runtime::Error +resize_tensor_ptr(TensorPtr &tensor, + const std::vector &sizes); + +} // namespace extension +} // namespace executorch diff --git a/third-party/include/executorch/extension/tensor/tensor_ptr_maker.h b/third-party/include/executorch/extension/tensor/tensor_ptr_maker.h new file mode 100644 index 000000000..c550b400f --- /dev/null +++ b/third-party/include/executorch/extension/tensor/tensor_ptr_maker.h @@ -0,0 +1,653 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace extension { + +/** + * A helper class for creating TensorPtr instances from raw data and tensor + * properties. Note that the TensorPtr created by this class does not own the + * data, so the data must outlive the TensorPtr. + * + * TensorPtrMaker provides a fluent interface for specifying various tensor + * properties, such as type, sizes, data pointer, dimension order, strides, and + * shape dynamism. The final tensor is created by invoking make_tensor_ptr() or + * by converting TensorPtrMaker to TensorPtr. + */ +class TensorPtrMaker final { +public: + // This class may have non-copyable members in the future. + TensorPtrMaker(const TensorPtrMaker &) = delete; + TensorPtrMaker &operator=(const TensorPtrMaker &) = delete; + // But it is movable. + TensorPtrMaker(TensorPtrMaker &&) = default; + TensorPtrMaker &operator=(TensorPtrMaker &&) = default; + + /** + * Sets the scalar type of the tensor elements. + * + * @param type The scalar type (e.g., float, int, bool). + * @return Rvalue to this TensorPtrMaker for method chaining. + */ + TensorPtrMaker &&type(executorch::aten::ScalarType type) { + type_ = type; + return std::move(*this); + } + + /** + * Sets the order of dimensions in memory. + * + * @param dim_order A vector specifying the dimension order. + * @return Rvalue to this TensorPtrMaker for method chaining. + */ + TensorPtrMaker && + dim_order(std::vector dim_order) { + dim_order_ = std::move(dim_order); + return std::move(*this); + } + + /** + * Sets the strides for each dimension of the tensor. + * + * @param strides A vector specifying the stride for each dimension. + * @return Rvalue to this TensorPtrMaker for method chaining. + */ + TensorPtrMaker &&strides(std::vector strides) { + strides_ = std::move(strides); + return std::move(*this); + } + + /** + * Sets the shape dynamism of the tensor. + * + * @param dynamism Specifies whether the tensor's shape is static, dynamic, or + * bounded. + * @return Rvalue to this TensorPtrMaker for method chaining. + */ + TensorPtrMaker &&dynamism(executorch::aten::TensorShapeDynamism dynamism) { + dynamism_ = dynamism; + return std::move(*this); + } + + /** + * Sets a custom deleter function to manage the lifetime of the data buffer. + * + * @param deleter A function that will be called to delete the data buffer + * when the Tensor object managed by the TensorPtr is destroyed. Explicitly + * consuming an rvalue to avoid unnecessary copies when the deleter is a + * lambda that has captured some state. + * @return Rvalue to this TensorPtrMaker for method chaining. + */ + TensorPtrMaker &&deleter(std::function &&deleter) { + deleter_ = std::move(deleter); + return std::move(*this); + } + + /** + * Creates and returns a TensorPtr instance using the properties set in this + * TensorPtrMaker. + * + * @return A TensorPtr instance that manages the newly created Tensor. + */ + TensorPtr make_tensor_ptr() && { + return ::executorch::extension::make_tensor_ptr( + std::move(sizes_), data_, std::move(dim_order_), std::move(strides_), + type_, dynamism_, std::move(deleter_)); + } + + /** + * Implicit conversion operator to create a TensorPtr. + * + * @return A TensorPtr instance that manages the newly created Tensor. + */ + operator TensorPtr() && { return std::move(*this).make_tensor_ptr(); } + +private: + TensorPtrMaker(void *data, std::vector sizes, + executorch::aten::ScalarType type) + : sizes_(std::move(sizes)), data_(data), type_(type) {} + +private: + // The following properties are required to create a Tensor. + friend TensorPtrMaker for_blob(void *data, + std::vector sizes, + executorch::aten::ScalarType type); + +private: + std::vector sizes_; + std::vector strides_; + std::vector dim_order_; + std::function deleter_ = nullptr; + void *data_ = nullptr; + executorch::aten::ScalarType type_ = executorch::aten::ScalarType::Float; + executorch::aten::TensorShapeDynamism dynamism_ = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND; +}; + +/** + * Creates a TensorPtrMaker instance for building a TensorPtr from a raw data + * pointer and tensor sizes. + * + * The TensorPtrMaker returned by this function allows for further customization + * of the tensor's properties, such as data type, dimension order, strides, and + * shape dynamism, before finalizing the TensorPtr creation. + * + * @param data A pointer to the raw data to be used by the tensor. It must + * outlive the TensorPtr created by this function. + * @param sizes A vector specifying the size of each dimension. + * @param type The scalar type of the tensor elements. + * @return A TensorPtrMaker instance for creating a TensorPtr. + */ +inline TensorPtrMaker for_blob( + void *data, std::vector sizes, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float) { + return TensorPtrMaker(data, std::move(sizes), type); +} + +/** + * Creates a TensorPtr from a raw data pointer and tensor sizes, with an + * optional dynamism setting. + * + * This function provides a convenient way to create a tensor from existing + * data, with the option to specify whether the tensor's shape is static or + * dynamic. + * + * @param data A pointer to the raw data used by the tensor. The data must + * outlive the TensorPtr created by this function. + * @param sizes A vector specifying the size of each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr from_blob( + void *data, std::vector sizes, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return for_blob(data, std::move(sizes), type) + .dynamism(dynamism) + .make_tensor_ptr(); +} + +/** + * Creates a TensorPtr from a raw data pointer, tensor sizes, and strides, with + * an optional dynamism setting. + * + * This function allows for the creation of a tensor from existing data, with + * the option to specify custom strides for each dimension and whether the + * tensor’s shape is static, dynamic, or bounded. + * + * @param data A pointer to the raw data used by the tensor. The data must + * outlive the TensorPtr created by this function. + * @param sizes A vector specifying the size of each dimension. + * @param strides A vector specifying the stride for each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static, dynamic, or + * bounded. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr from_blob( + void *data, std::vector sizes, + std::vector strides, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return for_blob(data, std::move(sizes), type) + .strides(std::move(strides)) + .dynamism(dynamism) + .make_tensor_ptr(); +} + +/** + * Creates a TensorPtr from a raw data pointer and tensor sizes, with an + * optional dynamism setting. + * + * This function is a convenient way to create a tensor from existing data, with + * the option to specify whether the tensor's shape is static, dynamic, or + * bounded. + * + * @param data A pointer to the raw data to be used by the tensor. It must + * outlive the TensorPtr created by this function. + * @param sizes A vector specifying the size of each dimension. + * @param type The scalar type of the tensor elements. + * @param deleter A function to delete the data when it's no longer needed. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance that manages the newly created Tensor. + */ +inline TensorPtr +from_blob(void *data, std::vector sizes, + executorch::aten::ScalarType type, + std::function &&deleter, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return for_blob(data, std::move(sizes), type) + .deleter(std::move(deleter)) + .dynamism(dynamism) + .make_tensor_ptr(); +} + +/** + * Creates a TensorPtr from a raw data pointer, tensor sizes, and strides, with + * an optional dynamism setting. + * + * This function allows for the creation of a tensor from existing data, with + * the option to specify custom strides for each dimension and whether the + * tensor's shape is static, dynamic, or bounded. + * + * @param data A pointer to the raw data to be used by the tensor. It must + * outlive the TensorPtr created by this function. + * @param sizes A vector specifying the size of each dimension. + * @param strides A vector specifying the stride for each dimension. + * @param type The scalar type of the tensor elements. + * @param deleter A function to delete the data when it's no longer needed. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance that manages the newly created Tensor. + */ +inline TensorPtr +from_blob(void *data, std::vector sizes, + std::vector strides, + executorch::aten::ScalarType type, + std::function &&deleter, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return for_blob(data, std::move(sizes), type) + .strides(std::move(strides)) + .deleter(std::move(deleter)) + .dynamism(dynamism) + .make_tensor_ptr(); +} + +/** + * Creates a TensorPtr with the specified sizes, strides, and properties. + * + * This function allocates memory for the tensor elements but does not + * initialize them with any specific values. The tensor is created with the + * specified strides. + * + * @param sizes A vector specifying the size of each dimension. + * @param strides A vector specifying the stride for each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +TensorPtr empty_strided( + std::vector sizes, + std::vector strides, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND); + +/** + * Creates an empty TensorPtr with the same size and properties as the given + * tensor. + * + * This function allocates memory for the tensor elements but does not + * initialize them with any specific values. + * + * @param other A reference to another tensor, whose size and properties are + * used. + * @param type The scalar type of the tensor elements. If not provided, the + * scalar type of the other tensor is used. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr empty_like( + const TensorPtr &other, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Undefined, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + if (type == executorch::aten::ScalarType::Undefined) { + type = other->scalar_type(); + } + return empty_strided({other->sizes().begin(), other->sizes().end()}, + {other->strides().begin(), other->strides().end()}, type, + dynamism); +} + +/** + * Creates an empty TensorPtr with the specified sizes and properties. + * + * This function allocates memory for the tensor elements but does not + * initialize them with any specific values. + * + * @param sizes A vector specifying the size of each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr +empty(std::vector sizes, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return empty_strided(std::move(sizes), {}, type, dynamism); +} + +/** + * Creates a TensorPtr filled with the specified value. + * + * @param sizes A vector specifying the size of each dimension. + * @param strides A vector specifying the stride for each dimension. + * @param fill_value The value to fill the tensor with. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +TensorPtr full_strided( + std::vector sizes, + std::vector strides, + executorch::aten::Scalar fill_value, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND); + +/** + * Creates a TensorPtr filled with the specified value, with the same size and + * properties as another tensor. + * + * @param other A reference to another tensor, whose size and properties will be + * used. + * @param fill_value The value to fill the tensor with. + * @param type The scalar type of the tensor elements. If not specified, the + * scalar type of the other tensor is used. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr full_like( + const TensorPtr &other, executorch::aten::Scalar fill_value, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Undefined, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + if (type == executorch::aten::ScalarType::Undefined) { + type = other->scalar_type(); + } + return full_strided({other->sizes().begin(), other->sizes().end()}, + {other->strides().begin(), other->strides().end()}, + fill_value, type, dynamism); +} + +/** + * Creates a TensorPtr filled with the specified value. + * + * @param sizes A vector specifying the size of each dimension. + * @param fill_value The value used to fill the tensor. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr +full(std::vector sizes, + executorch::aten::Scalar fill_value, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return full_strided(std::move(sizes), {}, fill_value, type, dynamism); +} + +/** + * Creates a TensorPtr holding a scalar value. + * + * @param value The scalar value for the tensor. + * @param type The scalar type of the tensor elements. + * @return A TensorPtr instance managing the newly created scalar Tensor. + */ +inline TensorPtr scalar_tensor( + executorch::aten::Scalar value, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float) { + return full({}, value, type); +} + +/** + * Creates a TensorPtr filled with ones, with the same size and properties as + * another tensor. + * + * @param other A reference to another tensor, whose size and properties are + * used. + * @param type The scalar type of the tensor elements. If not provided, the + * scalar type of the other tensor is used. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr ones_like( + const TensorPtr &other, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Undefined, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return full_like(other, 1, type, dynamism); +} + +/** + * Creates a TensorPtr filled with ones. + * + * @param sizes A vector specifying the size of each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr +ones(std::vector sizes, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return full(std::move(sizes), 1, type, dynamism); +} + +/** + * Creates a TensorPtr filled with zeros, with the same size and properties as + * another tensor. + * + * @param other A reference to another tensor, whose size and properties will be + * used. + * @param type The scalar type of the tensor elements. If not specified, the + * scalar type of the `other` tensor is used. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr zeros_like( + const TensorPtr &other, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Undefined, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return full_like(other, 0, type, dynamism); +} + +/** + * Creates a TensorPtr filled with zeros. + * + * @param sizes A vector specifying the size of each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr +zeros(std::vector sizes, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return full(std::move(sizes), 0, type, dynamism); +} + +/** + * Creates a TensorPtr filled with random values between 0 and 1. + * + * @param sizes A vector specifying the size of each dimension. + * @param strides A vector specifying the stride for each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + **/ +TensorPtr rand_strided( + std::vector sizes, + std::vector strides, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND); + +/** + * Creates a TensorPtr filled with random values between 0 and 1. + * + * @param other A reference to another tensor, whose size and properties will be + * used. + * @param type The scalar type of the tensor elements. If not specified, the + * scalar type of the other tensor is used. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr rand_like( + const TensorPtr &other, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Undefined, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + if (type == executorch::aten::ScalarType::Undefined) { + type = other->scalar_type(); + } + return rand_strided({other->sizes().begin(), other->sizes().end()}, + {other->strides().begin(), other->strides().end()}, type, + dynamism); +} + +/** + * Creates a TensorPtr filled with random values between 0 and 1. + * + * @param sizes A vector specifying the size of each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr +rand(std::vector sizes, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return rand_strided(std::move(sizes), {}, type, dynamism); +} + +/** + * Creates a TensorPtr filled with random values from a normal distribution. + * + * @param sizes A vector specifying the size of each dimension. + * @param strides A vector specifying the stride for each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +TensorPtr randn_strided( + std::vector sizes, + std::vector strides, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND); + +/** + * Creates a TensorPtr filled with random values from a normal distribution. + * + * @param other A reference to another tensor, whose size and properties will be + * used. + * @param type The scalar type of the tensor elements. If not specified, the + * scalar type of the other tensor is used. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr randn_like( + const TensorPtr &other, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Undefined, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + if (type == executorch::aten::ScalarType::Undefined) { + type = other->scalar_type(); + } + return randn_strided({other->sizes().begin(), other->sizes().end()}, + {other->strides().begin(), other->strides().end()}, type, + dynamism); +} + +/** + * Creates a TensorPtr filled with random values from a normal distribution. + * + * @param sizes A vector specifying the size of each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr +randn(std::vector sizes, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Float, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return randn_strided(std::move(sizes), {}, type, dynamism); +} + +/** + * Creates a TensorPtr filled with random integer values in the given range. + * + * @param low The lower bound (inclusive) of the random values. + * @param high The upper bound (exclusive) of the random values. + * @param sizes A vector specifying the size of each dimension. + * @param strides A vector specifying the stride for each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +TensorPtr randint_strided( + int64_t low, int64_t high, std::vector sizes, + std::vector strides, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Int, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND); + +/** + * Creates a TensorPtr filled with random integer values in the given range. + * + * @param other A reference to another tensor, whose size and properties will be + * used. + * @param low The lower bound (inclusive) of the random values. + * @param high The upper bound (exclusive) of the random values. + * @param type The scalar type of the tensor elements. If not specified, the + * scalar type of the other tensor is used. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr randint_like( + const TensorPtr &other, int64_t low, int64_t high, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Undefined, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + if (type == executorch::aten::ScalarType::Undefined) { + type = other->scalar_type(); + } + return randint_strided( + low, high, {other->sizes().begin(), other->sizes().end()}, + {other->strides().begin(), other->strides().end()}, type, dynamism); +} + +/** + * Creates a TensorPtr filled with random integer values within the specified + * range. + * + * @param low The inclusive lower bound of the random values. + * @param high The exclusive upper bound of the random values. + * @param sizes A vector specifying the size of each dimension. + * @param type The scalar type of the tensor elements. + * @param dynamism Specifies whether the tensor's shape is static or dynamic. + * @return A TensorPtr instance managing the newly created Tensor. + */ +inline TensorPtr +randint(int64_t low, int64_t high, + std::vector sizes, + executorch::aten::ScalarType type = executorch::aten::ScalarType::Int, + executorch::aten::TensorShapeDynamism dynamism = + executorch::aten::TensorShapeDynamism::DYNAMIC_BOUND) { + return randint_strided(low, high, std::move(sizes), {}, type, dynamism); +} + +} // namespace extension +} // namespace executorch diff --git a/third-party/include/executorch/runtime/backend/backend_execution_context.h b/third-party/include/executorch/runtime/backend/backend_execution_context.h new file mode 100644 index 000000000..42413073a --- /dev/null +++ b/third-party/include/executorch/runtime/backend/backend_execution_context.h @@ -0,0 +1,71 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include + +namespace executorch { +namespace runtime { + +/** + * BackendExecutionContext will be used to inject run time context. + */ +class BackendExecutionContext final { +public: + BackendExecutionContext(EventTracer *event_tracer = nullptr, + MemoryAllocator *temp_allocator = nullptr, + const char *method_name = nullptr) + : event_tracer_(event_tracer), temp_allocator_(temp_allocator), + method_name_(method_name) {} + + /** + * Returns a pointer to an instance of EventTracer to do profiling/debugging + * logging inside the delegate backend. Users will need access to this pointer + * to use any of the event tracer APIs. + */ + EventTracer *event_tracer() { return event_tracer_; } + + /** + * Returns a pointer to the address allocated by temp allocator. This + * allocator will be reset after every delegate call during execution. + */ + void *allocate(size_t size, + size_t alignment = MemoryAllocator::kDefaultAlignment) { + // TODO(chenlai): depends on the need, we may expose more functionality for + // memory allocation. + return temp_allocator_->allocate(size, alignment); + } + + /** + * Returns the temp allocator. This allocator will be reset every instruction. + */ + MemoryAllocator *get_temp_allocator() { return temp_allocator_; } + + /** + * Get the name of the executing method from the ExecuTorch runtime. + */ + const char *get_method_name() const { return method_name_; } + +private: + EventTracer *event_tracer_ = nullptr; + MemoryAllocator *temp_allocator_ = nullptr; + const char *method_name_ = nullptr; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::BackendExecutionContext; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/backend/backend_init_context.h b/third-party/include/executorch/runtime/backend/backend_init_context.h new file mode 100644 index 000000000..b691cb0cc --- /dev/null +++ b/third-party/include/executorch/runtime/backend/backend_init_context.h @@ -0,0 +1,72 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once +#include +#include + +namespace executorch { +namespace runtime { + +/** + * BackendInitContext will be used to inject runtime info for to initialize + * delegate. + */ +class BackendInitContext final { +public: + explicit BackendInitContext(MemoryAllocator *runtime_allocator, + EventTracer *event_tracer = nullptr, + const char *method_name = nullptr, + const NamedDataMap *named_data_map = nullptr) + : runtime_allocator_(runtime_allocator), method_name_(method_name), + named_data_map_(named_data_map) {} + + /** Get the runtime allocator passed from Method. It's the same runtime + * executor used by the standard executor runtime and the life span is the + * same as the model. + */ + MemoryAllocator *get_runtime_allocator() { return runtime_allocator_; } + + /** + * Returns a pointer (null if not installed) to an instance of EventTracer to + * do profiling/debugging logging inside the delegate backend. Users will need + * access to this pointer to use any of the event tracer APIs. + */ + EventTracer *event_tracer() { return event_tracer_; } + + /** Get the loaded method name from ExecuTorch runtime. Usually it's + * "forward", however, if there are multiple methods in the .pte file, it can + * be different. One example is that we may have prefill and decode methods in + * the same .pte file. In this case, when client loads "prefill" method, the + * `get_method_name` function will return "prefill", when client loads + * "decode" method, the `get_method_name` function will return "decode". + */ + const char *get_method_name() const { return method_name_; } + + /** Get the named data map from ExecuTorch runtime. + * This provides a way for backends to retrieve data blobs by key. + */ + const NamedDataMap *get_named_data_map() const { return named_data_map_; } + +private: + MemoryAllocator *runtime_allocator_ = nullptr; + EventTracer *event_tracer_ = nullptr; + const char *method_name_ = nullptr; + const NamedDataMap *named_data_map_ = nullptr; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::BackendInitContext; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/backend/interface.h b/third-party/include/executorch/runtime/backend/interface.h new file mode 100644 index 000000000..1444f0af5 --- /dev/null +++ b/third-party/include/executorch/runtime/backend/interface.h @@ -0,0 +1,166 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +namespace executorch { +namespace runtime { + +struct SizedBuffer { + void *buffer; + size_t nbytes; // number of bytes of buffer +}; + +struct CompileSpec { + const char *key; // spec key + SizedBuffer value; // spec value +}; + +/** + * An opaque handle managed by a backend. Typically points to a backend-private + * class/struct. + */ +using DelegateHandle = void; + +class BackendInterface { +public: + virtual ~BackendInterface() = 0; + + /** + * Returns true if the backend is available to process delegation calls. + */ + ET_NODISCARD virtual bool is_available() const = 0; + + /** + * Responsible to further process (compile/transform/optimize) the compiled + * unit that was produced, ahead-of-time, as well as perform any backend + * initialization to ready it for execution. This method is called every time + * the ExecuTorch program is initialized. Consequently, this is the place to + * perform any backend initialization as well as transformations, + * optimizations, and even compilation that depend on the target device. As + * such, it is strongly encouraged to push as much processing as possible to + * the ahead-of-time processing. + * + * @param[in] processed An opaque (to ExecuTorch) backend-specific compiled + * unit from the preprocessor. Can contain anything the backend needs to + * execute the equivalent semantics of the passed-in Module and its + * method. Often passed unmodified to `execute()` as a `DelegateHandle`, + * unless it needs further processing at init time to be fully executable. + * If the data is not needed after init(), calling processed->Free() can + * reclaim its memory. + * @param[in] compile_specs The exact same compiler specification that + * was used ahead-of-time to produce `processed`. + * + * @returns On success, an opaque handle representing the the method + * implemented by the delegate. This handle is passed to `execute()` and + * `destroy()`, and the memory it points to is owned by the backend. + * Typically points to a backend-private class/struct. + * @returns On error, returns an error code other than Error::Ok. If the + * compiled unit (the preprocessed result from ahead of time) is not + * compatible with the current backend runtime, return the error code + * Error::DelegateInvalidCompatibility. Other backend delegate + * specific error codes can be found in error.h. + */ + ET_NODISCARD virtual Result + init(BackendInitContext &context, FreeableBuffer *processed, + ArrayRef compile_specs) const = 0; + + /** + * Responsible for executing the given method’s handle, as it was produced + * by compile. + * + * @param[in] handle An opaque handle returned by `init()`. Usually a backend + * executable unit. This executable unit should be ready to execute the + * delegate blobs. + * @param[in] args The method’s inputs and outputs. + * @retval Error::Ok if successful. + */ + ET_NODISCARD virtual Error execute(BackendExecutionContext &context, + DelegateHandle *handle, + EValue **args) const = 0; + + /** + * Responsible for destroying a handle, if it's required for some backend. + * It may be needed for some backends. For example, resources associated with + * this handle needs to be released. This method is called when the execution + * plan is destroyed (i.e., the program is out of its lifespan). + * + * @param[in] handle The handle to be destroyed. An opaque handle returned by + * `init()`. + */ + virtual void destroy(ET_UNUSED DelegateHandle *handle) const {} +}; + +/** + * Returns the corresponding object pointer for a given string name. + * The mapping is populated using register_backend method. + * + * @param[in] name Name of the user-defined backend delegate. + * @retval Pointer to the appropriate object that implements BackendInterface. + * Nullptr if it can't find anything with the given name. + */ +BackendInterface *get_backend_class(const char *name); + +/** + * A named instance of a backend. + */ +struct Backend { + /// The name of the backend. Must match the string used in the PTE file. + const char *name; + /// The instance of the backend to use when loading and executing programs. + BackendInterface *backend; +}; + +/** + * Registers the Backend object (i.e. string name and BackendInterface pair) so + * that it could be called via the name during the runtime. + * + * @param[in] backend Backend object + * @retval Error code representing whether registration was successful. + */ +ET_NODISCARD Error register_backend(const Backend &backend); + +/** + * Returns the number of registered backends. + */ +size_t get_num_registered_backends(); + +/** + * Returns the backend name at the given index. + */ +Result get_backend_name(size_t index); + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::Backend; +using ::executorch::runtime::CompileSpec; +using ::executorch::runtime::DelegateHandle; +using ::executorch::runtime::get_backend_class; +using ::executorch::runtime::register_backend; +using ::executorch::runtime::SizedBuffer; +using PyTorchBackendInterface = ::executorch::runtime::BackendInterface; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/array_ref.h b/third-party/include/executorch/runtime/core/array_ref.h new file mode 100644 index 000000000..01dd58166 --- /dev/null +++ b/third-party/include/executorch/runtime/core/array_ref.h @@ -0,0 +1,235 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +//===--- ArrayRef.h - Array Reference Wrapper -------------------*- C++ -*-===// +// +// The LLVM Compiler Infrastructure +// +// This file is distributed under the University of Illinois Open Source +// License. See LICENSE.TXT for details. +// +//===----------------------------------------------------------------------===// + +// removed llvm-specific functionality +// removed some implicit const -> non-const conversions that rely on +// complicated std::enable_if meta-programming +// removed a bunch of slice variants for simplicity... +// remove constructors and operators for std::vector +// removed some prevention of accidental assignments from temporary that +// required std::enable_if meta-programming +// removed reverse iterator + +#pragma once + +#include +#include + +#include +#include + +namespace executorch { +namespace runtime { + +/** + * Represents a constant reference to an array (0 or more elements + * consecutively in memory), i.e. a start pointer and a length. It allows + * various APIs to take consecutive elements easily and conveniently. + * + * This class does not own the underlying data, it is expected to be used in + * situations where the data resides in some other buffer, whose lifetime + * extends past that of the ArrayRef. For this reason, it is not in general + * safe to store an ArrayRef. + * + * Span and ArrayRef are extrememly similar with the difference being ArrayRef + * views a list of constant elements and Span views a list of mutable elements. + * Clients should decide between the two based on if the list elements for their + * use case should be mutable. + * + * This is intended to be trivially copyable, so it should be passed by + * value. + */ +template class ArrayRef final { +public: + using iterator = const T *; + using const_iterator = const T *; + using size_type = size_t; + using value_type = T; + +private: + /// The start of the array, in an external buffer. + const T *Data; + + /// The number of elements. + size_type Length; + +public: + /// @name Constructors + /// @{ + + /// Construct an empty ArrayRef. + /* implicit */ constexpr ArrayRef() : Data(nullptr), Length(0) {} + + /// Construct a ArrayRef from a single element. Implicitly convert element + /// type. It is aligned with PyTorch's c10::ArrayRef. + /* implicit */ constexpr ArrayRef(const T &OneElt) + : Data(&OneElt), Length(1) {} + + /// Construct a ArrayRef from a pointer and length. + ArrayRef(const T *data, size_t length) : Data(data), Length(length) { + ET_DCHECK(Data != nullptr || Length == 0); + } + + /// Construct a ArrayRef from a range. + ArrayRef(const T *begin, const T *end) : Data(begin), Length(end - begin) {} + + /// Construct an ArrayRef from a std::array + template + /* implicit */ constexpr ArrayRef(const std::array &Arr) + : Data(Arr.data()), Length(N) {} + + /// Construct a ArrayRef from a C array. + template + /* implicit */ constexpr ArrayRef(const T (&Arr)[N]) : Data(Arr), Length(N) {} + + /// @} + /// @name Simple Operations + /// @{ + + constexpr iterator begin() const { return Data; } + constexpr iterator end() const { return Data + Length; } + + // These are actually the same as iterator, since ArrayRef only + // gives you const iterators. + constexpr const_iterator cbegin() const { return Data; } + constexpr const_iterator cend() const { return Data + Length; } + + /// empty - Check if the array is empty. + constexpr bool empty() const { return Length == 0; } + + constexpr const T *data() const { return Data; } + + /// size - Get the array size. + constexpr size_t size() const { return Length; } + + /// front - Get the first element. + const T &front() const { + // ArrayRef: attempted to access front() of empty list + ET_CHECK(!empty()); + return Data[0]; + } + + /// back - Get the last element. + const T &back() const { + // ArrayRef: attempted to access back() of empty list + ET_CHECK(!empty()); + return Data[Length - 1]; + } + + /// equals - Check for element-wise equality. + bool equals(ArrayRef RHS) const { + if (Length != RHS.Length) { + return false; + } + for (const auto i : c10::irange(this->Length)) { + if (Data[i] != RHS.Data[i]) { + return false; + } + } + return true; + } + + /// slice(n, m) - Take M elements of the array starting at element N + ArrayRef slice(size_t N, size_t M) const { + // cant slice longer then the array + ET_CHECK(N + M <= size()); + return ArrayRef(data() + N, M); + } + + /// slice(n) - Chop off the first N elements of the array. + constexpr ArrayRef slice(size_t N) const { return slice(N, size() - N); } + + /// @} + /// @name Operator Overloads + /// @{ + constexpr const T &operator[](size_t Index) const { return Data[Index]; } + + /// Vector compatibility + const T &at(size_t Index) const { + // invalid index + ET_CHECK(Index < Length); + return Data[Index]; + } + + /// @} +}; + +/// @name ArrayRef Convenience constructors +/// @{ + +/// Construct an ArrayRef from a single element. +template ArrayRef makeArrayRef(const T &OneElt) { + return OneElt; +} + +/// Construct an ArrayRef from a pointer and length. +template ArrayRef makeArrayRef(const T *data, size_t length) { + return ArrayRef(data, length); +} + +/// Construct an ArrayRef from a range. +template ArrayRef makeArrayRef(const T *begin, const T *end) { + return ArrayRef(begin, end); +} + +/// Construct an ArrayRef from a std::array. +template +ArrayRef makeArrayRef(const std::array &Arr) { + return Arr; +} + +/// Construct an ArrayRef from an ArrayRef (no-op) (const) +template ArrayRef makeArrayRef(const ArrayRef &Vec) { + return Vec; +} + +/// Construct an ArrayRef from an ArrayRef (no-op) +template ArrayRef &makeArrayRef(ArrayRef &Vec) { + return Vec; +} + +/// Construct an ArrayRef from a C array. +template ArrayRef makeArrayRef(const T (&Arr)[N]) { + return ArrayRef(Arr); +} + +// WARNING: Template instantiation will NOT be willing to do an implicit +// conversions to get you to an ArrayRef, which is why we need so +// many overloads. + +template bool operator==(ArrayRef a1, ArrayRef a2) { + return a1.equals(a2); +} + +template bool operator!=(ArrayRef a1, ArrayRef a2) { + return !a1.equals(a2); +} + +using IntArrayRef = ArrayRef; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::ArrayRef; +using ::executorch::runtime::IntArrayRef; +using ::executorch::runtime::makeArrayRef; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/data_loader.h b/third-party/include/executorch/runtime/core/data_loader.h new file mode 100644 index 000000000..01fc4caca --- /dev/null +++ b/third-party/include/executorch/runtime/core/data_loader.h @@ -0,0 +1,136 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +#include +#include +#include + +namespace executorch { +namespace runtime { + +/** + * Loads from a data source. + * + * See //executorch/extension/data_loader for common implementations. + */ +class DataLoader { +public: + /** + * Describes the content of the segment. + */ + struct SegmentInfo { + /** + * Represents the purpose of the segment. + */ + enum class Type { + /** + * Data for the actual program. + */ + Program, + /** + * Holds constant tensor data. + */ + Constant, + /** + * Data used for initializing a backend. + */ + Backend, + /** + * Data used for initializing mutable tensors. + */ + Mutable, + /** + * Data used for initializing external tensors. + */ + External, + }; + + /// Type of the segment. + Type segment_type; + + /// Index of the segment within the segment list. Undefined for program + /// segments. + size_t segment_index; + + /// An optional, null-terminated string describing the segment. For + /// `Backend` segments, this is the backend ID. Null for other segment + /// types. + const char *descriptor; + + SegmentInfo() = default; + + explicit SegmentInfo(Type segment_type_, size_t segment_index_ = 0, + const char *descriptor_ = nullptr) + : segment_type(segment_type_), segment_index(segment_index_), + descriptor(descriptor_) {} + }; + + virtual ~DataLoader() = default; + + /** + * Loads data from the underlying data source. + * + * NOTE: This must be thread-safe. If this call modifies common state, the + * implementation must do its own locking. + * + * @param offset The byte offset in the data source to start loading from. + * @param size The number of bytes to load. + * @param segment_info Information about the segment being loaded. + * + * @returns a `FreeableBuffer` that owns the loaded data. + */ + ET_NODISCARD virtual Result + load(size_t offset, size_t size, const SegmentInfo &segment_info) const = 0; + + /** + * Loads data from the underlying data source into the provided buffer. + * + * NOTE: This must be thread-safe. If this call modifies common state, the + * implementation must do its own locking. + * + * @param offset The byte offset in the data source to start loading from. + * @param size The number of bytes to load. + * @param segment_info Information about the segment being loaded. + * @param buffer The buffer to load data into. Must point to at least `size` + * bytes of memory. + * + * @returns an Error indicating if the load was successful. + */ + ET_NODISCARD virtual Error load_into(size_t offset, size_t size, + const SegmentInfo &segment_info, + void *buffer) const { + // Using a stub implementation here instead of pure virtual to expand the + // data_loader interface in a backwards compatible way. + (void)buffer; + (void)offset; + (void)size; + (void)segment_info; + ET_LOG(Error, "load_into() not implemented for this data loader."); + return Error::NotImplemented; + } + + /** + * Returns the length of the underlying data source, typically the file size. + */ + ET_NODISCARD virtual Result size() const = 0; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::DataLoader; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/defines.h b/third-party/include/executorch/runtime/core/defines.h new file mode 100644 index 000000000..ee4712682 --- /dev/null +++ b/third-party/include/executorch/runtime/core/defines.h @@ -0,0 +1,20 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * Contains preprocessor definitions used by ExecuTorch core. + */ + +#pragma once + +// Enable ET_ENABLE_ENUM_STRINGS by default. This option gates inclusion of +// enum string names and can be disabled by explicitly setting it to 0. +#ifndef ET_ENABLE_ENUM_STRINGS +#define ET_ENABLE_ENUM_STRINGS 1 +#endif diff --git a/third-party/include/executorch/runtime/core/error.h b/third-party/include/executorch/runtime/core/error.h new file mode 100644 index 000000000..9a07258ee --- /dev/null +++ b/third-party/include/executorch/runtime/core/error.h @@ -0,0 +1,229 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * ExecuTorch Error declarations. + */ + +#pragma once + +#include + +#include + +namespace executorch { +namespace runtime { + +// Alias error code integral type to minimal platform width (32-bits for now). +typedef uint32_t error_code_t; + +/** + * ExecuTorch Error type. + */ +enum class Error : error_code_t { + /* + * System errors. + */ + + /// Status indicating a successful operation. + Ok = 0x00, + + /// An internal error occurred. + Internal = 0x01, + + /// Status indicating the executor is in an invalid state for a target + /// operation + InvalidState = 0x2, + + /// Status indicating there are no more steps of execution to run + EndOfMethod = 0x03, + + /* + * Logical errors. + */ + + /// Operation is not supported in the current context. + NotSupported = 0x10, + + /// Operation is not yet implemented. + NotImplemented = 0x11, + + /// User provided an invalid argument. + InvalidArgument = 0x12, + + /// Object is an invalid type for the operation. + InvalidType = 0x13, + + /// Operator(s) missing in the operator registry. + OperatorMissing = 0x14, + + /* + * Resource errors. + */ + + /// Requested resource could not be found. + NotFound = 0x20, + + /// Could not allocate the requested memory. + MemoryAllocationFailed = 0x21, + + /// Could not access a resource. + AccessFailed = 0x22, + + /// Error caused by the contents of a program. + InvalidProgram = 0x23, + + /// Error caused by the contents of external data. + InvalidExternalData = 0x24, + + /// Does not have enough resources to perform the requested operation. + OutOfResources = 0x25, + + /* + * Delegate errors. + */ + + /// Init stage: Backend receives an incompatible delegate version. + DelegateInvalidCompatibility = 0x30, + /// Init stage: Backend fails to allocate memory. + DelegateMemoryAllocationFailed = 0x31, + /// Execute stage: The handle is invalid. + DelegateInvalidHandle = 0x32, + +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::Error; +using ::executorch::runtime::error_code_t; +} // namespace executor +} // namespace torch + +/** + * If cond__ is false, log the specified message and return the specified Error + * from the current function, which must be of return type + * executorch::runtime::Error. + * + * @param[in] cond__ The condition to be checked, asserted as true. + * @param[in] error__ Error enum value to return without the `Error::` prefix, + * like `InvalidArgument`. + * @param[in] message__ Format string for the log error message. + * @param[in] ... Optional additional arguments for the format string. + */ +#define ET_CHECK_OR_RETURN_ERROR(cond__, error__, message__, ...) \ + { \ + if (!(cond__)) { \ + ET_LOG(Error, message__, ##__VA_ARGS__); \ + return ::executorch::runtime::Error::error__; \ + } \ + } + +/** + * A convenience macro to be used in utility functions that check whether input + * tensor(s) are valid, which are expected to return a boolean. Checks whether + * `cond` is true; if not, log the failed check with `message` and return false. + * + * @param[in] cond the condition to check + * @param[in] message an additional message to log with `cond` + */ +#define ET_CHECK_OR_RETURN_FALSE(cond__, message__, ...) \ + { \ + if (!(cond__)) { \ + ET_LOG(Error, "Check failed (%s): " message__, #cond__, ##__VA_ARGS__); \ + return false; \ + } \ + } + +/** + * If error__ is not Error::Ok, optionally log a message and return the error + * from the current function, which must be of return type + * executorch::runtime::Error. + * + * @param[in] error__ Error enum value asserted to be Error::Ok. + * @param[in] ... Optional format string for the log error message and its + * arguments. + */ +#define ET_CHECK_OK_OR_RETURN_ERROR(error__, ...) \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR(error__, ##__VA_ARGS__) + +// Internal only: Use ET_CHECK_OK_OR_RETURN_ERROR() instead. +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR(...) \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_SELECT(__VA_ARGS__, 10, 9, 8, 7, 6, 5, \ + 4, 3, 2, 1) \ + (__VA_ARGS__) + +/** + * Internal only: Use ET_CHECK_OK_OR_RETURN_ERROR() instead. + * This macro selects the correct version of + * ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR based on the number of arguments passed. + * It uses a trick with the preprocessor to count the number of arguments and + * then selects the appropriate macro. + * + * The macro expansion uses __VA_ARGS__ to accept any number of arguments and + * then appends them to ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_, followed by the + * count of arguments. The count is determined by the macro + * ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_SELECT which takes the arguments and + * passes them along with a sequence of numbers (2, 1). The preprocessor then + * matches this sequence to the correct number of arguments provided. + * + * If two arguments are passed, ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2 is + * selected, suitable for cases where an error code and a custom message are + * provided. If only one argument is passed, + * ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_1 is selected, which is used for cases + * with just an error code. + * + * Usage: + * ET_CHECK_OK_OR_RETURN_ERROR(error_code); // Calls v1 + * ET_CHECK_OK_OR_RETURN_ERROR(error_code, "Error message", ...); // Calls v2 + */ +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_SELECT(_1, _2, _3, _4, _5, _6, \ + _7, _8, _9, _10, N, ...) \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_##N + +// Internal only: Use ET_CHECK_OK_OR_RETURN_ERROR() instead. +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_1(error__) \ + do { \ + const auto et_error__ = (error__); \ + if (et_error__ != ::executorch::runtime::Error::Ok) { \ + return et_error__; \ + } \ + } while (0) + +// Internal only: Use ET_CHECK_OK_OR_RETURN_ERROR() instead. +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2(error__, message__, ...) \ + do { \ + const auto et_error__ = (error__); \ + if (et_error__ != ::executorch::runtime::Error::Ok) { \ + ET_LOG(Error, message__, ##__VA_ARGS__); \ + return et_error__; \ + } \ + } while (0) + +// Internal only: Use ET_CHECK_OK_OR_RETURN_ERROR() instead. +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_3 \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2 +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_4 \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2 +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_5 \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2 +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_6 \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2 +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_7 \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2 +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_8 \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2 +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_9 \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2 +#define ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_10 \ + ET_INTERNAL_CHECK_OK_OR_RETURN_ERROR_2 diff --git a/third-party/include/executorch/runtime/core/evalue.h b/third-party/include/executorch/runtime/core/evalue.h new file mode 100644 index 000000000..a4c307ff0 --- /dev/null +++ b/third-party/include/executorch/runtime/core/evalue.h @@ -0,0 +1,521 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once +#include +#include +#include + +namespace executorch { +namespace runtime { + +struct EValue; + +namespace internal { + +// Tensor gets proper reference treatment because its expensive to copy in aten +// mode, all other types are just copied. +template struct evalue_to_const_ref_overload_return { + using type = T; +}; + +template <> +struct evalue_to_const_ref_overload_return { + using type = const executorch::aten::Tensor &; +}; + +template struct evalue_to_ref_overload_return { + using type = T; +}; + +template <> struct evalue_to_ref_overload_return { + using type = executorch::aten::Tensor &; +}; + +} // namespace internal + +/* + * Helper class used to correlate EValues in the executor table, with the + * unwrapped list of the proper type. Because values in the runtime's values + * table can change during execution, we cannot statically allocate list of + * objects at deserialization. Imagine the serialized list says index 0 in the + * value table is element 2 in the list, but during execution the value in + * element 2 changes (in the case of tensor this means the TensorImpl* stored in + * the tensor changes). To solve this instead they must be created dynamically + * whenever they are used. + */ +template class BoxedEvalueList { +public: + BoxedEvalueList() = default; + /* + * Wrapped_vals is a list of pointers into the values table of the runtime + * whose destinations correlate with the elements of the list, unwrapped_vals + * is a container of the same size whose serves as memory to construct the + * unwrapped vals. + */ + BoxedEvalueList(EValue **wrapped_vals, T *unwrapped_vals, int size) + : wrapped_vals_(wrapped_vals, size), unwrapped_vals_(unwrapped_vals) {} + /* + * Constructs and returns the list of T specified by the EValue pointers + */ + executorch::aten::ArrayRef get() const; + +private: + // Source of truth for the list + executorch::aten::ArrayRef wrapped_vals_; + // Same size as wrapped_vals + mutable T *unwrapped_vals_; +}; + +template <> +executorch::aten::ArrayRef> +BoxedEvalueList>::get() + const; + +// Aggregate typing system similar to IValue only slimmed down with less +// functionality, no dependencies on atomic, and fewer supported types to better +// suit embedded systems (ie no intrusive ptr) +struct EValue { + union Payload { + // When in ATen mode at::Tensor is not trivially copyable, this nested union + // lets us handle tensor as a special case while leaving the rest of the + // fields in a simple state instead of requiring a switch on tag everywhere. + union TriviallyCopyablePayload { + TriviallyCopyablePayload() : as_int(0) {} + // Scalar supported through these 3 types + int64_t as_int; + double as_double; + bool as_bool; + // TODO(jakeszwe): convert back to pointers to optimize size of this + // struct + executorch::aten::ArrayRef as_string; + executorch::aten::ArrayRef as_double_list; + executorch::aten::ArrayRef as_bool_list; + BoxedEvalueList as_int_list; + BoxedEvalueList as_tensor_list; + BoxedEvalueList> + as_list_optional_tensor; + } copyable_union; + + // Since a Tensor just holds a TensorImpl*, there's no value to use Tensor* + // here. + executorch::aten::Tensor as_tensor; + + Payload() {} + ~Payload() {} + }; + + // Data storage and type tag + Payload payload; + Tag tag; + + // Basic ctors and assignments + EValue(const EValue &rhs) : EValue(rhs.payload, rhs.tag) {} + + EValue(EValue &&rhs) noexcept : tag(rhs.tag) { moveFrom(std::move(rhs)); } + + EValue &operator=(EValue &&rhs) & noexcept { + if (&rhs == this) { + return *this; + } + + destroy(); + moveFrom(std::move(rhs)); + return *this; + } + + EValue &operator=(EValue const &rhs) & { + // Define copy assignment through copy ctor and move assignment + *this = EValue(rhs); + return *this; + } + + ~EValue() { destroy(); } + + /****** None Type ******/ + EValue() : tag(Tag::None) { payload.copyable_union.as_int = 0; } + + bool isNone() const { return tag == Tag::None; } + + /****** Int Type ******/ + /*implicit*/ EValue(int64_t i) : tag(Tag::Int) { + payload.copyable_union.as_int = i; + } + + bool isInt() const { return tag == Tag::Int; } + + int64_t toInt() const { + ET_CHECK_MSG(isInt(), "EValue is not an int."); + return payload.copyable_union.as_int; + } + + /****** Double Type ******/ + /*implicit*/ EValue(double d) : tag(Tag::Double) { + payload.copyable_union.as_double = d; + } + + bool isDouble() const { return tag == Tag::Double; } + + double toDouble() const { + ET_CHECK_MSG(isDouble(), "EValue is not a Double."); + return payload.copyable_union.as_double; + } + + /****** Bool Type ******/ + /*implicit*/ EValue(bool b) : tag(Tag::Bool) { + payload.copyable_union.as_bool = b; + } + + bool isBool() const { return tag == Tag::Bool; } + + bool toBool() const { + ET_CHECK_MSG(isBool(), "EValue is not a Bool."); + return payload.copyable_union.as_bool; + } + + /****** Scalar Type ******/ + /// Construct an EValue using the implicit value of a Scalar. + /*implicit*/ EValue(executorch::aten::Scalar s) { + if (s.isIntegral(false)) { + tag = Tag::Int; + payload.copyable_union.as_int = s.to(); + } else if (s.isFloatingPoint()) { + tag = Tag::Double; + payload.copyable_union.as_double = s.to(); + } else if (s.isBoolean()) { + tag = Tag::Bool; + payload.copyable_union.as_bool = s.to(); + } else { + ET_CHECK_MSG(false, "Scalar passed to EValue is not initialized."); + } + } + + bool isScalar() const { + return tag == Tag::Int || tag == Tag::Double || tag == Tag::Bool; + } + + executorch::aten::Scalar toScalar() const { + // Convert from implicit value to Scalar using implicit constructors. + + if (isDouble()) { + return toDouble(); + } else if (isInt()) { + return toInt(); + } else if (isBool()) { + return toBool(); + } else { + ET_CHECK_MSG(false, "EValue is not a Scalar."); + } + } + + /****** Tensor Type ******/ + /*implicit*/ EValue(executorch::aten::Tensor t) : tag(Tag::Tensor) { + // When built in aten mode, at::Tensor has a non trivial constructor + // destructor, so regular assignment to a union field is UB. Instead we must + // go through placement new (which causes a refcount bump). + new (&payload.as_tensor) executorch::aten::Tensor(t); + } + + // Template constructor that allows construction from types that can be + // dereferenced to produce a type that EValue can be implicitly constructed + // from. + template (std::declval())), // declval to + // simulate + // forwarding + EValue>::value>::type> + /*implicit*/ EValue(T &&value) { + ET_CHECK_MSG(value != nullptr, "Pointer is null."); + // Note that this ctor does not initialize this->tag directly; it is set by + // moving in the new value. + moveFrom(*std::forward(value)); + } + + // Delete constructor for raw pointers to ensure they cannot be used. + template explicit EValue(T *value) = delete; + + bool isTensor() const { return tag == Tag::Tensor; } + + executorch::aten::Tensor toTensor() && { + ET_CHECK_MSG(isTensor(), "EValue is not a Tensor."); + auto res = std::move(payload.as_tensor); + clearToNone(); + return res; + } + + executorch::aten::Tensor &toTensor() & { + ET_CHECK_MSG(isTensor(), "EValue is not a Tensor."); + return payload.as_tensor; + } + + const executorch::aten::Tensor &toTensor() const & { + ET_CHECK_MSG(isTensor(), "EValue is not a Tensor."); + return payload.as_tensor; + } + + /****** String Type ******/ + /*implicit*/ EValue(const char *s, size_t size) : tag(Tag::String) { + payload.copyable_union.as_string = + executorch::aten::ArrayRef(s, size); + } + + bool isString() const { return tag == Tag::String; } + + executorch::aten::string_view toString() const { + ET_CHECK_MSG(isString(), "EValue is not a String."); + return executorch::aten::string_view( + payload.copyable_union.as_string.data(), + payload.copyable_union.as_string.size()); + } + + /****** Int List Type ******/ + /*implicit*/ EValue(BoxedEvalueList i) : tag(Tag::ListInt) { + payload.copyable_union.as_int_list = i; + } + + bool isIntList() const { return tag == Tag::ListInt; } + + executorch::aten::ArrayRef toIntList() const { + ET_CHECK_MSG(isIntList(), "EValue is not an Int List."); + return payload.copyable_union.as_int_list.get(); + } + + /****** Bool List Type ******/ + /*implicit*/ EValue(executorch::aten::ArrayRef b) : tag(Tag::ListBool) { + payload.copyable_union.as_bool_list = b; + } + + bool isBoolList() const { return tag == Tag::ListBool; } + + executorch::aten::ArrayRef toBoolList() const { + ET_CHECK_MSG(isBoolList(), "EValue is not a Bool List."); + return payload.copyable_union.as_bool_list; + } + + /****** Double List Type ******/ + /*implicit*/ EValue(executorch::aten::ArrayRef d) + : tag(Tag::ListDouble) { + payload.copyable_union.as_double_list = d; + } + + bool isDoubleList() const { return tag == Tag::ListDouble; } + + executorch::aten::ArrayRef toDoubleList() const { + ET_CHECK_MSG(isDoubleList(), "EValue is not a Double List."); + return payload.copyable_union.as_double_list; + } + + /****** Tensor List Type ******/ + /*implicit*/ EValue(BoxedEvalueList t) + : tag(Tag::ListTensor) { + payload.copyable_union.as_tensor_list = t; + } + + bool isTensorList() const { return tag == Tag::ListTensor; } + + executorch::aten::ArrayRef toTensorList() const { + ET_CHECK_MSG(isTensorList(), "EValue is not a Tensor List."); + return payload.copyable_union.as_tensor_list.get(); + } + + /****** List Optional Tensor Type ******/ + /*implicit*/ EValue( + BoxedEvalueList> t) + : tag(Tag::ListOptionalTensor) { + payload.copyable_union.as_list_optional_tensor = t; + } + + bool isListOptionalTensor() const { return tag == Tag::ListOptionalTensor; } + + executorch::aten::ArrayRef< + executorch::aten::optional> + toListOptionalTensor() const { + return payload.copyable_union.as_list_optional_tensor.get(); + } + + /****** ScalarType Type ******/ + executorch::aten::ScalarType toScalarType() const { + ET_CHECK_MSG(isInt(), "EValue is not a ScalarType."); + return static_cast( + payload.copyable_union.as_int); + } + + /****** MemoryFormat Type ******/ + executorch::aten::MemoryFormat toMemoryFormat() const { + ET_CHECK_MSG(isInt(), "EValue is not a MemoryFormat."); + return static_cast( + payload.copyable_union.as_int); + } + + /****** Layout Type ******/ + executorch::aten::Layout toLayout() const { + ET_CHECK_MSG(isInt(), "EValue is not a Layout."); + return static_cast(payload.copyable_union.as_int); + } + + /****** Device Type ******/ + executorch::aten::Device toDevice() const { + ET_CHECK_MSG(isInt(), "EValue is not a Device."); + return executorch::aten::Device(static_cast( + payload.copyable_union.as_int), + -1); + } + + template T to() &&; + template + typename internal::evalue_to_const_ref_overload_return::type to() const &; + template + typename internal::evalue_to_ref_overload_return::type to() &; + + /** + * Converts the EValue to an optional object that can represent both T and + * an uninitialized state. + */ + template + inline executorch::aten::optional toOptional() const { + if (this->isNone()) { + return executorch::aten::nullopt; + } + return this->to(); + } + +private: + // Pre cond: the payload value has had its destructor called + void clearToNone() noexcept { + payload.copyable_union.as_int = 0; + tag = Tag::None; + } + + // Shared move logic + void moveFrom(EValue &&rhs) noexcept { + if (rhs.isTensor()) { + new (&payload.as_tensor) + executorch::aten::Tensor(std::move(rhs.payload.as_tensor)); + rhs.payload.as_tensor.~Tensor(); + } else { + payload.copyable_union = rhs.payload.copyable_union; + } + tag = rhs.tag; + rhs.clearToNone(); + } + + // Destructs stored tensor if there is one + void destroy() { + // Necessary for ATen tensor to refcount decrement the intrusive_ptr to + // tensorimpl that got a refcount increment when we placed it in the evalue, + // no-op if executorch tensor #ifdef could have a + // minor performance bump for a code maintainability hit + if (isTensor()) { + payload.as_tensor.~Tensor(); + } else if (isTensorList()) { + for (auto &tensor : toTensorList()) { + tensor.~Tensor(); + } + } else if (isListOptionalTensor()) { + for (auto &optional_tensor : toListOptionalTensor()) { + optional_tensor.~optional(); + } + } + } + + EValue(const Payload &p, Tag t) : tag(t) { + if (isTensor()) { + new (&payload.as_tensor) executorch::aten::Tensor(p.as_tensor); + } else { + payload.copyable_union = p.copyable_union; + } + } +}; + +#define EVALUE_DEFINE_TO(T, method_name) \ + template <> inline T EValue::to() && { \ + return static_cast(std::move(*this).method_name()); \ + } \ + template <> \ + inline ::executorch::runtime::internal::evalue_to_const_ref_overload_return< \ + T>::type \ + EValue::to() const & { \ + typedef ::executorch::runtime::internal:: \ + evalue_to_const_ref_overload_return::type return_type; \ + return static_cast(this->method_name()); \ + } \ + template <> \ + inline ::executorch::runtime::internal::evalue_to_ref_overload_return< \ + T>::type \ + EValue::to() & { \ + typedef ::executorch::runtime::internal::evalue_to_ref_overload_return< \ + T>::type return_type; \ + return static_cast(this->method_name()); \ + } + +EVALUE_DEFINE_TO(executorch::aten::Scalar, toScalar) +EVALUE_DEFINE_TO(int64_t, toInt) +EVALUE_DEFINE_TO(bool, toBool) +EVALUE_DEFINE_TO(double, toDouble) +EVALUE_DEFINE_TO(executorch::aten::string_view, toString) +EVALUE_DEFINE_TO(executorch::aten::ScalarType, toScalarType) +EVALUE_DEFINE_TO(executorch::aten::MemoryFormat, toMemoryFormat) +EVALUE_DEFINE_TO(executorch::aten::Layout, toLayout) +EVALUE_DEFINE_TO(executorch::aten::Device, toDevice) +// Tensor and Optional Tensor +EVALUE_DEFINE_TO(executorch::aten::optional, + toOptional) +EVALUE_DEFINE_TO(executorch::aten::Tensor, toTensor) + +// IntList and Optional IntList +EVALUE_DEFINE_TO(executorch::aten::ArrayRef, toIntList) +EVALUE_DEFINE_TO( + executorch::aten::optional>, + toOptional>) + +// DoubleList and Optional DoubleList +EVALUE_DEFINE_TO(executorch::aten::ArrayRef, toDoubleList) +EVALUE_DEFINE_TO(executorch::aten::optional>, + toOptional>) + +// BoolList and Optional BoolList +EVALUE_DEFINE_TO(executorch::aten::ArrayRef, toBoolList) +EVALUE_DEFINE_TO(executorch::aten::optional>, + toOptional>) + +// TensorList and Optional TensorList +EVALUE_DEFINE_TO(executorch::aten::ArrayRef, + toTensorList) +EVALUE_DEFINE_TO( + executorch::aten::optional< + executorch::aten::ArrayRef>, + toOptional>) + +// List of Optional Tensor +EVALUE_DEFINE_TO(executorch::aten::ArrayRef< + executorch::aten::optional>, + toListOptionalTensor) +#undef EVALUE_DEFINE_TO + +template +executorch::aten::ArrayRef BoxedEvalueList::get() const { + for (typename executorch::aten::ArrayRef::size_type i = 0; + i < wrapped_vals_.size(); i++) { + ET_CHECK(wrapped_vals_[i] != nullptr); + unwrapped_vals_[i] = wrapped_vals_[i]->template to(); + } + return executorch::aten::ArrayRef{unwrapped_vals_, wrapped_vals_.size()}; +} + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::BoxedEvalueList; +using ::executorch::runtime::EValue; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/event_tracer.h b/third-party/include/executorch/runtime/core/event_tracer.h new file mode 100644 index 000000000..b02a0e714 --- /dev/null +++ b/third-party/include/executorch/runtime/core/event_tracer.h @@ -0,0 +1,565 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#include +#include +#include +#include +#include +#include + +#pragma once + +namespace executorch { +namespace runtime { + +/// Represents an allocator id returned by track_allocator. +typedef uint32_t AllocatorID; +/// Represents the chain id that will be passed in by the user during +/// event logging. +typedef int32_t ChainID; +/// Represents the debug handle that is generally associated with each +/// op executed in the runtime. +typedef uint32_t DebugHandle; + +/// Default id's for chain id and debug handle. +constexpr ChainID kUnsetChainId = -1; +constexpr DebugHandle kUnsetDebugHandle = 0; +// Default bundled input index to indicate that it hasn't been set yet. +constexpr int kUnsetBundledInputIndex = -1; + +/// Different types of delegate debug identifiers that are supported currently. +enum class DelegateDebugIdType { + /// Default value, indicates that it's not a delegate event. + kNone, + /// Indicates a delegate event logged using an integer delegate debug + /// identifier. + kInt, + /// Indicates a delegate event logged using a string delegate debug + /// identifier i.e. the delegate debug id is a pointer to a string table + /// managed by the class implementing EventTracer functionality. + kStr +}; + +/// Indicates the type of the EValue that was logged. These values could be +/// serialized and should not be changed. +enum class LoggedEValueType { + /// Intermediate output from an operator. + kIntermediateOutput = 0, + /// Output at the program level. This is essentially the output + /// of the model. + kProgramOutput = 1, +}; + +/// Indicates the level of event tracer debug logging. Verbosity of the logging +/// increases as we go down the enum list. +enum class EventTracerDebugLogLevel { + /// No logging. + kNoLogging, + /// When set to this only the program level outputs will be logged. + kProgramOutputs, + /// When set to this all intermediate outputs and program level outputs + /// will be logged. + kIntermediateOutputs, +}; + +/** + * EventTracerFilterBase is an abstract base class that provides an interface + * for filtering events based on their name or delegate debug index. + * Derived classes should implement the filter method to define specific + * filtering logic. + */ +class EventTracerFilterBase { +public: + /** + * Filters events based on the given name or delegate debug index. + * + * Note that only one of either the name or delegate_debug_index should be + * passed in. + * + * @param[in] name A pointer to a string representing the `name` of the + * event. If `delegate_debug_index` is not set to kUnsetDebugHandle, `name` + * should be set to nullptr. + * + * @param[in] delegate_debug_index A DebugHandle representing the debug index + * of the delegate. If `name` is not nullptr, this should be set to + * kUnsetDebugHandle. + * + * @return A Result indicating whether the event matches the filter + * criteria. + * - True if the event matches the filter. + * - False if the event does not match or is unknown. + * - An error code if an error occurs during filtering. + */ + virtual Result filter(char *name, DebugHandle delegate_debug_index); + + /** + * Virtual destructor for the EventTracerFilterBase class. + * Ensures proper cleanup of derived class objects. + */ + virtual ~EventTracerFilterBase(); +}; + +/** + * Indicates the level of profiling that should be enabled. Profiling + * events will be logged in increasing order of verbosity as we go down the + * enum list. Thus it is important to keep the enum values in the right order. + */ +enum class EventTracerProfilingLevel { + /// No operator profiling. + kProfileMethodOnly, + /// All profiling events enabled. + kProfileAllEvents, +}; + +/** + * This is the struct which should be returned when a profiling event is + * started. This is used to uniquely identify that profiling event and will be + * required to be passed into the end_profiling call to signal that the event + * identified by this struct has completed. + **/ +struct EventTracerEntry { + /// An event id to uniquely identify this event that was generated during a + /// call to start the tracking of an event. + int64_t event_id; + /// The chain to which this event belongs to. + ChainID chain_id; + /// The debug handle corresponding to this event. + DebugHandle debug_handle; + /// The time at which this event was started to be tracked. + et_timestamp_t start_time; + /// When delegate_event_id_type != DelegateDebugIdType::kNone it indicates + /// that event_id represents a delegate event. If delegate_event_id_type is: + /// 1) kInt then event_id contains an integer delegate debug id. + /// 2) kStr then event_id contains a string table index into a string table + /// maintained by the class implementing EventTracer functionality that will + /// give us the string identifier of this delegate event. For more details + /// refer to the DelegateMappingBuilder library present in + /// executorch/exir/backend/utils.py. + DelegateDebugIdType delegate_event_id_type; +}; +/** + * EventTracer is a class that users can inherit and implement to + * log/serialize/stream etc. the profiling and debugging events that are + * generated at runtime for a model. An example of this is the ETDump + * implementation in the devtools codebase that serializes these events to a + * flatbuffer. + */ +class EventTracer { +public: + /** + * Start a new event block (can consist of profiling and/or debugging events.) + * identified by this name. A block is conceptually a set of events that we + * want to group together. e.g. all the events that occur during the call to + * execute() (i.e. model inference) could be categorized as a block. + * + * @param[in] name A human readable identifier for the event block. Users + * calling this interface do not need to keep the memory pointed to by this + * pointer around. The string must be copied over into internal memory during + * this call. + */ + virtual void create_event_block(const char *name) = 0; + + /** + * Start the profiling of the event identified by name and debug_handle. + * The user can pass in a chain_id and debug_handle to this call, or leave + * them empty (default values) which would then result in the chain_id and + * debug handle stored within (set by set_chain_debug_handle) this class to be + * used. + * @param[in] name Human readable name for the profiling event. Users calling + * this interface do not need to keep the memory pointed to by this pointer + * around. The string must be copied over into internal memory during this + * call. + * @param[in] chain_id The id of the chain to which this event belongs to. If + * kUnsetChainId is passed in the chain_id and kUnsetDebugHandle for + * debug_handle then the values stored in the class internally for these + * properties will be used. + * @param[in] debug_handle Debug handle generated ahead-of-time during model + * compilation. + * + * @return Returns an instance of EventTracerEntry which should be passed back + * into the end_profiling() call. + */ + virtual EventTracerEntry + start_profiling(const char *name, ChainID chain_id = kUnsetChainId, + DebugHandle debug_handle = kUnsetDebugHandle) = 0; + + /** + * Start the profiling of a delegate event. Similar to start_profiling it will + * return an instance of EventTracerEntry that contains the details of this + * event. + * + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must be copied + * over into internal memory during this call. + * @param[in] delegate_debug_index The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then kUnsetDebugHandle should be passed in here. + */ + virtual EventTracerEntry + start_profiling_delegate(const char *name, + DebugHandle delegate_debug_index) = 0; + + /** + * Signal the end of the delegate profiling event contained in + * event_tracer_entry. Users also have the option to log some some free-from + * string based metadata along with this. + * + * @param[in] event_tracer_entry The EventTracerEntry returned by a call to + * start_profiling_delegate(). + * @param[in] metadata Optional data relevant to the execution that the user + * wants to log along with this event. Pointer to metadata doesn't need to be + * valid after the call to this function. The contents and format of the data + * are transparent to the event tracer. It will just pipe along the data and + * make it available for the user again in the post-processing stage. + * @param[in] metadata_len Length of the metadata buffer. + */ + virtual void end_profiling_delegate(EventTracerEntry event_tracer_entry, + const void *metadata = nullptr, + size_t metadata_len = 0) = 0; + + /** + * Some delegates get access to the profiling details only after the complete + * graph has been executed. This interface is to support such use cases. It + * can be called in a loop etc. to log any number of profiling events that are + * part of this delegate. + * + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must be copied + * over into internal memory during this call. + * @param[in] delegate_debug_index The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then kUnsetDebugHandle should be passed in here. + * @param[in] start_time The timestamp when the delegate event started. + * @param[in] end_time The timestamp when the delegate event finished. + * @param[in] metadata Optional data relevant to the execution that the user + * wants to log along with this event. Pointer to metadata doesn't need to be + * valid after the call to this function. The contents and format of the data + * are transparent to the event tracer. It will just pipe along the data and + * make it available for the user again in the post-processing stage. + * @param[in] metadata_len Length of the metadata buffer. + */ + virtual void log_profiling_delegate(const char *name, + DebugHandle delegate_debug_index, + et_timestamp_t start_time, + et_timestamp_t end_time, + const void *metadata = nullptr, + size_t metadata_len = 0) = 0; + + /** + * End the profiling of the event identified by prof_entry + * + * @param[in] prof_entry Value returned by a call to start_profiling + */ + virtual void end_profiling(EventTracerEntry prof_entry) = 0; + + /** + * Track this allocation done via a MemoryAllocator which had profiling + * enabled on it. + * + * @param[in] id Allocator id generated by a call to track_allocator. + * @param[in] size The size of the allocation done, in bytes. + */ + virtual void track_allocation(AllocatorID id, size_t size) = 0; + + /** + * Generate an allocator id for this memory allocator that will be used in the + * future to identify all the allocations done by this allocator. + * + * @param[in] name Human readable name for the allocator. Users calling + * this interface do not need to keep the memory pointed to by this pointer + * around. The string should be copied over into internal memory during this + * call. + * + * @return Identifier to uniquely identify this allocator. + */ + virtual AllocatorID track_allocator(const char *name) = 0; + + /** + * Log an evalue during the execution of the model. This is useful for + * debugging purposes. Model outputs are a special case of this and will + * be logged with the output bool enabled. + * + * Users of this should refer to the chain_id and debug_handle to get the + * context for these evalues and their corresponding op. + * + * @param[in] evalue The value to be logged. + * @param[in] evalue_type Indicates what type of output this is logging e.g. + * an intermediate output, program output etc. + */ + virtual void log_evalue(const EValue &evalue, + LoggedEValueType evalue_type) = 0; + + /** + * Log an intermediate tensor output from a delegate. + * + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must be copied + * over into internal memory during this call. + * @param[in] delegate_debug_index The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then kUnsetDebugHandle should be passed in here. + * @param[in] output The tensor type output to be logged. + * @return A Result indicating the status of the logging operation. + * - True if the tensor type output was successfully logged. + * - False if the tensor type output was filtered out and not logged. + * - An error code if an error occurs during logging. + */ + virtual Result + log_intermediate_output_delegate(const char *name, + DebugHandle delegate_debug_index, + const executorch::aten::Tensor &output) = 0; + + /** + * Log an intermediate tensor array output from a delegate. + * + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must be copied + * over into internal memory during this call. + * @param[in] delegate_debug_index The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then kUnsetDebugHandle should be passed in here. + * @param[in] output The tensor array type output to be logged. + * @return A Result indicating the status of the logging operation. + * - True if the tensor array type output was successfully logged. + * - False if the tensor array type output was filtered out and not + * logged. + * - An error code if an error occurs during logging. + */ + virtual Result log_intermediate_output_delegate( + const char *name, DebugHandle delegate_debug_index, + const ArrayRef output) = 0; + + /** + * Log an intermediate int output from a delegate. + * + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must be copied + * over into internal memory during this call. + * @param[in] delegate_debug_index The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then kUnsetDebugHandle should be passed in here. + * @param[in] output The int type output to be logged. + * @return A Result indicating the status of the logging operation. + * - True if the int type output was successfully logged. + * - False if the int type output was filtered out and not logged. + * - An error code if an error occurs during logging. + */ + virtual Result + log_intermediate_output_delegate(const char *name, + DebugHandle delegate_debug_index, + const int &output) = 0; + + /** + * Log an intermediate bool output from a delegate. + * + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must be copied + * over into internal memory during this call. + * @param[in] delegate_debug_index The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then kUnsetDebugHandle should be passed in here. + * @param[in] output The bool type output to be logged. + * @return A Result indicating the status of the logging operation. + * - True if the bool type output was successfully logged. + * - False if the bool type output was filtered out and not logged. + * - An error code if an error occurs during logging. + */ + virtual Result + log_intermediate_output_delegate(const char *name, + DebugHandle delegate_debug_index, + const bool &output) = 0; + + /** + * Log an intermediate double output from a delegate. + * + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must be copied + * over into internal memory during this call. + * @param[in] delegate_debug_index The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then kUnsetDebugHandle should be passed in here. + * @param[in] output The double type output to be logged. + * @return A Result indicating the status of the logging operation. + * - True if the double type output was successfully logged. + * - False if the double type output was filtered out and not logged. + * - An error code if an error occurs during logging. + */ + virtual Result + log_intermediate_output_delegate(const char *name, + DebugHandle delegate_debug_index, + const double &output) = 0; + + /** + * Helper function to set the chain id ands debug handle. Users have two + * options, the first is that they can directly pass in the chain id and debug + * handle to start_profiling or they can explicitly set them through this + * helper before calling start_profiling. + * + * The reason this helper exists is to + * solve a specific problem. We want to do profiling logging inside the + * codegen layer which calls the kernels. The problem though is that the + * codegen layer doesn't have access to these ids when calling + * start_profiling. + * + * Users should ideally use these within a RAII scope interface to make sure + * that these values are unset after the end_profiling call. If non-default + * values are passed into the start_profiling call they will always be given + * precedence over the values set by this interface. + * + * So what we do is call this helper in method.cpp before + * we hit the codegen layer and in the codegen layer we do a start_profiling + * call without passing in a chain_id or debug_handle. This ensures that the + * values set via this helper are the ones associated with that call. + * + * @param[in] chain_id Chain id of the current instruction being exectuted. + * @param[in] debug_handle Debug handle of the current instruction being + * executed. In this context debug handle and instruction id are the same + * thing. + */ + void set_chain_debug_handle(ChainID chain_id, DebugHandle debug_handle) { + chain_id_ = chain_id; + debug_handle_ = debug_handle; + } + + /** + * When running a program wrapped in a bundled program, log the bundled input + * index of the current bundled input being tested out on this method. + * If users want to unset the index back to the default value, they can call + * this method with kUnsetBundledInputIndex. + * + * @param[in] bundled_input_index Index of the current input being tested + */ + void set_bundled_input_index(int bundled_input_index) { + bundled_input_index_ = bundled_input_index; + } + + /** + * Return the current bundled input index. + */ + int bundled_input_index() { return bundled_input_index_; } + + /** + * Set the level of event tracer debug logging that is desired. + * + */ + void set_event_tracer_debug_level(EventTracerDebugLogLevel log_level) { + event_tracer_debug_level_ = log_level; + } + + /** + * Return the current level of event tracer debug logging. + */ + EventTracerDebugLogLevel event_tracer_debug_level() { + return event_tracer_debug_level_; + } + + /** + * Set the level of event tracer profiling that is desired. + */ + void + set_event_tracer_profiling_level(EventTracerProfilingLevel profiling_level) { + event_tracer_profiling_level_ = profiling_level; + } + + /** + * Set the filter of event tracer for delegation intermediate outputs. + */ + void set_delegation_intermediate_output_filter( + EventTracerFilterBase *event_tracer_filter); + + /** + * Return the current level of event tracer profiling. + */ + EventTracerProfilingLevel event_tracer_profiling_level() { + return event_tracer_profiling_level_; + } + + /** + * Return the current status of intermediate outputs logging mode. + */ + bool intermediate_outputs_logging_status() { + return log_intermediate_tensors_; + } + + /** + * Get the current chain id. + * + * @return Current chain id. + */ + ChainID current_chain_id() { return chain_id_; } + + /** + * Get the current debug handle. + * + * @return Current debug handle. + */ + DebugHandle current_debug_handle() { return debug_handle_; } + + virtual ~EventTracer() {} + +protected: + ChainID chain_id_ = kUnsetChainId; + DebugHandle debug_handle_ = kUnsetDebugHandle; + bool event_tracer_enable_debugging_ = false; + bool log_intermediate_tensors_ = false; + int bundled_input_index_ = kUnsetBundledInputIndex; + EventTracerDebugLogLevel event_tracer_debug_level_ = + EventTracerDebugLogLevel::kNoLogging; + EventTracerProfilingLevel event_tracer_profiling_level_ = + EventTracerProfilingLevel::kProfileAllEvents; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::AllocatorID; +using ::executorch::runtime::ChainID; +using ::executorch::runtime::DebugHandle; +using ::executorch::runtime::DelegateDebugIdType; +using ::executorch::runtime::EventTracer; +using ::executorch::runtime::EventTracerDebugLogLevel; +using ::executorch::runtime::EventTracerEntry; +using ::executorch::runtime::kUnsetBundledInputIndex; +using ::executorch::runtime::kUnsetChainId; +using ::executorch::runtime::kUnsetDebugHandle; +using ::executorch::runtime::LoggedEValueType; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/event_tracer_hooks.h b/third-party/include/executorch/runtime/core/event_tracer_hooks.h new file mode 100644 index 000000000..1e46013c4 --- /dev/null +++ b/third-party/include/executorch/runtime/core/event_tracer_hooks.h @@ -0,0 +1,323 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +/** + * @file + * + * This file contains the hooks that are inserted across various parts of the + * core runtime code to call into the EventTracer class for logging of profiling + * and debugging events. Any calls made to the EventTracer from the runtime must + * be made via these hooks. + * Users shouldn't directly add these hooks in their code and it's meant only + * for usage in ExecuTorch internal code. + * + * The benefit of defining these hooks is that we can easily control whether or + * not we want to compile in the EventTracer code based on the status of the + * ET_EVENT_TRACER_ENABLED flag. + * + * TODO(dbort): Make this a private header of runtime/executor. It only contains + * runtime-internal functions and should not be part of the public set of + * headers. + */ + +namespace executorch { +namespace runtime { +namespace internal { + +/** + * This class enables scope based profiling where needed using RAII for + * operators only. If operator profiling is disabled then this class is a no-op. + */ +class EventTracerProfileOpScope final { +public: + EventTracerProfileOpScope(EventTracer *event_tracer, const char *name) { +#ifdef ET_EVENT_TRACER_ENABLED + event_tracer_ = event_tracer; + if (event_tracer_ == nullptr) { + return; + } + if (event_tracer_->event_tracer_profiling_level() > + executorch::runtime::EventTracerProfilingLevel::kProfileMethodOnly) { + event_entry_ = event_tracer->start_profiling(name); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)name; +#endif + } + + ~EventTracerProfileOpScope() { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer_ == nullptr) { + return; + } + if (event_tracer_->event_tracer_profiling_level() > + executorch::runtime::EventTracerProfilingLevel::kProfileMethodOnly) { + event_tracer_->end_profiling(event_entry_); + } +#endif + } + +private: +#ifdef ET_EVENT_TRACER_ENABLED + EventTracer *event_tracer_; + EventTracerEntry event_entry_; +#endif +}; + +using EventTracerProfileScope = EventTracerProfileOpScope; + +/** + * This class enables scope based profiling where needed using RAII. + * Profiling will be started when the object is created and will end + * when the object goes out of scope. This is specifically intended to + * be used for profiling methods in the runtime. + */ +class EventTracerProfileMethodScope final { +public: + EventTracerProfileMethodScope(EventTracer *event_tracer, const char *name) { +#ifdef ET_EVENT_TRACER_ENABLED + event_tracer_ = event_tracer; + if (event_tracer_ == nullptr) { + return; + } + event_entry_ = event_tracer->start_profiling(name); +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)name; +#endif + } + + ~EventTracerProfileMethodScope() { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer_ == nullptr) { + return; + } + event_tracer_->end_profiling(event_entry_); +#endif + } + +private: +#ifdef ET_EVENT_TRACER_ENABLED + EventTracer *event_tracer_; + EventTracerEntry event_entry_; +#endif +}; + +/** + * This class helps us set and then clear out the chain id and debug handle + * values stored in the event tracer class using RAII. This is typically called + * in the executor loop before entering the codegen layer to configure the chain + * id and debug handle of the current instruction being executed. + * After we return from the kernel execution we can then reset the chain id and + * debug handle to defaults when this object goes out of scope. + */ +class EventTracerProfileInstructionScope final { +public: + EventTracerProfileInstructionScope(EventTracer *event_tracer, + ChainID chain_idx, + DebugHandle debug_handle) { +#ifdef ET_EVENT_TRACER_ENABLED + event_tracer_ = event_tracer; + if (event_tracer_ == nullptr) { + return; + } + event_tracer_->set_chain_debug_handle(chain_idx, debug_handle); +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)chain_idx; + (void)debug_handle; +#endif + } + + ~EventTracerProfileInstructionScope() { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer_ == nullptr) { + return; + } + event_tracer_->set_chain_debug_handle(kUnsetChainId, kUnsetDebugHandle); +#endif + } + +private: +#ifdef ET_EVENT_TRACER_ENABLED + EventTracer *event_tracer_; +#endif +}; + +inline bool event_tracer_enabled() { +#ifdef ET_EVENT_TRACER_ENABLED + return true; +#else //! ET_EVENT_TRACER_ENABLED + return false; +#endif +} +/** + * Create a new event block with the specified name. Any events logged + * after this will be associated with this new event block. + */ +inline void event_tracer_create_event_block(EventTracer *event_tracer, + char const *name) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + event_tracer->create_event_block(name); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)name; +#endif +} + +/** + * Explicitly mark the beginning of a new profiling event. This returns + * an instance of an EventTracerEntry object that the user needs to keep + * around and pass into the corresponding event_tracer_end_profiling_event + * call. + */ +inline EventTracerEntry +event_tracer_begin_profiling_event(EventTracer *event_tracer, + char const *name) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + return event_tracer->start_profiling(name); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)name; +#endif + // There is no active tracer; this value will be ignored. + return EventTracerEntry(); +} + +/** + * Mark the end of a profiling event passing in the entry token + * returned by a previous call to ET_EVENT_TRACER_BEGIN_PROFILING_EVENT. + */ +inline void event_tracer_end_profiling_event(EventTracer *event_tracer, + EventTracerEntry event) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + event_tracer->end_profiling(event); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)event; +#endif +} + +/** + * Start the tracking of the allocator represented by this name and returns + * an AllocatorID that will be used to track all subsequent allocations done by + * this allocator. + */ +inline AllocatorID event_tracer_track_allocator(EventTracer *event_tracer, + const char *name) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + return event_tracer->track_allocator(name); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)name; +#endif + // There is no active tracer; this value will be ignored. + return 0; +} + +/// Log the allocation event done via the allocator represented by id. +inline void event_tracer_track_allocation(EventTracer *event_tracer, + AllocatorID id, size_t size) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + event_tracer->track_allocation(id, size); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)id; + (void)size; +#endif +} + +/// Log an intermediate value. +inline void event_tracer_log_evalue(EventTracer *event_tracer, EValue &evalue) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + if (event_tracer->event_tracer_debug_level() >= + EventTracerDebugLogLevel::kIntermediateOutputs) { + event_tracer->log_evalue(evalue, LoggedEValueType::kIntermediateOutput); + } + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)evalue; +#endif +} + +/// Log a program output. +inline void event_tracer_log_evalue_output(EventTracer *event_tracer, + const EValue &evalue) { +#ifdef ET_EVENT_TRACER_ENABLED + /* + * If debugging via event tracer is enabled but intermediate output logging is + * disabled then we want to only log the outputs. + */ + if (event_tracer) { + if (event_tracer->event_tracer_debug_level() >= + EventTracerDebugLogLevel::kProgramOutputs) { + event_tracer->log_evalue(evalue, LoggedEValueType::kProgramOutput); + } + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)evalue; +#endif +} + +// Set the bundled input index of the current bundled input being used by the +// method. +inline void event_tracer_set_bundled_input_index(EventTracer *event_tracer, + int bundled_input_index) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + event_tracer->set_bundled_input_index(bundled_input_index); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer; + (void)bundled_input_index; +#endif +} + +} // namespace internal +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +namespace internal { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::internal::event_tracer_begin_profiling_event; +using ::executorch::runtime::internal::event_tracer_create_event_block; +using ::executorch::runtime::internal::event_tracer_end_profiling_event; +using ::executorch::runtime::internal::event_tracer_log_evalue; +using ::executorch::runtime::internal::event_tracer_log_evalue_output; +using ::executorch::runtime::internal::event_tracer_set_bundled_input_index; +using ::executorch::runtime::internal::event_tracer_track_allocation; +using ::executorch::runtime::internal::event_tracer_track_allocator; +using ::executorch::runtime::internal::EventTracerProfileInstructionScope; +using ::executorch::runtime::internal::EventTracerProfileMethodScope; +using ::executorch::runtime::internal::EventTracerProfileOpScope; +using ::executorch::runtime::internal::EventTracerProfileScope; + +} // namespace internal +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/event_tracer_hooks_delegate.h b/third-party/include/executorch/runtime/core/event_tracer_hooks_delegate.h new file mode 100644 index 000000000..170246305 --- /dev/null +++ b/third-party/include/executorch/runtime/core/event_tracer_hooks_delegate.h @@ -0,0 +1,197 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +/** + * @file + * + * This file contains the hooks that can be used by runtime delegate backend + * authors to log profiling and debugging events from backend code. In order to + * use these hooks delegate authors would have needed to generate a delegate + * debug identifier mapping using the DelegateMappingBuilder library present in + * executorch/exir/backend/utils.py. The delegate debug identifiers generated by + * that library are the ones that need to be passed to these hooks to log + * events. Using any other identifiers will cause post-processing of the events + * data to not properly link back to the nodes in the original lowered graph. + * + * The benefit of defining these hooks is that we can easily control whether or + * not we want to compile in the EventTracer code based on the status of the + * ET_EVENT_TRACER_ENABLED flag. + */ + +namespace executorch { +namespace runtime { + +/** + * Start the profiling of a delegate event. Similar to start_profiling it will + * return an instance of EventTracerEntry that contains the details of this + * event. Can be left in production code as these hooks compile conditionally. + * + * @param[in] event_tracer The event tracer instance that is doing the logging. + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must be copied over + * into internal memory during this call. + * @param[in] delegate_debug_id The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then kUnsetDebugHandle should be passed in here. + */ +inline EventTracerEntry +event_tracer_start_profiling_delegate(EventTracer *event_tracer, + const char *name, + DebugHandle delegate_debug_id) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + return event_tracer->start_profiling_delegate(name, delegate_debug_id); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)name; + (void)delegate_debug_id; +#endif + // There is no active tracer; this value will be ignored. + return EventTracerEntry(); +} + +/** + * Signal the end of the delegate profiling event contained in + * event_tracer_entry. Users also have the option to log some some free-from + * string based metadata along with this. Can be left in production code as + * these hooks compile conditionally. + * + * @param[in] event_tracer The event tracer instance that is doing the logging. + * @param[in] event_tracer_entry The EventTracerEntry returned by a call to + * start_profiling_delegate(). + * @param[in] metadata Optional data relevant to the execution that the user + * wants to log along with this event. Pointer to metadata doesn't need to be + * valid after the call to this function. The contents and format of the data + * are transparent to the event tracer. It will just pipe along the data and + * make it available for the user again in the post-processing stage. + * @param[in] metadata_len Length of the metadata buffer. + */ +inline void event_tracer_end_profiling_delegate( + EventTracer *event_tracer, EventTracerEntry event_tracer_entry, + const void *metadata = nullptr, size_t metadata_len = 0) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + event_tracer->end_profiling_delegate(event_tracer_entry, metadata, + metadata_len); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)event_tracer_entry; + (void)metadata; + (void)metadata_len; +#endif +} + +/** + * Some delegates get access to the profiling details only after the complete + * graph has been executed. This interface is to support such use cases. It + * can be called in a loop etc. to log any number of profiling events that are + * part of this delegate. Can be left in production code as these hooks + * compile conditionally. + * + * @param[in] event_tracer The event tracer instance that is doing the logging. + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must + * be copied over into internal memory during this call. + * @param[in] delegate_debug_id The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then -1 should be passed in here. + * @param[in] start_time The timestamp when the delegate event started. + * @param[in] end_time The timestamp when the delegate event finished. + * @param[in] metadata Optional data relevant to the execution that the user + * wants to log along with this event. Pointer to metadata doesn't need to be + * valid after the call to this function. The contents and format of the data + * are transparent to the event tracer. It will just pipe along the data and + * make it available for the user again in the post-processing stage. + * @param[in] metadata_len Length of the metadata buffer. + */ +inline void event_tracer_log_profiling_delegate( + EventTracer *event_tracer, const char *name, DebugHandle delegate_debug_id, + et_timestamp_t start_time, et_timestamp_t end_time, + const void *metadata = nullptr, size_t metadata_len = 0) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + event_tracer->log_profiling_delegate(name, delegate_debug_id, start_time, + end_time, metadata, metadata_len); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)name; + (void)delegate_debug_id; + (void)start_time; + (void)end_time; + (void)metadata; + (void)metadata_len; +#endif +} + +/** + * This templated interfaces can be called in a loop etc. to log any number of + * debug events that are part of this delegate. Supported values types are int, + * bool, double, tensor and array of tensors. Can be left in production code as + * these hooks compile conditionally. + * + * @param[in] event_tracer The event tracer instance that is doing the logging. + * @param[in] name Human readable name for the delegate event. This name has + * to be the same name that was passed in during the Debug delegate mapping + * generation in the export/ahead-of-time process. If indices and not names + * are used by this delegate to identify ops executed in the backend then + * nullptr can be passed in. Users calling this interface do not need to keep + * the memory pointed to by this pointer around. The string must + * be copied over into internal memory during this call. + * @param[in] delegate_debug_id The id of the delegate event. If string + * based names are used by this delegate to identify ops executed in the + * backend then -1 should be passed in here. + * @param[in] output The output to be logged. + */ +template +inline void event_tracer_log_output_delegate(EventTracer *event_tracer, + const char *name, + DebugHandle delegate_debug_id, + const T &output) { +#ifdef ET_EVENT_TRACER_ENABLED + if (event_tracer) { + static_assert( + std::is_same::value || std::is_same::value || + std::is_same::value || + std::is_same::value || + std::is_same>::value, + "Unsupported type for intermediate output"); + event_tracer->log_intermediate_output_delegate(name, delegate_debug_id, + output); + } +#else //! ET_EVENT_TRACER_ENABLED + (void)name; + (void)delegate_debug_id; + (void)output; +#endif +} + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::event_tracer_end_profiling_delegate; +using ::executorch::runtime::event_tracer_log_output_delegate; +using ::executorch::runtime::event_tracer_log_profiling_delegate; +using ::executorch::runtime::event_tracer_start_profiling_delegate; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/exec_aten/exec_aten.h b/third-party/include/executorch/runtime/core/exec_aten/exec_aten.h new file mode 100644 index 000000000..864cc8aba --- /dev/null +++ b/third-party/include/executorch/runtime/core/exec_aten/exec_aten.h @@ -0,0 +1,147 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include // @manual +#include +#ifdef USE_ATEN_LIB +#include // @manual +#include +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include +#else // use executor +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual +#include // @manual + +#endif + +namespace executorch { +namespace aten { + +using TensorShapeDynamism = executorch::runtime::TensorShapeDynamism; + +#ifdef USE_ATEN_LIB + +using Tensor = at::Tensor; +using TensorList = at::TensorList; +using TensorImpl = at::TensorImpl; +using string_view = std::string_view; +template using ArrayRef = c10::ArrayRef; +template using optional = std::optional; +using nullopt_t = std::nullopt_t; +using std::nullopt; +using ScalarType = at::ScalarType; +using Scalar = c10::Scalar; +using MemoryFormat = c10::MemoryFormat; +using SizesType = int64_t; +using DimOrderType = uint8_t; +using StridesType = int64_t; +using Device = c10::Device; +using DeviceType = c10::DeviceType; +using Layout = c10::Layout; + +// Custom types that map to ScalarType +using Half = c10::Half; +template using complex = c10::complex; +using qint8 = c10::qint8; +using quint8 = c10::quint8; +using qint32 = c10::qint32; +using BFloat16 = c10::BFloat16; +using quint4x2 = c10::quint4x2; +using quint2x4 = c10::quint2x4; +using IntArrayRef = at::IntArrayRef; + +template using OptionalArrayRef = c10::OptionalArrayRef; +using OptionalIntArrayRef = OptionalArrayRef; + +inline ssize_t compute_numel(const SizesType *sizes, ssize_t dim) { + return static_cast( + c10::multiply_integers(c10::ArrayRef(sizes, dim))); +} + +#else // Use executor types + +using Tensor = torch::executor::Tensor; +using TensorImpl = torch::executor::TensorImpl; +using string_view = torch::executor::string_view; +template using ArrayRef = torch::executor::ArrayRef; +template using optional = torch::executor::optional; +using nullopt_t = torch::executor::nullopt_t; +// NOLINTNEXTLINE(facebook-hte-NamespaceScopedStaticDeclaration) +using std::nullopt; +using ScalarType = torch::executor::ScalarType; +using TensorList = ArrayRef; +using Scalar = torch::executor::Scalar; +using MemoryFormat = torch::executor::MemoryFormat; +using SizesType = torch::executor::Tensor::SizesType; +using DimOrderType = torch::executor::Tensor::DimOrderType; +using StridesType = torch::executor::Tensor::StridesType; +using Device = torch::executor::Device; +using DeviceType = torch::executor::DeviceType; +using Layout = torch::executor::Layout; + +// Custom types that map to ScalarType +using Half = torch::executor::Half; +template using complex = torch::executor::complex; +using qint8 = torch::executor::qint8; +using quint8 = torch::executor::quint8; +using qint32 = torch::executor::qint32; +using BFloat16 = torch::executor::BFloat16; +using quint4x2 = torch::executor::quint4x2; +using quint2x4 = torch::executor::quint2x4; + +using IntArrayRef = torch::executor::IntArrayRef; + +template +using OptionalArrayRef = + torch::executor::optional>; +using OptionalIntArrayRef = OptionalArrayRef; + +using torch::executor::compute_numel; + +#endif // Use ExecuTorch types + +} // namespace aten +} // namespace executorch + +// DEPRECATED: The exec_aten:: namespace is deprecated. Use executorch::aten:: +// instead. +namespace exec_aten = executorch::aten; + +namespace torch { +namespace executor { +using TensorList = ::executorch::aten::TensorList; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/exec_aten/util/dim_order_util.h b/third-party/include/executorch/runtime/core/exec_aten/util/dim_order_util.h new file mode 100644 index 000000000..8ed343174 --- /dev/null +++ b/third-party/include/executorch/runtime/core/exec_aten/util/dim_order_util.h @@ -0,0 +1,263 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include + +#include +#include +#include + +namespace executorch { +namespace runtime { + +namespace { +template +bool validate_dim_order(const DimOrderType *dim_order, const size_t dims) { + for (size_t i = 0; i < dims; ++i) { + if (dim_order[i] >= static_cast(dims)) { + return false; + } + } + return true; +} +} // namespace + +/** + * Check if a given dim_order array is equivalent to the contiguous dim order of + * {0, 1, 2, 3, ...} + * + * @param[in] dim_order pointer to dim_order array + * @param[in] dims length of the dim_order array + */ +template +inline bool is_contiguous_dim_order(const DimOrderType *dim_order, + const size_t dims) { + for (size_t i = 0; i < dims; ++i) { + if (dim_order[i] != static_cast(i)) { + return false; + } + } + return true; +} + +/** + * Check if a given dim_order array is equivalent to a channels last dim order. + * Channels last dim order is only valid for 4-dim and 5-dim tensors. + * + * @param[in] dim_order pointer to dim_order array + * @param[in] dims length of the dim_order array + */ +template +bool is_channels_last_dim_order(const DimOrderType *dim_order, + const size_t dims) { + if (dims != 4 && dims != 5) { + return false; + } + // 4-dim tensor is interpreted as NCHW, 5-dim tensor is interpreted as NCHWD + DimOrderType channels_dim = 1; + // Last value in the dim order should be the channels dim + if (dim_order[dims - 1] != channels_dim) { + return false; + } + + if (dim_order[0] != 0) { + return false; + } + DimOrderType d = 1; + while (d < static_cast(dims) - 1) { + if (dim_order[d] != d + 1) { + return false; + } + d++; + } + return true; +} + +/* + * This utility translated sizes to strides by using dimension order + * information. Dimension order specifies how the dimensions are laid out in the + * memory. For example for Size = [2, 3, 4, 5] dim_names = [N, C, H, W] + * dim_order = [0, 2, 3, 1] + * strides = [60, 1, 15, 3] + * param[in]: sizes, pointer to sizes array + * param[in]: dim_order, pointer to dimension order array + * param[in]: dims, number of dims. Sizes and dim_order must be sizes to dims + * param[out]: strides, pointer to strides array that is filled in + * + * NB: Reason for not using ArrayRef is the dependency on kernel_types.h + * This header cannot be included, because of circular dep it causes. + * kernel_types depends on executorch_kernel_types in lean mode, which compiles + * TensorImpl.cpp. executorch_kernel_types needs to depend on dim_order_utils + * in order to utilize dim_order_to_stride in its resize impl. If + * dim_order_utils depends on kernel_type, we have circular deps. This is also + * the reason for templatizing this function. Better ideas welcome! + * TODO(T148342910) + * + * Note that this function does not check that the provided dim order is valid. + * This function should only be used when the validity of the dim order has been + * checked beforehand. A safer version of this function is provided below as + * dim_order_to_stride which will check that the dim order is valid. + */ +template +inline void dim_order_to_stride_nocheck(const SizesType *sizes, + const DimOrderType *dim_order, + const size_t dims, + StridesType *strides) { + // For 0 dim tensors, just return ok. + if (dims == 0) { + return; + } + // Fastest moving dim has stride of 1. + // For example: + // Size = [2, 3, 4, 5] dim_names = [N, C, H, W] + // dim_order = [0, 2, 3, 1] + // strides = [60, 1, 15, 3] + strides[dim_order[dims - 1]] = 1; + for (int32_t i = dims - 2; i >= 0; --i) { + if (sizes[dim_order[i + 1]] == 0) { + strides[dim_order[i]] = strides[dim_order[i + 1]]; + } else { + strides[dim_order[i]] = + strides[dim_order[i + 1]] * sizes[dim_order[i + 1]]; + } + } +} + +template +ET_NODISCARD inline Error +dim_order_to_stride(const SizesType *sizes, const DimOrderType *dim_order, + const size_t dims, StridesType *strides) { + // For 0 dim tensors, just return ok. + if (dims == 0) { + return Error::Ok; + } + ET_CHECK_OR_RETURN_ERROR(validate_dim_order(dim_order, dims), InvalidArgument, + "Invalid dim order. One of the value is larger than " + "the number of dims %zu", + dims); + + dim_order_to_stride_nocheck(sizes, dim_order, dims, strides); + return Error::Ok; +} + +namespace internal { + +template struct StrideDimOrder { + StridesType stride; + DimOrderType dim_order; + + StrideDimOrder(StridesType stride_, DimOrderType dim_order_) + : stride(stride_), dim_order(dim_order_) {} + StrideDimOrder() = default; + bool operator>(const StrideDimOrder &other) const { + // descending order + return stride < other.stride; + } +}; + +template struct Sorter { +public: + void quick_sort(ValueType arr[], int32_t low, int32_t high) { + if (low < high) { + ValueType pivot = arr[high]; + int32_t pos = partition(arr, low, high, pivot); + + quick_sort(arr, low, pos - 1); + quick_sort(arr, pos + 1, high); + } + } + +private: + void swap(ValueType arr[], int32_t pos1, int32_t pos2) noexcept { + ValueType temp = arr[pos1]; + arr[pos1] = arr[pos2]; + arr[pos2] = temp; + } + + int32_t partition(ValueType arr[], int32_t low, int32_t high, + ValueType pivot) { + int32_t i = low; + int32_t j = low; + while (i <= high) { + if (arr[i] > pivot) { + i++; + } else { + swap(arr, i++, j++); + } + } + return j - 1; + } +}; + +} // namespace internal + +/* + * This utility translated strides to dimension order + * information. Dimension order specifies how the dimensions are laid out in the + * memory. For example for tensor with sizes [3, 5, 2] and strides [5, 1, 15], + * dim order should be [2, 0, 1], which is obtained by sorting strides in + * descending order. param[in]: sizes, pointer to sizes array param[in]: + * dim_order, pointer to dimension order array param[in]: dims, number of dims. + * Sizes and dim_order must be sizes to dims param[out]: strides, pointer to + * strides array that is filled in + * + * NB: Reason for not using ArrayRef is the dependency on kernel_types.h + * This header cannot be included, because of circular dep it causes. + * kernel_types depends on executorch_kernel_types in lean mode, which compiles + * TensorImpl.cpp. executorch_kernel_types needs to depend on dim_order_utils + * in order to utilize dim_order_to_stride in its resize impl. If + * dim_order_utils depends on kernel_type, we have circular deps. This is also + * the reason for templatizing this function. Better ideas welcome! + * TODO(T148342910) + */ +template +ET_NODISCARD inline Error stride_to_dim_order(const StridesType *strides, + const size_t dims, + DimOrderType *dim_order) { + const size_t kMaxNumOfDimensions = 16; + ET_CHECK_OR_RETURN_ERROR(dim_order != nullptr, MemoryAllocationFailed, + "Need memory to get dim_order."); + ET_CHECK_OR_RETURN_ERROR(dims <= kMaxNumOfDimensions, NotSupported, + "dims %zu exceeds maximum allowed %zu", dims, + kMaxNumOfDimensions); + internal::StrideDimOrder + array[kMaxNumOfDimensions]; + for (DimOrderType i = 0; i < dims; i++) { + array[i].dim_order = i; + array[i].stride = strides[i]; + } + + internal::Sorter> sorter; + + sorter.quick_sort(array, 0, dims - 1); + + for (const auto i : c10::irange(dims)) { + dim_order[i] = array[i].dim_order; + } + return Error::Ok; +} + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::dim_order_to_stride; +using ::executorch::runtime::dim_order_to_stride_nocheck; +using ::executorch::runtime::is_channels_last_dim_order; +using ::executorch::runtime::is_contiguous_dim_order; +using ::executorch::runtime::stride_to_dim_order; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/exec_aten/util/scalar_type_util.h b/third-party/include/executorch/runtime/core/exec_aten/util/scalar_type_util.h new file mode 100644 index 000000000..82ad7dbe5 --- /dev/null +++ b/third-party/include/executorch/runtime/core/exec_aten/util/scalar_type_util.h @@ -0,0 +1,1331 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * + * Forked from + * https://github.com/pytorch/pytorch/blob/master/c10/core/ScalarType.h + * + * See file comment in ../ScalarType.h. + * + * This file contains all of the non-critical parts of the original ScalarType.h + * that are not required for the core ExecuTorch runtime, but may be helpful for + * code that uses ScalarType. + */ + +#pragma once + +#include +#include +#include +#include +#include + +#include + +#ifdef USE_ATEN_LIB +// Note that a lot of the macros/functions defined in this ScalarTypeUtil.h file +// are also defined in c10/core/ScalarType.h, which is included via +// kernel_types.h when building in ATen mode. They tend to use different names +// and a different namespace, but if there are conflicts they should be resolved +// here. +#define ET_FORALL_SCALAR_TYPES AT_FORALL_SCALAR_TYPES_WITH_COMPLEX_AND_QINTS +#include +namespace executorch { +namespace aten { +using ScalarType = at::ScalarType; +} // namespace aten +} // namespace executorch +#else // !USE_ATEN_LIB +#include +#include +namespace executorch { +namespace aten { +using ScalarType = torch::executor::ScalarType; +using string_view = torch::executor::string_view; +} // namespace aten +} // namespace executorch +#endif // USE_ATEN_LIB +// DEPRECATED: The executorch::aten:: namespace is deprecated. Use +// executorch::aten:: instead. +namespace exec_aten = ::executorch::aten; + +namespace executorch { +namespace runtime { + +#if !defined(USE_ATEN_LIB) +// Util to figure out if the scalar type if one of the +// supported floating point types. +// In aten mode, aten lib already has these utils as part of +// its vec_base.h +template +struct is_floating_point + : std::integral_constant::value || + std::is_same_v || + std::is_same_v> { +}; + +// Util to figure out if the scalar type is one of the +// reduced precision floating point types. +template +struct is_reduced_floating_point + : std::integral_constant || + std::is_same_v> { +}; + +template +constexpr bool is_reduced_floating_point_v = + is_reduced_floating_point::value; +#endif + +/// Maps ScalarTypes to C++ types. +template <::executorch::aten::ScalarType N> struct ScalarTypeToCppType; + +#define SPECIALIZE_ScalarTypeToCppType(cpp_type, scalar_type) \ + template <> \ + struct ScalarTypeToCppType<::executorch::aten::ScalarType::scalar_type> { \ + using type = cpp_type; \ + }; + +ET_FORALL_SCALAR_TYPES(SPECIALIZE_ScalarTypeToCppType) + +#undef SPECIALIZE_ScalarTypeToCppType + +/// Maps C++ types to ScalarTypes. +template struct CppTypeToScalarType; + +#define SPECIALIZE_CppTypeToScalarType(cpp_type, scalar_type) \ + template <> \ + struct CppTypeToScalarType \ + : std::integral_constant<::executorch::aten::ScalarType, \ + ::executorch::aten::ScalarType::scalar_type> { \ + }; + +ET_FORALL_SCALAR_TYPES(SPECIALIZE_CppTypeToScalarType) + +#undef SPECIALIZE_CppTypeToScalarType + +// +// Macros that iterate across different subsets of ScalarTypes. +// +// See ET_FORALL_SCALAR_TYPES in ScalarType.h to iterate across all ScalarType +// names and types. +// +// For all of these macros, the final `_` parameter is the name of another macro +// that takes two parameters: the name of a C type, and the name of the +// corresponding ScalarType enumerator. +// +// Note that these macros should use fully-qualified namespaces (starting with +// `::`) to ensure that they can be called safely in any arbitrary namespace. +// + +// In this context, "INT" means integer C types, which is why the quantized +// integer types are not included. +#define ET_FORALL_INT_TYPES(_) \ + _(uint8_t, Byte) \ + _(int8_t, Char) \ + _(int16_t, Short) \ + _(int32_t, Int) \ + _(int64_t, Long) + +// Here `ANOTHER_INPUT` should be another variable to be forwarded to a given +// function. +#define ET_FORALL_INT_TYPES_WITH(ANOTHER_INPUT, _) \ + _(ANOTHER_INPUT, uint8_t, Byte) \ + _(ANOTHER_INPUT, int8_t, Char) \ + _(ANOTHER_INPUT, int16_t, Short) \ + _(ANOTHER_INPUT, int32_t, Int) \ + _(ANOTHER_INPUT, int64_t, Long) + +#define ET_FORALL_INT_TYPES_WITH2(ANOTHER_INPUT1, ANOTHER_INPUT2, _) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, uint8_t, Byte) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int8_t, Char) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int16_t, Short) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int32_t, Int) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int64_t, Long) + +#define ET_FORALL_INT_TYPES_AND(SCALARTYPE, _) \ + _(uint8_t, Byte) \ + _(int8_t, Char) \ + _(int16_t, Short) \ + _(int32_t, Int) \ + _(int64_t, Long) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE>::type, \ + SCALARTYPE) + +// In this context, "FLOAT" means float C types, which is why BFloat16 is not +// included. +#define ET_FORALL_FLOAT_TYPES(_) \ + _(float, Float) \ + _(double, Double) + +#define ET_FORALL_FLOAT_TYPES_AND(SCALARTYPE, _) \ + _(float, Float) \ + _(double, Double) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE>::type, \ + SCALARTYPE) + +#define ET_FORALL_FLOAT_TYPES_AND2(SCALARTYPE1, SCALARTYPE2, _) \ + _(float, Float) \ + _(double, Double) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE1>::type, \ + SCALARTYPE1) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE2>::type, \ + SCALARTYPE2) + +#define ET_FORALL_FLOATH_TYPES(_) ET_FORALL_FLOAT_TYPES_AND(Half, _) + +#define ET_FORALL_FLOATHBF16_TYPES(_) \ + ET_FORALL_FLOAT_TYPES_AND2(Half, BFloat16, _) + +// Here `ANOTHER_INPUT` should be another variable to be forwarded to a given +// function. Not to be confused with another scalar type as in +// `ET_FORALL_FLOAT_TYPES_AND`. +#define ET_FORALL_FLOAT_TYPES_WITH(ANOTHER_INPUT, _) \ + _(ANOTHER_INPUT, float, Float) \ + _(ANOTHER_INPUT, double, Double) + +#define ET_FORALL_FLOAT_TYPES_WITH2(ANOTHER_INPUT1, ANOTHER_INPUT2, _) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, float, Float) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, double, Double) + +#define ET_FORALL_FLOATHBF16_TYPES_WITH2(ANOTHER_INPUT1, ANOTHER_INPUT2, _) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, float, Float) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, double, Double) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, ::executorch::aten::Half, Half) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, ::executorch::aten::BFloat16, BFloat16) + +// In this context, "REAL" means integer/float C types, which is why BFloat16 +// and Half are not included. +#define ET_FORALL_REAL_TYPES(_) \ + _(uint8_t, Byte) \ + _(int8_t, Char) \ + _(int16_t, Short) \ + _(int32_t, Int) \ + _(int64_t, Long) \ + _(float, Float) \ + _(double, Double) + +// Here `ANOTHER_INPUT` should be another variable to be forwarded to a given +// function. Not to be confused with another scalar type as in +// `ET_FORALL_REAL_TYPES_AND`. +#define ET_FORALL_REAL_TYPES_WITH(ANOTHER_INPUT, _) \ + _(ANOTHER_INPUT, uint8_t, Byte) \ + _(ANOTHER_INPUT, int8_t, Char) \ + _(ANOTHER_INPUT, int16_t, Short) \ + _(ANOTHER_INPUT, int32_t, Int) \ + _(ANOTHER_INPUT, int64_t, Long) \ + _(ANOTHER_INPUT, float, Float) \ + _(ANOTHER_INPUT, double, Double) + +#define ET_FORALL_REAL_TYPES_WITH2(ANOTHER_INPUT1, ANOTHER_INPUT2, _) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, uint8_t, Byte) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int8_t, Char) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int16_t, Short) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int32_t, Int) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int64_t, Long) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, float, Float) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, double, Double) + +#define ET_FORALL_REALHBF16_TYPES_WITH2(ANOTHER_INPUT1, ANOTHER_INPUT2, _) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, uint8_t, Byte) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int8_t, Char) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int16_t, Short) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int32_t, Int) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, int64_t, Long) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, float, Float) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, double, Double) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, ::executorch::aten::Half, Half) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, ::executorch::aten::BFloat16, BFloat16) + +#define ET_FORALL_REALHBBF16_TYPES_WITH2(ANOTHER_INPUT1, ANOTHER_INPUT2, _) \ + ET_FORALL_REALHBF16_TYPES_WITH2(ANOTHER_INPUT2, ANOTHER_INPUT2, _) \ + _(ANOTHER_INPUT1, ANOTHER_INPUT2, bool, Bool) + +// For macros that take `SCALARTYPEn` parameters, those parameters should be +// an unquoted/unqualified enumerator name like `Int` or `Float`. +#define ET_FORALL_REAL_TYPES_AND(SCALARTYPE, _) \ + _(uint8_t, Byte) \ + _(int8_t, Char) \ + _(int16_t, Short) \ + _(int32_t, Int) \ + _(int64_t, Long) \ + _(float, Float) \ + _(double, Double) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE>::type, \ + SCALARTYPE) + +#define ET_FORALL_REAL_TYPES_AND2(SCALARTYPE1, SCALARTYPE2, _) \ + _(uint8_t, Byte) \ + _(int8_t, Char) \ + _(int16_t, Short) \ + _(int32_t, Int) \ + _(int64_t, Long) \ + _(float, Float) \ + _(double, Double) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE1>::type, \ + SCALARTYPE1) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE2>::type, \ + SCALARTYPE2) + +#define ET_FORALL_REALH_TYPES(_) ET_FORALL_REAL_TYPES_AND(Half, _) + +#define ET_FORALL_REALHBF16_TYPES(_) \ + ET_FORALL_REAL_TYPES_AND2(Half, BFloat16, _) + +#define ET_FORALL_REALHBBF16_TYPES(_) \ + ET_FORALL_REAL_TYPES_AND3(Bool, Half, BFloat16, _) + +#define ET_FORALL_REAL_TYPES_AND_WITH(SCALARTYPE, ANOTHER_INPUT, _) \ + _(ANOTHER_INPUT, uint8_t, Byte) \ + _(ANOTHER_INPUT, int8_t, Char) \ + _(ANOTHER_INPUT, int16_t, Short) \ + _(ANOTHER_INPUT, int32_t, Int) \ + _(ANOTHER_INPUT, int64_t, Long) \ + _(ANOTHER_INPUT, float, Float) \ + _(ANOTHER_INPUT, double, Double) \ + _(ANOTHER_INPUT, \ + ::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE>::type, \ + SCALARTYPE) + +#define ET_FORALL_REAL_TYPES_AND2(SCALARTYPE1, SCALARTYPE2, _) \ + _(uint8_t, Byte) \ + _(int8_t, Char) \ + _(int16_t, Short) \ + _(int32_t, Int) \ + _(int64_t, Long) \ + _(float, Float) \ + _(double, Double) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE1>::type, \ + SCALARTYPE1) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE2>::type, \ + SCALARTYPE2) + +#define ET_FORALL_REAL_TYPES_AND3(SCALARTYPE1, SCALARTYPE2, SCALARTYPE3, _) \ + _(uint8_t, Byte) \ + _(int8_t, Char) \ + _(int16_t, Short) \ + _(int32_t, Int) \ + _(int64_t, Long) \ + _(float, Float) \ + _(double, Double) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE1>::type, \ + SCALARTYPE1) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE2>::type, \ + SCALARTYPE2) \ + _(::executorch::runtime::ScalarTypeToCppType< \ + ::executorch::aten::ScalarType::SCALARTYPE3>::type, \ + SCALARTYPE3) + +#define ET_FORALL_QINT_TYPES(_) \ + _(::torch::executor::qint8, QInt8) \ + _(::torch::executor::quint8, QUInt8) \ + _(::torch::executor::qint32, QInt32) \ + _(::torch::executor::quint4x2, QUInt4x2) \ + _(::torch::executor::quint2x4, QUInt2x4) + +// In this context, "COMPLEX" means complex types based on primitive C types, +// which is why ComplexHalf is not included. +#define ET_FORALL_COMPLEX_TYPES(_) \ + _(::executorch::aten::complex, ComplexFloat) \ + _(::executorch::aten::complex, ComplexDouble) + +#define ET_FORALL_COMPLEXH_TYPES(_) \ + _(::executorch::aten::complex<::executorch::aten::Half>, ComplexHalf) \ + _(::executorch::aten::complex, ComplexFloat) \ + _(::executorch::aten::complex, ComplexDouble) + +// +// Utility functions to retrieve metadata for a given ScalarType +// + +/** + * Returns true if the parameter is one of the values covered by + * ET_FORALL_SCALAR_TYPES. + */ +inline bool isValid(::executorch::aten::ScalarType type) { + return static_cast(type) >= 0 && + type < ::executorch::aten::ScalarType::NumOptions && + type != ::executorch::aten::ScalarType::Undefined; +} + +/** + * Returns the name of a ScalarType as a C string. + * + * @param[in] t The type to get the name of. + * @return The name of the type, or "UNKNOWN_SCALAR" if the type is not known. + */ +inline const char *toString(::executorch::aten::ScalarType t) { +#define DEFINE_CASE(_, name) \ + case ::executorch::aten::ScalarType::name: \ + return #name; + + switch (t) { + ET_FORALL_SCALAR_TYPES(DEFINE_CASE) + case ::executorch::aten::ScalarType::Undefined: + return "Undefined"; + default: + return "UNKNOWN_SCALAR"; + } +#undef DEFINE_CASE +} + +/** + * Returns the size in bytes of the C type associated with the ScalarType. + * + * Calls ET_CHECK_MSG() if the type is unknown or is ScalarType::Undefined. + * + * @param[in] t The type to get the underlying C type size of. + * @return The size of the associated C type in bytes. + */ +inline size_t elementSize(::executorch::aten::ScalarType t) { +#define CASE_ELEMENTSIZE_CASE(ctype, name) \ + case ::executorch::aten::ScalarType::name: \ + return sizeof(ctype); + + switch (t) { + ET_FORALL_SCALAR_TYPES(CASE_ELEMENTSIZE_CASE) + default: + ET_CHECK_MSG(false, "Unknown ScalarType %" PRId8, static_cast(t)); + } +#undef CASE_ELEMENTSIZE_CASE +} + +inline constexpr bool isIntegralType(::executorch::aten::ScalarType t, + bool includeBool) { + return (includeBool && t == ::executorch::aten::ScalarType::Bool) || + (t == ::executorch::aten::ScalarType::Byte || + t == ::executorch::aten::ScalarType::Char || + t == ::executorch::aten::ScalarType::Int || + t == ::executorch::aten::ScalarType::Long || + t == ::executorch::aten::ScalarType::Short); +} + +template +struct is_integral_type + : public std::integral_constant< + bool, isIntegralType(CppTypeToScalarType::value, includeBool)> {}; + +inline constexpr bool isFloatingType(::executorch::aten::ScalarType t) { + return (t == ::executorch::aten::ScalarType::Double || + t == ::executorch::aten::ScalarType::Float || + t == ::executorch::aten::ScalarType::Half || + t == ::executorch::aten::ScalarType::BFloat16); +} + +inline bool isRealType(::executorch::aten::ScalarType t) { + return (t == ::executorch::aten::ScalarType::Byte || + t == ::executorch::aten::ScalarType::Char || + t == ::executorch::aten::ScalarType::Short || + t == ::executorch::aten::ScalarType::Int || + t == ::executorch::aten::ScalarType::Long || + t == ::executorch::aten::ScalarType::Float || + t == ::executorch::aten::ScalarType::Double); +} + +inline bool isRealHType(::executorch::aten::ScalarType t) { + return (t == ::executorch::aten::ScalarType::Byte || + t == ::executorch::aten::ScalarType::Char || + t == ::executorch::aten::ScalarType::Short || + t == ::executorch::aten::ScalarType::Int || + t == ::executorch::aten::ScalarType::Long || + t == ::executorch::aten::ScalarType::Float || + t == ::executorch::aten::ScalarType::Double || + t == ::executorch::aten::ScalarType::Half); +} + +inline bool isRealHBType(::executorch::aten::ScalarType t) { + return (isRealHType(t) || t == ::executorch::aten::ScalarType::Bool); +} + +inline bool isRealHBF16Type(::executorch::aten::ScalarType t) { + return (isRealHType(t) || t == ::executorch::aten::ScalarType::BFloat16); +} + +inline bool isRealHBBF16Type(::executorch::aten::ScalarType t) { + return (isRealHBType(t) || t == ::executorch::aten::ScalarType::BFloat16); +} + +inline constexpr bool isComplexType(::executorch::aten::ScalarType t) { + return (t == ::executorch::aten::ScalarType::ComplexHalf || + t == ::executorch::aten::ScalarType::ComplexFloat || + t == ::executorch::aten::ScalarType::ComplexDouble); +} + +template +struct is_complex_type + : std::integral_constant::value)> {}; + +constexpr bool isBitsType(::executorch::aten::ScalarType t) { + return t == ::executorch::aten::ScalarType::Bits1x8 || + t == ::executorch::aten::ScalarType::Bits2x4 || + t == ::executorch::aten::ScalarType::Bits4x2 || + t == ::executorch::aten::ScalarType::Bits8 || + t == ::executorch::aten::ScalarType::Bits16; +} + +template +struct is_bits_type + : std::integral_constant::value)> { +}; + +constexpr bool isQIntType(::executorch::aten::ScalarType t) { + // Don't forget to extend this when adding new QInt types + return t == ::executorch::aten::ScalarType::QInt8 || + t == ::executorch::aten::ScalarType::QUInt8 || + t == ::executorch::aten::ScalarType::QInt32 || + t == ::executorch::aten::ScalarType::QUInt4x2 || + t == ::executorch::aten::ScalarType::QUInt2x4; +} + +template +struct is_qint_type + : std::integral_constant::value)> { +}; + +constexpr bool isFloat8Type(::executorch::aten::ScalarType t) { + // Don't forget to extend this when adding new QInt types + return t == ::executorch::aten::ScalarType::Float8_e5m2 || + t == ::executorch::aten::ScalarType::Float8_e4m3fn || + t == ::executorch::aten::ScalarType::Float8_e5m2fnuz || + t == ::executorch::aten::ScalarType::Float8_e4m3fnuz; +} + +template +struct is_float8_type + : std::integral_constant::value)> {}; + +constexpr bool isBarebonesUnsignedType(::executorch::aten::ScalarType t) { + // Don't forget to extend this when adding new QInt types + return t == ::executorch::aten::ScalarType::UInt16 || + t == ::executorch::aten::ScalarType::UInt32 || + t == ::executorch::aten::ScalarType::UInt64; +} + +template +struct is_barebones_unsigned_type + : std::integral_constant::value)> {}; + +inline ::executorch::aten::ScalarType +toQIntType(::executorch::aten::ScalarType t) { + switch (t) { + case ::executorch::aten::ScalarType::Byte: + return ::executorch::aten::ScalarType::QUInt8; + case ::executorch::aten::ScalarType::Char: + return ::executorch::aten::ScalarType::QInt8; + case ::executorch::aten::ScalarType::Int: + return ::executorch::aten::ScalarType::QInt32; + default: + return t; + } +} + +inline ::executorch::aten::ScalarType +toUnderlying(::executorch::aten::ScalarType t) { + switch (t) { + case ::executorch::aten::ScalarType::QUInt8: + return ::executorch::aten::ScalarType::Byte; + case ::executorch::aten::ScalarType::QInt8: + return ::executorch::aten::ScalarType::Char; + case ::executorch::aten::ScalarType::QInt32: + return ::executorch::aten::ScalarType::Int; + case ::executorch::aten::ScalarType::QUInt4x2: + return ::executorch::aten::ScalarType::Byte; + case ::executorch::aten::ScalarType::QUInt2x4: + return ::executorch::aten::ScalarType::Byte; + default: + return t; + } +} + +inline bool isSignedType(::executorch::aten::ScalarType t) { + ET_CHECK_MSG(!::executorch::runtime::isQIntType(t), + "isSignedType not supported for quantized types like %" PRId8, + static_cast(t)); +#define CASE_SIGNED(ctype, name) \ + case ::executorch::aten::ScalarType::name: \ + return std::numeric_limits::is_signed; + + switch (t) { + case ::executorch::aten::ScalarType::ComplexHalf: + case ::executorch::aten::ScalarType::ComplexFloat: + case ::executorch::aten::ScalarType::ComplexDouble: + return true; + ET_FORALL_REAL_TYPES_AND3(Half, Bool, BFloat16, CASE_SIGNED) + default: + ET_CHECK_MSG(false, "Unknown ScalarType %" PRId8, static_cast(t)); + } +#undef CASE_SIGNED +} + +inline bool isUnderlying(::executorch::aten::ScalarType type, + ::executorch::aten::ScalarType qtype) { + return type == ::executorch::runtime::toUnderlying(qtype); +} + +inline constexpr ::executorch::aten::ScalarType +toRealValueType(::executorch::aten::ScalarType t) { + switch (t) { + case ::executorch::aten::ScalarType::ComplexHalf: + return ::executorch::aten::ScalarType::Half; + case ::executorch::aten::ScalarType::ComplexFloat: + return ::executorch::aten::ScalarType::Float; + case ::executorch::aten::ScalarType::ComplexDouble: + return ::executorch::aten::ScalarType::Double; + default: + return t; + } +} + +inline constexpr ::executorch::aten::ScalarType +toComplexType(::executorch::aten::ScalarType t) { + switch (t) { + case ::executorch::aten::ScalarType::BFloat16: + // BFloat16 has range equivalent to Float, + // so we map it to ComplexFloat. + return ::executorch::aten::ScalarType::ComplexFloat; + case ::executorch::aten::ScalarType::Half: + return ::executorch::aten::ScalarType::ComplexHalf; + case ::executorch::aten::ScalarType::Float: + return ::executorch::aten::ScalarType::ComplexFloat; + case ::executorch::aten::ScalarType::Double: + return ::executorch::aten::ScalarType::ComplexDouble; + case ::executorch::aten::ScalarType::ComplexHalf: + return ::executorch::aten::ScalarType::ComplexHalf; + case ::executorch::aten::ScalarType::ComplexFloat: + return ::executorch::aten::ScalarType::ComplexFloat; + case ::executorch::aten::ScalarType::ComplexDouble: + return ::executorch::aten::ScalarType::ComplexDouble; + default: + ET_CHECK_MSG(false, "Unknown Complex ScalarType for %" PRId8, + static_cast(t)); + } +} + +/** + * Encodes type casting rules that are consistent with ATen behaviour. + */ +inline constexpr bool canCast(const ::executorch::aten::ScalarType from, + const ::executorch::aten::ScalarType to) { + // Disallow complex -> non-complex + return !(::executorch::runtime::isComplexType(from) && + !::executorch::runtime::isComplexType(to)) && + // Disallow float -> integral + !(::executorch::runtime::isFloatingType(from) && + ::executorch::runtime::isIntegralType(to, /*includeBool=*/false)) && + // Treat bool as a special category. Disallow non-bool -> bool + !(from != ::executorch::aten::ScalarType::Bool && + to == ::executorch::aten::ScalarType::Bool); +} + +template +struct can_cast + : std::integral_constant::value, + CppTypeToScalarType::value)> {}; + +/** + * When casting from floating point to integral type, if the floating value is + * outside the integral type range, then an error is thrown if sanitization is + * enabled. To circumvent this, we cast the floating point to int64_t first. + */ +template ::value && + std::is_integral::value), + int> = 0> +To convert(From val) { + return static_cast(static_cast(val)); +} + +template ::value && + std::is_integral::value), + int> = 0> +To convert(From val) { + return static_cast(val); +} + +namespace internal { +// This is generated according to NumPy's promote_types +inline constexpr auto u1 = ::executorch::aten::ScalarType::Byte; +inline constexpr auto i1 = ::executorch::aten::ScalarType::Char; +inline constexpr auto i2 = ::executorch::aten::ScalarType::Short; +inline constexpr auto i4 = ::executorch::aten::ScalarType::Int; +inline constexpr auto i8 = ::executorch::aten::ScalarType::Long; +inline constexpr auto f2 = ::executorch::aten::ScalarType::Half; +inline constexpr auto f4 = ::executorch::aten::ScalarType::Float; +inline constexpr auto f8 = ::executorch::aten::ScalarType::Double; +inline constexpr auto c2 = ::executorch::aten::ScalarType::ComplexHalf; +inline constexpr auto c4 = ::executorch::aten::ScalarType::ComplexFloat; +inline constexpr auto c8 = ::executorch::aten::ScalarType::ComplexDouble; +inline constexpr auto b1 = ::executorch::aten::ScalarType::Bool; +inline constexpr auto bf = ::executorch::aten::ScalarType::BFloat16; + +using U1 = + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Byte>::type; +using I1 = + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Char>::type; +using I2 = + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Short>::type; +using I4 = + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Int>::type; +using I8 = + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Long>::type; +using F2 = + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Half>::type; +using F4 = + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Float>::type; +using F8 = + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Double>::type; +using C2 = typename ScalarTypeToCppType< + ::executorch::aten::ScalarType::ComplexHalf>::type; +using C4 = typename ScalarTypeToCppType< + ::executorch::aten::ScalarType::ComplexFloat>::type; +using C8 = typename ScalarTypeToCppType< + ::executorch::aten::ScalarType::ComplexDouble>::type; +using B1 = + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Bool>::type; +using BF = typename ScalarTypeToCppType< + ::executorch::aten::ScalarType::BFloat16>::type; + +inline constexpr std::array<::executorch::aten::ScalarType, 13> index2dtype = { + {u1, i1, i2, i4, i8, f2, f4, f8, c2, c4, c8, b1, bf}}; + +constexpr std::array< + int64_t, static_cast(::executorch::aten::ScalarType::NumOptions)> +calculate_dtype2index() { + std::array(::executorch::aten::ScalarType::NumOptions)> + inverse = {}; + for (int64_t i = 0; + i < static_cast(::executorch::aten::ScalarType::NumOptions); + i++) { + inverse[i] = -1; + } + for (int64_t i = 0; i < static_cast(index2dtype.size()); i++) { + inverse[static_cast(index2dtype[i])] = i; + } + return inverse; +} + +inline constexpr auto dtype2index = calculate_dtype2index(); +inline constexpr int NUM_PROMOTE_TYPES = 13; +// Should match _promoteTypesLookup in c10/core/ScalarType.cpp so that +// we match PyTorch core type promotion semantics. +inline constexpr ::executorch::aten::ScalarType + promoteTypesLookup[NUM_PROMOTE_TYPES][NUM_PROMOTE_TYPES] = { + /* u1 i1 i2 i4 i8 f2 f4 f8 c2 c4 c8 b1 bf*/ + /* u1 */ {u1, i2, i2, i4, i8, f2, f4, f8, c2, c4, c8, u1, bf}, + /* i1 */ {i2, i1, i2, i4, i8, f2, f4, f8, c2, c4, c8, i1, bf}, + /* i2 */ {i2, i2, i2, i4, i8, f2, f4, f8, c2, c4, c8, i2, bf}, + /* i4 */ {i4, i4, i4, i4, i8, f2, f4, f8, c2, c4, c8, i4, bf}, + /* i8 */ {i8, i8, i8, i8, i8, f2, f4, f8, c2, c4, c8, i8, bf}, + /* f2 */ {f2, f2, f2, f2, f2, f2, f4, f8, c2, c4, c8, f2, f4}, + /* f4 */ {f4, f4, f4, f4, f4, f4, f4, f8, c4, c4, c8, f4, f4}, + /* f8 */ {f8, f8, f8, f8, f8, f8, f8, f8, c8, c8, c8, f8, f8}, + /* c2 */ {c2, c2, c2, c2, c2, c2, c4, c8, c2, c4, c8, c2, c4}, + /* c4 */ {c4, c4, c4, c4, c4, c4, c4, c8, c4, c4, c8, c4, c4}, + /* c8 */ {c8, c8, c8, c8, c8, c8, c8, c8, c8, c8, c8, c8, c8}, + /* b1 */ {u1, i1, i2, i4, i8, f2, f4, f8, c2, c4, c8, b1, bf}, + /* bf */ {bf, bf, bf, bf, bf, f4, f4, f8, c4, c4, c8, bf, bf}, +}; + +} // namespace internal + +/** + * Implements type promotion rules that are consistent with ATen behaviour, + * which in turn is consistent with NumPy's promote_types. + * If half_to_float is set to true, then half and bfloat16 will be promoted to + * float instead + */ +inline constexpr ::executorch::aten::ScalarType +promoteTypes(::executorch::aten::ScalarType a, ::executorch::aten::ScalarType b, + bool half_to_float = false) { + // For QInt types, only allow exact match + if (::executorch::runtime::isQIntType(a) && a == b) { + return a; + } + if (::executorch::runtime::isQIntType(a) || + ::executorch::runtime::isQIntType(b)) { + ET_CHECK_MSG(false, "promoteTypes not valid for quantized dtypes"); + } + + // For Bits types, only allow exact match + if (::executorch::runtime::isBitsType(a) && a == b) { + return a; + } + if (::executorch::runtime::isBitsType(a) || + ::executorch::runtime::isBitsType(b)) { + ET_CHECK_MSG(false, "promoteTypes not valid for bits dtypes"); + } + + // For Float8 types, only allow exact match + if (::executorch::runtime::isFloat8Type(a) && a == b) { + return a; + } + if (::executorch::runtime::isFloat8Type(a) || + ::executorch::runtime::isFloat8Type(b)) { + ET_CHECK_MSG(false, "promoteTypes not valid for float8 dtypes"); + } + + // For barebones uint types, only allow exact match + if (::executorch::runtime::isBarebonesUnsignedType(a) && a == b) { + return a; + } + if (::executorch::runtime::isBarebonesUnsignedType(a) || + ::executorch::runtime::isBarebonesUnsignedType(b)) { + ET_CHECK_MSG(false, "promoteTypes not valid for barebone unsigned dtypes"); + } + + auto ix_a = ::executorch::runtime::internal::dtype2index[(int)a]; + ET_CHECK(ix_a != -1); + auto ix_b = ::executorch::runtime::internal::dtype2index[(int)b]; + ET_CHECK(ix_b != -1); + ::executorch::aten::ScalarType promoted_type = + ::executorch::runtime::internal::promoteTypesLookup[ix_a][ix_b]; + + if (half_to_float && + (promoted_type == ::executorch::aten::ScalarType::Half || + promoted_type == ::executorch::aten::ScalarType::BFloat16)) { + promoted_type = ::executorch::aten::ScalarType::Float; + } + + return promoted_type; +} + +template +struct promote_types { +private: + static_assert(std::is_same_v || + (!is_qint_type::value && !is_qint_type::value), + "promote_types not valid for quantized dtypes"); + static_assert(std::is_same_v || + (!is_bits_type::value && !is_bits_type::value), + "promote_types not valid for bits dtypes"); + static_assert(std::is_same_v || + (!is_float8_type::value && !is_float8_type::value), + "promote_types not valid for float8 dtypes"); + static_assert(std::is_same_v || + (!is_barebones_unsigned_type::value && + !is_barebones_unsigned_type::value), + "promote_types not valid for barebones unsigned dtypes"); + + using promoted_type_not_respecting_half_to_float = + typename ScalarTypeToCppType::value, + CppTypeToScalarType::value)>::type; + +public: + using type = std::conditional_t< + half_to_float && + (std::is_same_v::type> || + std::is_same_v::type>), + typename ScalarTypeToCppType<::executorch::aten::ScalarType::Float>::type, + promoted_type_not_respecting_half_to_float>; +}; + +// +// Helper macros for switch case macros (see below) +// +// These macros are not meant to be used directly. They provide an easy way to +// generate a switch statement that can handle subsets of ScalarTypes supported +// by ExecuTorch. +// + +#ifdef ET_INTERNAL_CHECK_SELECTIVE_BUILD +#define ET_INTERNAL_SWITCH_CASE(enum_type, CTYPE_ALIAS, ...) \ + case enum_type: { \ + ET_INTERNAL_CHECK_SELECTIVE_BUILD(enum_type); \ + using CTYPE_ALIAS = \ + ::executorch::runtime::ScalarTypeToCppType::type; \ + return __VA_ARGS__(); \ + } +#else +#define ET_INTERNAL_SWITCH_CASE(enum_type, CTYPE_ALIAS, ...) \ + case enum_type: { \ + using CTYPE_ALIAS = \ + ::executorch::runtime::ScalarTypeToCppType::type; \ + return __VA_ARGS__(); \ + } +#endif + +#define ET_INTERNAL_SWITCH(TYPE, CONTEXT, NAME, ...) \ + [&] { \ + const auto &_st = TYPE; \ + constexpr const char *et_switch_name = NAME; \ + (void)et_switch_name; /* Suppress unused var */ \ + switch (_st) { \ + __VA_ARGS__ \ + default: \ + ET_CHECK_MSG(false, "Unhandled dtype %s for %s", \ + ::executorch::runtime::toString(_st), et_switch_name); \ + } \ + }() + +#define ET_INTERNAL_SWITCH_CASE_ALL_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Byte, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Char, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Short, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Int, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Long, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Half, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Float, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Double, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ComplexHalf, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ComplexFloat, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ComplexDouble, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Bool, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QInt8, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QUInt8, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QInt32, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::BFloat16, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QUInt4x2, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QUInt2x4, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Bits1x8, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Bits2x4, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Bits4x2, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Bits8, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Bits16, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_REAL_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Byte, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Char, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Short, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Int, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Long, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Float, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Double, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_REAL_TYPES_AND(ADDITIONAL, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE_REAL_TYPES(CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_REAL_TYPES_AND2(ADDITIONAL1, ADDITIONAL2, \ + CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE_REAL_TYPES(CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL1, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL2, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_REAL_TYPES_AND3(ADDITIONAL1, ADDITIONAL2, \ + ADDITIONAL3, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE_REAL_TYPES(CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL1, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL2, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL3, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_INT_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Byte, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Char, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Short, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Int, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Long, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_INT_TYPES_AND(ADDITIONAL, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE_INT_TYPES(CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Double, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Float, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES_AND(ADDITIONAL, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES(CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES_AND2(ADDITIONAL1, ADDITIONAL2, \ + CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES_AND(ADDITIONAL1, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL2, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES_AND3( \ + ADDITIONAL1, ADDITIONAL2, ADDITIONAL3, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES_AND2(ADDITIONAL1, ADDITIONAL2, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ADDITIONAL3, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_QINT_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QInt8, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QUInt8, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QInt32, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QUInt4x2, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::QUInt2x4, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_COMPLEX_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ComplexFloat, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ComplexDouble, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_COMPLEXH_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ComplexHalf, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ComplexFloat, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::ComplexDouble, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_SCALAR_OBJ_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Bool, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Long, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Double, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_SCALAR_OBJ_REAL_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Long, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Double, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_SCALAR_OBJ_INTB_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Bool, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Long, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_INTERNAL_SWITCH_CASE_SCALAR_OBJ_FLOATB_TYPES(CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Bool, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::Double, CTYPE_ALIAS, \ + __VA_ARGS__) + +// +// Switch case macros +// +// These macros provide an easy way to generate switch statements that apply a +// common lambda function to subsets of ScalarTypes supported by ExecuTorch. +// The lambda function can type specialize to the ctype associated with the +// ScalarType being handled through an alias passed as the CTYPE_ALIAS argument. +// +// Arguments: +// - ADDITIONAL: Additional ScalarType case to add +// - TYPE: The ScalarType to handle through the switch statement +// - CONTEXT: The KernelRuntimeContext instance used for error handling, etc. +// - NAME: A name for this operation which will be used in error messages +// - CTYPE_ALIAS: A typedef for the ctype associated with the ScalarType. +// - [&](){...}: A lambda function to be applied to each ScalarType case +// +// An example usage is: +// +// ET_SWITCH_REAL_TYPES(input.scalar_type(), "example", CTYPE, [&]() { +// output.mutable_data_ptr[0] = input.const_data_ptr[0]; +// }); +// +// Note that these can be nested as well: +// +// ET_SWITCH_REAL_TYPES(input.scalar_type(), "example", CTYPE_IN, [&]() { +// ET_SWITCH_REAL_TYPES(output.scalar_type(), "example", CTYPE_OUT, [&]() { +// output.mutable_data_ptr[0] = +// input.const_data_ptr[0]; +// }); +// }); +// +// These macros are adapted from Dispatch.h in the ATen library. The primary +// difference is that the CTYPE_ALIAS argument is exposed to users, which is +// used to alias the ctype associated with the ScalarType that is being handled. +// + +#define ET_SWITCH_ALL_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_ALL_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_REAL_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_REAL_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_REAL_TYPES_AND(ADDITIONAL, TYPE, CONTEXT, NAME, CTYPE_ALIAS, \ + ...) \ + ET_INTERNAL_SWITCH(TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_REAL_TYPES_AND( \ + ADDITIONAL, CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_REAL_TYPES_AND2(ADDITIONAL1, ADDITIONAL2, TYPE, CONTEXT, \ + NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH(TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_REAL_TYPES_AND2( \ + ADDITIONAL1, ADDITIONAL2, CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_REAL_TYPES_AND3(ADDITIONAL1, ADDITIONAL2, ADDITIONAL3, TYPE, \ + CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_REAL_TYPES_AND3( \ + ADDITIONAL1, ADDITIONAL2, ADDITIONAL3, CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_REALH_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_SWITCH_REAL_TYPES_AND(Half, TYPE, CONTEXT, NAME, CTYPE_ALIAS, __VA_ARGS__) + +#define ET_SWITCH_REALHBF16_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_SWITCH_REAL_TYPES_AND2(Half, BFloat16, TYPE, CONTEXT, NAME, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_SWITCH_REALB_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_SWITCH_REAL_TYPES_AND(Bool, TYPE, CONTEXT, NAME, CTYPE_ALIAS, __VA_ARGS__) + +#define ET_SWITCH_REALHB_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_SWITCH_REAL_TYPES_AND2(Half, Bool, TYPE, CONTEXT, NAME, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_SWITCH_REALHBBF16_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_SWITCH_REAL_TYPES_AND3(Half, Bool, BFloat16, TYPE, CONTEXT, NAME, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_SWITCH_REALHBBF16_AND_UINT_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, \ + ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_REAL_TYPES_AND3(Half, Bool, BFloat16, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::UInt16, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::UInt32, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE( \ + ::executorch::aten::ScalarType::UInt64, CTYPE_ALIAS, \ + __VA_ARGS__)) + +#define ET_SWITCH_INT_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_INT_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_INT_TYPES_AND(ADDITIONAL, TYPE, CONTEXT, NAME, CTYPE_ALIAS, \ + ...) \ + ET_INTERNAL_SWITCH(TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_INT_TYPES_AND( \ + ADDITIONAL, CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_FLOAT_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_FLOAT_TYPES_AND(ADDITIONAL, TYPE, CONTEXT, NAME, \ + CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH(TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES_AND( \ + ADDITIONAL, CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_FLOAT_TYPES_AND2(ADDITIONAL1, ADDITIONAL2, TYPE, CONTEXT, \ + NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH(TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES_AND2( \ + ADDITIONAL1, ADDITIONAL2, CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_FLOAT_TYPES_AND3(ADDITIONAL1, ADDITIONAL2, ADDITIONAL3, \ + TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_FLOAT_TYPES_AND3( \ + ADDITIONAL1, ADDITIONAL2, ADDITIONAL3, CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_FLOATH_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_SWITCH_FLOAT_TYPES_AND(Half, TYPE, CONTEXT, NAME, CTYPE_ALIAS, __VA_ARGS__) + +#define ET_SWITCH_FLOATHBF16_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_SWITCH_FLOAT_TYPES_AND2(Half, BFloat16, TYPE, CONTEXT, NAME, CTYPE_ALIAS, \ + __VA_ARGS__) + +#define ET_SWITCH_FLOATHBF16_TYPES_AND(ADDITIONAL, TYPE, CONTEXT, NAME, \ + CTYPE_ALIAS, ...) \ + ET_SWITCH_FLOAT_TYPES_AND3(Half, BFloat16, ADDITIONAL, TYPE, CONTEXT, NAME, \ + CTYPE_ALIAS, __VA_ARGS__) + +#define ET_SWITCH_QINT_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_QINT_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_COMPLEX_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_COMPLEX_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_COMPLEXH_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_COMPLEXH_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_SCALAR_OBJ_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_SCALAR_OBJ_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_SCALAR_OBJ_REAL_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_SCALAR_OBJ_REAL_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_SCALAR_OBJ_INTB_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_SCALAR_OBJ_INTB_TYPES(CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_SCALAR_OBJ_FLOATB_TYPES(TYPE, CONTEXT, NAME, CTYPE_ALIAS, \ + ...) \ + ET_INTERNAL_SWITCH(TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE_SCALAR_OBJ_FLOATB_TYPES( \ + CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_TWO_TYPES(T1, T2, TYPE, CONTEXT, NAME, CTYPE_ALIAS, ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::T1, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::T2, \ + CTYPE_ALIAS, __VA_ARGS__)) + +#define ET_SWITCH_THREE_TYPES(T1, T2, T3, TYPE, CONTEXT, NAME, CTYPE_ALIAS, \ + ...) \ + ET_INTERNAL_SWITCH( \ + TYPE, CONTEXT, NAME, \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::T1, CTYPE_ALIAS, \ + __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::T2, \ + CTYPE_ALIAS, __VA_ARGS__) \ + ET_INTERNAL_SWITCH_CASE(::executorch::aten::ScalarType::T3, \ + CTYPE_ALIAS, __VA_ARGS__)) + +} // namespace runtime +} // namespace executorch + +namespace executorch { +namespace aten { +#ifdef USE_ATEN_LIB +using ::at::elementSize; +#else // USE_ATEN_LIB +using ::executorch::runtime::elementSize; +#endif // USE_ATEN_LIB +} // namespace aten +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::can_cast; +using ::executorch::runtime::canCast; +using ::executorch::runtime::convert; +using ::executorch::runtime::CppTypeToScalarType; +using ::executorch::runtime::elementSize; +using ::executorch::runtime::is_barebones_unsigned_type; +using ::executorch::runtime::is_bits_type; +using ::executorch::runtime::is_complex_type; +using ::executorch::runtime::is_float8_type; +using ::executorch::runtime::is_integral_type; +using ::executorch::runtime::is_qint_type; +using ::executorch::runtime::isBitsType; +using ::executorch::runtime::isComplexType; +using ::executorch::runtime::isFloatingType; +using ::executorch::runtime::isIntegralType; +using ::executorch::runtime::isQIntType; +using ::executorch::runtime::isRealHBType; +using ::executorch::runtime::isRealHType; +using ::executorch::runtime::isRealType; +using ::executorch::runtime::isValid; +using ::executorch::runtime::promote_types; +using ::executorch::runtime::promoteTypes; +using ::executorch::runtime::ScalarTypeToCppType; +using ::executorch::runtime::toString; +#if !defined(USE_ATEN_LIB) +using ::executorch::runtime::is_floating_point; +using ::executorch::runtime::is_reduced_floating_point; +#endif +namespace internal { +using ::executorch::runtime::internal::B1; +using ::executorch::runtime::internal::C2; +using ::executorch::runtime::internal::C4; +using ::executorch::runtime::internal::C8; +using ::executorch::runtime::internal::F2; +using ::executorch::runtime::internal::F4; +using ::executorch::runtime::internal::F8; +using ::executorch::runtime::internal::I1; +using ::executorch::runtime::internal::I2; +using ::executorch::runtime::internal::I4; +using ::executorch::runtime::internal::I8; +using ::executorch::runtime::internal::U1; +} // namespace internal +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/exec_aten/util/tensor_dimension_limit.h b/third-party/include/executorch/runtime/core/exec_aten/util/tensor_dimension_limit.h new file mode 100644 index 000000000..6e072ab05 --- /dev/null +++ b/third-party/include/executorch/runtime/core/exec_aten/util/tensor_dimension_limit.h @@ -0,0 +1,21 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +namespace executorch::runtime { +/** + * The expected output size may not be the existing size of any inputs and + * outputs if the operator supports both broadcast and dynamic shape. + * Therefore such operators needs extra space to store the calculated expected + * output size. such dynamic allocation is troublesome in executorch so we can + * just hard code a static value of a relatively small value because users + * don't create high dimensional tensors. + */ +constexpr size_t kTensorDimensionLimit = 16; +} // namespace executorch::runtime diff --git a/third-party/include/executorch/runtime/core/exec_aten/util/tensor_shape_to_c_string.h b/third-party/include/executorch/runtime/core/exec_aten/util/tensor_shape_to_c_string.h new file mode 100644 index 000000000..4db9b48fa --- /dev/null +++ b/third-party/include/executorch/runtime/core/exec_aten/util/tensor_shape_to_c_string.h @@ -0,0 +1,69 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include + +#include +#include + +namespace executorch::runtime { + +/** + * Maximum size of a string returned by tensor_shape_to_c_string, for + * stack allocation. + */ +constexpr size_t kTensorShapeStringSizeLimit = + 1 + /* opening parenthesis */ + 10 * kTensorDimensionLimit + /* maximum digits we will print; update + * kMaximumPrintableTensorShapeElement + * if changing */ + 2 * kTensorDimensionLimit + /* comma and space after each item, + * overwritten with closing paren and + * NUL terminator for last element */ + 1; /* padding for temporary NUL terminator for simplicity of implementation + */ + +namespace internal { +constexpr size_t kMaximumPrintableTensorShapeElement = + std::numeric_limits::max(); +} // namespace internal + +/** + * Convert a shape to a NUL-terminated C string with limited size. If + * elements of the shape are larger than + * kMaximumPrintableTensorShapeElement, those elements will be + * rendered as ERR instead. + * + * NOTE: There are two overloads of this function to support both ATen + * tensors and ExecuTorch Tensors, which have different SizesType, + * while also avoiding a dependency on exec_aten.h from this header + * because that would cause a circular dependency. + */ +std::array +tensor_shape_to_c_string(executorch::runtime::Span shape); + +/** + * Convert a shape to a NUL-terminated C string with limited size. If + * elements of the shape are larger than + * kMaximumPrintableTensorShapeElement, those elements will be + * rendered as ERR instead. + * + * NOTE: There are two overloads of this function to support both ATen + * tensors and ExecuTorch Tensors, which have different SizesType, + * while also avoiding a dependency on exec_aten.h from this header + * because that would cause a circular dependency. + */ +std::array +tensor_shape_to_c_string(executorch::runtime::Span shape); + +} // namespace executorch::runtime diff --git a/third-party/include/executorch/runtime/core/exec_aten/util/tensor_util.h b/third-party/include/executorch/runtime/core/exec_aten/util/tensor_util.h new file mode 100644 index 000000000..322ab061d --- /dev/null +++ b/third-party/include/executorch/runtime/core/exec_aten/util/tensor_util.h @@ -0,0 +1,1250 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include // std::array +#include +#include // PRId64 +#include +#include // size_t + +#include + +#include +#include +#include +#include +#include +#include +#include +#include +#include + +/// All assertion messages should begin with this prefix. +#define ET_TENSOR_CHECK_PREFIX__ "Tensors do not match" +#define ET_MIN2(a, b) (std::min(a, b)) +#define ET_MIN3(a, b, c) (std::min(a, std::min(b, c))) + +#define ET_NORMALIZE_IX(IX, UPPER_BOUND) IX < 0 ? IX + UPPER_BOUND : IX + +#define ET_CHECK_VALID_IX(IX, UPPER_BOUND) \ + ET_CHECK_MSG(IX >= -static_cast(UPPER_BOUND) && \ + IX < static_cast(UPPER_BOUND), \ + "index %" PRId64 " must be within range [-%zd, %zd)", IX, \ + UPPER_BOUND, UPPER_BOUND) + +#define ET_CHECK_VALID_DIM(DIM, UPPER_BOUND) \ + ET_CHECK_MSG(DIM >= -static_cast(UPPER_BOUND) && \ + DIM < static_cast(UPPER_BOUND), \ + "dim %" PRId64 " must be within range [-%zd, %zd)", DIM, \ + UPPER_BOUND, UPPER_BOUND) + +#define ET_CHECK_NON_ZERO_DIM_SIZE(DIM, T) \ + const size_t udim = ET_NORMALIZE_IX(DIM, T.dim()); \ + ET_CHECK_MSG(T.size(udim) != 0, "Expected dim %zd to have non-zero size.", \ + udim); + +/** + * Asserts that all tensors have the same shape. + * This also handles a edge case where there is only one element in all the + * tensors being compared but the number of dimensions >= 0. In the for loop + * iterating over the dimensions we make sure that we pick the smallest + * dimension of all the tensors as the upper bound for the for loop. + */ +#define ET_CHECK_SAME_SHAPE2(a__, b__) \ + ({ \ + const size_t a_numel__ = (a__).numel(); \ + const size_t b_numel__ = (b__).numel(); \ + const size_t a_dim__ = (a__).dim(); \ + const size_t b_dim__ = (b__).dim(); \ + ET_CHECK_MSG( \ + a_numel__ == b_numel__ && \ + ((a_numel__ == 1 && b_numel__ == 1) || (a_dim__ == b_dim__)), \ + ET_TENSOR_CHECK_PREFIX__ ": numel={%zu, %zu}, dim={%zu, %zu}", \ + a_numel__, b_numel__, a_dim__, b_dim__); \ + for (size_t dim__ = 0; dim__ < ET_MIN2(a_dim__, b_dim__); ++dim__) { \ + size_t a_size__ = (a__).size(dim__); \ + size_t b_size__ = (b__).size(dim__); \ + ET_CHECK_MSG(a_size__ == b_size__, \ + ET_TENSOR_CHECK_PREFIX__ " at size(%zu): {%zu, %zu}", \ + dim__, a_size__, b_size__); \ + } \ + }) + +#define ET_CHECK_SAME_SHAPE3(a__, b__, c__) \ + ({ \ + const size_t a_numel__ = (a__).numel(); \ + const size_t b_numel__ = (b__).numel(); \ + const size_t c_numel__ = (c__).numel(); \ + const size_t a_dim__ = (a__).dim(); \ + const size_t b_dim__ = (b__).dim(); \ + const size_t c_dim__ = (c__).dim(); \ + ET_CHECK_MSG(a_numel__ == b_numel__ && b_numel__ == c_numel__ && \ + ((a_numel__ == 1 && b_numel__ == 1 && c_numel__ == 1) || \ + a_dim__ == b_dim__ && b_dim__ == c_dim__), \ + ET_TENSOR_CHECK_PREFIX__ \ + ": numel={%zu, %zu, %zu}, dim={%zu, %zu, %zu}", \ + a_numel__, b_numel__, c_numel__, a_dim__, b_dim__, c_dim__); \ + for (size_t dim__ = 0; dim__ < ET_MIN3(a_dim__, b_dim__, c_dim__); \ + ++dim__) { \ + size_t a_size__ = (a__).size(dim__); \ + size_t b_size__ = (b__).size(dim__); \ + size_t c_size__ = (c__).size(dim__); \ + ET_CHECK_MSG(a_size__ == b_size__ && b_size__ == c_size__, \ + ET_TENSOR_CHECK_PREFIX__ " at size(%zu): {%zu, %zu, %zu}", \ + dim__, a_size__, b_size__, c_size__); \ + } \ + }) + +/// Asserts that all tensors have the same dtype. +#define ET_CHECK_SAME_DTYPE2(a__, b__) \ + ({ \ + const ::executorch::aten::ScalarType a_type__ = (a__).scalar_type(); \ + const ::executorch::aten::ScalarType b_type__ = (b__).scalar_type(); \ + ET_CHECK_MSG(a_type__ == b_type__, \ + ET_TENSOR_CHECK_PREFIX__ ": dtype={%" PRId8 ", %" PRId8 "}", \ + static_cast(a_type__), \ + static_cast(b_type__)); \ + }) + +#define ET_CHECK_SAME_DTYPE3(a__, b__, c__) \ + ({ \ + const ::executorch::aten::ScalarType a_type__ = (a__).scalar_type(); \ + const ::executorch::aten::ScalarType b_type__ = (b__).scalar_type(); \ + const ::executorch::aten::ScalarType c_type__ = (c__).scalar_type(); \ + ET_CHECK_MSG(a_type__ == b_type__ && b_type__ == c_type__, \ + ET_TENSOR_CHECK_PREFIX__ ": dtype={%" PRId8 ", %" PRId8 \ + ", %" PRId8 "}", \ + static_cast(a_type__), static_cast(b_type__), \ + static_cast(c_type__)); \ + }) + +/** + * Asserts that all tensors have the same shape and dtype. + * + * This macro should produce less code/data than calling the SHAPE and DTYPE + * macros independently, because it only calls ET_CHECK_MSG once. + */ +#define ET_CHECK_SAME_SHAPE_AND_DTYPE2(a__, b__) \ + ({ \ + const size_t a_numel__ = (a__).numel(); \ + const size_t b_numel__ = (b__).numel(); \ + const size_t a_dim__ = (a__).dim(); \ + const size_t b_dim__ = (b__).dim(); \ + const ::executorch::aten::ScalarType a_type__ = (a__).scalar_type(); \ + const ::executorch::aten::ScalarType b_type__ = (b__).scalar_type(); \ + \ + ET_CHECK_MSG( \ + a_numel__ == b_numel__ && \ + ((a_numel__ == 1 && b_numel__ == 1) || a_dim__ == b_dim__) && \ + a_type__ == b_type__, \ + ET_TENSOR_CHECK_PREFIX__ \ + ": numel={%zu, %zu}, dim={%zu, %zu}, dtype={%" PRId8 ", %" PRId8 "}", \ + a_numel__, b_numel__, a_dim__, b_dim__, static_cast(a_type__), \ + static_cast(b_type__)); \ + for (size_t dim__ = 0; dim__ < ET_MIN2(a_dim__, b_dim__); ++dim__) { \ + size_t a_size__ = (a__).size(dim__); \ + size_t b_size__ = (b__).size(dim__); \ + ET_CHECK_MSG(a_size__ == b_size__, \ + ET_TENSOR_CHECK_PREFIX__ " at size(%zu): {%zu, %zu}", \ + dim__, a_size__, b_size__); \ + } \ + }) + +#define ET_CHECK_SAME_SHAPE_AND_DTYPE3(a__, b__, c__) \ + ({ \ + const size_t a_numel__ = (a__).numel(); \ + const size_t b_numel__ = (b__).numel(); \ + const size_t c_numel__ = (c__).numel(); \ + const size_t a_dim__ = (a__).dim(); \ + const size_t b_dim__ = (b__).dim(); \ + const size_t c_dim__ = (c__).dim(); \ + const ::executorch::aten::ScalarType a_type__ = (a__).scalar_type(); \ + const ::executorch::aten::ScalarType b_type__ = (b__).scalar_type(); \ + const ::executorch::aten::ScalarType c_type__ = (c__).scalar_type(); \ + \ + ET_CHECK_MSG(a_numel__ == b_numel__ && b_numel__ == c_numel__ && \ + ((a_numel__ == 1 && b_numel__ == 1 && c_numel__ == 1) || \ + (a_dim__ == b_dim__ && b_dim__ == c_dim__)) && \ + a_type__ == b_type__ && b_type__ == c_type__, \ + ET_TENSOR_CHECK_PREFIX__ \ + ": numel={%zu, %zu, %zu}, dim={%zu, %zu, %zu}, " \ + "dtype={%" PRId8 ", %" PRId8 ", %" PRId8 "}", \ + a_numel__, b_numel__, c_numel__, a_dim__, b_dim__, c_dim__, \ + static_cast(a_type__), static_cast(b_type__), \ + static_cast(c_type__)); \ + for (size_t dim__ = 0; dim__ < ET_MIN3(a_dim__, b_dim__, c_dim__); \ + ++dim__) { \ + size_t a_size__ = (a__).size(dim__); \ + size_t b_size__ = (b__).size(dim__); \ + size_t c_size__ = (c__).size(dim__); \ + ET_CHECK_MSG(a_size__ == b_size__ && b_size__ == c_size__, \ + ET_TENSOR_CHECK_PREFIX__ " at size(%zu): {%zu, %zu, %zu}", \ + dim__, a_size__, b_size__, c_size__); \ + } \ + }) + +/** + * Assert that the input tensor is contiguous tensor. + */ +#define ET_CHECK_CONTIGUOUS(a__) \ + ({ \ + const ::executorch::aten::ArrayRef \ + strides = a__.strides(); \ + const ::executorch::aten::ArrayRef sizes = \ + a__.sizes(); \ + ET_CHECK_MSG( \ + strides[strides.size() - 1] == 1, \ + "The stride of the last dimension shall be 1 for contiguous tensor, " \ + "not %d", \ + strides[strides.size() - 1]); \ + for (size_t i = strides.size() - 1; i > 0; i--) { \ + ET_CHECK_MSG(strides[i - 1] == strides[i] * sizes[i], \ + "The stride of the %zu-th dimension shall equal to " \ + "strides[%zu] * sizes[%zu], now is %d and %d", \ + i - 1, i, i, strides[i - 1], strides[i] * sizes[i]); \ + } \ + }) + +/** + * Assert the input two tensors share same strides. + * Noted that this function does not make any check or promise on the contiguity + * of any input tensors. + */ +#define ET_CHECK_SAME_STRIDES2(a__, b__) \ + ({ \ + ET_CHECK_MSG( \ + a__.dim() == b__.dim(), \ + "Two tensors shall have same number of strides, but not %zu and %zu.", \ + a__.dim(), b__.dim()); \ + const ::executorch::aten::ArrayRef \ + a_strides = a__.strides(); \ + const ::executorch::aten::ArrayRef \ + b_strides = b__.strides(); \ + for (size_t i = 0; i < a__.dim(); i++) { \ + ET_CHECK_MSG(a_strides[i] == b_strides[i], \ + "a.strides()[%zu] shall equal to b.strides()[%zu], " \ + "but now is %d and %d.", \ + i, i, (int32_t)a_strides[i], (int32_t)b_strides[i]); \ + } \ + }) + +/** + * Assert the input three tensors share same strides. + * Noted that this function does not make any check or promise on the contiguity + * of any input tensors. + */ +#define ET_CHECK_SAME_STRIDES3(a__, b__, c__) \ + ({ \ + ET_CHECK_MSG(a__.dim() == b__.dim() && b__.dim() == c__.dim(), \ + "Three tensors shall have same number of strides, " \ + "but not %zu, %zu and %zu.", \ + a__.dim(), b__.dim(), c__.dim()); \ + const ::executorch::aten::ArrayRef \ + a_strides = a__.strides(); \ + const ::executorch::aten::ArrayRef \ + b_strides = b__.strides(); \ + const ::executorch::aten::ArrayRef \ + c_strides = c__.strides(); \ + for (size_t i = 0; i < a__.dim(); i++) { \ + ET_CHECK_MSG(a_strides[i] == b_strides[i] && \ + b_strides[i] == c_strides[i], \ + "a_strides[%zu], b_strides[%zu] and c_strides[%zu] " \ + "shall share same value, but now is %d, %d and %d", \ + i, i, i, (int32_t)a_strides[i], (int32_t)b_strides[i], \ + (int32_t)c_strides[i]); \ + } \ + }) + +#define ET_CHECK_DEFAULT_OR_CHANNELSLAST_DIMORDER(t__) \ + ({ \ + ET_CHECK_MSG(is_contiguous_dim_order(t__.dim_order().data(), \ + t__.dim_order().size()) || \ + is_channels_last_dim_order(t__.dim_order().data(), \ + t__.dim_order().size()), \ + "Tensor must have default or channels last dim order"); \ + }) + +/** + * DEPRECATED: Please use ET_CHECK_OR_RETURN_FALSE instead and provide + * an informative message. (For example, the values of any variables used in + * `cond` would not be reported automatically by this macro.) + * + * A convenience macro to be used in utility functions that check whether input + * tensor(s) are valid, which are expected to return a boolean. Checks whether + * `cond` is true; if not, log the failed check and return false. + * + * @param[in] cond the condition to check + */ +#define ET_LOG_AND_RETURN_IF_FALSE(cond) ET_CHECK_OR_RETURN_FALSE(cond, "") + +/** + * DEPRECATED: Please use ET_CHECK_OR_RETURN_FALSE instead. + */ +#define ET_LOG_MSG_AND_RETURN_IF_FALSE ET_CHECK_OR_RETURN_FALSE + +/** + * If `cond` is false, log `cond` and return from the kernel with a failure + * state set. + * + * @param[in] context the runtime context + * @param[in] cond the condition to check + * @param[in] error torch::executor::Error enum value (e.g `InvalidArgument`) + * @param[in] retval return value of the kernel to allow for early exit + */ +#define ET_KERNEL_CHECK(context, cond, error, retval) \ + do { \ + if (!(cond)) { \ + ET_LOG(Error, "Check failed (%s): ", #cond); \ + context.fail(torch::executor::Error::error); \ + return retval; \ + } \ + } while (false) + +/** + * If `cond` is false, log `message` and return from the kernel with a failure + * state set. + * + * @param[in] context the runtime context + * @param[in] cond the condition to check + * @param[in] error torch::executor::Error enum value (e.g `InvalidArgument`) + * @param[in] retval return value of the kernel to allow for early exit + */ +#define ET_KERNEL_CHECK_MSG(context, cond, error, retval, message, ...) \ + do { \ + if (!(cond)) { \ + ET_LOG(Error, "Check failed (%s): " message, #cond, ##__VA_ARGS__); \ + context.fail(torch::executor::Error::error); \ + return retval; \ + } \ + } while (false) + +/** + * Convenience macro to extract a scalar tensor into a value + */ +#define ET_EXTRACT_SCALAR_TENSOR(scalar_tensor, out_val) \ + ET_CHECK_MSG(extract_scalar_tensor(scalar_tensor, &out_val), #scalar_tensor \ + " could not be extracted: wrong type or out of range"); + +namespace executorch { +namespace runtime { + +// +// Utility functions for checking tensor attributes +// +// + +/* + * Returns true if the given dimension value is between -upper_bound and + * upper_bound - 1, inclusive. + */ +inline bool dim_is_valid(int64_t dim, int64_t upper_bound) { + ET_CHECK_OR_RETURN_FALSE( + dim >= -upper_bound && dim < upper_bound, + "Dimension %" PRId64 + " is out of range. Dimension should be between %" PRId64 " and %" PRId64 + ", inclusive.", + dim, -upper_bound, upper_bound - 1); + + return true; +} + +/* + * Returns the tensor's number of dimensions, except when the tensor is zero + * dimensional. In this case, it returns 1. This is used to properly handle + * the zero dimensional tensors in some kernels, that treat them as 1D tensors + * with a single element. + */ +inline ssize_t nonzero_dim(const executorch::aten::Tensor &tensor) { + return tensor.dim() == 0 ? 1 : tensor.dim(); +} + +/* + * Returns the size along a dimension dim, except when the tensor is zero + * dimensional. In this case, it returns 1. This is used to properly handle + * the zero dimensional tensors in some kernels, that treat them as 1D tensors + * with a single element. + */ +inline ssize_t nonempty_size(const executorch::aten::Tensor &tensor, + ssize_t dim) { + return tensor.dim() == 0 ? 1 : tensor.size(dim); +} + +inline bool tensor_can_cast_to(executorch::aten::Tensor a, + executorch::aten::ScalarType dtype) { + ET_CHECK_OR_RETURN_FALSE(torch::executor::canCast(a.scalar_type(), dtype), + "Tensor of dtype %s cannot cast to dtype %s", + torch::executor::toString(a.scalar_type()), + torch::executor::toString(dtype)); + + return true; +} + +inline bool tensor_is_bool_type(executorch::aten::Tensor t) { + ET_CHECK_OR_RETURN_FALSE(t.scalar_type() == + executorch::aten::ScalarType::Bool, + "Expected to find bool type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_type(executorch::aten::Tensor t, + executorch::aten::ScalarType dtype) { + ET_CHECK_OR_RETURN_FALSE(t.scalar_type() == dtype, + "Expected to find %s type, but tensor has type %s", + torch::executor::toString(dtype), + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_type(executorch::aten::Tensor t, + executorch::aten::ScalarType dtype, + executorch::aten::ScalarType dtype2) { + ET_LOG_MSG_AND_RETURN_IF_FALSE( + t.scalar_type() == dtype || t.scalar_type() == dtype2, + "Expected to find %s or %s type, but tensor has type %s", + torch::executor::toString(dtype), torch::executor::toString(dtype2), + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_type(executorch::aten::Tensor t, + executorch::aten::ScalarType dtype, + executorch::aten::ScalarType dtype2, + executorch::aten::ScalarType dtype3) { + ET_LOG_MSG_AND_RETURN_IF_FALSE( + t.scalar_type() == dtype || t.scalar_type() == dtype2 || + t.scalar_type() == dtype3, + "Expected to find %s, %s, or %s type, but tensor has type %s", + torch::executor::toString(dtype), torch::executor::toString(dtype2), + torch::executor::toString(dtype3), + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_integral_type(executorch::aten::Tensor t, + bool includeBool = false) { + ET_CHECK_OR_RETURN_FALSE( + torch::executor::isIntegralType(t.scalar_type(), includeBool), + "Expected to find a integral type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_floating_type(executorch::aten::Tensor t) { + ET_CHECK_OR_RETURN_FALSE( + torch::executor::isFloatingType(t.scalar_type()), + "Expected to find a floating type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_real_type(executorch::aten::Tensor t) { + ET_CHECK_OR_RETURN_FALSE( + torch::executor::isRealType(t.scalar_type()), + "Expected to find a real type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_realh_type(executorch::aten::Tensor t) { + ET_CHECK_OR_RETURN_FALSE( + torch::executor::isRealHType(t.scalar_type()), + "Expected to find a real type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_realhbf16_type(executorch::aten::Tensor t) { + ET_CHECK_OR_RETURN_FALSE( + executorch::runtime::isRealHBF16Type(t.scalar_type()), + "Expected to find a real type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_realhb_type(executorch::aten::Tensor t) { + ET_CHECK_OR_RETURN_FALSE( + torch::executor::isRealHBType(t.scalar_type()), + "Expected to find a real type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_realhbbf16_type(executorch::aten::Tensor t) { + ET_CHECK_OR_RETURN_FALSE( + executorch::runtime::isRealHBBF16Type(t.scalar_type()), + "Expected to find a real type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_complex_type(executorch::aten::Tensor t) { + ET_CHECK_OR_RETURN_FALSE( + torch::executor::isComplexType(t.scalar_type()), + "Expected to find a complex type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensor_is_bits_type(executorch::aten::Tensor t) { + ET_CHECK_OR_RETURN_FALSE( + torch::executor::isBitsType(t.scalar_type()), + "Expected to find a bits type, but tensor has type %s", + torch::executor::toString(t.scalar_type())); + + return true; +} + +inline bool tensors_have_same_dtype(executorch::aten::Tensor a, + executorch::aten::Tensor b) { + ET_CHECK_OR_RETURN_FALSE(a.scalar_type() == b.scalar_type(), + ET_TENSOR_CHECK_PREFIX__ ": dtype={%s, %s}", + torch::executor::toString(a.scalar_type()), + torch::executor::toString(b.scalar_type())); + return true; +} + +inline bool tensors_have_same_dtype(executorch::aten::Tensor a, + executorch::aten::Tensor b, + executorch::aten::Tensor c) { + ET_CHECK_OR_RETURN_FALSE(a.scalar_type() == b.scalar_type() && + b.scalar_type() == c.scalar_type(), + ET_TENSOR_CHECK_PREFIX__ ": dtype={%s, %s, %s}", + torch::executor::toString(a.scalar_type()), + torch::executor::toString(b.scalar_type()), + torch::executor::toString(c.scalar_type())); + return true; +} + +inline bool tensor_is_rank(executorch::aten::Tensor t, size_t rank) { + ET_CHECK_OR_RETURN_FALSE(static_cast(t.dim()) == rank, + "Expected tensor.dim() to be %zu, but got %zu", + static_cast(rank), + static_cast(t.dim())); + + return true; +} + +inline bool tensor_has_rank_greater_or_equal_to(executorch::aten::Tensor t, + size_t rank) { + ET_CHECK_OR_RETURN_FALSE(static_cast(t.dim()) >= rank, + "Expected tensor.dim() to be >= %zu, but got %zu", + static_cast(rank), + static_cast(t.dim())); + + return true; +} + +inline bool tensor_has_rank_smaller_or_equal_to(executorch::aten::Tensor t, + size_t rank) { + ET_CHECK_OR_RETURN_FALSE(static_cast(t.dim()) <= rank, + "Expected tensor.dim() to be <= %zu, but got %zu", + static_cast(rank), + static_cast(t.dim())); + + return true; +} + +inline bool tensor_has_dim(executorch::aten::Tensor t, int64_t d) { + if (t.dim() == 0) { + ET_CHECK_OR_RETURN_FALSE( + d == 0 || d == -1, "dim must be 0 or -1 for 0-dim tensor, got %" PRId64, + d); + } else { + ET_CHECK_OR_RETURN_FALSE(d > 0 ? d < t.dim() : t.dim() + d >= 0, + "%zu-dim tensor does not have dim at index %zu", + static_cast(t.dim()), + static_cast(d)); + } + return true; +} + +inline bool tensor_has_non_empty_dim(executorch::aten::Tensor t, int64_t d) { + const size_t udim = ET_NORMALIZE_IX(d, t.dim()); + ET_LOG_AND_RETURN_IF_FALSE(tensor_has_dim(t, d)); + ET_LOG_AND_RETURN_IF_FALSE(t.size(udim) != 0); + return true; +} + +inline bool tensor_dim_has_index(executorch::aten::Tensor t, int64_t d, + int64_t ix) { + // Indexing ops don't support zero-dim tensors + ET_CHECK(t.dim() != 0); + if (d < 0) { + d += t.dim(); + } + // Dimension must have been already checked by tensor_has_dim + ET_CHECK(d >= 0 && d < t.dim()); + + ET_CHECK_OR_RETURN_FALSE( + ix >= -t.size(d) && ix < t.size(d), + "index %" PRId64 " out of range [-%zu,%zu) at dimension %" PRId64 ")", ix, + static_cast(t.size(d)), static_cast(t.size(d)), d); + return true; +} + +inline bool tensors_have_same_size_at_dims(executorch::aten::Tensor a, + size_t dim_a, + executorch::aten::Tensor b, + size_t dim_b) { + ET_CHECK_OR_RETURN_FALSE(dim_a < static_cast(a.dim()), + "Cannot retrieve dim %zu from tensor with dim %zu", + static_cast(dim_a), + static_cast(a.dim())); + ET_CHECK_OR_RETURN_FALSE(dim_b < static_cast(b.dim()), + "Cannot retrieve dim %zu from tensor with dim %zu", + static_cast(dim_b), + static_cast(b.dim())); + ET_CHECK_OR_RETURN_FALSE( + a.size(dim_a) == b.size(dim_b), + ET_TENSOR_CHECK_PREFIX__ + ": a.size(%zu) = %zu does not match b.size(%zu) = %zu", + static_cast(dim_a), static_cast(a.size(dim_a)), + static_cast(dim_b), static_cast(b.size(dim_b))); + + return true; +} + +inline bool tensors_have_same_shape(executorch::aten::Tensor a, + executorch::aten::Tensor b) { + if (a.numel() == 1 && b.numel() == 1) { + // PyTorch operators treat all scalar tensors as the same shape even if + // they have different dims. + return true; + } + if (!(a.sizes() == b.sizes() && a.numel() == b.numel())) { + ET_LOG(Error, + ET_TENSOR_CHECK_PREFIX__ ": numel=(%zu, %zu), dim=(%zu, %zu)", + static_cast(a.numel()), static_cast(b.numel()), + static_cast(a.dim()), static_cast(b.dim())); + // Using [[maybe_unused]] as ET_LOG may not trigger based on verbosity + for ([[maybe_unused]] const auto d : + c10::irange(ET_MIN2(a.dim(), b.dim()))) { + ET_LOG(Error, " size(%zu): (%zu, %zu)", static_cast(d), + static_cast(a.size(d)), static_cast(b.size(d))); + } + + return false; + } + + return true; +} + +inline bool tensors_have_same_shape(executorch::aten::Tensor a, + executorch::aten::Tensor b, + executorch::aten::Tensor c) { + if (a.numel() == 1 && b.numel() == 1 && c.numel() == 1) { + // PyTorch operators treat all scalar tensors as the same shape even if + // they have different dims. + return true; + } + bool cond1 = (a.sizes() == b.sizes()) && (a.numel() == b.numel()); + bool cond2 = (b.sizes() == c.sizes()) && (b.numel() == c.numel()); + + if (!(cond1 && cond2)) { + ET_LOG(Error, + ET_TENSOR_CHECK_PREFIX__ + ": numel=(%zu, %zu, %zu), dim=(%zu, %zu, %zu)", + static_cast(a.numel()), static_cast(b.numel()), + static_cast(c.numel()), static_cast(a.dim()), + static_cast(b.dim()), static_cast(c.dim())); + for ([[maybe_unused]] const auto d : + c10::irange(ET_MIN3(a.dim(), b.dim(), c.dim()))) { + ET_LOG(Error, " size(%zu): (%zu, %zu, %zu)", static_cast(d), + static_cast(a.size(d)), static_cast(b.size(d)), + static_cast(c.size(d))); + } + + return false; + } + + return true; +} + +inline bool tensors_have_same_shape_and_dtype(executorch::aten::Tensor a, + executorch::aten::Tensor b) { + return tensors_have_same_shape(a, b) && tensors_have_same_dtype(a, b); +} + +inline bool tensors_have_same_shape_and_dtype(executorch::aten::Tensor a, + executorch::aten::Tensor b, + executorch::aten::Tensor c) { + return tensors_have_same_shape(a, b, c) && tensors_have_same_dtype(a, b, c); +} + +inline bool tensor_has_expected_size( + executorch::aten::Tensor a, + executorch::aten::ArrayRef expected_sizes) { + if (!(a.sizes() == expected_sizes)) { + ET_LOG(Error, ET_TENSOR_CHECK_PREFIX__ ": dim=(%zu, %zu)", + static_cast(a.dim()), + static_cast(expected_sizes.size())); + size_t a_dim = static_cast(a.dim()); + size_t expected_dim = static_cast(expected_sizes.size()); + for ([[maybe_unused]] const auto d : + c10::irange(ET_MIN2(a_dim, expected_dim))) { + ET_LOG(Error, " size(%zu): (%zu, %zu)", static_cast(d), + static_cast(a.size(d)), + static_cast(expected_sizes[d])); + } + + return false; + } + return true; +} + +inline bool tensors_have_same_strides(executorch::aten::Tensor a, + executorch::aten::Tensor b) { + if (a.strides() != b.strides()) { + ET_LOG(Error, ET_TENSOR_CHECK_PREFIX__ ": dim=(%zu, %zu)", + static_cast(a.dim()), static_cast(b.dim())); + for ([[maybe_unused]] const auto d : + c10::irange(ET_MIN2(a.dim(), b.dim()))) { + ET_LOG(Error, " stride(%zu): (%zu, %zu)", static_cast(d), + static_cast(a.strides()[d]), + static_cast(b.strides()[d])); + } + + return false; + } + return true; +} + +inline bool tensors_have_same_strides(executorch::aten::Tensor a, + executorch::aten::Tensor b, + executorch::aten::Tensor c) { + if (!(a.strides() == b.strides() && b.strides() == c.strides())) { + ET_LOG(Error, ET_TENSOR_CHECK_PREFIX__ ": dim=(%zu, %zu, %zu)", + static_cast(a.dim()), static_cast(b.dim()), + static_cast(c.dim())); + for ([[maybe_unused]] const auto d : + c10::irange(ET_MIN3(a.dim(), b.dim(), c.dim()))) { + ET_LOG(Error, " stride(%zu): (%zu, %zu, %zu)", static_cast(d), + static_cast(a.strides()[d]), + static_cast(b.strides()[d]), + static_cast(c.strides()[d])); + } + + return false; + } + return true; +} + +inline bool tensor_is_contiguous(executorch::aten::Tensor t) { + const auto strides = t.strides(); + const auto sizes = t.sizes(); + // If tensor is 0-dim (i.e. a scalar tensor) it is contiguous + if (strides.size() == 0) { + return true; + } + ET_CHECK_OR_RETURN_FALSE( + strides[strides.size() - 1] == 1, + "Tensor is not contiguous; the stride of the last dimension must be 1, " + "but got %zu", + static_cast(strides[strides.size() - 1])); + for (int i = strides.size() - 1; i > 0; --i) { + ET_CHECK_OR_RETURN_FALSE( + strides[i - 1] == strides[i] * sizes[i], + "Tensor is not contiguous; the stride of dim %zu should be equal to " + "strides[%zu] * sizes[%zu] = %zu, but found %zu", + static_cast(i - 1), static_cast(i), + static_cast(i), static_cast(strides[i] * sizes[i]), + static_cast(strides[i - 1])); + } + return true; +} + +inline bool tensors_have_same_rank(executorch::aten::Tensor a, + executorch::aten::Tensor b) { + ET_CHECK_OR_RETURN_FALSE(a.dim() == b.dim(), + ET_TENSOR_CHECK_PREFIX__ ": rank={%zd, %zd}", + ssize_t(a.dim()), ssize_t(b.dim())); + return true; +} + +inline bool tensor_is_scalar(executorch::aten::Tensor t) { + return t.dim() == 0 && t.numel() == 1; +} + +/// Returns the product of dim[0:dim), not including dim. +inline size_t getLeadingDims(const executorch::aten::Tensor &tensor, + int64_t dim) { + ET_CHECK_MSG(dim >= 0 && dim <= tensor.dim(), + "Ending dimension %" PRId64 + " should be in the range [0, tensor.dim() %zd].", + dim, ssize_t(tensor.dim())); + size_t dims = 1; + for (const auto i : c10::irange(dim)) { + dims *= static_cast(tensor.size(i)); + } + return dims; +} + +/// Returns the product of dim[dim+1:]. +inline size_t getTrailingDims(const executorch::aten::Tensor &tensor, + int64_t dim) { + ET_CHECK_MSG(dim >= -1 && dim < tensor.dim(), + "Starting dimension %" PRId64 + " should be in the range [-1, tensor.dim() -1 %zd).", + dim, ssize_t(tensor.dim())); + size_t dims = 1; + for (size_t i = dim + 1; i < static_cast(tensor.dim()); ++i) { + dims *= static_cast(tensor.size(i)); + } + return dims; +} + +/** + * Given a N-dimensional tensor coordinate, return a linear index that can be + * used to access the corresponding element in the tensor's data buffer. + * + * @param[in] tensor The tensor that will be indexed + * @param[in] coordinate A n-dimensional array representing the coordinate to + * index. It is assumed that the array has kTensorDimensionLimit elements. + * @param[out] index The linear index to element at the specified coordinate + * in the tensor. + */ +inline size_t coordinateToIndex(const executorch::aten::Tensor &tensor, + const size_t *const coordinate) { + size_t index = 0; + for (int d = 0; d < tensor.dim(); ++d) { + index += coordinate[d] * getTrailingDims(tensor, d); + } + return index; +} + +/** + * Produce a memoized array for use with repeated calls to + * coordinateToIndexWithTrailingDimsMemo, which will be faster than + * repeated calls to coordinateToIndex. + */ +inline void +memoizeTrailingDims(const executorch::aten::Tensor &tensor, + size_t trailing_dims_memo[kTensorDimensionLimit]) { + const auto tensorDim = tensor.dim(); + size_t dims = 1; + for (int ii = tensorDim - 1; ii >= 0; --ii) { + trailing_dims_memo[ii] = dims; + dims *= static_cast(tensor.size(ii)); + } +} + +/** + * Like coordinateToIndex, but faster for repeated calls with the same + * tensor. trailing_dims_memo must be produced by a call to + * memoizeTrailingDims. + */ +inline size_t coordinateToIndexWithTrailingDimsMemo( + const executorch::aten::Tensor &tensor, const size_t *const coordinate, + const size_t trailing_dims_memo[kTensorDimensionLimit]) { + size_t index = 0; + for (int d = 0; d < tensor.dim(); ++d) { + index += coordinate[d] * trailing_dims_memo[d]; + } + return index; +} + +/** + * Given the linear index return the N-dimensional tensor coordinate. This is + * the inverse operation of coordinateToIndex. + * + * @param[in] tensor The tensor that will be indexed + * @param[in] index The linear index to element at the specified coordinate in + * the tensor. + * @param[out] coordinate A n-dimensional array representing the coordinate to + * index. It is assumed that the array has kTensorDimensionLimit elements. + * @returns void + */ +inline void indexToCoordinate(const executorch::aten::Tensor &tensor, + size_t index, size_t *coordinate) { + ET_CHECK(index < static_cast(tensor.numel())); + for (auto i = 0; i < tensor.dim(); ++i) { + auto dim = tensor.dim() - 1 - i; + size_t dim_size = tensor.size(dim); + coordinate[dim] = index % dim_size; + index /= dim_size; + } +} + +/** + * Extracts an integer value from a scalar Tensor. + * + * @param[in] tensor The source of the value to extract. + * @param[out] out_val The extracted value, on success. + * @returns `true` if a value was extracted, and sets `*out_val` to that + * value. `false` if a value could not be extracted: either it was not an + * integer Scalar Tensor, or the value of that Scalar Tensor could not be + * represented by INT_T. + */ +template ::value && + !std::is_same::value, + bool>::type = true> +bool extract_scalar_tensor(executorch::aten::Tensor tensor, INT_T *out_val) { + if (tensor.numel() != 1) { + return false; + } +#define CASE_INT_DTYPE(TENSOR_CTYPE, TENSOR_DTYPE) \ + case executorch::aten::ScalarType::TENSOR_DTYPE: { \ + const TENSOR_CTYPE val = tensor.const_data_ptr()[0]; \ + if (val < std::numeric_limits::lowest() || \ + val > std::numeric_limits::max()) { \ + return false; \ + } \ + *out_val = static_cast(val); \ + return true; \ + } + + switch (tensor.scalar_type()) { + ET_FORALL_INT_TYPES(CASE_INT_DTYPE); + default: + return false; + } +#undef CASE_INT_DTYPE +} + +/** + * Extracts a floating point value from a scalar Tensor. + * + * @param[in] tensor The source of the value to extract. + * @param[out] out_val The extracted value, on success. + * @returns `true` if a value was extracted, and sets `*out_val` to that + * value. `false` if a value could not be extracted: either it was not a + * floating point Scalar Tensor, or the value of that Scalar Tensor could not + * be represented by FLOAT_T. + */ +template || + std::is_same_v || + std::is_same_v, + bool>::type = true> +bool extract_scalar_tensor(executorch::aten::Tensor tensor, FLOAT_T *out_val) { + if (tensor.numel() != 1) { + return false; + } +#define CASE_REAL_DTYPE(TENSOR_CTYPE, TENSOR_DTYPE) \ + case executorch::aten::ScalarType::TENSOR_DTYPE: { \ + /* ET_FORALL_REAL_TYPES guarantees TENSOR_CTYPE is a real type. */ \ + double val = \ + static_cast(tensor.const_data_ptr()[0]); \ + if (std::isfinite(val) && (val < std::numeric_limits::lowest() || \ + val > std::numeric_limits::max())) { \ + return false; \ + } \ + *out_val = static_cast(val); \ + return true; \ + } + + switch (tensor.scalar_type()) { + ET_FORALL_REALHBF16_TYPES(CASE_REAL_DTYPE); + default: + return false; + } +#undef CASE_REAL_DTYPE +} + +/** + * Extracts a boolean value from a Scalar. + * + * @param[in] scalar The source of the value to extract. + * @param[out] out_val The extracted value, on success. + * @returns `true` if a value was extracted, and sets `*out_val` to that + * value. `false` if a value could not be extracted, i.e. not a boolean + */ +template ::value, + bool>::type = true> +bool extract_scalar_tensor(executorch::aten::Tensor tensor, BOOL_T *out_val) { + if (tensor.scalar_type() != executorch::aten::ScalarType::Bool) { + return false; + } + if (tensor.numel() != 1) { + return false; + } + + bool val = tensor.const_data_ptr()[0]; + + *out_val = static_cast(val); + + return true; +} + +/// These APIs should not be used outside of Executor.cpp. +namespace internal { +/** + * Share t_src's data_ptr with t_dst. + */ +ET_NODISCARD Error share_tensor_data(const executorch::aten::Tensor &t_dst, + const executorch::aten::Tensor &t_src); + +/** + * Copy t_src's data_ptr to t_dst. + */ +ET_NODISCARD Error copy_tensor_data(const executorch::aten::Tensor &t_dst, + const executorch::aten::Tensor &t_src); + +/** + * Set the data_ptr of t to buffer. + */ +ET_NODISCARD Error set_tensor_data(const executorch::aten::Tensor &t, + void *buffer, size_t buffer_size); + +/** + * Reset tensor's data_ptr, clear all the storage for at::Tensor. + */ +void reset_data_ptr(const executorch::aten::Tensor &tensor); + +/** + * Resize tensor impl + */ +ET_NODISCARD Error resize_tensor_impl( + executorch::aten::TensorImpl *impl, + executorch::aten::ArrayRef new_sizes); + +} // namespace internal + +/** + * Resize a tensor to new_sizes, rank must stay the same. Currently does not + * expand the tensor if new size exceeds the current capacity. Currently + * fails an ET_CHECK if the tensor cannot be resized. + * + * WARNING: Placeholder API until discussion around runtime context is + * settled, will likely move to be a class method on a TensorResizer object + * passed in through runtimeContext. + */ +ET_NODISCARD inline Error resize_tensor( + executorch::aten::Tensor t, + executorch::aten::ArrayRef new_sizes) { + return internal::resize_tensor_impl(t.unsafeGetTensorImpl(), new_sizes); +} + +/** + * Resize a tensor to new_sizes, rank must stay the same. Currently does not + * expand the tensor if new size exceeds the current capacity. Currently + * fails an ET_CHECK if the tensor cannot be resized. + * + * WARNING: Placeholder API until discussion around runtime context is + * settled, will likely move to be a class method on a TensorResizer object + * passed in through runtimeContext. + */ +template ::value, + int>::type = 0> +ET_NODISCARD inline Error +resize_tensor(executorch::aten::Tensor t, + executorch::aten::ArrayRef new_sizes) { + // Need to cast the input array to an array of Tensor::SizesType + std::array + new_sizes_casted{}; + size_t new_sizes_ndim = new_sizes.size(); + for (size_t i = 0; i < new_sizes_ndim; ++i) { + new_sizes_casted[i] = + static_cast(new_sizes[i]); + } + + return internal::resize_tensor_impl( + t.unsafeGetTensorImpl(), {new_sizes_casted.data(), new_sizes_ndim}); +} + +/// DEPRECATED: Use `resize_tensor()` instead, which can fail non-fatally. +ET_DEPRECATED inline void +resize(executorch::aten::Tensor t, + executorch::aten::ArrayRef new_sizes) { + Error err = resize_tensor(t, new_sizes); + ET_CHECK_MSG(err == Error::Ok, + "Could not resize Tensor; see logs for details"); +} +/** + * Get dim_order of a Tensor and write it to out_dim_order. + * @param tensor The tensor where we want to get dim order from. + * @param out_dim_order Pointing to an array of DimOrderType where we write + * dim order into it. + * @param out_dim_order_size Size of the DimOrderType array. + */ +ET_NODISCARD Error get_dim_order(const executorch::aten::Tensor &tensor, + executorch::aten::DimOrderType *out_dim_order, + size_t out_dim_order_size); + +/** + * Checks whether a tensor has a valid dim order. If the dim order could not + * be determined, then this function returns false by default. + */ +bool tensor_has_valid_dim_order(executorch::aten::Tensor t); + +/** + * Checks whether a tensor has either the default of channels last dim order. + * If the dim order could not be determined, then this function returns false + * by default. + */ +bool tensor_is_default_or_channels_last_dim_order(executorch::aten::Tensor t); + +/** + * Checks whether a tensor has the default dimension order. + * Logs an error message if the tensor does not meet the expected criteria. + * + * @param t The tensor to check the dimension order of. + * @return True if the tensor has the default dimension order, false otherwise. + */ +bool tensor_is_default_dim_order(executorch::aten::Tensor t); + +/** + * Checks whether a tensor has the channels last dimension order. + * Logs an error message if the tensor does not meet the expected criteria. + * + * @param t The tensor to check the dimension order of. + * @return True if the tensor has the channels last dimension order, false + * otherwise. + */ +bool tensor_is_channels_last_dim_order(executorch::aten::Tensor t); + +/** + * Asserts that four tensors have the same dim_order + * + * Note that this macro only tests dim order, but not others like actual data, + * sizes, etc. + * + */ +bool tensors_have_same_dim_order( + const executorch::aten::ArrayRef tensor_list); + +/** + * Asserts that two tensors have the same dim_order + * + * Note that this macro only tests dim order, but not others like actual data, + * sizes, etc. + */ + +inline bool tensors_have_same_dim_order(const executorch::aten::Tensor &a, + const executorch::aten::Tensor &b) { + executorch::aten::Tensor tensor_list[2] = {a, b}; + return tensors_have_same_dim_order(tensor_list); +} + +/** + * Asserts that three tensors have the same dim_order + * + * Note that this macro only tests dim order, but not others like actual data, + * sizes, etc. + * + */ + +inline bool tensors_have_same_dim_order(const executorch::aten::Tensor &a, + const executorch::aten::Tensor &b, + const executorch::aten::Tensor &c) { + executorch::aten::Tensor tensor_list[3] = {a, b, c}; + return tensors_have_same_dim_order(tensor_list); +} + +/** + * Asserts that four tensors have the same dim_order + * + * Note that this macro only tests dim order, but not others like actual data, + * sizes, etc. + * + */ + +inline bool tensors_have_same_dim_order(const executorch::aten::Tensor &a, + const executorch::aten::Tensor &b, + const executorch::aten::Tensor &c, + const executorch::aten::Tensor &d) { + executorch::aten::Tensor tensor_list[4] = {a, b, c, d}; + return tensors_have_same_dim_order(tensor_list); +} + +/** + * Given an n-dimensional coordinate array and an array of tensor strides, + * calculates the linear index that can be used to retrieve the value at the + * given coordinates. + * @param coordinate Pointer to the array of coordinates. + * @param strides Pointer to the array of strides. + * @param ndim Number of dimensions in the tensor. + */ +inline size_t +calculate_linear_index(const executorch::aten::SizesType *coordinate, + const executorch::aten::StridesType *strides, + const size_t ndim) { + size_t index = 0; + for (size_t i = 0; i < ndim; i++) { + index += coordinate[i] * strides[i]; + } + return index; +} + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::calculate_linear_index; +using ::executorch::runtime::coordinateToIndex; +using ::executorch::runtime::dim_is_valid; +using ::executorch::runtime::extract_scalar_tensor; +using ::executorch::runtime::get_dim_order; +using ::executorch::runtime::getLeadingDims; +using ::executorch::runtime::getTrailingDims; +using ::executorch::runtime::indexToCoordinate; +using ::executorch::runtime::kTensorDimensionLimit; +using ::executorch::runtime::nonempty_size; +using ::executorch::runtime::nonzero_dim; +using ::executorch::runtime::resize; +using ::executorch::runtime::resize_tensor; +using ::executorch::runtime::tensor_can_cast_to; +using ::executorch::runtime::tensor_dim_has_index; +using ::executorch::runtime::tensor_has_dim; +using ::executorch::runtime::tensor_has_expected_size; +using ::executorch::runtime::tensor_has_non_empty_dim; +using ::executorch::runtime::tensor_has_rank_greater_or_equal_to; +using ::executorch::runtime::tensor_has_rank_smaller_or_equal_to; +using ::executorch::runtime::tensor_has_valid_dim_order; +using ::executorch::runtime::tensor_is_bits_type; +using ::executorch::runtime::tensor_is_bool_type; +using ::executorch::runtime::tensor_is_complex_type; +using ::executorch::runtime::tensor_is_contiguous; +using ::executorch::runtime::tensor_is_default_dim_order; +using ::executorch::runtime::tensor_is_default_or_channels_last_dim_order; +using ::executorch::runtime::tensor_is_floating_type; +using ::executorch::runtime::tensor_is_integral_type; +using ::executorch::runtime::tensor_is_rank; +using ::executorch::runtime::tensor_is_real_type; +using ::executorch::runtime::tensor_is_realh_type; +using ::executorch::runtime::tensor_is_realhb_type; +using ::executorch::runtime::tensor_is_scalar; +using ::executorch::runtime::tensors_have_same_dim_order; +using ::executorch::runtime::tensors_have_same_dtype; +using ::executorch::runtime::tensors_have_same_rank; +using ::executorch::runtime::tensors_have_same_shape; +using ::executorch::runtime::tensors_have_same_shape_and_dtype; +using ::executorch::runtime::tensors_have_same_size_at_dims; +using ::executorch::runtime::tensors_have_same_strides; +namespace internal { +using ::executorch::runtime::internal::copy_tensor_data; +using ::executorch::runtime::internal::reset_data_ptr; +using ::executorch::runtime::internal::resize_tensor_impl; +using ::executorch::runtime::internal::set_tensor_data; +using ::executorch::runtime::internal::share_tensor_data; +} // namespace internal +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/freeable_buffer.h b/third-party/include/executorch/runtime/core/freeable_buffer.h new file mode 100644 index 000000000..09c5efca8 --- /dev/null +++ b/third-party/include/executorch/runtime/core/freeable_buffer.h @@ -0,0 +1,107 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { + +/** + * A read-only buffer than can be freed. + */ +class FreeableBuffer final { +public: + // Callback signature for the function that does the freeing. + using FreeFn = void (*)(void *context, void *data, size_t size); + + /** + * Creates an empty FreeableBuffer with size zero and a null data pointer. + */ + FreeableBuffer() + : free_fn_(nullptr), free_fn_context_(nullptr), data_(nullptr), size_(0) { + } + + /** + * Creates a FreeableBuffer with an optional free function. + * + * @param[in] data The data of the segment. + * @param[in] size The size of the segment data, in bytes. + * @param[in] free_fn Optional function to free the data. Guaranteed to be + * called exactly once before the FreeableBuffer is destroyed. May be + * nullptr. NOTE: This function must be thread-safe. If it modifies common + * state, the function must do its own locking. + * @param[in] free_fn_context Opaque pointer to pass as the `context` + * parameter of `free_fn`. May be nullptr. + */ + FreeableBuffer(const void *data, size_t size, FreeFn free_fn, + void *free_fn_context = nullptr) + : free_fn_(free_fn), free_fn_context_(free_fn_context), data_(data), + size_(size) {} + + /** + * Move ctor. Takes the ownership of the data previously owned by `rhs`, + * leaving `rhs` pointing to nullptr. + */ + FreeableBuffer(FreeableBuffer &&rhs) noexcept + : free_fn_(rhs.free_fn_), free_fn_context_(rhs.free_fn_context_), + data_(rhs.data_), size_(rhs.size_) { + rhs.free_fn_ = nullptr; + rhs.free_fn_context_ = nullptr; + rhs.data_ = nullptr; + rhs.size_ = 0; + } + + ~FreeableBuffer() { Free(); } + + /** + * Frees the data if not already free. Safe to call multiple times. + */ + void Free() { + if (data_ != nullptr) { + if (free_fn_ != nullptr) { + free_fn_(free_fn_context_, const_cast(data_), size_); + } + data_ = nullptr; + size_ = 0; + } + } + + /** + * Size of the data in bytes. Returns 0 if the data has been freed. + */ + size_t size() const { return size_; } + + /** + * Pointer to the data. Returns nullptr if the data has been freed. + */ + const void *data() const { return data_; } + +private: + // Delete other rule-of-five methods. + FreeableBuffer(const FreeableBuffer &rhs) = delete; + FreeableBuffer &operator=(FreeableBuffer &&rhs) noexcept = delete; + FreeableBuffer &operator=(const FreeableBuffer &rhs) = delete; + + FreeFn free_fn_; + void *free_fn_context_; + const void *data_; + size_t size_; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::FreeableBuffer; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/hierarchical_allocator.h b/third-party/include/executorch/runtime/core/hierarchical_allocator.h new file mode 100644 index 000000000..279934d48 --- /dev/null +++ b/third-party/include/executorch/runtime/core/hierarchical_allocator.h @@ -0,0 +1,107 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include +#include +#include +#include +#include + +namespace executorch { +namespace runtime { + +/** + * A group of buffers that can be used to represent a device's memory hierarchy. + */ +class HierarchicalAllocator final { +public: + /** + * Constructs a new hierarchical allocator with the given array of buffers. + * + * - Memory IDs are based on the index into `buffers`: `buffers[N]` will have + * a memory ID of `N`. + * - `buffers.size()` must be >= `MethodMeta::num_non_const_buffers()`. + * - `buffers[N].size()` must be >= `MethodMeta::non_const_buffer_size(N)`. + */ + explicit HierarchicalAllocator(Span> buffers) + : buffers_(buffers) {} + + /** + * DEPRECATED: Use spans instead. + */ + ET_DEPRECATED HierarchicalAllocator(uint32_t n_allocators, + MemoryAllocator *allocators) + : buffers_(to_spans(n_allocators, allocators)) {} + + /** + * Returns the address at the byte offset `offset_bytes` from the given + * buffer's base address, which points to at least `size_bytes` of memory. + * + * @param[in] memory_id The ID of the buffer in the hierarchy. + * @param[in] offset_bytes The offset in bytes into the specified buffer. + * @param[in] size_bytes The amount of memory that should be available at + * the offset. + * + * @returns On success, the address of the requested byte offset into the + * specified buffer. On failure, a non-Ok Error. + */ + ET_NODISCARD Result get_offset_address(uint32_t memory_id, + size_t offset_bytes, + size_t size_bytes) { + ET_CHECK_OR_RETURN_ERROR(memory_id < buffers_.size(), InvalidArgument, + "id %" PRIu32 " >= %" ET_PRIsize_t, memory_id, + buffers_.size()); + Span buffer = buffers_[memory_id]; + ET_CHECK_OR_RETURN_ERROR( + offset_bytes + size_bytes <= buffer.size(), MemoryAllocationFailed, + "offset_bytes (%" ET_PRIsize_t ") + size_bytes (%" ET_PRIsize_t + ") >= allocator size (%" ET_PRIsize_t ") " + "for memory_id %" PRIu32, + offset_bytes, size_bytes, buffer.size(), memory_id); + return buffer.data() + offset_bytes; + } + +private: + // TODO(T162089316): Remove the span array and to_spans once all users move to + // spans. This array is necessary to hold the pointers and sizes that were + // originally provided as MemoryAllocator instances. + static constexpr size_t kSpanArraySize = 16; + // NOTE: span_array_ must be declared before buffers_ so that it isn't + // re-initialized to zeros after initializing buffers_. + Span span_array_[kSpanArraySize]; + Span> to_spans(uint32_t n_allocators, + MemoryAllocator *allocators) { + ET_CHECK_MSG(n_allocators <= kSpanArraySize, + "n_allocators %" PRIu32 " > %zu", n_allocators, + kSpanArraySize); + for (const auto i : c10::irange(n_allocators)) { + span_array_[i] = + Span(allocators[i].base_address(), allocators[i].size()); + } + return {span_array_, n_allocators}; + } + + /// The underlying buffers. + Span> buffers_; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::HierarchicalAllocator; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/memory_allocator.h b/third-party/include/executorch/runtime/core/memory_allocator.h new file mode 100644 index 000000000..256df7307 --- /dev/null +++ b/third-party/include/executorch/runtime/core/memory_allocator.h @@ -0,0 +1,198 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include + +#include +#include +#include +#include +#include + +namespace executorch { +namespace runtime { + +/** + * A class that does simple allocation based on a size and returns the pointer + * to the memory address. It bookmarks a buffer with certain size. The + * allocation is simply checking space and growing the cur_ pointer with each + * allocation request. + * + * Simple example: + * + * // User allocates a 100 byte long memory in the heap. + * uint8_t* memory_pool = malloc(100 * sizeof(uint8_t)); + * MemoryAllocator allocator(100, memory_pool) + * // Pass allocator object in the Executor + * + * Underneath the hood, ExecuTorch will call + * allocator.allocate() to keep iterating cur_ pointer + */ +class MemoryAllocator { +public: + /** + * Default alignment of memory returned by this class. Ensures that pointer + * fields of structs will be aligned. Larger types like `long double` may not + * be, however, depending on the toolchain and architecture. + */ + static constexpr size_t kDefaultAlignment = alignof(void *); + + /** + * Constructs a new memory allocator of a given `size`, starting at the + * provided `base_address`. + * + * @param[in] size The size in bytes of the buffer at `base_address`. + * @param[in] base_address The buffer to allocate from. Does not take + * ownership of this buffer, so it must be valid for the lifetime of of + * the MemoryAllocator. + */ + MemoryAllocator(uint32_t size, uint8_t *base_address) + : begin_(base_address), end_(base_address + size), cur_(base_address), + size_(size) {} + + /** + * Allocates `size` bytes of memory. + * + * @param[in] size Number of bytes to allocate. + * @param[in] alignment Minimum alignment for the returned pointer. Must be a + * power of 2. + * + * @returns Aligned pointer to the allocated memory on success. + * @retval nullptr Not enough memory, or `alignment` was not a power of 2. + */ + virtual void *allocate(size_t size, size_t alignment = kDefaultAlignment) { + if (!isPowerOf2(alignment)) { + ET_LOG(Error, "Alignment %zu is not a power of 2", alignment); + return nullptr; + } + + // The allocation will occupy [start, end), where the start is the next + // position that's a multiple of alignment. + uint8_t *start = alignPointer(cur_, alignment); + uint8_t *end = start + size; + + // If the end of this allocation exceeds the end of this allocator, print + // error messages and return nullptr + if (end > end_) { + ET_LOG(Error, + "Memory allocation failed: %zuB requested (adjusted for " + "alignment), %zuB available", + static_cast(end - cur_), static_cast(end_ - cur_)); + return nullptr; + } + + // Otherwise, record how many bytes were used, advance cur_ to the new end, + // and then return start. Note that the number of bytes used is (end - cur_) + // instead of (end - start) because start > cur_ if there is a misalignment + EXECUTORCH_TRACK_ALLOCATION(prof_id_, end - cur_); + cur_ = end; + return static_cast(start); + } + + /** + * Allocates a buffer large enough for an instance of type T. Note that the + * memory will not be initialized. + * + * Example: + * @code + * auto p = memory_allocator->allocateInstance(); + * @endcode + * + * @param[in] alignment Minimum alignment for the returned pointer. Must be a + * power of 2. Defaults to the natural alignment of T. + * + * @returns Aligned pointer to the allocated memory on success. + * @retval nullptr Not enough memory, or `alignment` was not a power of 2. + */ + template T *allocateInstance(size_t alignment = alignof(T)) { + return static_cast(this->allocate(sizeof(T), alignment)); + } + + /** + * Allocates `size` number of chunks of type T, where each chunk is of size + * equal to sizeof(T) bytes. + * + * @param[in] size Number of memory chunks to allocate. + * @param[in] alignment Minimum alignment for the returned pointer. Must be a + * power of 2. Defaults to the natural alignment of T. + * + * @returns Aligned pointer to the allocated memory on success. + * @retval nullptr Not enough memory, or `alignment` was not a power of 2. + */ + template + T *allocateList(size_t size, size_t alignment = alignof(T)) { + // Some users of this method allocate lists of pointers, causing the next + // line to expand to `sizeof(type *)`, which triggers a clang-tidy warning. + // NOLINTNEXTLINE(bugprone-sizeof-expression) + return static_cast(this->allocate(size * sizeof(T), alignment)); + } + + // Returns the allocator memory's base address. + virtual uint8_t *base_address() const { return begin_; } + + // Returns the total size of the allocator's memory buffer. + virtual uint32_t size() const { return size_; } + + // Resets the current pointer to the base address. It does nothing to + // the contents. + virtual void reset() { cur_ = begin_; } + + void enable_profiling(ET_UNUSED const char *name) { + prof_id_ = EXECUTORCH_TRACK_ALLOCATOR(name); + } + + virtual ~MemoryAllocator() {} + +protected: + /** + * Returns the profiler ID for this allocator. + */ + int32_t prof_id() const { return prof_id_; } + + /** + * Returns true if the value is an integer power of 2. + */ + static bool isPowerOf2(size_t value) { + return value > 0 && (value & ~(value - 1)) == value; + } + + /** + * Returns the next alignment for a given pointer. + */ + static uint8_t *alignPointer(void *ptr, size_t alignment) { + intptr_t addr = reinterpret_cast(ptr); + if ((addr & (alignment - 1)) == 0) { + // Already aligned. + return reinterpret_cast(ptr); + } + addr = (addr | (alignment - 1)) + 1; + return reinterpret_cast(addr); + } + +private: + uint8_t *const begin_; + uint8_t *const end_; + uint8_t *cur_; + uint32_t const size_; + int32_t prof_id_ = -1; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::MemoryAllocator; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/named_data_map.h b/third-party/include/executorch/runtime/core/named_data_map.h new file mode 100644 index 000000000..48a311cf2 --- /dev/null +++ b/third-party/include/executorch/runtime/core/named_data_map.h @@ -0,0 +1,86 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#ifdef __GNUC__ +// Disable -Wdeprecated-declarations, as some builds use 'Werror'. +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wdeprecated-declarations" +#endif + +#include +#include +#include +#include +#include +#include + +namespace executorch { +namespace runtime { + +/** + * Interface to access and retrieve data via name. + * See executorch/extension/flat_tensor/ for an example. + */ +class ET_EXPERIMENTAL NamedDataMap { +public: + virtual ~NamedDataMap() = default; + /** + * Get metadata by key. + * + * @param key The name of the tensor. + * @return Result containing TensorLayout with tensor metadata. + */ + ET_NODISCARD virtual Result + get_metadata(const char *key) const = 0; + /** + * Get data by key. + * + * @param key Name of the data. + * @return Result containing a FreeableBuffer with the tensor data. + */ + ET_NODISCARD virtual Result + get_data(const char *key) const = 0; + + /** + * Loads data corresponding to the key into the provided buffer. + * + * @param key The name of the data. + * @param size The number of bytes to load. Use `get_metadata` to retrieve the + * size of the data for a given key. + * @param buffer The buffer to load the data into. Must point to at least + * `size` bytes of memory. + * @returns an Error indicating if the load was successful. + */ + ET_NODISCARD virtual Error load_data_into(const char *key, void *buffer, + size_t size) const = 0; + + /** + * Get the number of keys in the NamedDataMap. + * + * @return Result containing the number of keys. + */ + ET_NODISCARD virtual Result get_num_keys() const = 0; + + /** + * Get the key at the given index. + * + * @param index The index of the key to retrieve. + * @return Result containing the key at the given index. Note: the returned + * pointer is only valid for the lifetime of the DataMap. + */ + ET_NODISCARD virtual Result get_key(size_t index) const = 0; +}; + +} // namespace runtime +} // namespace executorch + +#ifdef __GNUC__ +#pragma GCC diagnostic pop +#endif diff --git a/third-party/include/executorch/runtime/core/portable_type/bfloat16.h b/third-party/include/executorch/runtime/core/portable_type/bfloat16.h new file mode 100644 index 000000000..233d57147 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/bfloat16.h @@ -0,0 +1,27 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch::runtime::etensor { +using c10::BFloat16; +namespace internal { +using c10::detail::f32_from_bits; +using c10::detail::round_to_nearest_even; +} // namespace internal +} // namespace executorch::runtime::etensor + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::BFloat16; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/bfloat16_math.h b/third-party/include/executorch/runtime/core/portable_type/bfloat16_math.h new file mode 100644 index 000000000..3f6bf14a4 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/bfloat16_math.h @@ -0,0 +1,14 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include + +#include diff --git a/third-party/include/executorch/runtime/core/portable_type/bits_types.h b/third-party/include/executorch/runtime/core/portable_type/bits_types.h new file mode 100644 index 000000000..cddffc485 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/bits_types.h @@ -0,0 +1,83 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +/** + * bits1x8 is an uninterpreted dtype of a tensor with 1 bit (packed to byte + * boundary), without any semantics defined. + */ +struct alignas(1) bits1x8 { + using underlying = uint8_t; + uint8_t val_; + bits1x8() = default; + explicit bits1x8(uint8_t val) : val_(val) {} +}; + +/** + * bits2x4 is an uninterpreted dtype of a tensor with 2 bits (packed to byte + * boundary), without any semantics defined. + */ +struct alignas(1) bits2x4 { + using underlying = uint8_t; + uint8_t val_; + bits2x4() = default; + explicit bits2x4(uint8_t val) : val_(val) {} +}; + +/** + * bits4x2 is an uninterpreted dtype of a tensor with 4 bits (packed to byte + * boundary), without any semantics defined. + */ +struct alignas(1) bits4x2 { + using underlying = uint8_t; + uint8_t val_; + bits4x2() = default; + explicit bits4x2(uint8_t val) : val_(val) {} +}; + +/** + * bits8 is an uninterpreted dtype of a tensor with 8 bits, without any + * semantics defined. + */ +struct alignas(1) bits8 { + uint8_t val_; + bits8() = default; + explicit bits8(uint8_t val) : val_(val) {} +}; + +/** + * bits16 is an uninterpreted dtype of a tensor with 16 bits, without any + * semantics defined. + */ +struct alignas(2) bits16 { + uint16_t val_; + bits16() = default; + explicit bits16(uint16_t val) : val_(val) {} +}; + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::bits16; +using ::executorch::runtime::etensor::bits1x8; +using ::executorch::runtime::etensor::bits2x4; +using ::executorch::runtime::etensor::bits4x2; +using ::executorch::runtime::etensor::bits8; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/macros/Export.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/macros/Export.h new file mode 100644 index 000000000..771c869ae --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/macros/Export.h @@ -0,0 +1,163 @@ +#define C10_USING_CUSTOM_GENERATED_MACROS +#ifndef C10_MACROS_EXPORT_H_ +#define C10_MACROS_EXPORT_H_ + +/* Header file to define the common scaffolding for exported symbols. + * + * Export is by itself a quite tricky situation to deal with, and if you are + * hitting this file, make sure you start with the background here: + * - Linux: https://gcc.gnu.org/wiki/Visibility + * - Windows: + * https://docs.microsoft.com/en-us/cpp/cpp/dllexport-dllimport?view=vs-2017 + * + * Do NOT include this file directly. Instead, use c10/macros/Macros.h + */ + +// You do not need to edit this part of file unless you are changing the core +// pytorch export abstractions. +// +// This part defines the C10 core export and import macros. This is controlled +// by whether we are building shared libraries or not, which is determined +// during build time and codified in c10/core/cmake_macros.h. +// When the library is built as a shared lib, EXPORT and IMPORT will contain +// visibility attributes. If it is being built as a static lib, then EXPORT +// and IMPORT basically have no effect. + +// As a rule of thumb, you should almost NEVER mix static and shared builds for +// libraries that depend on c10. AKA, if c10 is built as a static library, we +// recommend everything dependent on c10 to be built statically. If c10 is built +// as a shared library, everything dependent on it should be built as shared. In +// the PyTorch project, all native libraries shall use the macro +// C10_BUILD_SHARED_LIB to check whether pytorch is building shared or static +// libraries. + +// For build systems that do not directly depend on CMake and directly build +// from the source directory (such as Buck), one may not have a cmake_macros.h +// file at all. In this case, the build system is responsible for providing +// correct macro definitions corresponding to the cmake_macros.h.in file. +// +// In such scenarios, one should define the macro +// C10_USING_CUSTOM_GENERATED_MACROS +// to inform this header that it does not need to include the cmake_macros.h +// file. + +#ifndef C10_USING_CUSTOM_GENERATED_MACROS +#include +#endif // C10_USING_CUSTOM_GENERATED_MACROS + +#ifdef _WIN32 +#define C10_HIDDEN +#if defined(C10_BUILD_SHARED_LIBS) +#define C10_EXPORT __declspec(dllexport) +#define C10_IMPORT __declspec(dllimport) +#else +#define C10_EXPORT +#define C10_IMPORT +#endif +#else // _WIN32 +#if defined(__GNUC__) +#define C10_EXPORT __attribute__((__visibility__("default"))) +#define C10_HIDDEN __attribute__((__visibility__("hidden"))) +#else // defined(__GNUC__) +#define C10_EXPORT +#define C10_HIDDEN +#endif // defined(__GNUC__) +#define C10_IMPORT C10_EXPORT +#endif // _WIN32 + +#ifdef NO_EXPORT +#undef C10_EXPORT +#define C10_EXPORT +#endif + +// Definition of an adaptive XX_API macro, that depends on whether you are +// building the library itself or not, routes to XX_EXPORT and XX_IMPORT. +// Basically, you will need to do this for each shared library that you are +// building, and the instruction is as follows: assuming that you are building +// a library called libawesome.so. You should: +// (1) for your cmake target (usually done by "add_library(awesome, ...)"), +// define a macro called AWESOME_BUILD_MAIN_LIB using +// target_compile_options. +// (2) define the AWESOME_API macro similar to the one below. +// And in the source file of your awesome library, use AWESOME_API to +// annotate public symbols. + +// Here, for the C10 library, we will define the macro C10_API for both import +// and export. + +// This one is being used by libc10.so +#ifdef C10_BUILD_MAIN_LIB +#define C10_API C10_EXPORT +#else +#define C10_API C10_IMPORT +#endif + +// This one is being used by libtorch.so +#ifdef CAFFE2_BUILD_MAIN_LIB +#define TORCH_API C10_EXPORT +#else +#define TORCH_API C10_IMPORT +#endif + +// You may be wondering: Whose brilliant idea was it to split torch_cuda into +// two pieces with confusing names? +// Once upon a time, there _was_ only TORCH_CUDA_API. All was happy until we +// tried to compile PyTorch for CUDA 11.1, which ran into relocation marker +// issues when linking big binaries. +// (https://github.com/pytorch/pytorch/issues/39968) We had two choices: +// (1) Stop supporting so many GPU architectures +// (2) Do something else +// We chose #2 and decided to split the behemoth that was torch_cuda into two +// smaller libraries, one with most of the core kernel functions (torch_cuda_cu) +// and the other that had..well..everything else (torch_cuda_cpp). The idea was +// this: instead of linking our static libraries (like the hefty +// libcudnn_static.a) with another huge library, torch_cuda, and run into pesky +// relocation marker issues, we could link our static libraries to a smaller +// part of torch_cuda (torch_cuda_cpp) and avoid the issues. + +// libtorch_cuda_cu.so +#ifdef TORCH_CUDA_CU_BUILD_MAIN_LIB +#define TORCH_CUDA_CU_API C10_EXPORT +#elif defined(BUILD_SPLIT_CUDA) +#define TORCH_CUDA_CU_API C10_IMPORT +#endif + +// libtorch_cuda_cpp.so +#ifdef TORCH_CUDA_CPP_BUILD_MAIN_LIB +#define TORCH_CUDA_CPP_API C10_EXPORT +#elif defined(BUILD_SPLIT_CUDA) +#define TORCH_CUDA_CPP_API C10_IMPORT +#endif + +// libtorch_cuda.so (where torch_cuda_cu and torch_cuda_cpp are a part of the +// same api) +#ifdef TORCH_CUDA_BUILD_MAIN_LIB +#define TORCH_CUDA_CPP_API C10_EXPORT +#define TORCH_CUDA_CU_API C10_EXPORT +#elif !defined(BUILD_SPLIT_CUDA) +#define TORCH_CUDA_CPP_API C10_IMPORT +#define TORCH_CUDA_CU_API C10_IMPORT +#endif + +#if defined(TORCH_HIP_BUILD_MAIN_LIB) +#define TORCH_HIP_CPP_API C10_EXPORT +#define TORCH_HIP_API C10_EXPORT +#else +#define TORCH_HIP_CPP_API C10_IMPORT +#define TORCH_HIP_API C10_IMPORT +#endif + +#if defined(TORCH_XPU_BUILD_MAIN_LIB) +#define TORCH_XPU_API C10_EXPORT +#else +#define TORCH_XPU_API C10_IMPORT +#endif + +// Enums only need to be exported on windows for non-CUDA files +#if defined(_WIN32) && defined(__CUDACC__) +#define C10_API_ENUM C10_API +#else +#define C10_API_ENUM +#endif + +#endif // C10_MACROS_MACROS_H_ diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/macros/Macros.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/macros/Macros.h new file mode 100644 index 000000000..d46e2a369 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/macros/Macros.h @@ -0,0 +1,497 @@ +#define C10_USING_CUSTOM_GENERATED_MACROS +#ifndef C10_MACROS_MACROS_H_ +#define C10_MACROS_MACROS_H_ +#include + +/* Main entry for c10/macros. + * + * In your code, include c10/macros/Macros.h directly, instead of individual + * files in this folder. + */ + +// For build systems that do not directly depend on CMake and directly build +// from the source directory (such as Buck), one may not have a cmake_macros.h +// file at all. In this case, the build system is responsible for providing +// correct macro definitions corresponding to the cmake_macros.h.in file. +// +// In such scenarios, one should define the macro +// C10_USING_CUSTOM_GENERATED_MACROS +// to inform this header that it does not need to include the cmake_macros.h +// file. + +#ifndef C10_USING_CUSTOM_GENERATED_MACROS +#include +#endif // C10_USING_CUSTOM_GENERATED_MACROS + +#include + +#if defined(__clang__) +#define __ubsan_ignore_float_divide_by_zero__ \ + __attribute__((no_sanitize("float-divide-by-zero"))) +#define __ubsan_ignore_undefined__ __attribute__((no_sanitize("undefined"))) +#define __ubsan_ignore_signed_int_overflow__ \ + __attribute__((no_sanitize("signed-integer-overflow"))) +#define __ubsan_ignore_pointer_overflow__ \ + __attribute__((no_sanitize("pointer-overflow"))) +#define __ubsan_ignore_function__ __attribute__((no_sanitize("function"))) +#define __ubsan_ignore_float_cast_overflow__ \ + __attribute__((no_sanitize("float-cast-overflow"))) +#else +#define __ubsan_ignore_float_divide_by_zero__ +#define __ubsan_ignore_undefined__ +#define __ubsan_ignore_signed_int_overflow__ +#define __ubsan_ignore_pointer_overflow__ +#define __ubsan_ignore_function__ +#define __ubsan_ignore_float_cast_overflow__ +#endif + +// Detect address sanitizer as some stuff doesn't work with it +#undef C10_ASAN_ENABLED + +// for clang +#if defined(__has_feature) +#if ((__has_feature(address_sanitizer))) +#define C10_ASAN_ENABLED 1 +#endif +#endif + +// for gcc +#if defined(__SANITIZE_ADDRESS__) +#if __SANITIZE_ADDRESS__ +#if !defined(C10_ASAN_ENABLED) +#define C10_ASAN_ENABLED 1 +#endif +#endif +#endif + +#if !defined(C10_ASAN_ENABLED) +#define C10_ASAN_ENABLED 0 +#endif + +// Detect undefined-behavior sanitizer (UBSAN) +#undef C10_UBSAN_ENABLED + +// for clang or gcc >= 14 +// NB: gcc 14 adds support for Clang's __has_feature +// https://gcc.gnu.org/gcc-14/changes.html +// gcc < 14 doesn't have a macro for UBSAN +// (e.g. __SANITIZE_UNDEFINED__ does not exist in gcc) +// https://github.com/google/sanitizers/issues/765 +#if defined(__has_feature) +#if ((__has_feature(undefined_behavior_sanitizer))) +#define C10_UBSAN_ENABLED 1 +#endif +#endif + +#if !defined(C10_UBSAN_ENABLED) +#define C10_UBSAN_ENABLED 0 +#endif + +// Disable the copy and assignment operator for a class. Note that this will +// disable the usage of the class in std containers. +#define C10_DISABLE_COPY_AND_ASSIGN(classname) \ + classname(const classname &) = delete; \ + classname &operator=(const classname &) = delete + +#define C10_CONCATENATE_IMPL(s1, s2) s1##s2 +#define C10_CONCATENATE(s1, s2) C10_CONCATENATE_IMPL(s1, s2) + +#define C10_MACRO_EXPAND(args) args + +#define C10_STRINGIZE_IMPL(x) #x +#define C10_STRINGIZE(x) C10_STRINGIZE_IMPL(x) + +/** + * C10_ANONYMOUS_VARIABLE(str) introduces a new identifier which starts with + * str and ends with a unique number. + */ +#ifdef __COUNTER__ +#define C10_UID __COUNTER__ +#define C10_ANONYMOUS_VARIABLE(str) C10_CONCATENATE(str, __COUNTER__) +#else +#define C10_UID __LINE__ +#define C10_ANONYMOUS_VARIABLE(str) C10_CONCATENATE(str, __LINE__) +#endif + +#ifdef __has_cpp_attribute +#define C10_HAS_CPP_ATTRIBUTE(x) __has_cpp_attribute(x) +#else +#define C10_HAS_CPP_ATTRIBUTE(x) (0) +#endif + +#ifndef FBCODE_CAFFE2 +/// DEPRECATED: Warn if a type or return value is discarded. +#define C10_NODISCARD [[nodiscard]] + +/// DEPRECATED: Suppress an unused variable. +#define C10_UNUSED [[maybe_unused]] +#endif + +#if !defined(__has_attribute) +#define __has_attribute(x) 0 +#endif + +// Direct port of LLVM_ATTRIBUTE_USED. +#if __has_attribute(used) +#define C10_USED __attribute__((__used__)) +#else +#define C10_USED +#endif + +#define C10_RESTRICT __restrict + +// Simply define the namespace, in case a dependent library want to refer to +// the c10 namespace but not any nontrivial files. +namespace c10 {} +namespace c10::cuda {} +namespace c10::hip {} +namespace c10::xpu {} + +// Since C10 is the core library for caffe2 (and aten), we will simply reroute +// all abstractions defined in c10 to be available in caffe2 as well. +// This is only for backwards compatibility. Please use the symbols from the +// c10 namespace where possible. +namespace caffe2 { +using namespace c10; +} +namespace at { +using namespace c10; +} +namespace at::cuda { +using namespace c10::cuda; +} // namespace at::cuda + +// WARNING!!! THIS IS A GIANT HACK!!! +// This line means you cannot simultaneously include c10/hip +// and c10/cuda and then use them from the at::cuda namespace. +// This is true in practice, because HIPIFY works inplace on +// files in ATen/cuda, so it assumes that c10::hip is available +// from at::cuda. This namespace makes that happen. When +// HIPIFY is no longer out-of-place, we can switch the cuda +// here to hip and everyone is happy. +namespace at::cuda { +using namespace c10::hip; +} // namespace at::cuda + +namespace at::xpu { +using namespace c10::xpu; +} // namespace at::xpu + +// C10_LIKELY/C10_UNLIKELY +// +// These macros provide parentheses, so you can use these macros as: +// +// if C10_LIKELY(some_expr) { +// ... +// } +// +// NB: static_cast to boolean is mandatory in C++, because __builtin_expect +// takes a long argument, which means you may trigger the wrong conversion +// without it. +// +#if defined(__GNUC__) || defined(__ICL) || defined(__clang__) +#define C10_LIKELY(expr) (__builtin_expect(static_cast(expr), 1)) +#define C10_UNLIKELY(expr) (__builtin_expect(static_cast(expr), 0)) +#else +#define C10_LIKELY(expr) (expr) +#define C10_UNLIKELY(expr) (expr) +#endif + +/// C10_NOINLINE - Functions whose declaration is annotated with this will not +/// be inlined. +#ifdef __GNUC__ +#define C10_NOINLINE __attribute__((noinline)) +#elif _MSC_VER +#define C10_NOINLINE __declspec(noinline) +#else +#define C10_NOINLINE +#endif + +#if defined(_MSC_VER) +#define C10_ALWAYS_INLINE __forceinline +#elif __has_attribute(always_inline) || defined(__GNUC__) +#define C10_ALWAYS_INLINE __attribute__((__always_inline__)) inline +#else +#define C10_ALWAYS_INLINE inline +#endif + +// Unlike C10_ALWAYS_INLINE, C10_ALWAYS_INLINE_ATTRIBUTE can be used +// on a lambda. +#if defined(_MSC_VER) +// MSVC 14.39 is reasonably recent and doesn't like +// [[msvc::forceinline]] on a lambda, so don't try to use it. +#define C10_ALWAYS_INLINE_ATTRIBUTE +#elif __has_attribute(always_inline) || defined(__GNUC__) +#define C10_ALWAYS_INLINE_ATTRIBUTE __attribute__((__always_inline__)) +#else +#define C10_ALWAYS_INLINE_ATTRIBUTE +#endif + +#if defined(_MSC_VER) +#define C10_ATTR_VISIBILITY_HIDDEN +#elif defined(__GNUC__) +#define C10_ATTR_VISIBILITY_HIDDEN __attribute__((__visibility__("hidden"))) +#else +#define C10_ATTR_VISIBILITY_HIDDEN +#endif + +#define C10_ERASE C10_ALWAYS_INLINE C10_ATTR_VISIBILITY_HIDDEN + +#include + +#ifdef __HIPCC__ +// Unlike CUDA, HIP requires a HIP header to be included for __host__ to work. +// We do this #include here so that C10_HOST_DEVICE and friends will Just Work. +// See https://github.com/ROCm-Developer-Tools/HIP/issues/441 +#include +#endif + +#if defined(__CUDACC__) || defined(__HIPCC__) +// Designates functions callable from the host (CPU) and the device (GPU) +#define C10_HOST_DEVICE __host__ __device__ +#define C10_DEVICE __device__ +#define C10_HOST __host__ +// constants from +// (https://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html#features-and-technical-specifications) +// The maximum number of threads per multiprocessor is 1024 for Turing +// architecture (7.5), 1536 for Geforce Ampere (8.6)/Jetson Orin (8.7), and +// 2048 for all other architectures. You'll get warnings if you exceed these +// constants. Hence, the following macros adjust the input values from the user +// to resolve potential warnings. +#if __CUDA_ARCH__ == 750 +constexpr uint32_t CUDA_MAX_THREADS_PER_SM = 1024; +#elif __CUDA_ARCH__ == 860 || __CUDA_ARCH__ == 870 || __CUDA_ARCH__ == 890 +constexpr uint32_t CUDA_MAX_THREADS_PER_SM = 1536; +#else +constexpr uint32_t CUDA_MAX_THREADS_PER_SM = 2048; +#endif +// CUDA_MAX_THREADS_PER_BLOCK is same for all architectures currently +constexpr uint32_t CUDA_MAX_THREADS_PER_BLOCK = 1024; +// CUDA_THREADS_PER_BLOCK_FALLBACK is the "canonical fallback" choice of block +// size. 256 is a good number for this fallback and should give good occupancy +// and versatility across all architectures. +constexpr uint32_t CUDA_THREADS_PER_BLOCK_FALLBACK = 256; +// NOTE: if you are thinking of constexpr-ify the inputs to launch bounds, it +// turns out that although __launch_bounds__ can take constexpr, it +// can't take a constexpr that has anything to do with templates. +// Currently we use launch_bounds that depend on template arguments in +// Loops.cuh, Reduce.cuh and LossCTC.cuh. Hence, C10_MAX_THREADS_PER_BLOCK +// and C10_MIN_BLOCKS_PER_SM are kept as macros. +// Suppose you were planning to write __launch_bounds__(a, b), based on your +// performance tuning on a modern GPU. Instead, you should write +// __launch_bounds__(C10_MAX_THREADS_PER_BLOCK(a), C10_MIN_BLOCKS_PER_SM(a, b)), +// which will also properly respect limits on old architectures. +#define C10_MAX_THREADS_PER_BLOCK(val) \ + (((val) <= CUDA_MAX_THREADS_PER_BLOCK) ? (val) \ + : CUDA_THREADS_PER_BLOCK_FALLBACK) +#define C10_MIN_BLOCKS_PER_SM(threads_per_block, blocks_per_sm) \ + ((((threads_per_block) * (blocks_per_sm) <= CUDA_MAX_THREADS_PER_SM) \ + ? (blocks_per_sm) \ + : ((CUDA_MAX_THREADS_PER_SM + (threads_per_block) - 1) / \ + (threads_per_block)))) +// C10_LAUNCH_BOUNDS is analogous to __launch_bounds__ +#define C10_LAUNCH_BOUNDS_0 \ + __launch_bounds__(256, \ + 4) // default launch bounds that should give good occupancy + // and versatility across all architectures. +#define C10_LAUNCH_BOUNDS_1(max_threads_per_block) \ + __launch_bounds__((C10_MAX_THREADS_PER_BLOCK((max_threads_per_block)))) +#define C10_LAUNCH_BOUNDS_2(max_threads_per_block, min_blocks_per_sm) \ + __launch_bounds__( \ + (C10_MAX_THREADS_PER_BLOCK((max_threads_per_block))), \ + (C10_MIN_BLOCKS_PER_SM((max_threads_per_block), (min_blocks_per_sm)))) +#else +#define C10_HOST_DEVICE +#define C10_HOST +#define C10_DEVICE +#endif + +#if defined(USE_ROCM) +#define C10_HIP_HOST_DEVICE __host__ __device__ +#else +#define C10_HIP_HOST_DEVICE +#endif + +#if defined(USE_ROCM) +#define C10_WARP_SIZE warpSize // = 64 or 32 (Defined in hip_runtime.h) +#else +#define C10_WARP_SIZE 32 +#endif + +#if defined(_MSC_VER) && _MSC_VER <= 1900 +#define __func__ __FUNCTION__ +#endif + +// CUDA_KERNEL_ASSERT checks the assertion +// even when NDEBUG is defined. This is useful for important assertions in CUDA +// code that would otherwise be suppressed when building Release. +#if defined(__ANDROID__) || defined(__APPLE__) || defined(__FreeBSD__) +// Those platforms do not support assert() +#define CUDA_KERNEL_ASSERT(cond) +#define CUDA_KERNEL_ASSERT_MSG(cond, msg) +#define SYCL_KERNEL_ASSERT(cond) +#elif defined(_MSC_VER) +#if defined(NDEBUG) +extern "C" { +C10_IMPORT +#if defined(__SYCL_DEVICE_ONLY__) +extern SYCL_EXTERNAL void _wassert(const wchar_t *wexpr, const wchar_t *wfile, + unsigned line); +#else +#if defined(__CUDA_ARCH__) +__host__ __device__ +#endif // __CUDA_ARCH__ + void + _wassert(wchar_t const *_Message, wchar_t const *_File, unsigned _Line); +#endif // __SYCL_DEVICE_ONLY__ +} +#endif // NDEBUG +#define CUDA_KERNEL_ASSERT(cond) \ + if (C10_UNLIKELY(!(cond))) { \ + (void)(_wassert(_CRT_WIDE(#cond), _CRT_WIDE(__FILE__), \ + static_cast(__LINE__)), \ + 0); \ + } +// TODO: This doesn't assert the message because I (chilli) couldn't figure out +// a nice way to convert a char* to a wchar_t* +#define CUDA_KERNEL_ASSERT_MSG(cond, msg) \ + if (C10_UNLIKELY(!(cond))) { \ + (void)(_wassert(_CRT_WIDE(#cond), _CRT_WIDE(__FILE__), \ + static_cast(__LINE__)), \ + 0); \ + } +#define SYCL_KERNEL_ASSERT(cond) \ + if (C10_UNLIKELY(!(cond))) { \ + (void)(_wassert(_CRT_WIDE(#cond), _CRT_WIDE(__FILE__), \ + static_cast(__LINE__)), \ + 0); \ + } +#else // __APPLE__, _MSC_VER +#if defined(NDEBUG) +extern "C" { +#if defined(__SYCL_DEVICE_ONLY__) +extern SYCL_EXTERNAL void __assert_fail(const char *expr, const char *file, + unsigned int line, const char *func); +#else // __SYCL_DEVICE_ONLY__ +#if (defined(__CUDA_ARCH__) && !(defined(__clang__) && defined(__CUDA__))) +// CUDA supports __assert_fail function which are common for both device +// and host side code. +__host__ __device__ +#endif + + // This forward declaration matching the declaration of __assert_fail + // exactly how it is in glibc in case parts of the program are compiled with + // different NDEBUG settings. Otherwise we might get 'ambiguous declaration' + // error. Note: On ROCm - this declaration serves for host side compilation. + void + __assert_fail(const char *assertion, const char *file, unsigned int line, + const char *function) noexcept __attribute__((__noreturn__)); + +#endif // __SYCL_DEVICE_ONLY__ +} +#endif // NDEBUG +// ROCm disable kernel assert by default +#if !defined(C10_USE_ROCM_KERNEL_ASSERT) and defined(USE_ROCM) +#define CUDA_KERNEL_ASSERT(cond) +#define CUDA_KERNEL_ASSERT_MSG(cond, msg) +#define SYCL_KERNEL_ASSERT(cond) +#else +#define CUDA_KERNEL_ASSERT(cond) \ + if (C10_UNLIKELY(!(cond))) { \ + __assert_fail(#cond, __FILE__, static_cast(__LINE__), \ + __func__); \ + } +#define CUDA_KERNEL_ASSERT_MSG(cond, msg) \ + if (C10_UNLIKELY(!(cond))) { \ + __assert_fail(msg, __FILE__, static_cast(__LINE__), \ + __func__); \ + } +#define SYCL_KERNEL_ASSERT(cond) \ + if (C10_UNLIKELY(!(cond))) { \ + __assert_fail(#cond, __FILE__, static_cast(__LINE__), \ + __func__); \ + } +#endif // C10_USE_ROCM_KERNEL_ASSERT and USE_ROCM +#endif // __APPLE__ + +#ifdef __APPLE__ +#include +#endif + +#if defined(__ANDROID__) +#define C10_ANDROID 1 +#define C10_MOBILE 1 +#elif (defined(__APPLE__) && \ + (TARGET_IPHONE_SIMULATOR || TARGET_OS_SIMULATOR || TARGET_OS_IPHONE)) +#define C10_IOS 1 +#define C10_MOBILE 1 +#endif // ANDROID / IOS + +#if defined(C10_MOBILE) && C10_MOBILE +#define C10_ALWAYS_INLINE_UNLESS_MOBILE inline +#else +#define C10_ALWAYS_INLINE_UNLESS_MOBILE C10_ALWAYS_INLINE +#endif + +#if !defined(FBCODE_CAFFE2) && !defined(C10_NODEPRECATED) +#define CONSTEXPR_EXCEPT_WIN_CUDA constexpr +#define C10_HOST_CONSTEXPR_EXCEPT_WIN_CUDA constexpr + +#define STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(field, val) \ + static constexpr const char field[] = val; +#define STATIC_CONST_STR_OUT_OF_LINE_FOR_WIN_CUDA(cls, field, val) +#endif // !defined(FBCODE_CAFFE2) && !defined(C10_NODEPRECATED) + +#ifndef HAS_DEMANGLE +#if defined(__ANDROID__) || defined(_WIN32) || defined(__EMSCRIPTEN__) +#define HAS_DEMANGLE 0 +#elif defined(__APPLE__) && \ + (TARGET_IPHONE_SIMULATOR || TARGET_OS_SIMULATOR || TARGET_OS_IPHONE) +#define HAS_DEMANGLE 0 +#else +#define HAS_DEMANGLE 1 +#endif +#endif // HAS_DEMANGLE + +#define _C10_PRAGMA__(string) _Pragma(#string) +#define _C10_PRAGMA_(string) _C10_PRAGMA__(string) + +#ifdef __clang__ +#define C10_CLANG_DIAGNOSTIC_PUSH() _Pragma("clang diagnostic push") +#define C10_CLANG_DIAGNOSTIC_POP() _Pragma("clang diagnostic pop") +#define C10_CLANG_DIAGNOSTIC_IGNORE(flag) \ + _C10_PRAGMA_(clang diagnostic ignored flag) +#define C10_CLANG_HAS_WARNING(flag) __has_warning(flag) +#else +#define C10_CLANG_DIAGNOSTIC_PUSH() +#define C10_CLANG_DIAGNOSTIC_POP() +#define C10_CLANG_DIAGNOSTIC_IGNORE(flag) +#define C10_CLANG_HAS_WARNING(flag) 0 +#endif + +#ifdef __clang__ + +#define C10_DIAGNOSTIC_PUSH_AND_IGNORED_IF_DEFINED(warning) \ + _C10_PRAGMA_(clang diagnostic push) \ + _C10_PRAGMA_(clang diagnostic ignored "-Wunknown-warning-option") \ + _C10_PRAGMA_(clang diagnostic ignored warning) + +#define C10_DIAGNOSTIC_POP() _C10_PRAGMA_(clang diagnostic pop) + +#elif __GNUC__ + +#define C10_DIAGNOSTIC_PUSH_AND_IGNORED_IF_DEFINED(warning) \ + _C10_PRAGMA_(GCC diagnostic push) \ + _C10_PRAGMA_(GCC diagnostic ignored "-Wpragmas") \ + _C10_PRAGMA_(GCC diagnostic ignored warning) + +#define C10_DIAGNOSTIC_POP() _C10_PRAGMA_(GCC diagnostic pop) + +#else + +#define C10_DIAGNOSTIC_PUSH_AND_IGNORED_IF_DEFINED(warning) +#define C10_DIAGNOSTIC_POP() + +#endif + +#endif // C10_MACROS_MACROS_H_ diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/BFloat16-inl.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/BFloat16-inl.h new file mode 100644 index 000000000..d37a19d51 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/BFloat16-inl.h @@ -0,0 +1,342 @@ +#pragma once + +#include +#include + +#include + +C10_CLANG_DIAGNOSTIC_PUSH() +#if C10_CLANG_HAS_WARNING("-Wimplicit-int-float-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wimplicit-int-float-conversion") +#endif + +#if defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) +#if defined(CL_SYCL_LANGUAGE_VERSION) +#include // for SYCL 1.2.1 +#else +#include // for SYCL 2020 +#endif +#include +#endif + +namespace c10 { + +/// Constructors +inline C10_HOST_DEVICE BFloat16::BFloat16(float value) + : +#if defined(__CUDACC__) && !defined(USE_ROCM) && defined(__CUDA_ARCH__) && \ + __CUDA_ARCH__ >= 800 + x(__bfloat16_as_ushort(__float2bfloat16(value))) +#elif defined(__SYCL_DEVICE_ONLY__) && \ + defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) + x(c10::bit_cast(sycl::ext::oneapi::bfloat16(value))) +#else + // RNE by default + x(detail::round_to_nearest_even(value)) +#endif +{ +} + +/// Implicit conversions +inline C10_HOST_DEVICE BFloat16::operator float() const { +#if defined(__CUDACC__) && !defined(USE_ROCM) + return __bfloat162float(*reinterpret_cast(&x)); +#elif defined(__SYCL_DEVICE_ONLY__) && \ + defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) + return float(*reinterpret_cast(&x)); +#else + return detail::f32_from_bits(x); +#endif +} + +#if defined(__CUDACC__) && !defined(USE_ROCM) +inline C10_HOST_DEVICE BFloat16::BFloat16(const __nv_bfloat16 &value) { + x = *reinterpret_cast(&value); +} +inline C10_HOST_DEVICE BFloat16::operator __nv_bfloat16() const { + return *reinterpret_cast(&x); +} +#endif + +#if defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) +inline C10_HOST_DEVICE +BFloat16::BFloat16(const sycl::ext::oneapi::bfloat16 &value) { + x = *reinterpret_cast(&value); +} +inline C10_HOST_DEVICE BFloat16::operator sycl::ext::oneapi::bfloat16() const { + return *reinterpret_cast(&x); +} +#endif + +// CUDA intrinsics + +#if defined(__CUDACC__) || defined(__HIPCC__) +inline C10_DEVICE BFloat16 __ldg(const BFloat16 *ptr) { +#if !defined(USE_ROCM) && defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 800 + return __ldg(reinterpret_cast(ptr)); +#else + return *ptr; +#endif +} +#endif + +/// Arithmetic + +inline C10_HOST_DEVICE BFloat16 operator+(const BFloat16 &a, + const BFloat16 &b) { + return static_cast(a) + static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator-(const BFloat16 &a, + const BFloat16 &b) { + return static_cast(a) - static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator*(const BFloat16 &a, + const BFloat16 &b) { + return static_cast(a) * static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator/(const BFloat16 &a, const BFloat16 &b) + __ubsan_ignore_float_divide_by_zero__ { + return static_cast(a) / static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator-(const BFloat16 &a) { + return -static_cast(a); +} + +inline C10_HOST_DEVICE BFloat16 &operator+=(BFloat16 &a, const BFloat16 &b) { + a = a + b; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator-=(BFloat16 &a, const BFloat16 &b) { + a = a - b; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator*=(BFloat16 &a, const BFloat16 &b) { + a = a * b; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator/=(BFloat16 &a, const BFloat16 &b) { + a = a / b; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator|(BFloat16 &a, const BFloat16 &b) { + a.x = a.x | b.x; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator^(BFloat16 &a, const BFloat16 &b) { + a.x = a.x ^ b.x; + return a; +} + +inline C10_HOST_DEVICE BFloat16 &operator&(BFloat16 &a, const BFloat16 &b) { + a.x = a.x & b.x; + return a; +} + +/// Arithmetic with floats + +inline C10_HOST_DEVICE float operator+(BFloat16 a, float b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE float operator-(BFloat16 a, float b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE float operator*(BFloat16 a, float b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE float operator/(BFloat16 a, float b) { + return static_cast(a) / b; +} + +inline C10_HOST_DEVICE float operator+(float a, BFloat16 b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE float operator-(float a, BFloat16 b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE float operator*(float a, BFloat16 b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE float operator/(float a, BFloat16 b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE float &operator+=(float &a, const BFloat16 &b) { + return a += static_cast(b); +} +inline C10_HOST_DEVICE float &operator-=(float &a, const BFloat16 &b) { + return a -= static_cast(b); +} +inline C10_HOST_DEVICE float &operator*=(float &a, const BFloat16 &b) { + return a *= static_cast(b); +} +inline C10_HOST_DEVICE float &operator/=(float &a, const BFloat16 &b) { + return a /= static_cast(b); +} + +/// Arithmetic with doubles + +inline C10_HOST_DEVICE double operator+(BFloat16 a, double b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE double operator-(BFloat16 a, double b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE double operator*(BFloat16 a, double b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE double operator/(BFloat16 a, double b) { + return static_cast(a) / b; +} + +inline C10_HOST_DEVICE double operator+(double a, BFloat16 b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE double operator-(double a, BFloat16 b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE double operator*(double a, BFloat16 b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE double operator/(double a, BFloat16 b) { + return a / static_cast(b); +} + +/// Arithmetic with ints + +inline C10_HOST_DEVICE BFloat16 operator+(BFloat16 a, int b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator-(BFloat16 a, int b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator*(BFloat16 a, int b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator/(BFloat16 a, int b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator+(int a, BFloat16 b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE BFloat16 operator-(int a, BFloat16 b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE BFloat16 operator*(int a, BFloat16 b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE BFloat16 operator/(int a, BFloat16 b) { + return static_cast(a) / b; +} + +//// Arithmetic with int64_t + +inline C10_HOST_DEVICE BFloat16 operator+(BFloat16 a, int64_t b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator-(BFloat16 a, int64_t b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator*(BFloat16 a, int64_t b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE BFloat16 operator/(BFloat16 a, int64_t b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE BFloat16 operator+(int64_t a, BFloat16 b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE BFloat16 operator-(int64_t a, BFloat16 b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE BFloat16 operator*(int64_t a, BFloat16 b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE BFloat16 operator/(int64_t a, BFloat16 b) { + return static_cast(a) / b; +} + +// Overloading < and > operators, because std::max and std::min use them. + +inline C10_HOST_DEVICE bool operator>(BFloat16 &lhs, BFloat16 &rhs) { + return float(lhs) > float(rhs); +} + +inline C10_HOST_DEVICE bool operator<(BFloat16 &lhs, BFloat16 &rhs) { + return float(lhs) < float(rhs); +} + +} // namespace c10 + +namespace std { + +template <> class numeric_limits { +public: + static constexpr bool is_signed = true; + static constexpr bool is_specialized = true; + static constexpr bool is_integer = false; + static constexpr bool is_exact = false; + static constexpr bool has_infinity = true; + static constexpr bool has_quiet_NaN = true; + static constexpr bool has_signaling_NaN = true; + static constexpr auto has_denorm = numeric_limits::has_denorm; + static constexpr auto has_denorm_loss = + numeric_limits::has_denorm_loss; + static constexpr auto round_style = numeric_limits::round_style; + static constexpr bool is_iec559 = false; + static constexpr bool is_bounded = true; + static constexpr bool is_modulo = false; + static constexpr int digits = 8; + static constexpr int digits10 = 2; + static constexpr int max_digits10 = 4; + static constexpr int radix = 2; + static constexpr int min_exponent = -125; + static constexpr int min_exponent10 = -37; + static constexpr int max_exponent = 128; + static constexpr int max_exponent10 = 38; + static constexpr auto traps = numeric_limits::traps; + static constexpr auto tinyness_before = + numeric_limits::tinyness_before; + + static constexpr c10::BFloat16 min() { + return c10::BFloat16(0x0080, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 lowest() { + return c10::BFloat16(0xFF7F, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 max() { + return c10::BFloat16(0x7F7F, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 epsilon() { + return c10::BFloat16(0x3C00, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 round_error() { + return c10::BFloat16(0x3F00, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 infinity() { + return c10::BFloat16(0x7F80, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 quiet_NaN() { + return c10::BFloat16(0x7FC0, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 signaling_NaN() { + return c10::BFloat16(0x7F80, c10::BFloat16::from_bits()); + } + static constexpr c10::BFloat16 denorm_min() { + return c10::BFloat16(0x0001, c10::BFloat16::from_bits()); + } +}; + +} // namespace std + +C10_CLANG_DIAGNOSTIC_POP() diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/BFloat16-math.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/BFloat16-math.h new file mode 100644 index 000000000..e5c741926 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/BFloat16-math.h @@ -0,0 +1,266 @@ +#pragma once + +#include +#include + +C10_CLANG_DIAGNOSTIC_PUSH() +#if C10_CLANG_HAS_WARNING("-Wimplicit-float-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wimplicit-float-conversion") +#endif + +namespace c10 { +template +struct is_reduced_floating_point + : std::integral_constant || + std::is_same_v> {}; + +template +constexpr bool is_reduced_floating_point_v = + is_reduced_floating_point::value; +} // namespace c10 + +namespace std { + +#if !defined(FBCODE_CAFFE2) && !defined(C10_NODEPRECATED) +using c10::is_reduced_floating_point; +using c10::is_reduced_floating_point_v; +#endif // !defined(FBCODE_CAFFE2) && !defined(C10_NODEPRECATED) + +template , int> = 0> +inline T acos(T a) { + return std::acos(float(a)); +} +template , int> = 0> +inline T asin(T a) { + return std::asin(float(a)); +} +template , int> = 0> +inline T atan(T a) { + return std::atan(float(a)); +} +template , int> = 0> +inline T atanh(T a) { + return std::atanh(float(a)); +} +template , int> = 0> +inline T erf(T a) { + return std::erf(float(a)); +} +template , int> = 0> +inline T erfc(T a) { + return std::erfc(float(a)); +} +template , int> = 0> +inline T exp(T a) { + return std::exp(float(a)); +} +template , int> = 0> +inline T expm1(T a) { + return std::expm1(float(a)); +} +template , int> = 0> +inline bool isfinite(T a) { + return std::isfinite(float(a)); +} +template , int> = 0> +inline T log(T a) { + return std::log(float(a)); +} +template , int> = 0> +inline T log10(T a) { + return std::log10(float(a)); +} +template , int> = 0> +inline T log1p(T a) { + return std::log1p(float(a)); +} +template , int> = 0> +inline T log2(T a) { + return std::log2(float(a)); +} +template , int> = 0> +inline T ceil(T a) { + return std::ceil(float(a)); +} +template , int> = 0> +inline T cos(T a) { + return std::cos(float(a)); +} +template , int> = 0> +inline T floor(T a) { + return std::floor(float(a)); +} +template , int> = 0> +inline T nearbyint(T a) { + return std::nearbyint(float(a)); +} +template , int> = 0> +inline T sin(T a) { + return std::sin(float(a)); +} +template , int> = 0> +inline T tan(T a) { + return std::tan(float(a)); +} +template , int> = 0> +inline T sinh(T a) { + return std::sinh(float(a)); +} +template , int> = 0> +inline T cosh(T a) { + return std::cosh(float(a)); +} +template , int> = 0> +inline T tanh(T a) { + return std::tanh(float(a)); +} +template , int> = 0> +inline T trunc(T a) { + return std::trunc(float(a)); +} +template , int> = 0> +inline T lgamma(T a) { + return std::lgamma(float(a)); +} +template , int> = 0> +inline T sqrt(T a) { + return std::sqrt(float(a)); +} +template , int> = 0> +inline T rsqrt(T a) { + return 1.0 / std::sqrt(float(a)); +} +template , int> = 0> +inline T abs(T a) { + return std::abs(float(a)); +} +#if defined(_MSC_VER) && defined(__CUDACC__) +template , int> = 0> +inline T pow(T a, double b) { + return std::pow(float(a), float(b)); +} +#else +template , int> = 0> +inline T pow(T a, double b) { + return std::pow(float(a), b); +} +#endif +template , int> = 0> +inline T pow(T a, T b) { + return std::pow(float(a), float(b)); +} +template , int> = 0> +inline T fmod(T a, T b) { + return std::fmod(float(a), float(b)); +} + +/* + The following function is inspired from the implementation in `musl` + Link to License: https://git.musl-libc.org/cgit/musl/tree/COPYRIGHT + ---------------------------------------------------------------------- + Copyright © 2005-2020 Rich Felker, et al. + + Permission is hereby granted, free of charge, to any person obtaining + a copy of this software and associated documentation files (the + "Software"), to deal in the Software without restriction, including + without limitation the rights to use, copy, modify, merge, publish, + distribute, sublicense, and/or sell copies of the Software, and to + permit persons to whom the Software is furnished to do so, subject to + the following conditions: + + The above copyright notice and this permission notice shall be + included in all copies or substantial portions of the Software. + + THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, + EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF + MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. + IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY + CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, + TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE + SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + ---------------------------------------------------------------------- + */ +template , int> = 0> +C10_HOST_DEVICE inline T nextafter(T from, T to) { + // Reference: + // https://git.musl-libc.org/cgit/musl/tree/src/math/nextafter.c + using int_repr_t = uint16_t; + constexpr uint8_t bits = 16; + union { + T f; + int_repr_t i; + } ufrom = {from}, uto = {to}; + + // get a mask to get the sign bit i.e. MSB + int_repr_t sign_mask = int_repr_t{1} << (bits - 1); + + // short-circuit: if either is NaN, return NaN + if (from != from || to != to) { + return from + to; + } + + // short-circuit: if they are exactly the same. + if (ufrom.i == uto.i) { + return from; + } + + // mask the sign-bit to zero i.e. positive + // equivalent to abs(x) + int_repr_t abs_from = ufrom.i & ~sign_mask; + int_repr_t abs_to = uto.i & ~sign_mask; + if (abs_from == 0) { + // if both are zero but with different sign, + // preserve the sign of `to`. + if (abs_to == 0) { + return to; + } + // smallest subnormal with sign of `to`. + ufrom.i = (uto.i & sign_mask) | int_repr_t{1}; + return ufrom.f; + } + + // if abs(from) > abs(to) or sign(from) != sign(to) + if (abs_from > abs_to || ((ufrom.i ^ uto.i) & sign_mask)) { + ufrom.i--; + } else { + ufrom.i++; + } + + return ufrom.f; +} + +} // namespace std + +C10_CLANG_DIAGNOSTIC_POP() diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/BFloat16.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/BFloat16.h new file mode 100644 index 000000000..e457e6dcc --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/BFloat16.h @@ -0,0 +1,125 @@ +#pragma once + +// Defines the bloat16 type (brain floating-point). This representation uses +// 1 bit for the sign, 8 bits for the exponent and 7 bits for the mantissa. + +#include +#include +#include +#include +#include +#include + +#if defined(__CUDACC__) && !defined(USE_ROCM) +#include +#endif + +#if defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) +#if defined(CL_SYCL_LANGUAGE_VERSION) +#include // for SYCL 1.2.1 +#else +#include // for SYCL 2020 +#endif +#include +#endif + +namespace c10 { + +namespace detail { +inline C10_HOST_DEVICE float f32_from_bits(uint16_t src) { + float res = 0; + uint32_t tmp = src; + tmp <<= 16; + +#if defined(USE_ROCM) + float *tempRes; + + // We should be using memcpy in order to respect the strict aliasing rule + // but it fails in the HIP environment. + tempRes = reinterpret_cast(&tmp); + res = *tempRes; +#else + std::memcpy(&res, &tmp, sizeof(tmp)); +#endif + + return res; +} + +inline C10_HOST_DEVICE uint16_t bits_from_f32(float src) { + uint32_t res = 0; + +#if defined(USE_ROCM) + // We should be using memcpy in order to respect the strict aliasing rule + // but it fails in the HIP environment. + uint32_t *tempRes = reinterpret_cast(&src); + res = *tempRes; +#else + std::memcpy(&res, &src, sizeof(res)); +#endif + + return res >> 16; +} + +inline C10_HOST_DEVICE uint16_t round_to_nearest_even(float src) { +#if defined(USE_ROCM) + if (src != src) { +#elif defined(_MSC_VER) + if (isnan(src)) { +#else + if (std::isnan(src)) { +#endif + return UINT16_C(0x7FC0); + } else { + // NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init) + union { + uint32_t U32; // NOLINT(facebook-hte-BadMemberName) + float F32; // NOLINT(facebook-hte-BadMemberName) + }; + + F32 = src; + uint32_t rounding_bias = ((U32 >> 16) & 1) + UINT32_C(0x7FFF); + return static_cast((U32 + rounding_bias) >> 16); + } +} +} // namespace detail + +struct alignas(2) BFloat16 { + uint16_t x; + + // HIP wants __host__ __device__ tag, CUDA does not +#if defined(USE_ROCM) + C10_HOST_DEVICE BFloat16() = default; +#else + BFloat16() = default; +#endif + + struct from_bits_t {}; + static constexpr C10_HOST_DEVICE from_bits_t from_bits() { + return from_bits_t(); + } + + constexpr C10_HOST_DEVICE BFloat16(unsigned short bits, from_bits_t) + : x(bits) {} + /* implicit */ inline C10_HOST_DEVICE BFloat16(float value); + inline C10_HOST_DEVICE operator float() const; + +#if defined(__CUDACC__) && !defined(USE_ROCM) + inline C10_HOST_DEVICE BFloat16(const __nv_bfloat16 &value); + explicit inline C10_HOST_DEVICE operator __nv_bfloat16() const; +#endif + +#if defined(SYCL_EXT_ONEAPI_BFLOAT16_MATH_FUNCTIONS) + inline C10_HOST_DEVICE BFloat16(const sycl::ext::oneapi::bfloat16 &value); + explicit inline C10_HOST_DEVICE operator sycl::ext::oneapi::bfloat16() const; +#endif +}; + +C10_API inline std::ostream &operator<<(std::ostream &out, + const BFloat16 &value) { + out << (float)value; + return out; +} + +} // namespace c10 + +#include // IWYU pragma: keep diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/Half-inl.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/Half-inl.h new file mode 100644 index 000000000..df2824bb6 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/Half-inl.h @@ -0,0 +1,347 @@ +#pragma once + +#include +#include + +#include +#include + +#ifdef __CUDACC__ +#include +#endif + +#ifdef __HIPCC__ +#include +#endif + +#if defined(CL_SYCL_LANGUAGE_VERSION) +#include // for SYCL 1.2.1 +#elif defined(SYCL_LANGUAGE_VERSION) +#include // for SYCL 2020 +#endif + +#if (defined(CPU_CAPABILITY_AVX2) || defined(CPU_CAPABILITY_AVX512)) && \ + !defined(__APPLE__) +#include +#endif + +C10_CLANG_DIAGNOSTIC_PUSH() +#if C10_CLANG_HAS_WARNING("-Wimplicit-int-float-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wimplicit-int-float-conversion") +#endif + +namespace c10 { + +#if defined(__aarch64__) && !defined(__CUDACC__) +/// Constructors +inline Half::Half(float16_t value) : x(detail::fp16_to_bits(value)) {} +inline Half::operator float16_t() const { return detail::fp16_from_bits(x); } +#else + +inline C10_HOST_DEVICE Half::Half(float value) + : +#if defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__) + x(__half_as_short(__float2half(value))) +#elif defined(__SYCL_DEVICE_ONLY__) + x(c10::bit_cast(sycl::half(value))) +#elif (defined(CPU_CAPABILITY_AVX2) || defined(CPU_CAPABILITY_AVX512)) && \ + !defined(__APPLE__) + x(at::vec::float2half_scalar(value)) +#else + x(detail::fp16_ieee_from_fp32_value(value)) +#endif +{ +} + +/// Implicit conversions + +inline C10_HOST_DEVICE Half::operator float() const { +#if defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__) + return __half2float(*reinterpret_cast(&x)); +#elif defined(__SYCL_DEVICE_ONLY__) + return float(c10::bit_cast(x)); +#elif (defined(CPU_CAPABILITY_AVX2) || defined(CPU_CAPABILITY_AVX512)) && \ + !defined(__APPLE__) + return at::vec::half2float_scalar(x); +#elif defined(__aarch64__) && !defined(__CUDACC__) + return detail::native_fp16_to_fp32_value(x); +#else + return detail::fp16_ieee_to_fp32_value(x); +#endif +} + +#endif /* !defined(__aarch64__) || defined(__CUDACC__) \ + */ + +#if defined(__CUDACC__) || defined(__HIPCC__) +inline C10_HOST_DEVICE Half::Half(const __half &value) { + x = *reinterpret_cast(&value); +} +inline C10_HOST_DEVICE Half::operator __half() const { + return *reinterpret_cast(&x); +} +#endif + +#ifdef SYCL_LANGUAGE_VERSION +inline C10_HOST_DEVICE Half::Half(const sycl::half &value) { + x = *reinterpret_cast(&value); +} +inline C10_HOST_DEVICE Half::operator sycl::half() const { + return *reinterpret_cast(&x); +} +#endif + +// CUDA intrinsics + +#if (defined(__CUDA_ARCH__) && (__CUDA_ARCH__ >= 350)) || \ + (defined(__clang__) && defined(__CUDA__)) +inline __device__ Half __ldg(const Half *ptr) { + return __ldg(reinterpret_cast(ptr)); +} +#endif + +/// Arithmetic + +inline C10_HOST_DEVICE Half operator+(const Half &a, const Half &b) { + return static_cast(a) + static_cast(b); +} + +inline C10_HOST_DEVICE Half operator-(const Half &a, const Half &b) { + return static_cast(a) - static_cast(b); +} + +inline C10_HOST_DEVICE Half operator*(const Half &a, const Half &b) { + return static_cast(a) * static_cast(b); +} + +inline C10_HOST_DEVICE Half operator/(const Half &a, const Half &b) + __ubsan_ignore_float_divide_by_zero__ { + return static_cast(a) / static_cast(b); +} + +inline C10_HOST_DEVICE Half operator-(const Half &a) { +#if (defined(__CUDA_ARCH__) && __CUDA_ARCH__ >= 530) || \ + defined(__HIP_DEVICE_COMPILE__) + return __hneg(a); +#elif defined(__SYCL_DEVICE_ONLY__) + return -c10::bit_cast(a); +#else + return -static_cast(a); +#endif +} + +inline C10_HOST_DEVICE Half &operator+=(Half &a, const Half &b) { + a = a + b; + return a; +} + +inline C10_HOST_DEVICE Half &operator-=(Half &a, const Half &b) { + a = a - b; + return a; +} + +inline C10_HOST_DEVICE Half &operator*=(Half &a, const Half &b) { + a = a * b; + return a; +} + +inline C10_HOST_DEVICE Half &operator/=(Half &a, const Half &b) { + a = a / b; + return a; +} + +/// Arithmetic with floats + +inline C10_HOST_DEVICE float operator+(Half a, float b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE float operator-(Half a, float b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE float operator*(Half a, float b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE float +operator/(Half a, float b) __ubsan_ignore_float_divide_by_zero__ { + return static_cast(a) / b; +} + +inline C10_HOST_DEVICE float operator+(float a, Half b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE float operator-(float a, Half b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE float operator*(float a, Half b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE float +operator/(float a, Half b) __ubsan_ignore_float_divide_by_zero__ { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE float &operator+=(float &a, const Half &b) { + return a += static_cast(b); +} +inline C10_HOST_DEVICE float &operator-=(float &a, const Half &b) { + return a -= static_cast(b); +} +inline C10_HOST_DEVICE float &operator*=(float &a, const Half &b) { + return a *= static_cast(b); +} +inline C10_HOST_DEVICE float &operator/=(float &a, const Half &b) { + return a /= static_cast(b); +} + +/// Arithmetic with doubles + +inline C10_HOST_DEVICE double operator+(Half a, double b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE double operator-(Half a, double b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE double operator*(Half a, double b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE double +operator/(Half a, double b) __ubsan_ignore_float_divide_by_zero__ { + return static_cast(a) / b; +} + +inline C10_HOST_DEVICE double operator+(double a, Half b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE double operator-(double a, Half b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE double operator*(double a, Half b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE double +operator/(double a, Half b) __ubsan_ignore_float_divide_by_zero__ { + return a / static_cast(b); +} + +/// Arithmetic with ints + +inline C10_HOST_DEVICE Half operator+(Half a, int b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE Half operator-(Half a, int b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE Half operator*(Half a, int b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE Half operator/(Half a, int b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE Half operator+(int a, Half b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE Half operator-(int a, Half b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE Half operator*(int a, Half b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE Half operator/(int a, Half b) { + return static_cast(a) / b; +} + +//// Arithmetic with int64_t + +inline C10_HOST_DEVICE Half operator+(Half a, int64_t b) { + return a + static_cast(b); +} +inline C10_HOST_DEVICE Half operator-(Half a, int64_t b) { + return a - static_cast(b); +} +inline C10_HOST_DEVICE Half operator*(Half a, int64_t b) { + return a * static_cast(b); +} +inline C10_HOST_DEVICE Half operator/(Half a, int64_t b) { + return a / static_cast(b); +} + +inline C10_HOST_DEVICE Half operator+(int64_t a, Half b) { + return static_cast(a) + b; +} +inline C10_HOST_DEVICE Half operator-(int64_t a, Half b) { + return static_cast(a) - b; +} +inline C10_HOST_DEVICE Half operator*(int64_t a, Half b) { + return static_cast(a) * b; +} +inline C10_HOST_DEVICE Half operator/(int64_t a, Half b) { + return static_cast(a) / b; +} + +/// NOTE: we do not define comparisons directly and instead rely on the implicit +/// conversion from c10::Half to float. + +} // namespace c10 + +namespace std { + +template <> class numeric_limits { +public: + static constexpr bool is_specialized = true; + static constexpr bool is_signed = true; + static constexpr bool is_integer = false; + static constexpr bool is_exact = false; + static constexpr bool has_infinity = true; + static constexpr bool has_quiet_NaN = true; + static constexpr bool has_signaling_NaN = true; + static constexpr auto has_denorm = numeric_limits::has_denorm; + static constexpr auto has_denorm_loss = + numeric_limits::has_denorm_loss; + static constexpr auto round_style = numeric_limits::round_style; + static constexpr bool is_iec559 = true; + static constexpr bool is_bounded = true; + static constexpr bool is_modulo = false; + static constexpr int digits = 11; + static constexpr int digits10 = 3; + static constexpr int max_digits10 = 5; + static constexpr int radix = 2; + static constexpr int min_exponent = -13; + static constexpr int min_exponent10 = -4; + static constexpr int max_exponent = 16; + static constexpr int max_exponent10 = 4; + static constexpr auto traps = numeric_limits::traps; + static constexpr auto tinyness_before = + numeric_limits::tinyness_before; + static constexpr c10::Half min() { + return c10::Half(0x0400, c10::Half::from_bits()); + } + static constexpr c10::Half lowest() { + return c10::Half(0xFBFF, c10::Half::from_bits()); + } + static constexpr c10::Half max() { + return c10::Half(0x7BFF, c10::Half::from_bits()); + } + static constexpr c10::Half epsilon() { + return c10::Half(0x1400, c10::Half::from_bits()); + } + static constexpr c10::Half round_error() { + return c10::Half(0x3800, c10::Half::from_bits()); + } + static constexpr c10::Half infinity() { + return c10::Half(0x7C00, c10::Half::from_bits()); + } + static constexpr c10::Half quiet_NaN() { + return c10::Half(0x7E00, c10::Half::from_bits()); + } + static constexpr c10::Half signaling_NaN() { + return c10::Half(0x7D00, c10::Half::from_bits()); + } + static constexpr c10::Half denorm_min() { + return c10::Half(0x0001, c10::Half::from_bits()); + } +}; + +} // namespace std + +C10_CLANG_DIAGNOSTIC_POP() diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/Half.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/Half.h new file mode 100644 index 000000000..8c32762c1 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/Half.h @@ -0,0 +1,416 @@ +#pragma once + +/// Defines the Half type (half-precision floating-point) including conversions +/// to standard C types and basic arithmetic operations. Note that arithmetic +/// operations are implemented by converting to floating point and +/// performing the operation in float32, instead of using CUDA half intrinsics. +/// Most uses of this type within ATen are memory bound, including the +/// element-wise kernels, and the half intrinsics aren't efficient on all GPUs. +/// If you are writing a compute bound kernel, you can use the CUDA half +/// intrinsics directly on the Half type from device code. + +#include +#include +#include +#include +#include + +#if defined(__cplusplus) +#include +#elif !defined(__OPENCL_VERSION__) +#include +#endif + +#ifdef _MSC_VER +#include +#endif + +#include +#include +#include +#include +#include + +#ifdef __CUDACC__ +#include +#endif + +#ifdef __HIPCC__ +#include +#endif + +#if defined(CL_SYCL_LANGUAGE_VERSION) +#include // for SYCL 1.2.1 +#elif defined(SYCL_LANGUAGE_VERSION) +#include // for SYCL 2020 +#endif + +#if defined(__aarch64__) && !defined(__CUDACC__) +#include +#endif + +#if defined(__GNUC__) || defined(__clang__) +#if defined(__x86_64__) || defined(_M_X64) || defined(__i386) || \ + defined(_M_IX86) +#if defined(__F16C__) && !(defined(__CUDA_ARCH__) || defined(__CUDACC__) || \ + defined(__HIP_DEVICE_COMPILE__)) +#define C10_X86_F16 1 +#include // import conversion ops from f16cintrin.h +#endif // defined(__F16C__) && !(defined(__CUDA_ARCH__) || defined(__CUDACC__) + // || defined(__HIP_DEVICE_COMPILE__)) +#endif // __x86_64__ || _M_X64 || __i386 || _M_IX86 +#endif // __GNUC__ || __clang__ + +namespace c10 { + +namespace detail { + +/* + * Convert a 16-bit floating-point number in IEEE half-precision format, in bit + * representation, to a 32-bit floating-point number in IEEE single-precision + * format, in bit representation. + * + * @note The implementation doesn't use any floating-point operations. + */ +inline uint32_t fp16_ieee_to_fp32_bits(uint16_t h) { + /* + * Extend the half-precision floating-point number to 32 bits and shift to the + * upper part of the 32-bit word: + * +---+-----+------------+-------------------+ + * | S |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| + * +---+-----+------------+-------------------+ + * Bits 31 26-30 16-25 0-15 + * + * S - sign bit, E - bits of the biased exponent, M - bits of the mantissa, 0 + * - zero bits. + */ + const uint32_t w = (uint32_t)h << 16; + /* + * Extract the sign of the input number into the high bit of the 32-bit word: + * + * +---+----------------------------------+ + * | S |0000000 00000000 00000000 00000000| + * +---+----------------------------------+ + * Bits 31 0-31 + */ + const uint32_t sign = w & UINT32_C(0x80000000); + /* + * Extract mantissa and biased exponent of the input number into the bits 0-30 + * of the 32-bit word: + * + * +---+-----+------------+-------------------+ + * | 0 |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| + * +---+-----+------------+-------------------+ + * Bits 30 27-31 17-26 0-16 + */ + const uint32_t nonsign = w & UINT32_C(0x7FFFFFFF); + /* + * Renorm shift is the number of bits to shift mantissa left to make the + * half-precision number normalized. If the initial number is normalized, some + * of its high 6 bits (sign == 0 and 5-bit exponent) equals one. In this case + * renorm_shift == 0. If the number is denormalize, renorm_shift > 0. Note + * that if we shift denormalized nonsign by renorm_shift, the unit bit of + * mantissa will shift into exponent, turning the biased exponent into 1, and + * making mantissa normalized (i.e. without leading 1). + */ +#ifdef _MSC_VER + unsigned long nonsign_bsr; + _BitScanReverse(&nonsign_bsr, (unsigned long)nonsign); + uint32_t renorm_shift = (uint32_t)nonsign_bsr ^ 31; +#else + uint32_t renorm_shift = __builtin_clz(nonsign); +#endif + renorm_shift = renorm_shift > 5 ? renorm_shift - 5 : 0; + /* + * Iff half-precision number has exponent of 15, the addition overflows + * it into bit 31, and the subsequent shift turns the high 9 bits + * into 1. Thus inf_nan_mask == 0x7F800000 if the half-precision number + * had exponent of 15 (i.e. was NaN or infinity) 0x00000000 otherwise + */ + const int32_t inf_nan_mask = + ((int32_t)(nonsign + 0x04000000) >> 8) & INT32_C(0x7F800000); + /* + * Iff nonsign is 0, it overflows into 0xFFFFFFFF, turning bit 31 + * into 1. Otherwise, bit 31 remains 0. The signed shift right by 31 + * broadcasts bit 31 into all bits of the zero_mask. Thus zero_mask == + * 0xFFFFFFFF if the half-precision number was zero (+0.0h or -0.0h) + * 0x00000000 otherwise + */ + const int32_t zero_mask = (int32_t)(nonsign - 1) >> 31; + /* + * 1. Shift nonsign left by renorm_shift to normalize it (if the input + * was denormal) + * 2. Shift nonsign right by 3 so the exponent (5 bits originally) + * becomes an 8-bit field and 10-bit mantissa shifts into the 10 high + * bits of the 23-bit mantissa of IEEE single-precision number. + * 3. Add 0x70 to the exponent (starting at bit 23) to compensate the + * different in exponent bias (0x7F for single-precision number less 0xF + * for half-precision number). + * 4. Subtract renorm_shift from the exponent (starting at bit 23) to + * account for renormalization. As renorm_shift is less than 0x70, this + * can be combined with step 3. + * 5. Binary OR with inf_nan_mask to turn the exponent into 0xFF if the + * input was NaN or infinity. + * 6. Binary ANDNOT with zero_mask to turn the mantissa and exponent + * into zero if the input was zero. + * 7. Combine with the sign of the input number. + */ + return sign | + ((((nonsign << renorm_shift >> 3) + ((0x70 - renorm_shift) << 23)) | + inf_nan_mask) & + ~zero_mask); +} + +/* + * Convert a 16-bit floating-point number in IEEE half-precision format, in bit + * representation, to a 32-bit floating-point number in IEEE single-precision + * format. + * + * @note The implementation relies on IEEE-like (no assumption about rounding + * mode and no operations on denormals) floating-point operations and bitcasts + * between integer and floating-point variables. + */ +C10_HOST_DEVICE inline float fp16_ieee_to_fp32_value(uint16_t h) { +#ifdef C10_X86_F16 + return _cvtsh_ss(h); +#else + /* + * Extend the half-precision floating-point number to 32 bits and shift to the + * upper part of the 32-bit word: + * +---+-----+------------+-------------------+ + * | S |EEEEE|MM MMMM MMMM|0000 0000 0000 0000| + * +---+-----+------------+-------------------+ + * Bits 31 26-30 16-25 0-15 + * + * S - sign bit, E - bits of the biased exponent, M - bits of the mantissa, 0 + * - zero bits. + */ + const uint32_t w = (uint32_t)h << 16; + /* + * Extract the sign of the input number into the high bit of the 32-bit word: + * + * +---+----------------------------------+ + * | S |0000000 00000000 00000000 00000000| + * +---+----------------------------------+ + * Bits 31 0-31 + */ + const uint32_t sign = w & UINT32_C(0x80000000); + /* + * Extract mantissa and biased exponent of the input number into the high bits + * of the 32-bit word: + * + * +-----+------------+---------------------+ + * |EEEEE|MM MMMM MMMM|0 0000 0000 0000 0000| + * +-----+------------+---------------------+ + * Bits 27-31 17-26 0-16 + */ + const uint32_t two_w = w + w; + + /* + * Shift mantissa and exponent into bits 23-28 and bits 13-22 so they become + * mantissa and exponent of a single-precision floating-point number: + * + * S|Exponent | Mantissa + * +-+---+-----+------------+----------------+ + * |0|000|EEEEE|MM MMMM MMMM|0 0000 0000 0000| + * +-+---+-----+------------+----------------+ + * Bits | 23-31 | 0-22 + * + * Next, there are some adjustments to the exponent: + * - The exponent needs to be corrected by the difference in exponent bias + * between single-precision and half-precision formats (0x7F - 0xF = 0x70) + * - Inf and NaN values in the inputs should become Inf and NaN values after + * conversion to the single-precision number. Therefore, if the biased + * exponent of the half-precision input was 0x1F (max possible value), the + * biased exponent of the single-precision output must be 0xFF (max possible + * value). We do this correction in two steps: + * - First, we adjust the exponent by (0xFF - 0x1F) = 0xE0 (see exp_offset + * below) rather than by 0x70 suggested by the difference in the exponent bias + * (see above). + * - Then we multiply the single-precision result of exponent adjustment by + * 2**(-112) to reverse the effect of exponent adjustment by 0xE0 less the + * necessary exponent adjustment by 0x70 due to difference in exponent bias. + * The floating-point multiplication hardware would ensure than Inf and + * NaN would retain their value on at least partially IEEE754-compliant + * implementations. + * + * Note that the above operations do not handle denormal inputs (where biased + * exponent == 0). However, they also do not operate on denormal inputs, and + * do not produce denormal results. + */ + constexpr uint32_t exp_offset = UINT32_C(0xE0) << 23; + // const float exp_scale = 0x1.0p-112f; + constexpr uint32_t scale_bits = (uint32_t)15 << 23; + float exp_scale_val = 0; + std::memcpy(&exp_scale_val, &scale_bits, sizeof(exp_scale_val)); + const float exp_scale = exp_scale_val; + const float normalized_value = + fp32_from_bits((two_w >> 4) + exp_offset) * exp_scale; + + /* + * Convert denormalized half-precision inputs into single-precision results + * (always normalized). Zero inputs are also handled here. + * + * In a denormalized number the biased exponent is zero, and mantissa has + * on-zero bits. First, we shift mantissa into bits 0-9 of the 32-bit word. + * + * zeros | mantissa + * +---------------------------+------------+ + * |0000 0000 0000 0000 0000 00|MM MMMM MMMM| + * +---------------------------+------------+ + * Bits 10-31 0-9 + * + * Now, remember that denormalized half-precision numbers are represented as: + * FP16 = mantissa * 2**(-24). + * The trick is to construct a normalized single-precision number with the + * same mantissa and thehalf-precision input and with an exponent which would + * scale the corresponding mantissa bits to 2**(-24). A normalized + * single-precision floating-point number is represented as: FP32 = (1 + + * mantissa * 2**(-23)) * 2**(exponent - 127) Therefore, when the biased + * exponent is 126, a unit change in the mantissa of the input denormalized + * half-precision number causes a change of the constructed single-precision + * number by 2**(-24), i.e. the same amount. + * + * The last step is to adjust the bias of the constructed single-precision + * number. When the input half-precision number is zero, the constructed + * single-precision number has the value of FP32 = 1 * 2**(126 - 127) = + * 2**(-1) = 0.5 Therefore, we need to subtract 0.5 from the constructed + * single-precision number to get the numerical equivalent of the input + * half-precision number. + */ + constexpr uint32_t magic_mask = UINT32_C(126) << 23; + constexpr float magic_bias = 0.5f; + const float denormalized_value = + fp32_from_bits((two_w >> 17) | magic_mask) - magic_bias; + + /* + * - Choose either results of conversion of input as a normalized number, or + * as a denormalized number, depending on the input exponent. The variable + * two_w contains input exponent in bits 27-31, therefore if its smaller than + * 2**27, the input is either a denormal number, or zero. + * - Combine the result of conversion of exponent and mantissa with the sign + * of the input number. + */ + constexpr uint32_t denormalized_cutoff = UINT32_C(1) << 27; + const uint32_t result = + sign | (two_w < denormalized_cutoff ? fp32_to_bits(denormalized_value) + : fp32_to_bits(normalized_value)); + return fp32_from_bits(result); +#endif // C10_X86_F16 +} + +/* + * Convert a 32-bit floating-point number in IEEE single-precision format to a + * 16-bit floating-point number in IEEE half-precision format, in bit + * representation. + * + * @note The implementation relies on IEEE-like (no assumption about rounding + * mode and no operations on denormals) floating-point operations and bitcasts + * between integer and floating-point variables. + */ +inline uint16_t fp16_ieee_from_fp32_value(float f) { +#ifdef C10_X86_F16 + return _cvtss_sh(f, _MM_FROUND_TO_NEAREST_INT); +#else + // const float scale_to_inf = 0x1.0p+112f; + // const float scale_to_zero = 0x1.0p-110f; + constexpr uint32_t scale_to_inf_bits = (uint32_t)239 << 23; + constexpr uint32_t scale_to_zero_bits = (uint32_t)17 << 23; + float scale_to_inf_val = 0, scale_to_zero_val = 0; + std::memcpy(&scale_to_inf_val, &scale_to_inf_bits, sizeof(scale_to_inf_val)); + std::memcpy(&scale_to_zero_val, &scale_to_zero_bits, + sizeof(scale_to_zero_val)); + const float scale_to_inf = scale_to_inf_val; + const float scale_to_zero = scale_to_zero_val; + +#if defined(_MSC_VER) && _MSC_VER == 1916 + float base = ((signbit(f) != 0 ? -f : f) * scale_to_inf) * scale_to_zero; +#else + float base = (fabsf(f) * scale_to_inf) * scale_to_zero; +#endif + + const uint32_t w = fp32_to_bits(f); + const uint32_t shl1_w = w + w; + const uint32_t sign = w & UINT32_C(0x80000000); + uint32_t bias = shl1_w & UINT32_C(0xFF000000); + if (bias < UINT32_C(0x71000000)) { + bias = UINT32_C(0x71000000); + } + + base = fp32_from_bits((bias >> 1) + UINT32_C(0x07800000)) + base; + const uint32_t bits = fp32_to_bits(base); + const uint32_t exp_bits = (bits >> 13) & UINT32_C(0x00007C00); + const uint32_t mantissa_bits = bits & UINT32_C(0x00000FFF); + const uint32_t nonsign = exp_bits + mantissa_bits; + return static_cast( + (sign >> 16) | + (shl1_w > UINT32_C(0xFF000000) ? UINT16_C(0x7E00) : nonsign)); +#endif // C10_X86_F16 +} + +#ifdef C10_X86_F16 +#undef C10_X86_F16 +#endif // C10_X86_F16 + +#if defined(__aarch64__) && !defined(__CUDACC__) +inline float16_t fp16_from_bits(uint16_t h) { + return c10::bit_cast(h); +} + +inline uint16_t fp16_to_bits(float16_t f) { return c10::bit_cast(f); } + +// According to https://godbolt.org/z/frExdbsWG it would translate to single +// fcvt s0, h0 +inline float native_fp16_to_fp32_value(uint16_t h) { + return static_cast(fp16_from_bits(h)); +} + +inline uint16_t native_fp16_from_fp32_value(float f) { + return fp16_to_bits(static_cast(f)); +} +#endif + +} // namespace detail + +struct alignas(2) Half { + unsigned short x; + + struct from_bits_t {}; + C10_HOST_DEVICE static constexpr from_bits_t from_bits() { + return from_bits_t(); + } + + // HIP wants __host__ __device__ tag, CUDA does not +#if defined(USE_ROCM) + C10_HOST_DEVICE Half() = default; +#else + Half() = default; +#endif + + constexpr C10_HOST_DEVICE Half(unsigned short bits, from_bits_t) : x(bits) {} +#if defined(__aarch64__) && !defined(__CUDACC__) + inline Half(float16_t value); + inline operator float16_t() const; +#else + inline C10_HOST_DEVICE Half(float value); + inline C10_HOST_DEVICE operator float() const; +#endif + +#if defined(__CUDACC__) || defined(__HIPCC__) + inline C10_HOST_DEVICE Half(const __half &value); + inline C10_HOST_DEVICE operator __half() const; +#endif +#ifdef SYCL_LANGUAGE_VERSION + inline C10_HOST_DEVICE Half(const sycl::half &value); + inline C10_HOST_DEVICE operator sycl::half() const; +#endif +}; + +C10_API inline std::ostream &operator<<(std::ostream &out, const Half &value) { + out << (float)value; + return out; +} + +} // namespace c10 + +#include // IWYU pragma: keep diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/TypeSafeSignMath.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/TypeSafeSignMath.h new file mode 100644 index 000000000..3ec70e6b6 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/TypeSafeSignMath.h @@ -0,0 +1,133 @@ +#pragma once + +#include +#include +#include + +C10_CLANG_DIAGNOSTIC_PUSH() +#if C10_CLANG_HAS_WARNING("-Wstring-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wstring-conversion") +#endif +#if C10_CLANG_HAS_WARNING("-Wimplicit-int-float-conversion") +C10_CLANG_DIAGNOSTIC_IGNORE("-Wimplicit-int-float-conversion") +#endif + +namespace c10 { + +/// Returns false since we cannot have x < 0 if x is unsigned. +template +inline constexpr bool is_negative(const T & /*x*/, + std::true_type /*is_unsigned*/) { + return false; +} + +/// Returns true if a signed variable x < 0 +template +inline constexpr bool is_negative(const T &x, std::false_type /*is_unsigned*/) { + return x < T(0); +} + +/// Returns true if x < 0 +/// NOTE: Will fail on an unsigned custom type +/// For the most part it's possible to fix this if +/// the custom type has a constexpr constructor. +/// However, notably, c10::Half does not :-( +template inline constexpr bool is_negative(const T &x) { + return is_negative(x, std::is_unsigned()); +} + +/// Returns the sign of an unsigned variable x as 0, 1 +template +inline constexpr int signum(const T &x, std::true_type /*is_unsigned*/) { + return T(0) < x; +} + +/// Returns the sign of a signed variable x as -1, 0, 1 +template +inline constexpr int signum(const T &x, std::false_type /*is_unsigned*/) { + return (T(0) < x) - (x < T(0)); +} + +/// Returns the sign of x as -1, 0, 1 +/// NOTE: Will fail on an unsigned custom type +/// For the most part it's possible to fix this if +/// the custom type has a constexpr constructor. +/// However, notably, c10::Half does not :-( +template inline constexpr int signum(const T &x) { + return signum(x, std::is_unsigned()); +} + +/// Returns true if a and b are not both negative +template +inline constexpr bool signs_differ(const T &a, const U &b) { + return is_negative(a) != is_negative(b); +} + +// Suppress sign compare warning when compiling with GCC +// as later does not account for short-circuit rule before +// raising the warning, see https://godbolt.org/z/Tr3Msnz99 +#ifdef __GNUC__ +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wsign-compare" +#endif + +/// Returns true if x is greater than the greatest value of the type Limit +template +inline constexpr bool greater_than_max(const T &x) { + constexpr bool can_overflow = + std::numeric_limits::digits > std::numeric_limits::digits; + return can_overflow && x > std::numeric_limits::max(); +} + +#ifdef __GNUC__ +#pragma GCC diagnostic pop +#endif + +/// Returns true if x < lowest(Limit). Standard comparison +template +inline constexpr bool less_than_lowest(const T &x, + std::false_type /*limit_is_unsigned*/, + std::false_type /*x_is_unsigned*/) { + return x < std::numeric_limits::lowest(); +} + +/// Returns false since all the limit is signed and therefore includes +/// negative values but x cannot be negative because it is unsigned +template +inline constexpr bool less_than_lowest(const T & /*x*/, + std::false_type /*limit_is_unsigned*/, + std::true_type /*x_is_unsigned*/) { + return false; +} + +/// Returns true if x < 0, where 0 is constructed from T. +/// Limit is not signed, so its lower value is zero +template +inline constexpr bool less_than_lowest(const T &x, + std::true_type /*limit_is_unsigned*/, + std::false_type /*x_is_unsigned*/) { + return x < T(0); +} + +/// Returns false sign both types are unsigned +template +inline constexpr bool less_than_lowest(const T & /*x*/, + std::true_type /*limit_is_unsigned*/, + std::true_type /*x_is_unsigned*/) { + return false; +} + +/// Returns true if x is less than the lowest value of type T +/// NOTE: Will fail on an unsigned custom type +/// For the most part it's possible to fix this if +/// the custom type has a constexpr constructor. +/// However, notably, c10::Half does not : +template +inline constexpr bool less_than_lowest(const T &x) { + return less_than_lowest(x, std::is_unsigned(), + std::is_unsigned()); +} + +} // namespace c10 + +C10_CLANG_DIAGNOSTIC_POP() diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/bit_cast.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/bit_cast.h new file mode 100644 index 000000000..640c9c029 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/bit_cast.h @@ -0,0 +1,43 @@ +#pragma once + +#include +#include + +#if __has_include() && (__cplusplus >= 202002L || (defined(__cpp_lib_bit_cast) && __cpp_lib_bit_cast >= 201806L)) +#include +#define C10_HAVE_STD_BIT_CAST 1 +#else +#define C10_HAVE_STD_BIT_CAST 0 +#endif // __has_include() && (__cplusplus >= 202002L || + // (defined(__cpp_lib_bit_cast) && __cpp_lib_bit_cast >= 201806L)) + +namespace c10 { + +#if C10_HAVE_STD_BIT_CAST +using std::bit_cast; +#else +// Implementations of std::bit_cast() from C++ 20. +// +// This is a less sketchy version of reinterpret_cast. +// +// See https://en.cppreference.com/w/cpp/numeric/bit_cast for more +// information as well as the source of our implementations. +template +std::enable_if_t && + std::is_trivially_copyable_v, + To> +// constexpr support needs compiler magic +bit_cast(const From &src) noexcept { + static_assert(std::is_trivially_constructible_v, + "This implementation additionally requires " + "destination type to be trivially constructible"); + + To dst; + std::memcpy(&dst, &src, sizeof(To)); + return dst; +} +#endif // C10_HAVE_STD_BIT_CAST +#undef C10_HAVE_STD_BIT_CAST + +} // namespace c10 diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/floating_point_utils.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/floating_point_utils.h new file mode 100644 index 000000000..b240c4ea2 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/floating_point_utils.h @@ -0,0 +1,33 @@ +#pragma once + +#include +#include +#include + +namespace c10::detail { + +C10_HOST_DEVICE inline float fp32_from_bits(uint32_t w) { +#if defined(__OPENCL_VERSION__) + return as_float(w); +#elif defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__) + return __uint_as_float((unsigned int)w); +#elif defined(__INTEL_COMPILER) + return _castu32_f32(w); +#else + return c10::bit_cast(w); +#endif +} + +C10_HOST_DEVICE inline uint32_t fp32_to_bits(float f) { +#if defined(__OPENCL_VERSION__) + return as_uint(f); +#elif defined(__CUDA_ARCH__) || defined(__HIP_DEVICE_COMPILE__) + return (uint32_t)__float_as_uint(f); +#elif defined(__INTEL_COMPILER) + return _castf32_u32(f); +#else + return c10::bit_cast(f); +#endif +} + +} // namespace c10::detail diff --git a/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/irange.h b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/irange.h new file mode 100644 index 000000000..72a748cb0 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/c10/c10/util/irange.h @@ -0,0 +1,107 @@ +// Copyright 2004-present Facebook. All Rights Reserved. + +#pragma once + +#include + +#include +#include +#include +#include + +namespace c10 { + +namespace detail { + +template , int> = 0> +struct integer_iterator { + using iterator_category = std::input_iterator_tag; + using value_type = I; + using difference_type = std::ptrdiff_t; + using pointer = I *; + using reference = I &; + + explicit constexpr integer_iterator(I value_) : value(value_) {} + + constexpr I operator*() const { return value; } + + constexpr I const *operator->() const { return &value; } + + constexpr integer_iterator &operator++() { + ++value; + return *this; + } + + constexpr integer_iterator operator++(int) { + const auto copy = *this; + ++*this; + return copy; + } + + constexpr bool operator==(const integer_iterator &other) const { + if constexpr (one_sided) { + // Range-for loops' end test is `begin != end`, not `begin < + // end`. To handle `c10::irange(n)` where n < 0 (which should be + // empty), we just make `begin != end` fail whenever `end` is + // negative. + return is_negative(other.value) || value == other.value; + } else { + return value == other.value; + } + // Suppress "warning: missing return statement at end of non-void function" + // which Nvidia's Robert Crovella confirms is an NVCC compiler error + // here https://stackoverflow.com/a/64561686/752843 on 2020-10-27 + // `__builtin_unreachable();` would be best here, but it's not + // available with all compilers. So we instead return an arbitrary + // value trusting that this line will, in fact, never be reached. + return false; // Horrible hack + } + + constexpr bool operator!=(const integer_iterator &other) const { + return !(*this == other); + } + +protected: + I value; +}; + +} // namespace detail + +template , bool> = true> +struct integer_range { +public: + constexpr integer_range(I begin, I end) : begin_(begin), end_(end) {} + using iterator = detail::integer_iterator; + constexpr iterator begin() const { return begin_; } + constexpr iterator end() const { return end_; } + +private: + iterator begin_; + iterator end_; +}; + +/// Creates an integer range for the half-open interval [begin, end) +/// If end<=begin, then the range is empty. +/// The range has the type of the `end` integer; `begin` integer is +/// cast to this type. +template , bool> = true, + std::enable_if_t, bool> = true> +integer_range irange(Integer1 begin, Integer2 end) { + // If end<=begin then the range is empty; we can achieve this effect by + // choosing the larger of {begin, end} as the loop terminator + return {static_cast(begin), + std::max(static_cast(begin), end)}; +} + +/// Creates an integer range for the half-open interval [0, end) +/// If end<=begin, then the range is empty +template , bool> = true> +constexpr integer_range irange(Integer end) { + return {Integer(), end}; +} + +} // namespace c10 diff --git a/third-party/include/executorch/runtime/core/portable_type/complex.h b/third-party/include/executorch/runtime/core/portable_type/complex.h new file mode 100644 index 000000000..56ed55d41 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/complex.h @@ -0,0 +1,44 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +/** + * An implementation of complex numbers, compatible with c10/util/complex.h from + * pytorch core. + */ +template struct alignas(sizeof(T) * 2) complex { + T real_ = T(0); + T imag_ = T(0); +}; + +/** + * Specialization for Half, which is not a primitive C numeric type. + */ +template <> struct alignas(4) complex { + Half real_; + Half imag_; +}; + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::complex; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/device.h b/third-party/include/executorch/runtime/core/portable_type/device.h new file mode 100644 index 000000000..7f4f447b1 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/device.h @@ -0,0 +1,70 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +/// Denotes the specific genre of compute device. +/// Subset of https://github.com/pytorch/pytorch/blob/main/c10/core/Device.h +enum class DeviceType : int8_t { + CPU = 0, +}; + +/// An index representing a specific device; For cpu it should always be -1 or 0 +using DeviceIndex = int8_t; + +/** + * An abstraction for the compute device on which a tensor is located. + * ExecuTorch doesn't allow dynamic dispatching based on device, so this type is + * just a skeleton to allow certain kernels that expect device as an + * argument to still be run. + * + * In ExecuTorch this is always expected to be CPU. + */ +struct Device final { + using Type = DeviceType; + + /// Constructs a new `Device` from a `DeviceType` and an optional device + /// index. + /* implicit */ Device(DeviceType type, DeviceIndex index = -1) + : type_(type), index_(index) {} + + /// Returns the type of device this is. Only CPU is supported. + DeviceType type() const noexcept { return type_; } + + /// Returns true if the device is of CPU type. + bool is_cpu() const noexcept { return type_ == DeviceType::CPU; } + + /// Returns the device index. Always 0 if specified or -1 if not provided. + DeviceIndex index() const noexcept { + ET_CHECK(index_ == 0 || index_ == -1); + return index_; + } + +private: + DeviceType type_; + DeviceIndex index_ = -1; +}; + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::Device; +using ::executorch::runtime::etensor::DeviceType; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/half.h b/third-party/include/executorch/runtime/core/portable_type/half.h new file mode 100644 index 000000000..bf4c676ce --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/half.h @@ -0,0 +1,27 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch::runtime::etensor { +using c10::Half; +namespace internal { +using c10::detail::fp16_ieee_from_fp32_value; +using c10::detail::fp16_ieee_to_fp32_bits; +using c10::detail::fp16_ieee_to_fp32_value; +using c10::detail::fp32_from_bits; +using c10::detail::fp32_to_bits; +} // namespace internal +} // namespace executorch::runtime::etensor +namespace torch::executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::Half; +} // namespace torch::executor diff --git a/third-party/include/executorch/runtime/core/portable_type/optional.h b/third-party/include/executorch/runtime/core/portable_type/optional.h new file mode 100644 index 000000000..31ad06fd0 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/optional.h @@ -0,0 +1,36 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +// NOLINTNEXTLINE(misc-unused-using-decls) +using std::nullopt; +// NOLINTNEXTLINE(misc-unused-using-decls) +using std::nullopt_t; +// NOLINTNEXTLINE(misc-unused-using-decls) +using std::optional; + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::nullopt; +using ::executorch::runtime::etensor::nullopt_t; +using ::executorch::runtime::etensor::optional; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/qint_types.h b/third-party/include/executorch/runtime/core/portable_type/qint_types.h new file mode 100644 index 000000000..183675e18 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/qint_types.h @@ -0,0 +1,83 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +/** + * qint8 is for signed 8 bit quantized Tensors + */ +struct alignas(1) qint8 { + using underlying = int8_t; + int8_t val_; + qint8() = default; + explicit qint8(int8_t val) : val_(val) {} +}; + +/** + * quint8 is for unsigned 8 bit quantized Tensors + */ +struct alignas(1) quint8 { + using underlying = uint8_t; + uint8_t val_; + quint8() = default; + explicit quint8(uint8_t val) : val_(val) {} +}; + +/** + * qint32 is for signed 32 bit quantized Tensors + */ +struct alignas(4) qint32 { + using underlying = int32_t; + int32_t val_; + qint32() = default; + explicit qint32(int32_t val) : val_(val) {} +}; + +/** + * quint4x2 is for un-signed 4 bit quantized Tensors that are packed to byte + * boundary. + */ +struct alignas(1) quint4x2 { + using underlying = uint8_t; + uint8_t val_; + quint4x2() = default; + explicit quint4x2(uint8_t val) : val_(val) {} +}; + +/** + * quint2x4 is for un-signed 2 bit quantized Tensors that are packed to byte + * boundary. + */ +struct alignas(1) quint2x4 { + using underlying = uint8_t; + uint8_t val_; + quint2x4() = default; + explicit quint2x4(uint8_t val) : val_(val) {} +}; + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::qint32; +using ::executorch::runtime::etensor::qint8; +using ::executorch::runtime::etensor::quint2x4; +using ::executorch::runtime::etensor::quint4x2; +using ::executorch::runtime::etensor::quint8; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/scalar.h b/third-party/include/executorch/runtime/core/portable_type/scalar.h new file mode 100644 index 000000000..f503990e1 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/scalar.h @@ -0,0 +1,110 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include + +#include +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +/** + * Represents a scalar value. + * + * The API is a source-compatible subset of c10::Scalar, and the + * semantics/behavior should also match the c10 version. + */ +class Scalar { +public: + Scalar() : Scalar(int64_t(0)) {} + + template ::value, + bool>::type = true> + /*implicit*/ Scalar(T val) : tag(Tag::Int) { + v.as_int = static_cast(val); + } + /*implicit*/ Scalar(bool val) : tag(Tag::Bool) { v.as_bool = val; } + /*implicit*/ Scalar(double val) : tag(Tag::Double) { v.as_double = val; } + /*implicit*/ Scalar(BFloat16 val) : Scalar((double)(float)val) {} + /*implicit*/ Scalar(Half val) : Scalar((double)(float)val) {} + + /// Returns the concrete scalar value stored within. + template T to() const; + + /// Returns true if the scalar is integral, false otherwise. + bool isIntegral(bool includeBool) const { + return Tag::Int == tag || (includeBool && isBoolean()); + } + + /// Returns true if the scalar is a floating point, false otherwise. + bool isFloatingPoint() const { return tag == Tag::Double; } + + /// Returns true if the scalar is a boolean, false otherwise. + bool isBoolean() const { return tag == Tag::Bool; } + +private: + int64_t toInt() const { + if (isIntegral(/*includeBool=*/false)) { + return v.as_int; + } else if (isBoolean()) { + return static_cast(v.as_bool); + } else { + ET_CHECK_MSG(false, "Scalar is not an int nor a Boolean."); + } + } + + double toFloatingPoint() const { + ET_CHECK_MSG(isFloatingPoint(), "Scalar is not a Double."); + return v.as_double; + } + + double toDouble() const { + ET_CHECK_MSG(isFloatingPoint(), "Scalar is not a Double."); + return v.as_double; + } + + bool toBool() const { + ET_CHECK_MSG(isBoolean(), "Scalar is not a Boolean."); + return v.as_bool; + } + + Tag tag; + union v_t { + double as_double; + int64_t as_int; + bool as_bool; + v_t() {} // default constructor + } v; +}; + +#define ET_DEFINE_SCALAR_TO_METHOD(T, name) \ + template <> inline T Scalar::to() const { return to##name(); } + +ET_DEFINE_SCALAR_TO_METHOD(double, Double) +ET_DEFINE_SCALAR_TO_METHOD(int64_t, Int) +ET_DEFINE_SCALAR_TO_METHOD(bool, Bool) +#undef ET_DEFINE_SCALAR_TO_METHOD + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::Scalar; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/scalar_type.h b/third-party/include/executorch/runtime/core/portable_type/scalar_type.h new file mode 100644 index 000000000..b7d208721 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/scalar_type.h @@ -0,0 +1,154 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * + * Forked from + * https://github.com/pytorch/pytorch/blob/master/c10/core/ScalarType.h + * + * Everything but the ScalarType definition is in util/ScalarTypeUtil.h + * + * Note that these files do not need to be strictly identical to the pytorch + * core file, as far as names go. The only critical piece is that the types and + * indices of the main ScalarType enum line up, so that serialization is + * compatible between the two. + * + * Modifications for ExecuTorch: + * - Namespace torch::executor instead of c10 + * - Macro prefix ET_ instead of AT_ + * - Use ET_CHECK_MSG() instead of TORCH_CHECK() + * - Don't define standalone constants like `kByte`, `kInt` to keep the + * namespace clean + * - Remove operator<< to avoid a dependency on ostream and stdlib + * - Make `static inline` functions `inline` to avoid creating multiple + * copies of them. See + * https://gist.github.com/htfy96/50308afc11678d2e3766a36aa60d5f75#conclusion. + * - Remove deprecated definitions + * - Minor cleanup for internal consistency + */ + +#pragma once + +#include + +#include +#include +#include +#include +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +// Placing a bunch of unused dtypes here as our macros don't make it easy +// to skip scalar types defined in aten that we dont have. +namespace unused_dtype { +struct alignas(1) Float8_e5m2 { + uint8_t x; + using underlying = uint8_t; + Float8_e5m2() = default; + explicit Float8_e5m2(uint8_t val) : x(val) {} +}; +struct alignas(1) Float8_e4m3fn { + uint8_t x; + using underlying = uint8_t; + Float8_e4m3fn() = default; + explicit Float8_e4m3fn(uint8_t val) : x(val) {} +}; +struct alignas(1) Float8_e5m2fnuz { + uint8_t x; + using underlying = uint8_t; + Float8_e5m2fnuz() = default; + explicit Float8_e5m2fnuz(uint8_t val) : x(val) {} +}; +struct alignas(1) Float8_e4m3fnuz { + uint8_t x; + using underlying = uint8_t; + Float8_e4m3fnuz() = default; + explicit Float8_e4m3fnuz(uint8_t val) : x(val) {} +}; + +} // namespace unused_dtype + +/** + * Calls the provided macro on every ScalarType, providing the C type and the + * ScalarType name to each call. + * + * The indices and C types must be consistent with + * AT_FORALL_SCALAR_TYPES_WITH_COMPLEX_AND_QINTS in the core pytorch file + * c10/core/ScalarType.h. This ensures that ExecuTorch serialization is + * compatible with ATen serialization. + * + * @param _ A macro that takes two parameters: the name of a C type, and the + * name of the corresponding ScalarType enumerator. + */ +#define ET_FORALL_SCALAR_TYPES(_) \ + _(uint8_t, Byte) /* 0 */ \ + _(int8_t, Char) /* 1 */ \ + _(int16_t, Short) /* 2 */ \ + _(int32_t, Int) /* 3 */ \ + _(int64_t, Long) /* 4 */ \ + _(::executorch::runtime::etensor::Half, Half) /* 5 */ \ + _(float, Float) /* 6 */ \ + _(double, Double) /* 7 */ \ + _(::executorch::runtime::etensor::complex<::torch::executor::Half>, \ + ComplexHalf) /* 8 */ \ + _(::executorch::runtime::etensor::complex, ComplexFloat) /* 9 */ \ + _(::executorch::runtime::etensor::complex, ComplexDouble) /* 10 */ \ + _(bool, Bool) /* 11 */ \ + _(::executorch::runtime::etensor::qint8, QInt8) /* 12 */ \ + _(::executorch::runtime::etensor::quint8, QUInt8) /* 13 */ \ + _(::executorch::runtime::etensor::qint32, QInt32) /* 14 */ \ + _(::executorch::runtime::etensor::BFloat16, BFloat16) /* 15 */ \ + _(::executorch::runtime::etensor::quint4x2, QUInt4x2) /* 16 */ \ + _(::executorch::runtime::etensor::quint2x4, QUInt2x4) /* 17 */ \ + _(::executorch::runtime::etensor::bits1x8, Bits1x8) /* 18 */ \ + _(::executorch::runtime::etensor::bits2x4, Bits2x4) /* 19 */ \ + _(::executorch::runtime::etensor::bits4x2, Bits4x2) /* 20 */ \ + _(::executorch::runtime::etensor::bits8, Bits8) /* 21 */ \ + _(::executorch::runtime::etensor::bits16, Bits16) /* 22 */ \ + _(::executorch::runtime::etensor::unused_dtype::Float8_e5m2, \ + Float8_e5m2) /* 23 */ \ + _(::executorch::runtime::etensor::unused_dtype::Float8_e4m3fn, \ + Float8_e4m3fn) /* 24 */ \ + _(::executorch::runtime::etensor::unused_dtype::Float8_e5m2fnuz, \ + Float8_e5m2fnuz) /* 25 */ \ + _(::executorch::runtime::etensor::unused_dtype::Float8_e4m3fnuz, \ + Float8_e4m3fnuz) /* 26 */ \ + _(uint16_t, UInt16) /* 27 */ \ + _(uint32_t, UInt32) /* 28 */ \ + _(uint64_t, UInt64) /* 29 */ + +/** + * Data types (dtypes) that can be used as element types in ETensors. + */ +enum class ScalarType : int8_t { +/// Define an enumerator for each ScalarType. +#define DEFINE_ENUM(unused, name) name, + ET_FORALL_SCALAR_TYPES(DEFINE_ENUM) +#undef DEFINE_ENUM + + /// An explicitly undefined ScalarType. Does not map to any C type. + Undefined, + /// The number of ScalarType enumerators. + NumOptions, +}; + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::ScalarType; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/string_view.h b/third-party/include/executorch/runtime/core/portable_type/string_view.h new file mode 100644 index 000000000..8e28fa022 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/string_view.h @@ -0,0 +1,29 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +using std::string_view; + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::string_view; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/tensor.h b/third-party/include/executorch/runtime/core/portable_type/tensor.h new file mode 100644 index 000000000..7e9efaa4e --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/tensor.h @@ -0,0 +1,142 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +/** + * A minimal Tensor type whose API is a source compatible subset of at::Tensor. + * + * NOTE: Instances of this class do not own the TensorImpl given to it, + * which means that the caller must guarantee that the TensorImpl lives longer + * than any Tensor instances that point to it. + * + * See the documention on TensorImpl for details about the return/parameter + * types used here and how they relate to at::Tensor. + */ +class Tensor { +public: + /// The type used for elements of `sizes()`. + using SizesType = TensorImpl::SizesType; + /// The type used for elements of `dim_order()`. + using DimOrderType = TensorImpl::DimOrderType; + /// The type used for elements of `strides()`. + using StridesType = TensorImpl::StridesType; + + Tensor() = delete; + explicit constexpr Tensor(TensorImpl *impl) : impl_(impl) {} + + /** + * Returns a pointer to the underlying TensorImpl. + * + * NOTE: Clients should be wary of operating on the TensorImpl + * directly instead of the Tensor. It is easy to break things. + */ + TensorImpl *unsafeGetTensorImpl() const { + // TODO(T154114015): See if we can make this api private with friends. + return impl_; + } + + /** + * Returns the size of the tensor in bytes. + * + * NOTE: Only the alive space is returned not the total capacity of the + * underlying data blob. + */ + size_t nbytes() const { return impl_->nbytes(); } + + /** + * Returns the size of the tensor at the given dimension. + * + * NOTE: that size() intentionally does not return SizeType even though it + * returns an element of an array of SizeType. This is to help make calls of + * this method more compatible with at::Tensor, and more consistent with the + * rest of the methods on this class and in ETensor. + */ + ssize_t size(ssize_t dim) const { return impl_->size(dim); } + + /// Returns the tensor's number of dimensions. + ssize_t dim() const { return impl_->dim(); } + + /// Returns the number of elements in the tensor. + ssize_t numel() const { return impl_->numel(); } + + /// Returns the type of the elements in the tensor (int32, float, bool, etc). + ScalarType scalar_type() const { return impl_->scalar_type(); } + + inline ScalarType dtype() const { return scalar_type(); } + + /// Returns the size in bytes of one element of the tensor. + ssize_t element_size() const { return impl_->element_size(); } + + /// Returns the sizes of the tensor at each dimension. + const ArrayRef sizes() const { return impl_->sizes(); } + + /// Returns the order the dimensions are laid out in memory. + const ArrayRef dim_order() const { return impl_->dim_order(); } + + /// Returns the strides of the tensor at each dimension. + const ArrayRef strides() const { return impl_->strides(); } + + /// Returns the mutability of the shape of the tensor. + TensorShapeDynamism shape_dynamism() const { return impl_->shape_dynamism(); } + + /// Returns a pointer of type T to the constant underlying data blob. + template inline const T *const_data_ptr() const { + return impl_->data(); + } + + /// Returns a pointer to the constant underlying data blob. + inline const void *const_data_ptr() const { return impl_->data(); } + + /// Returns a pointer of type T to the mutable underlying data blob. + template inline T *mutable_data_ptr() const { + return impl_->mutable_data(); + } + + /// Returns a pointer to the mutable underlying data blob. + inline void *mutable_data_ptr() const { return impl_->mutable_data(); } + + /// DEPRECATED: Use const_data_ptr or mutable_data_ptr instead. + template ET_DEPRECATED inline T *data_ptr() const { + return impl_->mutable_data(); + } + + /// DEPRECATED: Use const_data_ptr or mutable_data_ptr instead. + ET_DEPRECATED inline void *data_ptr() const { return impl_->mutable_data(); } + + /** + * DEPRECATED: Changes the data_ptr the tensor aliases. Does not free the + * previously pointed to data, does not assume ownership semantics of the new + * ptr. This api does not exist in at::Tensor so kernel developers should + * avoid it. + */ + ET_DEPRECATED void set_data(void *ptr) const { impl_->set_data(ptr); } + +private: + TensorImpl *impl_ = nullptr; +}; + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::Tensor; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/tensor_impl.h b/third-party/include/executorch/runtime/core/portable_type/tensor_impl.h new file mode 100644 index 000000000..7357fffaf --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/tensor_impl.h @@ -0,0 +1,261 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include + +// Forward declaration of a helper that provides access to internal resizing +// methods of TensorImpl. Real definition is in +// executorch/runtime/core/exec_aten/tensor_util.h. +namespace executorch { +namespace runtime { +namespace internal { +class TensorResizerFriend; +} // namespace internal +} // namespace runtime +} // namespace executorch + +namespace executorch { +namespace runtime { +namespace etensor { + +/** + * Manages the storage behind an ETensor (torch::executor::Tensor). + * + * Note that instances of this class do not own the arrays given to it + * (sizes/strides/data), which means that the caller must guarantee that they + * live longer than a given instance of this class. + * + * Note on types: + * + * Code that uses ETensor should also be able to build against at::Tensor. So, + * although the overlapping APIs don't need to be exactly the same, their types + * should be semantically similar. + * + * Many of the methods in at::Tensor use int64_t for parameter and return types. + * This can be a waste when building for 32-bit environments. So, TensorImpl and + * ETensor use ssize_t instead: like int64_t it is signed, but it will match the + * native word size of the target architecture. This will avoid unnecessarily + * expensive uses of 64-bit integers on 32-bit machines. + * + * But, since the types are not identical, code that uses ETensor needs to be + * generic about the local types it uses when working with these methods. In + * most cases, `auto` will do the trick. In the worst case, code can be guarded + * with `#ifdef USE_ATEN_LIB`. + */ +class TensorImpl { +public: + /** + * The type used for elements of `sizes()`. + * + * This must match the size/signedness of the type used for `Tensor.sizes` in + * //executorch/schema/program.fbs. + * + * Note that at::TensorImpl uses `int64_t` for this type. ExecuTorch uses + * `int32_t` to save memory, since no single size value will ever be larger + * than 2 billion. + */ + using SizesType = int32_t; + + /** + * The type used for elements of `dim_order()`. + * + * This must match the size/signedness of the type used for `Tensor.dim_order` + * in //executorch/schema/program.fbs. + */ + using DimOrderType = uint8_t; + + /** + * The type used for elements of `strides()`. + * + * This must match the size/signedness of the type used for `Tensor.strides` + * in //executorch/schema/program.fbs. + * + * Note that at::TensorImpl uses `int64_t` for this type. ExecuTorch uses + * `int32_t` to save memory, since no single stride value will ever be larger + * than 2 billion. + */ + using StridesType = int32_t; + + TensorImpl() = delete; + + /** + * @param type The type of the data (int, float, bool). + * @param dim Number of dimensions, and the length of the `sizes` array. + * @param sizes Sizes of the tensor at each dimension. Must contain `dim` + * entries. + * @param data Pointer to the data, whose size is determined by `type`, + * `dim`, and `sizes`. The tensor will not own this memory. + * @param dim_order Order in which dimensions are laid out in memory. + * @param strides Strides of the tensor at each dimension. Must contain `dim` + * entries. + * @param dynamism The mutability of the shape of the tensor. + */ + TensorImpl(ScalarType type, ssize_t dim, SizesType *sizes, + void *data = nullptr, DimOrderType *dim_order = nullptr, + StridesType *strides = nullptr, + TensorShapeDynamism dynamism = TensorShapeDynamism::STATIC); + + /** + * Returns the size of the tensor in bytes. + * + * NOTE: This returns the size of the data used by the tensor's current shape, + * not the capacity of the underlying buffer. + */ + size_t nbytes() const; + + /** + * Returns the size of the tensor at the given dimension. + * + * NOTE: size() intentionally does not return SizeType even though it + * returns an element of an array of SizeType. This is to help make calls of + * this method more compatible with at::Tensor, and more consistent with the + * rest of the methods on this class and in ETensor. + */ + ssize_t size(ssize_t dim) const { + ET_CHECK_MSG(dim < dim_ && dim >= 0, + "Dimension out of range (expected to be in range of [0, %zd], " + "but got %zd", + dim_ - 1, dim); + return sizes_[dim]; + } + + /// Returns the tensor's number of dimensions. + ssize_t dim() const { return dim_; } + + /// Returns the number of elements in the tensor. + ssize_t numel() const { return numel_; } + + /// Returns the type of the elements in the tensor (int32, float, bool, etc). + ScalarType scalar_type() const { return type_; } + + inline ScalarType dtype() const { return scalar_type(); } + + /// Returns the size in bytes of one element of the tensor. + ssize_t element_size() const; + + /// Returns the sizes of the tensor at each dimension. + const ArrayRef sizes() const { + return ArrayRef{sizes_, static_cast(dim_)}; + } + + /// Returns the order the dimensions are laid out in memory. + const ArrayRef dim_order() const { + return ArrayRef{dim_order_, static_cast(dim_)}; + } + + /// Returns the strides of the tensor at each dimension. + const ArrayRef strides() const { + return ArrayRef{strides_, static_cast(dim_)}; + } + + /// Returns the mutability of the shape of the tensor. + TensorShapeDynamism shape_dynamism() const { return shape_dynamism_; } + + /// Returns a pointer of type T to the constant underlying data blob. + template inline const T *data() const { + return static_cast(data()); + } + + /// Returns a pointer to the constant underlying data blob. + const void *data() const { return data_; } + + /// Returns a pointer of type T to the mutable underlying data blob. + template inline T *mutable_data() const { + return static_cast(mutable_data()); + } + + /// Returns a pointer to the mutable underlying data blob. + void *mutable_data() const { return data_; } + + /// Sets the underlying data blob to the passed in pointer. + void set_data(void *ptr) { data_ = ptr; } + + /* + * DEPRECATED: Use torch::executor::resize_tensor() or + * torch::executor::resize_tensor_impl(). + */ + ET_DEPRECATED + void set_sizes_contiguous(ArrayRef new_sizes) { + Error err = internal_resize_contiguous(new_sizes); + ET_CHECK_MSG(err == Error::Ok, + "Could not resize Tensor; see logs for details"); + } + +private: + // For access to internal_resize_contiguous(). + friend class ::executorch::runtime::internal::TensorResizerFriend; + + /** + * Set the sizes and strides of a tensor assuming contiguous strides. + * Requires that `new_sizes.size() == this.dim()`. + * + * Callers must use torch::executor::resize_tensor() or + * torch::executor::resize_tensor_impl() instead, defined in TensorUtil.h. + * + * Same semantics as at::TensorImpl::set_sizes_contiguous(), but returns an + * error instead of panicking on failure. This is not part of the at::Tensor + * API, and can only be used in lean mode. + */ + ET_NODISCARD Error internal_resize_contiguous(ArrayRef new_sizes); + +private: + // Keep fields arranged to avoid unnecessary alignment holes. + + /// List of sizes of each dimension in the tensor. + SizesType *sizes_; + + /// List of the order that dimensions are laid out in memory. + DimOrderType *dim_order_; + + // TODO(T148356881): Get rid of strides from ETensor + StridesType *strides_; + + /// Pointer to underlying data blob. NOTE: Can be null. + void *data_; + + /// Tensor's number of dimensions. + const ssize_t dim_; + + /// Number of elements in the tensor. + ssize_t numel_; + + /// Maximum number of elements in the bounded tensor. Used when resizing up + /// and down. + size_t numel_bound_; + + /// Scalar type (int, float, bool, etc) of the tensor data. + const ScalarType type_; + + /// Specifies the mutability of the shape of the tensor. + const TensorShapeDynamism shape_dynamism_; +}; + +/** + * Compute the number of elements based on the sizes of a tensor. + */ +ssize_t compute_numel( + const ::executorch::runtime::etensor::TensorImpl::SizesType *sizes, + ssize_t dim); + +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::compute_numel; +using ::executorch::runtime::etensor::TensorImpl; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/portable_type/tensor_options.h b/third-party/include/executorch/runtime/core/portable_type/tensor_options.h new file mode 100644 index 000000000..8b8f98486 --- /dev/null +++ b/third-party/include/executorch/runtime/core/portable_type/tensor_options.h @@ -0,0 +1,60 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { +namespace etensor { + +/** + * Tensor data memory formats supported by ExecuTorch. This concept only exists + * for compatibility with ATen; use dim_order to describe non-contiguous + * layouts. + */ +enum class MemoryFormat : int8_t { + /** + * Row-major contiguous data. + */ + Contiguous = 0, + /** + * Output tensor format should remain the same as the input tensor format. + * E.g. if the input tensor is in channels_last format, operator output + * should be in channels_last format. + */ + Preserve = 1, +}; + +/** + * Tensor data memory layout. This concept only exists for compatibility + * with ATen. + */ +enum class Layout : int8_t { + /** + * The tensor occupies memory densely and indexing is managed through strides. + * Contrasted with a sparse tensor layout where the memory structure of the + * data blob will be more complicated and indexing requires larger structures. + * + * This is the only layout supported by ExecuTorch. + */ + Strided = 0, +}; +} // namespace etensor +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::etensor::Layout; +using ::executorch::runtime::etensor::MemoryFormat; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/result.h b/third-party/include/executorch/runtime/core/result.h new file mode 100644 index 000000000..bd9ce433a --- /dev/null +++ b/third-party/include/executorch/runtime/core/result.h @@ -0,0 +1,258 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * Result type to be used in conjunction with ExecuTorch Error type. + */ + +#pragma once + +#include +#include + +#include "executorch/runtime/core/error.h" +#include "executorch/runtime/platform/assert.h" + +namespace executorch { +namespace runtime { + +/** + * Result type wrapping either a value of type T or an error. + * + * Example use case: + * @code + * Result getOp(int opcode) { + * if (isValidOpCode(opcode)) { + * return opFns[opcode]; + * } + * return Error::NotFound; + * } + * + * Error useOp(int opcode) { + * Result op = getOp(opcode); + * if (!op.ok()) { + * return op.error(); + * } + * print(op->toString()); + * execute(*op); + * return Error::Ok; + * } + * @endcode + */ +template class Result final { +public: + /// `value_type` member for generic programming. + typedef T value_type; + + /** + * Creates a Result object from an Error. + * + * To preserve the invariant that `(result.error() == Error::Ok) == + * result.ok()`, an `error` parameter value of `Error:Ok` will be converted to + * a non-Ok value. + */ + /* implicit */ Result(Error error) + : error_(error == Error::Ok ? Error::Internal : error), hasValue_(false) { + if ET_UNLIKELY (error == Error::Ok) { + ET_LOG(Debug, "Attempted to create Result from Error::Ok, this has been " + "converted to Error::Internal."); + } + } + + /// Value copy constructor. + /* implicit */ Result(const T &val) : value_(val), hasValue_(true) {} + + /// Value move constructor. + /* implicit */ Result(T &&val) : value_(std::move(val)), hasValue_(true) {} + + /// Result move constructor. + /* implicit */ Result(Result &&rhs) noexcept : hasValue_(rhs.hasValue_) { + if (hasValue_) { + // Use the value type's move constructor. + new (&value_) T(std::move(rhs.value_)); + } else { + error_ = rhs.error_; + } + } + + ~Result() { + if (hasValue_) { + // Manual value destruction. + // Result "owns" the memory, so `delete` would segfault. + value_.~T(); + } + } + + /** + * Returns true if this Result has a value. + * + * If true, it is guaranteed that `error()` will return `Error::Ok`. + * If false, it is guaranteed that `error()` will not return `Error::Ok`. + */ + ET_NODISCARD bool ok() const { return hasValue_; } + + /** + * Returns the error code of this Result. + * + * If this returns `Error::Ok`, it is guaranteed that `ok()` will return true. + * If this does not return `Error:Ok`, it is guaranteed that `ok()` will + * return false. + */ + ET_NODISCARD Error error() const { + if (hasValue_) { + return Error::Ok; + } else { + return error_; + } + } + + /** + * Returns a reference to the Result's value; longhand for operator*(). + * + * Only legal to call if `ok()` returns true. + */ + T &get() { + CheckOk(); + return value_; + } + + /** + * Returns a reference to the Result's value; longhand for operator*(). + * + * Only legal to call if `ok()` returns true. + */ + const T &get() const { + CheckOk(); + return value_; + } + + /* + * Returns a reference to the Result's value; shorthand for get(). + * + * Only legal to call if `ok()` returns true. + */ + const T &operator*() const &; + T &operator*() &; + + /* + * Returns a pointer to the Result's value. + * + * Only legal to call if `ok()` returns true. + */ + const T *operator->() const; + T *operator->(); + +private: + /** + * Delete default constructor since all Results should contain a value or + * error. + */ + Result() = delete; + /// Delete copy constructor since T may not be copyable. + Result(const Result &) = delete; + /// Delete copy assignment since T may not be copyable. + Result &operator=(const Result &) = delete; + /// Delete move assignment since it's not a supported pattern to reuse Result. + Result &operator=(Result &&rhs) = delete; + + // Panics if ok() would return false; + void CheckOk() const { ET_CHECK(hasValue_); } + + union { + T value_; // Used if hasValue_ is true. + Error error_; // Used if hasValue_ is false. + }; + + /// True if the Result contains a value. + const bool hasValue_; +}; + +template const T &Result::operator*() const & { + CheckOk(); + return value_; +} + +template T &Result::operator*() & { + CheckOk(); + return value_; +} + +template const T *Result::operator->() const { + CheckOk(); + return &value_; +} + +template T *Result::operator->() { + CheckOk(); + return &value_; +} + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::Result; +} // namespace executor +} // namespace torch + +/** + * Unwrap a Result to obtain its value. If the Result contains an error, + * propogate the error via trivial function return. + * + * Note: A function using ET_UNWRAP should itself return a Result or Error. + * + * @param[in] result__ Expression yielding the result to unwrap. + * @param[in] ... Optional format string for the log error message and its + * arguments. + */ +#define ET_UNWRAP(result__, ...) ET_INTERNAL_UNWRAP(result__, ##__VA_ARGS__) + +// Internal only: Use ET_UNWRAP() instead. +#define ET_INTERNAL_UNWRAP(...) \ + ET_INTERNAL_UNWRAP_SELECT(__VA_ARGS__, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1) \ + (__VA_ARGS__) + +// Internal only: Use ET_UNWRAP() instead. +#define ET_INTERNAL_UNWRAP_SELECT(_1, _2, _3, _4, _5, _6, _7, _8, _9, _10, N, \ + ...) \ + ET_INTERNAL_UNWRAP_##N + +// Internal only: Use ET_UNWRAP() instead. +#define ET_INTERNAL_UNWRAP_1(result__) \ + ({ \ + auto et_result__ = (result__); \ + if (!et_result__.ok()) { \ + return et_result__.error(); \ + } \ + std::move(*et_result__); \ + }) + +// Internal only: Use ET_UNWRAP() instead. +#define ET_INTERNAL_UNWRAP_2(result__, message__, ...) \ + ({ \ + auto et_result__ = (result__); \ + if (!et_result__.ok()) { \ + ET_LOG(Error, message__, ##__VA_ARGS__); \ + return et_result__.error(); \ + } \ + std::move(*et_result__); \ + }) + +// Internal only: Use ET_UNWRAP() instead. +#define ET_INTERNAL_UNWRAP_3 ET_INTERNAL_UNWRAP_2 +#define ET_INTERNAL_UNWRAP_4 ET_INTERNAL_UNWRAP_2 +#define ET_INTERNAL_UNWRAP_5 ET_INTERNAL_UNWRAP_2 +#define ET_INTERNAL_UNWRAP_6 ET_INTERNAL_UNWRAP_2 +#define ET_INTERNAL_UNWRAP_7 ET_INTERNAL_UNWRAP_2 +#define ET_INTERNAL_UNWRAP_8 ET_INTERNAL_UNWRAP_2 +#define ET_INTERNAL_UNWRAP_9 ET_INTERNAL_UNWRAP_2 +#define ET_INTERNAL_UNWRAP_10 ET_INTERNAL_UNWRAP_2 diff --git a/third-party/include/executorch/runtime/core/span.h b/third-party/include/executorch/runtime/core/span.h new file mode 100644 index 000000000..7e0a6b346 --- /dev/null +++ b/third-party/include/executorch/runtime/core/span.h @@ -0,0 +1,93 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +#include + +namespace executorch { +namespace runtime { + +/** + * Represent a reference to an array (0 or more elements + * consecutively in memory), i.e. a start pointer and a length. It allows + * various APIs to take consecutive elements easily and conveniently. + * + * This class does not own the underlying data, it is expected to be used in + * situations where the data resides in some other buffer, whose lifetime + * extends past that of the Span. + * + * Span and ArrayRef are extrememly similar with the difference being ArrayRef + * views a list of constant elements and Span views a list of mutable elements. + * Clients should decide between the two based on if the list elements for their + * use case should be mutable. + * + * This is intended to be trivially copyable, so it should be passed by + * value. + */ +template class Span final { +public: + using value_type = T; + using iterator = T *; + using size_type = size_t; + +public: + /// Construct an empty Span. + /* implicit */ constexpr Span() noexcept : data_(nullptr), length_(0) {} + + /// Construct a Span from a pointer and length. + Span(T *data, size_t length) : data_(data), length_(length) { + ET_DCHECK(data_ != nullptr || length_ == 0); + } + + /// Construct a Span from a range. + Span(T *begin, T *end) : data_(begin), length_(end - begin) {} + + /// Construct a Span from a C array. + template + /* implicit */ constexpr Span(T (&Arr)[N]) : data_(Arr), length_(N) {} + + /// @returns a pointer to the start of the underlying element buffer. + iterator begin() const noexcept { return data_; } + + /// @returns a pointer to the end of the underlying element buffer. + iterator end() const noexcept { return data_ + length_; } + + /// @retval a boolean indicating if the Span is empty. + constexpr bool empty() const noexcept { return length_ == 0; } + + /// @returns a pointer to the start of the underlying element buffer. + constexpr T *data() const noexcept { return data_; } + + /// @returns the number of elements in the Span. + constexpr size_t size() const noexcept { return length_; } + + /// Unchecked index into the array according to the argument index. + /// @returns a reference to the element at the specified index. + T &operator[](size_t index) const { return data_[index]; } + +private: + /// The start of the array, in an external buffer. + T *data_; + + /// The number of elements. + size_type length_; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::Span; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/tag.h b/third-party/include/executorch/runtime/core/tag.h new file mode 100644 index 000000000..32e609375 --- /dev/null +++ b/third-party/include/executorch/runtime/core/tag.h @@ -0,0 +1,71 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include + +namespace executorch { +namespace runtime { + +#define EXECUTORCH_FORALL_TAGS(_) \ + _(None) \ + _(Tensor) \ + _(String) \ + _(Double) \ + _(Int) \ + _(Bool) \ + _(ListBool) \ + _(ListDouble) \ + _(ListInt) \ + _(ListTensor) \ + _(ListScalar) \ + _(ListOptionalTensor) + +/** + * The dynamic type of an EValue. + */ +enum class Tag : uint32_t { +#define DEFINE_TAG(x) x, + EXECUTORCH_FORALL_TAGS(DEFINE_TAG) +#undef DEFINE_TAG +}; + +/** + * Convert a tag value to a string representation. If ET_ENABLE_ENUM_STRINGS is + * set (it is on by default), this will return a string name (for example, + * "Tensor"). Otherwise, it will return a string representation of the index + * value ("1"). + * + * If the user buffer is not large enough to hold the string representation, the + * string will be truncated. + * + * The return value is the number of characters written, or in the case of + * truncation, the number of characters that would be written if the buffer was + * large enough. + */ +size_t tag_to_string(Tag tag, char *buffer, size_t buffer_size); + +/* The size of the buffer needed to hold the longest tag string, including the + * null terminator. This value is expected to be updated manually, but it + * checked in test_tag.cpp. + */ +constexpr size_t kTagNameBufferSize = 19; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::Tag; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/core/tensor_layout.h b/third-party/include/executorch/runtime/core/tensor_layout.h new file mode 100644 index 000000000..42e8bdb58 --- /dev/null +++ b/third-party/include/executorch/runtime/core/tensor_layout.h @@ -0,0 +1,79 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include + +namespace executorch { +namespace runtime { + +/** + * Describes the layout of a tensor. + */ +class ET_EXPERIMENTAL TensorLayout final { +public: + TensorLayout() = delete; + + /** + * Creates a TensorLayout from the given parameters. + * + * @param[in] sizes The sizes of the tensor. Note: the span passed here must + * outlive the TensorLayout and all copies of it. + * @param[in] dim_order The dim order of the tensor. Note: the span passed + * here must outlive the TensorLayout and all copies of it. + * @param[in] scalar_type The scalar type of the tensor. + * @return A Result containing the TensorLayout on success, or an error. + */ + static executorch::runtime::Result + create(Span sizes, Span dim_order, + executorch::aten::ScalarType scalar_type); + + /** + * Returns the sizes of the tensor. + * + * NOTE: The TensorLayout must outlive the spans returned here. + */ + Span sizes() const { return sizes_; } + + /** + * Returns the dim order of the tensor. + * + * NOTE: The TensorLayout must outlive the spans returned here. + */ + Span dim_order() const { return dim_order_; } + + /// Returns the scalar type of the tensor. + executorch::aten::ScalarType scalar_type() const { return scalar_type_; } + + /// Returns the size of the tensor in bytes. + size_t nbytes() const { return nbytes_; } + +private: + TensorLayout(Span sizes, Span dim_order, + executorch::aten::ScalarType scalar_type, size_t nbytes) + : sizes_(sizes), dim_order_(dim_order), scalar_type_(scalar_type), + nbytes_(nbytes) {} + /// The sizes of the tensor. + const Span sizes_; + + /// The dim order of the tensor. + const Span dim_order_; + + /// The scalar type of the tensor. + const executorch::aten::ScalarType scalar_type_; + + /// The size in bytes of the tensor. + const size_t nbytes_; +}; + +} // namespace runtime +} // namespace executorch diff --git a/third-party/include/executorch/runtime/core/tensor_shape_dynamism.h b/third-party/include/executorch/runtime/core/tensor_shape_dynamism.h new file mode 100644 index 000000000..ee956288d --- /dev/null +++ b/third-party/include/executorch/runtime/core/tensor_shape_dynamism.h @@ -0,0 +1,39 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { + +/** + * The resizing capabilities of a Tensor. + * + * The rank of an ExecuTorch Tensors can never change, but shape sometimes can. + */ +enum class TensorShapeDynamism : uint8_t { + /// Cannot change shape. + STATIC = 0, + /// Shape cannot exceed initial capacity. + DYNAMIC_BOUND = 1, + /// No restriction on shape and capacity. + DYNAMIC_UNBOUND = 2, +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::TensorShapeDynamism; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/executor/memory_manager.h b/third-party/include/executorch/runtime/executor/memory_manager.h new file mode 100644 index 000000000..91cdeb3db --- /dev/null +++ b/third-party/include/executorch/runtime/executor/memory_manager.h @@ -0,0 +1,113 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include + +namespace executorch { +namespace runtime { + +/** + * A container class for allocators used during Method load and execution. + * + * This class consolidates all dynamic memory needs for Method load and + * execution. This can allow for heap-based as well as heap-less execution + * (relevant to some embedded scenarios), and overall provides more control over + * memory use. + * + * This class, however, cannot ensure all allocation is accounted for since + * kernel and backend implementations are free to use a separate way to allocate + * memory (e.g., for things like scratch space). But we do suggest that backends + * and kernels use these provided allocators whenever possible. + */ +class MemoryManager final { +public: + /** + * Constructs a new MemoryManager. + * + * @param[in] method_allocator The allocator to use when loading a Method and + * allocating its internal structures. Must outlive the Method that uses + * it. + * @param[in] planned_memory The memory-planned buffers to use for mutable + * tensor data when executing a Method. Must outlive the Method that uses + * it. May be `nullptr` if the Method does not use any memory-planned + * tensor data. The sizes of the buffers in this HierarchicalAllocator + * must agree with the corresponding + * `MethodMeta::num_memory_planned_buffers()` and + * `MethodMeta::memory_planned_buffer_size(N)` values, which are embedded + * in the Program. + * @param[in] temp_allocator The allocator to use when allocating temporary + * data during kernel or delegate execution. Must outlive the Method that + * uses it. May be `nullptr` if the Method does not use kernels or + * delegates that allocate temporary data. This allocator will be reset + * after every kernel or delegate call during execution. + */ + explicit MemoryManager(MemoryAllocator *method_allocator, + HierarchicalAllocator *planned_memory = nullptr, + MemoryAllocator *temp_allocator = nullptr) + : method_allocator_(method_allocator), planned_memory_(planned_memory), + temp_allocator_(temp_allocator) { + ET_CHECK_MSG(method_allocator != temp_allocator, + "method allocator cannot be the same as temp allocator"); + } + + /** + * DEPRECATED: Use the constructor without `constant_allocator` instead. + * + * TODO(T162089316): Remove this once all users migrate to the new ctor. + */ + ET_DEPRECATED MemoryManager(MemoryAllocator *constant_allocator, + HierarchicalAllocator *non_constant_allocator, + MemoryAllocator *runtime_allocator, + MemoryAllocator *temporary_allocator) + : MemoryManager( + /*method_allocator=*/runtime_allocator, + /*planned_memory=*/non_constant_allocator, + /*temp_allocator=*/temporary_allocator) { + (void)constant_allocator; // Suppress unused variable warning + } + + /** + * Returns the allocator that the runtime will use to allocate internal + * structures while loading a Method. Must not be used after its associated + * Method has been loaded. + */ + MemoryAllocator *method_allocator() const { return method_allocator_; } + + /** + * Returns the memory-planned buffers to use for mutable tensor data. + */ + HierarchicalAllocator *planned_memory() const { return planned_memory_; } + + /** + * Returns the allocator to use for allocating temporary data during kernel or + * delegate execution. + * + * This allocator will be reset after every kernel or delegate call during + * execution. + */ + MemoryAllocator *temp_allocator() const { return temp_allocator_; } + +private: + MemoryAllocator *method_allocator_; + HierarchicalAllocator *planned_memory_; + MemoryAllocator *temp_allocator_; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::MemoryManager; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/executor/method.h b/third-party/include/executorch/runtime/executor/method.h new file mode 100644 index 000000000..3f574e475 --- /dev/null +++ b/third-party/include/executorch/runtime/executor/method.h @@ -0,0 +1,387 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#ifdef __GNUC__ +// Disable -Wdeprecated-declarations, as some builds use 'Werror'. +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wdeprecated-declarations" +#endif + +#include +#include +#include +#include +#include +#include +#include +#include + +// Forward declare flatbuffer types. This is a public header and must not +// include the generated flatbuffer header. +namespace executorch_flatbuffer { +struct Chain; +struct ExecutionPlan; +struct EValue; +} // namespace executorch_flatbuffer + +namespace executorch { +namespace runtime { + +// Forward declare NamedData. This is a public header and must not include +// internal data types. +namespace deserialization { +struct NamedData; +} // namespace deserialization + +// Forward declare Program to avoid a circular reference. +class Program; + +// Forward declare internal types. +class BackendDelegate; +struct Chain; +class KernelRuntimeContext; +using OpFunction = void (*)(KernelRuntimeContext &, EValue **); +/// A list of pointers into the master values table that together compose the +/// argument list for a single instruction +using InstructionArgs = Span; +using deserialization::NamedData; + +/** + * An executable method of an executorch program. Maps to a python method like + * `forward()` on the original nn.Module. + */ +class Method final { +public: + /** + * Move ctor. Takes ownership of resources previously owned by `rhs`, + * and leaves `rhs` in an uninitialized state. + */ + Method(Method &&rhs) noexcept + : step_state_(rhs.step_state_), program_(rhs.program_), + memory_manager_(rhs.memory_manager_), + temp_allocator_(rhs.temp_allocator_), + serialization_plan_(rhs.serialization_plan_), + event_tracer_(rhs.event_tracer_), n_value_(rhs.n_value_), + values_(rhs.values_), n_delegate_(rhs.n_delegate_), + delegates_(rhs.delegates_), n_chains_(rhs.n_chains_), + chains_(rhs.chains_), external_constants_(rhs.external_constants_), + n_external_constants_(rhs.n_external_constants_), + init_state_(rhs.init_state_) { + // Required: clear out fields that the dtor looks at, so that we don't free + // anything twice. + rhs.n_value_ = 0; + rhs.values_ = nullptr; + rhs.n_delegate_ = 0; + rhs.delegates_ = nullptr; + rhs.n_external_constants_ = 0; + rhs.external_constants_ = nullptr; + + // Helpful: Try to ensure that any other interactions with the old object + // result in failures. + rhs.init_state_ = InitializationState::Uninitialized; + rhs.step_state_ = {}; + rhs.program_ = nullptr; + rhs.memory_manager_ = nullptr; + rhs.serialization_plan_ = nullptr; + rhs.event_tracer_ = nullptr; + rhs.n_chains_ = 0; + rhs.chains_ = nullptr; + } + + /** + * Sets the internal input value to be equivalent to the to the provided + * value. + * + * @param[in] input_evalue The evalue to copy into the method input. If the + * evalue is a tensor, the data is copied in most cases, so the tensor + * passed in here does not always need to outlive this call. But there is + * a case where the Method will keep a pointer to the tensor's data. + * Based on the memory plan of the method, the inputs may not have + * buffer space pre-allocated for them. In this case the executor will + * alias the memory of the tensors provided as inputs here rather then + * deepcopy the input into the memory planned arena. + * + * @param[in] input_idx Zero-based index of the input to set. Must be less + * than the value returned by inputs_size(). + * + * @returns Error::Ok on success, non-Ok on failure. + */ + ET_NODISCARD Error set_input(const EValue &input_evalue, size_t input_idx); + + /** + * Sets the values of all method inputs. + * + * See set_input() for a more detailed description of the behavior. + * + * @param[in] input_evalues The new values for all of the method inputs. The + * type of each element must match the type of corresponding input. If the + * value of an element is a tensor, attempts to allow dynamic shape, but + * the dtype must always agree. + * + * @returns Error::Ok on success, non-Ok on failure. + */ + ET_NODISCARD Error + set_inputs(const executorch::aten::ArrayRef &input_evalues); + + /** + * Sets the data buffer of the specified method output to the provided value. + * + * NOTE: Based on the memory plan of the method, the output tensors may not + * have buffer space pre-allocated for them, in this case the executor will + * point those tensors to the buffer provided here, so the user should take + * care that the life span of this memory outlasts the executor forward. + * + * @param[in] buffer The block of memory to point the specified tensor at. + * + * @param[in] size the length of buffer in bytes, must be >= the nbytes of the + * specified tensor. + * + * @param[in] output_idx The index of the output to set the data_ptr for. Must + * correspond to a tensor, and that tensor must not have had a buffer + * allocated by the memory plan. + * + * @returns Error::Ok on success, non-Ok on failure. + */ + ET_NODISCARD Error set_output_data_ptr(void *buffer, size_t size, + size_t output_idx); + + /** + * Copies the method's outputs into the provided array. + * + * WARNING: The output contains shallow copies of internal tensor outputs. + * Please do not mutate returned Tensor elements. + * + * TODO(T139259264): Add checks to detect output mutation, or deep-copy + * outputs. + * + * @param[in] output_evalues The array to copy the outputs into. The first + * `outputs_size()` elements will be set to the corresponding output + * values. The rest of the array will be set to the EValue value None. + * @param[in] length The size of the `output_evalues` array in elements. Must + * be greater than or equal to `outputs_size()`. + * + * @returns Error::Ok on success, non-Ok on failure. + */ + ET_NODISCARD Error get_outputs(EValue *output_evalues, size_t length); + + /** + * Copies the method's inputs into the provided array. + * + * WARNING: The input contains shallow copies of internal tensor inputs. + * Please do not mutate returned Tensor elements. + * + * @param[in] input_evalues The array to copy the inputs into. The first + * `inputs_size()` elements will be set to the corresponding input + * values. The rest of the array will be set to the EValue value None. + * @param[in] length The size of the `input_evalues` array in elements. Must + * be greater than or equal to `inputs_size()`. + * + * @returns Error::Ok on success, non-Ok on failure. + */ + ET_NODISCARD Error get_inputs(EValue *input_evalues, size_t length); + + /** + * Execute the method. + * + * NOTE: Will fail if the method has been partially executed using the + * `step()` api. + * + * @returns Error::Ok on success, non-Ok on failure. + */ + ET_NODISCARD Error execute(); + + /** + * EXPERIMENTAL: Advances/executes a single instruction in the method. + * + * @retval Error::Ok step succeeded + * @retval non-Ok step failed + * @retval Error::EndOfMethod method finished executing successfully + */ + ET_EXPERIMENTAL ET_NODISCARD Error step(); + + /// DEPRECATED: Use `step()` instead. + ET_DEPRECATED ET_NODISCARD Error experimental_step(); + + /** + * EXPERIMENTAL: Resets execution state to the start of the Method. For use + * with the `step()` API. + * + * @retval Error:Ok on success + * @retval Error::InvalidState if called before step-based execution reached + * the end of the Method. This means it is not possible to recover a + * Method that failed mid-execution. + */ + ET_EXPERIMENTAL ET_NODISCARD Error reset_execution(); + + /// DEPRECATED: Use `reset_execution()` instead. + ET_DEPRECATED ET_NODISCARD Error experimental_reset_execution(); + + /** + * Returns the MethodMeta that corresponds to the calling Method. + */ + MethodMeta method_meta() const; + + /** + * Returns the number of inputs the Method expects. + */ + size_t inputs_size() const; + + /** + * Returns the number of outputs the Method returns. + */ + size_t outputs_size() const; + + /** + * Retrieves the output at the specified index. + */ + const EValue &get_output(size_t i) const; + + EventTracer *get_event_tracer(); + + /// DEPRECATED: Use MethodMeta instead to access metadata, and set_input to + /// update Method inputs. + ET_DEPRECATED const EValue &get_input(size_t i) const; + /// DEPRECATED: Use MethodMeta instead to access metadata, and set_input to + /// update Method inputs. + ET_DEPRECATED EValue &mutable_input(size_t i); + /// DEPRECATED: Use MethodMeta instead to access metadata, and get_output to + /// retrieve Method outputs. + ET_DEPRECATED EValue &mutable_output(size_t i); + + ~Method(); + +private: + // Delete other rule-of-five methods. + Method(const Method &) = delete; + Method &operator=(const Method &) noexcept = delete; + Method &operator=(Method &&) = delete; + + // Let Program call load(). + friend class Program; + // Let Executor call the ctor and init(). + friend class Executor; + + enum class InitializationState : uint8_t { + Uninitialized, + Initialized, + InitializationFailed, + }; + + /// Tracks what step in program execution we are on + struct StepState { + size_t chain_idx; + size_t instr_idx; + }; + + Method(const Program *program, MemoryManager *memory_manager, + EventTracer *event_tracer, MemoryAllocator *temp_allocator) + : step_state_(), program_(program), memory_manager_(memory_manager), + temp_allocator_(temp_allocator), serialization_plan_(nullptr), + event_tracer_(event_tracer), n_value_(0), values_(nullptr), + n_delegate_(0), delegates_(nullptr), n_chains_(0), chains_(nullptr), + external_constants_(nullptr), n_external_constants_(0), + init_state_(InitializationState::Uninitialized) {} + + /// Static factory used by Program. + ET_NODISCARD static Result + load(executorch_flatbuffer::ExecutionPlan *s_plan, const Program *program, + MemoryManager *memory_manager, EventTracer *event_tracer, + const NamedDataMap *named_data_map); + + /** + * Initialize the method from its serialized representation. + * + * @returns Error::Ok on success, non-Ok on failure. + */ + ET_NODISCARD Error init(executorch_flatbuffer::ExecutionPlan *s_plan, + const NamedDataMap *named_data_map); + + /// Returns true if the Method was successfully initialized. + inline bool initialized() const { + return init_state_ == InitializationState::Initialized; + } + + const EValue &get_value(size_t i) const; + EValue &mutable_value(size_t i); + size_t get_input_index(size_t i) const; + size_t get_output_index(size_t i) const; + + // Executes a single instruction using the state in step_state_ + ET_NODISCARD Error execute_instruction(); + + StepState step_state_; + const Program *program_; + MemoryManager *memory_manager_; + MemoryAllocator *temp_allocator_; + executorch_flatbuffer::ExecutionPlan *serialization_plan_; + EventTracer *event_tracer_; + + size_t n_value_; + EValue *values_; + + size_t n_delegate_; + BackendDelegate *delegates_; + + size_t n_chains_; + Chain *chains_; + + NamedData *external_constants_; + size_t n_external_constants_ = 0; + + InitializationState init_state_; + + /** + * Counts the number of tensors marked as EXTERNAL in the flatbuffer + * for this method. + */ + ET_NODISCARD Result get_num_external_constants(); + + /** + * Parses the flatbuffer for constant tensors tagged as EXTERNAL. + * Retrieves the external constants using the named_data_map and places them + * into `external_constants_`. Updates `n_external_constants_` to count the + * number of successfully-initialized external constants. + * FreeableBuffers returned by the named_data_map are owned by the + * method and are freed on method destruction. + * + * @param[in] named_data_map, to retrieve external constants from. + * @returns Error::Ok on success, non-Ok on failure. + */ + ET_NODISCARD Error + parse_external_constants(const NamedDataMap *named_data_map); + + /** + * Parses the elements of the values_ array. On error, n_value_ will be set to + * the number of successfully-initialized entries so that ~Method doesn't try + * to clean up uninitialized entries. + */ + ET_NODISCARD Error parse_values(const NamedDataMap *named_data_map); + + ET_NODISCARD Error resolve_operator(int32_t op_index, OpFunction *kernels, + size_t kernel_index, InstructionArgs args, + size_t n_args); + + void log_outputs(); +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::Method; +} // namespace executor +} // namespace torch + +#ifdef __GNUC__ +#pragma GCC diagnostic pop +#endif diff --git a/third-party/include/executorch/runtime/executor/method_meta.h b/third-party/include/executorch/runtime/executor/method_meta.h new file mode 100644 index 000000000..f4a0c101e --- /dev/null +++ b/third-party/include/executorch/runtime/executor/method_meta.h @@ -0,0 +1,251 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include + +// Forward declare flatbuffer types. This is a public header and must not +// include the generated flatbuffer header. +namespace executorch_flatbuffer { +struct ExecutionPlan; +} // namespace executorch_flatbuffer + +namespace executorch { +namespace runtime { + +/** + * Metadata about a specific tensor of an ExecuTorch Program. + * + * The program used to create the MethodMeta object that created this + * TensorInfo must outlive this TensorInfo. + */ +class TensorInfo final { +public: + TensorInfo() = delete; + TensorInfo(const TensorInfo &) = default; + TensorInfo(TensorInfo &&) = default; + TensorInfo &operator=(const TensorInfo &) = default; + TensorInfo &operator=(TensorInfo &&other) = default; + ~TensorInfo() = default; + + /** + * Returns the sizes of the tensor. + */ + Span sizes() const; + + /** + * Returns the dim order of the tensor. + */ + Span dim_order() const; + + /** + * Returns the scalar type of the input/output. + */ + executorch::aten::ScalarType scalar_type() const; + + /** + * Returns whether the tensor's memory was planned during export. + */ + bool is_memory_planned() const; + + /** + * Returns the size of the tensor in bytes. + */ + size_t nbytes() const; + +private: + // Let MethodMeta create TensorInfo. + friend class MethodMeta; + + TensorInfo(Span sizes, Span dim_order, + executorch::aten::ScalarType scalar_type, + const bool is_memory_planned); + + /** + * The sizes of the tensor. + * + * NOTE: References data from the Program, so the Program must outlive the + * TensorInfo. + */ + Span sizes_; + + /** + * The dim order of the tensor. + * + * NOTE: References data from the Program, so the Program must outlive the + * TensorInfo. + */ + Span dim_order_; + + /// The scalar type of the tensor. + executorch::aten::ScalarType scalar_type_; + + /// Whether the tensor's memory was planned during export. + bool is_memory_planned_; + + /// The size in bytes of the tensor. + size_t nbytes_; +}; + +/** + * Describes a a method in an ExecuTorch program. + * + * The program used to create a MethodMeta object must outlive the MethodMeta. + * It is separate from Method so that this information can be accessed without + * paying the initialization cost of loading the full Method. + */ +class MethodMeta final { +public: + MethodMeta() = delete; + MethodMeta(const MethodMeta &) = default; + MethodMeta(MethodMeta &&) = default; + MethodMeta &operator=(const MethodMeta &) = default; + MethodMeta &operator=(MethodMeta &&other) = default; + ~MethodMeta() = default; + + /** + * Get the name of this method. + * + * @returns The method name. + */ + const char *name() const; + + /** + * Get the number of inputs to this method. + * + * @returns The number of inputs. + */ + size_t num_inputs() const; + + /** + * Get the tag of the specified input. + * + * @param[in] index The index of the input to look up. + * @returns The tag of input, can only be [Tensor, Int, Bool, Double, String]. + */ + Result input_tag(size_t index) const; + + /** + * Get metadata about the specified input. + * + * @param[in] index The index of the input to look up. + * @returns The metadata on success, or an error on failure. Only valid for + * tag::Tensor + */ + Result input_tensor_meta(size_t index) const; + + /** + * Get the number of outputs to this method. + * + * @returns The number of outputs. + */ + size_t num_outputs() const; + + /** + * Get the tag of the specified output. + * + * @param[in] index The index of the output to look up. + * @returns The tag of output, can only be [Tensor, Int, Bool, Double, + * String]. + */ + Result output_tag(size_t index) const; + + /** + * Get metadata about the specified output. + * + * @param[in] index The index of the output to look up. + * @returns The metadata on success, or an error on failure. Only valid for + * tag::Tensor + */ + Result output_tensor_meta(size_t index) const; + + /** + * Get the number of memory-planned buffers this method requires. + * + * @returns The number of memory-planned buffers. + */ + size_t num_memory_planned_buffers() const; + + /** + * Get the size in bytes of the specified memory-planned buffer. + * + * @param[in] index The index of the buffer to look up. + * @returns The size in bytes on success, or an error on failure. + */ + Result memory_planned_buffer_size(size_t index) const; + + /** + * Check to see if a backend is used in this method. + * + * @param[in] backend_name The name of the backend to search for. + * @returns true if a backend is used in this method, otherwise false. + */ + bool uses_backend(const char *backend_name) const; + + /** + * Get the number of backends used in this method. + * + * @returns The total number of backend names. + */ + size_t num_backends() const; + + /** + * Get the backend name at the given index. + * + * @param[in] index The index of the backend name. + * @returns A Result wrapping the backend name as a C-style string + * on success, or an error if the index is invalid. + */ + Result get_backend_name(size_t index) const; + + /** + * Get the number of instructions in this method. + * + * @returns The number of instructions. + */ + ET_EXPERIMENTAL size_t num_instructions() const; + + /** + * DEPRECATED: Use num_memory_planned_buffers() instead. + */ + ET_DEPRECATED size_t num_non_const_buffers() const { + return num_memory_planned_buffers(); + } + + /** + * DEPRECATED: Use memory_planned_buffer_size() instead. + */ + Result non_const_buffer_size(size_t index) const { + return memory_planned_buffer_size(index); + } + +private: + // Let Program create MethodMeta. + friend class Program; + + explicit MethodMeta(const executorch_flatbuffer::ExecutionPlan *s_plan); + + /// Source of truth for method information + const executorch_flatbuffer::ExecutionPlan *s_plan_; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::MethodMeta; +using ::executorch::runtime::TensorInfo; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/executor/program.h b/third-party/include/executorch/runtime/executor/program.h new file mode 100644 index 000000000..9e1a447c1 --- /dev/null +++ b/third-party/include/executorch/runtime/executor/program.h @@ -0,0 +1,320 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#ifdef __GNUC__ +// Disable -Wdeprecated-declarations, as some builds use 'Werror'. +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wdeprecated-declarations" +#endif + +#include +#include +#include + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +// Forward declare flatbuffer types. This is a public header and must not +// include the generated flatbuffer header. +namespace executorch_flatbuffer { +struct Program; +} // namespace executorch_flatbuffer + +namespace executorch { +namespace runtime { + +namespace testing { +// Provides test access to private Program methods. +class ProgramTestFriend; +} // namespace testing + +namespace deserialization { +// Provides Tensor deserializaiton access to private Program methods. +class TensorParser; +} // namespace deserialization + +/** + * A deserialized ExecuTorch program binary. + */ +class Program final { +public: + /** + * Types of validation that the Program can do before parsing the data. + */ + enum class Verification : uint8_t { + /** + * Do minimal verification of the data, ensuring that the header appears + * correct. + * + * Has minimal runtime overhead. + */ + Minimal, + /** + * Do full verification of the data, ensuring that internal pointers are + * self-consistent and that the data has not been truncated or obviously + * corrupted. May not catch all types of corruption, but should guard + * against illegal memory operations during parsing. + * + * Will have higher runtime overhead, scaling with the complexity of the + * proram data. + */ + InternalConsistency, + }; + + /** + * Loads a Program from the provided loader. The Program will hold a pointer + * to the loader, which must outlive the returned Program instance. + * + * @param[in] loader The source to load program data from. The Program will + * hold a pointer to this loader, which must outlive the returned Program + * instance. + * @param[in] verification The type of verification to do before returning + * success. + */ + ET_NODISCARD static Result + load(DataLoader *loader, Verification verification = Verification::Minimal); + + /// DEPRECATED: Use the lowercase `load()` instead. + ET_DEPRECATED ET_NODISCARD static Result + Load(DataLoader *loader, Verification verification = Verification::Minimal) { + return load(loader, verification); + } + + // Movable, to be compatible with Result. + Program(Program &&) noexcept = default; + ~Program() = default; + + /** + * Get the constant buffer inside Program with index buffer_idx. + * @param[in] buffer_idx the index of the buffer in the constant_buffer. + * @param[in] nbytes the number of bytes to read from the buffer. + * @return The buffer with corresponding index. + */ + Result get_constant_buffer_data(size_t buffer_idx, + size_t nbytes) const; + + /** + * Get the named data map from the program. + * @return The named data map. + */ + Result get_named_data_map() const; + + /** + * Returns the number of methods in the program. + */ + size_t num_methods() const; + + /** + * Returns the name of the method at particular index. + * + * @param[in] method_index The index of the method name to retrieve. Must be + * less than the value returned by `num_methods()`. + * + * @returns The name of the requested method. The pointer is owned by the + * Program, and has the same lifetime as the Program. + */ + Result get_method_name(size_t method_index) const; + + /** + * Loads the named method and prepares it for execution. + * + * @param[in] method_name The name of the method to load. + * @param[in] memory_manager The allocators to use during initialization and + * execution of the loaded method. If `memory_manager.temp_allocator()` is + * null, the runtime will allocate temp memory using `et_pal_allocate()`. + * @param[in] event_tracer The event tracer to use for this method run. + * @param[in] named_data_map An optional map of {name, blob} used to resolve + * data that is external to the PTE, if any. + * + * @returns The loaded method on success, or an error on failure. + */ + Result + load_method(const char *method_name, MemoryManager *memory_manager, + EventTracer *event_tracer = nullptr, + const NamedDataMap *named_data_map = nullptr) const; + + /** + * Gathers metadata for the named method. + * + * @param[in] method_name The name of the method to get metadata for. + */ + Result method_meta(const char *method_name) const; + + /** + * DEPRECATED: Get the pytree encoding string for the output. Deprecated as + * this functionality will eventually move out of the core program into a + * higher level structure, but that does not exist at this time. + * @param[in] method_name The name of the method to get the encoding for. + * + * @return The pytree encoding string for the output + */ + ET_DEPRECATED Result + get_output_flattening_encoding(const char *method_name = "forward") const; + + /** + * Describes the presence of an ExecuTorch program header. + */ + enum HeaderStatus { + /** + * An ExecuTorch program header is present, and its version is compatible + * with this version of the runtime. + */ + CompatibleVersion, + + /** + * An ExecuTorch program header is present, but its version is not + * compatible with this version of the runtime. + */ + IncompatibleVersion, + + /** + * An ExecuTorch program header is not present. + */ + NotPresent, + + /** + * The data provided was too short to find the program header. + */ + ShortData, + }; + + /** + * The minimum number of bytes necessary for calls to `check_header`. + */ + static constexpr size_t kMinHeadBytes = 64; + + /** + * Looks for an ExecuTorch program header in the provided data. + * + * @param[in] data The data from the beginning of a file that might contain + * an ExecuTorch program. + * @param[in] size The size of `data` in bytes. Must be >= `kMinHeadBytes`. + * + * @returns A value describing the presence of a header in the data. + */ + static HeaderStatus check_header(const void *data, size_t size); + +private: + // Let some classes call these private methods. + friend class BackendDelegate; + friend class Executor; + friend class Method; + friend class deserialization::TensorParser; + friend class testing::ProgramTestFriend; + + const executorch_flatbuffer::Program *get_internal_program() const { + return internal_program_; + } + + // Used by Method to look up entries in the delegate data table. + Error get_backend_delegate_data(size_t index, const void **out_data, + size_t *out_size) const; + + /** + * Loads a segment by index. + * + * @param[in] segment_info Struct containing an index to load from the + * Program.segments list. The other fields of the struct, such as + * `segment_type` and `descriptor`, need to also be correct. + * + * @returns The data as a FreeableBuffer, if the index is valid. + * @retval Error::NotFound The program does not contain any segments or the + * index is out of range. + * @returns Other errors depending on the implementation of + * DataLoader: The Program.segment table is inconsistent, or the + * data cannot be accessed. + */ + ET_NODISCARD Result + LoadSegment(const DataLoader::SegmentInfo &segment_info) const; + + /** + * Loads a portion of a mutable segment into the provided buffer. + * + * @param[in] mutable_data_segments_index The index into the + * mutable_data_segments_array. + * @param[in] offset_index The index into the segment's offsets array. + * @param[in] size The number of bytes to load. + * @param[in] buffer The buffer to load data into. Must point to at least + * `size` bytes of memory. + * + * @returns An error code on if the load was successful. + * @retval Error::Ok The load was successful. + * @retval Error::NotFound The program does not contain any segments or the + * indices are out of range. + * @returns Other errors depending on the implementation of + * DataLoader: The Program.segment table is inconsistent, or the + * data cannot be accessed. + */ + ET_NODISCARD Error load_mutable_subsegment_into( + size_t mutable_data_segments_index, size_t offset_index, size_t size, + void *buffer) const; + +private: + Program(DataLoader *loader, size_t segment_base_offset, + FreeableBuffer &&program_data, + const executorch_flatbuffer::Program *internal_program, + FreeableBuffer &&constant_segment_data, + std::optional &&pte_data_map) + : program_data_(std::move(program_data)), + // Don't need the loader if there are no segments. + loader_(segment_base_offset > 0 ? loader : nullptr), + internal_program_(internal_program), + segment_base_offset_(segment_base_offset), + constant_segment_data_(std::move(constant_segment_data)), + pte_data_map_(std::move(pte_data_map)) {} + + // Not copyable or assignable. + Program(const Program &rhs) = delete; + Program &operator=(Program &&rhs) noexcept = delete; + Program &operator=(const Program &rhs) = delete; + + /// The serialized program data. Tensors will point directly into this buffer. + FreeableBuffer program_data_; + + /// Used to load segment data. Null if there are no segments. + DataLoader *loader_; + + /// The flatbuffer representation of the program. Must not be exposed to + /// users. + const executorch_flatbuffer::Program *internal_program_; + + /// The offset to the first segment, in bytes. If zero, no segments should + /// be present in internal_program_. + size_t segment_base_offset_; + + /// Constant segment data. + FreeableBuffer constant_segment_data_; + + /// NamedDataMap holding named data from the program. + std::optional pte_data_map_; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::Program; +} // namespace executor +} // namespace torch + +#ifdef __GNUC__ +#pragma GCC diagnostic pop +#endif diff --git a/third-party/include/executorch/runtime/executor/pte_data_map.h b/third-party/include/executorch/runtime/executor/pte_data_map.h new file mode 100644 index 000000000..63fb65bca --- /dev/null +++ b/third-party/include/executorch/runtime/executor/pte_data_map.h @@ -0,0 +1,144 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include + +// Forward declare flatbuffer types. This is a public header and must not +// include the generated flatbuffer header. +namespace executorch_flatbuffer { +struct NamedData; +struct DataSegment; +} // namespace executorch_flatbuffer + +namespace flatbuffers { +template struct Offset; +} // namespace flatbuffers + +// @lint-ignore CLANGTIDY facebook-modularize-issue-check +#if EXECUTORCH_INTERNAL_FLATBUFFERS == 1 +// TODO(T216992074): update internal flatbuffers (v1.12) to match OSS (v24.3.5). +namespace flatbuffers { +template class Vector; +using FlatbufferNamedData = + flatbuffers::Vector>; +using FlatbufferDataSegment = flatbuffers::Vector< + flatbuffers::Offset>; +} // namespace flatbuffers +#else +namespace flatbuffers { +template class Vector; +using FlatbufferNamedData = + flatbuffers::Vector, + uint32_t>; +using FlatbufferDataSegment = + flatbuffers::Vector, + uint32_t>; +} // namespace flatbuffers +#endif + +namespace executorch { +namespace runtime { +namespace internal { + +/** + * A NamedDataMap implementation for Flatbuffer-serialized named data + * originating from a PTE file. + */ +class PteDataMap final : public NamedDataMap { +public: + /** + * Creates a new DataMap that wraps named_data from the PTE file. + * + * @param[in] loader The DataLoader that accesses the PTE file. + * Note: the loader must outlive the PteDataMap instance. + * @param[in] segment_base_offset The offset to the first segment in the PTE + * file, in bytes. + * @param[in] named_data The named_data from the PTE file. Note: the pointer + * passed here must outlive the PteDataMap instance. + * @param[in] segments The segments from the PTE file. Note: the pointer + * passed here must outlive the PteDataMap instance. + */ + static Result + create(DataLoader *loader, size_t segment_base_offset, + const flatbuffers::FlatbufferNamedData *named_data, + const flatbuffers::FlatbufferDataSegment *segments); + + /** + * The PteDataMap currently only handles opaque data that does not contain + * tensor-specific metadata. + */ + ET_NODISCARD + Result + get_metadata(ET_UNUSED const char *key) const override { + return Error::NotImplemented; + } + + /** + * Retrieve read-only data for the specified key. + * + * @param[in] key The name of the blob to get data on. + * + * @return error if the key is not present or data cannot be loaded. + */ + ET_NODISCARD + Result get_data(const char *key) const override; + + /** + * The PteDataMap currently does not implement load_into. + */ + ET_NODISCARD Error load_data_into(ET_UNUSED const char *key, + ET_UNUSED void *buffer, + ET_UNUSED size_t size) const override { + return Error::NotImplemented; + } + + /** + * @returns The number of keys in the map. + */ + ET_NODISCARD Result get_num_keys() const override; + + /** + * @returns The key at the specified index, error if index out of bounds. + */ + ET_NODISCARD Result get_key(size_t index) const override; + + // Moveable, to be compatible with Result. + PteDataMap(PteDataMap &&) noexcept = default; + ~PteDataMap() override = default; + +private: + PteDataMap(DataLoader *loader, size_t segment_base_offset, + const flatbuffers::FlatbufferNamedData *named_data, + const flatbuffers::FlatbufferDataSegment *segments) + : loader_(loader), segment_base_offset_(segment_base_offset), + named_data_(named_data), segments_(segments) {} + + // Not copyable or assignable. + PteDataMap(const PteDataMap &rhs) = delete; + PteDataMap &operator=(PteDataMap &&rhs) noexcept = delete; + PteDataMap &operator=(const PteDataMap &rhs) = delete; + + // Data loader, used to load segment data. + DataLoader *loader_; + + // The offset to the first segment in the PTE file, in bytes. + size_t segment_base_offset_; + + // Named data, containing name and segment index. + const flatbuffers::FlatbufferNamedData *named_data_; + + // Segments, to retrieve offset and size for the loader. + const flatbuffers::FlatbufferDataSegment *segments_; +}; + +} // namespace internal +} // namespace runtime +} // namespace executorch diff --git a/third-party/include/executorch/runtime/executor/tensor_parser.h b/third-party/include/executorch/runtime/executor/tensor_parser.h new file mode 100644 index 000000000..1d0df38d6 --- /dev/null +++ b/third-party/include/executorch/runtime/executor/tensor_parser.h @@ -0,0 +1,156 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#ifdef __GNUC__ +// Disable -Wdeprecated-declarations, as some builds use 'Werror'. +#pragma GCC diagnostic push +#pragma GCC diagnostic ignored "-Wdeprecated-declarations" +#endif + +#include +#include +#include +#include +#include + +namespace executorch { +namespace runtime { +namespace deserialization { + +/// Data structure to hold key and data buffer for external data used +/// in a method. +struct NamedData { + const char *key; + FreeableBuffer buffer; +}; + +NamedData *get_data_by_key(const char *key, Span entries); + +ET_NODISCARD Result +parseTensor(const Program *program, MemoryManager *memory_manager, + const executorch_flatbuffer::Tensor *s_tensor, + const NamedDataMap *named_data_map = nullptr, + Span external_constants = {}); + +ET_NODISCARD Result> +parseTensorList(const flatbuffers::Vector *tensor_indices, + EValue *values, size_t values_len, + MemoryManager *memory_manager); + +// Checks that the sizes, dim_order and scalar_type match between tensors +// stored in the PTE and externally. +ET_NODISCARD Error +validateTensorLayout(const executorch_flatbuffer::Tensor *s_tensor, + const TensorLayout &expected_layout); + +// Deserializes a List of optional type. The code here is the same between all +// list of optionals: list of optional Tensor, list of optional float etc, so we +// just use a template to avoid boilerplate. +template +ET_NODISCARD Result>> +parseListOptionalType(const flatbuffers::Vector *value_indices, + EValue *values, size_t values_len, + MemoryManager *memory_manager) { + auto *evalp_list = memory_manager->method_allocator()->allocateList( + value_indices->size()); + if (evalp_list == nullptr) { + return Error::MemoryAllocationFailed; + } + + auto *optional_tensor_list = + memory_manager->method_allocator() + ->allocateList>(value_indices->size()); + if (optional_tensor_list == nullptr) { + return Error::MemoryAllocationFailed; + } + + size_t output_idx = 0; + // For each index look up the corresponding EValue (which has been + // already allocated) and stick it in the list. + for (int32_t index : *value_indices) { + // Lists of objects are stored in fbb as list[int] where the ints are + // indices into values. Currently serialization is deciding if they want to + // put -1 for serialized None type indices, or give us a valid index to a + // serialized None. We support either for now. + // Placement new as the list elements are not initialized, so calling + // copy assignment is not defined if its non trivial. + if (index == -1) { + new (&optional_tensor_list[output_idx]) + executorch::aten::optional(executorch::aten::nullopt); + // no value to point to. BoxedEvalueList for optional tensor will convert + // this to nullopt. + // TODO(T161156879): do something less hacky here. + evalp_list[output_idx] = nullptr; + } else { + ET_CHECK_OR_RETURN_ERROR( + index >= 0 && static_cast(index) < values_len, InvalidProgram, + "Invalid value index %" PRId32 " for ListOptional", index); + new (&optional_tensor_list[output_idx]) + executorch::aten::optional(values[index].toOptional()); + evalp_list[output_idx] = &values[static_cast(index)]; + } + output_idx++; + } + return BoxedEvalueList>( + evalp_list, optional_tensor_list, value_indices->size()); +} + +/** + * Returns the appropriate data pointer for `s_tensor`. + * + * Overall, a Tensor is either constant or non-constant, except we differentiate + * 2 special variants of non-constant Tensor ("input" and control-flow + * "placeholder") as a special optimization to avoid holding unnecessary + * AllocationDetails. Thus, s_tensor can be configured as 1 of 3 options: + * - constant_buffer > 0, allocation_info = Null: Constant Tensor. + * - constant_buffer = 0, allocation_info = Non Null: Non-constant Tensor. + * - constant_buffer = 0, allocation_info = Null: Input/placeholder Tensor. + * + * @param[in] s_tensor The tensor to find the data pointer for. + * @param[in] program The Program to use for constant buffer data. + * @param[in] nbytes The amount of memory to get from the allocator. + * @param[in] allocator The source of memory for non-constant tensors. + * @param[in] named_data_map An optional map of {name, blob} used to resolve + * data that is mutable and external to the PTE, if any. + * @param[in] external_constants An optional span containing tensor fqn to + * corresponding tensor data. Used to resolve data that is constant and + * external to the PTE, if any. Referencing data from external_constants is + * safe, as it has the same lifetime as the method. + * + * @returns On success, the data pointer to use for the tensor. On failure, a + * non-Ok Error. + */ +ET_NODISCARD Result +getTensorDataPtr(const executorch_flatbuffer::Tensor *s_tensor, + const Program *program, size_t nbytes, + HierarchicalAllocator *allocator, + const NamedDataMap *named_data_map = nullptr, + Span external_constants = {}); + +} // namespace deserialization +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +namespace deserialization { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::deserialization::getTensorDataPtr; +using ::executorch::runtime::deserialization::parseListOptionalType; +using ::executorch::runtime::deserialization::parseTensor; +using ::executorch::runtime::deserialization::parseTensorList; +} // namespace deserialization +} // namespace executor +} // namespace torch + +#ifdef __GNUC__ +#pragma GCC diagnostic pop +#endif diff --git a/third-party/include/executorch/runtime/kernel/kernel_runtime_context.h b/third-party/include/executorch/runtime/kernel/kernel_runtime_context.h new file mode 100644 index 000000000..04e00e2b8 --- /dev/null +++ b/third-party/include/executorch/runtime/kernel/kernel_runtime_context.h @@ -0,0 +1,122 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include +#include +#include + +namespace executorch { +namespace runtime { + +/** + * Runtime state and functionality for kernel implementations. + * + * NOTE: Will not be passed to operators if running in ATen mode as those + * operators do not expect to receive a KernelRuntimeContext argument. + */ +class KernelRuntimeContext { +public: + /** + * Construct a new kernel runtime context. + * + * KernelRuntimeContext does not take ownership + * of these pointers, so they must outlive the context instance. + * + * @param[in] event_tracer The optional EventTracer to use for + * profiling/debugging + * @param[in] temp_allocator The optional MemoryAllocator used to allocate + * temporary memory for the kernel. If not provided, an error will be + * returned when calling allocate_temp. + */ + KernelRuntimeContext(EventTracer *event_tracer = nullptr, + MemoryAllocator *temp_allocator = nullptr) + : event_tracer_(event_tracer), temp_allocator_(temp_allocator) {} + /** + * Tells the runtime that the kernel call has failed. Prefer this over + * ET_CHECK_*(), which fatally panics the process/system. + * + * If this is not called, the runtime will treat the kernel call as + * successful. + * + * This unusual error-propagation path is required because kernel signatures + * do not have a natural way to return errors directly. They are generally + * compatible with core PyTorch ATen kernel signatures, which use exceptions + * to report errors. But, ExecuTorch does not use exceptions. + */ + void fail(Error error) { failure_state_ = error; } + + /// Returns the current failure state. + ET_NODISCARD Error failure_state() const { return failure_state_; } + + /** + * INTERNAL ONLY + * + * Returns a pointer to an instance of EventTracer to do profiling/debugging + * logging inside the codegen layer. This is only for internal usage inside + * the codegen layer and users should not be accessing this. + */ + EventTracer *internal_event_tracer() { return event_tracer_; } + + /** + * Allocates temporary memory that will be freed when the kernel returns. This + * returns a pointer to the allocated memory or an error if the allocation + * fails. + * + * @param[in] size Number of bytes to allocate. + * @param[in] alignment Minimum alignment for the returned pointer. Must be a + * power of 2. + * + * @returns A result object containing either a pointer to the allocated + * memory or an error to indicate failure + */ + Result + allocate_temp(size_t size, + size_t alignment = MemoryAllocator::kDefaultAlignment) { + ET_CHECK_OR_RETURN_ERROR(temp_allocator_ != nullptr, NotFound, + "No temp allocator provided"); + void *temp_memory = temp_allocator_->allocate(size, alignment); + ET_CHECK_OR_RETURN_ERROR( + temp_memory != nullptr, MemoryAllocationFailed, + "Failed to allocate temp memory. Bytes requested: %zu", size); + return temp_memory; + } + + // TODO(T147221312): Add a way to resize a tensor. + +private: + EventTracer *event_tracer_ = nullptr; + MemoryAllocator *temp_allocator_ = nullptr; + Error failure_state_ = Error::Ok; +}; + +} // namespace runtime +} // namespace executorch + +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +namespace torch { +namespace executor { +/// DEPRECATED: Use ::executorch::runtime::KernelRuntimeContext instead. +using ::executorch::runtime::KernelRuntimeContext; +/// DEPRECATED: Use ::executorch::runtime::KernelRuntimeContext instead. +using RuntimeContext = ::executorch::runtime::KernelRuntimeContext; +} // namespace executor +} // namespace torch +namespace executorch { +namespace aten { +/// DEPRECATED: Use ::executorch::runtime::KernelRuntimeContext instead. +using RuntimeContext = ::executorch::runtime::KernelRuntimeContext; +} // namespace aten +} // namespace executorch +// DEPRECATED: The executorch::aten:: namespace is deprecated. Use +// executorch::aten:: instead. +namespace exec_aten = ::executorch::aten; diff --git a/third-party/include/executorch/runtime/kernel/operator_registry.h b/third-party/include/executorch/runtime/kernel/operator_registry.h new file mode 100644 index 000000000..92a750419 --- /dev/null +++ b/third-party/include/executorch/runtime/kernel/operator_registry.h @@ -0,0 +1,278 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +#include +#include +#include +#include +#include +#include +#include +#include + +// Debug switch for operator registry +#if defined(ET_OP_REGISTRY_DEBUG) +#include +#endif + +#define ET_LOG_KERNEL_KEY(k) \ + ET_LOG(Info, "key: %s, is_fallback: %s", k.data(), \ + k.is_fallback() ? "true" : "false"); +#define ET_LOG_TENSOR_META(meta_list) \ + for (const auto &meta : meta_list) { \ + ET_LOG(Info, "dtype: %d | dim order: [", int(meta.dtype_)); \ + for (size_t i = 0; i < meta.dim_order_.size(); i++) { \ + ET_LOG(Info, "%d,", static_cast(meta.dim_order_[i])); \ + } \ + ET_LOG(Info, "]"); \ + } + +namespace executorch { +namespace runtime { + +class KernelRuntimeContext; // Forward declaration +using OpFunction = void (*)(KernelRuntimeContext &, EValue **); + +/** + * Dtype and dim order metadata for a Tensor argument to an operator. + * Used by the Executor to hold the tensor metadata info and retrieve kernel. + */ +struct TensorMeta { + executorch::aten::ScalarType dtype_; + Span dim_order_; + + TensorMeta() = default; + TensorMeta(executorch::aten::ScalarType dtype, + Span order) + : dtype_(dtype), dim_order_(order) {} + + bool operator==(const TensorMeta &other) const { return this->equals(other); } + + bool operator!=(const TensorMeta &other) const { + return !this->equals(other); + } + + bool equals(const TensorMeta &other) const { + if (dtype_ != other.dtype_) { + return false; + } + if (dim_order_.size() != other.dim_order_.size()) { + return false; + } + for (size_t i = 0; i < dim_order_.size(); i++) { + if (dim_order_[i] != other.dim_order_[i]) { + return false; + } + } + return true; + } + +#if defined(ET_OP_REGISTRY_DEBUG) + friend std::ostream &operator<<(std::ostream &os, const TensorMeta &meta) { + os << "dtype: " << int(meta.dtype_) << " | dim order: ["; + for (int i = 0; i < meta.dim_order_.size(); i++) { + os << static_cast(meta.dim_order_[i]) << ", "; + } + os << "]"; + return os; + } +#endif +}; + +/** + * Describes which dtype & dim order specialized kernel to be bound to an + * operator. + * + * Kernel key data is a string with the format: + * + * "v/|..." + * + * The version is v1 for now. If the kernel key format changes, update the + * version to avoid breaking pre-existing kernel keys. + * + * Each tensor_meta has the following format: ";" + * + * Example kernel key data: "v1/7;0,1,2,3|1;0,1,2,3,4,5,6,7" + * + * This has two tensors: the first with dtype=7 and dim order 0,1,2,3, and the + * second with dtype=1 and dim order 0,1,2,3,4,5,6,7. + * + * IMPORTANT: + * Users should not construct a kernel key manually. Instead, it should be + * generated from kernel yaml. + */ +struct KernelKey { +public: + /** + * Creates a fallback (non-specialized) kernel key: this kernel can be used + * for all input tensor dtypes and dim orders if the specialized kernel is not + * registered. + */ + KernelKey() : is_fallback_(true) {} + + /** + * Creates a specialized (non-fallback) kernel key that matches a specific + * set of input tensor dtypes and dim orders. See the class comment for the + * expected format of `kernel_key_data`. + */ + /* implicit */ KernelKey(const char *kernel_key_data) + : kernel_key_data_(kernel_key_data), is_fallback_(false) {} + + bool operator==(const KernelKey &other) const { return this->equals(other); } + + bool operator!=(const KernelKey &other) const { return !this->equals(other); } + + bool equals(const KernelKey &other) const { + if (is_fallback_ != other.is_fallback_) { + return false; + } + if (is_fallback_) { + return true; + } + return strcmp(kernel_key_data_, other.kernel_key_data_) == 0; + } + + bool is_fallback() const { return is_fallback_; } + + const char *data() const { return kernel_key_data_; } + +#if defined(ET_OP_REGISTRY_DEBUG) + friend std::ostream &operator<<(std::ostream &os, const KernelKey &key) { + os << key.kernel_key_data_ << std::endl; + return os; + } +#endif + +private: + const char *kernel_key_data_ = nullptr; + bool is_fallback_; +}; + +/** + * Struct that bundles a kernel key, a function and an op name together. An + * `Operator` may have more than one `Kernel` (maximum kMaxNumOfKernelPerOp) and + * they should have the same op name and different kernel key. A "fallback" + * kernel may or may not live in an `Operator`. + */ +struct Kernel { + const char *name_; + // String representation of kernel key, with the same format as + // KernelKey.to_string_representation() + // Data is not owned by the Kernel struct. + KernelKey kernel_key_; + OpFunction op_; + /** + * We are doing a copy of the string pointer instead of duplicating the string + * itself, we require the lifetime of the operator name to be at least as long + * as the operator registry. + */ + explicit Kernel(const char *name, OpFunction func) : name_(name), op_(func) {} + + explicit Kernel(const char *name, KernelKey key, OpFunction func) + : name_(name), kernel_key_(key), op_(func) {} + + Kernel() {} +}; + +namespace internal { + +/** + * A make_kernel_key_string buffer size that is large enough to hold a kernel + * key string with 16 tensors of 16 dimensions, plus the trailing NUL byte. + */ +constexpr size_t kKernelKeyBufSize = 659; + +/** + * Given the list of input tensor dtypes + dim orders, writes the kernel key + * string into the buffer. Returns an error if the buffer is too small or if the + * tensors cannot be represented as a valid key string. + */ +Error make_kernel_key_string(Span key, char *buf, + size_t buf_size); + +} // namespace internal + +/** + * Checks whether an operator exists with a given name and TensorMeta list. When + * TensorMeta is empty, it means this op does not have specialized kernels, so + * it checks whether it has any fallback kernels. + */ +bool registry_has_op_function(const char *name, + Span meta_list = {}); + +/** + * Returns the operator with a given name and TensorMeta list, if present. + */ +::executorch::runtime::Result +get_op_function_from_registry(const char *name, + Span meta_list = {}); + +/** + * Returns all registered kernels. + */ +Span get_registered_kernels(); + +/** + * Registers the provided kernels. + * + * @param[in] kernels Kernel objects to register. + * @retval Error::Ok always. Panics on error. This function needs to return a + * non-void type to run at static initialization time. + */ +ET_NODISCARD Error register_kernels(const Span); + +/** + * Registers a single kernel. + * + * @param[in] kernel Kernel object to register. + * @retval Error::Ok always. Panics on error. This function needs to return a + * non-void type to run at static initialization time. + */ +ET_NODISCARD inline Error register_kernel(const Kernel &kernel) { + return register_kernels({&kernel, 1}); +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::Kernel; +using ::executorch::runtime::KernelKey; +using ::executorch::runtime::KernelRuntimeContext; +using ::executorch::runtime::OpFunction; +using ::executorch::runtime::TensorMeta; +using KernelRuntimeContext = ::executorch::runtime::KernelRuntimeContext; + +inline ::executorch::runtime::Error register_kernels(ArrayRef kernels) { + return ::executorch::runtime::register_kernels( + {kernels.data(), kernels.size()}); +} +inline OpFunction getOpsFn(const char *name, + ArrayRef meta_list = {}) { + auto result = ::executorch::runtime::get_op_function_from_registry( + name, {meta_list.data(), meta_list.size()}); + ET_CHECK(result.ok()); // get_op_function_from_registry() logs details. + return *result; +} +inline bool hasOpsFn(const char *name, ArrayRef meta_list = {}) { + return ::executorch::runtime::registry_has_op_function( + name, {meta_list.data(), meta_list.size()}); +} +inline ArrayRef get_kernels() { + Span kernels = ::executorch::runtime::get_registered_kernels(); + return ArrayRef(kernels.data(), kernels.size()); +} +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/platform/abort.h b/third-party/include/executorch/runtime/platform/abort.h new file mode 100644 index 000000000..ae1a761aa --- /dev/null +++ b/third-party/include/executorch/runtime/platform/abort.h @@ -0,0 +1,36 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * ExecuTorch global abort wrapper function. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { + +/** + * Trigger the ExecuTorch global runtime to immediately exit without cleaning + * up, and set an abnormal exit status (platform-defined). + */ +ET_NORETURN void runtime_abort(); + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::runtime_abort; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/platform/assert.h b/third-party/include/executorch/runtime/platform/assert.h new file mode 100644 index 000000000..14ec27069 --- /dev/null +++ b/third-party/include/executorch/runtime/platform/assert.h @@ -0,0 +1,119 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include + +/** + * Assertion failure message emit method. + * + * @param[in] _format Printf-style message format string. + * @param[in] ... Format string arguments. + */ +#define ET_ASSERT_MESSAGE_EMIT(_format, ...) \ + ET_LOG(Fatal, "In function %s(), assert failed" _format, ET_FUNCTION, \ + ##__VA_ARGS__) + +/** + * Abort the runtime if the condition is not true. + * This check will be performed even in release builds. + * + * @param[in] _cond Condition asserted as true. + * @param[in] _format Printf-style message format string. + * @param[in] ... Format string arguments. + */ +#define ET_CHECK_MSG(_cond, _format, ...) \ + do { \ + if ET_UNLIKELY (!(_cond)) { \ + ET_ASSERT_MESSAGE_EMIT(" (%s): " _format, #_cond, ##__VA_ARGS__); \ + ::executorch::runtime::runtime_abort(); \ + } \ + } while (0) + +/** + * Abort the runtime if the condition is not true. + * This check will be performed even in release builds. + * + * @param[in] _cond Condition asserted as true. + */ +#define ET_CHECK(_cond) \ + do { \ + if ET_UNLIKELY (!(_cond)) { \ + ET_ASSERT_MESSAGE_EMIT(": %s", #_cond); \ + ::executorch::runtime::runtime_abort(); \ + } \ + } while (0) + +#ifdef NDEBUG + +/** + * Abort the runtime if the condition is not true. + * This check will be performed in debug builds, but not release builds. + * + * @param[in] _cond Condition asserted as true. + * @param[in] _format Printf-style message format string. + * @param[in] ... Format string arguments. + */ +#define ET_DCHECK_MSG(_cond, _format, ...) ((void)0) + +/** + * Abort the runtime if the condition is not true. + * This check will be performed in debug builds, but not release builds. + * + * @param[in] _cond Condition asserted as true. + */ +#define ET_DCHECK(_cond) ((void)0) +#define ET_DEBUG_ONLY [[maybe_unused]] + +#else // NDEBUG + +/** + * Abort the runtime if the condition is not true. + * This check will be performed in debug builds, but not release builds. + * + * @param[in] _cond Condition asserted as true. + * @param[in] _format Printf-style message format string. + * @param[in] ... Format string arguments. + */ +#define ET_DCHECK_MSG(_cond, _format, ...) \ + ET_CHECK_MSG(_cond, _format, ##__VA_ARGS__) + +/** + * Abort the runtime if the condition is not true. + * This check will be performed in debug builds, but not release builds. + * + * @param[in] _cond Condition asserted as true. + */ +#define ET_DCHECK(_cond) ET_CHECK(_cond) +#define ET_DEBUG_ONLY + +#endif // NDEBUG + +/** + * Assert that this code location is unreachable during execution. + */ +#define ET_ASSERT_UNREACHABLE() \ + do { \ + ET_CHECK_MSG(false, "Execution should not reach this point"); \ + ET_UNREACHABLE(); \ + } while (0) + +/** + * Assert that this code location is unreachable during execution. + * + * @param[in] _message Message on how to avoid this assertion error. + */ +#define ET_ASSERT_UNREACHABLE_MSG(_format, ...) \ + do { \ + ET_CHECK_MSG(false, "Execution should not reach this point. " _format, \ + ##__VA_ARGS__); \ + ET_UNREACHABLE(); \ + } while (0) diff --git a/third-party/include/executorch/runtime/platform/clock.h b/third-party/include/executorch/runtime/platform/clock.h new file mode 100644 index 000000000..36c25d90c --- /dev/null +++ b/third-party/include/executorch/runtime/platform/clock.h @@ -0,0 +1,43 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * Clock and timing related methods. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { + +/** + * Convert an interval from units of system ticks to nanoseconds. + * The conversion ratio is platform-dependent, and thus depends on + * the platform implementation of et_pal_ticks_to_ns_multiplier(). + * + * @param[in] ticks The interval length in system ticks. + * @retval The interval length in nanoseconds. + */ +inline uint64_t ticks_to_ns(et_timestamp_t ticks) { + et_tick_ratio_t ratio = et_pal_ticks_to_ns_multiplier(); + return static_cast(ticks) * ratio.numerator / ratio.denominator; +} + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::ticks_to_ns; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/platform/compat_unistd.h b/third-party/include/executorch/runtime/platform/compat_unistd.h new file mode 100644 index 000000000..c7bd513d5 --- /dev/null +++ b/third-party/include/executorch/runtime/platform/compat_unistd.h @@ -0,0 +1,75 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * unistd.h related macros for POSIX/Windows compatibility. + */ +#pragma once + +#if defined(_WIN32) && !defined(_WIN64) +#error \ + "You're trying to build ExecuTorch with a too old version of Windows. We need Windows 64-bit." +#endif + +#if !defined(_WIN64) +#include +#else +#include +#define O_RDONLY _O_RDONLY +#define open _open +#define close _close +#define read _read +#define write _write +#define stat _stat64 +#define fstat _fstat64 +#define off_t _off_t +#define lseek _lseeki64 + +#include // For ssize_t. +#include +// To avoid conflicts with std::numeric_limits::max() in +// file_data_loader.cpp. +#undef max + +inline ssize_t pread(int fd, void *buf, size_t nbytes, size_t offset) { + OVERLAPPED overlapped; /* The offset for ReadFile. */ + memset(&overlapped, 0, sizeof(overlapped)); + overlapped.Offset = offset; + overlapped.OffsetHigh = offset >> 32; + + BOOL result; /* The result of ReadFile. */ + DWORD bytes_read; /* The number of bytes read. */ + HANDLE file = (HANDLE)_get_osfhandle(fd); + + result = ReadFile(file, buf, nbytes, &bytes_read, &overlapped); + DWORD error = GetLastError(); + if (!result) { + if (error == ERROR_IO_PENDING) { + result = GetOverlappedResult(file, &overlapped, &bytes_read, TRUE); + if (!result) { + error = GetLastError(); + } + } + } + if (!result) { + // Translate error into errno. + switch (error) { + case ERROR_HANDLE_EOF: + errno = 0; + break; + default: + errno = EIO; + break; + } + return -1; + } + return bytes_read; +} + +#endif // !defined(_WIN64) \ No newline at end of file diff --git a/third-party/include/executorch/runtime/platform/compiler.h b/third-party/include/executorch/runtime/platform/compiler.h new file mode 100644 index 000000000..f6d45e979 --- /dev/null +++ b/third-party/include/executorch/runtime/platform/compiler.h @@ -0,0 +1,191 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * Compiler utility macros. + */ + +#pragma once + +/* + * Compiler support checks. Follows the logic used by pytorch/c10/util/C++17.h + * but may support older versions. + */ + +// https://gcc.gnu.org/projects/cxx-status.html#cxx17 +#if !defined(__clang__) && !defined(_MSC_VER) && defined(__GNUC__) && \ + __GNUC__ < 7 +#error \ + "You're trying to build ExecuTorch with a too old version of GCC. We need GCC 7 or later." +#endif + +// https://clang.llvm.org/cxx_status.html#cxx17 +#if defined(__clang__) && __clang_major__ < 5 +#error \ + "You're trying to build ExecuTorch with a too old version of Clang. We need Clang 5 or later." +#endif + +#if (defined(_MSC_VER) && (!defined(_MSVC_LANG) || _MSVC_LANG < 201703L)) || \ + (!defined(_MSC_VER) && __cplusplus < 201703L) +#error "You need C++17 to compile ExecuTorch" +#endif + +#if defined(_MSC_VER) && (defined(min) || defined(max)) +#error \ + "Macro clash with min and max -- define NOMINMAX when compiling your program on Windows" +#endif + +/* + * Define annotations aliasing C++ declaration attributes. + * See all C++ declaration attributes here: + * https://en.cppreference.com/w/cpp/language/attributes + * + * Note that ExecuTorch supports a lower C++ standard version than all standard + * attributes. Therefore, some annotations are defined using their Clang/GNU + * counterparts. + * + * GNU attribute definitions: + * https://gcc.gnu.org/onlinedocs/gcc/Common-Function-Attributes.html + */ + +#define ET_NORETURN [[noreturn]] +#define ET_NOINLINE __attribute__((noinline)) +#define ET_INLINE __attribute__((always_inline)) inline +#define ET_INLINE_ATTRIBUTE __attribute__((always_inline)) + +#if defined(__GNUC__) + +#define ET_UNREACHABLE() __builtin_unreachable() + +#elif defined(_MSC_VER) + +#define ET_UNREACHABLE() __assume(0) + +#else // defined(__GNUC__) + +#define ET_UNREACHABLE() \ + while (1) \ + ; + +#endif // defined(__GNUC__) + +#define ET_DEPRECATED [[deprecated]] +#define ET_EXPERIMENTAL \ + [[deprecated("This API is experimental and may change without notice.")]] +#define ET_FALLTHROUGH [[fallthrough]] +#define ET_NODISCARD [[nodiscard]] +#define ET_UNUSED [[maybe_unused]] + +// UNLIKELY Macro +// example +// if ET_UNLIKELY(a > 10 && b < 5) { +// do something +// } +#if (__cplusplus) >= 202002L + +#define ET_LIKELY(expr) (expr) [[likely]] +#define ET_UNLIKELY(expr) (expr) [[unlikely]] + +#else + +#define ET_LIKELY(expr) (expr) +#define ET_UNLIKELY(expr) (expr) + +#endif // (__cplusplus) >= 202002L + +/// Define a C symbol with weak linkage. +#ifdef _MSC_VER +// There currently doesn't seem to be a great way to do this in Windows and +// given that weak linkage is not really critical on Windows, we'll just leave +// it as a stub. +#define ET_WEAK +#else +#define ET_WEAK __attribute__((weak)) +#endif + +/** + * Annotation marking a function as printf-like, providing compiler support + * for format string argument checking. + */ +#ifdef _MSC_VER +#include +#define ET_PRINTFLIKE(_string_index, _va_index) _Printf_format_string_ +#else +#define ET_PRINTFLIKE(_string_index, _va_index) \ + __attribute__((format(printf, _string_index, _va_index))) +#endif + +#ifndef __has_builtin +#define __has_builtin(x) (0) +#endif + +#if __has_builtin(__builtin_strrchr) +/// Name of the source file without a directory string. +#define ET_SHORT_FILENAME (__builtin_strrchr("/" __FILE__, '/') + 1) +#else +#define ET_SHORT_FILENAME __FILE__ +#endif + +#if __has_builtin(__builtin_LINE) +/// Current line as an integer. +#define ET_LINE __builtin_LINE() +#else +#define ET_LINE __LINE__ +#endif // __has_builtin(__builtin_LINE) + +#if __has_builtin(__builtin_FUNCTION) +/// Name of the current function as a const char[]. +#define ET_FUNCTION __builtin_FUNCTION() +#else +#define ET_FUNCTION __FUNCTION__ +#endif // __has_builtin(__builtin_FUNCTION) + +// As of G3 RJ-2024.3 toolchain, zu format specifier is not supported for Xtensa +#if defined(__XTENSA__) +#define ET_PRIsize_t "lu" +#else +#define ET_PRIsize_t "zu" +#endif + +// Whether the compiler supports GNU statement expressions. +// https://gcc.gnu.org/onlinedocs/gcc/Statement-Exprs.html +#ifndef ET_HAVE_GNU_STATEMENT_EXPRESSIONS +#if (defined(__GNUC__) && __GNUC__ >= 3) || defined(__clang__) +#define ET_HAVE_GNU_STATEMENT_EXPRESSIONS 1 +#else +#define ET_HAVE_GNU_STATEMENT_EXPRESSIONS 0 +#endif +#endif // ifndef + +// Define size_t and ssize_t. +#ifndef _MSC_VER +#include +#else +#include +using ssize_t = ptrdiff_t; +#endif + +// DEPRECATED: Use the non-underscore-prefixed versions instead. +// TODO(T199005537): Remove these once all users have stopped using them. +#define __ET_DEPRECATED ET_DEPRECATED +#define __ET_FALLTHROUGH ET_FALLTHROUGH +#define __ET_FUNCTION ET_FUNCTION +#define __ET_HAVE_GNU_STATEMENT_EXPRESSIONS ET_HAVE_GNU_STATEMENT_EXPRESSIONS +#define __ET_INLINE ET_INLINE +#define __ET_LIKELY ET_LIKELY +#define __ET_LINE ET_LINE +#define __ET_NODISCARD ET_NODISCARD +#define __ET_NOINLINE ET_NOINLINE +#define __ET_NORETURN ET_NORETURN +#define __ET_PRINTFLIKE ET_PRINTFLIKE +#define __ET_SHORT_FILENAME ET_SHORT_FILENAME +#define __ET_UNLIKELY ET_UNLIKELY +#define __ET_UNREACHABLE ET_UNREACHABLE +#define __ET_UNUSED ET_UNUSED +#define __ET_WEAK ET_WEAK diff --git a/third-party/include/executorch/runtime/platform/log.h b/third-party/include/executorch/runtime/platform/log.h new file mode 100644 index 000000000..d4326750c --- /dev/null +++ b/third-party/include/executorch/runtime/platform/log.h @@ -0,0 +1,177 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * ExecuTorch logging API. + */ + +#pragma once + +#include +#include +#include + +#include +#include + +// Set minimum log severity if compiler option is not provided. +#ifndef ET_MIN_LOG_LEVEL +#define ET_MIN_LOG_LEVEL Info +#endif // !defined(ET_MIN_LOG_LEVEL) + +/* + * Enable logging by default if compiler option is not provided. + * This should facilitate less confusion for those developing ExecuTorch. + */ +#ifndef ET_LOG_ENABLED +#define ET_LOG_ENABLED 1 +#endif // !defined(ET_LOG_ENABLED) + +// Even though it is supposed to be "portable" some toolchains +// do not define, so providing a definition here +#ifndef PRIu64 +#define PRIu64 "llu" +#endif +#ifndef PRId64 +#define PRId64 "lld" +#endif + +namespace executorch { +namespace runtime { + +/** + * Severity level of a log message. Must be ordered from lowest to highest + * severity. + */ +enum class LogLevel : uint8_t { + /** + * Log messages provided for highly granular debuggability. + * + * Log messages using this severity are unlikely to be compiled by default + * into most debug builds. + */ + Debug, + + /** + * Log messages providing information about the state of the system + * for debuggability. + */ + Info, + + /** + * Log messages about errors within ExecuTorch during runtime. + */ + Error, + + /** + * Log messages that precede a fatal error. However, logging at this level + * does not perform the actual abort, something else needs to. + */ + Fatal, + + /** + * Number of supported log levels, with values in [0, NumLevels). + */ + NumLevels, +}; + +namespace internal { + +/** + * Get the current timestamp to construct a log event. + * + * @retval Monotonically non-decreasing timestamp in system ticks. + */ +et_timestamp_t get_log_timestamp(); + +/** + * Log a string message. + * + * Note: This is an internal function. Use the `ET_LOG` macro instead. + * + * @param[in] level Log severity level. + * @param[in] timestamp Timestamp (in system ticks) of the log event. + * @param[in] filename Name of the source file creating the log event. + * @param[in] function Name of the function creating the log event. + * @param[in] line Source file line of the caller. + * @param[in] format Format string. + * @param[in] args Variable argument list. + */ +ET_PRINTFLIKE(6, 0) +void vlogf(LogLevel level, et_timestamp_t timestamp, const char *filename, + const char *function, size_t line, const char *format, va_list args); + +/** + * Log a string message. + * + * Note: This is an internal function. Use the `ET_LOG` macro instead. + * + * @param[in] level Log severity level. + * @param[in] timestamp Timestamp (in system ticks) of the log event. + * @param[in] filename Name of the source file creating the log event. + * @param[in] function Name of the function creating the log event. + * @param[in] line Source file line of the caller. + * @param[in] format Format string. + */ +ET_PRINTFLIKE(6, 7) +inline void logf(LogLevel level, et_timestamp_t timestamp, const char *filename, + const char *function, size_t line, const char *format, ...) { +#if ET_LOG_ENABLED + va_list args; + va_start(args, format); + internal::vlogf(level, timestamp, filename, function, line, format, args); + va_end(args); +#endif // ET_LOG_ENABLED +} + +} // namespace internal + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::LogLevel; +} // namespace executor +} // namespace torch + +#if ET_LOG_ENABLED + +/** + * Log a message at the given log severity level. + * + * @param[in] _level Log severity level. + * @param[in] _format Log message format string. + */ +#define ET_LOG(_level, _format, ...) \ + do { \ + const auto _log_level = ::executorch::runtime::LogLevel::_level; \ + if (static_cast(_log_level) >= \ + static_cast( \ + ::executorch::runtime::LogLevel::ET_MIN_LOG_LEVEL)) { \ + const auto _timestamp = \ + ::executorch::runtime::internal::get_log_timestamp(); \ + ::executorch::runtime::internal::logf(_log_level, _timestamp, \ + ET_SHORT_FILENAME, ET_FUNCTION, \ + ET_LINE, _format, ##__VA_ARGS__); \ + } \ + } while (0) +#else // ET_LOG_ENABLED + +/** + * Log a message at the given log severity level. + * + * @param[in] _level Log severity level. + * @param[in] _format Log message format string. + */ +#define ET_LOG(_level, _format, ...) ((void)0) + +#endif // ET_LOG_ENABLED diff --git a/third-party/include/executorch/runtime/platform/platform.h b/third-party/include/executorch/runtime/platform/platform.h new file mode 100644 index 000000000..c5cf1dd1c --- /dev/null +++ b/third-party/include/executorch/runtime/platform/platform.h @@ -0,0 +1,133 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * Platform abstraction layer to allow individual platform libraries to override + * symbols in ExecuTorch. PAL functions are defined as C functions so a platform + * library implementer can use C in lieu of C++. + */ + +#pragma once + +// Use C-style includes so that C code can include this header. +#include +#include + +#include +#include + +/** + * Clients should neither define nor use this macro. Used to optionally declare + * the et_pal_*() functions as weak symbols. + * + * This provides a way to both: + * - Include the header and define weak symbols (used by the internal default + * implementations) + * - Include the header and define strong symbols (used by client overrides) + */ +#ifndef ET_INTERNAL_PLATFORM_WEAKNESS +#define ET_INTERNAL_PLATFORM_WEAKNESS +#endif + +extern "C" { + +/** + * Represents the conversion ratio from system ticks to nanoseconds. + * To convert, use nanoseconds = ticks * numerator / denominator. + */ +typedef struct { + uint64_t numerator; + uint64_t denominator; +} et_tick_ratio_t; + +/** + * Initialize the platform abstraction layer. + * + * This function should be called before any other function provided by the PAL + * to initialize any global state. Typically overridden by PAL implementer. + */ +void et_pal_init(void) ET_INTERNAL_PLATFORM_WEAKNESS; + +/** + * Immediately abort execution, setting the device into an error state, if + * available. + */ +ET_NORETURN void et_pal_abort(void) ET_INTERNAL_PLATFORM_WEAKNESS; + +/** + * Return a monotonically non-decreasing timestamp in system ticks. + * + * @retval Timestamp value in system ticks. + */ +et_timestamp_t et_pal_current_ticks(void) ET_INTERNAL_PLATFORM_WEAKNESS; + +/** + * Return the conversion rate from system ticks to nanoseconds as a fraction. + * To convert a system ticks to nanoseconds, multiply the tick count by the + * numerator and then divide by the denominator: + * nanoseconds = ticks * numerator / denominator + * + * The utility method executorch::runtime::ticks_to_ns(et_timestamp_t) can also + * be used to perform the conversion for a given tick count. It is defined in + * torch/executor/runtime/platform/clock.h. + * + * @retval The ratio of nanoseconds to system ticks. + */ +et_tick_ratio_t +et_pal_ticks_to_ns_multiplier(void) ET_INTERNAL_PLATFORM_WEAKNESS; + +/** + * Severity level of a log message. Values must map to printable 7-bit ASCII + * uppercase letters. + */ +typedef enum { + kDebug = 'D', + kInfo = 'I', + kError = 'E', + kFatal = 'F', + kUnknown = '?', // Exception to the "uppercase letter" rule. +} et_pal_log_level_t; + +/** + * Emit a log message via platform output (serial port, console, etc). + * + * @param[in] timestamp Timestamp of the log event in system ticks since boot. + * @param[in] level Severity level of the message. Must be a printable 7-bit + * ASCII uppercase letter. + * @param[in] filename Name of the file that created the log event. + * @param[in] function Name of the function that created the log event. + * @param[in] line Line in the source file where the log event was created. + * @param[in] message Message string to log. + * @param[in] length Message string length. + */ +void et_pal_emit_log_message(et_timestamp_t timestamp, et_pal_log_level_t level, + const char *filename, const char *function, + size_t line, const char *message, + size_t length) ET_INTERNAL_PLATFORM_WEAKNESS; + +/** + * NOTE: Core runtime code must not call this directly. It may only be called by + * a MemoryAllocator wrapper. + * + * Allocates size bytes of memory. + * + * @param[in] size Number of bytes to allocate. + * @returns the allocated memory, or nullptr on failure. Must be freed using + * et_pal_free(). + */ +void *et_pal_allocate(size_t size) ET_INTERNAL_PLATFORM_WEAKNESS; + +/** + * Frees memory allocated by et_pal_allocate(). + * + * @param[in] ptr Pointer to memory to free. May be nullptr. + */ +void et_pal_free(void *ptr) ET_INTERNAL_PLATFORM_WEAKNESS; + +} // extern "C" diff --git a/third-party/include/executorch/runtime/platform/profiler.h b/third-party/include/executorch/runtime/platform/profiler.h new file mode 100644 index 000000000..6905d6434 --- /dev/null +++ b/third-party/include/executorch/runtime/platform/profiler.h @@ -0,0 +1,292 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include +#include +#include + +namespace executorch { +namespace runtime { + +// Version string used to check for compatibility with post-processing +// tool +#define ET_PROF_VER 0x00000001 + +// By default we support profiling upto 1024 perf events. Build +// targets can override this to increase the profiling buffer size +// during compilation. +#ifndef MAX_PROFILE_EVENTS +#define MAX_PROFILE_EVENTS 1024 +#endif +// By default we support profiling upto 1024 memory allocation events. +// Build targets can choose to override this, which will consequently have +// the effect of increasing/decreasing the profiling buffer size. +#ifndef MAX_MEM_PROFILE_EVENTS +#define MAX_MEM_PROFILE_EVENTS 1024 +#endif +// By default we support profiling only upto 16 allocators. If users +// have more allocators than these then they can override this during +// compilation time. There will be an increase/decrease in the profiling +// buffer size based on the way this value is changed. +#ifndef MEM_PROFILE_MAX_ALLOCATORS +#define MEM_PROFILE_MAX_ALLOCATORS 32 +#endif +// By default we support only one profiling block. If users want to profile +// something that will be iterated on multiple times then they will have to +// increment this to support their use case. In post-processing the stats for +// all these iterations will be consolidated. +#ifndef MAX_PROFILE_BLOCKS +#define MAX_PROFILE_BLOCKS 2 +#endif + +#define PROF_NAME_MAX_LEN 32 + +typedef struct alignas(8) { + union { + const char *name_str; + char name[PROF_NAME_MAX_LEN]; + }; + // chain_idx == -1 is a null value, when profile event happens out of chain + // execution + int32_t chain_idx; + uint32_t instruction_idx; + uint64_t start_time; + uint64_t end_time; +} prof_event_t; + +typedef struct alignas(8) { + uint32_t allocator_id; + uint32_t allocation_size; +} mem_prof_event_t; + +typedef struct alignas(8) { + char name[PROF_NAME_MAX_LEN]; + uint64_t allocator_id; +} prof_allocator_t; + +typedef struct alignas(8) { + uint8_t *prof_data; + uint32_t num_bytes; + uint32_t num_blocks; +} prof_result_t; + +typedef struct alignas(8) { + char name[32]; + uint32_t prof_ver; + uint32_t max_prof_entries; + uint32_t prof_entries; + uint32_t max_allocator_entries; + uint32_t allocator_entries; + uint32_t max_mem_prof_entries; + uint32_t mem_prof_entries; +} prof_header_t; + +/* +This is what the layout of the profiling buffer looks like. +--------------------------------------- +| Profiling header | +--------------------------------------- +| Profile events (Perf events) | +--------------------------------------- +| Memory allocators info | +--------------------------------------- +| Profile events (Memory allocations) | +--------------------------------------- +*/ + +// offsets of the various sections in the profiling buffer +// Total size required for profiling buffer +constexpr uint32_t prof_buf_size = + sizeof(prof_header_t) + sizeof(prof_event_t) * MAX_PROFILE_EVENTS + + sizeof(mem_prof_event_t) * MAX_MEM_PROFILE_EVENTS + + sizeof(prof_allocator_t) * MEM_PROFILE_MAX_ALLOCATORS; + +constexpr size_t prof_header_offset = 0; +constexpr size_t prof_events_offset = sizeof(prof_header_t); +constexpr size_t prof_mem_alloc_info_offset = + prof_events_offset + sizeof(prof_event_t) * MAX_PROFILE_EVENTS; +constexpr size_t prof_mem_alloc_events_offset = + prof_mem_alloc_info_offset + + sizeof(prof_allocator_t) * MEM_PROFILE_MAX_ALLOCATORS; + +// Set the initial state for the profiler assuming we're using the +// statically allocated buffer declared in the profiler module. +void profiler_init(void); + +// This starts the profiling of this event and returns a token +// by which this event can be referred to in the future. +uint32_t begin_profiling(const char *name); + +// End profiling event represented by token_id +void end_profiling(uint32_t token_id); + +// Dump profiler results, return pointer to prof event array and number of +// events in it. +void dump_profile_stats(prof_result_t *prof_result); + +void reset_profile_stats(); + +void track_allocation(int32_t id, uint32_t size); + +uint32_t track_allocator(const char *name); + +void profiling_create_block(const char *name); + +// This class enables scope based profiling where needed. Profiling +// will be started when the object is created and will end when the +// object goes out of scope. +class ExecutorchProfiler { +public: + explicit ExecutorchProfiler(const char *name); + + ~ExecutorchProfiler(); + +private: + uint32_t prof_tok; +}; + +typedef struct { + int32_t chain_idx; + uint32_t instruction_idx; +} prof_state_t; + +const prof_state_t &get_profile_tls_state(); + +void set_profile_tls_state(const prof_state_t &state); + +class ExecutorchProfilerInstructionScope { +public: + explicit ExecutorchProfilerInstructionScope(const prof_state_t &state); + ~ExecutorchProfilerInstructionScope(); + + // ScopeGuard: non-copyable, non-movable + ExecutorchProfilerInstructionScope( + const ExecutorchProfilerInstructionScope &) = delete; + ExecutorchProfilerInstructionScope & + operator=(const ExecutorchProfilerInstructionScope &) = delete; + + ExecutorchProfilerInstructionScope(ExecutorchProfilerInstructionScope &&) = + delete; + ExecutorchProfilerInstructionScope & + operator=(ExecutorchProfilerInstructionScope &&) = delete; + +private: + prof_state_t old_state_; +}; + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::begin_profiling; +using ::executorch::runtime::dump_profile_stats; +using ::executorch::runtime::end_profiling; +using ::executorch::runtime::ExecutorchProfiler; +using ::executorch::runtime::ExecutorchProfilerInstructionScope; +using ::executorch::runtime::get_profile_tls_state; +using ::executorch::runtime::mem_prof_event_t; +using ::executorch::runtime::prof_allocator_t; +using ::executorch::runtime::prof_buf_size; +using ::executorch::runtime::prof_event_t; +using ::executorch::runtime::prof_events_offset; +using ::executorch::runtime::prof_header_offset; +using ::executorch::runtime::prof_header_t; +using ::executorch::runtime::prof_mem_alloc_events_offset; +using ::executorch::runtime::prof_mem_alloc_info_offset; +using ::executorch::runtime::prof_result_t; +using ::executorch::runtime::prof_state_t; +using ::executorch::runtime::profiler_init; +using ::executorch::runtime::profiling_create_block; +using ::executorch::runtime::reset_profile_stats; +using ::executorch::runtime::set_profile_tls_state; +using ::executorch::runtime::track_allocation; +using ::executorch::runtime::track_allocator; +} // namespace executor +} // namespace torch + +#ifdef PROFILING_ENABLED + +#define EXECUTORCH_PROFILE_CREATE_BLOCK(name) \ + ::executorch::runtime::profiling_create_block(name); + +// Convenience macros to begin and end profiling. These can be inserted +// anywhere as it'll be ensured that for the prod builds these will +// essentially be noops. +#define EXECUTORCH_BEGIN_PROF(name) \ + ::executorch::runtime::begin_profiling(name); + +#define EXECUTORCH_END_PROF(token_id) \ + ::executorch::runtime::end_profiling(token_id); + +#define EXECUTORCH_SCOPE_PROF(name) \ + ::executorch::runtime::ExecutorchProfiler profiler(name); + +#define EXECUTORCH_PROFILE_INSTRUCTION_SCOPE(chain_idx, instruction_idx) \ + ::executorch::runtime::ExecutorchProfilerInstructionScope \ + __profiler_instruction_scope({chain_idx, instruction_idx}); + +#define EXECUTORCH_DUMP_PROFILE_RESULTS(prof_result) \ + ::executorch::runtime::dump_profile_stats(prof_result); + +#define EXECUTORCH_RESET_PROFILE_RESULTS() \ + ::executorch::runtime::reset_profile_stats(); + +#define EXECUTORCH_TRACK_ALLOCATOR(name) \ + ::executorch::runtime::track_allocator(name); + +#define EXECUTORCH_TRACK_ALLOCATION(id, size) \ + ::executorch::runtime::track_allocation(id, size); + +#else + +#define EXECUTORCH_PROFILE_CREATE_BLOCK(name) \ + do { \ + (void)(name); \ + } while (0) + +#define EXECUTORCH_BEGIN_PROF(name) \ + { \ + } + +#define EXECUTORCH_END_PROF(token_id) \ + do { \ + (void)(token_id); \ + } while (0) + +#define EXECUTORCH_SCOPE_PROF(name) \ + do { \ + (void)(name); \ + } while (0) + +#define EXECUTORCH_PROFILE_INSTRUCTION_SCOPE(chain_idx, instruction_idx) \ + do { \ + (void)(chain_idx); \ + (void)(instruction_idx); \ + } while (0) + +#define EXECUTORCH_DUMP_PROFILE_RESULTS(prof_result_test) \ + memset(prof_result_test, 0, sizeof(::executorch::runtime::prof_result_t)); + +#define EXECUTORCH_RESET_PROFILE_RESULTS() \ + { \ + } + +#define EXECUTORCH_TRACK_ALLOCATOR(name) ((void)(name), -1) + +#define EXECUTORCH_TRACK_ALLOCATION(id, size) \ + do { \ + (void)(id); \ + (void)(size); \ + } while (0) + +#endif diff --git a/third-party/include/executorch/runtime/platform/runtime.h b/third-party/include/executorch/runtime/platform/runtime.h new file mode 100644 index 000000000..375ae7959 --- /dev/null +++ b/third-party/include/executorch/runtime/platform/runtime.h @@ -0,0 +1,35 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * ExecuTorch global runtime wrapper functions. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { + +/** + * Initialize the ExecuTorch global runtime. + */ +void runtime_init(); + +} // namespace runtime +} // namespace executorch + +namespace torch { +namespace executor { +// TODO(T197294990): Remove these deprecated aliases once all users have moved +// to the new `::executorch` namespaces. +using ::executorch::runtime::runtime_init; +} // namespace executor +} // namespace torch diff --git a/third-party/include/executorch/runtime/platform/system.h b/third-party/include/executorch/runtime/platform/system.h new file mode 100644 index 000000000..ae658507c --- /dev/null +++ b/third-party/include/executorch/runtime/platform/system.h @@ -0,0 +1,49 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * Platform abstraction layer to allow individual host OS to override + * symbols in ExecuTorch. PAL functions are defined as C functions so an + * implementer can use C in lieu of C++. + */ +#pragma once + +/** + * To enable dynamic linking debugging capability on UNIX-like OS. If enabled + * and see an error like: `undefined symbol: dladdr`, install `libdl` to fix. + */ +#if defined(ET_USE_LIBDL) +#include +#endif + +static constexpr const char *DYNAMIC_LIBRARY_NOT_SUPPORTED = "NOT_SUPPORTED"; +static constexpr const char *DYNAMIC_LIBRARY_NOT_FOUND = "NOT_FOUND"; + +extern "C" { + +/** + * Return shared library . + * + * @param[in] addr Address to the symbol we are looking for in shared libraries. + * @retval The path to the shared library containing the symbol. + */ +inline const char *et_pal_get_shared_library_name(const void *addr) { +#if defined(ET_USE_LIBDL) + Dl_info info; + if (dladdr(addr, &info) && info.dli_fname) { + return info.dli_fname; + } else { + return DYNAMIC_LIBRARY_NOT_FOUND; + } +#endif + (void)addr; + return DYNAMIC_LIBRARY_NOT_SUPPORTED; +} + +} // extern "C" diff --git a/third-party/include/executorch/runtime/platform/types.h b/third-party/include/executorch/runtime/platform/types.h new file mode 100644 index 000000000..a91f357fe --- /dev/null +++ b/third-party/include/executorch/runtime/platform/types.h @@ -0,0 +1,24 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +/** + * @file + * Public types used by the ExecuTorch Platform Abstraction Layer. + */ + +#pragma once + +// Use C-style includes so that C code can include this header. +#include + +extern "C" { + +/// Platform timestamp in system ticks. +typedef uint64_t et_timestamp_t; + +} // extern "C" diff --git a/third-party/include/executorch/schema/extended_header.h b/third-party/include/executorch/schema/extended_header.h new file mode 100644 index 000000000..59b28e30b --- /dev/null +++ b/third-party/include/executorch/schema/extended_header.h @@ -0,0 +1,76 @@ +/* + * Copyright (c) Meta Platforms, Inc. and affiliates. + * All rights reserved. + * + * This source code is licensed under the BSD-style license found in the + * LICENSE file in the root directory of this source tree. + */ + +#pragma once + +#include + +namespace executorch { +namespace runtime { + +/** + * An extended, ExecuTorch-specific header that may be embedded in the + * serialized Program data header. + * + * For details see //executorch/docs/source/pte-file-format.md + */ +struct ExtendedHeader { + /** + * To find the header, callers should provide at least this many bytes of the + * head of the serialized Program data. + */ + static constexpr size_t kNumHeadBytes = 64; + + /** + * The offset into the Program serialized program data where the extended + * header should begin. + */ + static constexpr size_t kHeaderOffset = 8; + + /** + * The magic bytes that identify the header. + * + * This is the canonical definition of the expected value. If the header + * layout ever changes in a compatibility-breaking way, increment the digits + * in the magic. But, doing so will prevent older binaries from recognizing + * the presence of the header. The compatibility-preserving way to make + * changes is to increase the header's length field and add new fields at the + * end. + */ + static constexpr size_t kMagicSize = 4; + static constexpr char kMagic[kMagicSize] = {'e', 'h', '0', '0'}; + + /** + * Look for and parse an ExtendedHeader in the provided data. + * + * @param[in] data The contents of the beginning of the serialized binary + * Program data, starting at offset 0 (i.e., the head of the file). + * @param[in] size Length of `data` in bytes. Must be >= kNumHeadBytes or this + * call will fail. + * + * @returns an ExtendedHeader if the header was found and is valid. Returns an + * error if size was too short, if the header was not found, or if the + * header appeared to be corrupt. + */ + static Result Parse(const void *data, size_t size); + + /** + * The size in bytes of the Program flatbuffer data, starting from offset + * zero. + */ + uint64_t program_size; + + /** + * The offset in bytes of the first segment, if present. Zero if no segment + * is present. + */ + uint64_t segment_base_offset; +}; + +} // namespace runtime +} // namespace executorch diff --git a/third-party/include/opencv2/core.hpp b/third-party/include/opencv2/core.hpp new file mode 100644 index 000000000..c3e83ae17 --- /dev/null +++ b/third-party/include/opencv2/core.hpp @@ -0,0 +1,3699 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this +license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2000-2015, Intel Corporation, all rights reserved. +// Copyright (C) 2009-2011, Willow Garage Inc., all rights reserved. +// Copyright (C) 2015, OpenCV Foundation, all rights reserved. +// Copyright (C) 2015, Itseez Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// Redistribution and use in source and binary forms, with or without +modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright +notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote +products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" +and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are +disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any +direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifndef OPENCV_CORE_HPP +#define OPENCV_CORE_HPP + +#ifndef __cplusplus +#error core.hpp header must be compiled as C++ +#endif + +#include "opencv2/core/base.hpp" +#include "opencv2/core/cvdef.h" +#include "opencv2/core/cvstd.hpp" +#include "opencv2/core/mat.hpp" +#include "opencv2/core/matx.hpp" +#include "opencv2/core/persistence.hpp" +#include "opencv2/core/traits.hpp" +#include "opencv2/core/types.hpp" + +/** +@defgroup core Core functionality + +The Core module is the backbone of OpenCV, offering fundamental data structures, +matrix operations, and utility functions that other modules depend on. It’s +essential for handling image data, performing mathematical computations, and +managing memory efficiently within the OpenCV ecosystem. + +@{ + @defgroup core_basic Basic structures + @defgroup core_array Operations on arrays + @defgroup core_async Asynchronous API + @defgroup core_xml XML/YAML/JSON Persistence + @defgroup core_cluster Clustering + @defgroup core_utils Utility and system functions and macros + @{ + @defgroup core_logging Logging facilities + @defgroup core_utils_sse SSE utilities + @defgroup core_utils_neon NEON utilities + @defgroup core_utils_vsx VSX utilities + @defgroup core_utils_softfloat Softfloat support + @defgroup core_utils_samples Utility functions for OpenCV samples + @} + @defgroup core_opengl OpenGL interoperability + @defgroup core_optim Optimization Algorithms + @defgroup core_directx DirectX interoperability + @defgroup core_eigen Eigen support + @defgroup core_opencl OpenCL support + @defgroup core_va_intel Intel VA-API/OpenCL (CL-VA) interoperability + @defgroup core_hal Hardware Acceleration Layer + @{ + @defgroup core_hal_functions Functions + @defgroup core_hal_interface Interface + @defgroup core_hal_intrin Universal intrinsics + @{ + @defgroup core_hal_intrin_impl Private implementation helpers + @} + @defgroup core_lowlevel_api Low-level API for external libraries / +plugins + @} + @defgroup core_parallel Parallel Processing + @{ + @defgroup core_parallel_backend Parallel backends API + @} + @defgroup core_quaternion Quaternion +@} + */ + +namespace cv { + +//! @addtogroup core_utils +//! @{ + +/*! @brief Class passed to an error. + +This class encapsulates all or almost all necessary +information about the error happened in the program. The exception is +usually constructed and thrown implicitly via CV_Error and CV_Error_ macros. +@see error + */ +class CV_EXPORTS Exception : public std::exception { +public: + /*! + Default constructor + */ + Exception(); + /*! + Full constructor. Normally the constructor is not called explicitly. + Instead, the macros CV_Error(), CV_Error_() and CV_Assert() are used. + */ + Exception(int _code, const String &_err, const String &_func, + const String &_file, int _line); + virtual ~Exception() CV_NOEXCEPT; + + /*! + \return the error description and the context as a text string. + */ + virtual const char *what() const CV_NOEXCEPT CV_OVERRIDE; + void formatMessage(); + + String msg; ///< the formatted error message + + int code; ///< error code @see CVStatus + String err; ///< error description + String func; ///< function name. Available only when the compiler supports + ///< getting it + String file; ///< source file name where the error has occurred + int line; ///< line number in the source file where the error has occurred +}; + +/*! @brief Signals an error and raises the exception. + +By default the function prints information about the error to stderr, +then it either stops if cv::setBreakOnError() had been called before or raises +the exception. It is possible to alternate error processing by using +#redirectError(). +@param exc the exception raisen. +@deprecated drop this version + */ +CV_EXPORTS CV_NORETURN void error(const Exception &exc); + +enum SortFlags { + SORT_EVERY_ROW = 0, //!< each matrix row is sorted independently + SORT_EVERY_COLUMN = 1, //!< each matrix column is sorted + //!< independently; this flag and the previous one are + //!< mutually exclusive. + SORT_ASCENDING = 0, //!< each matrix row is sorted in the ascending + //!< order. + SORT_DESCENDING = 16 //!< each matrix row is sorted in the + //!< descending order; this flag and the previous one are + //!< also mutually exclusive. +}; + +//! @} core_utils + +//! @addtogroup core_array +//! @{ + +//! Covariation flags +enum CovarFlags { + /** The output covariance matrix is calculated as: + \f[\texttt{scale} \cdot [ \texttt{vects} [0]- \texttt{mean} , + \texttt{vects} [1]- \texttt{mean} ,...]^T \cdot [ \texttt{vects} [0]- + \texttt{mean} , \texttt{vects} [1]- \texttt{mean} ,...],\f] The + covariance matrix will be nsamples x nsamples. Such an unusual covariance + matrix is used for fast PCA of a set of very large vectors (see, for + example, the EigenFaces technique for face recognition). Eigenvalues of + this "scrambled" matrix match the eigenvalues of the true covariance + matrix. The "true" eigenvectors can be easily calculated from the + eigenvectors of the "scrambled" covariance matrix. */ + COVAR_SCRAMBLED = 0, + /**The output covariance matrix is calculated as: + \f[\texttt{scale} \cdot [ \texttt{vects} [0]- \texttt{mean} , + \texttt{vects} [1]- \texttt{mean} ,...] \cdot [ \texttt{vects} [0]- + \texttt{mean} , \texttt{vects} [1]- \texttt{mean} ,...]^T,\f] covar will + be a square matrix of the same size as the total number of elements in each + input vector. One and only one of #COVAR_SCRAMBLED and #COVAR_NORMAL must + be specified.*/ + COVAR_NORMAL = 1, + /** If the flag is specified, the function does not calculate mean from + the input vectors but, instead, uses the passed mean vector. This is + useful if mean has been pre-calculated or known in advance, or if the + covariance matrix is calculated by parts. In this case, mean is not a mean + vector of the input sub-set of vectors but rather the mean vector of the + whole set.*/ + COVAR_USE_AVG = 2, + /** If the flag is specified, the covariance matrix is scaled. In the + "normal" mode, scale is 1./nsamples . In the "scrambled" mode, scale is + the reciprocal of the total number of elements in each input vector. By + default (if the flag is not specified), the covariance matrix is not scaled + ( scale=1 ).*/ + COVAR_SCALE = 4, + /** If the flag is + specified, all the input vectors are stored as rows of the samples matrix. + mean should be a single-row vector in this case.*/ + COVAR_ROWS = 8, + /** If the flag is + specified, all the input vectors are stored as columns of the samples + matrix. mean should be a single-column vector in this case.*/ + COVAR_COLS = 16 +}; + +enum ReduceTypes { + REDUCE_SUM = 0, //!< the output is the sum of all rows/columns of the matrix. + REDUCE_AVG = + 1, //!< the output is the mean vector of all rows/columns of the matrix. + REDUCE_MAX = 2, //!< the output is the maximum (column/row-wise) of all + //!< rows/columns of the matrix. + REDUCE_MIN = 3, //!< the output is the minimum (column/row-wise) of all + //!< rows/columns of the matrix. + REDUCE_SUM2 = + 4 //!< the output is the sum of all squared rows/columns of the matrix. +}; + +/** @brief Swaps two matrices + */ +CV_EXPORTS void swap(Mat &a, Mat &b); + +/** @brief Computes the source location of an extrapolated pixel. + +The function computes and returns the coordinate of a donor pixel corresponding +to the specified extrapolated pixel when using the specified extrapolation +border mode. For example, if you use cv::BORDER_WRAP mode in the horizontal +direction, cv::BORDER_REFLECT_101 in the vertical direction and want to compute +value of the "virtual" pixel Point(-5, 100) in a floating-point image img, it +looks like: +@code{.cpp} + float val = img.at(borderInterpolate(100, img.rows, +cv::BORDER_REFLECT_101), borderInterpolate(-5, img.cols, cv::BORDER_WRAP)); +@endcode +Normally, the function is not called directly. It is used inside filtering +functions and also in copyMakeBorder. +@param p 0-based coordinate of the extrapolated pixel along one of the axes, +likely \<0 or \>= len +@param len Length of the array along the corresponding axis. +@param borderType Border type, one of the #BorderTypes, except for +#BORDER_TRANSPARENT and #BORDER_ISOLATED. When borderType==#BORDER_CONSTANT, the +function always returns -1, regardless of p and len. + +@sa copyMakeBorder +*/ +CV_EXPORTS_W int borderInterpolate(int p, int len, int borderType); + +/** @example samples/cpp/tutorial_code/ImgTrans/copyMakeBorder_demo.cpp +An example using copyMakeBorder function. +Check @ref tutorial_copyMakeBorder "the corresponding tutorial" for more details +*/ + +/** @brief Forms a border around an image. + +The function copies the source image into the middle of the destination image. +The areas to the left, to the right, above and below the copied source image +will be filled with extrapolated pixels. This is not what filtering functions +based on it do (they extrapolate pixels on-fly), but what other more complex +functions, including your own, may do to simplify image boundary handling. + +The function supports the mode when src is already in the middle of dst . In +this case, the function does not copy src itself but simply constructs the +border, for example: + +@code{.cpp} + // let border be the same in all directions + int border=2; + // constructs a larger image to fit both the image and the border + Mat gray_buf(rgb.rows + border*2, rgb.cols + border*2, rgb.depth()); + // select the middle part of it w/o copying data + Mat gray(gray_canvas, Rect(border, border, rgb.cols, rgb.rows)); + // convert image from RGB to grayscale + cvtColor(rgb, gray, COLOR_RGB2GRAY); + // form a border in-place + copyMakeBorder(gray, gray_buf, border, border, + border, border, BORDER_REPLICATE); + // now do some custom filtering ... + ... +@endcode +@note When the source image is a part (ROI) of a bigger image, the function will +try to use the pixels outside of the ROI to form a border. To disable this +feature and always do extrapolation, as if src was not a ROI, use borderType | +#BORDER_ISOLATED. + +@param src Source image. +@param dst Destination image of the same type as src and the size +Size(src.cols+left+right, src.rows+top+bottom) . +@param top the top pixels +@param bottom the bottom pixels +@param left the left pixels +@param right Parameter specifying how many pixels in each direction from the +source image rectangle to extrapolate. For example, top=1, bottom=1, left=1, +right=1 mean that 1 pixel-wide border needs to be built. +@param borderType Border type. See borderInterpolate for details. +@param value Border value if borderType==BORDER_CONSTANT . + +@sa borderInterpolate +*/ +CV_EXPORTS_W void copyMakeBorder(InputArray src, OutputArray dst, int top, + int bottom, int left, int right, + int borderType, + const Scalar &value = Scalar()); + +/** @brief Calculates the per-element sum of two arrays or an array and a +scalar. + +The function add calculates: +- Sum of two arrays when both input arrays have the same size and the same +number of channels: +\f[\texttt{dst}(I) = \texttt{saturate} ( \texttt{src1}(I) + \texttt{src2}(I)) +\quad \texttt{if mask}(I) \ne0\f] +- Sum of an array and a scalar when src2 is constructed from Scalar or has the +same number of elements as `src1.channels()`: +\f[\texttt{dst}(I) = \texttt{saturate} ( \texttt{src1}(I) + \texttt{src2} ) +\quad \texttt{if mask}(I) \ne0\f] +- Sum of a scalar and an array when src1 is constructed from Scalar or has the +same number of elements as `src2.channels()`: +\f[\texttt{dst}(I) = \texttt{saturate} ( \texttt{src1} + \texttt{src2}(I) ) +\quad \texttt{if mask}(I) \ne0\f] where `I` is a multi-dimensional index of +array elements. In case of multi-channel arrays, each channel is processed +independently. + +The first function in the list above can be replaced with matrix expressions: +@code{.cpp} + dst = src1 + src2; + dst += src1; // equivalent to add(dst, src1, dst); +@endcode +The input arrays and the output array can all have the same or different depths. +For example, you can add a 16-bit unsigned array to a 8-bit signed array and +store the sum as a 32-bit floating-point array. Depth of the output array is +determined by the dtype parameter. In the second and third cases above, as well +as in the first case, when src1.depth() == src2.depth(), dtype can be set to the +default -1. In this case, the output array will have the same depth as the input +array, be it src1, src2 or both. +@note Saturation is not applied when the output array has the depth CV_32S. You +may even get result of an incorrect sign in the case of overflow. +@note (Python) Be careful to difference behaviour between src1/src2 are single +number and they are tuple/array. `add(src,X)` means `add(src,(X,X,X,X))`. +`add(src,(X,))` means `add(src,(X,0,0,0))`. +@param src1 first input array or a scalar. +@param src2 second input array or a scalar. +@param dst output array that has the same size and number of channels as the +input array(s); the depth is defined by dtype or src1/src2. +@param mask optional operation mask - 8-bit single channel array, that specifies +elements of the output array to be changed. +@param dtype optional depth of the output array (see the discussion below). +@sa subtract, addWeighted, scaleAdd, Mat::convertTo +*/ +CV_EXPORTS_W void add(InputArray src1, InputArray src2, OutputArray dst, + InputArray mask = noArray(), int dtype = -1); + +/** @brief Calculates the per-element difference between two arrays or array and +a scalar. + +The function subtract calculates: +- Difference between two arrays, when both input arrays have the same size and +the same number of channels: + \f[\texttt{dst}(I) = \texttt{saturate} ( \texttt{src1}(I) - +\texttt{src2}(I)) \quad \texttt{if mask}(I) \ne0\f] +- Difference between an array and a scalar, when src2 is constructed from Scalar +or has the same number of elements as `src1.channels()`: + \f[\texttt{dst}(I) = \texttt{saturate} ( \texttt{src1}(I) - \texttt{src2} +) \quad \texttt{if mask}(I) \ne0\f] +- Difference between a scalar and an array, when src1 is constructed from Scalar +or has the same number of elements as `src2.channels()`: + \f[\texttt{dst}(I) = \texttt{saturate} ( \texttt{src1} - \texttt{src2}(I) +) \quad \texttt{if mask}(I) \ne0\f] +- The reverse difference between a scalar and an array in the case of `SubRS`: + \f[\texttt{dst}(I) = \texttt{saturate} ( \texttt{src2} - \texttt{src1}(I) +) \quad \texttt{if mask}(I) \ne0\f] where I is a multi-dimensional index of +array elements. In case of multi-channel arrays, each channel is processed +independently. + +The first function in the list above can be replaced with matrix expressions: +@code{.cpp} + dst = src1 - src2; + dst -= src1; // equivalent to subtract(dst, src1, dst); +@endcode +The input arrays and the output array can all have the same or different depths. +For example, you can subtract to 8-bit unsigned arrays and store the difference +in a 16-bit signed array. Depth of the output array is determined by dtype +parameter. In the second and third cases above, as well as in the first case, +when src1.depth() == src2.depth(), dtype can be set to the default -1. In this +case the output array will have the same depth as the input array, be it src1, +src2 or both. +@note Saturation is not applied when the output array has the depth CV_32S. You +may even get result of an incorrect sign in the case of overflow. +@note (Python) Be careful to difference behaviour between src1/src2 are single +number and they are tuple/array. `subtract(src,X)` means +`subtract(src,(X,X,X,X))`. `subtract(src,(X,))` means `subtract(src,(X,0,0,0))`. +@param src1 first input array or a scalar. +@param src2 second input array or a scalar. +@param dst output array of the same size and the same number of channels as the +input array. +@param mask optional operation mask; this is an 8-bit single channel array that +specifies elements of the output array to be changed. +@param dtype optional depth of the output array +@sa add, addWeighted, scaleAdd, Mat::convertTo + */ +CV_EXPORTS_W void subtract(InputArray src1, InputArray src2, OutputArray dst, + InputArray mask = noArray(), int dtype = -1); + +/** @brief Calculates the per-element scaled product of two arrays. + +The function multiply calculates the per-element product of two arrays: + +\f[\texttt{dst} (I)= \texttt{saturate} ( \texttt{scale} \cdot \texttt{src1} (I) +\cdot \texttt{src2} (I))\f] + +There is also a @ref MatrixExpressions -friendly variant of the first function. +See Mat::mul . + +For a not-per-element matrix product, see gemm . + +@note Saturation is not applied when the output array has the depth +CV_32S. You may even get result of an incorrect sign in the case of +overflow. +@note (Python) Be careful to difference behaviour between src1/src2 are single +number and they are tuple/array. `multiply(src,X)` means +`multiply(src,(X,X,X,X))`. `multiply(src,(X,))` means `multiply(src,(X,0,0,0))`. +@param src1 first input array. +@param src2 second input array of the same size and the same type as src1. +@param dst output array of the same size and type as src1. +@param scale optional scale factor. +@param dtype optional depth of the output array +@sa add, subtract, divide, scaleAdd, addWeighted, accumulate, accumulateProduct, +accumulateSquare, Mat::convertTo +*/ +CV_EXPORTS_W void multiply(InputArray src1, InputArray src2, OutputArray dst, + double scale = 1, int dtype = -1); + +/** @brief Performs per-element division of two arrays or a scalar by an array. + +The function cv::divide divides one array by another: +\f[\texttt{dst(I) = saturate(src1(I)*scale/src2(I))}\f] +or a scalar by an array when there is no src1 : +\f[\texttt{dst(I) = saturate(scale/src2(I))}\f] + +Different channels of multi-channel arrays are processed independently. + +For integer types when src2(I) is zero, dst(I) will also be zero. + +@note In case of floating point data there is no special defined behavior for +zero src2(I) values. Regular floating-point division is used. Expect correct +IEEE-754 behaviour for floating-point data (with NaN, Inf result values). + +@note Saturation is not applied when the output array has the depth CV_32S. You +may even get result of an incorrect sign in the case of overflow. +@note (Python) Be careful to difference behaviour between src1/src2 are single +number and they are tuple/array. `divide(src,X)` means `divide(src,(X,X,X,X))`. +`divide(src,(X,))` means `divide(src,(X,0,0,0))`. +@param src1 first input array. +@param src2 second input array of the same size and type as src1. +@param scale scalar factor. +@param dst output array of the same size and type as src2. +@param dtype optional depth of the output array; if -1, dst will have depth +src2.depth(), but in case of an array-by-array division, you can only pass -1 +when src1.depth()==src2.depth(). +@sa multiply, add, subtract +*/ +CV_EXPORTS_W void divide(InputArray src1, InputArray src2, OutputArray dst, + double scale = 1, int dtype = -1); + +/** @overload */ +CV_EXPORTS_W void divide(double scale, InputArray src2, OutputArray dst, + int dtype = -1); + +/** @brief Calculates the sum of a scaled array and another array. + +The function scaleAdd is one of the classical primitive linear algebra +operations, known as DAXPY or SAXPY in +[BLAS](http://en.wikipedia.org/wiki/Basic_Linear_Algebra_Subprograms). It +calculates the sum of a scaled array and another array: +\f[\texttt{dst} (I)= \texttt{scale} \cdot \texttt{src1} (I) + \texttt{src2} +(I)\f] The function can also be emulated with a matrix expression, for example: +@code{.cpp} + Mat A(3, 3, CV_64F); + ... + A.row(0) = A.row(1)*2 + A.row(2); +@endcode +@param src1 first input array. +@param alpha scale factor for the first array. +@param src2 second input array of the same size and type as src1. +@param dst output array of the same size and type as src1. +@sa add, addWeighted, subtract, Mat::dot, Mat::convertTo +*/ +CV_EXPORTS_W void scaleAdd(InputArray src1, double alpha, InputArray src2, + OutputArray dst); + +/** @brief Calculates the weighted sum of two arrays. + +The function addWeighted calculates the weighted sum of two arrays as follows: +\f[\texttt{dst} (I)= \texttt{saturate} ( \texttt{src1} (I)* \texttt{alpha} + +\texttt{src2} (I)* \texttt{beta} + \texttt{gamma} )\f] where I is a +multi-dimensional index of array elements. In case of multi-channel arrays, each +channel is processed independently. +The function can be replaced with a matrix expression: +@code{.cpp} + dst = src1*alpha + src2*beta + gamma; +@endcode +@note Saturation is not applied when the output array has the depth CV_32S. You +may even get result of an incorrect sign in the case of overflow. +@param src1 first input array. +@param alpha weight of the first array elements. +@param src2 second input array of the same size and channel number as src1. +@param beta weight of the second array elements. +@param gamma scalar added to each sum. +@param dst output array that has the same size and number of channels as the +input arrays. +@param dtype optional depth of the output array; when both input arrays have the +same depth, dtype can be set to -1, which will be equivalent to src1.depth(). +@sa add, subtract, scaleAdd, Mat::convertTo +*/ +CV_EXPORTS_W void addWeighted(InputArray src1, double alpha, InputArray src2, + double beta, double gamma, OutputArray dst, + int dtype = -1); + +/** @brief Scales, calculates absolute values, and converts the result to 8-bit. + +On each element of the input array, the function convertScaleAbs +performs three operations sequentially: scaling, taking an absolute +value, conversion to an unsigned 8-bit type: +\f[\texttt{dst} (I)= \texttt{saturate\_cast} (| \texttt{src} (I)* +\texttt{alpha} + \texttt{beta} |)\f] In case of multi-channel arrays, the +function processes each channel independently. When the output is not 8-bit, the +operation can be emulated by calling the Mat::convertTo method (or by using +matrix expressions) and then by calculating an absolute value of the result. For +example: +@code{.cpp} + Mat_ A(30,30); + randu(A, Scalar(-100), Scalar(100)); + Mat_ B = A*5 + 3; + B = abs(B); + // Mat_ B = abs(A*5+3) will also do the job, + // but it will allocate a temporary matrix +@endcode +@param src input array. +@param dst output array. +@param alpha optional scale factor. +@param beta optional delta added to the scaled values. +@sa Mat::convertTo, cv::abs(const Mat&) +*/ +CV_EXPORTS_W void convertScaleAbs(InputArray src, OutputArray dst, + double alpha = 1, double beta = 0); + +/** @brief Converts an array to half precision floating number. + +This function converts FP32 (single precision floating point) from/to FP16 (half +precision floating point). CV_16S format is used to represent FP16 data. There +are two use modes (src -> dst): CV_32F -> CV_16S and CV_16S -> CV_32F. The input +array has to have type of CV_32F or CV_16S to represent the bit depth. If the +input array is neither of them, the function will raise an error. The format of +half precision floating point is defined in IEEE 754-2008. + +@param src input array. +@param dst output array. + +@deprecated Use Mat::convertTo with CV_16F instead. +*/ +CV_EXPORTS_W void convertFp16(InputArray src, OutputArray dst); + +/** @example +samples/cpp/tutorial_code/core/how_to_scan_images/how_to_scan_images.cpp Check +@ref tutorial_how_to_scan_images "the corresponding tutorial" for more details +*/ + +/** @brief Performs a look-up table transform of an array. + +The function LUT fills the output array with values from the look-up table. +Indices of the entries are taken from the input array. That is, the function +processes each element of src as follows: +\f[\texttt{dst} (I) \leftarrow \texttt{lut(src(I) + d)}\f] +where +\f[d = \fork{0}{if \(\texttt{src}\) has depth \(\texttt{CV_8U}\)}{128}{if +\(\texttt{src}\) has depth \(\texttt{CV_8S}\)}\f] +@param src input array of 8-bit elements. +@param lut look-up table of 256 elements; in case of multi-channel input array, +the table should either have a single channel (in this case the same table is +used for all channels) or the same number of channels as in the input array. +@param dst output array of the same size and number of channels as src, and the +same depth as lut. +@sa convertScaleAbs, Mat::convertTo +*/ +CV_EXPORTS_W void LUT(InputArray src, InputArray lut, OutputArray dst); + +/** @brief Calculates the sum of array elements. + +The function cv::sum calculates and returns the sum of array elements, +independently for each channel. +@param src input array that must have from 1 to 4 channels. +@sa countNonZero, mean, meanStdDev, norm, minMaxLoc, reduce +*/ +CV_EXPORTS_AS(sumElems) Scalar sum(InputArray src); + +/** @brief Checks for the presence of at least one non-zero array element. + +The function returns whether there are non-zero elements in src + +The function do not work with multi-channel arrays. If you need to check +non-zero array elements across all the channels, use Mat::reshape first to +reinterpret the array as single-channel. Or you may extract the particular +channel using either extractImageCOI, or mixChannels, or split. + +@note +- If the location of non-zero array elements is important, @ref findNonZero is +helpful. +- If the count of non-zero array elements is important, @ref countNonZero is +helpful. +@param src single-channel array. +@sa mean, meanStdDev, norm, minMaxLoc, calcCovarMatrix +@sa findNonZero, countNonZero +*/ +CV_EXPORTS_W bool hasNonZero(InputArray src); + +/** @brief Counts non-zero array elements. + +The function returns the number of non-zero elements in src : +\f[\sum _{I: \; \texttt{src} (I) \ne0 } 1\f] + +The function do not work with multi-channel arrays. If you need to count +non-zero array elements across all the channels, use Mat::reshape first to +reinterpret the array as single-channel. Or you may extract the particular +channel using either extractImageCOI, or mixChannels, or split. + +@note +- If only whether there are non-zero elements is important, @ref hasNonZero is +helpful. +- If the location of non-zero array elements is important, @ref findNonZero is +helpful. +@param src single-channel array. +@sa mean, meanStdDev, norm, minMaxLoc, calcCovarMatrix +@sa findNonZero, hasNonZero +*/ +CV_EXPORTS_W int countNonZero(InputArray src); + +/** @brief Returns the list of locations of non-zero pixels + +Given a binary matrix (likely returned from an operation such +as threshold(), compare(), >, ==, etc, return all of +the non-zero indices as a cv::Mat or std::vector (x,y) +For example: +@code{.cpp} + cv::Mat binaryImage; // input, binary image + cv::Mat locations; // output, locations of non-zero pixels + cv::findNonZero(binaryImage, locations); + + // access pixel coordinates + Point pnt = locations.at(i); +@endcode +or +@code{.cpp} + cv::Mat binaryImage; // input, binary image + vector locations; // output, locations of non-zero pixels + cv::findNonZero(binaryImage, locations); + + // access pixel coordinates + Point pnt = locations[i]; +@endcode + +The function do not work with multi-channel arrays. If you need to find non-zero +elements across all the channels, use Mat::reshape first to reinterpret the +array as single-channel. Or you may extract the particular channel using either +extractImageCOI, or mixChannels, or split. + +@note +- If only count of non-zero array elements is important, @ref countNonZero is +helpful. +- If only whether there are non-zero elements is important, @ref hasNonZero is +helpful. +@param src single-channel array +@param idx the output array, type of cv::Mat or std::vector, +corresponding to non-zero indices in the input +@sa countNonZero, hasNonZero +*/ +CV_EXPORTS_W void findNonZero(InputArray src, OutputArray idx); + +/** @brief Calculates an average (mean) of array elements. + +The function cv::mean calculates the mean value M of array elements, +independently for each channel, and return it: +\f[\begin{array}{l} N = \sum _{I: \; \texttt{mask} (I) \ne 0} 1 \\ M_c = \left +( \sum _{I: \; \texttt{mask} (I) \ne 0}{ \texttt{mtx} (I)_c} \right )/N +\end{array}\f] When all the mask elements are 0's, the function returns +Scalar::all(0) +@param src input array that should have from 1 to 4 channels so that the result +can be stored in Scalar_ . +@param mask optional operation mask. +@sa countNonZero, meanStdDev, norm, minMaxLoc +*/ +CV_EXPORTS_W Scalar mean(InputArray src, InputArray mask = noArray()); + +/** Calculates a mean and standard deviation of array elements. + +The function cv::meanStdDev calculates the mean and the standard deviation M +of array elements independently for each channel and returns it via the +output parameters: +\f[\begin{array}{l} N = \sum _{I, \texttt{mask} (I) \ne 0} 1 \\ \texttt{mean} +_c = \frac{\sum_{ I: \; \texttt{mask}(I) \ne 0} \texttt{src} (I)_c}{N} +\\ \texttt{stddev} _c = \sqrt{\frac{\sum_{ I: \; \texttt{mask}(I) \ne 0} \left +( \texttt{src} (I)_c - \texttt{mean} _c \right )^2}{N}} \end{array}\f] When all +the mask elements are 0's, the function returns mean=stddev=Scalar::all(0). +@note The calculated standard deviation is only the diagonal of the +complete normalized covariance matrix. If the full matrix is needed, you +can reshape the multi-channel array M x N to the single-channel array +M\*N x mtx.channels() (only possible when the matrix is continuous) and +then pass the matrix to calcCovarMatrix . +@param src input array that should have from 1 to 4 channels so that the results +can be stored in Scalar_ 's. +@param mean output parameter: calculated mean value. +@param stddev output parameter: calculated standard deviation. +@param mask optional operation mask. +@sa countNonZero, mean, norm, minMaxLoc, calcCovarMatrix +*/ +CV_EXPORTS_W void meanStdDev(InputArray src, OutputArray mean, + OutputArray stddev, InputArray mask = noArray()); + +/** @brief Calculates the absolute norm of an array. + +This version of #norm calculates the absolute norm of src1. The type of norm to +calculate is specified using #NormTypes. + +As example for one array consider the function \f$r(x)= \begin{pmatrix} x \\ 1-x +\end{pmatrix}, x \in [-1;1]\f$. The \f$ L_{1}, L_{2} \f$ and \f$ L_{\infty} \f$ +norm for the sample value \f$r(-1) = \begin{pmatrix} -1 \\ 2 \end{pmatrix}\f$ is +calculated as follows +\f{align*} + \| r(-1) \|_{L_1} &= |-1| + |2| = 3 \\ + \| r(-1) \|_{L_2} &= \sqrt{(-1)^{2} + (2)^{2}} = \sqrt{5} \\ + \| r(-1) \|_{L_\infty} &= \max(|-1|,|2|) = 2 +\f} +and for \f$r(0.5) = \begin{pmatrix} 0.5 \\ 0.5 \end{pmatrix}\f$ the calculation +is +\f{align*} + \| r(0.5) \|_{L_1} &= |0.5| + |0.5| = 1 \\ + \| r(0.5) \|_{L_2} &= \sqrt{(0.5)^{2} + (0.5)^{2}} = \sqrt{0.5} \\ + \| r(0.5) \|_{L_\infty} &= \max(|0.5|,|0.5|) = 0.5. +\f} +The following graphic shows all values for the three norm functions \f$\| r(x) +\|_{L_1}, \| r(x) \|_{L_2}\f$ and \f$\| r(x) \|_{L_\infty}\f$. It is notable +that the \f$ L_{1} \f$ norm forms the upper and the \f$ L_{\infty} \f$ norm +forms the lower border for the example function \f$ r(x) \f$. +![Graphs for the different norm functions from the above +example](pics/NormTypes_OneArray_1-2-INF.png) + +When the mask parameter is specified and it is not empty, the norm is + +If normType is not specified, #NORM_L2 is used. +calculated only over the region specified by the mask. + +Multi-channel input arrays are treated as single-channel arrays, that is, +the results for all channels are combined. + +Hamming norms can only be calculated with CV_8U depth arrays. + +@param src1 first input array. +@param normType type of the norm (see #NormTypes). +@param mask optional operation mask; it must have the same size as src1 and +CV_8UC1 type. +*/ +CV_EXPORTS_W double norm(InputArray src1, int normType = NORM_L2, + InputArray mask = noArray()); + +/** @brief Calculates an absolute difference norm or a relative difference norm. + +This version of cv::norm calculates the absolute difference norm +or the relative difference norm of arrays src1 and src2. +The type of norm to calculate is specified using #NormTypes. + +@param src1 first input array. +@param src2 second input array of the same size and the same type as src1. +@param normType type of the norm (see #NormTypes). +@param mask optional operation mask; it must have the same size as src1 and +CV_8UC1 type. +*/ +CV_EXPORTS_W double norm(InputArray src1, InputArray src2, + int normType = NORM_L2, InputArray mask = noArray()); +/** @overload +@param src first input array. +@param normType type of the norm (see #NormTypes). +*/ +CV_EXPORTS double norm(const SparseMat &src, int normType); + +/** @brief Computes the Peak Signal-to-Noise Ratio (PSNR) image quality metric. + +This function calculates the Peak Signal-to-Noise Ratio (PSNR) image quality +metric in decibels (dB), between two input arrays src1 and src2. The arrays must +have the same type. + +The PSNR is calculated as follows: + +\f[ +\texttt{PSNR} = 10 \cdot \log_{10}{\left( \frac{R^2}{MSE} \right) } +\f] + +where R is the maximum integer value of depth (e.g. 255 in the case of CV_8U +data) and MSE is the mean squared error between the two arrays. + +@param src1 first input array. +@param src2 second input array of the same size as src1. +@param R the maximum pixel value (255 by default) + + */ +CV_EXPORTS_W double PSNR(InputArray src1, InputArray src2, double R = 255.); + +/** @brief naive nearest neighbor finder + +see http://en.wikipedia.org/wiki/Nearest_neighbor_search +@todo document + */ +CV_EXPORTS_W void batchDistance(InputArray src1, InputArray src2, + OutputArray dist, int dtype, OutputArray nidx, + int normType = NORM_L2, int K = 0, + InputArray mask = noArray(), int update = 0, + bool crosscheck = false); + +/** @brief Normalizes the norm or value range of an array. + +The function cv::normalize normalizes scale and shift the input array elements +so that +\f[\| \texttt{dst} \| _{L_p}= \texttt{alpha}\f] +(where p=Inf, 1 or 2) when normType=NORM_INF, NORM_L1, or NORM_L2, respectively; +or so that +\f[\min _I \texttt{dst} (I)= \texttt{alpha} , \, \, \max _I \texttt{dst} (I)= +\texttt{beta}\f] + +when normType=NORM_MINMAX (for dense arrays only). The optional mask specifies a +sub-array to be normalized. This means that the norm or min-n-max are calculated +over the sub-array, and then this sub-array is modified to be normalized. If you +want to only use the mask to calculate the norm or min-max but modify the whole +array, you can use norm and Mat::convertTo. + +In case of sparse matrices, only the non-zero values are analyzed and +transformed. Because of this, the range transformation for sparse matrices is +not allowed since it can shift the zero level. + +Possible usage with some positive example data: +@code{.cpp} + vector positiveData = { 2.0, 8.0, 10.0 }; + vector normalizedData_l1, normalizedData_l2, normalizedData_inf, +normalizedData_minmax; + + // Norm to probability (total count) + // sum(numbers) = 20.0 + // 2.0 0.1 (2.0/20.0) + // 8.0 0.4 (8.0/20.0) + // 10.0 0.5 (10.0/20.0) + normalize(positiveData, normalizedData_l1, 1.0, 0.0, NORM_L1); + + // Norm to unit vector: ||positiveData|| = 1.0 + // 2.0 0.15 + // 8.0 0.62 + // 10.0 0.77 + normalize(positiveData, normalizedData_l2, 1.0, 0.0, NORM_L2); + + // Norm to max element + // 2.0 0.2 (2.0/10.0) + // 8.0 0.8 (8.0/10.0) + // 10.0 1.0 (10.0/10.0) + normalize(positiveData, normalizedData_inf, 1.0, 0.0, NORM_INF); + + // Norm to range [0.0;1.0] + // 2.0 0.0 (shift to left border) + // 8.0 0.75 (6.0/8.0) + // 10.0 1.0 (shift to right border) + normalize(positiveData, normalizedData_minmax, 1.0, 0.0, NORM_MINMAX); +@endcode + +@param src input array. +@param dst output array of the same size as src . +@param alpha norm value to normalize to or the lower range boundary in case of +the range normalization. +@param beta upper range boundary in case of the range normalization; it is not +used for the norm normalization. +@param norm_type normalization type (see cv::NormTypes). +@param dtype when negative, the output array has the same type as src; +otherwise, it has the same number of channels as src and the depth +=CV_MAT_DEPTH(dtype). +@param mask optional operation mask. +@sa norm, Mat::convertTo, SparseMat::convertTo +*/ +CV_EXPORTS_W void normalize(InputArray src, InputOutputArray dst, + double alpha = 1, double beta = 0, + int norm_type = NORM_L2, int dtype = -1, + InputArray mask = noArray()); + +/** @overload +@param src input array. +@param dst output array of the same size as src . +@param alpha norm value to normalize to or the lower range boundary in case of +the range normalization. +@param normType normalization type (see cv::NormTypes). +*/ +CV_EXPORTS void normalize(const SparseMat &src, SparseMat &dst, double alpha, + int normType); + +/** @brief Finds the global minimum and maximum in an array. + +The function cv::minMaxLoc finds the minimum and maximum element values and +their positions. The extrema are searched across the whole array or, if mask is +not an empty array, in the specified array region. + +In C++, if the input is multi-channel, you should omit the minLoc, maxLoc, and +mask arguments (i.e. leave them as NULL, NULL, and noArray() respectively). +These arguments are not supported for multi-channel input arrays. If working +with multi-channel input and you need the minLoc, maxLoc, or mask arguments, +then use Mat::reshape first to reinterpret the array as single-channel. +Alternatively, you can extract the particular channel using either +extractImageCOI, mixChannels, or split. + +In Python, multi-channel input is not supported at all due to a limitation in +the binding generation process (there is no way to set minLoc and maxLoc to +NULL). A workaround is to operate on each channel individually or to use NumPy +to achieve the same functionality. + +@param src input single-channel array. +@param minVal pointer to the returned minimum value; NULL is used if not +required. +@param maxVal pointer to the returned maximum value; NULL is used if not +required. +@param minLoc pointer to the returned minimum location (in 2D case); NULL is +used if not required. +@param maxLoc pointer to the returned maximum location (in 2D case); NULL is +used if not required. +@param mask optional mask used to select a sub-array. +@sa max, min, reduceArgMin, reduceArgMax, compare, inRange, extractImageCOI, +mixChannels, split, Mat::reshape +*/ +CV_EXPORTS_W void minMaxLoc(InputArray src, CV_OUT double *minVal, + CV_OUT double *maxVal = 0, CV_OUT Point *minLoc = 0, + CV_OUT Point *maxLoc = 0, + InputArray mask = noArray()); + +/** + * @brief Finds indices of min elements along provided axis + * + * @note + * - If input or output array is not continuous, this function will create + * an internal copy. + * - NaN handling is left unspecified, see patchNaNs(). + * - The returned index is always in bounds of input matrix. + * + * @param src input single-channel array. + * @param dst output array of type CV_32SC1 with the same dimensionality as src, + * except for axis being reduced - it should be set to 1. + * @param lastIndex whether to get the index of first or last occurrence of min. + * @param axis axis to reduce along. + * @sa reduceArgMax, minMaxLoc, min, max, compare, reduce + */ +CV_EXPORTS_W void reduceArgMin(InputArray src, OutputArray dst, int axis, + bool lastIndex = false); + +/** + * @brief Finds indices of max elements along provided axis + * + * @note + * - If input or output array is not continuous, this function will create + * an internal copy. + * - NaN handling is left unspecified, see patchNaNs(). + * - The returned index is always in bounds of input matrix. + * + * @param src input single-channel array. + * @param dst output array of type CV_32SC1 with the same dimensionality as src, + * except for axis being reduced - it should be set to 1. + * @param lastIndex whether to get the index of first or last occurrence of max. + * @param axis axis to reduce along. + * @sa reduceArgMin, minMaxLoc, min, max, compare, reduce + */ +CV_EXPORTS_W void reduceArgMax(InputArray src, OutputArray dst, int axis, + bool lastIndex = false); + +/** @brief Finds the global minimum and maximum in an array + +The function cv::minMaxIdx finds the minimum and maximum element values and +their positions. The extremums are searched across the whole array or, if mask +is not an empty array, in the specified array region. In case of a sparse +matrix, the minimum is found among non-zero elements only. Multi-channel input +is supported without mask and extremums indexes (should be nullptr). +@note When minIdx is not NULL, it must have at least 2 elements (as well as +maxIdx), even if src is a single-row or single-column matrix. In OpenCV +(following MATLAB) each array has at least 2 dimensions, i.e. single-column +matrix is Mx1 matrix (and therefore minIdx/maxIdx will be (i1,0)/(i2,0)) and +single-row matrix is 1xN matrix (and therefore minIdx/maxIdx will be +(0,j1)/(0,j2)). +@param src input single-channel array. +@param minVal pointer to the returned minimum value; NULL is used if not +required. +@param maxVal pointer to the returned maximum value; NULL is used if not +required. +@param minIdx pointer to the returned minimum location (in nD case); NULL is +used if not required; Otherwise, it must point to an array of src.dims elements, +the coordinates of the minimum element in each dimension are stored there +sequentially. +@param maxIdx pointer to the returned maximum location (in nD case). NULL is +used if not required. +@param mask specified array region +*/ +CV_EXPORTS void minMaxIdx(InputArray src, double *minVal, double *maxVal = 0, + int *minIdx = 0, int *maxIdx = 0, + InputArray mask = noArray()); + +/** @overload +@param a input single-channel array. +@param minVal pointer to the returned minimum value; NULL is used if not +required. +@param maxVal pointer to the returned maximum value; NULL is used if not +required. +@param minIdx pointer to the returned minimum location (in nD case); NULL is +used if not required; Otherwise, it must point to an array of src.dims elements, +the coordinates of the minimum element in each dimension are stored there +sequentially. +@param maxIdx pointer to the returned maximum location (in nD case). NULL is +used if not required. +*/ +CV_EXPORTS void minMaxLoc(const SparseMat &a, double *minVal, double *maxVal, + int *minIdx = 0, int *maxIdx = 0); + +/** @brief Reduces a matrix to a vector. + +The function #reduce reduces the matrix to a vector by treating the matrix +rows/columns as a set of 1D vectors and performing the specified operation on +the vectors until a single row/column is obtained. For example, the function can +be used to compute horizontal and vertical projections of a raster image. In +case of #REDUCE_MAX and #REDUCE_MIN, the output image should have the same type +as the source one. In case of #REDUCE_SUM, #REDUCE_SUM2 and #REDUCE_AVG, the +output may have a larger element bit-depth to preserve accuracy. And +multi-channel arrays are also supported in these two reduction modes. + +The following code demonstrates its usage for a single channel matrix. +@snippet snippets/core_reduce.cpp example + +And the following code demonstrates its usage for a two-channel matrix. +@snippet snippets/core_reduce.cpp example2 + +@param src input 2D matrix. +@param dst output vector. Its size and type is defined by dim and dtype +parameters. +@param dim dimension index along which the matrix is reduced. 0 means that the +matrix is reduced to a single row. 1 means that the matrix is reduced to a +single column. +@param rtype reduction operation that could be one of #ReduceTypes +@param dtype when negative, the output vector will have the same type as the +input matrix, otherwise, its type will be CV_MAKE_TYPE(CV_MAT_DEPTH(dtype), +src.channels()). +@sa repeat, reduceArgMin, reduceArgMax +*/ +CV_EXPORTS_W void reduce(InputArray src, OutputArray dst, int dim, int rtype, + int dtype = -1); + +/** @brief Creates one multi-channel array out of several single-channel ones. + +The function cv::merge merges several arrays to make a single multi-channel +array. That is, each element of the output array will be a concatenation of the +elements of the input arrays, where elements of i-th input array are treated as +mv[i].channels()-element vectors. + +The function cv::split does the reverse operation. If you need to shuffle +channels in some other advanced way, use cv::mixChannels. + +The following example shows how to merge 3 single channel matrices into a single +3-channel matrix. +@snippet snippets/core_merge.cpp example + +@param mv input array of matrices to be merged; all the matrices in mv must have +the same size and the same depth. +@param count number of input matrices when mv is a plain C array; it must be +greater than zero. +@param dst output array of the same size and the same depth as mv[0]; The number +of channels will be equal to the parameter count. +@sa mixChannels, split, Mat::reshape +*/ +CV_EXPORTS void merge(const Mat *mv, size_t count, OutputArray dst); + +/** @overload +@param mv input vector of matrices to be merged; all the matrices in mv must +have the same size and the same depth. +@param dst output array of the same size and the same depth as mv[0]; The number +of channels will be the total number of channels in the matrix array. + */ +CV_EXPORTS_W void merge(InputArrayOfArrays mv, OutputArray dst); + +/** @brief Divides a multi-channel array into several single-channel arrays. + +The function cv::split splits a multi-channel array into separate single-channel +arrays: +\f[\texttt{mv} [c](I) = \texttt{src} (I)_c\f] +If you need to extract a single channel or do some other sophisticated channel +permutation, use mixChannels. + +The following example demonstrates how to split a 3-channel matrix into 3 single +channel matrices. +@snippet snippets/core_split.cpp example + +@param src input multi-channel array. +@param mvbegin output array; the number of arrays must match src.channels(); the +arrays themselves are reallocated, if needed. +@sa merge, mixChannels, cvtColor +*/ +CV_EXPORTS void split(const Mat &src, Mat *mvbegin); + +/** @overload +@param m input multi-channel array. +@param mv output vector of arrays; the arrays themselves are reallocated, if +needed. +*/ +CV_EXPORTS_W void split(InputArray m, OutputArrayOfArrays mv); + +/** @brief Copies specified channels from input arrays to the specified channels +of output arrays. + +The function cv::mixChannels provides an advanced mechanism for shuffling image +channels. + +cv::split,cv::merge,cv::extractChannel,cv::insertChannel and some forms of +cv::cvtColor are partial cases of cv::mixChannels. + +In the example below, the code splits a 4-channel BGRA image into a 3-channel +BGR (with B and R channels swapped) and a separate alpha-channel image: +@code{.cpp} + Mat bgra( 100, 100, CV_8UC4, Scalar(255,0,0,255) ); + Mat bgr( bgra.rows, bgra.cols, CV_8UC3 ); + Mat alpha( bgra.rows, bgra.cols, CV_8UC1 ); + + // forming an array of matrices is a quite efficient operation, + // because the matrix data is not copied, only the headers + Mat out[] = { bgr, alpha }; + // bgra[0] -> bgr[2], bgra[1] -> bgr[1], + // bgra[2] -> bgr[0], bgra[3] -> alpha[0] + int from_to[] = { 0,2, 1,1, 2,0, 3,3 }; + mixChannels( &bgra, 1, out, 2, from_to, 4 ); +@endcode +@note Unlike many other new-style C++ functions in OpenCV (see the introduction +section and Mat::create ), cv::mixChannels requires the output arrays to be +pre-allocated before calling the function. +@param src input array or vector of matrices; all of the matrices must have the +same size and the same depth. +@param nsrcs number of matrices in `src`. +@param dst output array or vector of matrices; all the matrices **must be +allocated**; their size and depth must be the same as in `src[0]`. +@param ndsts number of matrices in `dst`. +@param fromTo array of index pairs specifying which channels are copied and +where; fromTo[k\*2] is a 0-based index of the input channel in src, +fromTo[k\*2+1] is an index of the output channel in dst; the continuous channel +numbering is used: the first input image channels are indexed from 0 to +src[0].channels()-1, the second input image channels are indexed from +src[0].channels() to src[0].channels() + src[1].channels()-1, and so on, the +same scheme is used for the output image channels; as a special case, when +fromTo[k\*2] is negative, the corresponding output channel is filled with zero . +@param npairs number of index pairs in `fromTo`. +@sa split, merge, extractChannel, insertChannel, cvtColor +*/ +CV_EXPORTS void mixChannels(const Mat *src, size_t nsrcs, Mat *dst, + size_t ndsts, const int *fromTo, size_t npairs); + +/** @overload +@param src input array or vector of matrices; all of the matrices must have the +same size and the same depth. +@param dst output array or vector of matrices; all the matrices **must be +allocated**; their size and depth must be the same as in src[0]. +@param fromTo array of index pairs specifying which channels are copied and +where; fromTo[k\*2] is a 0-based index of the input channel in src, +fromTo[k\*2+1] is an index of the output channel in dst; the continuous channel +numbering is used: the first input image channels are indexed from 0 to +src[0].channels()-1, the second input image channels are indexed from +src[0].channels() to src[0].channels() + src[1].channels()-1, and so on, the +same scheme is used for the output image channels; as a special case, when +fromTo[k\*2] is negative, the corresponding output channel is filled with zero . +@param npairs number of index pairs in fromTo. +*/ +CV_EXPORTS void mixChannels(InputArrayOfArrays src, + InputOutputArrayOfArrays dst, const int *fromTo, + size_t npairs); + +/** @overload +@param src input array or vector of matrices; all of the matrices must have the +same size and the same depth. +@param dst output array or vector of matrices; all the matrices **must be +allocated**; their size and depth must be the same as in src[0]. +@param fromTo array of index pairs specifying which channels are copied and +where; fromTo[k\*2] is a 0-based index of the input channel in src, +fromTo[k\*2+1] is an index of the output channel in dst; the continuous channel +numbering is used: the first input image channels are indexed from 0 to +src[0].channels()-1, the second input image channels are indexed from +src[0].channels() to src[0].channels() + src[1].channels()-1, and so on, the +same scheme is used for the output image channels; as a special case, when +fromTo[k\*2] is negative, the corresponding output channel is filled with zero . +*/ +CV_EXPORTS_W void mixChannels(InputArrayOfArrays src, + InputOutputArrayOfArrays dst, + const std::vector &fromTo); + +/** @brief Extracts a single channel from src (coi is 0-based index) +@param src input array +@param dst output array +@param coi index of channel to extract +@sa mixChannels, split +*/ +CV_EXPORTS_W void extractChannel(InputArray src, OutputArray dst, int coi); + +/** @brief Inserts a single channel to dst (coi is 0-based index) +@param src input array +@param dst output array +@param coi index of channel for insertion +@sa mixChannels, merge +*/ +CV_EXPORTS_W void insertChannel(InputArray src, InputOutputArray dst, int coi); + +/** @brief Flips a 2D array around vertical, horizontal, or both axes. + +The function cv::flip flips the array in one of three different ways (row +and column indices are 0-based): +\f[\texttt{dst} _{ij} = +\left\{ +\begin{array}{l l} +\texttt{src} _{\texttt{src.rows}-i-1,j} & if\; \texttt{flipCode} = 0 \\ +\texttt{src} _{i, \texttt{src.cols} -j-1} & if\; \texttt{flipCode} > 0 \\ +\texttt{src} _{ \texttt{src.rows} -i-1, \texttt{src.cols} -j-1} & if\; +\texttt{flipCode} < 0 \\ +\end{array} +\right.\f] +The example scenarios of using the function are the following: +* Vertical flipping of the image (flipCode == 0) to switch between + top-left and bottom-left image origin. This is a typical operation + in video processing on Microsoft Windows\* OS. +* Horizontal flipping of the image with the subsequent horizontal + shift and absolute difference calculation to check for a + vertical-axis symmetry (flipCode \> 0). +* Simultaneous horizontal and vertical flipping of the image with + the subsequent shift and absolute difference calculation to check + for a central symmetry (flipCode \< 0). +* Reversing the order of point arrays (flipCode \> 0 or + flipCode == 0). +@param src input array. +@param dst output array of the same size and type as src. +@param flipCode a flag to specify how to flip the array; 0 means +flipping around the x-axis and positive value (for example, 1) means +flipping around y-axis. Negative value (for example, -1) means flipping +around both axes. +@sa transpose, repeat, completeSymm +*/ +CV_EXPORTS_W void flip(InputArray src, OutputArray dst, int flipCode); + +/** @brief Flips a n-dimensional at given axis + * @param src input array + * @param dst output array that has the same shape of src + * @param axis axis that performs a flip on. 0 <= axis < src.dims. + */ +CV_EXPORTS_W void flipND(InputArray src, OutputArray dst, int axis); + +/** @brief Broadcast the given Mat to the given shape. + * @param src input array + * @param shape target shape. Should be a list of CV_32S numbers. Note that + * negative values are not supported. + * @param dst output array that has the given shape + */ +CV_EXPORTS_W void broadcast(InputArray src, InputArray shape, OutputArray dst); + +enum RotateFlags { + ROTATE_90_CLOCKWISE = 0, //!< Rotate 90 degrees clockwise + ROTATE_180 = 1, //!< Rotate 180 degrees clockwise + ROTATE_90_COUNTERCLOCKWISE = 2, //!< Rotate 270 degrees clockwise +}; +/** @brief Rotates a 2D array in multiples of 90 degrees. +The function cv::rotate rotates the array in one of three different ways: +* Rotate by 90 degrees clockwise (rotateCode = ROTATE_90_CLOCKWISE). +* Rotate by 180 degrees clockwise (rotateCode = ROTATE_180). +* Rotate by 270 degrees clockwise (rotateCode = ROTATE_90_COUNTERCLOCKWISE). +@param src input array. +@param dst output array of the same type as src. The size is the same with +ROTATE_180, and the rows and cols are switched for ROTATE_90_CLOCKWISE and +ROTATE_90_COUNTERCLOCKWISE. +@param rotateCode an enum to specify how to rotate the array; see the enum +#RotateFlags +@sa transpose, repeat, completeSymm, flip, RotateFlags +*/ +CV_EXPORTS_W void rotate(InputArray src, OutputArray dst, int rotateCode); + +/** @brief Fills the output array with repeated copies of the input array. + +The function cv::repeat duplicates the input array one or more times along each +of the two axes: +\f[\texttt{dst} _{ij}= \texttt{src} _{i\mod src.rows, \; j\mod src.cols }\f] +The second variant of the function is more convenient to use with @ref +MatrixExpressions. +@param src input array to replicate. +@param ny Flag to specify how many times the `src` is repeated along the +vertical axis. +@param nx Flag to specify how many times the `src` is repeated along the +horizontal axis. +@param dst output array of the same type as `src`. +@sa cv::reduce +*/ +CV_EXPORTS_W void repeat(InputArray src, int ny, int nx, OutputArray dst); + +/** @overload +@param src input array to replicate. +@param ny Flag to specify how many times the `src` is repeated along the +vertical axis. +@param nx Flag to specify how many times the `src` is repeated along the +horizontal axis. + */ +CV_EXPORTS Mat repeat(const Mat &src, int ny, int nx); + +/** @brief Applies horizontal concatenation to given matrices. + +The function horizontally concatenates two or more cv::Mat matrices (with the +same number of rows). +@code{.cpp} + cv::Mat matArray[] = { cv::Mat(4, 1, CV_8UC1, cv::Scalar(1)), + cv::Mat(4, 1, CV_8UC1, cv::Scalar(2)), + cv::Mat(4, 1, CV_8UC1, cv::Scalar(3)),}; + + cv::Mat out; + cv::hconcat( matArray, 3, out ); + //out: + //[1, 2, 3; + // 1, 2, 3; + // 1, 2, 3; + // 1, 2, 3] +@endcode +@param src input array or vector of matrices. all of the matrices must have the +same number of rows and the same depth. +@param nsrc number of matrices in src. +@param dst output array. It has the same number of rows and depth as the src, +and the sum of cols of the src. +@sa cv::vconcat(const Mat*, size_t, OutputArray), @sa +cv::vconcat(InputArrayOfArrays, OutputArray) and @sa cv::vconcat(InputArray, +InputArray, OutputArray) +*/ +CV_EXPORTS void hconcat(const Mat *src, size_t nsrc, OutputArray dst); +/** @overload + @code{.cpp} + cv::Mat_ A = (cv::Mat_(3, 2) << 1, 4, + 2, 5, + 3, 6); + cv::Mat_ B = (cv::Mat_(3, 2) << 7, 10, + 8, 11, + 9, 12); + + cv::Mat C; + cv::hconcat(A, B, C); + //C: + //[1, 4, 7, 10; + // 2, 5, 8, 11; + // 3, 6, 9, 12] + @endcode + @param src1 first input array to be considered for horizontal concatenation. + @param src2 second input array to be considered for horizontal concatenation. + @param dst output array. It has the same number of rows and depth as the src1 + and src2, and the sum of cols of the src1 and src2. + */ +CV_EXPORTS void hconcat(InputArray src1, InputArray src2, OutputArray dst); +/** @overload + @code{.cpp} + std::vector matrices = { cv::Mat(4, 1, CV_8UC1, cv::Scalar(1)), + cv::Mat(4, 1, CV_8UC1, cv::Scalar(2)), + cv::Mat(4, 1, CV_8UC1, cv::Scalar(3)),}; + + cv::Mat out; + cv::hconcat( matrices, out ); + //out: + //[1, 2, 3; + // 1, 2, 3; + // 1, 2, 3; + // 1, 2, 3] + @endcode + @param src input array or vector of matrices. all of the matrices must have the +same number of rows and the same depth. + @param dst output array. It has the same number of rows and depth as the src, +and the sum of cols of the src. same depth. + */ +CV_EXPORTS_W void hconcat(InputArrayOfArrays src, OutputArray dst); + +/** @brief Applies vertical concatenation to given matrices. + +The function vertically concatenates two or more cv::Mat matrices (with the same +number of cols). +@code{.cpp} + cv::Mat matArray[] = { cv::Mat(1, 4, CV_8UC1, cv::Scalar(1)), + cv::Mat(1, 4, CV_8UC1, cv::Scalar(2)), + cv::Mat(1, 4, CV_8UC1, cv::Scalar(3)),}; + + cv::Mat out; + cv::vconcat( matArray, 3, out ); + //out: + //[1, 1, 1, 1; + // 2, 2, 2, 2; + // 3, 3, 3, 3] +@endcode +@param src input array or vector of matrices. all of the matrices must have the +same number of cols and the same depth. +@param nsrc number of matrices in src. +@param dst output array. It has the same number of cols and depth as the src, +and the sum of rows of the src. +@sa cv::hconcat(const Mat*, size_t, OutputArray), @sa +cv::hconcat(InputArrayOfArrays, OutputArray) and @sa cv::hconcat(InputArray, +InputArray, OutputArray) +*/ +CV_EXPORTS void vconcat(const Mat *src, size_t nsrc, OutputArray dst); +/** @overload + @code{.cpp} + cv::Mat_ A = (cv::Mat_(3, 2) << 1, 7, + 2, 8, + 3, 9); + cv::Mat_ B = (cv::Mat_(3, 2) << 4, 10, + 5, 11, + 6, 12); + + cv::Mat C; + cv::vconcat(A, B, C); + //C: + //[1, 7; + // 2, 8; + // 3, 9; + // 4, 10; + // 5, 11; + // 6, 12] + @endcode + @param src1 first input array to be considered for vertical concatenation. + @param src2 second input array to be considered for vertical concatenation. + @param dst output array. It has the same number of cols and depth as the src1 + and src2, and the sum of rows of the src1 and src2. + */ +CV_EXPORTS void vconcat(InputArray src1, InputArray src2, OutputArray dst); +/** @overload + @code{.cpp} + std::vector matrices = { cv::Mat(1, 4, CV_8UC1, cv::Scalar(1)), + cv::Mat(1, 4, CV_8UC1, cv::Scalar(2)), + cv::Mat(1, 4, CV_8UC1, cv::Scalar(3)),}; + + cv::Mat out; + cv::vconcat( matrices, out ); + //out: + //[1, 1, 1, 1; + // 2, 2, 2, 2; + // 3, 3, 3, 3] + @endcode + @param src input array or vector of matrices. all of the matrices must have the +same number of cols and the same depth + @param dst output array. It has the same number of cols and depth as the src, +and the sum of rows of the src. same depth. + */ +CV_EXPORTS_W void vconcat(InputArrayOfArrays src, OutputArray dst); + +/** @brief computes bitwise conjunction of the two arrays (dst = src1 & src2) +Calculates the per-element bit-wise conjunction of two arrays or an +array and a scalar. + +The function cv::bitwise_and calculates the per-element bit-wise logical +conjunction for: +* Two arrays when src1 and src2 have the same size: + \f[\texttt{dst} (I) = \texttt{src1} (I) \wedge \texttt{src2} (I) \quad +\texttt{if mask} (I) \ne0\f] +* An array and a scalar when src2 is constructed from Scalar or has + the same number of elements as `src1.channels()`: + \f[\texttt{dst} (I) = \texttt{src1} (I) \wedge \texttt{src2} \quad +\texttt{if mask} (I) \ne0\f] +* A scalar and an array when src1 is constructed from Scalar or has + the same number of elements as `src2.channels()`: + \f[\texttt{dst} (I) = \texttt{src1} \wedge \texttt{src2} (I) \quad +\texttt{if mask} (I) \ne0\f] In case of floating-point arrays, their +machine-specific bit representations (usually IEEE754-compliant) are used for +the operation. In case of multi-channel arrays, each channel is processed +independently. In the second and third cases above, the scalar is first +converted to the array type. +@param src1 first input array or a scalar. +@param src2 second input array or a scalar. +@param dst output array that has the same size and type as the input +arrays. +@param mask optional operation mask, 8-bit single channel array, that +specifies elements of the output array to be changed. +*/ +CV_EXPORTS_W void bitwise_and(InputArray src1, InputArray src2, OutputArray dst, + InputArray mask = noArray()); + +/** @brief Calculates the per-element bit-wise disjunction of two arrays or an +array and a scalar. + +The function cv::bitwise_or calculates the per-element bit-wise logical +disjunction for: +* Two arrays when src1 and src2 have the same size: + \f[\texttt{dst} (I) = \texttt{src1} (I) \vee \texttt{src2} (I) \quad +\texttt{if mask} (I) \ne0\f] +* An array and a scalar when src2 is constructed from Scalar or has + the same number of elements as `src1.channels()`: + \f[\texttt{dst} (I) = \texttt{src1} (I) \vee \texttt{src2} \quad +\texttt{if mask} (I) \ne0\f] +* A scalar and an array when src1 is constructed from Scalar or has + the same number of elements as `src2.channels()`: + \f[\texttt{dst} (I) = \texttt{src1} \vee \texttt{src2} (I) \quad +\texttt{if mask} (I) \ne0\f] In case of floating-point arrays, their +machine-specific bit representations (usually IEEE754-compliant) are used for +the operation. In case of multi-channel arrays, each channel is processed +independently. In the second and third cases above, the scalar is first +converted to the array type. +@param src1 first input array or a scalar. +@param src2 second input array or a scalar. +@param dst output array that has the same size and type as the input +arrays. +@param mask optional operation mask, 8-bit single channel array, that +specifies elements of the output array to be changed. +*/ +CV_EXPORTS_W void bitwise_or(InputArray src1, InputArray src2, OutputArray dst, + InputArray mask = noArray()); + +/** @brief Calculates the per-element bit-wise "exclusive or" operation on two +arrays or an array and a scalar. + +The function cv::bitwise_xor calculates the per-element bit-wise logical +"exclusive-or" operation for: +* Two arrays when src1 and src2 have the same size: + \f[\texttt{dst} (I) = \texttt{src1} (I) \oplus \texttt{src2} (I) \quad +\texttt{if mask} (I) \ne0\f] +* An array and a scalar when src2 is constructed from Scalar or has + the same number of elements as `src1.channels()`: + \f[\texttt{dst} (I) = \texttt{src1} (I) \oplus \texttt{src2} \quad +\texttt{if mask} (I) \ne0\f] +* A scalar and an array when src1 is constructed from Scalar or has + the same number of elements as `src2.channels()`: + \f[\texttt{dst} (I) = \texttt{src1} \oplus \texttt{src2} (I) \quad +\texttt{if mask} (I) \ne0\f] In case of floating-point arrays, their +machine-specific bit representations (usually IEEE754-compliant) are used for +the operation. In case of multi-channel arrays, each channel is processed +independently. In the 2nd and 3rd cases above, the scalar is first +converted to the array type. +@param src1 first input array or a scalar. +@param src2 second input array or a scalar. +@param dst output array that has the same size and type as the input +arrays. +@param mask optional operation mask, 8-bit single channel array, that +specifies elements of the output array to be changed. +*/ +CV_EXPORTS_W void bitwise_xor(InputArray src1, InputArray src2, OutputArray dst, + InputArray mask = noArray()); + +/** @brief Inverts every bit of an array. + +The function cv::bitwise_not calculates per-element bit-wise inversion of the +input array: +\f[\texttt{dst} (I) = \neg \texttt{src} (I)\f] +In case of a floating-point input array, its machine-specific bit +representation (usually IEEE754-compliant) is used for the operation. In +case of multi-channel arrays, each channel is processed independently. +@param src input array. +@param dst output array that has the same size and type as the input +array. +@param mask optional operation mask, 8-bit single channel array, that +specifies elements of the output array to be changed. +*/ +CV_EXPORTS_W void bitwise_not(InputArray src, OutputArray dst, + InputArray mask = noArray()); + +/** @brief Calculates the per-element absolute difference between two arrays or +between an array and a scalar. + +The function cv::absdiff calculates: +* Absolute difference between two arrays when they have the same + size and type: + \f[\texttt{dst}(I) = \texttt{saturate} (| \texttt{src1}(I) - +\texttt{src2}(I)|)\f] +* Absolute difference between an array and a scalar when the second + array is constructed from Scalar or has as many elements as the + number of channels in `src1`: + \f[\texttt{dst}(I) = \texttt{saturate} (| \texttt{src1}(I) - \texttt{src2} +|)\f] +* Absolute difference between a scalar and an array when the first + array is constructed from Scalar or has as many elements as the + number of channels in `src2`: + \f[\texttt{dst}(I) = \texttt{saturate} (| \texttt{src1} - \texttt{src2}(I) +|)\f] where I is a multi-dimensional index of array elements. In case of + multi-channel arrays, each channel is processed independently. +@note Saturation is not applied when the arrays have the depth CV_32S. +You may even get a negative value in the case of overflow. +@note (Python) Be careful to difference behaviour between src1/src2 are single +number and they are tuple/array. `absdiff(src,X)` means +`absdiff(src,(X,X,X,X))`. `absdiff(src,(X,))` means `absdiff(src,(X,0,0,0))`. +@param src1 first input array or a scalar. +@param src2 second input array or a scalar. +@param dst output array that has the same size and type as input arrays. +@sa cv::abs(const Mat&) +*/ +CV_EXPORTS_W void absdiff(InputArray src1, InputArray src2, OutputArray dst); + +/** @brief This is an overloaded member function, provided for convenience +(python) Copies the matrix to another one. When the operation mask is specified, +if the Mat::create call shown above reallocates the matrix, the newly allocated +matrix is initialized with all zeros before copying the data. +@param src source matrix. +@param dst Destination matrix. If it does not have a proper size or type before +the operation, it is reallocated. +@param mask Operation mask of the same size as \*this. Its non-zero elements +indicate which matrix elements need to be copied. The mask has to be of type +CV_8U and can have 1 or multiple channels. +*/ + +void CV_EXPORTS_W copyTo(InputArray src, OutputArray dst, InputArray mask); +/** @brief Checks if array elements lie between the elements of two other +arrays. + +The function checks the range as follows: +- For every element of a single-channel input array: + \f[\texttt{dst} (I)= \texttt{lowerb} (I)_0 \leq \texttt{src} (I)_0 \leq +\texttt{upperb} (I)_0\f] +- For two-channel arrays: + \f[\texttt{dst} (I)= \texttt{lowerb} (I)_0 \leq \texttt{src} (I)_0 \leq +\texttt{upperb} (I)_0 \land \texttt{lowerb} (I)_1 \leq \texttt{src} (I)_1 \leq +\texttt{upperb} (I)_1\f] +- and so forth. + +That is, dst (I) is set to 255 (all 1 -bits) if src (I) is within the +specified 1D, 2D, 3D, ... box and 0 otherwise. + +When the lower and/or upper boundary parameters are scalars, the indexes +(I) at lowerb and upperb in the above formulas should be omitted. +@param src first input array. +@param lowerb inclusive lower boundary array or a scalar. +@param upperb inclusive upper boundary array or a scalar. +@param dst output array of the same size as src and CV_8U type. +*/ +CV_EXPORTS_W void inRange(InputArray src, InputArray lowerb, InputArray upperb, + OutputArray dst); + +/** @brief Performs the per-element comparison of two arrays or an array and +scalar value. + +The function compares: +* Elements of two arrays when src1 and src2 have the same size: + \f[\texttt{dst} (I) = \texttt{src1} (I) \,\texttt{cmpop}\, \texttt{src2} +(I)\f] +* Elements of src1 with a scalar src2 when src2 is constructed from + Scalar or has a single element: + \f[\texttt{dst} (I) = \texttt{src1}(I) \,\texttt{cmpop}\, \texttt{src2}\f] +* src1 with elements of src2 when src1 is constructed from Scalar or + has a single element: + \f[\texttt{dst} (I) = \texttt{src1} \,\texttt{cmpop}\, \texttt{src2} +(I)\f] When the comparison result is true, the corresponding element of output +array is set to 255. The comparison operations can be replaced with the +equivalent matrix expressions: +@code{.cpp} + Mat dst1 = src1 >= src2; + Mat dst2 = src1 < 8; + ... +@endcode +@param src1 first input array or a scalar; when it is an array, it must have a +single channel. +@param src2 second input array or a scalar; when it is an array, it must have a +single channel. +@param dst output array of type ref CV_8U that has the same size and the same +number of channels as the input arrays. +@param cmpop a flag, that specifies correspondence between the arrays +(cv::CmpTypes) +@sa checkRange, min, max, threshold +*/ +CV_EXPORTS_W void compare(InputArray src1, InputArray src2, OutputArray dst, + int cmpop); + +/** @brief Calculates per-element minimum of two arrays or an array and a +scalar. + +The function cv::min calculates the per-element minimum of two arrays: +\f[\texttt{dst} (I)= \min ( \texttt{src1} (I), \texttt{src2} (I))\f] +or array and a scalar: +\f[\texttt{dst} (I)= \min ( \texttt{src1} (I), \texttt{value} )\f] +@param src1 first input array. +@param src2 second input array of the same size and type as src1. +@param dst output array of the same size and type as src1. +@sa max, compare, inRange, minMaxLoc +*/ +CV_EXPORTS_W void min(InputArray src1, InputArray src2, OutputArray dst); +/** @overload +needed to avoid conflicts with const _Tp& std::min(const _Tp&, const _Tp&, +_Compare) +*/ +CV_EXPORTS void min(const Mat &src1, const Mat &src2, Mat &dst); + +/** @brief Calculates per-element maximum of two arrays or an array and a +scalar. + +The function cv::max calculates the per-element maximum of two arrays: +\f[\texttt{dst} (I)= \max ( \texttt{src1} (I), \texttt{src2} (I))\f] +or array and a scalar: +\f[\texttt{dst} (I)= \max ( \texttt{src1} (I), \texttt{value} )\f] +@param src1 first input array. +@param src2 second input array of the same size and type as src1 . +@param dst output array of the same size and type as src1. +@sa min, compare, inRange, minMaxLoc, @ref MatrixExpressions +*/ +CV_EXPORTS_W void max(InputArray src1, InputArray src2, OutputArray dst); +/** @overload +needed to avoid conflicts with const _Tp& std::min(const _Tp&, const _Tp&, +_Compare) +*/ +CV_EXPORTS void max(const Mat &src1, const Mat &src2, Mat &dst); + +/** @brief Calculates a square root of array elements. + +The function cv::sqrt calculates a square root of each input array element. +In case of multi-channel arrays, each channel is processed +independently. The accuracy is approximately the same as of the built-in +std::sqrt . +@param src input floating-point array. +@param dst output array of the same size and type as src. +*/ +CV_EXPORTS_W void sqrt(InputArray src, OutputArray dst); + +/** @brief Raises every array element to a power. + +The function cv::pow raises every element of the input array to power : +\f[\texttt{dst} (I) = \fork{\texttt{src}(I)^{power}}{if \(\texttt{power}\) is +integer}{|\texttt{src}(I)|^{power}}{otherwise}\f] + +So, for a non-integer power exponent, the absolute values of input array +elements are used. However, it is possible to get true values for +negative values using some extra operations. In the example below, +computing the 5th root of array src shows: +@code{.cpp} + Mat mask = src < 0; + pow(src, 1./5, dst); + subtract(Scalar::all(0), dst, dst, mask); +@endcode +For some values of power, such as integer values, 0.5 and -0.5, +specialized faster algorithms are used. + +Special values (NaN, Inf) are not handled. +@param src input array. +@param power exponent of power. +@param dst output array of the same size and type as src. +@sa sqrt, exp, log, cartToPolar, polarToCart +*/ +CV_EXPORTS_W void pow(InputArray src, double power, OutputArray dst); + +/** @brief Calculates the exponent of every array element. + +The function cv::exp calculates the exponent of every element of the input +array: +\f[\texttt{dst} [I] = e^{ src(I) }\f] + +The maximum relative error is about 7e-6 for single-precision input and +less than 1e-10 for double-precision input. Currently, the function +converts denormalized values to zeros on output. Special values (NaN, +Inf) are not handled. +@param src input array. +@param dst output array of the same size and type as src. +@sa log, cartToPolar, polarToCart, phase, pow, sqrt, magnitude +*/ +CV_EXPORTS_W void exp(InputArray src, OutputArray dst); + +/** @brief Calculates the natural logarithm of every array element. + +The function cv::log calculates the natural logarithm of every element of the +input array: +\f[\texttt{dst} (I) = \log (\texttt{src}(I)) \f] + +Output on zero, negative and special (NaN, Inf) values is undefined. + +@param src input array. +@param dst output array of the same size and type as src . +@sa exp, cartToPolar, polarToCart, phase, pow, sqrt, magnitude +*/ +CV_EXPORTS_W void log(InputArray src, OutputArray dst); + +/** @brief Calculates x and y coordinates of 2D vectors from their magnitude and +angle. + +The function cv::polarToCart calculates the Cartesian coordinates of each 2D +vector represented by the corresponding elements of magnitude and angle: +\f[\begin{array}{l} \texttt{x} (I) = \texttt{magnitude} (I) \cos ( +\texttt{angle} (I)) \\ \texttt{y} (I) = \texttt{magnitude} (I) \sin ( +\texttt{angle} (I)) \\ \end{array}\f] + +The relative accuracy of the estimated coordinates is about 1e-6. +@param magnitude input floating-point array of magnitudes of 2D vectors; +it can be an empty matrix (=Mat()), in this case, the function assumes +that all the magnitudes are =1; if it is not empty, it must have the +same size and type as angle. +@param angle input floating-point array of angles of 2D vectors. +@param x output array of x-coordinates of 2D vectors; it has the same +size and type as angle. +@param y output array of y-coordinates of 2D vectors; it has the same +size and type as angle. +@param angleInDegrees when true, the input angles are measured in +degrees, otherwise, they are measured in radians. +@sa cartToPolar, magnitude, phase, exp, log, pow, sqrt +*/ +CV_EXPORTS_W void polarToCart(InputArray magnitude, InputArray angle, + OutputArray x, OutputArray y, + bool angleInDegrees = false); + +/** @brief Calculates the magnitude and angle of 2D vectors. + +The function cv::cartToPolar calculates either the magnitude, angle, or both +for every 2D vector (x(I),y(I)): +\f[\begin{array}{l} \texttt{magnitude} (I)= +\sqrt{\texttt{x}(I)^2+\texttt{y}(I)^2} , \\ \texttt{angle} (I)= \texttt{atan2} ( +\texttt{y} (I), \texttt{x} (I))[ \cdot180 / \pi ] \end{array}\f] + +The angles are calculated with accuracy about 0.3 degrees. For the point +(0,0), the angle is set to 0. +@param x array of x-coordinates; this must be a single-precision or +double-precision floating-point array. +@param y array of y-coordinates, that must have the same size and same type as +x. +@param magnitude output array of magnitudes of the same size and type as x. +@param angle output array of angles that has the same size and type as +x; the angles are measured in radians (from 0 to 2\*Pi) or in degrees (0 to 360 +degrees). +@param angleInDegrees a flag, indicating whether the angles are measured +in radians (which is by default), or in degrees. +@sa Sobel, Scharr +*/ +CV_EXPORTS_W void cartToPolar(InputArray x, InputArray y, OutputArray magnitude, + OutputArray angle, bool angleInDegrees = false); + +/** @brief Calculates the rotation angle of 2D vectors. + +The function cv::phase calculates the rotation angle of each 2D vector that +is formed from the corresponding elements of x and y : +\f[\texttt{angle} (I) = \texttt{atan2} ( \texttt{y} (I), \texttt{x} (I))\f] + +The angle estimation accuracy is about 0.3 degrees. When x(I)=y(I)=0 , +the corresponding angle(I) is set to 0. +@param x input floating-point array of x-coordinates of 2D vectors. +@param y input array of y-coordinates of 2D vectors; it must have the +same size and the same type as x. +@param angle output array of vector angles; it has the same size and +same type as x . +@param angleInDegrees when true, the function calculates the angle in +degrees, otherwise, they are measured in radians. +*/ +CV_EXPORTS_W void phase(InputArray x, InputArray y, OutputArray angle, + bool angleInDegrees = false); + +/** @brief Calculates the magnitude of 2D vectors. + +The function cv::magnitude calculates the magnitude of 2D vectors formed +from the corresponding elements of x and y arrays: +\f[\texttt{dst} (I) = \sqrt{\texttt{x}(I)^2 + \texttt{y}(I)^2}\f] +@param x floating-point array of x-coordinates of the vectors. +@param y floating-point array of y-coordinates of the vectors; it must +have the same size as x. +@param magnitude output array of the same size and type as x. +@sa cartToPolar, polarToCart, phase, sqrt +*/ +CV_EXPORTS_W void magnitude(InputArray x, InputArray y, OutputArray magnitude); + +/** @brief Checks every element of an input array for invalid values. + +The function cv::checkRange checks that every array element is neither NaN nor +infinite. When minVal \> -DBL_MAX and maxVal \< DBL_MAX, the function also +checks that each value is between minVal and maxVal. In case of multi-channel +arrays, each channel is processed independently. If some values are out of +range, position of the first outlier is stored in pos (when pos != NULL). Then, +the function either returns false (when quiet=true) or throws an exception. +@param a input array. +@param quiet a flag, indicating whether the functions quietly return false when +the array elements are out of range or they throw an exception. +@param pos optional output parameter, when not NULL, must be a pointer to array +of src.dims elements. +@param minVal inclusive lower boundary of valid values range. +@param maxVal exclusive upper boundary of valid values range. +*/ +CV_EXPORTS_W bool checkRange(InputArray a, bool quiet = true, + CV_OUT Point *pos = 0, double minVal = -DBL_MAX, + double maxVal = DBL_MAX); + +/** @brief Replaces NaNs by given number +@param a input/output matrix (CV_32F type). +@param val value to convert the NaNs +*/ +CV_EXPORTS_W void patchNaNs(InputOutputArray a, double val = 0); + +/** @brief Performs generalized matrix multiplication. + +The function cv::gemm performs generalized matrix multiplication similar to the +gemm functions in BLAS level 3. For example, +`gemm(src1, src2, alpha, src3, beta, dst, GEMM_1_T + GEMM_3_T)` +corresponds to +\f[\texttt{dst} = \texttt{alpha} \cdot \texttt{src1} ^T \cdot \texttt{src2} + +\texttt{beta} \cdot \texttt{src3} ^T\f] + +In case of complex (two-channel) data, performed a complex matrix +multiplication. + +The function can be replaced with a matrix expression. For example, the +above call can be replaced with: +@code{.cpp} + dst = alpha*src1.t()*src2 + beta*src3.t(); +@endcode +@param src1 first multiplied input matrix that could be real(CV_32FC1, +CV_64FC1) or complex(CV_32FC2, CV_64FC2). +@param src2 second multiplied input matrix of the same type as src1. +@param alpha weight of the matrix product. +@param src3 third optional delta matrix added to the matrix product; it +should have the same type as src1 and src2. +@param beta weight of src3. +@param dst output matrix; it has the proper size and the same type as +input matrices. +@param flags operation flags (cv::GemmFlags) +@sa mulTransposed, transform +*/ +CV_EXPORTS_W void gemm(InputArray src1, InputArray src2, double alpha, + InputArray src3, double beta, OutputArray dst, + int flags = 0); + +/** @brief Calculates the product of a matrix and its transposition. + +The function cv::mulTransposed calculates the product of src and its +transposition: +\f[\texttt{dst} = \texttt{scale} ( \texttt{src} - \texttt{delta} )^T ( +\texttt{src} - \texttt{delta} )\f] if aTa=true, and +\f[\texttt{dst} = \texttt{scale} ( \texttt{src} - \texttt{delta} ) ( +\texttt{src} - \texttt{delta} )^T\f] otherwise. The function is used to +calculate the covariance matrix. With zero delta, it can be used as a faster +substitute for general matrix product A\*B when B=A' +@param src input single-channel matrix. Note that unlike gemm, the +function can multiply not only floating-point matrices. +@param dst output square matrix. +@param aTa Flag specifying the multiplication ordering. See the +description below. +@param delta Optional delta matrix subtracted from src before the +multiplication. When the matrix is empty ( delta=noArray() ), it is +assumed to be zero, that is, nothing is subtracted. If it has the same +size as src, it is simply subtracted. Otherwise, it is "repeated" (see +repeat ) to cover the full src and then subtracted. Type of the delta +matrix, when it is not empty, must be the same as the type of created +output matrix. See the dtype parameter description below. +@param scale Optional scale factor for the matrix product. +@param dtype Optional type of the output matrix. When it is negative, +the output matrix will have the same type as src . Otherwise, it will be +type=CV_MAT_DEPTH(dtype) that should be either CV_32F or CV_64F . +@sa calcCovarMatrix, gemm, repeat, reduce +*/ +CV_EXPORTS_W void mulTransposed(InputArray src, OutputArray dst, bool aTa, + InputArray delta = noArray(), double scale = 1, + int dtype = -1); + +/** @brief Transposes a matrix. + +The function cv::transpose transposes the matrix src : +\f[\texttt{dst} (i,j) = \texttt{src} (j,i)\f] +@note No complex conjugation is done in case of a complex matrix. It +should be done separately if needed. +@param src input array. +@param dst output array of the same type as src. +*/ +CV_EXPORTS_W void transpose(InputArray src, OutputArray dst); + +/** @brief Transpose for n-dimensional matrices. + * + * @note Input should be continuous single-channel matrix. + * @param src input array. + * @param order a permutation of [0,1,..,N-1] where N is the number of axes of + * src. The i'th axis of dst will correspond to the axis numbered order[i] of + * the input. + * @param dst output array of the same type as src. + */ +CV_EXPORTS_W void transposeND(InputArray src, const std::vector &order, + OutputArray dst); + +/** @brief Performs the matrix transformation of every array element. + +The function cv::transform performs the matrix transformation of every +element of the array src and stores the results in dst : +\f[\texttt{dst} (I) = \texttt{m} \cdot \texttt{src} (I)\f] +(when m.cols=src.channels() ), or +\f[\texttt{dst} (I) = \texttt{m} \cdot [ \texttt{src} (I); 1]\f] +(when m.cols=src.channels()+1 ) + +Every element of the N -channel array src is interpreted as N -element +vector that is transformed using the M x N or M x (N+1) matrix m to +M-element vector - the corresponding element of the output array dst . + +The function may be used for geometrical transformation of +N -dimensional points, arbitrary linear color space transformation (such +as various kinds of RGB to YUV transforms), shuffling the image +channels, and so forth. +@param src input array that must have as many channels (1 to 4) as +m.cols or m.cols-1. +@param dst output array of the same size and depth as src; it has as +many channels as m.rows. +@param m transformation 2x2 or 2x3 floating-point matrix. +@sa perspectiveTransform, getAffineTransform, estimateAffine2D, warpAffine, +warpPerspective +*/ +CV_EXPORTS_W void transform(InputArray src, OutputArray dst, InputArray m); + +/** @brief Performs the perspective matrix transformation of vectors. + +The function cv::perspectiveTransform transforms every element of src by +treating it as a 2D or 3D vector, in the following way: +\f[(x, y, z) \rightarrow (x'/w, y'/w, z'/w)\f] +where +\f[(x', y', z', w') = \texttt{mat} \cdot \begin{bmatrix} x & y & z & 1 +\end{bmatrix}\f] and +\f[w = \fork{w'}{if \(w' \ne 0\)}{\infty}{otherwise}\f] + +Here a 3D vector transformation is shown. In case of a 2D vector +transformation, the z component is omitted. + +@note The function transforms a sparse set of 2D or 3D vectors. If you +want to transform an image using perspective transformation, use +warpPerspective . If you have an inverse problem, that is, you want to +compute the most probable perspective transformation out of several +pairs of corresponding points, you can use getPerspectiveTransform or +findHomography . +@param src input two-channel or three-channel floating-point array; each +element is a 2D/3D vector to be transformed. +@param dst output array of the same size and type as src. +@param m 3x3 or 4x4 floating-point transformation matrix. +@sa transform, warpPerspective, getPerspectiveTransform, findHomography +*/ +CV_EXPORTS_W void perspectiveTransform(InputArray src, OutputArray dst, + InputArray m); + +/** @brief Copies the lower or the upper half of a square matrix to its another +half. + +The function cv::completeSymm copies the lower or the upper half of a square +matrix to its another half. The matrix diagonal remains unchanged: + - \f$\texttt{m}_{ij}=\texttt{m}_{ji}\f$ for \f$i > j\f$ if + lowerToUpper=false + - \f$\texttt{m}_{ij}=\texttt{m}_{ji}\f$ for \f$i < j\f$ if + lowerToUpper=true + +@param m input-output floating-point square matrix. +@param lowerToUpper operation flag; if true, the lower half is copied to +the upper half. Otherwise, the upper half is copied to the lower half. +@sa flip, transpose +*/ +CV_EXPORTS_W void completeSymm(InputOutputArray m, bool lowerToUpper = false); + +/** @brief Initializes a scaled identity matrix. + +The function cv::setIdentity initializes a scaled identity matrix: +\f[\texttt{mtx} (i,j)= \fork{\texttt{value}}{ if \(i=j\)}{0}{otherwise}\f] + +The function can also be emulated using the matrix initializers and the +matrix expressions: +@code + Mat A = Mat::eye(4, 3, CV_32F)*5; + // A will be set to [[5, 0, 0], [0, 5, 0], [0, 0, 5], [0, 0, 0]] +@endcode +@param mtx matrix to initialize (not necessarily square). +@param s value to assign to diagonal elements. +@sa Mat::zeros, Mat::ones, Mat::setTo, Mat::operator= +*/ +CV_EXPORTS_W void setIdentity(InputOutputArray mtx, + const Scalar &s = Scalar(1)); + +/** @brief Returns the determinant of a square floating-point matrix. + +The function cv::determinant calculates and returns the determinant of the +specified matrix. For small matrices ( mtx.cols=mtx.rows\<=3 ), the +direct method is used. For larger matrices, the function uses LU +factorization with partial pivoting. + +For symmetric positively-determined matrices, it is also possible to use +eigen decomposition to calculate the determinant. +@param mtx input matrix that must have CV_32FC1 or CV_64FC1 type and +square size. +@sa trace, invert, solve, eigen, @ref MatrixExpressions +*/ +CV_EXPORTS_W double determinant(InputArray mtx); + +/** @brief Returns the trace of a matrix. + +The function cv::trace returns the sum of the diagonal elements of the +matrix mtx . +\f[\mathrm{tr} ( \texttt{mtx} ) = \sum _i \texttt{mtx} (i,i)\f] +@param mtx input matrix. +*/ +CV_EXPORTS_W Scalar trace(InputArray mtx); + +/** @brief Finds the inverse or pseudo-inverse of a matrix. + +The function cv::invert inverts the matrix src and stores the result in dst +. When the matrix src is singular or non-square, the function calculates +the pseudo-inverse matrix (the dst matrix) so that norm(src\*dst - I) is +minimal, where I is an identity matrix. + +In case of the #DECOMP_LU method, the function returns non-zero value if +the inverse has been successfully calculated and 0 if src is singular. + +In case of the #DECOMP_SVD method, the function returns the inverse +condition number of src (the ratio of the smallest singular value to the +largest singular value) and 0 if src is singular. The SVD method +calculates a pseudo-inverse matrix if src is singular. + +Similarly to #DECOMP_LU, the method #DECOMP_CHOLESKY works only with +non-singular square matrices that should also be symmetrical and +positively defined. In this case, the function stores the inverted +matrix in dst and returns non-zero. Otherwise, it returns 0. + +@param src input floating-point M x N matrix. +@param dst output matrix of N x M size and the same type as src. +@param flags inversion method (cv::DecompTypes) +@sa solve, SVD +*/ +CV_EXPORTS_W double invert(InputArray src, OutputArray dst, + int flags = DECOMP_LU); + +/** @brief Solves one or more linear systems or least-squares problems. + +The function cv::solve solves a linear system or least-squares problem (the +latter is possible with SVD or QR methods, or by specifying the flag +#DECOMP_NORMAL ): +\f[\texttt{dst} = \arg \min _X \| \texttt{src1} \cdot \texttt{X} - +\texttt{src2} \|\f] + +If #DECOMP_LU or #DECOMP_CHOLESKY method is used, the function returns 1 +if src1 (or \f$\texttt{src1}^T\texttt{src1}\f$ ) is non-singular. Otherwise, +it returns 0. In the latter case, dst is not valid. Other methods find a +pseudo-solution in case of a singular left-hand side part. + +@note If you want to find a unity-norm solution of an under-defined +singular system \f$\texttt{src1}\cdot\texttt{dst}=0\f$ , the function solve +will not do the work. Use SVD::solveZ instead. + +@param src1 input matrix on the left-hand side of the system. +@param src2 input matrix on the right-hand side of the system. +@param dst output solution. +@param flags solution (matrix inversion) method (#DecompTypes) +@sa invert, SVD, eigen +*/ +CV_EXPORTS_W bool solve(InputArray src1, InputArray src2, OutputArray dst, + int flags = DECOMP_LU); + +/** @brief Sorts each row or each column of a matrix. + +The function cv::sort sorts each matrix row or each matrix column in +ascending or descending order. So you should pass two operation flags to +get desired behaviour. If you want to sort matrix rows or columns +lexicographically, you can use STL std::sort generic function with the +proper comparison predicate. + +@param src input single-channel array. +@param dst output array of the same size and type as src. +@param flags operation flags, a combination of #SortFlags +@sa sortIdx, randShuffle +*/ +CV_EXPORTS_W void sort(InputArray src, OutputArray dst, int flags); + +/** @brief Sorts each row or each column of a matrix. + +The function cv::sortIdx sorts each matrix row or each matrix column in the +ascending or descending order. So you should pass two operation flags to +get desired behaviour. Instead of reordering the elements themselves, it +stores the indices of sorted elements in the output array. For example: +@code + Mat A = Mat::eye(3,3,CV_32F), B; + sortIdx(A, B, SORT_EVERY_ROW + SORT_ASCENDING); + // B will probably contain + // (because of equal elements in A some permutations are possible): + // [[1, 2, 0], [0, 2, 1], [0, 1, 2]] +@endcode +@param src input single-channel array. +@param dst output integer array of the same size as src. +@param flags operation flags that could be a combination of cv::SortFlags +@sa sort, randShuffle +*/ +CV_EXPORTS_W void sortIdx(InputArray src, OutputArray dst, int flags); + +/** @brief Finds the real roots of a cubic equation. + +The function solveCubic finds the real roots of a cubic equation: +- if coeffs is a 4-element vector: +\f[\texttt{coeffs} [0] x^3 + \texttt{coeffs} [1] x^2 + \texttt{coeffs} [2] x + +\texttt{coeffs} [3] = 0\f] +- if coeffs is a 3-element vector: +\f[x^3 + \texttt{coeffs} [0] x^2 + \texttt{coeffs} [1] x + \texttt{coeffs} +[2] = 0\f] + +The roots are stored in the roots array. +@param coeffs equation coefficients, an array of 3 or 4 elements. +@param roots output array of real roots that has 1 or 3 elements. +@return number of real roots. It can be 0, 1 or 2. +*/ +CV_EXPORTS_W int solveCubic(InputArray coeffs, OutputArray roots); + +/** @brief Finds the real or complex roots of a polynomial equation. + +The function cv::solvePoly finds real and complex roots of a polynomial +equation: +\f[\texttt{coeffs} [n] x^{n} + \texttt{coeffs} [n-1] x^{n-1} + ... + +\texttt{coeffs} [1] x + \texttt{coeffs} [0] = 0\f] +@param coeffs array of polynomial coefficients. +@param roots output (complex) array of roots. +@param maxIters maximum number of iterations the algorithm does. +*/ +CV_EXPORTS_W double solvePoly(InputArray coeffs, OutputArray roots, + int maxIters = 300); + +/** @brief Calculates eigenvalues and eigenvectors of a symmetric matrix. + +The function cv::eigen calculates just eigenvalues, or eigenvalues and +eigenvectors of the symmetric matrix src: +@code + src*eigenvectors.row(i).t() = +eigenvalues.at(i)*eigenvectors.row(i).t() +@endcode + +@note Use cv::eigenNonSymmetric for calculation of real eigenvalues and +eigenvectors of non-symmetric matrix. + +@param src input matrix that must have CV_32FC1 or CV_64FC1 type, square size +and be symmetrical (src ^T^ == src). +@param eigenvalues output vector of eigenvalues of the same type as src; the +eigenvalues are stored in the descending order. +@param eigenvectors output matrix of eigenvectors; it has the same size and type +as src; the eigenvectors are stored as subsequent matrix rows, in the same order +as the corresponding eigenvalues. +@sa eigenNonSymmetric, completeSymm, PCA +*/ +CV_EXPORTS_W bool eigen(InputArray src, OutputArray eigenvalues, + OutputArray eigenvectors = noArray()); + +/** @brief Calculates eigenvalues and eigenvectors of a non-symmetric matrix +(real eigenvalues only). + +@note Assumes real eigenvalues. + +The function calculates eigenvalues and eigenvectors (optional) of the square +matrix src: +@code + src*eigenvectors.row(i).t() = +eigenvalues.at(i)*eigenvectors.row(i).t() +@endcode + +@param src input matrix (CV_32FC1 or CV_64FC1 type). +@param eigenvalues output vector of eigenvalues (type is the same type as src). +@param eigenvectors output matrix of eigenvectors (type is the same type as +src). The eigenvectors are stored as subsequent matrix rows, in the same order +as the corresponding eigenvalues. +@sa eigen +*/ +CV_EXPORTS_W void eigenNonSymmetric(InputArray src, OutputArray eigenvalues, + OutputArray eigenvectors); + +/** @brief Calculates the covariance matrix of a set of vectors. + +The function cv::calcCovarMatrix calculates the covariance matrix and, +optionally, the mean vector of the set of input vectors. +@param samples samples stored as separate matrices +@param nsamples number of samples +@param covar output covariance matrix of the type ctype and square size. +@param mean input or output (depending on the flags) array as the average value +of the input vectors. +@param flags operation flags as a combination of #CovarFlags +@param ctype type of the matrixl; it equals 'CV_64F' by default. +@sa PCA, mulTransposed, Mahalanobis +@todo InputArrayOfArrays +*/ +CV_EXPORTS void calcCovarMatrix(const Mat *samples, int nsamples, Mat &covar, + Mat &mean, int flags, int ctype = CV_64F); + +/** @overload +@note use #COVAR_ROWS or #COVAR_COLS flag +@param samples samples stored as rows/columns of a single matrix. +@param covar output covariance matrix of the type ctype and square size. +@param mean input or output (depending on the flags) array as the average value +of the input vectors. +@param flags operation flags as a combination of #CovarFlags +@param ctype type of the matrixl; it equals 'CV_64F' by default. +*/ +CV_EXPORTS_W void calcCovarMatrix(InputArray samples, OutputArray covar, + InputOutputArray mean, int flags, + int ctype = CV_64F); + +/** wrap PCA::operator() */ +CV_EXPORTS_W void PCACompute(InputArray data, InputOutputArray mean, + OutputArray eigenvectors, int maxComponents = 0); + +/** wrap PCA::operator() and add eigenvalues output parameter */ +CV_EXPORTS_AS(PCACompute2) +void PCACompute(InputArray data, InputOutputArray mean, + OutputArray eigenvectors, OutputArray eigenvalues, + int maxComponents = 0); + +/** wrap PCA::operator() */ +CV_EXPORTS_W void PCACompute(InputArray data, InputOutputArray mean, + OutputArray eigenvectors, double retainedVariance); + +/** wrap PCA::operator() and add eigenvalues output parameter */ +CV_EXPORTS_AS(PCACompute2) +void PCACompute(InputArray data, InputOutputArray mean, + OutputArray eigenvectors, OutputArray eigenvalues, + double retainedVariance); + +/** wrap PCA::project */ +CV_EXPORTS_W void PCAProject(InputArray data, InputArray mean, + InputArray eigenvectors, OutputArray result); + +/** wrap PCA::backProject */ +CV_EXPORTS_W void PCABackProject(InputArray data, InputArray mean, + InputArray eigenvectors, OutputArray result); + +/** wrap SVD::compute */ +CV_EXPORTS_W void SVDecomp(InputArray src, OutputArray w, OutputArray u, + OutputArray vt, int flags = 0); + +/** wrap SVD::backSubst */ +CV_EXPORTS_W void SVBackSubst(InputArray w, InputArray u, InputArray vt, + InputArray rhs, OutputArray dst); + +/** @brief Calculates the Mahalanobis distance between two vectors. + +The function cv::Mahalanobis calculates and returns the weighted distance +between two vectors: +\f[d( \texttt{vec1} , \texttt{vec2} )= +\sqrt{\sum_{i,j}{\texttt{icovar(i,j)}\cdot(\texttt{vec1}(I)-\texttt{vec2}(I))\cdot(\texttt{vec1(j)}-\texttt{vec2(j)})} +}\f] The covariance matrix may be calculated using the #calcCovarMatrix function +and then inverted using the invert function (preferably using the #DECOMP_SVD +method, as the most accurate). +@param v1 first 1D input vector. +@param v2 second 1D input vector. +@param icovar inverse covariance matrix. +*/ +CV_EXPORTS_W double Mahalanobis(InputArray v1, InputArray v2, + InputArray icovar); + +/** @brief Performs a forward or inverse Discrete Fourier transform of a 1D or +2D floating-point array. + +The function cv::dft performs one of the following: +- Forward the Fourier transform of a 1D vector of N elements: + \f[Y = F^{(N)} \cdot X,\f] + where \f$F^{(N)}_{jk}=\exp(-2\pi i j k/N)\f$ and \f$i=\sqrt{-1}\f$ +- Inverse the Fourier transform of a 1D vector of N elements: + \f[\begin{array}{l} X'= \left (F^{(N)} \right )^{-1} \cdot Y = \left +(F^{(N)} \right )^* \cdot y \\ X = (1/N) \cdot X, \end{array}\f] where +\f$F^*=\left(\textrm{Re}(F^{(N)})-\textrm{Im}(F^{(N)})\right)^T\f$ +- Forward the 2D Fourier transform of a M x N matrix: + \f[Y = F^{(M)} \cdot X \cdot F^{(N)}\f] +- Inverse the 2D Fourier transform of a M x N matrix: + \f[\begin{array}{l} X'= \left (F^{(M)} \right )^* \cdot Y \cdot \left +(F^{(N)} \right )^* \\ X = \frac{1}{M \cdot N} \cdot X' \end{array}\f] + +In case of real (single-channel) data, the output spectrum of the forward +Fourier transform or input spectrum of the inverse Fourier transform can be +represented in a packed format called *CCS* (complex-conjugate-symmetrical). It +was borrowed from IPL (Intel\* Image Processing Library). Here is how 2D *CCS* +spectrum looks: +\f[\begin{bmatrix} Re Y_{0,0} & Re Y_{0,1} & Im Y_{0,1} & Re Y_{0,2} & Im +Y_{0,2} & \cdots & Re Y_{0,N/2-1} & Im Y_{0,N/2-1} & Re Y_{0,N/2} \\ Re +Y_{1,0} & Re Y_{1,1} & Im Y_{1,1} & Re Y_{1,2} & Im Y_{1,2} & \cdots & Re +Y_{1,N/2-1} & Im Y_{1,N/2-1} & Re Y_{1,N/2} \\ Im Y_{1,0} & Re Y_{2,1} & Im +Y_{2,1} & Re Y_{2,2} & Im Y_{2,2} & \cdots & Re Y_{2,N/2-1} & Im Y_{2,N/2-1} & +Im Y_{1,N/2} \\ \hdotsfor{9} \\ Re Y_{M/2-1,0} & Re Y_{M-3,1} & Im Y_{M-3,1} +& \hdotsfor{3} & Re Y_{M-3,N/2-1} & Im Y_{M-3,N/2-1}& Re Y_{M/2-1,N/2} \\ Im +Y_{M/2-1,0} & Re Y_{M-2,1} & Im Y_{M-2,1} & \hdotsfor{3} & Re Y_{M-2,N/2-1} & +Im Y_{M-2,N/2-1}& Im Y_{M/2-1,N/2} \\ Re Y_{M/2,0} & Re Y_{M-1,1} & Im +Y_{M-1,1} & \hdotsfor{3} & Re Y_{M-1,N/2-1} & Im Y_{M-1,N/2-1}& Re Y_{M/2,N/2} +\end{bmatrix}\f] + +In case of 1D transform of a real vector, the output looks like the first row of +the matrix above. + +So, the function chooses an operation mode depending on the flags and size of +the input array: +- If #DFT_ROWS is set or the input array has a single row or single column, +the function performs a 1D forward or inverse transform of each row of a matrix +when #DFT_ROWS is set. Otherwise, it performs a 2D transform. +- If the input array is real and #DFT_INVERSE is not set, the function +performs a forward 1D or 2D transform: + - When #DFT_COMPLEX_OUTPUT is set, the output is a complex matrix of the +same size as input. + - When #DFT_COMPLEX_OUTPUT is not set, the output is a real matrix of the +same size as input. In case of 2D transform, it uses the packed format as shown +above. In case of a single 1D transform, it looks like the first row of the +matrix above. In case of multiple 1D transforms (when using the #DFT_ROWS flag), +each row of the output matrix looks like the first row of the matrix above. +- If the input array is complex and either #DFT_INVERSE or #DFT_REAL_OUTPUT +are not set, the output is a complex array of the same size as input. The +function performs a forward or inverse 1D or 2D transform of the whole input +array or each row of the input array independently, depending on the flags +DFT_INVERSE and DFT_ROWS. +- When #DFT_INVERSE is set and the input array is real, or it is complex but +#DFT_REAL_OUTPUT is set, the output is a real array of the same size as input. +The function performs a 1D or 2D inverse transformation of the whole input array +or each individual row, depending on the flags #DFT_INVERSE and #DFT_ROWS. + +If #DFT_SCALE is set, the scaling is done after the transformation. + +Unlike dct, the function supports arrays of arbitrary size. But only those +arrays are processed efficiently, whose sizes can be factorized in a product of +small prime numbers (2, 3, and 5 in the current implementation). Such an +efficient DFT size can be calculated using the getOptimalDFTSize method. + +The sample below illustrates how to calculate a DFT-based convolution of two 2D +real arrays: +@code + void convolveDFT(InputArray A, InputArray B, OutputArray C) + { + // reallocate the output array if needed + C.create(abs(A.rows - B.rows)+1, abs(A.cols - B.cols)+1, A.type()); + Size dftSize; + // calculate the size of DFT transform + dftSize.width = getOptimalDFTSize(A.cols + B.cols - 1); + dftSize.height = getOptimalDFTSize(A.rows + B.rows - 1); + + // allocate temporary buffers and initialize them with 0's + Mat tempA(dftSize, A.type(), Scalar::all(0)); + Mat tempB(dftSize, B.type(), Scalar::all(0)); + + // copy A and B to the top-left corners of tempA and tempB, respectively + Mat roiA(tempA, Rect(0,0,A.cols,A.rows)); + A.copyTo(roiA); + Mat roiB(tempB, Rect(0,0,B.cols,B.rows)); + B.copyTo(roiB); + + // now transform the padded A & B in-place; + // use "nonzeroRows" hint for faster processing + dft(tempA, tempA, 0, A.rows); + dft(tempB, tempB, 0, B.rows); + + // multiply the spectrums; + // the function handles packed spectrum representations well + mulSpectrums(tempA, tempB, tempA); + + // transform the product back from the frequency domain. + // Even though all the result rows will be non-zero, + // you need only the first C.rows of them, and thus you + // pass nonzeroRows == C.rows + dft(tempA, tempA, DFT_INVERSE + DFT_SCALE, C.rows); + + // now copy the result back to C. + tempA(Rect(0, 0, C.cols, C.rows)).copyTo(C); + + // all the temporary buffers will be deallocated automatically + } +@endcode +To optimize this sample, consider the following approaches: +- Since nonzeroRows != 0 is passed to the forward transform calls and since A +and B are copied to the top-left corners of tempA and tempB, respectively, it is +not necessary to clear the whole tempA and tempB. It is only necessary to clear +the tempA.cols - A.cols ( tempB.cols - B.cols) rightmost columns of the +matrices. +- This DFT-based convolution does not have to be applied to the whole big +arrays, especially if B is significantly smaller than A or vice versa. Instead, +you can calculate convolution by parts. To do this, you need to split the output +array C into multiple tiles. For each tile, estimate which parts of A and B are +required to calculate convolution in this tile. If the tiles in C are too small, +the speed will decrease a lot because of repeated work. In the ultimate case, +when each tile in C is a single pixel, the algorithm becomes equivalent to the +naive convolution algorithm. If the tiles are too big, the temporary arrays +tempA and tempB become too big and there is also a slowdown because of bad cache +locality. So, there is an optimal tile size somewhere in the middle. +- If different tiles in C can be calculated in parallel and, thus, the +convolution is done by parts, the loop can be threaded. + +All of the above improvements have been implemented in #matchTemplate and +#filter2D . Therefore, by using them, you can get the performance even better +than with the above theoretically optimal implementation. Though, those two +functions actually calculate cross-correlation, not convolution, so you need to +"flip" the second convolution operand B vertically and horizontally using flip . +@note +- An example using the discrete fourier transform can be found at + opencv_source_code/samples/cpp/dft.cpp +- (Python) An example using the dft functionality to perform Wiener +deconvolution can be found at opencv_source/samples/python/deconvolution.py +- (Python) An example rearranging the quadrants of a Fourier image can be +found at opencv_source/samples/python/dft.py +@param src input array that could be real or complex. +@param dst output array whose size and type depends on the flags . +@param flags transformation flags, representing a combination of the #DftFlags +@param nonzeroRows when the parameter is not zero, the function assumes that +only the first nonzeroRows rows of the input array (#DFT_INVERSE is not set) or +only the first nonzeroRows of the output array (#DFT_INVERSE is set) contain +non-zeros, thus, the function can handle the rest of the rows more efficiently +and save some time; this technique is very useful for calculating array +cross-correlation or convolution using DFT. +@sa dct, getOptimalDFTSize, mulSpectrums, filter2D, matchTemplate, flip, +cartToPolar, magnitude, phase +*/ +CV_EXPORTS_W void dft(InputArray src, OutputArray dst, int flags = 0, + int nonzeroRows = 0); + +/** @brief Calculates the inverse Discrete Fourier Transform of a 1D or 2D +array. + +idft(src, dst, flags) is equivalent to dft(src, dst, flags | #DFT_INVERSE) . +@note None of dft and idft scales the result by default. So, you should pass +#DFT_SCALE to one of dft or idft explicitly to make these transforms mutually +inverse. +@sa dft, dct, idct, mulSpectrums, getOptimalDFTSize +@param src input floating-point real or complex array. +@param dst output array whose size and type depend on the flags. +@param flags operation flags (see dft and #DftFlags). +@param nonzeroRows number of dst rows to process; the rest of the rows have +undefined content (see the convolution sample in dft description. +*/ +CV_EXPORTS_W void idft(InputArray src, OutputArray dst, int flags = 0, + int nonzeroRows = 0); + +/** @brief Performs a forward or inverse discrete Cosine transform of 1D or 2D +array. + +The function cv::dct performs a forward or inverse discrete Cosine transform +(DCT) of a 1D or 2D floating-point array: +- Forward Cosine transform of a 1D vector of N elements: + \f[Y = C^{(N)} \cdot X\f] + where + \f[C^{(N)}_{jk}= \sqrt{\alpha_j/N} \cos \left ( \frac{\pi(2k+1)j}{2N} \right +)\f] and + \f$\alpha_0=1\f$, \f$\alpha_j=2\f$ for *j \> 0*. +- Inverse Cosine transform of a 1D vector of N elements: + \f[X = \left (C^{(N)} \right )^{-1} \cdot Y = \left (C^{(N)} \right )^T +\cdot Y\f] (since \f$C^{(N)}\f$ is an orthogonal matrix, \f$C^{(N)} \cdot +\left(C^{(N)}\right)^T = I\f$ ) +- Forward 2D Cosine transform of M x N matrix: + \f[Y = C^{(N)} \cdot X \cdot \left (C^{(N)} \right )^T\f] +- Inverse 2D Cosine transform of M x N matrix: + \f[X = \left (C^{(N)} \right )^T \cdot X \cdot C^{(N)}\f] + +The function chooses the mode of operation by looking at the flags and size of +the input array: +- If (flags & #DCT_INVERSE) == 0, the function does a forward 1D or 2D +transform. Otherwise, it is an inverse 1D or 2D transform. +- If (flags & #DCT_ROWS) != 0, the function performs a 1D transform of each +row. +- If the array is a single column or a single row, the function performs a 1D +transform. +- If none of the above is true, the function performs a 2D transform. + +@note Currently dct supports even-size arrays (2, 4, 6 ...). For data analysis +and approximation, you can pad the array when necessary. Also, the function +performance depends very much, and not monotonically, on the array size (see +getOptimalDFTSize ). In the current implementation DCT of a vector of size N is +calculated via DFT of a vector of size N/2 . Thus, the optimal DCT size N1 \>= N +can be calculated as: +@code + size_t getOptimalDCTSize(size_t N) { return 2*getOptimalDFTSize((N+1)/2); } + N1 = getOptimalDCTSize(N); +@endcode +@param src input floating-point array. +@param dst output array of the same size and type as src . +@param flags transformation flags as a combination of cv::DftFlags (DCT_*) +@sa dft, getOptimalDFTSize, idct +*/ +CV_EXPORTS_W void dct(InputArray src, OutputArray dst, int flags = 0); + +/** @brief Calculates the inverse Discrete Cosine Transform of a 1D or 2D array. + +idct(src, dst, flags) is equivalent to dct(src, dst, flags | DCT_INVERSE). +@param src input floating-point single-channel array. +@param dst output array of the same size and type as src. +@param flags operation flags. +@sa dct, dft, idft, getOptimalDFTSize +*/ +CV_EXPORTS_W void idct(InputArray src, OutputArray dst, int flags = 0); + +/** @brief Performs the per-element multiplication of two Fourier spectrums. + +The function cv::mulSpectrums performs the per-element multiplication of the two +CCS-packed or complex matrices that are results of a real or complex Fourier +transform. + +The function, together with dft and idft, may be used to calculate convolution +(pass conjB=false ) or correlation (pass conjB=true ) of two arrays rapidly. +When the arrays are complex, they are simply multiplied (per element) with an +optional conjugation of the second-array elements. When the arrays are real, +they are assumed to be CCS-packed (see dft for details). +@param a first input array. +@param b second input array of the same size and type as src1 . +@param c output array of the same size and type as src1 . +@param flags operation flags; currently, the only supported flag is +cv::DFT_ROWS, which indicates that each row of src1 and src2 is an independent +1D Fourier spectrum. If you do not want to use this flag, then simply add a `0` +as value. +@param conjB optional flag that conjugates the second input array before the +multiplication (true) or not (false). +*/ +CV_EXPORTS_W void mulSpectrums(InputArray a, InputArray b, OutputArray c, + int flags, bool conjB = false); + +/** @brief Returns the optimal DFT size for a given vector size. + +DFT performance is not a monotonic function of a vector size. Therefore, when +you calculate convolution of two arrays or perform the spectral analysis of an +array, it usually makes sense to pad the input data with zeros to get a bit +larger array that can be transformed much faster than the original one. Arrays +whose size is a power-of-two (2, 4, 8, 16, 32, ...) are the fastest to process. +Though, the arrays whose size is a product of 2's, 3's, and 5's (for example, +300 = 5\*5\*3\*2\*2) are also processed quite efficiently. + +The function cv::getOptimalDFTSize returns the minimum number N that is greater +than or equal to vecsize so that the DFT of a vector of size N can be processed +efficiently. In the current implementation N = 2 ^p^ \* 3 ^q^ \* 5 ^r^ for some +integer p, q, r. + +The function returns a negative number if vecsize is too large (very close to +INT_MAX ). + +While the function cannot be used directly to estimate the optimal vector size +for DCT transform (since the current DCT implementation supports only even-size +vectors), it can be easily processed as getOptimalDFTSize((vecsize+1)/2)\*2. +@param vecsize vector size. +@sa dft, dct, idft, idct, mulSpectrums +*/ +CV_EXPORTS_W int getOptimalDFTSize(int vecsize); + +/** @brief Returns the default random number generator. + +The function cv::theRNG returns the default random number generator. For each +thread, there is a separate random number generator, so you can use the function +safely in multi-thread environments. If you just need to get a single random +number using this generator or initialize an array, you can use randu or randn +instead. But if you are going to generate many random numbers inside a loop, it +is much faster to use this function to retrieve the generator and then use +RNG::operator _Tp() . +@sa RNG, randu, randn +*/ +CV_EXPORTS RNG &theRNG(); + +/** @brief Sets state of default random number generator. + +The function cv::setRNGSeed sets state of default random number generator to +custom value. +@param seed new state for default random number generator +@sa RNG, randu, randn +*/ +CV_EXPORTS_W void setRNGSeed(int seed); + +/** @brief Generates a single uniformly-distributed random number or an array of +random numbers. + +Non-template variant of the function fills the matrix dst with +uniformly-distributed random numbers from the specified range: +\f[\texttt{low} _c \leq \texttt{dst} (I)_c < \texttt{high} _c\f] +@param dst output array of random numbers; the array must be pre-allocated. +@param low inclusive lower boundary of the generated random numbers. +@param high exclusive upper boundary of the generated random numbers. +@sa RNG, randn, theRNG +*/ +CV_EXPORTS_W void randu(InputOutputArray dst, InputArray low, InputArray high); + +/** @brief Fills the array with normally distributed random numbers. + +The function cv::randn fills the matrix dst with normally distributed random +numbers with the specified mean vector and the standard deviation matrix. The +generated random numbers are clipped to fit the value range of the output array +data type. +@param dst output array of random numbers; the array must be pre-allocated and +have 1 to 4 channels. +@param mean mean value (expectation) of the generated random numbers. +@param stddev standard deviation of the generated random numbers; it can be +either a vector (in which case a diagonal standard deviation matrix is assumed) +or a square matrix. +@sa RNG, randu +*/ +CV_EXPORTS_W void randn(InputOutputArray dst, InputArray mean, + InputArray stddev); + +/** @brief Shuffles the array elements randomly. + +The function cv::randShuffle shuffles the specified 1D array by randomly +choosing pairs of elements and swapping them. The number of such swap operations +will be dst.rows\*dst.cols\*iterFactor . +@param dst input/output numerical 1D array. +@param iterFactor scale factor that determines the number of random swap +operations (see the details below). +@param rng optional random number generator used for shuffling; if it is zero, +theRNG () is used instead. +@sa RNG, sort +*/ +CV_EXPORTS_W void randShuffle(InputOutputArray dst, double iterFactor = 1., + RNG *rng = 0); + +/** @brief Principal Component Analysis + +The class is used to calculate a special basis for a set of vectors. The +basis will consist of eigenvectors of the covariance matrix calculated +from the input set of vectors. The class %PCA can also transform +vectors to/from the new coordinate space defined by the basis. Usually, +in this new coordinate system, each vector from the original set (and +any linear combination of such vectors) can be quite accurately +approximated by taking its first few components, corresponding to the +eigenvectors of the largest eigenvalues of the covariance matrix. +Geometrically it means that you calculate a projection of the vector to +a subspace formed by a few eigenvectors corresponding to the dominant +eigenvalues of the covariance matrix. And usually such a projection is +very close to the original vector. So, you can represent the original +vector from a high-dimensional space with a much shorter vector +consisting of the projected vector's coordinates in the subspace. Such a +transformation is also known as Karhunen-Loeve Transform, or KLT. +See http://en.wikipedia.org/wiki/Principal_component_analysis + +The sample below is the function that takes two matrices. The first +function stores a set of vectors (a row per vector) that is used to +calculate PCA. The second function stores another "test" set of vectors +(a row per vector). First, these vectors are compressed with PCA, then +reconstructed back, and then the reconstruction error norm is computed +and printed for each vector. : + +@code{.cpp} +using namespace cv; + +PCA compressPCA(const Mat& pcaset, int maxComponents, + const Mat& testset, Mat& compressed) +{ + PCA pca(pcaset, // pass the data + Mat(), // we do not have a pre-computed mean vector, + // so let the PCA engine to compute it + PCA::DATA_AS_ROW, // indicate that the vectors + // are stored as matrix rows + // (use PCA::DATA_AS_COL if the vectors are + // the matrix columns) + maxComponents // specify, how many principal components to retain + ); + // if there is no test data, just return the computed basis, ready-to-use + if( !testset.data ) + return pca; + CV_Assert( testset.cols == pcaset.cols ); + + compressed.create(testset.rows, maxComponents, testset.type()); + + Mat reconstructed; + for( int i = 0; i < testset.rows; i++ ) + { + Mat vec = testset.row(i), coeffs = compressed.row(i), reconstructed; + // compress the vector, the result will be stored + // in the i-th row of the output matrix + pca.project(vec, coeffs); + // and then reconstruct it + pca.backProject(coeffs, reconstructed); + // and measure the error + printf("%d. diff = %g\n", i, norm(vec, reconstructed, NORM_L2)); + } + return pca; +} +@endcode +@sa calcCovarMatrix, mulTransposed, SVD, dft, dct +*/ +class CV_EXPORTS PCA { +public: + enum Flags { + DATA_AS_ROW = + 0, //!< indicates that the input samples are stored as matrix rows + DATA_AS_COL = + 1, //!< indicates that the input samples are stored as matrix columns + USE_AVG = 2 //! + }; + + /** @brief default constructor + + The default constructor initializes an empty %PCA structure. The other + constructors initialize the structure and call PCA::operator()(). + */ + PCA(); + + /** @overload + @param data input samples stored as matrix rows or matrix columns. + @param mean optional mean value; if the matrix is empty (@c noArray()), + the mean is computed from the data. + @param flags operation flags; currently the parameter is only used to + specify the data layout (PCA::Flags) + @param maxComponents maximum number of components that %PCA should + retain; by default, all the components are retained. + */ + PCA(InputArray data, InputArray mean, int flags, int maxComponents = 0); + + /** @overload + @param data input samples stored as matrix rows or matrix columns. + @param mean optional mean value; if the matrix is empty (noArray()), + the mean is computed from the data. + @param flags operation flags; currently the parameter is only used to + specify the data layout (PCA::Flags) + @param retainedVariance Percentage of variance that PCA should retain. + Using this parameter will let the PCA decided how many components to + retain but it will always keep at least 2. + */ + PCA(InputArray data, InputArray mean, int flags, double retainedVariance); + + /** @brief performs %PCA + + The operator performs %PCA of the supplied dataset. It is safe to reuse + the same PCA structure for multiple datasets. That is, if the structure + has been previously used with another dataset, the existing internal + data is reclaimed and the new @ref eigenvalues, @ref eigenvectors and @ref + mean are allocated and computed. + + The computed @ref eigenvalues are sorted from the largest to the smallest and + the corresponding @ref eigenvectors are stored as eigenvectors rows. + + @param data input samples stored as the matrix rows or as the matrix + columns. + @param mean optional mean value; if the matrix is empty (noArray()), + the mean is computed from the data. + @param flags operation flags; currently the parameter is only used to + specify the data layout. (Flags) + @param maxComponents maximum number of components that PCA should + retain; by default, all the components are retained. + */ + PCA &operator()(InputArray data, InputArray mean, int flags, + int maxComponents = 0); + + /** @overload + @param data input samples stored as the matrix rows or as the matrix + columns. + @param mean optional mean value; if the matrix is empty (noArray()), + the mean is computed from the data. + @param flags operation flags; currently the parameter is only used to + specify the data layout. (PCA::Flags) + @param retainedVariance Percentage of variance that %PCA should retain. + Using this parameter will let the %PCA decided how many components to + retain but it will always keep at least 2. + */ + PCA &operator()(InputArray data, InputArray mean, int flags, + double retainedVariance); + + /** @brief Projects vector(s) to the principal component subspace. + + The methods project one or more vectors to the principal component + subspace, where each vector projection is represented by coefficients in + the principal component basis. The first form of the method returns the + matrix that the second form writes to the result. So the first form can + be used as a part of expression while the second form can be more + efficient in a processing loop. + @param vec input vector(s); must have the same dimensionality and the + same layout as the input data used at %PCA phase, that is, if + DATA_AS_ROW are specified, then `vec.cols==data.cols` + (vector dimensionality) and `vec.rows` is the number of vectors to + project, and the same is true for the PCA::DATA_AS_COL case. + */ + Mat project(InputArray vec) const; + + /** @overload + @param vec input vector(s); must have the same dimensionality and the + same layout as the input data used at PCA phase, that is, if + DATA_AS_ROW are specified, then `vec.cols==data.cols` + (vector dimensionality) and `vec.rows` is the number of vectors to + project, and the same is true for the PCA::DATA_AS_COL case. + @param result output vectors; in case of PCA::DATA_AS_COL, the + output matrix has as many columns as the number of input vectors, this + means that `result.cols==vec.cols` and the number of rows match the + number of principal components (for example, `maxComponents` parameter + passed to the constructor). + */ + void project(InputArray vec, OutputArray result) const; + + /** @brief Reconstructs vectors from their PC projections. + + The methods are inverse operations to PCA::project. They take PC + coordinates of projected vectors and reconstruct the original vectors. + Unless all the principal components have been retained, the + reconstructed vectors are different from the originals. But typically, + the difference is small if the number of components is large enough (but + still much smaller than the original vector dimensionality). As a + result, PCA is used. + @param vec coordinates of the vectors in the principal component + subspace, the layout and size are the same as of PCA::project output + vectors. + */ + Mat backProject(InputArray vec) const; + + /** @overload + @param vec coordinates of the vectors in the principal component + subspace, the layout and size are the same as of PCA::project output + vectors. + @param result reconstructed vectors; the layout and size are the same as + of PCA::project input vectors. + */ + void backProject(InputArray vec, OutputArray result) const; + + /** @brief write PCA objects + + Writes @ref eigenvalues @ref eigenvectors and @ref mean to specified + FileStorage + */ + void write(FileStorage &fs) const; + + /** @brief load PCA objects + + Loads @ref eigenvalues @ref eigenvectors and @ref mean from specified FileNode + */ + void read(const FileNode &fn); + + Mat eigenvectors; //!< eigenvectors of the covariation matrix + Mat eigenvalues; //!< eigenvalues of the covariation matrix + Mat mean; //!< mean value subtracted before the projection and added after the + //!< back projection +}; + +/** @example samples/cpp/pca.cpp +An example using %PCA for dimensionality reduction while maintaining an amount +of variance +*/ + +/** @example +samples/cpp/tutorial_code/ml/introduction_to_pca/introduction_to_pca.cpp Check +@ref tutorial_introduction_to_pca "the corresponding tutorial" for more details +*/ + +/** +@brief Linear Discriminant Analysis +@todo document this class +*/ +class CV_EXPORTS LDA { +public: + /** @brief constructor + Initializes a LDA with num_components (default 0). + */ + explicit LDA(int num_components = 0); + + /** Initializes and performs a Discriminant Analysis with Fisher's + Optimization Criterion on given data in src and corresponding labels + in labels. If 0 (or less) number of components are given, they are + automatically determined for given data in computation. + */ + LDA(InputArrayOfArrays src, InputArray labels, int num_components = 0); + + /** Serializes this object to a given filename. + */ + void save(const String &filename) const; + + /** Deserializes this object from a given filename. + */ + void load(const String &filename); + + /** Serializes this object to a given cv::FileStorage. + */ + void save(FileStorage &fs) const; + + /** Deserializes this object from a given cv::FileStorage. + */ + void load(const FileStorage &node); + + /** destructor + */ + ~LDA(); + + /** Compute the discriminants for data in src (row aligned) and labels. + */ + void compute(InputArrayOfArrays src, InputArray labels); + + /** Projects samples into the LDA subspace. + src may be one or more row aligned samples. + */ + Mat project(InputArray src); + + /** Reconstructs projections from the LDA subspace. + src may be one or more row aligned projections. + */ + Mat reconstruct(InputArray src); + + /** Returns the eigenvectors of this LDA. + */ + Mat eigenvectors() const { return _eigenvectors; } + + /** Returns the eigenvalues of this LDA. + */ + Mat eigenvalues() const { return _eigenvalues; } + + static Mat subspaceProject(InputArray W, InputArray mean, InputArray src); + static Mat subspaceReconstruct(InputArray W, InputArray mean, InputArray src); + +protected: + int _num_components; + Mat _eigenvectors; + Mat _eigenvalues; + void lda(InputArrayOfArrays src, InputArray labels); +}; + +/** @brief Singular Value Decomposition + +Class for computing Singular Value Decomposition of a floating-point +matrix. The Singular Value Decomposition is used to solve least-square +problems, under-determined linear systems, invert matrices, compute +condition numbers, and so on. + +If you want to compute a condition number of a matrix or an absolute value of +its determinant, you do not need `u` and `vt`. You can pass +flags=SVD::NO_UV|... . Another flag SVD::FULL_UV indicates that full-size u +and vt must be computed, which is not necessary most of the time. + +@sa invert, solve, eigen, determinant +*/ +class CV_EXPORTS SVD { +public: + enum Flags { + /** allow the algorithm to modify the decomposed matrix; it can save space + and speed up processing. currently ignored. */ + MODIFY_A = 1, + /** indicates that only a vector of singular values `w` is to be processed, + while u and vt will be set to empty matrices */ + NO_UV = 2, + /** when the matrix is not square, by default the algorithm produces u and + vt matrices of sufficiently large size for the further A reconstruction; + if, however, FULL_UV flag is specified, u and vt will be full-size square + orthogonal matrices.*/ + FULL_UV = 4 + }; + + /** @brief the default constructor + + initializes an empty SVD structure + */ + SVD(); + + /** @overload + initializes an empty SVD structure and then calls SVD::operator() + @param src decomposed matrix. The depth has to be CV_32F or CV_64F. + @param flags operation flags (SVD::Flags) + */ + SVD(InputArray src, int flags = 0); + + /** @brief the operator that performs SVD. The previously allocated u, w and + vt are released. + + The operator performs the singular value decomposition of the supplied + matrix. The u,`vt` , and the vector of singular values w are stored in + the structure. The same SVD structure can be reused many times with + different matrices. Each time, if needed, the previous u,`vt` , and w + are reclaimed and the new matrices are created, which is all handled by + Mat::create. + @param src decomposed matrix. The depth has to be CV_32F or CV_64F. + @param flags operation flags (SVD::Flags) + */ + SVD &operator()(InputArray src, int flags = 0); + + /** @brief decomposes matrix and stores the results to user-provided matrices + + The methods/functions perform SVD of matrix. Unlike SVD::SVD constructor + and SVD::operator(), they store the results to the user-provided + matrices: + + @code{.cpp} + Mat A, w, u, vt; + SVD::compute(A, w, u, vt); + @endcode + + @param src decomposed matrix. The depth has to be CV_32F or CV_64F. + @param w calculated singular values + @param u calculated left singular vectors + @param vt transposed matrix of right singular vectors + @param flags operation flags - see SVD::Flags. + */ + static void compute(InputArray src, OutputArray w, OutputArray u, + OutputArray vt, int flags = 0); + + /** @overload + computes singular values of a matrix + @param src decomposed matrix. The depth has to be CV_32F or CV_64F. + @param w calculated singular values + @param flags operation flags - see SVD::Flags. + */ + static void compute(InputArray src, OutputArray w, int flags = 0); + + /** @brief performs back substitution + */ + static void backSubst(InputArray w, InputArray u, InputArray vt, + InputArray rhs, OutputArray dst); + + /** @brief solves an under-determined singular linear system + + The method finds a unit-length solution x of a singular linear system + A\*x = 0. Depending on the rank of A, there can be no solutions, a + single solution or an infinite number of solutions. In general, the + algorithm solves the following problem: + \f[dst = \arg \min _{x: \| x \| =1} \| src \cdot x \|\f] + @param src left-hand-side matrix. + @param dst found solution. + */ + static void solveZ(InputArray src, OutputArray dst); + + /** @brief performs a singular value back substitution. + + The method calculates a back substitution for the specified right-hand + side: + + \f[\texttt{x} = \texttt{vt} ^T \cdot diag( \texttt{w} )^{-1} \cdot + \texttt{u} ^T \cdot \texttt{rhs} \sim \texttt{A} ^{-1} \cdot \texttt{rhs}\f] + + Using this technique you can either get a very accurate solution of the + convenient linear system, or the best (in the least-squares terms) + pseudo-solution of an overdetermined linear system. + + @param rhs right-hand side of a linear system (u\*w\*v')\*dst = rhs to + be solved, where A has been previously decomposed. + + @param dst found solution of the system. + + @note Explicit SVD with the further back substitution only makes sense + if you need to solve many linear systems with the same left-hand side + (for example, src ). If all you need is to solve a single system + (possibly with multiple rhs immediately available), simply call solve + add pass #DECOMP_SVD there. It does absolutely the same thing. + */ + void backSubst(InputArray rhs, OutputArray dst) const; + + /** @todo document */ + template + static void compute(const Matx<_Tp, m, n> &a, Matx<_Tp, nm, 1> &w, + Matx<_Tp, m, nm> &u, Matx<_Tp, n, nm> &vt); + + /** @todo document */ + template + static void compute(const Matx<_Tp, m, n> &a, Matx<_Tp, nm, 1> &w); + + /** @todo document */ + template + static void backSubst(const Matx<_Tp, nm, 1> &w, const Matx<_Tp, m, nm> &u, + const Matx<_Tp, n, nm> &vt, const Matx<_Tp, m, nb> &rhs, + Matx<_Tp, n, nb> &dst); + + Mat u, w, vt; +}; + +/** @brief Random Number Generator + +Random number generator. It encapsulates the state (currently, a 64-bit +integer) and has methods to return scalar random values and to fill +arrays with random values. Currently it supports uniform and Gaussian +(normal) distributions. The generator uses Multiply-With-Carry +algorithm, introduced by G. Marsaglia ( + ). +Gaussian-distribution random numbers are generated using the Ziggurat +algorithm ( ), +introduced by G. Marsaglia and W. W. Tsang. +*/ +class CV_EXPORTS RNG { +public: + enum { UNIFORM = 0, NORMAL = 1 }; + + /** @brief constructor + + These are the RNG constructors. The first form sets the state to some + pre-defined value, equal to 2\*\*32-1 in the current implementation. The + second form sets the state to the specified value. If you passed state=0 + , the constructor uses the above default value instead to avoid the + singular random number sequence, consisting of all zeros. + */ + RNG(); + /** @overload + @param state 64-bit value used to initialize the RNG. + */ + RNG(uint64 state); + /**The method updates the state using the MWC algorithm and returns the + next 32-bit random number.*/ + unsigned next(); + + /**Each of the methods updates the state using the MWC algorithm and + returns the next random number of the specified type. In case of integer + types, the returned number is from the available value range for the + specified type. In case of floating-point types, the returned value is + from [0,1) range. + */ + operator uchar(); + /** @overload */ + operator schar(); + /** @overload */ + operator ushort(); + /** @overload */ + operator short(); + /** @overload */ + operator unsigned(); + /** @overload */ + operator int(); + /** @overload */ + operator float(); + /** @overload */ + operator double(); + + /** @brief returns a random integer sampled uniformly from [0, N). + + The methods transform the state using the MWC algorithm and return the + next random number. The first form is equivalent to RNG::next . The + second form returns the random number modulo N, which means that the + result is in the range [0, N) . + */ + unsigned operator()(); + /** @overload + @param N upper non-inclusive boundary of the returned random number. + */ + unsigned operator()(unsigned N); + + /** @brief returns uniformly distributed integer random number from [a,b) + range + + The methods transform the state using the MWC algorithm and return the + next uniformly-distributed random number of the specified type, deduced + from the input parameter type, from the range [a, b) . There is a nuance + illustrated by the following sample: + + @code{.cpp} + RNG rng; + + // always produces 0 + double a = rng.uniform(0, 1); + + // produces double from [0, 1) + double a1 = rng.uniform((double)0, (double)1); + + // produces float from [0, 1) + float b = rng.uniform(0.f, 1.f); + + // produces double from [0, 1) + double c = rng.uniform(0., 1.); + + // may cause compiler error because of ambiguity: + // RNG::uniform(0, (int)0.999999)? or RNG::uniform((double)0, 0.99999)? + double d = rng.uniform(0, 0.999999); + @endcode + + The compiler does not take into account the type of the variable to + which you assign the result of RNG::uniform . The only thing that + matters to the compiler is the type of a and b parameters. So, if you + want a floating-point random number, but the range boundaries are + integer numbers, either put dots in the end, if they are constants, or + use explicit type cast operators, as in the a1 initialization above. + @param a lower inclusive boundary of the returned random number. + @param b upper non-inclusive boundary of the returned random number. + */ + int uniform(int a, int b); + /** @overload */ + float uniform(float a, float b); + /** @overload */ + double uniform(double a, double b); + + /** @brief Fills arrays with random numbers. + + @param mat 2D or N-dimensional matrix; currently matrices with more than + 4 channels are not supported by the methods, use Mat::reshape as a + possible workaround. + @param distType distribution type, RNG::UNIFORM or RNG::NORMAL. + @param a first distribution parameter; in case of the uniform + distribution, this is an inclusive lower boundary, in case of the normal + distribution, this is a mean value. + @param b second distribution parameter; in case of the uniform + distribution, this is a non-inclusive upper boundary, in case of the + normal distribution, this is a standard deviation (diagonal of the + standard deviation matrix or the full standard deviation matrix). + @param saturateRange pre-saturation flag; for uniform distribution only; + if true, the method will first convert a and b to the acceptable value + range (according to the mat datatype) and then will generate uniformly + distributed random numbers within the range [saturate(a), saturate(b)), + if saturateRange=false, the method will generate uniformly distributed + random numbers in the original range [a, b) and then will saturate them, + it means, for example, that + theRNG().fill(mat_8u, RNG::UNIFORM, -DBL_MAX, DBL_MAX) will likely + produce array mostly filled with 0's and 255's, since the range (0, 255) + is significantly smaller than [-DBL_MAX, DBL_MAX). + + Each of the methods fills the matrix with the random values from the + specified distribution. As the new numbers are generated, the RNG state + is updated accordingly. In case of multiple-channel images, every + channel is filled independently, which means that RNG cannot generate + samples from the multi-dimensional Gaussian distribution with + non-diagonal covariance matrix directly. To do that, the method + generates samples from multi-dimensional standard Gaussian distribution + with zero mean and identity covariation matrix, and then transforms them + using transform to get samples from the specified Gaussian distribution. + */ + void fill(InputOutputArray mat, int distType, InputArray a, InputArray b, + bool saturateRange = false); + + /** @brief Returns the next random number sampled from the Gaussian + distribution + @param sigma standard deviation of the distribution. + + The method transforms the state using the MWC algorithm and returns the + next random number from the Gaussian distribution N(0,sigma) . That is, + the mean value of the returned random numbers is zero and the standard + deviation is the specified sigma . + */ + double gaussian(double sigma); + + uint64 state; + + bool operator==(const RNG &other) const; +}; + +/** @brief Mersenne Twister random number generator + +Inspired by +http://www.math.sci.hiroshima-u.ac.jp/~m-mat/MT/MT2002/CODES/mt19937ar.c +@todo document +*/ +class CV_EXPORTS RNG_MT19937 { +public: + RNG_MT19937(); + RNG_MT19937(unsigned s); + void seed(unsigned s); + + unsigned next(); + + operator int(); + operator unsigned(); + operator float(); + operator double(); + + unsigned operator()(unsigned N); + unsigned operator()(); + + /** @brief returns uniformly distributed integer random number from [a,b) + * range*/ + int uniform(int a, int b); + /** @brief returns uniformly distributed floating-point random number from + * [a,b) range*/ + float uniform(float a, float b); + /** @brief returns uniformly distributed double-precision floating-point + * random number from [a,b) range*/ + double uniform(double a, double b); + +private: + enum PeriodParameters { N = 624, M = 397 }; + unsigned state[N]; + int mti; +}; + +//! @} core_array + +//! @addtogroup core_cluster +//! @{ + +//! k-means flags +enum KmeansFlags { + /** Select random initial centers in each attempt.*/ + KMEANS_RANDOM_CENTERS = 0, + /** Use kmeans++ center initialization by Arthur and Vassilvitskii + [Arthur2007].*/ + KMEANS_PP_CENTERS = 2, + /** During the first (and possibly the only) attempt, use the + user-supplied labels instead of computing them from the initial centers. + For the second and further attempts, use the random or semi-random centers. + Use one of KMEANS_\*_CENTERS flag to specify the exact method.*/ + KMEANS_USE_INITIAL_LABELS = 1 +}; + +/** @example samples/cpp/kmeans.cpp +An example on k-means clustering +*/ + +/** @brief Finds centers of clusters and groups input samples around the +clusters. + +The function kmeans implements a k-means algorithm that finds the centers of +cluster_count clusters and groups the input samples around the clusters. As an +output, \f$\texttt{bestLabels}_i\f$ contains a 0-based cluster index for the +sample stored in the \f$i^{th}\f$ row of the samples matrix. + +@note +- (Python) An example on k-means clustering can be found at + opencv_source_code/samples/python/kmeans.py +@param data Data for clustering. An array of N-Dimensional points with float +coordinates is needed. Examples of this array can be: +- Mat points(count, 2, CV_32F); +- Mat points(count, 1, CV_32FC2); +- Mat points(1, count, CV_32FC2); +- std::vector\ points(sampleCount); +@param K Number of clusters to split the set by. +@param bestLabels Input/output integer array that stores the cluster indices for +every sample. +@param criteria The algorithm termination criteria, that is, the maximum number +of iterations and/or the desired accuracy. The accuracy is specified as +criteria.epsilon. As soon as each of the cluster centers moves by less than +criteria.epsilon on some iteration, the algorithm stops. +@param attempts Flag to specify the number of times the algorithm is executed +using different initial labellings. The algorithm returns the labels that yield +the best compactness (see the last function parameter). +@param flags Flag that can take values of cv::KmeansFlags +@param centers Output matrix of the cluster centers, one row per each cluster +center. +@return The function returns the compactness measure that is computed as +\f[\sum _i \| \texttt{samples} _i - \texttt{centers} _{ \texttt{labels} _i} \| +^2\f] after every attempt. The best (minimum) value is chosen and the +corresponding labels and the compactness value are returned by the function. +Basically, you can use only the core of the function, set the number of attempts +to 1, initialize labels each time using a custom algorithm, pass them with the ( +flags = #KMEANS_USE_INITIAL_LABELS ) flag, and then choose the best +(most-compact) clustering. +*/ +CV_EXPORTS_W double kmeans(InputArray data, int K, InputOutputArray bestLabels, + TermCriteria criteria, int attempts, int flags, + OutputArray centers = noArray()); + +//! @} core_cluster + +//! @addtogroup core_basic +//! @{ + +/////////////////////////////// Formatted output of cv::Mat +////////////////////////////// + +/** @todo document */ +class CV_EXPORTS Formatted { +public: + virtual const char *next() = 0; + virtual void reset() = 0; + virtual ~Formatted(); +}; + +/** @todo document */ +class CV_EXPORTS Formatter { +public: + enum FormatType { + FMT_DEFAULT = 0, + FMT_MATLAB = 1, + FMT_CSV = 2, + FMT_PYTHON = 3, + FMT_NUMPY = 4, + FMT_C = 5 + }; + + virtual ~Formatter(); + + virtual Ptr format(const Mat &mtx) const = 0; + + virtual void set16fPrecision(int p = 4) = 0; + virtual void set32fPrecision(int p = 8) = 0; + virtual void set64fPrecision(int p = 16) = 0; + virtual void setMultiline(bool ml = true) = 0; + + static Ptr get(Formatter::FormatType fmt = FMT_DEFAULT); +}; + +static inline String &operator<<(String &out, Ptr fmtd) { + fmtd->reset(); + for (const char *str = fmtd->next(); str; str = fmtd->next()) + out += cv::String(str); + return out; +} + +static inline String &operator<<(String &out, const Mat &mtx) { + return out << Formatter::get()->format(mtx); +} + +//////////////////////////////////////// Algorithm +/////////////////////////////////////// + +class CV_EXPORTS Algorithm; + +template struct ParamType {}; + +/** @brief This is a base class for all more or less complex algorithms in +OpenCV + +especially for classes of algorithms, for which there can be multiple +implementations. The examples are stereo correspondence (for which there are +algorithms like block matching, semi-global block matching, graph-cut etc.), +background subtraction (which can be done using mixture-of-gaussians models, +codebook-based algorithm etc.), optical flow (block matching, Lucas-Kanade, +Horn-Schunck etc.). + +Here is example of SimpleBlobDetector use in your application via Algorithm +interface: +@snippet snippets/core_various.cpp Algorithm +*/ +class CV_EXPORTS_W Algorithm { +public: + Algorithm(); + virtual ~Algorithm(); + + /** @brief Clears the algorithm state + */ + CV_WRAP virtual void clear() {} + + /** @brief Stores algorithm parameters in a file storage + */ + CV_WRAP virtual void write(FileStorage &fs) const { CV_UNUSED(fs); } + + /** + * @overload + */ + CV_WRAP void write(FileStorage &fs, const String &name) const; +#if CV_VERSION_MAJOR < 5 + /** @deprecated */ + void write(const Ptr &fs, const String &name = String()) const; +#endif + + /** @brief Reads algorithm parameters from a file storage + */ + CV_WRAP virtual void read(const FileNode &fn) { CV_UNUSED(fn); } + + /** @brief Returns true if the Algorithm is empty (e.g. in the very beginning + * or after unsuccessful read + */ + CV_WRAP virtual bool empty() const { return false; } + + /** @brief Reads algorithm from the file node + + This is static template method of Algorithm. It's usage is following (in the + case of SVM): + @code + cv::FileStorage fsRead("example.xml", FileStorage::READ); + Ptr svm = Algorithm::read(fsRead.root()); + @endcode + In order to make this method work, the derived class must overwrite + Algorithm::read(const FileNode& fn) and also have static create() method + without parameters (or with all the optional parameters) + */ + template static Ptr<_Tp> read(const FileNode &fn) { + Ptr<_Tp> obj = _Tp::create(); + obj->read(fn); + return !obj->empty() ? obj : Ptr<_Tp>(); + } + + /** @brief Loads algorithm from the file + + @param filename Name of the file to read. + @param objname The optional name of the node to read (if empty, the first + top-level node will be used) + + This is static template method of Algorithm. It's usage is following (in the + case of SVM): + @code + Ptr svm = Algorithm::load("my_svm_model.xml"); + @endcode + In order to make this method work, the derived class must overwrite + Algorithm::read(const FileNode& fn). + */ + template + static Ptr<_Tp> load(const String &filename, + const String &objname = String()) { + FileStorage fs(filename, FileStorage::READ); + CV_Assert(fs.isOpened()); + FileNode fn = objname.empty() ? fs.getFirstTopLevelNode() : fs[objname]; + if (fn.empty()) + return Ptr<_Tp>(); + Ptr<_Tp> obj = _Tp::create(); + obj->read(fn); + return !obj->empty() ? obj : Ptr<_Tp>(); + } + + /** @brief Loads algorithm from a String + + @param strModel The string variable containing the model you want to load. + @param objname The optional name of the node to read (if empty, the first + top-level node will be used) + + This is static template method of Algorithm. It's usage is following (in the + case of SVM): + @code + Ptr svm = Algorithm::loadFromString(myStringModel); + @endcode + */ + template + static Ptr<_Tp> loadFromString(const String &strModel, + const String &objname = String()) { + FileStorage fs(strModel, FileStorage::READ + FileStorage::MEMORY); + FileNode fn = objname.empty() ? fs.getFirstTopLevelNode() : fs[objname]; + Ptr<_Tp> obj = _Tp::create(); + obj->read(fn); + return !obj->empty() ? obj : Ptr<_Tp>(); + } + + /** Saves the algorithm to a file. + In order to make this method work, the derived class must implement + Algorithm::write(FileStorage& fs). */ + CV_WRAP virtual void save(const String &filename) const; + + /** Returns the algorithm string identifier. + This string is used as top level xml/yml node tag when the object is saved to + a file or string. */ + CV_WRAP virtual String getDefaultName() const; + +protected: + void writeFormat(FileStorage &fs) const; +}; + +enum struct Param { + INT = 0, + BOOLEAN = 1, + REAL = 2, + STRING = 3, + MAT = 4, + MAT_VECTOR = 5, + ALGORITHM = 6, + FLOAT = 7, + UNSIGNED_INT = 8, + UINT64 = 9, + UCHAR = 11, + SCALAR = 12 +}; + +template <> struct ParamType { + typedef bool const_param_type; + typedef bool member_type; + + static const Param type = Param::BOOLEAN; +}; + +template <> struct ParamType { + typedef int const_param_type; + typedef int member_type; + + static const Param type = Param::INT; +}; + +template <> struct ParamType { + typedef double const_param_type; + typedef double member_type; + + static const Param type = Param::REAL; +}; + +template <> struct ParamType { + typedef const String &const_param_type; + typedef String member_type; + + static const Param type = Param::STRING; +}; + +template <> struct ParamType { + typedef const Mat &const_param_type; + typedef Mat member_type; + + static const Param type = Param::MAT; +}; + +template <> struct ParamType> { + typedef const std::vector &const_param_type; + typedef std::vector member_type; + + static const Param type = Param::MAT_VECTOR; +}; + +template <> struct ParamType { + typedef const Ptr &const_param_type; + typedef Ptr member_type; + + static const Param type = Param::ALGORITHM; +}; + +template <> struct ParamType { + typedef float const_param_type; + typedef float member_type; + + static const Param type = Param::FLOAT; +}; + +template <> struct ParamType { + typedef unsigned const_param_type; + typedef unsigned member_type; + + static const Param type = Param::UNSIGNED_INT; +}; + +template <> struct ParamType { + typedef uint64 const_param_type; + typedef uint64 member_type; + + static const Param type = Param::UINT64; +}; + +template <> struct ParamType { + typedef uchar const_param_type; + typedef uchar member_type; + + static const Param type = Param::UCHAR; +}; + +template <> struct ParamType { + typedef const Scalar &const_param_type; + typedef Scalar member_type; + + static const Param type = Param::SCALAR; +}; + +template +struct ParamType<_Tp, typename std::enable_if::value>::type> { + typedef typename std::underlying_type<_Tp>::type const_param_type; + typedef typename std::underlying_type<_Tp>::type member_type; + + static const Param type = Param::INT; +}; + +//! @} core_basic + +} // namespace cv + +#include "opencv2/core/cvstd.inl.hpp" +#include "opencv2/core/operations.hpp" +#include "opencv2/core/optim.hpp" +#include "opencv2/core/utility.hpp" + +#endif /*OPENCV_CORE_HPP*/ diff --git a/third-party/include/opencv2/core/affine.hpp b/third-party/include/opencv2/core/affine.hpp new file mode 100644 index 000000000..f4aabb409 --- /dev/null +++ b/third-party/include/opencv2/core/affine.hpp @@ -0,0 +1,676 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this +license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2000-2008, Intel Corporation, all rights reserved. +// Copyright (C) 2009, Willow Garage Inc., all rights reserved. +// Copyright (C) 2013, OpenCV Foundation, all rights reserved. +// Third party copyrights are property of their respective owners. +// +// Redistribution and use in source and binary forms, with or without +modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright +notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote +products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" +and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are +disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any +direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifndef OPENCV_CORE_AFFINE3_HPP +#define OPENCV_CORE_AFFINE3_HPP + +#ifdef __cplusplus + +#include + +namespace cv { + +//! @addtogroup core_eigen +//! @{ + +/** @brief Affine transform + * + * It represents a 4x4 homogeneous transformation matrix \f$T\f$ + * + * \f[T = + * \begin{bmatrix} + * R & t\\ + * 0 & 1\\ + * \end{bmatrix} + * \f] + * + * where \f$R\f$ is a 3x3 rotation matrix and \f$t\f$ is a 3x1 translation + * vector. + * + * You can specify \f$R\f$ either by a 3x3 rotation matrix or by a 3x1 rotation + * vector, which is converted to a 3x3 rotation matrix by the Rodrigues formula. + * + * To construct a matrix \f$T\f$ representing first rotation around the axis + * \f$r\f$ with rotation angle \f$|r|\f$ in radian (right hand rule) and then + * translation by the vector \f$t\f$, you can use + * + * @code + * cv::Vec3f r, t; + * cv::Affine3f T(r, t); + * @endcode + * + * If you already have the rotation matrix \f$R\f$, then you can use + * + * @code + * cv::Matx33f R; + * cv::Affine3f T(R, t); + * @endcode + * + * To extract the rotation matrix \f$R\f$ from \f$T\f$, use + * + * @code + * cv::Matx33f R = T.rotation(); + * @endcode + * + * To extract the translation vector \f$t\f$ from \f$T\f$, use + * + * @code + * cv::Vec3f t = T.translation(); + * @endcode + * + * To extract the rotation vector \f$r\f$ from \f$T\f$, use + * + * @code + * cv::Vec3f r = T.rvec(); + * @endcode + * + * Note that since the mapping from rotation vectors to rotation matrices + * is many to one. The returned rotation vector is not necessarily the one + * you used before to set the matrix. + * + * If you have two transformations \f$T = T_1 * T_2\f$, use + * + * @code + * cv::Affine3f T, T1, T2; + * T = T2.concatenate(T1); + * @endcode + * + * To get the inverse transform of \f$T\f$, use + * + * @code + * cv::Affine3f T, T_inv; + * T_inv = T.inv(); + * @endcode + * + */ +template class Affine3 { +public: + typedef T float_type; + typedef Matx Mat3; + typedef Matx Mat4; + typedef Vec Vec3; + + //! Default constructor. It represents a 4x4 identity matrix. + Affine3(); + + //! Augmented affine matrix + Affine3(const Mat4 &affine); + + /** + * The resulting 4x4 matrix is + * + * \f[ + * \begin{bmatrix} + * R & t\\ + * 0 & 1\\ + * \end{bmatrix} + * \f] + * + * @param R 3x3 rotation matrix. + * @param t 3x1 translation vector. + */ + Affine3(const Mat3 &R, const Vec3 &t = Vec3::all(0)); + + /** + * Rodrigues vector. + * + * The last row of the current matrix is set to [0,0,0,1]. + * + * @param rvec 3x1 rotation vector. Its direction indicates the rotation axis + * and its length indicates the rotation angle in radian (using right hand + * rule). + * @param t 3x1 translation vector. + */ + Affine3(const Vec3 &rvec, const Vec3 &t = Vec3::all(0)); + + /** + * Combines all constructors above. Supports 4x4, 3x4, 3x3, 1x3, 3x1 sizes of + * data matrix. + * + * The last row of the current matrix is set to [0,0,0,1] when data is not + * 4x4. + * + * @param data 1-channel matrix. + * when it is 4x4, it is copied to the current matrix and t is not + * used. When it is 3x4, it is copied to the upper part 3x4 of the current + * matrix and t is not used. When it is 3x3, it is copied to the upper left + * 3x3 part of the current matrix. When it is 3x1 or 1x3, it is treated as a + * rotation vector and the Rodrigues formula is used to compute a 3x3 rotation + * matrix. + * @param t 3x1 translation vector. It is used only when data is neither 4x4 + * nor 3x4. + */ + explicit Affine3(const Mat &data, const Vec3 &t = Vec3::all(0)); + + //! From 16-element array + explicit Affine3(const float_type *vals); + + //! Create an 4x4 identity transform + static Affine3 Identity(); + + /** + * Rotation matrix. + * + * Copy the rotation matrix to the upper left 3x3 part of the current matrix. + * The remaining elements of the current matrix are not changed. + * + * @param R 3x3 rotation matrix. + * + */ + void rotation(const Mat3 &R); + + /** + * Rodrigues vector. + * + * It sets the upper left 3x3 part of the matrix. The remaining part is + * unaffected. + * + * @param rvec 3x1 rotation vector. The direction indicates the rotation axis + * and its length indicates the rotation angle in radian (using the right + * thumb convention). + */ + void rotation(const Vec3 &rvec); + + /** + * Combines rotation methods above. Supports 3x3, 1x3, 3x1 sizes of data + * matrix. + * + * It sets the upper left 3x3 part of the matrix. The remaining part is + * unaffected. + * + * @param data 1-channel matrix. + * When it is a 3x3 matrix, it sets the upper left 3x3 part of the + * current matrix. When it is a 1x3 or 3x1 matrix, it is used as a rotation + * vector. The Rodrigues formula is used to compute the rotation matrix and + * sets the upper left 3x3 part of the current matrix. + */ + void rotation(const Mat &data); + + /** + * Copy the 3x3 matrix L to the upper left part of the current matrix + * + * It sets the upper left 3x3 part of the matrix. The remaining part is + * unaffected. + * + * @param L 3x3 matrix. + */ + void linear(const Mat3 &L); + + /** + * Copy t to the first three elements of the last column of the current matrix + * + * It sets the upper right 3x1 part of the matrix. The remaining part is + * unaffected. + * + * @param t 3x1 translation vector. + */ + void translation(const Vec3 &t); + + //! @return the upper left 3x3 part + Mat3 rotation() const; + + //! @return the upper left 3x3 part + Mat3 linear() const; + + //! @return the upper right 3x1 part + Vec3 translation() const; + + //! Rodrigues vector. + //! @return a vector representing the upper left 3x3 rotation matrix of the + //! current matrix. + //! @warning Since the mapping between rotation vectors and rotation matrices + //! is many to one, + //! this function returns only one rotation vector that represents + //! the current rotation matrix, which is not necessarily the same + //! one set by `rotation(const Vec3& rvec)`. + Vec3 rvec() const; + + //! @return the inverse of the current matrix. + Affine3 inv(int method = cv::DECOMP_SVD) const; + + //! a.rotate(R) is equivalent to Affine(R, 0) * a; + Affine3 rotate(const Mat3 &R) const; + + //! a.rotate(rvec) is equivalent to Affine(rvec, 0) * a; + Affine3 rotate(const Vec3 &rvec) const; + + //! a.translate(t) is equivalent to Affine(E, t) * a, where E is an identity + //! matrix + Affine3 translate(const Vec3 &t) const; + + //! a.concatenate(affine) is equivalent to affine * a; + Affine3 concatenate(const Affine3 &affine) const; + + template operator Affine3() const; + + template Affine3 cast() const; + + Mat4 matrix; + +#if defined EIGEN_WORLD_VERSION && defined EIGEN_GEOMETRY_MODULE_H + Affine3( + const Eigen::Transform &affine); + Affine3(const Eigen::Transform &affine); + operator Eigen::Transform() const; + operator Eigen::Transform() const; +#endif +}; + +template +static Affine3 operator*(const Affine3 &affine1, + const Affine3 &affine2); + +//! V is a 3-element vector with member fields x, y and z +template +static V operator*(const Affine3 &affine, const V &vector); + +typedef Affine3 Affine3f; +typedef Affine3 Affine3d; + +static Vec3f operator*(const Affine3f &affine, const Vec3f &vector); +static Vec3d operator*(const Affine3d &affine, const Vec3d &vector); + +template class DataType> { +public: + typedef Affine3<_Tp> value_type; + typedef Affine3::work_type> work_type; + typedef _Tp channel_type; + + enum { + generic_type = 0, + channels = 16, + fmt = traits::SafeFmt::fmt + ((channels - 1) << 8) +#ifdef OPENCV_TRAITS_ENABLE_DEPRECATED + , + depth = DataType::depth, + type = CV_MAKETYPE(depth, channels) +#endif + }; + + typedef Vec vec_type; +}; + +namespace traits { +template struct Depth> { + enum { value = Depth<_Tp>::value }; +}; +template struct Type> { + enum { value = CV_MAKETYPE(Depth<_Tp>::value, 16) }; +}; +} // namespace traits + +//! @} core + +} // namespace cv + +//! @cond IGNORED + +/////////////////////////////////////////////////////////////////////////////////// +// Implementation + +template inline cv::Affine3::Affine3() : matrix(Mat4::eye()) {} + +template +inline cv::Affine3::Affine3(const Mat4 &affine) : matrix(affine) {} + +template +inline cv::Affine3::Affine3(const Mat3 &R, const Vec3 &t) { + rotation(R); + translation(t); + matrix.val[12] = matrix.val[13] = matrix.val[14] = 0; + matrix.val[15] = 1; +} + +template +inline cv::Affine3::Affine3(const Vec3 &_rvec, const Vec3 &t) { + rotation(_rvec); + translation(t); + matrix.val[12] = matrix.val[13] = matrix.val[14] = 0; + matrix.val[15] = 1; +} + +template +inline cv::Affine3::Affine3(const cv::Mat &data, const Vec3 &t) { + CV_Assert(data.type() == cv::traits::Type::value); + CV_Assert(data.channels() == 1); + + if (data.cols == 4 && data.rows == 4) { + data.copyTo(matrix); + return; + } else if (data.cols == 4 && data.rows == 3) { + rotation(data(Rect(0, 0, 3, 3))); + translation(data(Rect(3, 0, 1, 3))); + } else { + rotation(data); + translation(t); + } + + matrix.val[12] = matrix.val[13] = matrix.val[14] = 0; + matrix.val[15] = 1; +} + +template +inline cv::Affine3::Affine3(const float_type *vals) : matrix(vals) {} + +template inline cv::Affine3 cv::Affine3::Identity() { + return Affine3(cv::Affine3::Mat4::eye()); +} + +template inline void cv::Affine3::rotation(const Mat3 &R) { + linear(R); +} + +template inline void cv::Affine3::rotation(const Vec3 &_rvec) { + double theta = norm(_rvec); + + if (theta < DBL_EPSILON) + rotation(Mat3::eye()); + else { + double c = std::cos(theta); + double s = std::sin(theta); + double c1 = 1. - c; + double itheta = (theta != 0) ? 1. / theta : 0.; + + Point3_ r = _rvec * itheta; + + Mat3 rrt(r.x * r.x, r.x * r.y, r.x * r.z, r.x * r.y, r.y * r.y, r.y * r.z, + r.x * r.z, r.y * r.z, r.z * r.z); + Mat3 r_x(0, -r.z, r.y, r.z, 0, -r.x, -r.y, r.x, 0); + + // R = cos(theta)*I + (1 - cos(theta))*r*rT + sin(theta)*[r_x] + // where [r_x] is [0 -rz ry; rz 0 -rx; -ry rx 0] + Mat3 R = c * Mat3::eye() + c1 * rrt + s * r_x; + + rotation(R); + } +} + +// Combines rotation methods above. Supports 3x3, 1x3, 3x1 sizes of data matrix; +template +inline void cv::Affine3::rotation(const cv::Mat &data) { + CV_Assert(data.type() == cv::traits::Type::value); + CV_Assert(data.channels() == 1); + + if (data.cols == 3 && data.rows == 3) { + Mat3 R; + data.copyTo(R); + rotation(R); + } else if ((data.cols == 3 && data.rows == 1) || + (data.cols == 1 && data.rows == 3)) { + Vec3 _rvec; + data.reshape(1, 3).copyTo(_rvec); + rotation(_rvec); + } else + CV_Error(Error::StsError, "Input matrix can only be 3x3, 1x3 or 3x1"); +} + +template inline void cv::Affine3::linear(const Mat3 &L) { + matrix.val[0] = L.val[0]; + matrix.val[1] = L.val[1]; + matrix.val[2] = L.val[2]; + matrix.val[4] = L.val[3]; + matrix.val[5] = L.val[4]; + matrix.val[6] = L.val[5]; + matrix.val[8] = L.val[6]; + matrix.val[9] = L.val[7]; + matrix.val[10] = L.val[8]; +} + +template inline void cv::Affine3::translation(const Vec3 &t) { + matrix.val[3] = t[0]; + matrix.val[7] = t[1]; + matrix.val[11] = t[2]; +} + +template +inline typename cv::Affine3::Mat3 cv::Affine3::rotation() const { + return linear(); +} + +template +inline typename cv::Affine3::Mat3 cv::Affine3::linear() const { + typename cv::Affine3::Mat3 R; + R.val[0] = matrix.val[0]; + R.val[1] = matrix.val[1]; + R.val[2] = matrix.val[2]; + R.val[3] = matrix.val[4]; + R.val[4] = matrix.val[5]; + R.val[5] = matrix.val[6]; + R.val[6] = matrix.val[8]; + R.val[7] = matrix.val[9]; + R.val[8] = matrix.val[10]; + return R; +} + +template +inline typename cv::Affine3::Vec3 cv::Affine3::translation() const { + return Vec3(matrix.val[3], matrix.val[7], matrix.val[11]); +} + +template +inline typename cv::Affine3::Vec3 cv::Affine3::rvec() const { + cv::Vec3d w; + cv::Matx33d u, vt, R = rotation(); + cv::SVD::compute(R, w, u, vt, cv::SVD::FULL_UV + cv::SVD::MODIFY_A); + R = u * vt; + + double rx = R.val[7] - R.val[5]; + double ry = R.val[2] - R.val[6]; + double rz = R.val[3] - R.val[1]; + + double s = std::sqrt((rx * rx + ry * ry + rz * rz) * 0.25); + double c = (R.val[0] + R.val[4] + R.val[8] - 1) * 0.5; + c = c > 1.0 ? 1.0 : c < -1.0 ? -1.0 : c; + double theta = std::acos(c); + + if (s < 1e-5) { + if (c > 0) + rx = ry = rz = 0; + else { + double t; + t = (R.val[0] + 1) * 0.5; + rx = std::sqrt(std::max(t, 0.0)); + t = (R.val[4] + 1) * 0.5; + ry = std::sqrt(std::max(t, 0.0)) * (R.val[1] < 0 ? -1.0 : 1.0); + t = (R.val[8] + 1) * 0.5; + rz = std::sqrt(std::max(t, 0.0)) * (R.val[2] < 0 ? -1.0 : 1.0); + + if (fabs(rx) < fabs(ry) && fabs(rx) < fabs(rz) && + (R.val[5] > 0) != (ry * rz > 0)) + rz = -rz; + theta /= std::sqrt(rx * rx + ry * ry + rz * rz); + rx *= theta; + ry *= theta; + rz *= theta; + } + } else { + double vth = 1 / (2 * s); + vth *= theta; + rx *= vth; + ry *= vth; + rz *= vth; + } + + return cv::Vec3d(rx, ry, rz); +} + +template +inline cv::Affine3 cv::Affine3::inv(int method) const { + return matrix.inv(method); +} + +template +inline cv::Affine3 cv::Affine3::rotate(const Mat3 &R) const { + Mat3 Lc = linear(); + Vec3 tc = translation(); + Mat4 result; + result.val[12] = result.val[13] = result.val[14] = 0; + result.val[15] = 1; + + for (int j = 0; j < 3; ++j) { + for (int i = 0; i < 3; ++i) { + float_type value = 0; + for (int k = 0; k < 3; ++k) + value += R(j, k) * Lc(k, i); + result(j, i) = value; + } + + result(j, 3) = R.row(j).dot(tc.t()); + } + return result; +} + +template +inline cv::Affine3 cv::Affine3::rotate(const Vec3 &_rvec) const { + return rotate(Affine3f(_rvec).rotation()); +} + +template +inline cv::Affine3 cv::Affine3::translate(const Vec3 &t) const { + Mat4 m = matrix; + m.val[3] += t[0]; + m.val[7] += t[1]; + m.val[11] += t[2]; + return m; +} + +template +inline cv::Affine3 +cv::Affine3::concatenate(const Affine3 &affine) const { + return (*this).rotate(affine.rotation()).translate(affine.translation()); +} + +template +template +inline cv::Affine3::operator Affine3() const { + return Affine3(matrix); +} + +template +template +inline cv::Affine3 cv::Affine3::cast() const { + return Affine3(matrix); +} + +template +inline cv::Affine3 cv::operator*(const cv::Affine3 &affine1, + const cv::Affine3 &affine2) { + return affine2.concatenate(affine1); +} + +template +inline V cv::operator*(const cv::Affine3 &affine, const V &v) { + const typename Affine3::Mat4 &m = affine.matrix; + + V r; + r.x = m.val[0] * v.x + m.val[1] * v.y + m.val[2] * v.z + m.val[3]; + r.y = m.val[4] * v.x + m.val[5] * v.y + m.val[6] * v.z + m.val[7]; + r.z = m.val[8] * v.x + m.val[9] * v.y + m.val[10] * v.z + m.val[11]; + return r; +} + +static inline cv::Vec3f cv::operator*(const cv::Affine3f &affine, + const cv::Vec3f &v) { + const cv::Matx44f &m = affine.matrix; + cv::Vec3f r; + r.val[0] = m.val[0] * v[0] + m.val[1] * v[1] + m.val[2] * v[2] + m.val[3]; + r.val[1] = m.val[4] * v[0] + m.val[5] * v[1] + m.val[6] * v[2] + m.val[7]; + r.val[2] = m.val[8] * v[0] + m.val[9] * v[1] + m.val[10] * v[2] + m.val[11]; + return r; +} + +static inline cv::Vec3d cv::operator*(const cv::Affine3d &affine, + const cv::Vec3d &v) { + const cv::Matx44d &m = affine.matrix; + cv::Vec3d r; + r.val[0] = m.val[0] * v[0] + m.val[1] * v[1] + m.val[2] * v[2] + m.val[3]; + r.val[1] = m.val[4] * v[0] + m.val[5] * v[1] + m.val[6] * v[2] + m.val[7]; + r.val[2] = m.val[8] * v[0] + m.val[9] * v[1] + m.val[10] * v[2] + m.val[11]; + return r; +} + +#if defined EIGEN_WORLD_VERSION && defined EIGEN_GEOMETRY_MODULE_H + +template +inline cv::Affine3::Affine3( + const Eigen::Transform &affine) { + cv::Mat(4, 4, cv::traits::Type::value, affine.matrix().data()) + .copyTo(matrix); +} + +template +inline cv::Affine3::Affine3( + const Eigen::Transform &affine) { + Eigen::Transform a = affine; + cv::Mat(4, 4, cv::traits::Type::value, a.matrix().data()).copyTo(matrix); +} + +template +inline cv::Affine3::operator Eigen::Transform() const { + Eigen::Transform r; + cv::Mat hdr(4, 4, cv::traits::Type::value, r.matrix().data()); + cv::Mat(matrix, false).copyTo(hdr); + return r; +} + +template +inline cv::Affine3::operator Eigen::Transform() const { + return this + ->operator Eigen::Transform(); +} + +#endif /* defined EIGEN_WORLD_VERSION && defined EIGEN_GEOMETRY_MODULE_H */ + +//! @endcond + +#endif /* __cplusplus */ + +#endif /* OPENCV_CORE_AFFINE3_HPP */ diff --git a/third-party/include/opencv2/core/async.hpp b/third-party/include/opencv2/core/async.hpp new file mode 100644 index 000000000..9c48f1625 --- /dev/null +++ b/third-party/include/opencv2/core/async.hpp @@ -0,0 +1,107 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level +// directory of this distribution and at http://opencv.org/license.html. + +#ifndef OPENCV_CORE_ASYNC_HPP +#define OPENCV_CORE_ASYNC_HPP + +#include + +// #include +#include + +namespace cv { + +/** @addtogroup core_async + +@{ +*/ + +/** @brief Returns result of asynchronous operations + +Object has attached asynchronous state. +Assignment operator doesn't clone asynchronous state (it is shared between all +instances). + +Result can be fetched via get() method only once. + +*/ +class CV_EXPORTS_W AsyncArray { +public: + ~AsyncArray() CV_NOEXCEPT; + CV_WRAP AsyncArray() CV_NOEXCEPT; + AsyncArray(const AsyncArray &o) CV_NOEXCEPT; + AsyncArray &operator=(const AsyncArray &o) CV_NOEXCEPT; + CV_WRAP void release() CV_NOEXCEPT; + + /** Fetch the result. + @param[out] dst destination array + + Waits for result until container has valid result. + Throws exception if exception was stored as a result. + + Throws exception on invalid container state. + + @note Result or stored exception can be fetched only once. + */ + CV_WRAP void get(OutputArray dst) const; + + /** Retrieving the result with timeout + @param[out] dst destination array + @param[in] timeoutNs timeout in nanoseconds, -1 for infinite wait + + @returns true if result is ready, false if the timeout has expired + + @note Result or stored exception can be fetched only once. + */ + bool get(OutputArray dst, int64 timeoutNs) const; + + CV_WRAP inline bool get(OutputArray dst, double timeoutNs) const { + return get(dst, (int64)timeoutNs); + } + + bool wait_for(int64 timeoutNs) const; + + CV_WRAP inline bool wait_for(double timeoutNs) const { + return wait_for((int64)timeoutNs); + } + + CV_WRAP bool valid() const CV_NOEXCEPT; + + inline AsyncArray(AsyncArray &&o) { + p = o.p; + o.p = NULL; + } + inline AsyncArray &operator=(AsyncArray &&o) CV_NOEXCEPT { + std::swap(p, o.p); + return *this; + } + + template + inline bool get(OutputArray dst, + const std::chrono::duration<_Rep, _Period> &timeout) { + return get(dst, (int64)(std::chrono::nanoseconds(timeout).count())); + } + + template + inline bool wait_for(const std::chrono::duration<_Rep, _Period> &timeout) { + return wait_for((int64)(std::chrono::nanoseconds(timeout).count())); + } + +#if 0 + std::future getFutureMat() const; + std::future getFutureUMat() const; +#endif + + // PImpl + struct Impl; + friend struct Impl; + inline void *_getImpl() const CV_NOEXCEPT { return p; } + +protected: + Impl *p; +}; + +//! @} +} // namespace cv +#endif // OPENCV_CORE_ASYNC_HPP diff --git a/third-party/include/opencv2/core/base.hpp b/third-party/include/opencv2/core/base.hpp new file mode 100644 index 000000000..3dfa243df --- /dev/null +++ b/third-party/include/opencv2/core/base.hpp @@ -0,0 +1,735 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this +license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2000-2008, Intel Corporation, all rights reserved. +// Copyright (C) 2009, Willow Garage Inc., all rights reserved. +// Copyright (C) 2013, OpenCV Foundation, all rights reserved. +// Copyright (C) 2014, Itseez Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// Redistribution and use in source and binary forms, with or without +modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright +notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote +products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" +and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are +disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any +direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifndef OPENCV_CORE_BASE_HPP +#define OPENCV_CORE_BASE_HPP + +#ifndef __cplusplus +#error base.hpp header must be compiled as C++ +#endif + +#include "opencv2/opencv_modules.hpp" + +#include +#include + +#include "opencv2/core/cvdef.h" +#include "opencv2/core/cvstd.hpp" + +namespace cv { + +//! @addtogroup core_utils +//! @{ + +namespace Error { +//! error codes +enum Code { + StsOk = 0, //!< everything is ok + StsBackTrace = -1, //!< pseudo error for back trace + StsError = -2, //!< unknown /unspecified error + StsInternal = -3, //!< internal error (bad state) + StsNoMem = -4, //!< insufficient memory + StsBadArg = -5, //!< function arg/param is bad + StsBadFunc = -6, //!< unsupported function + StsNoConv = -7, //!< iteration didn't converge + StsAutoTrace = -8, //!< tracing + HeaderIsNull = -9, //!< image header is NULL + BadImageSize = -10, //!< image size is invalid + BadOffset = -11, //!< offset is invalid + BadDataPtr = -12, //!< + BadStep = -13, //!< image step is wrong, this may happen for a non-continuous + //!< matrix. + BadModelOrChSeq = -14, //!< + BadNumChannels = -15, //!< bad number of channels, for example, some functions + //!< accept only single channel matrices. + BadNumChannel1U = -16, //!< + BadDepth = -17, //!< input image depth is not supported by the function + BadAlphaChannel = -18, //!< + BadOrder = -19, //!< number of dimensions is out of range + BadOrigin = -20, //!< incorrect input origin + BadAlign = -21, //!< incorrect input align + BadCallBack = -22, //!< + BadTileSize = -23, //!< + BadCOI = -24, //!< input COI is not supported + BadROISize = -25, //!< incorrect input roi + MaskIsTiled = -26, //!< + StsNullPtr = -27, //!< null pointer + StsVecLengthErr = -28, //!< incorrect vector length + StsFilterStructContentErr = -29, //!< incorrect filter structure content + StsKernelStructContentErr = -30, //!< incorrect transform kernel content + StsFilterOffsetErr = -31, //!< incorrect filter offset value + StsBadSize = -201, //!< the input/output structure size is incorrect + StsDivByZero = -202, //!< division by zero + StsInplaceNotSupported = -203, //!< in-place operation is not supported + StsObjectNotFound = -204, //!< request can't be completed + StsUnmatchedFormats = -205, //!< formats of input/output arrays differ + StsBadFlag = -206, //!< flag is wrong or not supported + StsBadPoint = -207, //!< bad CvPoint + StsBadMask = -208, //!< bad format of mask (neither 8uC1 nor 8sC1) + StsUnmatchedSizes = -209, //!< sizes of input/output structures do not match + StsUnsupportedFormat = + -210, //!< the data format/type is not supported by the function + StsOutOfRange = -211, //!< some of parameters are out of range + StsParseError = -212, //!< invalid syntax/structure of the parsed file + StsNotImplemented = + -213, //!< the requested function/feature is not implemented + StsBadMemBlock = -214, //!< an allocated block has been corrupted + StsAssert = -215, //!< assertion failed + GpuNotSupported = -216, //!< no CUDA support + GpuApiCallError = -217, //!< GPU API call error + OpenGlNotSupported = -218, //!< no OpenGL support + OpenGlApiCallError = -219, //!< OpenGL API call error + OpenCLApiCallError = -220, //!< OpenCL API call error + OpenCLDoubleNotSupported = -221, + OpenCLInitError = -222, //!< OpenCL initialization error + OpenCLNoAMDBlasFft = -223 +}; +} // namespace Error + +//! @} core_utils + +//! @addtogroup core_array +//! @{ + +//! matrix decomposition types +enum DecompTypes { + /** Gaussian elimination with the optimal pivot element chosen. */ + DECOMP_LU = 0, + /** singular value decomposition (SVD) method; the system can be over-defined + and/or the matrix src1 can be singular */ + DECOMP_SVD = 1, + /** eigenvalue decomposition; the matrix src1 must be symmetrical */ + DECOMP_EIG = 2, + /** Cholesky \f$LL^T\f$ factorization; the matrix src1 must be symmetrical and + positively defined */ + DECOMP_CHOLESKY = 3, + /** QR factorization; the system can be over-defined and/or the matrix src1 + can be singular */ + DECOMP_QR = 4, + /** while all the previous flags are mutually exclusive, this flag can be used + together with any of the previous; it means that the normal equations + \f$\texttt{src1}^T\cdot\texttt{src1}\cdot\texttt{dst}=\texttt{src1}^T\texttt{src2}\f$ + are solved instead of the original system + \f$\texttt{src1}\cdot\texttt{dst}=\texttt{src2}\f$ */ + DECOMP_NORMAL = 16 +}; + +/** norm types + +src1 and src2 denote input arrays. +*/ + +enum NormTypes { + /** + \f[ + norm = \forkthree + {\|\texttt{src1}\|_{L_{\infty}} = \max _I | \texttt{src1} (I)|}{if + \(\texttt{normType} = \texttt{NORM_INF}\) } + {\|\texttt{src1}-\texttt{src2}\|_{L_{\infty}} = \max _I | \texttt{src1} (I) - + \texttt{src2} (I)|}{if \(\texttt{normType} = \texttt{NORM_INF}\) } + {\frac{\|\texttt{src1}-\texttt{src2}\|_{L_{\infty}} + }{\|\texttt{src2}\|_{L_{\infty}} }}{if \(\texttt{normType} = + \texttt{NORM_RELATIVE | NORM_INF}\) } + \f] + */ + NORM_INF = 1, + /** + \f[ + norm = \forkthree + {\| \texttt{src1} \| _{L_1} = \sum _I | \texttt{src1} (I)|}{if + \(\texttt{normType} = \texttt{NORM_L1}\)} { \| \texttt{src1} - \texttt{src2} + \| _{L_1} = \sum _I | \texttt{src1} (I) - \texttt{src2} (I)|}{if + \(\texttt{normType} = \texttt{NORM_L1}\) } { + \frac{\|\texttt{src1}-\texttt{src2}\|_{L_1} }{\|\texttt{src2}\|_{L_1}} }{if + \(\texttt{normType} = \texttt{NORM_RELATIVE | NORM_L1}\) } + \f]*/ + NORM_L1 = 2, + /** + \f[ + norm = \forkthree + { \| \texttt{src1} \| _{L_2} = \sqrt{\sum_I \texttt{src1}(I)^2} }{if + \(\texttt{normType} = \texttt{NORM_L2}\) } { \| \texttt{src1} - \texttt{src2} + \| _{L_2} = \sqrt{\sum_I (\texttt{src1}(I) - \texttt{src2}(I))^2} }{if + \(\texttt{normType} = \texttt{NORM_L2}\) } { + \frac{\|\texttt{src1}-\texttt{src2}\|_{L_2} }{\|\texttt{src2}\|_{L_2}} }{if + \(\texttt{normType} = \texttt{NORM_RELATIVE | NORM_L2}\) } + \f] + */ + NORM_L2 = 4, + /** + \f[ + norm = \forkthree + { \| \texttt{src1} \| _{L_2} ^{2} = \sum_I \texttt{src1}(I)^2} {if + \(\texttt{normType} = \texttt{NORM_L2SQR}\)} { \| \texttt{src1} - + \texttt{src2} \| _{L_2} ^{2} = \sum_I (\texttt{src1}(I) - \texttt{src2}(I))^2 + }{if \(\texttt{normType} = \texttt{NORM_L2SQR}\) } { + \left(\frac{\|\texttt{src1}-\texttt{src2}\|_{L_2} + }{\|\texttt{src2}\|_{L_2}}\right)^2 }{if \(\texttt{normType} = + \texttt{NORM_RELATIVE | NORM_L2SQR}\) } + \f] + */ + NORM_L2SQR = 5, + /** + In the case of one input array, calculates the Hamming distance of the array + from zero, In the case of two input arrays, calculates the Hamming distance + between the arrays. + */ + NORM_HAMMING = 6, + /** + Similar to NORM_HAMMING, but in the calculation, each two bits of the input + sequence will be added and treated as a single bit to be used in the same + calculation as NORM_HAMMING. + */ + NORM_HAMMING2 = 7, + NORM_TYPE_MASK = + 7, //!< bit-mask which can be used to separate norm type from norm flags + NORM_RELATIVE = 8, //!< flag + NORM_MINMAX = 32 //!< flag +}; + +//! comparison types +enum CmpTypes { + CMP_EQ = 0, //!< src1 is equal to src2. + CMP_GT = 1, //!< src1 is greater than src2. + CMP_GE = 2, //!< src1 is greater than or equal to src2. + CMP_LT = 3, //!< src1 is less than src2. + CMP_LE = 4, //!< src1 is less than or equal to src2. + CMP_NE = 5 //!< src1 is unequal to src2. +}; + +//! generalized matrix multiplication flags +enum GemmFlags { + GEMM_1_T = 1, //!< transposes src1 + GEMM_2_T = 2, //!< transposes src2 + GEMM_3_T = 4 //!< transposes src3 +}; + +enum DftFlags { + /** performs an inverse 1D or 2D transform instead of the default forward + transform. */ + DFT_INVERSE = 1, + /** scales the result: divide it by the number of array elements. Normally, it + is combined with DFT_INVERSE. */ + DFT_SCALE = 2, + /** performs a forward or inverse transform of every individual row of the + input matrix; this flag enables you to transform multiple vectors + simultaneously and can be used to decrease the overhead (which is sometimes + several times larger than the processing itself) to perform 3D and + higher-dimensional transformations and so forth.*/ + DFT_ROWS = 4, + /** performs a forward transformation of 1D or 2D real array; the result, + though being a complex array, has complex-conjugate symmetry (*CCS*, see + the function description below for details), and such an array can be + packed into a real array of the same size as input, which is the fastest + option and which is what the function does by default; however, you may + wish to get a full complex array (for simpler spectrum analysis, and so on) + - pass the flag to enable the function to produce a full-size complex + output array. */ + DFT_COMPLEX_OUTPUT = 16, + /** performs an inverse transformation of a 1D or 2D complex array; the + result is normally a complex array of the same size, however, if the input + array has conjugate-complex symmetry (for example, it is a result of + forward transformation with DFT_COMPLEX_OUTPUT flag), the output is a real + array; while the function itself does not check whether the input is + symmetrical or not, you can pass the flag and then the function will assume + the symmetry and produce the real output array (note that when the input is + packed into a real array and inverse transformation is executed, the + function treats the input as a packed complex-conjugate symmetrical array, + and the output will also be a real array). */ + DFT_REAL_OUTPUT = 32, + /** specifies that input is complex input. If this flag is set, the input must + have 2 channels. On the other hand, for backwards compatibility reason, if + input has 2 channels, input is already considered complex. */ + DFT_COMPLEX_INPUT = 64, + /** performs an inverse 1D or 2D transform instead of the default forward + transform. */ + DCT_INVERSE = DFT_INVERSE, + /** performs a forward or inverse transform of every individual row of the + input matrix. This flag enables you to transform multiple vectors + simultaneously and can be used to decrease the overhead (which is sometimes + several times larger than the processing itself) to perform 3D and + higher-dimensional transforms and so forth.*/ + DCT_ROWS = DFT_ROWS +}; + +//! Various border types, image boundaries are denoted with `|` +//! @see borderInterpolate, copyMakeBorder +enum BorderTypes { + BORDER_CONSTANT = 0, //!< `iiiiii|abcdefgh|iiiiiii` with some specified `i` + BORDER_REPLICATE = 1, //!< `aaaaaa|abcdefgh|hhhhhhh` + BORDER_REFLECT = 2, //!< `fedcba|abcdefgh|hgfedcb` + BORDER_WRAP = 3, //!< `cdefgh|abcdefgh|abcdefg` + BORDER_REFLECT_101 = 4, //!< `gfedcb|abcdefgh|gfedcba` + BORDER_TRANSPARENT = + 5, //!< `uvwxyz|abcdefgh|ijklmno` - Treats outliers as transparent. + + BORDER_REFLECT101 = BORDER_REFLECT_101, //!< same as BORDER_REFLECT_101 + BORDER_DEFAULT = BORDER_REFLECT_101, //!< same as BORDER_REFLECT_101 + BORDER_ISOLATED = 16 //!< Interpolation restricted within the ROI boundaries. +}; + +//! @} core_array + +//! @addtogroup core_utils +//! @{ + +/*! @brief Signals an error and raises the exception. + +By default the function prints information about the error to stderr, +then it either stops if setBreakOnError() had been called before or raises the +exception. It is possible to alternate error processing by using +redirectError(). +@param code - error code (Error::Code) +@param err - error description +@param func - function name. Available only when the compiler supports getting +it +@param file - source file name where the error has occurred +@param line - line number in the source file where the error has occurred +@see CV_Error, CV_Error_, CV_Assert, CV_DbgAssert + */ +CV_EXPORTS CV_NORETURN void error(int code, const String &err, const char *func, + const char *file, int line); + +/*! @brief Signals an error and terminate application. + +By default the function prints information about the error to stderr, then it +terminates application with std::terminate. The function is designed for +invariants check in functions and methods with noexcept attribute. +@param code - error code (Error::Code) +@param err - error description +@param func - function name. Available only when the compiler supports getting +it +@param file - source file name where the error has occurred +@param line - line number in the source file where the error has occurred +@see CV_AssertTerminate + */ +CV_EXPORTS CV_NORETURN void terminate(int code, const String &err, + const char *func, const char *file, + int line) CV_NOEXCEPT; + +#ifdef CV_STATIC_ANALYSIS + +// In practice, some macro are not processed correctly (noreturn is not +// detected). We need to use simplified definition for them. +#define CV_Error(code, msg) \ + do { \ + (void)(code); \ + (void)(msg); \ + abort(); \ + } while (0) +#define CV_Error_(code, args) \ + do { \ + (void)(code); \ + (void)(cv::format args); \ + abort(); \ + } while (0) +#define CV_Assert(expr) \ + do { \ + if (!(expr)) \ + abort(); \ + } while (0) + +#else // CV_STATIC_ANALYSIS + +/** @brief Call the error handler. + +Currently, the error handler prints the error code and the error message to the +standard error stream `stderr`. In the Debug configuration, it then provokes +memory access violation, so that the execution stack and all the parameters can +be analyzed by the debugger. In the Release configuration, the exception is +thrown. + +@param code one of Error::Code +@param msg error message +*/ +#define CV_Error(code, msg) cv::error(code, msg, CV_Func, __FILE__, __LINE__) + +/** @brief Call the error handler. + +This macro can be used to construct an error message on-fly to include some +dynamic information, for example: +@code + // note the extra parentheses around the formatted text message + CV_Error_(Error::StsOutOfRange, + ("the value at (%d, %d)=%g is out of range", badPt.x, badPt.y, badValue)); +@endcode +@param code one of Error::Code +@param args printf-like formatted error message in parentheses +*/ +#define CV_Error_(code, args) \ + cv::error(code, cv::format args, CV_Func, __FILE__, __LINE__) + +/** @brief Checks a condition at runtime and throws exception if it fails + +The macros CV_Assert (and CV_DbgAssert(expr)) evaluate the specified expression. +If it is 0, the macros raise an error (see cv::error). The macro CV_Assert +checks the condition in both Debug and Release configurations while CV_DbgAssert +is only retained in the Debug configuration. CV_AssertTerminate is analog of +CV_Assert for invariants check in functions with noexcept attribute. It does not +throw exception, but terminates the application. +*/ +#define CV_Assert(expr) \ + do { \ + if (!!(expr)) \ + ; \ + else \ + cv::error(cv::Error::StsAssert, #expr, CV_Func, __FILE__, __LINE__); \ + } while (0) +#define CV_AssertTerminate(expr) \ + do { \ + if (!!(expr)) \ + ; \ + else \ + cv::terminate(#expr, CV_Func, __FILE__, __LINE__); \ + } while (0) + +#endif // CV_STATIC_ANALYSIS + +//! @cond IGNORED +#if !defined(__OPENCV_BUILD) // TODO: backward compatibility only +#ifndef CV_ErrorNoReturn +#define CV_ErrorNoReturn CV_Error +#endif +#ifndef CV_ErrorNoReturn_ +#define CV_ErrorNoReturn_ CV_Error_ +#endif +#endif + +#define CV_Assert_1 CV_Assert +#define CV_Assert_2(expr, ...) \ + CV_Assert_1(expr); \ + __CV_EXPAND(CV_Assert_1(__VA_ARGS__)) +#define CV_Assert_3(expr, ...) \ + CV_Assert_1(expr); \ + __CV_EXPAND(CV_Assert_2(__VA_ARGS__)) +#define CV_Assert_4(expr, ...) \ + CV_Assert_1(expr); \ + __CV_EXPAND(CV_Assert_3(__VA_ARGS__)) +#define CV_Assert_5(expr, ...) \ + CV_Assert_1(expr); \ + __CV_EXPAND(CV_Assert_4(__VA_ARGS__)) +#define CV_Assert_6(expr, ...) \ + CV_Assert_1(expr); \ + __CV_EXPAND(CV_Assert_5(__VA_ARGS__)) +#define CV_Assert_7(expr, ...) \ + CV_Assert_1(expr); \ + __CV_EXPAND(CV_Assert_6(__VA_ARGS__)) +#define CV_Assert_8(expr, ...) \ + CV_Assert_1(expr); \ + __CV_EXPAND(CV_Assert_7(__VA_ARGS__)) +#define CV_Assert_9(expr, ...) \ + CV_Assert_1(expr); \ + __CV_EXPAND(CV_Assert_8(__VA_ARGS__)) +#define CV_Assert_10(expr, ...) \ + CV_Assert_1(expr); \ + __CV_EXPAND(CV_Assert_9(__VA_ARGS__)) + +#define CV_Assert_N(...) \ + do { \ + __CV_EXPAND( \ + __CV_CAT(CV_Assert_, __CV_VA_NUM_ARGS(__VA_ARGS__))(__VA_ARGS__)); \ + } while (0) + +//! @endcond + +#if defined _DEBUG || defined CV_STATIC_ANALYSIS +#define CV_DbgAssert(expr) CV_Assert(expr) +#else +/** replaced with CV_Assert(expr) in Debug configuration */ +#define CV_DbgAssert(expr) +#endif + +/* + * Hamming distance functor - counts the bit differences between two strings - + * useful for the Brief descriptor bit count of A exclusive XOR'ed with B + */ +struct CV_EXPORTS Hamming { + static const NormTypes normType = NORM_HAMMING; + typedef unsigned char ValueType; + typedef int ResultType; + + /** this will count the bits in a ^ b + */ + ResultType operator()(const unsigned char *a, const unsigned char *b, + int size) const; +}; + +typedef Hamming HammingLUT; + +/////////////////////////////////// inline norms +/////////////////////////////////////// + +template inline _Tp cv_abs(_Tp x) { return std::abs(x); } +inline int cv_abs(uchar x) { return x; } +inline int cv_abs(schar x) { return std::abs(x); } +inline int cv_abs(ushort x) { return x; } +inline int cv_abs(short x) { return std::abs(x); } + +template +static inline _AccTp normL2Sqr(const _Tp *a, int n) { + _AccTp s = 0; + int i = 0; +#if CV_ENABLE_UNROLLED + for (; i <= n - 4; i += 4) { + _AccTp v0 = a[i], v1 = a[i + 1], v2 = a[i + 2], v3 = a[i + 3]; + s += v0 * v0 + v1 * v1 + v2 * v2 + v3 * v3; + } +#endif + for (; i < n; i++) { + _AccTp v = a[i]; + s += v * v; + } + return s; +} + +template +static inline _AccTp normL1(const _Tp *a, int n) { + _AccTp s = 0; + int i = 0; +#if CV_ENABLE_UNROLLED + for (; i <= n - 4; i += 4) { + s += (_AccTp)cv_abs(a[i]) + (_AccTp)cv_abs(a[i + 1]) + + (_AccTp)cv_abs(a[i + 2]) + (_AccTp)cv_abs(a[i + 3]); + } +#endif + for (; i < n; i++) + s += cv_abs(a[i]); + return s; +} + +template +static inline _AccTp normInf(const _Tp *a, int n) { + _AccTp s = 0; + for (int i = 0; i < n; i++) + s = std::max(s, (_AccTp)cv_abs(a[i])); + return s; +} + +template +static inline _AccTp normL2Sqr(const _Tp *a, const _Tp *b, int n) { + _AccTp s = 0; + int i = 0; +#if CV_ENABLE_UNROLLED + for (; i <= n - 4; i += 4) { + _AccTp v0 = _AccTp(a[i] - b[i]), v1 = _AccTp(a[i + 1] - b[i + 1]), + v2 = _AccTp(a[i + 2] - b[i + 2]), v3 = _AccTp(a[i + 3] - b[i + 3]); + s += v0 * v0 + v1 * v1 + v2 * v2 + v3 * v3; + } +#endif + for (; i < n; i++) { + _AccTp v = _AccTp(a[i] - b[i]); + s += v * v; + } + return s; +} + +static inline float normL2Sqr(const float *a, const float *b, int n) { + float s = 0.f; + for (int i = 0; i < n; i++) { + float v = a[i] - b[i]; + s += v * v; + } + return s; +} + +template +static inline _AccTp normL1(const _Tp *a, const _Tp *b, int n) { + _AccTp s = 0; + int i = 0; +#if CV_ENABLE_UNROLLED + for (; i <= n - 4; i += 4) { + _AccTp v0 = _AccTp(a[i] - b[i]), v1 = _AccTp(a[i + 1] - b[i + 1]), + v2 = _AccTp(a[i + 2] - b[i + 2]), v3 = _AccTp(a[i + 3] - b[i + 3]); + s += std::abs(v0) + std::abs(v1) + std::abs(v2) + std::abs(v3); + } +#endif + for (; i < n; i++) { + _AccTp v = _AccTp(a[i] - b[i]); + s += std::abs(v); + } + return s; +} + +inline float normL1(const float *a, const float *b, int n) { + float s = 0.f; + for (int i = 0; i < n; i++) { + s += std::abs(a[i] - b[i]); + } + return s; +} + +inline int normL1(const uchar *a, const uchar *b, int n) { + int s = 0; + for (int i = 0; i < n; i++) { + s += std::abs(a[i] - b[i]); + } + return s; +} + +template +static inline _AccTp normInf(const _Tp *a, const _Tp *b, int n) { + _AccTp s = 0; + for (int i = 0; i < n; i++) { + _AccTp v0 = a[i] - b[i]; + s = std::max(s, std::abs(v0)); + } + return s; +} + +/** @brief Computes the cube root of an argument. + + The function cubeRoot computes \f$\sqrt[3]{\texttt{val}}\f$. Negative arguments + are handled correctly. NaN and Inf are not handled. The accuracy approaches the + maximum possible accuracy for single-precision data. + @param val A function argument. + */ +CV_EXPORTS_W float cubeRoot(float val); + +/** @overload + +cubeRoot with argument of `double` type calls `std::cbrt(double)` +*/ +static inline double cubeRoot(double val) { return std::cbrt(val); } + +/** @brief Calculates the angle of a 2D vector in degrees. + + The function fastAtan2 calculates the full-range angle of an input 2D vector. + The angle is measured in degrees and varies from 0 to 360 degrees. The accuracy + is about 0.3 degrees. + @param x x-coordinate of the vector. + @param y y-coordinate of the vector. + */ +CV_EXPORTS_W float fastAtan2(float y, float x); + +/** proxy for hal::LU */ +CV_EXPORTS int LU(float *A, size_t astep, int m, float *b, size_t bstep, int n); +/** proxy for hal::LU */ +CV_EXPORTS int LU(double *A, size_t astep, int m, double *b, size_t bstep, + int n); +/** proxy for hal::Cholesky */ +CV_EXPORTS bool Cholesky(float *A, size_t astep, int m, float *b, size_t bstep, + int n); +/** proxy for hal::Cholesky */ +CV_EXPORTS bool Cholesky(double *A, size_t astep, int m, double *b, + size_t bstep, int n); + +////////////////// forward declarations for important OpenCV types +///////////////////// + +//! @cond IGNORED + +template class Vec; +template class Matx; + +template class Complex; +template class Point_; +template class Point3_; +template class Size_; +template class Rect_; +template class Scalar_; + +class CV_EXPORTS RotatedRect; +class CV_EXPORTS Range; +class CV_EXPORTS TermCriteria; +class CV_EXPORTS KeyPoint; +class CV_EXPORTS DMatch; +class CV_EXPORTS RNG; + +class CV_EXPORTS Mat; +class CV_EXPORTS MatExpr; + +class CV_EXPORTS SparseMat; +typedef Mat MatND; + +template class Mat_; +template class SparseMat_; + +class CV_EXPORTS MatConstIterator; +class CV_EXPORTS SparseMatIterator; +class CV_EXPORTS SparseMatConstIterator; +template class MatIterator_; +template class MatConstIterator_; +template class SparseMatIterator_; +template class SparseMatConstIterator_; + +namespace ipp { +CV_EXPORTS unsigned long long getIppFeatures(); +CV_EXPORTS void setIppStatus(int status, const char *const funcname = NULL, + const char *const filename = NULL, int line = 0); +CV_EXPORTS int getIppStatus(); +CV_EXPORTS String getIppErrorLocation(); +CV_EXPORTS_W bool useIPP(); +CV_EXPORTS_W void setUseIPP(bool flag); +CV_EXPORTS_W String getIppVersion(); + +// IPP Not-Exact mode. This function may force use of IPP then both IPP and +// OpenCV provide proper results but have internal accuracy differences which +// have too much direct or indirect impact on accuracy tests. +CV_EXPORTS_W bool useIPP_NotExact(); +CV_EXPORTS_W void setUseIPP_NotExact(bool flag); +#ifndef DISABLE_OPENCV_3_COMPATIBILITY +static inline bool useIPP_NE() { return useIPP_NotExact(); } +static inline void setUseIPP_NE(bool flag) { setUseIPP_NotExact(flag); } +#endif + +} // namespace ipp + +//! @endcond + +//! @} core_utils + +} // namespace cv + +#include "opencv2/core/check.hpp" +#include "opencv2/core/neon_utils.hpp" +#include "opencv2/core/vsx_utils.hpp" + +#endif // OPENCV_CORE_BASE_HPP diff --git a/third-party/include/opencv2/core/bindings_utils.hpp b/third-party/include/opencv2/core/bindings_utils.hpp new file mode 100644 index 000000000..416f3d474 --- /dev/null +++ b/third-party/include/opencv2/core/bindings_utils.hpp @@ -0,0 +1,279 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level +// directory of this distribution and at http://opencv.org/license.html. + +#ifndef OPENCV_CORE_BINDINGS_UTILS_HPP +#define OPENCV_CORE_BINDINGS_UTILS_HPP + +#include +#include +#include + +#include + +namespace cv { +namespace utils { +//! @addtogroup core_utils +//! @{ + +CV_EXPORTS_W String dumpInputArray(InputArray argument); + +CV_EXPORTS_W String dumpInputArrayOfArrays(InputArrayOfArrays argument); + +CV_EXPORTS_W String dumpInputOutputArray(InputOutputArray argument); + +CV_EXPORTS_W String +dumpInputOutputArrayOfArrays(InputOutputArrayOfArrays argument); + +CV_WRAP static inline String dumpBool(bool argument) { + return (argument) ? String("Bool: True") : String("Bool: False"); +} + +CV_WRAP static inline String dumpInt(int argument) { + return cv::format("Int: %d", argument); +} + +CV_WRAP static inline String dumpInt64(int64 argument) { + std::ostringstream oss("Int64: ", std::ios::ate); + oss << argument; + return oss.str(); +} + +CV_WRAP static inline String dumpSizeT(size_t argument) { + std::ostringstream oss("size_t: ", std::ios::ate); + oss << argument; + return oss.str(); +} + +CV_WRAP static inline String dumpFloat(float argument) { + return cv::format("Float: %.2f", argument); +} + +CV_WRAP static inline String dumpDouble(double argument) { + return cv::format("Double: %.2f", argument); +} + +CV_WRAP static inline String dumpCString(const char *argument) { + return cv::format("String: %s", argument); +} + +CV_WRAP static inline String dumpString(const String &argument) { + return cv::format("String: %s", argument.c_str()); +} + +CV_WRAP static inline String dumpRect(const Rect &argument) { + return format("rect: (x=%d, y=%d, w=%d, h=%d)", argument.x, argument.y, + argument.width, argument.height); +} + +CV_WRAP static inline String dumpTermCriteria(const TermCriteria &argument) { + return format("term_criteria: (type=%d, max_count=%d, epsilon=%lf", + argument.type, argument.maxCount, argument.epsilon); +} + +CV_WRAP static inline String dumpRotatedRect(const RotatedRect &argument) { + return format("rotated_rect: (c_x=%f, c_y=%f, w=%f, h=%f, a=%f)", + argument.center.x, argument.center.y, argument.size.width, + argument.size.height, argument.angle); +} + +CV_WRAP static inline String dumpRange(const Range &argument) { + if (argument == Range::all()) { + return "range: all"; + } else { + return format("range: (s=%d, e=%d)", argument.start, argument.end); + } +} + +CV_EXPORTS_W String dumpVectorOfInt(const std::vector &vec); + +CV_EXPORTS_W String dumpVectorOfDouble(const std::vector &vec); + +CV_EXPORTS_W String dumpVectorOfRect(const std::vector &vec); + +//! @cond IGNORED + +CV_WRAP static inline String +testOverloadResolution(int value, const Point &point = Point(42, 24)) { + return format("overload (int=%d, point=(x=%d, y=%d))", value, point.x, + point.y); +} + +CV_WRAP static inline String testOverloadResolution(const Rect &rect) { + return format("overload (rect=(x=%d, y=%d, w=%d, h=%d))", rect.x, rect.y, + rect.width, rect.height); +} + +CV_WRAP static inline RotatedRect testRotatedRect(float x, float y, float w, + float h, float angle) { + return RotatedRect(Point2f(x, y), Size2f(w, h), angle); +} + +CV_WRAP static inline std::vector +testRotatedRectVector(float x, float y, float w, float h, float angle) { + std::vector result; + for (int i = 0; i < 10; i++) + result.push_back( + RotatedRect(Point2f(x + i, y + 2 * i), Size2f(w, h), angle + 10 * i)); + return result; +} + +CV_WRAP static inline int testOverwriteNativeMethod(int argument) { + return argument; +} + +CV_WRAP static inline String +testReservedKeywordConversion(int positional_argument, int lambda = 2, + int from = 3) { + return format("arg=%d, lambda=%d, from=%d", positional_argument, lambda, + from); +} + +CV_WRAP static inline void generateVectorOfRect(size_t len, + CV_OUT std::vector &vec) { + vec.resize(len); + if (len > 0) { + RNG rng(12345); + Mat tmp(static_cast(len), 1, CV_32SC4); + rng.fill(tmp, RNG::UNIFORM, 10, 20); + tmp.copyTo(vec); + } +} + +CV_WRAP static inline void generateVectorOfInt(size_t len, + CV_OUT std::vector &vec) { + vec.resize(len); + if (len > 0) { + RNG rng(554433); + Mat tmp(static_cast(len), 1, CV_32SC1); + rng.fill(tmp, RNG::UNIFORM, -10, 10); + tmp.copyTo(vec); + } +} + +CV_WRAP static inline void generateVectorOfMat(size_t len, int rows, int cols, + int dtype, + CV_OUT std::vector &vec) { + vec.resize(len); + if (len > 0) { + RNG rng(65431); + for (size_t i = 0; i < len; ++i) { + vec[i].create(rows, cols, dtype); + rng.fill(vec[i], RNG::UNIFORM, 0, 10); + } + } +} + +CV_WRAP static inline AsyncArray testAsyncArray(InputArray argument) { + AsyncPromise p; + p.setValue(argument); + return p.getArrayResult(); +} + +CV_WRAP static inline AsyncArray testAsyncException() { + AsyncPromise p; + return p.getArrayResult(); +} + +CV_WRAP static inline String dumpVec2i(const cv::Vec2i value = cv::Vec2i(42, + 24)) { + return format("Vec2i(%d, %d)", value[0], value[1]); +} + +struct CV_EXPORTS_W_SIMPLE ClassWithKeywordProperties { + CV_PROP_RW int lambda; + CV_PROP int except; + + CV_WRAP explicit ClassWithKeywordProperties(int lambda_arg = 24, + int except_arg = 42) { + lambda = lambda_arg; + except = except_arg; + } +}; + +struct CV_EXPORTS_W_PARAMS FunctionParams { + CV_PROP_RW int lambda = -1; + CV_PROP_RW float sigma = 0.0f; + + FunctionParams &setLambda(int value) CV_NOEXCEPT { + lambda = value; + return *this; + } + + FunctionParams &setSigma(float value) CV_NOEXCEPT { + sigma = value; + return *this; + } +}; + +CV_WRAP static inline String +copyMatAndDumpNamedArguments(InputArray src, OutputArray dst, + const FunctionParams ¶ms = FunctionParams()) { + src.copyTo(dst); + return format("lambda=%d, sigma=%.1f", params.lambda, params.sigma); +} + +namespace nested { +CV_WRAP static inline bool testEchoBooleanFunction(bool flag) { return flag; } + +class CV_EXPORTS_W CV_WRAP_AS(ExportClassName) OriginalClassName { +public: + struct CV_EXPORTS_W_SIMPLE Params { + CV_PROP_RW int int_value; + CV_PROP_RW float float_value; + + CV_WRAP explicit Params(int int_param = 123, float float_param = 3.5f) { + int_value = int_param; + float_value = float_param; + } + }; + + explicit OriginalClassName( + const OriginalClassName::Params ¶ms = OriginalClassName::Params()) { + params_ = params; + } + + CV_WRAP int getIntParam() const { return params_.int_value; } + + CV_WRAP float getFloatParam() const { return params_.float_value; } + + CV_WRAP static std::string originalName() { return "OriginalClassName"; } + + CV_WRAP static Ptr create( + const OriginalClassName::Params ¶ms = OriginalClassName::Params()) { + return makePtr(params); + } + +private: + OriginalClassName::Params params_; +}; + +typedef OriginalClassName::Params OriginalClassName_Params; +} // namespace nested + +//! @endcond IGNORED + +namespace fs { +CV_EXPORTS_W cv::String getCacheDirectoryForDownloads(); +} // namespace fs + +//! @} // core_utils +} // namespace utils + +//! @cond IGNORED + +CV_WRAP static inline int setLogLevel(int level) { + // NB: Binding generators doesn't work with enums properly yet, so we define + // separate overload here + return cv::utils::logging::setLogLevel((cv::utils::logging::LogLevel)level); +} + +CV_WRAP static inline int getLogLevel() { + return cv::utils::logging::getLogLevel(); +} + +//! @endcond IGNORED + +} // namespace cv + +#endif // OPENCV_CORE_BINDINGS_UTILS_HPP diff --git a/third-party/include/opencv2/core/bufferpool.hpp b/third-party/include/opencv2/core/bufferpool.hpp new file mode 100644 index 000000000..8796de938 --- /dev/null +++ b/third-party/include/opencv2/core/bufferpool.hpp @@ -0,0 +1,39 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level +// directory of this distribution and at http://opencv.org/license.html. +// +// Copyright (C) 2014, Advanced Micro Devices, Inc., all rights reserved. + +#ifndef OPENCV_CORE_BUFFER_POOL_HPP +#define OPENCV_CORE_BUFFER_POOL_HPP + +#ifdef _MSC_VER +#pragma warning(push) +#pragma warning(disable : 4265) +#endif + +namespace cv { + +//! @addtogroup core_opencl +//! @{ + +class BufferPoolController { +protected: + ~BufferPoolController() {} + +public: + virtual size_t getReservedSize() const = 0; + virtual size_t getMaxReservedSize() const = 0; + virtual void setMaxReservedSize(size_t size) = 0; + virtual void freeAllReservedBuffers() = 0; +}; + +//! @} + +} // namespace cv + +#ifdef _MSC_VER +#pragma warning(pop) +#endif + +#endif // OPENCV_CORE_BUFFER_POOL_HPP diff --git a/third-party/include/opencv2/core/check.hpp b/third-party/include/opencv2/core/check.hpp new file mode 100644 index 000000000..cfcfe0e81 --- /dev/null +++ b/third-party/include/opencv2/core/check.hpp @@ -0,0 +1,231 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level +// directory of this distribution and at http://opencv.org/license.html. + +#ifndef OPENCV_CORE_CHECK_HPP +#define OPENCV_CORE_CHECK_HPP + +#include + +namespace cv { + +/** Returns string of cv::Mat depth value: CV_8U -> "CV_8U" or "" + */ +CV_EXPORTS const char *depthToString(int depth); + +/** Returns string of cv::Mat depth value: CV_8UC3 -> "CV_8UC3" or "" */ +CV_EXPORTS String typeToString(int type); + +//! @cond IGNORED +namespace detail { + +/** Returns string of cv::Mat depth value: CV_8U -> "CV_8U" or NULL */ +CV_EXPORTS const char *depthToString_(int depth); + +/** Returns string of cv::Mat depth value: CV_8UC3 -> "CV_8UC3" or cv::String() + */ +CV_EXPORTS cv::String typeToString_(int type); + +enum TestOp { + TEST_CUSTOM = 0, + TEST_EQ = 1, + TEST_NE = 2, + TEST_LE = 3, + TEST_LT = 4, + TEST_GE = 5, + TEST_GT = 6, + CV__LAST_TEST_OP +}; + +struct CheckContext { + const char *func; + const char *file; + int line; + enum TestOp testOp; + const char *message; + const char *p1_str; + const char *p2_str; +}; + +#ifndef CV__CHECK_FILENAME +#define CV__CHECK_FILENAME __FILE__ +#endif + +#ifndef CV__CHECK_FUNCTION +#if defined _MSC_VER +#define CV__CHECK_FUNCTION __FUNCSIG__ +#elif defined __GNUC__ +#define CV__CHECK_FUNCTION __PRETTY_FUNCTION__ +#else +#define CV__CHECK_FUNCTION "" +#endif +#endif + +#define CV__CHECK_LOCATION_VARNAME(id) \ + CVAUX_CONCAT(CVAUX_CONCAT(__cv_check_, id), __LINE__) +#define CV__DEFINE_CHECK_CONTEXT(id, message, testOp, p1_str, p2_str) \ + static const cv::detail::CheckContext CV__CHECK_LOCATION_VARNAME(id) = { \ + CV__CHECK_FUNCTION, CV__CHECK_FILENAME, __LINE__, testOp, \ + "" message, "" p1_str, "" p2_str} + +CV_EXPORTS void CV_NORETURN check_failed_auto(const bool v1, const bool v2, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const int v1, const int v2, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const size_t v1, const size_t v2, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const float v1, const float v2, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const double v1, const double v2, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const Size_ v1, + const Size_ v2, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_MatDepth(const int v1, const int v2, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_MatType(const int v1, const int v2, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_MatChannels(const int v1, const int v2, + const CheckContext &ctx); + +CV_EXPORTS void CV_NORETURN check_failed_true(const bool v, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_false(const bool v, + const CheckContext &ctx); + +CV_EXPORTS void CV_NORETURN check_failed_auto(const int v, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const size_t v, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const float v, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const double v, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const Size_ v, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_auto(const std::string &v1, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_MatDepth(const int v, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_MatType(const int v, + const CheckContext &ctx); +CV_EXPORTS void CV_NORETURN check_failed_MatChannels(const int v, + const CheckContext &ctx); + +#define CV__TEST_EQ(v1, v2) ((v1) == (v2)) +#define CV__TEST_NE(v1, v2) ((v1) != (v2)) +#define CV__TEST_LE(v1, v2) ((v1) <= (v2)) +#define CV__TEST_LT(v1, v2) ((v1) < (v2)) +#define CV__TEST_GE(v1, v2) ((v1) >= (v2)) +#define CV__TEST_GT(v1, v2) ((v1) > (v2)) + +#define CV__CHECK(id, op, type, v1, v2, v1_str, v2_str, msg_str) \ + do { \ + if (CV__TEST_##op((v1), (v2))) \ + ; \ + else { \ + CV__DEFINE_CHECK_CONTEXT(id, msg_str, cv::detail::TEST_##op, v1_str, \ + v2_str); \ + cv::detail::check_failed_##type((v1), (v2), \ + CV__CHECK_LOCATION_VARNAME(id)); \ + } \ + } while (0) + +#define CV__CHECK_CUSTOM_TEST(id, type, v, test_expr, v_str, test_expr_str, \ + msg_str) \ + do { \ + if (!!(test_expr)) \ + ; \ + else { \ + CV__DEFINE_CHECK_CONTEXT(id, msg_str, cv::detail::TEST_CUSTOM, v_str, \ + test_expr_str); \ + cv::detail::check_failed_##type((v), CV__CHECK_LOCATION_VARNAME(id)); \ + } \ + } while (0) + +} // namespace detail +//! @endcond + +/// Supported values of these types: int, float, double +#define CV_CheckEQ(v1, v2, msg) CV__CHECK(_, EQ, auto, v1, v2, #v1, #v2, msg) +#define CV_CheckNE(v1, v2, msg) CV__CHECK(_, NE, auto, v1, v2, #v1, #v2, msg) +#define CV_CheckLE(v1, v2, msg) CV__CHECK(_, LE, auto, v1, v2, #v1, #v2, msg) +#define CV_CheckLT(v1, v2, msg) CV__CHECK(_, LT, auto, v1, v2, #v1, #v2, msg) +#define CV_CheckGE(v1, v2, msg) CV__CHECK(_, GE, auto, v1, v2, #v1, #v2, msg) +#define CV_CheckGT(v1, v2, msg) CV__CHECK(_, GT, auto, v1, v2, #v1, #v2, msg) + +/// Check with additional "decoding" of type values in error message +#define CV_CheckTypeEQ(t1, t2, msg) \ + CV__CHECK(_, EQ, MatType, t1, t2, #t1, #t2, msg) +/// Check with additional "decoding" of depth values in error message +#define CV_CheckDepthEQ(d1, d2, msg) \ + CV__CHECK(_, EQ, MatDepth, d1, d2, #d1, #d2, msg) + +#define CV_CheckChannelsEQ(c1, c2, msg) \ + CV__CHECK(_, EQ, MatChannels, c1, c2, #c1, #c2, msg) + +/// Example: type == CV_8UC1 || type == CV_8UC3 +#define CV_CheckType(t, test_expr, msg) \ + CV__CHECK_CUSTOM_TEST(_, MatType, t, (test_expr), #t, #test_expr, msg) + +/// Example: depth == CV_32F || depth == CV_64F +#define CV_CheckDepth(t, test_expr, msg) \ + CV__CHECK_CUSTOM_TEST(_, MatDepth, t, (test_expr), #t, #test_expr, msg) + +/// Example: channel == 1 || channel == 3 +#define CV_CheckChannels(t, test_expr, msg) \ + CV__CHECK_CUSTOM_TEST(_, MatChannels, t, (test_expr), #t, #test_expr, msg) + +/// Example: v == A || v == B +#define CV_Check(v, test_expr, msg) \ + CV__CHECK_CUSTOM_TEST(_, auto, v, (test_expr), #v, #test_expr, msg) + +/// Example: v == true +#define CV_CheckTrue(v, msg) CV__CHECK_CUSTOM_TEST(_, true, v, v, #v, "", msg) + +/// Example: v == false +#define CV_CheckFalse(v, msg) \ + CV__CHECK_CUSTOM_TEST(_, false, v, (!(v)), #v, "", msg) + +/// Some complex conditions: CV_Check(src2, src2.empty() || (src2.type() == +/// src1.type() && src2.size() == src1.size()), "src2 should have same size/type +/// as src1") +// TODO define pretty-printers + +#ifndef NDEBUG +#define CV_DbgCheck(v, test_expr, msg) \ + CV__CHECK_CUSTOM_TEST(_, auto, v, (test_expr), #v, #test_expr, msg) +#define CV_DbgCheckEQ(v1, v2, msg) CV__CHECK(_, EQ, auto, v1, v2, #v1, #v2, msg) +#define CV_DbgCheckNE(v1, v2, msg) CV__CHECK(_, NE, auto, v1, v2, #v1, #v2, msg) +#define CV_DbgCheckLE(v1, v2, msg) CV__CHECK(_, LE, auto, v1, v2, #v1, #v2, msg) +#define CV_DbgCheckLT(v1, v2, msg) CV__CHECK(_, LT, auto, v1, v2, #v1, #v2, msg) +#define CV_DbgCheckGE(v1, v2, msg) CV__CHECK(_, GE, auto, v1, v2, #v1, #v2, msg) +#define CV_DbgCheckGT(v1, v2, msg) CV__CHECK(_, GT, auto, v1, v2, #v1, #v2, msg) +#else +#define CV_DbgCheck(v, test_expr, msg) \ + do { \ + } while (0) +#define CV_DbgCheckEQ(v1, v2, msg) \ + do { \ + } while (0) +#define CV_DbgCheckNE(v1, v2, msg) \ + do { \ + } while (0) +#define CV_DbgCheckLE(v1, v2, msg) \ + do { \ + } while (0) +#define CV_DbgCheckLT(v1, v2, msg) \ + do { \ + } while (0) +#define CV_DbgCheckGE(v1, v2, msg) \ + do { \ + } while (0) +#define CV_DbgCheckGT(v1, v2, msg) \ + do { \ + } while (0) +#endif + +} // namespace cv + +#endif // OPENCV_CORE_CHECK_HPP diff --git a/third-party/include/opencv2/core/core.hpp b/third-party/include/opencv2/core/core.hpp new file mode 100644 index 000000000..a81cf5663 --- /dev/null +++ b/third-party/include/opencv2/core/core.hpp @@ -0,0 +1,55 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this +license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2000-2008, Intel Corporation, all rights reserved. +// Copyright (C) 2009, Willow Garage Inc., all rights reserved. +// Copyright (C) 2013, OpenCV Foundation, all rights reserved. +// Third party copyrights are property of their respective owners. +// +// Redistribution and use in source and binary forms, with or without +modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright +notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote +products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" +and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are +disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any +direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifdef __OPENCV_BUILD +#error this is a compatibility header which should not be used inside the OpenCV library +#endif + +#include "opencv2/core.hpp" diff --git a/third-party/include/opencv2/core/core_c.h b/third-party/include/opencv2/core/core_c.h new file mode 100644 index 000000000..657d6bfd5 --- /dev/null +++ b/third-party/include/opencv2/core/core_c.h @@ -0,0 +1,3261 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this +license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2000-2008, Intel Corporation, all rights reserved. +// Copyright (C) 2009, Willow Garage Inc., all rights reserved. +// Copyright (C) 2013, OpenCV Foundation, all rights reserved. +// Third party copyrights are property of their respective owners. +// +// Redistribution and use in source and binary forms, with or without +modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright +notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote +products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" +and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are +disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any +direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifndef OPENCV_CORE_C_H +#define OPENCV_CORE_C_H + +#include "opencv2/core/types_c.h" + +#ifdef __cplusplus +/* disable MSVC warning C4190 / clang-cl -Wreturn-type-c-linkage: + 'function' has C-linkage specified, but returns UDT 'typename' + which is incompatible with C + + It is OK to disable it because we only extend few plain structures with + C++ constructors for simpler interoperability with C++ API of the library +*/ +#if defined(__clang__) +// handle clang on Linux and clang-cl (i. e. clang on Windows) first +#pragma GCC diagnostic ignored "-Wreturn-type-c-linkage" +#elif defined(_MSC_VER) +// then handle MSVC +#pragma warning(disable : 4190) +#endif +#endif + +#ifdef __cplusplus +extern "C" { +#endif + +/** @addtogroup core_c + @{ +*/ + +/****************************************************************************************\ +* Array allocation, deallocation, initialization and access to elements +* +\****************************************************************************************/ + +/** `malloc` wrapper. + If there is no enough memory, the function + (as well as other OpenCV functions that call cvAlloc) + raises an error. */ +CVAPI(void *) cvAlloc(size_t size); + +/** `free` wrapper. + Here and further all the memory releasing functions + (that all call cvFree) take double pointer in order to + to clear pointer to the data after releasing it. + Passing pointer to NULL pointer is Ok: nothing happens in this case +*/ +CVAPI(void) cvFree_(void *ptr); +#define cvFree(ptr) (cvFree_(*(ptr)), *(ptr) = 0) + +/** @brief Creates an image header but does not allocate the image data. + +@param size Image width and height +@param depth Image depth (see cvCreateImage ) +@param channels Number of channels (see cvCreateImage ) + */ +CVAPI(IplImage *) cvCreateImageHeader(CvSize size, int depth, int channels); + +/** @brief Initializes an image header that was previously allocated. + +The returned IplImage\* points to the initialized header. +@param image Image header to initialize +@param size Image width and height +@param depth Image depth (see cvCreateImage ) +@param channels Number of channels (see cvCreateImage ) +@param origin Top-left IPL_ORIGIN_TL or bottom-left IPL_ORIGIN_BL +@param align Alignment for image rows, typically 4 or 8 bytes + */ +CVAPI(IplImage *) +cvInitImageHeader(IplImage *image, CvSize size, int depth, int channels, + int origin CV_DEFAULT(0), int align CV_DEFAULT(4)); + +/** @brief Creates an image header and allocates the image data. + +This function call is equivalent to the following code: +@code + header = cvCreateImageHeader(size, depth, channels); + cvCreateData(header); +@endcode +@param size Image width and height +@param depth Bit depth of image elements. See IplImage for valid depths. +@param channels Number of channels per pixel. See IplImage for details. This +function only creates images with interleaved channels. + */ +CVAPI(IplImage *) cvCreateImage(CvSize size, int depth, int channels); + +/** @brief Deallocates an image header. + +This call is an analogue of : +@code + if(image ) + { + iplDeallocate(*image, IPL_IMAGE_HEADER | IPL_IMAGE_ROI); + *image = 0; + } +@endcode +but it does not use IPL functions by default (see the +CV_TURN_ON_IPL_COMPATIBILITY macro). +@param image Double pointer to the image header + */ +CVAPI(void) cvReleaseImageHeader(IplImage **image); + +/** @brief Deallocates the image header and the image data. + +This call is a shortened form of : +@code + if(*image ) + { + cvReleaseData(*image); + cvReleaseImageHeader(image); + } +@endcode +@param image Double pointer to the image header +*/ +CVAPI(void) cvReleaseImage(IplImage **image); + +/** Creates a copy of IPL image (widthStep may differ) */ +CVAPI(IplImage *) cvCloneImage(const IplImage *image); + +/** @brief Sets the channel of interest in an IplImage. + +If the ROI is set to NULL and the coi is *not* 0, the ROI is allocated. Most +OpenCV functions do *not* support the COI setting, so to process an individual +image/matrix channel one may copy (via cvCopy or cvSplit) the channel to a +separate image/matrix, process it and then copy the result back (via cvCopy or +cvMerge) if needed. +@param image A pointer to the image header +@param coi The channel of interest. 0 - all channels are selected, 1 - first +channel is selected, etc. Note that the channel indices become 1-based. + */ +CVAPI(void) cvSetImageCOI(IplImage *image, int coi); + +/** @brief Returns the index of the channel of interest. + +Returns the channel of interest of in an IplImage. Returned values correspond to +the coi in cvSetImageCOI. +@param image A pointer to the image header + */ +CVAPI(int) cvGetImageCOI(const IplImage *image); + +/** @brief Sets an image Region Of Interest (ROI) for a given rectangle. + +If the original image ROI was NULL and the rect is not the whole image, the ROI +structure is allocated. + +Most OpenCV functions support the use of ROI and treat the image rectangle as a +separate image. For example, all of the pixel coordinates are counted from the +top-left (or bottom-left) corner of the ROI, not the original image. +@param image A pointer to the image header +@param rect The ROI rectangle + */ +CVAPI(void) cvSetImageROI(IplImage *image, CvRect rect); + +/** @brief Resets the image ROI to include the entire image and releases the ROI +structure. + +This produces a similar result to the following, but in addition it releases the +ROI structure. : +@code + cvSetImageROI(image, cvRect(0, 0, image->width, image->height )); + cvSetImageCOI(image, 0); +@endcode +@param image A pointer to the image header + */ +CVAPI(void) cvResetImageROI(IplImage *image); + +/** @brief Returns the image ROI. + +If there is no ROI set, cvRect(0,0,image-\>width,image-\>height) is returned. +@param image A pointer to the image header + */ +CVAPI(CvRect) cvGetImageROI(const IplImage *image); + +/** @brief Creates a matrix header but does not allocate the matrix data. + +The function allocates a new matrix header and returns a pointer to it. The +matrix data can then be allocated using cvCreateData or set explicitly to +user-allocated data via cvSetData. +@param rows Number of rows in the matrix +@param cols Number of columns in the matrix +@param type Type of the matrix elements, see cvCreateMat + */ +CVAPI(CvMat *) cvCreateMatHeader(int rows, int cols, int type); + +#define CV_AUTOSTEP 0x7fffffff + +/** @brief Initializes a pre-allocated matrix header. + +This function is often used to process raw data with OpenCV matrix functions. +For example, the following code computes the matrix product of two matrices, +stored as ordinary arrays: +@code + double a[] = { 1, 2, 3, 4, + 5, 6, 7, 8, + 9, 10, 11, 12 }; + + double b[] = { 1, 5, 9, + 2, 6, 10, + 3, 7, 11, + 4, 8, 12 }; + + double c[9]; + CvMat Ma, Mb, Mc ; + + cvInitMatHeader(&Ma, 3, 4, CV_64FC1, a); + cvInitMatHeader(&Mb, 4, 3, CV_64FC1, b); + cvInitMatHeader(&Mc, 3, 3, CV_64FC1, c); + + cvMatMulAdd(&Ma, &Mb, 0, &Mc); + // the c array now contains the product of a (3x4) and b (4x3) +@endcode +@param mat A pointer to the matrix header to be initialized +@param rows Number of rows in the matrix +@param cols Number of columns in the matrix +@param type Type of the matrix elements, see cvCreateMat . +@param data Optional: data pointer assigned to the matrix header +@param step Optional: full row width in bytes of the assigned data. By default, +the minimal possible step is used which assumes there are no gaps between +subsequent rows of the matrix. + */ +CVAPI(CvMat *) +cvInitMatHeader(CvMat *mat, int rows, int cols, int type, + void *data CV_DEFAULT(NULL), int step CV_DEFAULT(CV_AUTOSTEP)); + +/** @brief Creates a matrix header and allocates the matrix data. + +The function call is equivalent to the following code: +@code + CvMat* mat = cvCreateMatHeader(rows, cols, type); + cvCreateData(mat); +@endcode +@param rows Number of rows in the matrix +@param cols Number of columns in the matrix +@param type The type of the matrix elements in the form +CV_\\C\ , where S=signed, U=unsigned, +F=float. For example, CV _ 8UC1 means the elements are 8-bit unsigned and the +there is 1 channel, and CV _ 32SC2 means the elements are 32-bit signed and +there are 2 channels. + */ +CVAPI(CvMat *) cvCreateMat(int rows, int cols, int type); + +/** @brief Deallocates a matrix. + +The function decrements the matrix data reference counter and deallocates matrix +header. If the data reference counter is 0, it also deallocates the data. : +@code + if(*mat ) + cvDecRefData(*mat); + cvFree((void**)mat); +@endcode +@param mat Double pointer to the matrix + */ +CVAPI(void) cvReleaseMat(CvMat **mat); + +/** @brief Decrements an array data reference counter. + +The function decrements the data reference counter in a CvMat or CvMatND if the +reference counter + +pointer is not NULL. If the counter reaches zero, the data is deallocated. In +the current implementation the reference counter is not NULL only if the data +was allocated using the cvCreateData function. The counter will be NULL in other +cases such as: external data was assigned to the header using cvSetData, header +is part of a larger matrix or image, or the header was converted from an image +or n-dimensional matrix header. +@param arr Pointer to an array header + */ +CV_INLINE void cvDecRefData(CvArr *arr) { + if (CV_IS_MAT(arr)) { + CvMat *mat = (CvMat *)arr; + mat->data.ptr = NULL; + if (mat->refcount != NULL && --*mat->refcount == 0) + cvFree(&mat->refcount); + mat->refcount = NULL; + } else if (CV_IS_MATND(arr)) { + CvMatND *mat = (CvMatND *)arr; + mat->data.ptr = NULL; + if (mat->refcount != NULL && --*mat->refcount == 0) + cvFree(&mat->refcount); + mat->refcount = NULL; + } +} + +/** @brief Increments array data reference counter. + +The function increments CvMat or CvMatND data reference counter and returns the +new counter value if the reference counter pointer is not NULL, otherwise it +returns zero. +@param arr Array header + */ +CV_INLINE int cvIncRefData(CvArr *arr) { + int refcount = 0; + if (CV_IS_MAT(arr)) { + CvMat *mat = (CvMat *)arr; + if (mat->refcount != NULL) + refcount = ++*mat->refcount; + } else if (CV_IS_MATND(arr)) { + CvMatND *mat = (CvMatND *)arr; + if (mat->refcount != NULL) + refcount = ++*mat->refcount; + } + return refcount; +} + +/** Creates an exact copy of the input matrix (except, may be, step value) */ +CVAPI(CvMat *) cvCloneMat(const CvMat *mat); + +/** @brief Returns matrix header corresponding to the rectangular sub-array of +input image or matrix. + +The function returns header, corresponding to a specified rectangle of the input +array. In other + +words, it allows the user to treat a rectangular part of input array as a +stand-alone array. ROI is taken into account by the function so the sub-array of +ROI is actually extracted. +@param arr Input array +@param submat Pointer to the resultant sub-array header +@param rect Zero-based coordinates of the rectangle of interest + */ +CVAPI(CvMat *) cvGetSubRect(const CvArr *arr, CvMat *submat, CvRect rect); +#define cvGetSubArr cvGetSubRect + +/** @brief Returns array row or row span. + +The function returns the header, corresponding to a specified row/row span of +the input array. cvGetRow(arr, submat, row) is a shortcut for cvGetRows(arr, +submat, row, row+1). +@param arr Input array +@param submat Pointer to the resulting sub-array header +@param start_row Zero-based index of the starting row (inclusive) of the span +@param end_row Zero-based index of the ending row (exclusive) of the span +@param delta_row Index step in the row span. That is, the function extracts +every delta_row -th row from start_row and up to (but not including) end_row . + */ +CVAPI(CvMat *) +cvGetRows(const CvArr *arr, CvMat *submat, int start_row, int end_row, + int delta_row CV_DEFAULT(1)); + +/** @overload +@param arr Input array +@param submat Pointer to the resulting sub-array header +@param row Zero-based index of the selected row +*/ +CV_INLINE CvMat *cvGetRow(const CvArr *arr, CvMat *submat, int row) { + return cvGetRows(arr, submat, row, row + 1, 1); +} + +/** @brief Returns one of more array columns. + +The function returns the header, corresponding to a specified column span of the +input array. That + +is, no data is copied. Therefore, any modifications of the submatrix will affect +the original array. If you need to copy the columns, use cvCloneMat. +cvGetCol(arr, submat, col) is a shortcut for cvGetCols(arr, submat, col, col+1). +@param arr Input array +@param submat Pointer to the resulting sub-array header +@param start_col Zero-based index of the starting column (inclusive) of the span +@param end_col Zero-based index of the ending column (exclusive) of the span + */ +CVAPI(CvMat *) +cvGetCols(const CvArr *arr, CvMat *submat, int start_col, int end_col); + +/** @overload +@param arr Input array +@param submat Pointer to the resulting sub-array header +@param col Zero-based index of the selected column +*/ +CV_INLINE CvMat *cvGetCol(const CvArr *arr, CvMat *submat, int col) { + return cvGetCols(arr, submat, col, col + 1); +} + +/** @brief Returns one of array diagonals. + +The function returns the header, corresponding to a specified diagonal of the +input array. +@param arr Input array +@param submat Pointer to the resulting sub-array header +@param diag Index of the array diagonal. Zero value corresponds to the main +diagonal, -1 corresponds to the diagonal above the main, 1 corresponds to the +diagonal below the main, and so forth. + */ +CVAPI(CvMat *) +cvGetDiag(const CvArr *arr, CvMat *submat, int diag CV_DEFAULT(0)); + +/** low-level scalar <-> raw data conversion functions */ +CVAPI(void) +cvScalarToRawData(const CvScalar *scalar, void *data, int type, + int extend_to_12 CV_DEFAULT(0)); + +CVAPI(void) cvRawDataToScalar(const void *data, int type, CvScalar *scalar); + +/** @brief Creates a new matrix header but does not allocate the matrix data. + +The function allocates a header for a multi-dimensional dense array. The array +data can further be allocated using cvCreateData or set explicitly to +user-allocated data via cvSetData. +@param dims Number of array dimensions +@param sizes Array of dimension sizes +@param type Type of array elements, see cvCreateMat + */ +CVAPI(CvMatND *) cvCreateMatNDHeader(int dims, const int *sizes, int type); + +/** @brief Creates the header and allocates the data for a multi-dimensional +dense array. + +This function call is equivalent to the following code: +@code + CvMatND* mat = cvCreateMatNDHeader(dims, sizes, type); + cvCreateData(mat); +@endcode +@param dims Number of array dimensions. This must not exceed CV_MAX_DIM (32 by +default, but can be changed at build time). +@param sizes Array of dimension sizes. +@param type Type of array elements, see cvCreateMat . + */ +CVAPI(CvMatND *) cvCreateMatND(int dims, const int *sizes, int type); + +/** @brief Initializes a pre-allocated multi-dimensional array header. + +@param mat A pointer to the array header to be initialized +@param dims The number of array dimensions +@param sizes An array of dimension sizes +@param type Type of array elements, see cvCreateMat +@param data Optional data pointer assigned to the matrix header + */ +CVAPI(CvMatND *) +cvInitMatNDHeader(CvMatND *mat, int dims, const int *sizes, int type, + void *data CV_DEFAULT(NULL)); + +/** @brief Deallocates a multi-dimensional array. + +The function decrements the array data reference counter and releases the array +header. If the reference counter reaches 0, it also deallocates the data. : +@code + if(*mat ) + cvDecRefData(*mat); + cvFree((void**)mat); +@endcode +@param mat Double pointer to the array + */ +CV_INLINE void cvReleaseMatND(CvMatND **mat) { cvReleaseMat((CvMat **)mat); } + +/** Creates a copy of CvMatND (except, may be, steps) */ +CVAPI(CvMatND *) cvCloneMatND(const CvMatND *mat); + +/** @brief Creates sparse array. + +The function allocates a multi-dimensional sparse array. Initially the array +contain no elements, that is PtrND and other related functions will return 0 for +every index. +@param dims Number of array dimensions. In contrast to the dense matrix, the +number of dimensions is practically unlimited (up to \f$2^{16}\f$ ). +@param sizes Array of dimension sizes +@param type Type of array elements. The same as for CvMat + */ +CVAPI(CvSparseMat *) cvCreateSparseMat(int dims, const int *sizes, int type); + +/** @brief Deallocates sparse array. + +The function releases the sparse array and clears the array pointer upon exit. +@param mat Double pointer to the array + */ +CVAPI(void) cvReleaseSparseMat(CvSparseMat **mat); + +/** Creates a copy of CvSparseMat (except, may be, zero items) */ +CVAPI(CvSparseMat *) cvCloneSparseMat(const CvSparseMat *mat); + +/** @brief Initializes sparse array elements iterator. + +The function initializes iterator of sparse array elements and returns pointer +to the first element, or NULL if the array is empty. +@param mat Input array +@param mat_iterator Initialized iterator + */ +CVAPI(CvSparseNode *) +cvInitSparseMatIterator(const CvSparseMat *mat, + CvSparseMatIterator *mat_iterator); + +/** @brief Returns the next sparse matrix element + +The function moves iterator to the next sparse matrix element and returns +pointer to it. In the current version there is no any particular order of the +elements, because they are stored in the hash table. The sample below +demonstrates how to iterate through the sparse matrix: +@code + // print all the non-zero sparse matrix elements and compute their sum + double sum = 0; + int i, dims = cvGetDims(sparsemat); + CvSparseMatIterator it; + CvSparseNode* node = cvInitSparseMatIterator(sparsemat, &it); + + for(; node != 0; node = cvGetNextSparseNode(&it)) + { + int* idx = CV_NODE_IDX(array, node); + float val = *(float*)CV_NODE_VAL(array, node); + printf("M"); + for(i = 0; i < dims; i++ ) + printf("[%d]", idx[i]); + printf("=%g\n", val); + + sum += val; + } + + printf("nTotal sum = %g\n", sum); +@endcode +@param mat_iterator Sparse array iterator + */ +CV_INLINE CvSparseNode *cvGetNextSparseNode(CvSparseMatIterator *mat_iterator) { + if (mat_iterator->node->next) + return mat_iterator->node = mat_iterator->node->next; + else { + int idx; + for (idx = ++mat_iterator->curidx; idx < mat_iterator->mat->hashsize; + idx++) { + CvSparseNode *node = (CvSparseNode *)mat_iterator->mat->hashtable[idx]; + if (node) { + mat_iterator->curidx = idx; + return mat_iterator->node = node; + } + } + return NULL; + } +} + +#define CV_MAX_ARR 10 + +/** matrix iterator: used for n-ary operations on dense arrays */ +typedef struct CvNArrayIterator { + int count; /**< number of arrays */ + int dims; /**< number of dimensions to iterate */ + CvSize size; /**< maximal common linear size: { width = size, height = 1 } */ + uchar *ptr[CV_MAX_ARR]; /**< pointers to the array slices */ + int stack[CV_MAX_DIM]; /**< for internal use */ + CvMatND *hdr[CV_MAX_ARR]; /**< pointers to the headers of the + matrices that are processed */ +} CvNArrayIterator; + +#define CV_NO_DEPTH_CHECK 1 +#define CV_NO_CN_CHECK 2 +#define CV_NO_SIZE_CHECK 4 + +/** initializes iterator that traverses through several arrays simultaneously + (the function together with cvNextArraySlice is used for + N-ari element-wise operations) */ +CVAPI(int) +cvInitNArrayIterator(int count, CvArr **arrs, const CvArr *mask, CvMatND *stubs, + CvNArrayIterator *array_iterator, int flags CV_DEFAULT(0)); + +/** returns zero value if iteration is finished, non-zero (slice length) + * otherwise */ +CVAPI(int) cvNextNArraySlice(CvNArrayIterator *array_iterator); + +/** @brief Returns type of array elements. + +The function returns type of the array elements. In the case of IplImage the +type is converted to CvMat-like representation. For example, if the image has +been created as: +@code + IplImage* img = cvCreateImage(cvSize(640, 480), IPL_DEPTH_8U, 3); +@endcode +The code cvGetElemType(img) will return CV_8UC3. +@param arr Input array + */ +CVAPI(int) cvGetElemType(const CvArr *arr); + +/** @brief Return number of array dimensions + +The function returns the array dimensionality and the array of dimension sizes. +In the case of IplImage or CvMat it always returns 2 regardless of number of +image/matrix rows. For example, the following code calculates total number of +array elements: +@code + int sizes[CV_MAX_DIM]; + int i, total = 1; + int dims = cvGetDims(arr, size); + for(i = 0; i < dims; i++ ) + total *= sizes[i]; +@endcode +@param arr Input array +@param sizes Optional output vector of the array dimension sizes. For 2d arrays +the number of rows (height) goes first, number of columns (width) next. + */ +CVAPI(int) cvGetDims(const CvArr *arr, int *sizes CV_DEFAULT(NULL)); + +/** @brief Returns array size along the specified dimension. + +@param arr Input array +@param index Zero-based dimension index (for matrices 0 means number of rows, 1 +means number of columns; for images 0 means height, 1 means width) + */ +CVAPI(int) cvGetDimSize(const CvArr *arr, int index); + +/** @brief Return pointer to a particular array element. + +The functions return a pointer to a specific array element. Number of array +dimension should match to the number of indices passed to the function except +for cvPtr1D function that can be used for sequential access to 1D, 2D or nD +dense arrays. + +The functions can be used for sparse arrays as well - if the requested node does +not exist they create it and set it to zero. + +All these as well as other functions accessing array elements ( cvGetND , +cvGetRealND , cvSet , cvSetND , cvSetRealND ) raise an error in case if the +element index is out of range. +@param arr Input array +@param idx0 The first zero-based component of the element index +@param type Optional output parameter: type of matrix elements + */ +CVAPI(uchar *) cvPtr1D(const CvArr *arr, int idx0, int *type CV_DEFAULT(NULL)); +/** @overload */ +CVAPI(uchar *) +cvPtr2D(const CvArr *arr, int idx0, int idx1, int *type CV_DEFAULT(NULL)); +/** @overload */ +CVAPI(uchar *) +cvPtr3D(const CvArr *arr, int idx0, int idx1, int idx2, + int *type CV_DEFAULT(NULL)); +/** @overload +@param arr Input array +@param idx Array of the element indices +@param type Optional output parameter: type of matrix elements +@param create_node Optional input parameter for sparse matrices. Non-zero value +of the parameter means that the requested element is created if it does not +exist already. +@param precalc_hashval Optional input parameter for sparse matrices. If the +pointer is not NULL, the function does not recalculate the node hash value, but +takes it from the specified location. It is useful for speeding up pair-wise +operations (TODO: provide an example) +*/ +CVAPI(uchar *) +cvPtrND(const CvArr *arr, const int *idx, int *type CV_DEFAULT(NULL), + int create_node CV_DEFAULT(1), + unsigned *precalc_hashval CV_DEFAULT(NULL)); + +/** @brief Return a specific array element. + +The functions return a specific array element. In the case of a sparse array the +functions return 0 if the requested node does not exist (no new node is created +by the functions). +@param arr Input array +@param idx0 The first zero-based component of the element index + */ +CVAPI(CvScalar) cvGet1D(const CvArr *arr, int idx0); +/** @overload */ +CVAPI(CvScalar) cvGet2D(const CvArr *arr, int idx0, int idx1); +/** @overload */ +CVAPI(CvScalar) cvGet3D(const CvArr *arr, int idx0, int idx1, int idx2); +/** @overload +@param arr Input array +@param idx Array of the element indices +*/ +CVAPI(CvScalar) cvGetND(const CvArr *arr, const int *idx); + +/** @brief Return a specific element of single-channel 1D, 2D, 3D or nD array. + +Returns a specific element of a single-channel array. If the array has multiple +channels, a runtime error is raised. Note that Get?D functions can be used +safely for both single-channel and multiple-channel arrays though they are a bit +slower. + +In the case of a sparse array the functions return 0 if the requested node does +not exist (no new node is created by the functions). +@param arr Input array. Must have a single channel. +@param idx0 The first zero-based component of the element index + */ +CVAPI(double) cvGetReal1D(const CvArr *arr, int idx0); +/** @overload */ +CVAPI(double) cvGetReal2D(const CvArr *arr, int idx0, int idx1); +/** @overload */ +CVAPI(double) cvGetReal3D(const CvArr *arr, int idx0, int idx1, int idx2); +/** @overload +@param arr Input array. Must have a single channel. +@param idx Array of the element indices +*/ +CVAPI(double) cvGetRealND(const CvArr *arr, const int *idx); + +/** @brief Change the particular array element. + +The functions assign the new value to a particular array element. In the case of +a sparse array the functions create the node if it does not exist yet. +@param arr Input array +@param idx0 The first zero-based component of the element index +@param value The assigned value + */ +CVAPI(void) cvSet1D(CvArr *arr, int idx0, CvScalar value); +/** @overload */ +CVAPI(void) cvSet2D(CvArr *arr, int idx0, int idx1, CvScalar value); +/** @overload */ +CVAPI(void) cvSet3D(CvArr *arr, int idx0, int idx1, int idx2, CvScalar value); +/** @overload +@param arr Input array +@param idx Array of the element indices +@param value The assigned value +*/ +CVAPI(void) cvSetND(CvArr *arr, const int *idx, CvScalar value); + +/** @brief Change a specific array element. + +The functions assign a new value to a specific element of a single-channel +array. If the array has multiple channels, a runtime error is raised. Note that +the Set\*D function can be used safely for both single-channel and +multiple-channel arrays, though they are a bit slower. + +In the case of a sparse array the functions create the node if it does not yet +exist. +@param arr Input array +@param idx0 The first zero-based component of the element index +@param value The assigned value + */ +CVAPI(void) cvSetReal1D(CvArr *arr, int idx0, double value); +/** @overload */ +CVAPI(void) cvSetReal2D(CvArr *arr, int idx0, int idx1, double value); +/** @overload */ +CVAPI(void) cvSetReal3D(CvArr *arr, int idx0, int idx1, int idx2, double value); +/** @overload +@param arr Input array +@param idx Array of the element indices +@param value The assigned value +*/ +CVAPI(void) cvSetRealND(CvArr *arr, const int *idx, double value); + +/** clears element of ND dense array, + in case of sparse arrays it deletes the specified node */ +CVAPI(void) cvClearND(CvArr *arr, const int *idx); + +/** @brief Returns matrix header for arbitrary array. + +The function returns a matrix header for the input array that can be a matrix - +CvMat, an image - IplImage, or a multi-dimensional dense array - CvMatND (the +third option is allowed only if allowND != 0) . In the case of matrix the +function simply returns the input pointer. In the case of IplImage\* or CvMatND +it initializes the header structure with parameters of the current image ROI and +returns &header. Because COI is not supported by CvMat, it is returned +separately. + +The function provides an easy way to handle both types of arrays - IplImage and +CvMat using the same code. Input array must have non-zero data pointer, +otherwise the function will report an error. + +@note If the input array is IplImage with planar data layout and COI set, the +function returns the pointer to the selected plane and COI == 0. This feature +allows user to process IplImage structures with planar data layout, even though +OpenCV does not support such images. +@param arr Input array +@param header Pointer to CvMat structure used as a temporary buffer +@param coi Optional output parameter for storing COI +@param allowND If non-zero, the function accepts multi-dimensional dense arrays +(CvMatND\*) and returns 2D matrix (if CvMatND has two dimensions) or 1D matrix +(when CvMatND has 1 dimension or more than 2 dimensions). The CvMatND array must +be continuous. +@sa cvGetImage, cvarrToMat. + */ +CVAPI(CvMat *) +cvGetMat(const CvArr *arr, CvMat *header, int *coi CV_DEFAULT(NULL), + int allowND CV_DEFAULT(0)); + +/** @brief Returns image header for arbitrary array. + +The function returns the image header for the input array that can be a matrix +(CvMat) or image (IplImage). In the case of an image the function simply returns +the input pointer. In the case of CvMat it initializes an image_header structure +with the parameters of the input matrix. Note that if we transform IplImage to +CvMat using cvGetMat and then transform CvMat back to IplImage using this +function, we will get different headers if the ROI is set in the original image. +@param arr Input array +@param image_header Pointer to IplImage structure used as a temporary buffer + */ +CVAPI(IplImage *) cvGetImage(const CvArr *arr, IplImage *image_header); + +/** @brief Changes the shape of a multi-dimensional array without copying the +data. + +The function is an advanced version of cvReshape that can work with +multi-dimensional arrays as well (though it can work with ordinary images and +matrices) and change the number of dimensions. + +Below are the two samples from the cvReshape description rewritten using +cvReshapeMatND: +@code + IplImage* color_img = cvCreateImage(cvSize(320,240), IPL_DEPTH_8U, 3); + IplImage gray_img_hdr, *gray_img; + gray_img = (IplImage*)cvReshapeMatND(color_img, sizeof(gray_img_hdr), +&gray_img_hdr, 1, 0, 0); + ... + int size[] = { 2, 2, 2 }; + CvMatND* mat = cvCreateMatND(3, size, CV_32F); + CvMat row_header, *row; + row = (CvMat*)cvReshapeMatND(mat, sizeof(row_header), &row_header, 0, 1, 0); +@endcode +In C, the header file for this function includes a convenient macro cvReshapeND +that does away with the sizeof_header parameter. So, the lines containing the +call to cvReshapeMatND in the examples may be replaced as follow: +@code + gray_img = (IplImage*)cvReshapeND(color_img, &gray_img_hdr, 1, 0, 0); + ... + row = (CvMat*)cvReshapeND(mat, &row_header, 0, 1, 0); +@endcode +@param arr Input array +@param sizeof_header Size of output header to distinguish between IplImage, +CvMat and CvMatND output headers +@param header Output header to be filled +@param new_cn New number of channels. new_cn = 0 means that the number of +channels remains unchanged. +@param new_dims New number of dimensions. new_dims = 0 means that the number of +dimensions remains the same. +@param new_sizes Array of new dimension sizes. Only new_dims-1 values are used, +because the total number of elements must remain the same. Thus, if new_dims = +1, new_sizes array is not used. + */ +CVAPI(CvArr *) +cvReshapeMatND(const CvArr *arr, int sizeof_header, CvArr *header, int new_cn, + int new_dims, int *new_sizes); + +#define cvReshapeND(arr, header, new_cn, new_dims, new_sizes) \ + cvReshapeMatND((arr), sizeof(*(header)), (header), (new_cn), (new_dims), \ + (new_sizes)) + +/** @brief Changes shape of matrix/image without copying data. + +The function initializes the CvMat header so that it points to the same data as +the original array but has a different shape - different number of channels, +different number of rows, or both. + +The following example code creates one image buffer and two image headers, the +first is for a 320x240x3 image and the second is for a 960x240x1 image: +@code + IplImage* color_img = cvCreateImage(cvSize(320,240), IPL_DEPTH_8U, 3); + CvMat gray_mat_hdr; + IplImage gray_img_hdr, *gray_img; + cvReshape(color_img, &gray_mat_hdr, 1); + gray_img = cvGetImage(&gray_mat_hdr, &gray_img_hdr); +@endcode +And the next example converts a 3x3 matrix to a single 1x9 vector: +@code + CvMat* mat = cvCreateMat(3, 3, CV_32F); + CvMat row_header, *row; + row = cvReshape(mat, &row_header, 0, 1); +@endcode +@param arr Input array +@param header Output header to be filled +@param new_cn New number of channels. 'new_cn = 0' means that the number of +channels remains unchanged. +@param new_rows New number of rows. 'new_rows = 0' means that the number of rows +remains unchanged unless it needs to be changed according to new_cn value. +*/ +CVAPI(CvMat *) +cvReshape(const CvArr *arr, CvMat *header, int new_cn, + int new_rows CV_DEFAULT(0)); + +/** Repeats source 2d array several times in both horizontal and + vertical direction to fill destination array */ +CVAPI(void) cvRepeat(const CvArr *src, CvArr *dst); + +/** @brief Allocates array data + +The function allocates image, matrix or multi-dimensional dense array data. Note +that in the case of matrix types OpenCV allocation functions are used. In the +case of IplImage they are used unless CV_TURN_ON_IPL_COMPATIBILITY() has been +called before. In the latter case IPL functions are used to allocate the data. +@param arr Array header + */ +CVAPI(void) cvCreateData(CvArr *arr); + +/** @brief Releases array data. + +The function releases the array data. In the case of CvMat or CvMatND it simply +calls cvDecRefData(), that is the function can not deallocate external data. See +also the note to cvCreateData . +@param arr Array header + */ +CVAPI(void) cvReleaseData(CvArr *arr); + +/** @brief Assigns user data to the array header. + +The function assigns user data to the array header. Header should be initialized +before using cvCreateMatHeader, cvCreateImageHeader, cvCreateMatNDHeader, +cvInitMatHeader, cvInitImageHeader or cvInitMatNDHeader. +@param arr Array header +@param data User data +@param step Full row length in bytes + */ +CVAPI(void) cvSetData(CvArr *arr, void *data, int step); + +/** @brief Retrieves low-level information about the array. + +The function fills output variables with low-level information about the array +data. All output + +parameters are optional, so some of the pointers may be set to NULL. If the +array is IplImage with ROI set, the parameters of ROI are returned. + +The following example shows how to get access to array elements. It computes +absolute values of the array elements : +@code + float* data; + int step; + CvSize size; + + cvGetRawData(array, (uchar**)&data, &step, &size); + step /= sizeof(data[0]); + + for(int y = 0; y < size.height; y++, data += step ) + for(int x = 0; x < size.width; x++ ) + data[x] = (float)fabs(data[x]); +@endcode +@param arr Array header +@param data Output pointer to the whole image origin or ROI origin if ROI is set +@param step Output full row length in bytes +@param roi_size Output ROI size + */ +CVAPI(void) +cvGetRawData(const CvArr *arr, uchar **data, int *step CV_DEFAULT(NULL), + CvSize *roi_size CV_DEFAULT(NULL)); + +/** @brief Returns size of matrix or image ROI. + +The function returns number of rows (CvSize::height) and number of columns +(CvSize::width) of the input matrix or image. In the case of image the size of +ROI is returned. +@param arr array header + */ +CVAPI(CvSize) cvGetSize(const CvArr *arr); + +/** @brief Copies one array to another. + +The function copies selected elements from an input array to an output array: + +\f[\texttt{dst} (I)= \texttt{src} (I) \quad \text{if} \quad \texttt{mask} (I) +\ne 0.\f] + +If any of the passed arrays is of IplImage type, then its ROI and COI fields are +used. Both arrays must have the same type, the same number of dimensions, and +the same size. The function can also copy sparse arrays (mask is not supported +in this case). +@param src The source array +@param dst The destination array +@param mask Operation mask, 8-bit single channel array; specifies elements of +the destination array to be changed + */ +CVAPI(void) +cvCopy(const CvArr *src, CvArr *dst, const CvArr *mask CV_DEFAULT(NULL)); + +/** @brief Sets every element of an array to a given value. + +The function copies the scalar value to every selected element of the +destination array: +\f[\texttt{arr} (I)= \texttt{value} \quad \text{if} \quad \texttt{mask} (I) \ne +0\f] If array arr is of IplImage type, then is ROI used, but COI must not be +set. +@param arr The destination array +@param value Fill value +@param mask Operation mask, 8-bit single channel array; specifies elements of +the destination array to be changed + */ +CVAPI(void) +cvSet(CvArr *arr, CvScalar value, const CvArr *mask CV_DEFAULT(NULL)); + +/** @brief Clears the array. + +The function clears the array. In the case of dense arrays (CvMat, CvMatND or +IplImage), cvZero(array) is equivalent to cvSet(array,cvScalarAll(0),0). In the +case of sparse arrays all the elements are removed. +@param arr Array to be cleared + */ +CVAPI(void) cvSetZero(CvArr *arr); +#define cvZero cvSetZero + +/** Splits a multi-channel array into the set of single-channel arrays or + extracts particular [color] plane */ +CVAPI(void) +cvSplit(const CvArr *src, CvArr *dst0, CvArr *dst1, CvArr *dst2, CvArr *dst3); + +/** Merges a set of single-channel arrays into the single multi-channel array + or inserts one particular [color] plane to the array */ +CVAPI(void) +cvMerge(const CvArr *src0, const CvArr *src1, const CvArr *src2, + const CvArr *src3, CvArr *dst); + +/** Copies several channels from input arrays to + certain channels of output arrays */ +CVAPI(void) +cvMixChannels(const CvArr **src, int src_count, CvArr **dst, int dst_count, + const int *from_to, int pair_count); + +/** @brief Converts one array to another with optional linear transformation. + +The function has several different purposes, and thus has several different +names. It copies one array to another with optional scaling, which is performed +first, and/or optional type conversion, performed after: + +\f[\texttt{dst} (I) = \texttt{scale} \texttt{src} (I) + ( \texttt{shift} _0, +\texttt{shift} _1,...)\f] + +All the channels of multi-channel arrays are processed independently. + +The type of conversion is done with rounding and saturation, that is if the +result of scaling + conversion can not be represented exactly by a value of the +destination array element type, it is set to the nearest representable value on +the real axis. +@param src Source array +@param dst Destination array +@param scale Scale factor +@param shift Value added to the scaled source array elements + */ +CVAPI(void) +cvConvertScale(const CvArr *src, CvArr *dst, double scale CV_DEFAULT(1), + double shift CV_DEFAULT(0)); +#define cvCvtScale cvConvertScale +#define cvScale cvConvertScale +#define cvConvert(src, dst) cvConvertScale((src), (dst), 1, 0) + +/** Performs linear transformation on every source array element, + stores absolute value of the result: + dst(x,y,c) = abs(scale*src(x,y,c)+shift). + destination array must have 8u type. + In other cases one may use cvConvertScale + cvAbsDiffS */ +CVAPI(void) +cvConvertScaleAbs(const CvArr *src, CvArr *dst, double scale CV_DEFAULT(1), + double shift CV_DEFAULT(0)); +#define cvCvtScaleAbs cvConvertScaleAbs + +/** checks termination criteria validity and + sets eps to default_eps (if it is not set), + max_iter to default_max_iters (if it is not set) +*/ +CVAPI(CvTermCriteria) +cvCheckTermCriteria(CvTermCriteria criteria, double default_eps, + int default_max_iters); + +/****************************************************************************************\ +* Arithmetic, logic and comparison operations * +\****************************************************************************************/ + +/** dst(mask) = src1(mask) + src2(mask) */ +CVAPI(void) +cvAdd(const CvArr *src1, const CvArr *src2, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(mask) = src(mask) + value */ +CVAPI(void) +cvAddS(const CvArr *src, CvScalar value, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(mask) = src1(mask) - src2(mask) */ +CVAPI(void) +cvSub(const CvArr *src1, const CvArr *src2, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(mask) = src(mask) - value = src(mask) + (-value) */ +CV_INLINE void cvSubS(const CvArr *src, CvScalar value, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)) { + cvAddS(src, + cvScalar(-value.val[0], -value.val[1], -value.val[2], -value.val[3]), + dst, mask); +} + +/** dst(mask) = value - src(mask) */ +CVAPI(void) +cvSubRS(const CvArr *src, CvScalar value, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(idx) = src1(idx) * src2(idx) * scale + (scaled element-wise multiplication of 2 arrays) */ +CVAPI(void) +cvMul(const CvArr *src1, const CvArr *src2, CvArr *dst, + double scale CV_DEFAULT(1)); + +/** element-wise division/inversion with scaling: + dst(idx) = src1(idx) * scale / src2(idx) + or dst(idx) = scale / src2(idx) if src1 == 0 */ +CVAPI(void) +cvDiv(const CvArr *src1, const CvArr *src2, CvArr *dst, + double scale CV_DEFAULT(1)); + +/** dst = src1 * scale + src2 */ +CVAPI(void) +cvScaleAdd(const CvArr *src1, CvScalar scale, const CvArr *src2, CvArr *dst); +#define cvAXPY(A, real_scalar, B, C) \ + cvScaleAdd(A, cvRealScalar(real_scalar), B, C) + +/** dst = src1 * alpha + src2 * beta + gamma */ +CVAPI(void) +cvAddWeighted(const CvArr *src1, double alpha, const CvArr *src2, double beta, + double gamma, CvArr *dst); + +/** @brief Calculates the dot product of two arrays in Euclidean metrics. + +The function calculates and returns the Euclidean dot product of two arrays. + +\f[src1 \bullet src2 = \sum _I ( \texttt{src1} (I) \texttt{src2} (I))\f] + +In the case of multiple channel arrays, the results for all channels are +accumulated. In particular, cvDotProduct(a,a) where a is a complex vector, will +return \f$||\texttt{a}||^2\f$. The function can process multi-dimensional +arrays, row by row, layer by layer, and so on. +@param src1 The first source array +@param src2 The second source array + */ +CVAPI(double) cvDotProduct(const CvArr *src1, const CvArr *src2); + +/** dst(idx) = src1(idx) & src2(idx) */ +CVAPI(void) +cvAnd(const CvArr *src1, const CvArr *src2, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(idx) = src(idx) & value */ +CVAPI(void) +cvAndS(const CvArr *src, CvScalar value, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(idx) = src1(idx) | src2(idx) */ +CVAPI(void) +cvOr(const CvArr *src1, const CvArr *src2, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(idx) = src(idx) | value */ +CVAPI(void) +cvOrS(const CvArr *src, CvScalar value, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(idx) = src1(idx) ^ src2(idx) */ +CVAPI(void) +cvXor(const CvArr *src1, const CvArr *src2, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(idx) = src(idx) ^ value */ +CVAPI(void) +cvXorS(const CvArr *src, CvScalar value, CvArr *dst, + const CvArr *mask CV_DEFAULT(NULL)); + +/** dst(idx) = ~src(idx) */ +CVAPI(void) cvNot(const CvArr *src, CvArr *dst); + +/** dst(idx) = lower(idx) <= src(idx) < upper(idx) */ +CVAPI(void) +cvInRange(const CvArr *src, const CvArr *lower, const CvArr *upper, CvArr *dst); + +/** dst(idx) = lower <= src(idx) < upper */ +CVAPI(void) +cvInRangeS(const CvArr *src, CvScalar lower, CvScalar upper, CvArr *dst); + +#define CV_CMP_EQ 0 +#define CV_CMP_GT 1 +#define CV_CMP_GE 2 +#define CV_CMP_LT 3 +#define CV_CMP_LE 4 +#define CV_CMP_NE 5 + +/** The comparison operation support single-channel arrays only. + Destination image should be 8uC1 or 8sC1 */ + +/** dst(idx) = src1(idx) _cmp_op_ src2(idx) */ +CVAPI(void) cvCmp(const CvArr *src1, const CvArr *src2, CvArr *dst, int cmp_op); + +/** dst(idx) = src1(idx) _cmp_op_ value */ +CVAPI(void) cvCmpS(const CvArr *src, double value, CvArr *dst, int cmp_op); + +/** dst(idx) = min(src1(idx),src2(idx)) */ +CVAPI(void) cvMin(const CvArr *src1, const CvArr *src2, CvArr *dst); + +/** dst(idx) = max(src1(idx),src2(idx)) */ +CVAPI(void) cvMax(const CvArr *src1, const CvArr *src2, CvArr *dst); + +/** dst(idx) = min(src(idx),value) */ +CVAPI(void) cvMinS(const CvArr *src, double value, CvArr *dst); + +/** dst(idx) = max(src(idx),value) */ +CVAPI(void) cvMaxS(const CvArr *src, double value, CvArr *dst); + +/** dst(x,y,c) = abs(src1(x,y,c) - src2(x,y,c)) */ +CVAPI(void) cvAbsDiff(const CvArr *src1, const CvArr *src2, CvArr *dst); + +/** dst(x,y,c) = abs(src(x,y,c) - value(c)) */ +CVAPI(void) cvAbsDiffS(const CvArr *src, CvArr *dst, CvScalar value); +#define cvAbs(src, dst) cvAbsDiffS((src), (dst), cvScalarAll(0)) + +/****************************************************************************************\ +* Math operations * +\****************************************************************************************/ + +/** Does cartesian->polar coordinates conversion. + Either of output components (magnitude or angle) is optional */ +CVAPI(void) +cvCartToPolar(const CvArr *x, const CvArr *y, CvArr *magnitude, + CvArr *angle CV_DEFAULT(NULL), + int angle_in_degrees CV_DEFAULT(0)); + +/** Does polar->cartesian coordinates conversion. + Either of output components (magnitude or angle) is optional. + If magnitude is missing it is assumed to be all 1's */ +CVAPI(void) +cvPolarToCart(const CvArr *magnitude, const CvArr *angle, CvArr *x, CvArr *y, + int angle_in_degrees CV_DEFAULT(0)); + +/** Does powering: dst(idx) = src(idx)^power */ +CVAPI(void) cvPow(const CvArr *src, CvArr *dst, double power); + +/** Does exponention: dst(idx) = exp(src(idx)). + Overflow is not handled yet. Underflow is handled. + Maximal relative error is ~7e-6 for single-precision input */ +CVAPI(void) cvExp(const CvArr *src, CvArr *dst); + +/** Calculates natural logarithms: dst(idx) = log(abs(src(idx))). + Logarithm of 0 gives large negative number(~-700) + Maximal relative error is ~3e-7 for single-precision output +*/ +CVAPI(void) cvLog(const CvArr *src, CvArr *dst); + +/** Fast arctangent calculation */ +CVAPI(float) cvFastArctan(float y, float x); + +/** Fast cubic root calculation */ +CVAPI(float) cvCbrt(float value); + +#define CV_CHECK_RANGE 1 +#define CV_CHECK_QUIET 2 +/** Checks array values for NaNs, Infs or simply for too large numbers + (if CV_CHECK_RANGE is set). If CV_CHECK_QUIET is set, + no runtime errors is raised (function returns zero value in case of "bad" + values). Otherwise cvError is called */ +CVAPI(int) +cvCheckArr(const CvArr *arr, int flags CV_DEFAULT(0), + double min_val CV_DEFAULT(0), double max_val CV_DEFAULT(0)); +#define cvCheckArray cvCheckArr + +#define CV_RAND_UNI 0 +#define CV_RAND_NORMAL 1 + +/** @brief Fills an array with random numbers and updates the RNG state. + +The function fills the destination array with uniformly or normally distributed +random numbers. +@param rng CvRNG state initialized by cvRNG +@param arr The destination array +@param dist_type Distribution type +> - **CV_RAND_UNI** uniform distribution +> - **CV_RAND_NORMAL** normal or Gaussian distribution +@param param1 The first parameter of the distribution. In the case of a uniform +distribution it is the inclusive lower boundary of the random numbers range. In +the case of a normal distribution it is the mean value of the random numbers. +@param param2 The second parameter of the distribution. In the case of a uniform +distribution it is the exclusive upper boundary of the random numbers range. In +the case of a normal distribution it is the standard deviation of the random +numbers. +@sa randu, randn, RNG::fill. + */ +CVAPI(void) +cvRandArr(CvRNG *rng, CvArr *arr, int dist_type, CvScalar param1, + CvScalar param2); + +CVAPI(void) +cvRandShuffle(CvArr *mat, CvRNG *rng, double iter_factor CV_DEFAULT(1.)); + +#define CV_SORT_EVERY_ROW 0 +#define CV_SORT_EVERY_COLUMN 1 +#define CV_SORT_ASCENDING 0 +#define CV_SORT_DESCENDING 16 + +CVAPI(void) +cvSort(const CvArr *src, CvArr *dst CV_DEFAULT(NULL), + CvArr *idxmat CV_DEFAULT(NULL), int flags CV_DEFAULT(0)); + +/** Finds real roots of a cubic equation */ +CVAPI(int) cvSolveCubic(const CvMat *coeffs, CvMat *roots); + +/** Finds all real and complex roots of a polynomial equation */ +CVAPI(void) +cvSolvePoly(const CvMat *coeffs, CvMat *roots2, int maxiter CV_DEFAULT(20), + int fig CV_DEFAULT(100)); + +/****************************************************************************************\ +* Matrix operations * +\****************************************************************************************/ + +/** @brief Calculates the cross product of two 3D vectors. + +The function calculates the cross product of two 3D vectors: +\f[\texttt{dst} = \texttt{src1} \times \texttt{src2}\f] +or: +\f[\begin{array}{l} \texttt{dst} _1 = \texttt{src1} _2 \texttt{src2} _3 - +\texttt{src1} _3 \texttt{src2} _2 \\ \texttt{dst} _2 = \texttt{src1} _3 +\texttt{src2} _1 - \texttt{src1} _1 \texttt{src2} _3 \\ \texttt{dst} _3 = +\texttt{src1} _1 \texttt{src2} _2 - \texttt{src1} _2 \texttt{src2} _1 +\end{array}\f] +@param src1 The first source vector +@param src2 The second source vector +@param dst The destination vector + */ +CVAPI(void) cvCrossProduct(const CvArr *src1, const CvArr *src2, CvArr *dst); + +/** Matrix transform: dst = A*B + C, C is optional */ +#define cvMatMulAdd(src1, src2, src3, dst) \ + cvGEMM((src1), (src2), 1., (src3), 1., (dst), 0) +#define cvMatMul(src1, src2, dst) cvMatMulAdd((src1), (src2), NULL, (dst)) + +#define CV_GEMM_A_T 1 +#define CV_GEMM_B_T 2 +#define CV_GEMM_C_T 4 +/** Extended matrix transform: + dst = alpha*op(A)*op(B) + beta*op(C), where op(X) is X or X^T */ +CVAPI(void) +cvGEMM(const CvArr *src1, const CvArr *src2, double alpha, const CvArr *src3, + double beta, CvArr *dst, int tABC CV_DEFAULT(0)); +#define cvMatMulAddEx cvGEMM + +/** Transforms each element of source array and stores + resultant vectors in destination array */ +CVAPI(void) +cvTransform(const CvArr *src, CvArr *dst, const CvMat *transmat, + const CvMat *shiftvec CV_DEFAULT(NULL)); +#define cvMatMulAddS cvTransform + +/** Does perspective transform on every element of input array */ +CVAPI(void) +cvPerspectiveTransform(const CvArr *src, CvArr *dst, const CvMat *mat); + +/** Calculates (A-delta)*(A-delta)^T (order=0) or (A-delta)^T*(A-delta) + * (order=1) */ +CVAPI(void) +cvMulTransposed(const CvArr *src, CvArr *dst, int order, + const CvArr *delta CV_DEFAULT(NULL), + double scale CV_DEFAULT(1.)); + +/** Transposes matrix. Square matrices can be transposed in-place */ +CVAPI(void) cvTranspose(const CvArr *src, CvArr *dst); +#define cvT cvTranspose + +/** Completes the symmetric matrix from the lower (LtoR=0) or from the upper + * (LtoR!=0) part */ +CVAPI(void) cvCompleteSymm(CvMat *matrix, int LtoR CV_DEFAULT(0)); + +/** Mirror array data around horizontal (flip=0), + vertical (flip=1) or both(flip=-1) axises: + cvFlip(src) flips images vertically and sequences horizontally (inplace) */ +CVAPI(void) +cvFlip(const CvArr *src, CvArr *dst CV_DEFAULT(NULL), + int flip_mode CV_DEFAULT(0)); +#define cvMirror cvFlip + +#define CV_SVD_MODIFY_A 1 +#define CV_SVD_U_T 2 +#define CV_SVD_V_T 4 + +/** Performs Singular Value Decomposition of a matrix */ +CVAPI(void) +cvSVD(CvArr *A, CvArr *W, CvArr *U CV_DEFAULT(NULL), CvArr *V CV_DEFAULT(NULL), + int flags CV_DEFAULT(0)); + +/** Performs Singular Value Back Substitution (solves A*X = B): + flags must be the same as in cvSVD */ +CVAPI(void) +cvSVBkSb(const CvArr *W, const CvArr *U, const CvArr *V, const CvArr *B, + CvArr *X, int flags); + +#define CV_LU 0 +#define CV_SVD 1 +#define CV_SVD_SYM 2 +#define CV_CHOLESKY 3 +#define CV_QR 4 +#define CV_NORMAL 16 + +/** Inverts matrix */ +CVAPI(double) +cvInvert(const CvArr *src, CvArr *dst, int method CV_DEFAULT(CV_LU)); +#define cvInv cvInvert + +/** Solves linear system (src1)*(dst) = (src2) + (returns 0 if src1 is a singular and CV_LU method is used) */ +CVAPI(int) +cvSolve(const CvArr *src1, const CvArr *src2, CvArr *dst, + int method CV_DEFAULT(CV_LU)); + +/** Calculates determinant of input matrix */ +CVAPI(double) cvDet(const CvArr *mat); + +/** Calculates trace of the matrix (sum of elements on the main diagonal) */ +CVAPI(CvScalar) cvTrace(const CvArr *mat); + +/** Finds eigen values and vectors of a symmetric matrix */ +CVAPI(void) +cvEigenVV(CvArr *mat, CvArr *evects, CvArr *evals, double eps CV_DEFAULT(0), + int lowindex CV_DEFAULT(-1), int highindex CV_DEFAULT(-1)); + +///* Finds selected eigen values and vectors of a symmetric matrix */ +// CVAPI(void) cvSelectedEigenVV( CvArr* mat, CvArr* evects, CvArr* evals, +// int lowindex, int highindex ); + +/** Makes an identity matrix (mat_ij = i == j) */ +CVAPI(void) +cvSetIdentity(CvArr *mat, CvScalar value CV_DEFAULT(cvRealScalar(1))); + +/** Fills matrix with given range of numbers */ +CVAPI(CvArr *) cvRange(CvArr *mat, double start, double end); + +/** @anchor core_c_CovarFlags +@name Flags for cvCalcCovarMatrix +@see cvCalcCovarMatrix + @{ +*/ + +/** flag for cvCalcCovarMatrix, transpose([v1-avg, v2-avg,...]) * + * [v1-avg,v2-avg,...] */ +#define CV_COVAR_SCRAMBLED 0 + +/** flag for cvCalcCovarMatrix, [v1-avg, v2-avg,...] * + * transpose([v1-avg,v2-avg,...]) */ +#define CV_COVAR_NORMAL 1 + +/** flag for cvCalcCovarMatrix, do not calc average (i.e. mean vector) - use the + input vector instead (useful for calculating covariance matrix by parts) */ +#define CV_COVAR_USE_AVG 2 + +/** flag for cvCalcCovarMatrix, scale the covariance matrix coefficients by + * number of the vectors */ +#define CV_COVAR_SCALE 4 + +/** flag for cvCalcCovarMatrix, all the input vectors are stored in a single + * matrix, as its rows */ +#define CV_COVAR_ROWS 8 + +/** flag for cvCalcCovarMatrix, all the input vectors are stored in a single + * matrix, as its columns */ +#define CV_COVAR_COLS 16 + +/** @} */ + +/** Calculates covariation matrix for a set of vectors +@see @ref core_c_CovarFlags "flags" +*/ +CVAPI(void) +cvCalcCovarMatrix(const CvArr **vects, int count, CvArr *cov_mat, CvArr *avg, + int flags); + +#define CV_PCA_DATA_AS_ROW 0 +#define CV_PCA_DATA_AS_COL 1 +#define CV_PCA_USE_AVG 2 +CVAPI(void) +cvCalcPCA(const CvArr *data, CvArr *mean, CvArr *eigenvals, CvArr *eigenvects, + int flags); + +CVAPI(void) +cvProjectPCA(const CvArr *data, const CvArr *mean, const CvArr *eigenvects, + CvArr *result); + +CVAPI(void) +cvBackProjectPCA(const CvArr *proj, const CvArr *mean, const CvArr *eigenvects, + CvArr *result); + +/** Calculates Mahalanobis(weighted) distance */ +CVAPI(double) +cvMahalanobis(const CvArr *vec1, const CvArr *vec2, const CvArr *mat); +#define cvMahalonobis cvMahalanobis + +/****************************************************************************************\ +* Array Statistics * +\****************************************************************************************/ + +/** Finds sum of array elements */ +CVAPI(CvScalar) cvSum(const CvArr *arr); + +/** Calculates number of non-zero pixels */ +CVAPI(int) cvCountNonZero(const CvArr *arr); + +/** Calculates mean value of array elements */ +CVAPI(CvScalar) cvAvg(const CvArr *arr, const CvArr *mask CV_DEFAULT(NULL)); + +/** Calculates mean and standard deviation of pixel values */ +CVAPI(void) +cvAvgSdv(const CvArr *arr, CvScalar *mean, CvScalar *std_dev, + const CvArr *mask CV_DEFAULT(NULL)); + +/** Finds global minimum, maximum and their positions */ +CVAPI(void) +cvMinMaxLoc(const CvArr *arr, double *min_val, double *max_val, + CvPoint *min_loc CV_DEFAULT(NULL), + CvPoint *max_loc CV_DEFAULT(NULL), + const CvArr *mask CV_DEFAULT(NULL)); + +/** @anchor core_c_NormFlags + @name Flags for cvNorm and cvNormalize + @{ +*/ +#define CV_C 1 +#define CV_L1 2 +#define CV_L2 4 +#define CV_NORM_MASK 7 +#define CV_RELATIVE 8 +#define CV_DIFF 16 +#define CV_MINMAX 32 + +#define CV_DIFF_C (CV_DIFF | CV_C) +#define CV_DIFF_L1 (CV_DIFF | CV_L1) +#define CV_DIFF_L2 (CV_DIFF | CV_L2) +#define CV_RELATIVE_C (CV_RELATIVE | CV_C) +#define CV_RELATIVE_L1 (CV_RELATIVE | CV_L1) +#define CV_RELATIVE_L2 (CV_RELATIVE | CV_L2) +/** @} */ + +/** Finds norm, difference norm or relative difference norm for an array (or two +arrays) +@see ref core_c_NormFlags "flags" +*/ +CVAPI(double) +cvNorm(const CvArr *arr1, const CvArr *arr2 CV_DEFAULT(NULL), + int norm_type CV_DEFAULT(CV_L2), const CvArr *mask CV_DEFAULT(NULL)); + +/** @see ref core_c_NormFlags "flags" */ +CVAPI(void) +cvNormalize(const CvArr *src, CvArr *dst, double a CV_DEFAULT(1.), + double b CV_DEFAULT(0.), int norm_type CV_DEFAULT(CV_L2), + const CvArr *mask CV_DEFAULT(NULL)); + +/** @anchor core_c_ReduceFlags + @name Flags for cvReduce + @{ +*/ +#define CV_REDUCE_SUM 0 +#define CV_REDUCE_AVG 1 +#define CV_REDUCE_MAX 2 +#define CV_REDUCE_MIN 3 +/** @} */ + +/** @see @ref core_c_ReduceFlags "flags" */ +CVAPI(void) +cvReduce(const CvArr *src, CvArr *dst, int dim CV_DEFAULT(-1), + int op CV_DEFAULT(CV_REDUCE_SUM)); + +/****************************************************************************************\ +* Discrete Linear Transforms and Related Functions * +\****************************************************************************************/ + +/** @anchor core_c_DftFlags + @name Flags for cvDFT, cvDCT and cvMulSpectrums + @{ + */ +#define CV_DXT_FORWARD 0 +#define CV_DXT_INVERSE 1 +#define CV_DXT_SCALE 2 /**< divide result by size of array */ +#define CV_DXT_INV_SCALE (CV_DXT_INVERSE + CV_DXT_SCALE) +#define CV_DXT_INVERSE_SCALE CV_DXT_INV_SCALE +#define CV_DXT_ROWS 4 /**< transform each row individually */ +#define CV_DXT_MUL_CONJ \ + 8 /**< conjugate the second argument of cvMulSpectrums */ +/** @} */ + +/** Discrete Fourier Transform: + complex->complex, + real->ccs (forward), + ccs->real (inverse) +@see core_c_DftFlags "flags" +*/ +CVAPI(void) +cvDFT(const CvArr *src, CvArr *dst, int flags, int nonzero_rows CV_DEFAULT(0)); +#define cvFFT cvDFT + +/** Multiply results of DFTs: DFT(X)*DFT(Y) or DFT(X)*conj(DFT(Y)) +@see core_c_DftFlags "flags" +*/ +CVAPI(void) +cvMulSpectrums(const CvArr *src1, const CvArr *src2, CvArr *dst, int flags); + +/** Finds optimal DFT vector size >= size0 */ +CVAPI(int) cvGetOptimalDFTSize(int size0); + +/** Discrete Cosine Transform +@see core_c_DftFlags "flags" +*/ +CVAPI(void) cvDCT(const CvArr *src, CvArr *dst, int flags); + +/****************************************************************************************\ +* Dynamic data structures * +\****************************************************************************************/ + +/** Calculates length of sequence slice (with support of negative indices). */ +CVAPI(int) cvSliceLength(CvSlice slice, const CvSeq *seq); + +/** Creates new memory storage. + block_size == 0 means that default, + somewhat optimal size, is used (currently, it is 64K) */ +CVAPI(CvMemStorage *) cvCreateMemStorage(int block_size CV_DEFAULT(0)); + +/** Creates a memory storage that will borrow memory blocks from parent storage + */ +CVAPI(CvMemStorage *) cvCreateChildMemStorage(CvMemStorage *parent); + +/** Releases memory storage. All the children of a parent must be released + before the parent. A child storage returns all the blocks to parent when it + is released */ +CVAPI(void) cvReleaseMemStorage(CvMemStorage **storage); + +/** Clears memory storage. This is the only way(!!!) (besides + cvRestoreMemStoragePos) to reuse memory allocated for the storage - + cvClearSeq,cvClearSet ... do not free any memory. A child storage returns all + the blocks to the parent when it is cleared */ +CVAPI(void) cvClearMemStorage(CvMemStorage *storage); + +/** Remember a storage "free memory" position */ +CVAPI(void) +cvSaveMemStoragePos(const CvMemStorage *storage, CvMemStoragePos *pos); + +/** Restore a storage "free memory" position */ +CVAPI(void) cvRestoreMemStoragePos(CvMemStorage *storage, CvMemStoragePos *pos); + +/** Allocates continuous buffer of the specified size in the storage */ +CVAPI(void *) cvMemStorageAlloc(CvMemStorage *storage, size_t size); + +/** Allocates string in memory storage */ +// CVAPI(CvString) cvMemStorageAllocString( CvMemStorage* storage, const char* +// ptr, +// int len CV_DEFAULT(-1) ); + +/** Creates new empty sequence that will reside in the specified storage */ +CVAPI(CvSeq *) +cvCreateSeq(int seq_flags, size_t header_size, size_t elem_size, + CvMemStorage *storage); + +/** Changes default size (granularity) of sequence blocks. + The default size is ~1Kbyte */ +CVAPI(void) cvSetSeqBlockSize(CvSeq *seq, int delta_elems); + +/** Adds new element to the end of sequence. Returns pointer to the element */ +CVAPI(schar *) cvSeqPush(CvSeq *seq, const void *element CV_DEFAULT(NULL)); + +/** Adds new element to the beginning of sequence. Returns pointer to it */ +CVAPI(schar *) cvSeqPushFront(CvSeq *seq, const void *element CV_DEFAULT(NULL)); + +/** Removes the last element from sequence and optionally saves it */ +CVAPI(void) cvSeqPop(CvSeq *seq, void *element CV_DEFAULT(NULL)); + +/** Removes the first element from sequence and optioanally saves it */ +CVAPI(void) cvSeqPopFront(CvSeq *seq, void *element CV_DEFAULT(NULL)); + +#define CV_FRONT 1 +#define CV_BACK 0 +/** Adds several new elements to the end of sequence */ +CVAPI(void) +cvSeqPushMulti(CvSeq *seq, const void *elements, int count, + int in_front CV_DEFAULT(0)); + +/** Removes several elements from the end of sequence and optionally saves them + */ +CVAPI(void) +cvSeqPopMulti(CvSeq *seq, void *elements, int count, + int in_front CV_DEFAULT(0)); + +/** Inserts a new element in the middle of sequence. + cvSeqInsert(seq,0,elem) == cvSeqPushFront(seq,elem) */ +CVAPI(schar *) +cvSeqInsert(CvSeq *seq, int before_index, const void *element CV_DEFAULT(NULL)); + +/** Removes specified sequence element */ +CVAPI(void) cvSeqRemove(CvSeq *seq, int index); + +/** Removes all the elements from the sequence. The freed memory + can be reused later only by the same sequence unless cvClearMemStorage + or cvRestoreMemStoragePos is called */ +CVAPI(void) cvClearSeq(CvSeq *seq); + +/** Retrieves pointer to specified sequence element. + Negative indices are supported and mean counting from the end + (e.g -1 means the last sequence element) */ +CVAPI(schar *) cvGetSeqElem(const CvSeq *seq, int index); + +/** Calculates index of the specified sequence element. + Returns -1 if element does not belong to the sequence */ +CVAPI(int) +cvSeqElemIdx(const CvSeq *seq, const void *element, + CvSeqBlock **block CV_DEFAULT(NULL)); + +/** Initializes sequence writer. The new elements will be added to the end of + * sequence */ +CVAPI(void) cvStartAppendToSeq(CvSeq *seq, CvSeqWriter *writer); + +/** Combination of cvCreateSeq and cvStartAppendToSeq */ +CVAPI(void) +cvStartWriteSeq(int seq_flags, int header_size, int elem_size, + CvMemStorage *storage, CvSeqWriter *writer); + +/** Closes sequence writer, updates sequence header and returns pointer + to the resultant sequence + (which may be useful if the sequence was created using cvStartWriteSeq)) +*/ +CVAPI(CvSeq *) cvEndWriteSeq(CvSeqWriter *writer); + +/** Updates sequence header. May be useful to get access to some of previously + written elements via cvGetSeqElem or sequence reader */ +CVAPI(void) cvFlushSeqWriter(CvSeqWriter *writer); + +/** Initializes sequence reader. + The sequence can be read in forward or backward direction */ +CVAPI(void) +cvStartReadSeq(const CvSeq *seq, CvSeqReader *reader, + int reverse CV_DEFAULT(0)); + +/** Returns current sequence reader position (currently observed sequence + * element) */ +CVAPI(int) cvGetSeqReaderPos(CvSeqReader *reader); + +/** Changes sequence reader position. It may seek to an absolute or + to relative to the current position */ +CVAPI(void) +cvSetSeqReaderPos(CvSeqReader *reader, int index, + int is_relative CV_DEFAULT(0)); + +/** Copies sequence content to a continuous piece of memory */ +CVAPI(void *) +cvCvtSeqToArray(const CvSeq *seq, void *elements, + CvSlice slice CV_DEFAULT(CV_WHOLE_SEQ)); + +/** Creates sequence header for array. + After that all the operations on sequences that do not alter the content + can be applied to the resultant sequence */ +CVAPI(CvSeq *) +cvMakeSeqHeaderForArray(int seq_type, int header_size, int elem_size, + void *elements, int total, CvSeq *seq, + CvSeqBlock *block); + +/** Extracts sequence slice (with or without copying sequence elements) */ +CVAPI(CvSeq *) +cvSeqSlice(const CvSeq *seq, CvSlice slice, + CvMemStorage *storage CV_DEFAULT(NULL), int copy_data CV_DEFAULT(0)); + +CV_INLINE CvSeq *cvCloneSeq(const CvSeq *seq, + CvMemStorage *storage CV_DEFAULT(NULL)) { + return cvSeqSlice(seq, CV_WHOLE_SEQ, storage, 1); +} + +/** Removes sequence slice */ +CVAPI(void) cvSeqRemoveSlice(CvSeq *seq, CvSlice slice); + +/** Inserts a sequence or array into another sequence */ +CVAPI(void) +cvSeqInsertSlice(CvSeq *seq, int before_index, const CvArr *from_arr); + +/** a < b ? -1 : a > b ? 1 : 0 */ +typedef int(CV_CDECL *CvCmpFunc)(const void *a, const void *b, void *userdata); + +/** Sorts sequence in-place given element comparison function */ +CVAPI(void) +cvSeqSort(CvSeq *seq, CvCmpFunc func, void *userdata CV_DEFAULT(NULL)); + +/** Finds element in a [sorted] sequence */ +CVAPI(schar *) +cvSeqSearch(CvSeq *seq, const void *elem, CvCmpFunc func, int is_sorted, + int *elem_idx, void *userdata CV_DEFAULT(NULL)); + +/** Reverses order of sequence elements in-place */ +CVAPI(void) cvSeqInvert(CvSeq *seq); + +/** Splits sequence into one or more equivalence classes using the specified + * criteria */ +CVAPI(int) +cvSeqPartition(const CvSeq *seq, CvMemStorage *storage, CvSeq **labels, + CvCmpFunc is_equal, void *userdata); + +/************ Internal sequence functions ************/ +CVAPI(void) cvChangeSeqBlock(void *reader, int direction); +CVAPI(void) cvCreateSeqBlock(CvSeqWriter *writer); + +/** Creates a new set */ +CVAPI(CvSet *) +cvCreateSet(int set_flags, int header_size, int elem_size, + CvMemStorage *storage); + +/** Adds new element to the set and returns pointer to it */ +CVAPI(int) +cvSetAdd(CvSet *set_header, CvSetElem *elem CV_DEFAULT(NULL), + CvSetElem **inserted_elem CV_DEFAULT(NULL)); + +/** Fast variant of cvSetAdd */ +CV_INLINE CvSetElem *cvSetNew(CvSet *set_header) { + CvSetElem *elem = set_header->free_elems; + if (elem) { + set_header->free_elems = elem->next_free; + elem->flags = elem->flags & CV_SET_ELEM_IDX_MASK; + set_header->active_count++; + } else + cvSetAdd(set_header, NULL, &elem); + return elem; +} + +/** Removes set element given its pointer */ +CV_INLINE void cvSetRemoveByPtr(CvSet *set_header, void *elem) { + CvSetElem *_elem = (CvSetElem *)elem; + assert(_elem->flags >= + 0 /*&& (elem->flags & CV_SET_ELEM_IDX_MASK) < set_header->total*/); + _elem->next_free = set_header->free_elems; + _elem->flags = (_elem->flags & CV_SET_ELEM_IDX_MASK) | CV_SET_ELEM_FREE_FLAG; + set_header->free_elems = _elem; + set_header->active_count--; +} + +/** Removes element from the set by its index */ +CVAPI(void) cvSetRemove(CvSet *set_header, int index); + +/** Returns a set element by index. If the element doesn't belong to the set, + NULL is returned */ +CV_INLINE CvSetElem *cvGetSetElem(const CvSet *set_header, int idx) { + CvSetElem *elem = (CvSetElem *)(void *)cvGetSeqElem((CvSeq *)set_header, idx); + return elem && CV_IS_SET_ELEM(elem) ? elem : 0; +} + +/** Removes all the elements from the set */ +CVAPI(void) cvClearSet(CvSet *set_header); + +/** Creates new graph */ +CVAPI(CvGraph *) +cvCreateGraph(int graph_flags, int header_size, int vtx_size, int edge_size, + CvMemStorage *storage); + +/** Adds new vertex to the graph */ +CVAPI(int) +cvGraphAddVtx(CvGraph *graph, const CvGraphVtx *vtx CV_DEFAULT(NULL), + CvGraphVtx **inserted_vtx CV_DEFAULT(NULL)); + +/** Removes vertex from the graph together with all incident edges */ +CVAPI(int) cvGraphRemoveVtx(CvGraph *graph, int index); +CVAPI(int) cvGraphRemoveVtxByPtr(CvGraph *graph, CvGraphVtx *vtx); + +/** Link two vertices specified by indices or pointers if they + are not connected or return pointer to already existing edge + connecting the vertices. + Functions return 1 if a new edge was created, 0 otherwise */ +CVAPI(int) +cvGraphAddEdge(CvGraph *graph, int start_idx, int end_idx, + const CvGraphEdge *edge CV_DEFAULT(NULL), + CvGraphEdge **inserted_edge CV_DEFAULT(NULL)); + +CVAPI(int) +cvGraphAddEdgeByPtr(CvGraph *graph, CvGraphVtx *start_vtx, CvGraphVtx *end_vtx, + const CvGraphEdge *edge CV_DEFAULT(NULL), + CvGraphEdge **inserted_edge CV_DEFAULT(NULL)); + +/** Remove edge connecting two vertices */ +CVAPI(void) cvGraphRemoveEdge(CvGraph *graph, int start_idx, int end_idx); +CVAPI(void) +cvGraphRemoveEdgeByPtr(CvGraph *graph, CvGraphVtx *start_vtx, + CvGraphVtx *end_vtx); + +/** Find edge connecting two vertices */ +CVAPI(CvGraphEdge *) +cvFindGraphEdge(const CvGraph *graph, int start_idx, int end_idx); +CVAPI(CvGraphEdge *) +cvFindGraphEdgeByPtr(const CvGraph *graph, const CvGraphVtx *start_vtx, + const CvGraphVtx *end_vtx); +#define cvGraphFindEdge cvFindGraphEdge +#define cvGraphFindEdgeByPtr cvFindGraphEdgeByPtr + +/** Remove all vertices and edges from the graph */ +CVAPI(void) cvClearGraph(CvGraph *graph); + +/** Count number of edges incident to the vertex */ +CVAPI(int) cvGraphVtxDegree(const CvGraph *graph, int vtx_idx); +CVAPI(int) cvGraphVtxDegreeByPtr(const CvGraph *graph, const CvGraphVtx *vtx); + +/** Retrieves graph vertex by given index */ +#define cvGetGraphVtx(graph, idx) \ + (CvGraphVtx *)cvGetSetElem((CvSet *)(graph), (idx)) + +/** Retrieves index of a graph vertex given its pointer */ +#define cvGraphVtxIdx(graph, vtx) ((vtx)->flags & CV_SET_ELEM_IDX_MASK) + +/** Retrieves index of a graph edge given its pointer */ +#define cvGraphEdgeIdx(graph, edge) ((edge)->flags & CV_SET_ELEM_IDX_MASK) + +#define cvGraphGetVtxCount(graph) ((graph)->active_count) +#define cvGraphGetEdgeCount(graph) ((graph)->edges->active_count) + +#define CV_GRAPH_VERTEX 1 +#define CV_GRAPH_TREE_EDGE 2 +#define CV_GRAPH_BACK_EDGE 4 +#define CV_GRAPH_FORWARD_EDGE 8 +#define CV_GRAPH_CROSS_EDGE 16 +#define CV_GRAPH_ANY_EDGE 30 +#define CV_GRAPH_NEW_TREE 32 +#define CV_GRAPH_BACKTRACKING 64 +#define CV_GRAPH_OVER -1 + +#define CV_GRAPH_ALL_ITEMS -1 + +/** flags for graph vertices and edges */ +#define CV_GRAPH_ITEM_VISITED_FLAG (1 << 30) +#define CV_IS_GRAPH_VERTEX_VISITED(vtx) \ + (((CvGraphVtx *)(vtx))->flags & CV_GRAPH_ITEM_VISITED_FLAG) +#define CV_IS_GRAPH_EDGE_VISITED(edge) \ + (((CvGraphEdge *)(edge))->flags & CV_GRAPH_ITEM_VISITED_FLAG) +#define CV_GRAPH_SEARCH_TREE_NODE_FLAG (1 << 29) +#define CV_GRAPH_FORWARD_EDGE_FLAG (1 << 28) + +typedef struct CvGraphScanner { + CvGraphVtx *vtx; /* current graph vertex (or current edge origin) */ + CvGraphVtx *dst; /* current graph edge destination vertex */ + CvGraphEdge *edge; /* current edge */ + + CvGraph *graph; /* the graph */ + CvSeq *stack; /* the graph vertex stack */ + int index; /* the lower bound of certainly visited vertices */ + int mask; /* event mask */ +} CvGraphScanner; + +/** Creates new graph scanner. */ +CVAPI(CvGraphScanner *) +cvCreateGraphScanner(CvGraph *graph, CvGraphVtx *vtx CV_DEFAULT(NULL), + int mask CV_DEFAULT(CV_GRAPH_ALL_ITEMS)); + +/** Releases graph scanner. */ +CVAPI(void) cvReleaseGraphScanner(CvGraphScanner **scanner); + +/** Get next graph element */ +CVAPI(int) cvNextGraphItem(CvGraphScanner *scanner); + +/** Creates a copy of graph */ +CVAPI(CvGraph *) cvCloneGraph(const CvGraph *graph, CvMemStorage *storage); + +/** Does look-up transformation. Elements of the source array + (that should be 8uC1 or 8sC1) are used as indexes in lutarr 256-element table + */ +CVAPI(void) cvLUT(const CvArr *src, CvArr *dst, const CvArr *lut); + +/******************* Iteration through the sequence tree *****************/ +typedef struct CvTreeNodeIterator { + const void *node; + int level; + int max_level; +} CvTreeNodeIterator; + +CVAPI(void) +cvInitTreeNodeIterator(CvTreeNodeIterator *tree_iterator, const void *first, + int max_level); +CVAPI(void *) cvNextTreeNode(CvTreeNodeIterator *tree_iterator); +CVAPI(void *) cvPrevTreeNode(CvTreeNodeIterator *tree_iterator); + +/** Inserts sequence into tree with specified "parent" sequence. + If parent is equal to frame (e.g. the most external contour), + then added contour will have null pointer to parent. */ +CVAPI(void) cvInsertNodeIntoTree(void *node, void *parent, void *frame); + +/** Removes contour from tree (together with the contour children). */ +CVAPI(void) cvRemoveNodeFromTree(void *node, void *frame); + +/** Gathers pointers to all the sequences, + accessible from the `first`, to the single sequence */ +CVAPI(CvSeq *) +cvTreeToNodeSeq(const void *first, int header_size, CvMemStorage *storage); + +/** The function implements the K-means algorithm for clustering an array of + sample vectors in a specified number of classes */ +#define CV_KMEANS_USE_INITIAL_LABELS 1 +CVAPI(int) +cvKMeans2(const CvArr *samples, int cluster_count, CvArr *labels, + CvTermCriteria termcrit, int attempts CV_DEFAULT(1), + CvRNG *rng CV_DEFAULT(0), int flags CV_DEFAULT(0), + CvArr *_centers CV_DEFAULT(0), double *compactness CV_DEFAULT(0)); + +/****************************************************************************************\ +* System functions * +\****************************************************************************************/ + +/** Loads optimized functions from IPP, MKL etc. or switches back to pure C code + */ +CVAPI(int) cvUseOptimized(int on_off); + +typedef IplImage *(CV_STDCALL *Cv_iplCreateImageHeader)(int, int, int, char *, + char *, int, int, int, + int, int, IplROI *, + IplImage *, void *, + IplTileInfo *); +typedef void(CV_STDCALL *Cv_iplAllocateImageData)(IplImage *, int, int); +typedef void(CV_STDCALL *Cv_iplDeallocate)(IplImage *, int); +typedef IplROI *(CV_STDCALL *Cv_iplCreateROI)(int, int, int, int, int); +typedef IplImage *(CV_STDCALL *Cv_iplCloneImage)(const IplImage *); + +/** @brief Makes OpenCV use IPL functions for allocating IplImage and IplROI +structures. + +Normally, the function is not called directly. Instead, a simple macro +CV_TURN_ON_IPL_COMPATIBILITY() is used that calls cvSetIPLAllocators and passes +there pointers to IPL allocation functions. : +@code + ... + CV_TURN_ON_IPL_COMPATIBILITY() + ... +@endcode +@param create_header pointer to a function, creating IPL image header. +@param allocate_data pointer to a function, allocating IPL image data. +@param deallocate pointer to a function, deallocating IPL image. +@param create_roi pointer to a function, creating IPL image ROI (i.e. Region of +Interest). +@param clone_image pointer to a function, cloning an IPL image. + */ +CVAPI(void) +cvSetIPLAllocators(Cv_iplCreateImageHeader create_header, + Cv_iplAllocateImageData allocate_data, + Cv_iplDeallocate deallocate, Cv_iplCreateROI create_roi, + Cv_iplCloneImage clone_image); + +#define CV_TURN_ON_IPL_COMPATIBILITY() \ + cvSetIPLAllocators(iplCreateImageHeader, iplAllocateImage, iplDeallocate, \ + iplCreateROI, iplCloneImage) + +/****************************************************************************************\ +* Data Persistence * +\****************************************************************************************/ + +#if 0 +/********************************** High-level functions ********************************/ + +/** @brief Opens file storage for reading or writing data. + +The function opens file storage for reading or writing data. In the latter case, a new file is +created or an existing file is rewritten. The type of the read or written file is determined by the +filename extension: .xml for XML, .yml or .yaml for YAML and .json for JSON. + +At the same time, it also supports adding parameters like "example.xml?base64". + +The function returns a pointer to the CvFileStorage structure. +If the file cannot be opened then the function returns NULL. +@param filename Name of the file associated with the storage +@param memstorage Memory storage used for temporary data and for +: storing dynamic structures, such as CvSeq or CvGraph . If it is NULL, a temporary memory + storage is created and used. +@param flags Can be one of the following: +> - **CV_STORAGE_READ** the storage is open for reading +> - **CV_STORAGE_WRITE** the storage is open for writing + (use **CV_STORAGE_WRITE | CV_STORAGE_WRITE_BASE64** to write rawdata in Base64) +@param encoding + */ +CVAPI(CvFileStorage*) cvOpenFileStorage( const char* filename, CvMemStorage* memstorage, + int flags, const char* encoding CV_DEFAULT(NULL) ); + +/** @brief Releases file storage. + +The function closes the file associated with the storage and releases all the temporary structures. +It must be called after all I/O operations with the storage are finished. +@param fs Double pointer to the released file storage + */ +CVAPI(void) cvReleaseFileStorage( CvFileStorage** fs ); + +/** returns attribute value or 0 (NULL) if there is no such attribute */ +CVAPI(const char*) cvAttrValue( const CvAttrList* attr, const char* attr_name ); + +/** @brief Starts writing a new structure. + +The function starts writing a compound structure (collection) that can be a sequence or a map. After +all the structure fields, which can be scalars or structures, are written, cvEndWriteStruct should +be called. The function can be used to group some objects or to implement the write function for a +some user object (see CvTypeInfo). +@param fs File storage +@param name Name of the written structure. The structure can be accessed by this name when the +storage is read. +@param struct_flags A combination one of the following values: +- **CV_NODE_SEQ** the written structure is a sequence (see discussion of CvFileStorage ), + that is, its elements do not have a name. +- **CV_NODE_MAP** the written structure is a map (see discussion of CvFileStorage ), that + is, all its elements have names. +One and only one of the two above flags must be specified +- **CV_NODE_FLOW** the optional flag that makes sense only for YAML streams. It means that + the structure is written as a flow (not as a block), which is more compact. It is + recommended to use this flag for structures or arrays whose elements are all scalars. +@param type_name Optional parameter - the object type name. In + case of XML it is written as a type_id attribute of the structure opening tag. In the case of + YAML it is written after a colon following the structure name (see the example in + CvFileStorage description). In case of JSON it is written as a name/value pair. + Mainly it is used with user objects. When the storage is read, the + encoded type name is used to determine the object type (see CvTypeInfo and cvFindType ). +@param attributes This parameter is not used in the current implementation + */ +CVAPI(void) cvStartWriteStruct( CvFileStorage* fs, const char* name, + int struct_flags, const char* type_name CV_DEFAULT(NULL), + CvAttrList attributes CV_DEFAULT(cvAttrList())); + +/** @brief Finishes writing to a file node collection. +@param fs File storage +@sa cvStartWriteStruct. + */ +CVAPI(void) cvEndWriteStruct( CvFileStorage* fs ); + +/** @brief Writes an integer value. + +The function writes a single integer value (with or without a name) to the file storage. +@param fs File storage +@param name Name of the written value. Should be NULL if and only if the parent structure is a +sequence. +@param value The written value + */ +CVAPI(void) cvWriteInt( CvFileStorage* fs, const char* name, int value ); + +/** @brief Writes a floating-point value. + +The function writes a single floating-point value (with or without a name) to file storage. Special +values are encoded as follows: NaN (Not A Number) as .NaN, infinity as +.Inf or -.Inf. + +The following example shows how to use the low-level writing functions to store custom structures, +such as termination criteria, without registering a new type. : +@code + void write_termcriteria( CvFileStorage* fs, const char* struct_name, + CvTermCriteria* termcrit ) + { + cvStartWriteStruct( fs, struct_name, CV_NODE_MAP, NULL, cvAttrList(0,0)); + cvWriteComment( fs, "termination criteria", 1 ); // just a description + if( termcrit->type & CV_TERMCRIT_ITER ) + cvWriteInteger( fs, "max_iterations", termcrit->max_iter ); + if( termcrit->type & CV_TERMCRIT_EPS ) + cvWriteReal( fs, "accuracy", termcrit->epsilon ); + cvEndWriteStruct( fs ); + } +@endcode +@param fs File storage +@param name Name of the written value. Should be NULL if and only if the parent structure is a +sequence. +@param value The written value +*/ +CVAPI(void) cvWriteReal( CvFileStorage* fs, const char* name, double value ); + +/** @brief Writes a text string. + +The function writes a text string to file storage. +@param fs File storage +@param name Name of the written string . Should be NULL if and only if the parent structure is a +sequence. +@param str The written text string +@param quote If non-zero, the written string is put in quotes, regardless of whether they are +required. Otherwise, if the flag is zero, quotes are used only when they are required (e.g. when +the string starts with a digit or contains spaces). + */ +CVAPI(void) cvWriteString( CvFileStorage* fs, const char* name, + const char* str, int quote CV_DEFAULT(0) ); + +/** @brief Writes a comment. + +The function writes a comment into file storage. The comments are skipped when the storage is read. +@param fs File storage +@param comment The written comment, single-line or multi-line +@param eol_comment If non-zero, the function tries to put the comment at the end of current line. +If the flag is zero, if the comment is multi-line, or if it does not fit at the end of the current +line, the comment starts a new line. + */ +CVAPI(void) cvWriteComment( CvFileStorage* fs, const char* comment, + int eol_comment ); + +/** @brief Writes an object to file storage. + +The function writes an object to file storage. First, the appropriate type info is found using +cvTypeOf. Then, the write method associated with the type info is called. + +Attributes are used to customize the writing procedure. The standard types support the following +attributes (all the dt attributes have the same format as in cvWriteRawData): + +-# CvSeq + - **header_dt** description of user fields of the sequence header that follow CvSeq, or + CvChain (if the sequence is a Freeman chain) or CvContour (if the sequence is a contour or + point sequence) + - **dt** description of the sequence elements. + - **recursive** if the attribute is present and is not equal to "0" or "false", the whole + tree of sequences (contours) is stored. +-# CvGraph + - **header_dt** description of user fields of the graph header that follows CvGraph; + - **vertex_dt** description of user fields of graph vertices + - **edge_dt** description of user fields of graph edges (note that the edge weight is + always written, so there is no need to specify it explicitly) + +Below is the code that creates the YAML file shown in the CvFileStorage description: +@code + #include "cxcore.h" + + int main( int argc, char** argv ) + { + CvMat* mat = cvCreateMat( 3, 3, CV_32F ); + CvFileStorage* fs = cvOpenFileStorage( "example.yml", 0, CV_STORAGE_WRITE ); + + cvSetIdentity( mat ); + cvWrite( fs, "A", mat, cvAttrList(0,0) ); + + cvReleaseFileStorage( &fs ); + cvReleaseMat( &mat ); + return 0; + } +@endcode +@param fs File storage +@param name Name of the written object. Should be NULL if and only if the parent structure is a +sequence. +@param ptr Pointer to the object +@param attributes The attributes of the object. They are specific for each particular type (see +the discussion below). + */ +CVAPI(void) cvWrite( CvFileStorage* fs, const char* name, const void* ptr, + CvAttrList attributes CV_DEFAULT(cvAttrList())); + +/** @brief Starts the next stream. + +The function finishes the currently written stream and starts the next stream. In the case of XML +the file with multiple streams looks like this: +@code{.xml} + + + + + + + ... +@endcode +The YAML file will look like this: +@code{.yaml} + %YAML 1.0 + # stream #1 data + ... + --- + # stream #2 data +@endcode +This is useful for concatenating files or for resuming the writing process. +@param fs File storage + */ +CVAPI(void) cvStartNextStream( CvFileStorage* fs ); + +/** @brief Writes multiple numbers. + +The function writes an array, whose elements consist of single or multiple numbers. The function +call can be replaced with a loop containing a few cvWriteInt and cvWriteReal calls, but a single +call is more efficient. Note that because none of the elements have a name, they should be written +to a sequence rather than a map. +@param fs File storage +@param src Pointer to the written array +@param len Number of the array elements to write +@param dt Specification of each array element, see @ref format_spec "format specification" + */ +CVAPI(void) cvWriteRawData( CvFileStorage* fs, const void* src, + int len, const char* dt ); + +/** @brief Writes multiple numbers in Base64. + +If either CV_STORAGE_WRITE_BASE64 or cv::FileStorage::WRITE_BASE64 is used, +this function will be the same as cvWriteRawData. If neither, the main +difference is that it outputs a sequence in Base64 encoding rather than +in plain text. + +This function can only be used to write a sequence with a type "binary". + +@param fs File storage +@param src Pointer to the written array +@param len Number of the array elements to write +@param dt Specification of each array element, see @ref format_spec "format specification" +*/ +CVAPI(void) cvWriteRawDataBase64( CvFileStorage* fs, const void* src, + int len, const char* dt ); + +/** @brief Returns a unique pointer for a given name. + +The function returns a unique pointer for each particular file node name. This pointer can be then +passed to the cvGetFileNode function that is faster than cvGetFileNodeByName because it compares +text strings by comparing pointers rather than the strings' content. + +Consider the following example where an array of points is encoded as a sequence of 2-entry maps: +@code + points: + - { x: 10, y: 10 } + - { x: 20, y: 20 } + - { x: 30, y: 30 } + # ... +@endcode +Then, it is possible to get hashed "x" and "y" pointers to speed up decoding of the points. : +@code + #include "cxcore.h" + + int main( int argc, char** argv ) + { + CvFileStorage* fs = cvOpenFileStorage( "points.yml", 0, CV_STORAGE_READ ); + CvStringHashNode* x_key = cvGetHashedNode( fs, "x", -1, 1 ); + CvStringHashNode* y_key = cvGetHashedNode( fs, "y", -1, 1 ); + CvFileNode* points = cvGetFileNodeByName( fs, 0, "points" ); + + if( CV_NODE_IS_SEQ(points->tag) ) + { + CvSeq* seq = points->data.seq; + int i, total = seq->total; + CvSeqReader reader; + cvStartReadSeq( seq, &reader, 0 ); + for( i = 0; i < total; i++ ) + { + CvFileNode* pt = (CvFileNode*)reader.ptr; + #if 1 // faster variant + CvFileNode* xnode = cvGetFileNode( fs, pt, x_key, 0 ); + CvFileNode* ynode = cvGetFileNode( fs, pt, y_key, 0 ); + assert( xnode && CV_NODE_IS_INT(xnode->tag) && + ynode && CV_NODE_IS_INT(ynode->tag)); + int x = xnode->data.i; // or x = cvReadInt( xnode, 0 ); + int y = ynode->data.i; // or y = cvReadInt( ynode, 0 ); + #elif 1 // slower variant; does not use x_key & y_key + CvFileNode* xnode = cvGetFileNodeByName( fs, pt, "x" ); + CvFileNode* ynode = cvGetFileNodeByName( fs, pt, "y" ); + assert( xnode && CV_NODE_IS_INT(xnode->tag) && + ynode && CV_NODE_IS_INT(ynode->tag)); + int x = xnode->data.i; // or x = cvReadInt( xnode, 0 ); + int y = ynode->data.i; // or y = cvReadInt( ynode, 0 ); + #else // the slowest yet the easiest to use variant + int x = cvReadIntByName( fs, pt, "x", 0 ); + int y = cvReadIntByName( fs, pt, "y", 0 ); + #endif + CV_NEXT_SEQ_ELEM( seq->elem_size, reader ); + printf(" + } + } + cvReleaseFileStorage( &fs ); + return 0; + } +@endcode +Please note that whatever method of accessing a map you are using, it is still much slower than +using plain sequences; for example, in the above example, it is more efficient to encode the points +as pairs of integers in a single numeric sequence. +@param fs File storage +@param name Literal node name +@param len Length of the name (if it is known apriori), or -1 if it needs to be calculated +@param create_missing Flag that specifies, whether an absent key should be added into the hash table +*/ +CVAPI(CvStringHashNode*) cvGetHashedKey( CvFileStorage* fs, const char* name, + int len CV_DEFAULT(-1), + int create_missing CV_DEFAULT(0)); + +/** @brief Retrieves one of the top-level nodes of the file storage. + +The function returns one of the top-level file nodes. The top-level nodes do not have a name, they +correspond to the streams that are stored one after another in the file storage. If the index is out +of range, the function returns a NULL pointer, so all the top-level nodes can be iterated by +subsequent calls to the function with stream_index=0,1,..., until the NULL pointer is returned. +This function can be used as a base for recursive traversal of the file storage. +@param fs File storage +@param stream_index Zero-based index of the stream. See cvStartNextStream . In most cases, +there is only one stream in the file; however, there can be several. + */ +CVAPI(CvFileNode*) cvGetRootFileNode( const CvFileStorage* fs, + int stream_index CV_DEFAULT(0) ); + +/** @brief Finds a node in a map or file storage. + +The function finds a file node. It is a faster version of cvGetFileNodeByName (see +cvGetHashedKey discussion). Also, the function can insert a new node, if it is not in the map yet. +@param fs File storage +@param map The parent map. If it is NULL, the function searches a top-level node. If both map and +key are NULLs, the function returns the root file node - a map that contains top-level nodes. +@param key Unique pointer to the node name, retrieved with cvGetHashedKey +@param create_missing Flag that specifies whether an absent node should be added to the map + */ +CVAPI(CvFileNode*) cvGetFileNode( CvFileStorage* fs, CvFileNode* map, + const CvStringHashNode* key, + int create_missing CV_DEFAULT(0) ); + +/** @brief Finds a node in a map or file storage. + +The function finds a file node by name. The node is searched either in map or, if the pointer is +NULL, among the top-level file storage nodes. Using this function for maps and cvGetSeqElem (or +sequence reader) for sequences, it is possible to navigate through the file storage. To speed up +multiple queries for a certain key (e.g., in the case of an array of structures) one may use a +combination of cvGetHashedKey and cvGetFileNode. +@param fs File storage +@param map The parent map. If it is NULL, the function searches in all the top-level nodes +(streams), starting with the first one. +@param name The file node name + */ +CVAPI(CvFileNode*) cvGetFileNodeByName( const CvFileStorage* fs, + const CvFileNode* map, + const char* name ); + +/** @brief Retrieves an integer value from a file node. + +The function returns an integer that is represented by the file node. If the file node is NULL, the +default_value is returned (thus, it is convenient to call the function right after cvGetFileNode +without checking for a NULL pointer). If the file node has type CV_NODE_INT, then node-\>data.i is +returned. If the file node has type CV_NODE_REAL, then node-\>data.f is converted to an integer +and returned. Otherwise the error is reported. +@param node File node +@param default_value The value that is returned if node is NULL + */ +CV_INLINE int cvReadInt( const CvFileNode* node, int default_value CV_DEFAULT(0) ) +{ + return !node ? default_value : + CV_NODE_IS_INT(node->tag) ? node->data.i : + CV_NODE_IS_REAL(node->tag) ? cvRound(node->data.f) : 0x7fffffff; +} + +/** @brief Finds a file node and returns its value. + +The function is a simple superposition of cvGetFileNodeByName and cvReadInt. +@param fs File storage +@param map The parent map. If it is NULL, the function searches a top-level node. +@param name The node name +@param default_value The value that is returned if the file node is not found + */ +CV_INLINE int cvReadIntByName( const CvFileStorage* fs, const CvFileNode* map, + const char* name, int default_value CV_DEFAULT(0) ) +{ + return cvReadInt( cvGetFileNodeByName( fs, map, name ), default_value ); +} + +/** @brief Retrieves a floating-point value from a file node. + +The function returns a floating-point value that is represented by the file node. If the file node +is NULL, the default_value is returned (thus, it is convenient to call the function right after +cvGetFileNode without checking for a NULL pointer). If the file node has type CV_NODE_REAL , +then node-\>data.f is returned. If the file node has type CV_NODE_INT , then node-:math:\>data.f +is converted to floating-point and returned. Otherwise the result is not determined. +@param node File node +@param default_value The value that is returned if node is NULL + */ +CV_INLINE double cvReadReal( const CvFileNode* node, double default_value CV_DEFAULT(0.) ) +{ + return !node ? default_value : + CV_NODE_IS_INT(node->tag) ? (double)node->data.i : + CV_NODE_IS_REAL(node->tag) ? node->data.f : 1e300; +} + +/** @brief Finds a file node and returns its value. + +The function is a simple superposition of cvGetFileNodeByName and cvReadReal . +@param fs File storage +@param map The parent map. If it is NULL, the function searches a top-level node. +@param name The node name +@param default_value The value that is returned if the file node is not found + */ +CV_INLINE double cvReadRealByName( const CvFileStorage* fs, const CvFileNode* map, + const char* name, double default_value CV_DEFAULT(0.) ) +{ + return cvReadReal( cvGetFileNodeByName( fs, map, name ), default_value ); +} + +/** @brief Retrieves a text string from a file node. + +The function returns a text string that is represented by the file node. If the file node is NULL, +the default_value is returned (thus, it is convenient to call the function right after +cvGetFileNode without checking for a NULL pointer). If the file node has type CV_NODE_STR , then +node-:math:\>data.str.ptr is returned. Otherwise the result is not determined. +@param node File node +@param default_value The value that is returned if node is NULL + */ +CV_INLINE const char* cvReadString( const CvFileNode* node, + const char* default_value CV_DEFAULT(NULL) ) +{ + return !node ? default_value : CV_NODE_IS_STRING(node->tag) ? node->data.str.ptr : 0; +} + +/** @brief Finds a file node by its name and returns its value. + +The function is a simple superposition of cvGetFileNodeByName and cvReadString . +@param fs File storage +@param map The parent map. If it is NULL, the function searches a top-level node. +@param name The node name +@param default_value The value that is returned if the file node is not found + */ +CV_INLINE const char* cvReadStringByName( const CvFileStorage* fs, const CvFileNode* map, + const char* name, const char* default_value CV_DEFAULT(NULL) ) +{ + return cvReadString( cvGetFileNodeByName( fs, map, name ), default_value ); +} + + +/** @brief Decodes an object and returns a pointer to it. + +The function decodes a user object (creates an object in a native representation from the file +storage subtree) and returns it. The object to be decoded must be an instance of a registered type +that supports the read method (see CvTypeInfo). The type of the object is determined by the type +name that is encoded in the file. If the object is a dynamic structure, it is created either in +memory storage and passed to cvOpenFileStorage or, if a NULL pointer was passed, in temporary +memory storage, which is released when cvReleaseFileStorage is called. Otherwise, if the object is +not a dynamic structure, it is created in a heap and should be released with a specialized function +or by using the generic cvRelease. +@param fs File storage +@param node The root object node +@param attributes Unused parameter + */ +CVAPI(void*) cvRead( CvFileStorage* fs, CvFileNode* node, + CvAttrList* attributes CV_DEFAULT(NULL)); + +/** @brief Finds an object by name and decodes it. + +The function is a simple superposition of cvGetFileNodeByName and cvRead. +@param fs File storage +@param map The parent map. If it is NULL, the function searches a top-level node. +@param name The node name +@param attributes Unused parameter + */ +CV_INLINE void* cvReadByName( CvFileStorage* fs, const CvFileNode* map, + const char* name, CvAttrList* attributes CV_DEFAULT(NULL) ) +{ + return cvRead( fs, cvGetFileNodeByName( fs, map, name ), attributes ); +} + + +/** @brief Initializes the file node sequence reader. + +The function initializes the sequence reader to read data from a file node. The initialized reader +can be then passed to cvReadRawDataSlice. +@param fs File storage +@param src The file node (a sequence) to read numbers from +@param reader Pointer to the sequence reader + */ +CVAPI(void) cvStartReadRawData( const CvFileStorage* fs, const CvFileNode* src, + CvSeqReader* reader ); + +/** @brief Initializes file node sequence reader. + +The function reads one or more elements from the file node, representing a sequence, to a +user-specified array. The total number of read sequence elements is a product of total and the +number of components in each array element. For example, if dt=2if, the function will read total\*3 +sequence elements. As with any sequence, some parts of the file node sequence can be skipped or read +repeatedly by repositioning the reader using cvSetSeqReaderPos. +@param fs File storage +@param reader The sequence reader. Initialize it with cvStartReadRawData . +@param count The number of elements to read +@param dst Pointer to the destination array +@param dt Specification of each array element. It has the same format as in cvWriteRawData . + */ +CVAPI(void) cvReadRawDataSlice( const CvFileStorage* fs, CvSeqReader* reader, + int count, void* dst, const char* dt ); + +/** @brief Reads multiple numbers. + +The function reads elements from a file node that represents a sequence of scalars. +@param fs File storage +@param src The file node (a sequence) to read numbers from +@param dst Pointer to the destination array +@param dt Specification of each array element. It has the same format as in cvWriteRawData . + */ +CVAPI(void) cvReadRawData( const CvFileStorage* fs, const CvFileNode* src, + void* dst, const char* dt ); + +/** @brief Writes a file node to another file storage. + +The function writes a copy of a file node to file storage. Possible applications of the function are +merging several file storages into one and conversion between XML, YAML and JSON formats. +@param fs Destination file storage +@param new_node_name New name of the file node in the destination file storage. To keep the +existing name, use cvcvGetFileNodeName +@param node The written node +@param embed If the written node is a collection and this parameter is not zero, no extra level of +hierarchy is created. Instead, all the elements of node are written into the currently written +structure. Of course, map elements can only be embedded into another map, and sequence elements +can only be embedded into another sequence. + */ +CVAPI(void) cvWriteFileNode( CvFileStorage* fs, const char* new_node_name, + const CvFileNode* node, int embed ); + +/** @brief Returns the name of a file node. + +The function returns the name of a file node or NULL, if the file node does not have a name or if +node is NULL. +@param node File node + */ +CVAPI(const char*) cvGetFileNodeName( const CvFileNode* node ); + +/*********************************** Adding own types ***********************************/ + +/** @brief Registers a new type. + +The function registers a new type, which is described by info . The function creates a copy of the +structure, so the user should delete it after calling the function. +@param info Type info structure + */ +CVAPI(void) cvRegisterType( const CvTypeInfo* info ); + +/** @brief Unregisters the type. + +The function unregisters a type with a specified name. If the name is unknown, it is possible to +locate the type info by an instance of the type using cvTypeOf or by iterating the type list, +starting from cvFirstType, and then calling cvUnregisterType(info-\>typeName). +@param type_name Name of an unregistered type + */ +CVAPI(void) cvUnregisterType( const char* type_name ); + +/** @brief Returns the beginning of a type list. + +The function returns the first type in the list of registered types. Navigation through the list can +be done via the prev and next fields of the CvTypeInfo structure. + */ +CVAPI(CvTypeInfo*) cvFirstType(void); + +/** @brief Finds a type by its name. + +The function finds a registered type by its name. It returns NULL if there is no type with the +specified name. +@param type_name Type name + */ +CVAPI(CvTypeInfo*) cvFindType( const char* type_name ); + +/** @brief Returns the type of an object. + +The function finds the type of a given object. It iterates through the list of registered types and +calls the is_instance function/method for every type info structure with that object until one of +them returns non-zero or until the whole list has been traversed. In the latter case, the function +returns NULL. +@param struct_ptr The object pointer + */ +CVAPI(CvTypeInfo*) cvTypeOf( const void* struct_ptr ); + +#endif + +/** @brief Releases an object. + + The function finds the type of a given object and calls release with the double + pointer. + @param struct_ptr Double pointer to the object + */ +CVAPI(void) cvRelease(void **struct_ptr); + +/** @brief Makes a clone of an object. + +The function finds the type of a given object and calls clone with the passed +object. Of course, if you know the object type, for example, struct_ptr is +CvMat\*, it is faster to call the specific function, like cvCloneMat. +@param struct_ptr The object to clone + */ +CVAPI(void *) cvClone(const void *struct_ptr); + +/*********************************** Measuring Execution Time + * ***************************/ + +/** helper functions for RNG initialization and accurate time measurement: + uses internal clock counter on x86 */ +CVAPI(int64) cvGetTickCount(void); +CVAPI(double) cvGetTickFrequency(void); + +/*********************************** CPU capabilities + * ***********************************/ + +CVAPI(int) cvCheckHardwareSupport(int feature); + +/*********************************** Multi-Threading + * ************************************/ + +/** retrieve/set the number of threads used in OpenMP implementations */ +CVAPI(int) cvGetNumThreads(void); +CVAPI(void) cvSetNumThreads(int threads CV_DEFAULT(0)); +/** get index of the thread being executed */ +CVAPI(int) cvGetThreadNum(void); + +/********************************** Error Handling + * **************************************/ + +/** Get current OpenCV error status */ +CVAPI(int) cvGetErrStatus(void); + +/** Sets error status silently */ +CVAPI(void) cvSetErrStatus(int status); + +#define CV_ErrModeLeaf 0 /* Print error and exit program */ +#define CV_ErrModeParent 1 /* Print error and continue */ +#define CV_ErrModeSilent 2 /* Don't print and continue */ + +/** Retrieves current error processing mode */ +CVAPI(int) cvGetErrMode(void); + +/** Sets error processing mode, returns previously used mode */ +CVAPI(int) cvSetErrMode(int mode); + +/** Sets error status and performs some additional actions (displaying message + box, writing message to stderr, terminating application etc.) depending on the + current error mode */ +CVAPI(void) +cvError(int status, const char *func_name, const char *err_msg, + const char *file_name, int line); + +/** Retrieves textual description of the error given its code */ +CVAPI(const char *) cvErrorStr(int status); + +/** Retrieves detailed information about the last error occurred */ +CVAPI(int) +cvGetErrInfo(const char **errcode_desc, const char **description, + const char **filename, int *line); + +/** Maps IPP error codes to the counterparts from OpenCV */ +CVAPI(int) cvErrorFromIppStatus(int ipp_status); + +typedef int(CV_CDECL *CvErrorCallback)(int status, const char *func_name, + const char *err_msg, + const char *file_name, int line, + void *userdata); + +/** Assigns a new error-handling function */ +CVAPI(CvErrorCallback) +cvRedirectError(CvErrorCallback error_handler, void *userdata CV_DEFAULT(NULL), + void **prev_userdata CV_DEFAULT(NULL)); + +/** Output nothing */ +CVAPI(int) +cvNulDevReport(int status, const char *func_name, const char *err_msg, + const char *file_name, int line, void *userdata); + +/** Output to console(fprintf(stderr,...)) */ +CVAPI(int) +cvStdErrReport(int status, const char *func_name, const char *err_msg, + const char *file_name, int line, void *userdata); + +/** Output to MessageBox(WIN32) */ +CVAPI(int) +cvGuiBoxReport(int status, const char *func_name, const char *err_msg, + const char *file_name, int line, void *userdata); + +#define OPENCV_ERROR(status, func, context) \ + cvError((status), (func), (context), __FILE__, __LINE__) + +#define OPENCV_ASSERT(expr, func, context) \ + { \ + if (!(expr)) { \ + OPENCV_ERROR(CV_StsInternal, (func), (context)); \ + } \ + } + +#define OPENCV_CALL(Func) \ + { \ + Func; \ + } + +/** CV_FUNCNAME macro defines icvFuncName constant which is used by CV_ERROR + * macro */ +#ifdef CV_NO_FUNC_NAMES +#define CV_FUNCNAME(Name) +#define cvFuncName "" +#else +#define CV_FUNCNAME(Name) static char cvFuncName[] = Name +#endif + +/** + CV_ERROR macro unconditionally raises error with passed code and message. + After raising error, control will be transferred to the exit label. + */ +#define CV_ERROR(Code, Msg) \ + { \ + cvError((Code), cvFuncName, Msg, __FILE__, __LINE__); \ + __CV_EXIT__; \ + } + +/** + CV_CHECK macro checks error status after CV (or IPL) + function call. If error detected, control will be transferred to the exit + label. + */ +#define CV_CHECK() \ + { \ + if (cvGetErrStatus() < 0) \ + CV_ERROR(CV_StsBackTrace, "Inner function failed."); \ + } + +/** + CV_CALL macro calls CV (or IPL) function, checks error status and + signals a error if the function failed. Useful in "parent node" + error processing mode + */ +#define CV_CALL(Func) \ + { \ + Func; \ + CV_CHECK(); \ + } + +/** Runtime assertion macro */ +#define CV_ASSERT(Condition) \ + { \ + if (!(Condition)) \ + CV_ERROR(CV_StsInternal, "Assertion: " #Condition " failed"); \ + } + +#define __CV_BEGIN__ { +#define __CV_END__ \ + goto exit; \ + exit:; \ + } +#define __CV_EXIT__ goto exit + +/** @} core_c */ + +#ifdef __cplusplus +} // extern "C" +#endif + +#ifdef __cplusplus + +#include "opencv2/core/utility.hpp" + +namespace cv { + +//! @addtogroup core_c_glue +//! @{ + +/////////////////////////////////////////// glue +////////////////////////////////////////////// + +//! converts array (CvMat or IplImage) to cv::Mat +CV_EXPORTS Mat cvarrToMat(const CvArr *arr, bool copyData = false, + bool allowND = true, int coiMode = 0, + AutoBuffer *buf = 0); + +static inline Mat cvarrToMatND(const CvArr *arr, bool copyData = false, + int coiMode = 0) { + return cvarrToMat(arr, copyData, true, coiMode); +} + +//! extracts Channel of Interest from CvMat or IplImage and makes cv::Mat out of +//! it. +CV_EXPORTS void extractImageCOI(const CvArr *arr, OutputArray coiimg, + int coi = -1); +//! inserts single-channel cv::Mat into a multi-channel CvMat or IplImage +CV_EXPORTS void insertImageCOI(InputArray coiimg, CvArr *arr, int coi = -1); + +////// specialized implementations of DefaultDeleter::operator() for classic +/// OpenCV types ////// + +template <> struct DefaultDeleter { + CV_EXPORTS void operator()(CvMat *obj) const; +}; +template <> struct DefaultDeleter { + CV_EXPORTS void operator()(IplImage *obj) const; +}; +template <> struct DefaultDeleter { + CV_EXPORTS void operator()(CvMatND *obj) const; +}; +template <> struct DefaultDeleter { + CV_EXPORTS void operator()(CvSparseMat *obj) const; +}; +template <> struct DefaultDeleter { + CV_EXPORTS void operator()(CvMemStorage *obj) const; +}; + +////////////// convenient wrappers for operating old-style dynamic structures +///////////////// + +template class SeqIterator; + +typedef Ptr MemStorage; + +/*! + Template Sequence Class derived from CvSeq + + The class provides more convenient access to sequence elements, + STL-style operations and iterators. + + \note The class is targeted for simple data types, + i.e. no constructors or destructors + are called for the sequence elements. +*/ +template class Seq { +public: + typedef SeqIterator<_Tp> iterator; + typedef SeqIterator<_Tp> const_iterator; + + //! the default constructor + Seq(); + //! the constructor for wrapping CvSeq structure. The real element type in + //! CvSeq should match _Tp. + Seq(const CvSeq *seq); + //! creates the empty sequence that resides in the specified storage + Seq(MemStorage &storage, int headerSize = sizeof(CvSeq)); + //! returns read-write reference to the specified element + _Tp &operator[](int idx); + //! returns read-only reference to the specified element + const _Tp &operator[](int idx) const; + //! returns iterator pointing to the beginning of the sequence + SeqIterator<_Tp> begin() const; + //! returns iterator pointing to the element following the last sequence + //! element + SeqIterator<_Tp> end() const; + //! returns the number of elements in the sequence + size_t size() const; + //! returns the type of sequence elements (CV_8UC1 ... CV_64FC(CV_CN_MAX) ...) + int type() const; + //! returns the depth of sequence elements (CV_8U ... CV_64F) + int depth() const; + //! returns the number of channels in each sequence element + int channels() const; + //! returns the size of each sequence element + size_t elemSize() const; + //! returns index of the specified sequence element + size_t index(const _Tp &elem) const; + //! appends the specified element to the end of the sequence + void push_back(const _Tp &elem); + //! appends the specified element to the front of the sequence + void push_front(const _Tp &elem); + //! appends zero or more elements to the end of the sequence + void push_back(const _Tp *elems, size_t count); + //! appends zero or more elements to the front of the sequence + void push_front(const _Tp *elems, size_t count); + //! inserts the specified element to the specified position + void insert(int idx, const _Tp &elem); + //! inserts zero or more elements to the specified position + void insert(int idx, const _Tp *elems, size_t count); + //! removes element at the specified position + void remove(int idx); + //! removes the specified subsequence + void remove(const Range &r); + + //! returns reference to the first sequence element + _Tp &front(); + //! returns read-only reference to the first sequence element + const _Tp &front() const; + //! returns reference to the last sequence element + _Tp &back(); + //! returns read-only reference to the last sequence element + const _Tp &back() const; + //! returns true iff the sequence contains no elements + bool empty() const; + + //! removes all the elements from the sequence + void clear(); + //! removes the first element from the sequence + void pop_front(); + //! removes the last element from the sequence + void pop_back(); + //! removes zero or more elements from the beginning of the sequence + void pop_front(_Tp *elems, size_t count); + //! removes zero or more elements from the end of the sequence + void pop_back(_Tp *elems, size_t count); + + //! copies the whole sequence or the sequence slice to the specified vector + void copyTo(std::vector<_Tp> &vec, const Range &range = Range::all()) const; + //! returns the vector containing all the sequence elements + operator std::vector<_Tp>() const; + + CvSeq *seq; +}; + +/*! + STL-style Sequence Iterator inherited from the CvSeqReader structure +*/ +template class SeqIterator : public CvSeqReader { +public: + //! the default constructor + SeqIterator(); + //! the constructor setting the iterator to the beginning or to the end of the + //! sequence + SeqIterator(const Seq<_Tp> &seq, bool seekEnd = false); + //! positions the iterator within the sequence + void seek(size_t pos); + //! reports the current iterator position + size_t tell() const; + //! returns reference to the current sequence element + _Tp &operator*(); + //! returns read-only reference to the current sequence element + const _Tp &operator*() const; + //! moves iterator to the next sequence element + SeqIterator &operator++(); + //! moves iterator to the next sequence element + SeqIterator operator++(int) const; + //! moves iterator to the previous sequence element + SeqIterator &operator--(); + //! moves iterator to the previous sequence element + SeqIterator operator--(int) const; + + //! moves iterator forward by the specified offset (possibly negative) + SeqIterator &operator+=(int); + //! moves iterator backward by the specified offset (possibly negative) + SeqIterator &operator-=(int); + + // this is index of the current element module seq->total*2 + // (to distinguish between 0 and seq->total) + int index; +}; + +// bridge C++ => C Seq API +CV_EXPORTS schar *seqPush(CvSeq *seq, const void *element = 0); +CV_EXPORTS schar *seqPushFront(CvSeq *seq, const void *element = 0); +CV_EXPORTS void seqPop(CvSeq *seq, void *element = 0); +CV_EXPORTS void seqPopFront(CvSeq *seq, void *element = 0); +CV_EXPORTS void seqPopMulti(CvSeq *seq, void *elements, int count, + int in_front = 0); +CV_EXPORTS void seqRemove(CvSeq *seq, int index); +CV_EXPORTS void clearSeq(CvSeq *seq); +CV_EXPORTS schar *getSeqElem(const CvSeq *seq, int index); +CV_EXPORTS void seqRemoveSlice(CvSeq *seq, CvSlice slice); +CV_EXPORTS void seqInsertSlice(CvSeq *seq, int before_index, + const CvArr *from_arr); + +template inline Seq<_Tp>::Seq() : seq(0) {} +template +inline Seq<_Tp>::Seq(const CvSeq *_seq) : seq((CvSeq *)_seq) { + CV_Assert(!_seq || _seq->elem_size == sizeof(_Tp)); +} + +template +inline Seq<_Tp>::Seq(MemStorage &storage, int headerSize) { + CV_Assert(headerSize >= (int)sizeof(CvSeq)); + seq = cvCreateSeq(DataType<_Tp>::type, headerSize, sizeof(_Tp), storage); +} + +template inline _Tp &Seq<_Tp>::operator[](int idx) { + return *(_Tp *)getSeqElem(seq, idx); +} + +template inline const _Tp &Seq<_Tp>::operator[](int idx) const { + return *(_Tp *)getSeqElem(seq, idx); +} + +template inline SeqIterator<_Tp> Seq<_Tp>::begin() const { + return SeqIterator<_Tp>(*this); +} + +template inline SeqIterator<_Tp> Seq<_Tp>::end() const { + return SeqIterator<_Tp>(*this, true); +} + +template inline size_t Seq<_Tp>::size() const { + return seq ? seq->total : 0; +} + +template inline int Seq<_Tp>::type() const { + return seq ? CV_MAT_TYPE(seq->flags) : 0; +} + +template inline int Seq<_Tp>::depth() const { + return seq ? CV_MAT_DEPTH(seq->flags) : 0; +} + +template inline int Seq<_Tp>::channels() const { + return seq ? CV_MAT_CN(seq->flags) : 0; +} + +template inline size_t Seq<_Tp>::elemSize() const { + return seq ? seq->elem_size : 0; +} + +template inline size_t Seq<_Tp>::index(const _Tp &elem) const { + return cvSeqElemIdx(seq, &elem); +} + +template inline void Seq<_Tp>::push_back(const _Tp &elem) { + cvSeqPush(seq, &elem); +} + +template inline void Seq<_Tp>::push_front(const _Tp &elem) { + cvSeqPushFront(seq, &elem); +} + +template +inline void Seq<_Tp>::push_back(const _Tp *elem, size_t count) { + cvSeqPushMulti(seq, elem, (int)count, 0); +} + +template +inline void Seq<_Tp>::push_front(const _Tp *elem, size_t count) { + cvSeqPushMulti(seq, elem, (int)count, 1); +} + +template inline _Tp &Seq<_Tp>::back() { + return *(_Tp *)getSeqElem(seq, -1); +} + +template inline const _Tp &Seq<_Tp>::back() const { + return *(const _Tp *)getSeqElem(seq, -1); +} + +template inline _Tp &Seq<_Tp>::front() { + return *(_Tp *)getSeqElem(seq, 0); +} + +template inline const _Tp &Seq<_Tp>::front() const { + return *(const _Tp *)getSeqElem(seq, 0); +} + +template inline bool Seq<_Tp>::empty() const { + return !seq || seq->total == 0; +} + +template inline void Seq<_Tp>::clear() { + if (seq) + clearSeq(seq); +} + +template inline void Seq<_Tp>::pop_back() { seqPop(seq); } + +template inline void Seq<_Tp>::pop_front() { seqPopFront(seq); } + +template +inline void Seq<_Tp>::pop_back(_Tp *elem, size_t count) { + seqPopMulti(seq, elem, (int)count, 0); +} + +template +inline void Seq<_Tp>::pop_front(_Tp *elem, size_t count) { + seqPopMulti(seq, elem, (int)count, 1); +} + +template inline void Seq<_Tp>::insert(int idx, const _Tp &elem) { + seqInsert(seq, idx, &elem); +} + +template +inline void Seq<_Tp>::insert(int idx, const _Tp *elems, size_t count) { + CvMat m = cvMat(1, count, DataType<_Tp>::type, elems); + seqInsertSlice(seq, idx, &m); +} + +template inline void Seq<_Tp>::remove(int idx) { + seqRemove(seq, idx); +} + +template inline void Seq<_Tp>::remove(const Range &r) { + seqRemoveSlice(seq, cvSlice(r.start, r.end)); +} + +template +inline void Seq<_Tp>::copyTo(std::vector<_Tp> &vec, const Range &range) const { + size_t len = !seq ? 0 + : range == Range::all() ? seq->total + : range.end - range.start; + vec.resize(len); + if (seq && len) + cvCvtSeqToArray(seq, &vec[0], cvSlice(range)); +} + +template inline Seq<_Tp>::operator std::vector<_Tp>() const { + std::vector<_Tp> vec; + copyTo(vec); + return vec; +} + +template inline SeqIterator<_Tp>::SeqIterator() { + memset(this, 0, sizeof(*this)); +} + +template +inline SeqIterator<_Tp>::SeqIterator(const Seq<_Tp> &_seq, bool seekEnd) { + cvStartReadSeq(_seq.seq, this); + index = seekEnd ? _seq.seq->total : 0; +} + +template inline void SeqIterator<_Tp>::seek(size_t pos) { + cvSetSeqReaderPos(this, (int)pos, false); + index = pos; +} + +template inline size_t SeqIterator<_Tp>::tell() const { + return index; +} + +template inline _Tp &SeqIterator<_Tp>::operator*() { + return *(_Tp *)ptr; +} + +template inline const _Tp &SeqIterator<_Tp>::operator*() const { + return *(const _Tp *)ptr; +} + +template +inline SeqIterator<_Tp> &SeqIterator<_Tp>::operator++() { + CV_NEXT_SEQ_ELEM(sizeof(_Tp), *this); + if (++index >= seq->total * 2) + index = 0; + return *this; +} + +template +inline SeqIterator<_Tp> SeqIterator<_Tp>::operator++(int) const { + SeqIterator<_Tp> it = *this; + ++*this; + return it; +} + +template +inline SeqIterator<_Tp> &SeqIterator<_Tp>::operator--() { + CV_PREV_SEQ_ELEM(sizeof(_Tp), *this); + if (--index < 0) + index = seq->total * 2 - 1; + return *this; +} + +template +inline SeqIterator<_Tp> SeqIterator<_Tp>::operator--(int) const { + SeqIterator<_Tp> it = *this; + --*this; + return it; +} + +template +inline SeqIterator<_Tp> &SeqIterator<_Tp>::operator+=(int delta) { + cvSetSeqReaderPos(this, delta, 1); + index += delta; + int n = seq->total * 2; + if (index < 0) + index += n; + if (index >= n) + index -= n; + return *this; +} + +template +inline SeqIterator<_Tp> &SeqIterator<_Tp>::operator-=(int delta) { + return (*this += -delta); +} + +template +inline ptrdiff_t operator-(const SeqIterator<_Tp> &a, + const SeqIterator<_Tp> &b) { + ptrdiff_t delta = a.index - b.index, n = a.seq->total; + if (delta > n || delta < -n) + delta += delta < 0 ? n : -n; + return delta; +} + +template +inline bool operator==(const SeqIterator<_Tp> &a, const SeqIterator<_Tp> &b) { + return a.seq == b.seq && a.index == b.index; +} + +template +inline bool operator!=(const SeqIterator<_Tp> &a, const SeqIterator<_Tp> &b) { + return !(a == b); +} + +//! @} + +} // namespace cv + +#endif + +#endif diff --git a/third-party/include/opencv2/core/cv_cpu_dispatch.h b/third-party/include/opencv2/core/cv_cpu_dispatch.h new file mode 100644 index 000000000..8a0c1b393 --- /dev/null +++ b/third-party/include/opencv2/core/cv_cpu_dispatch.h @@ -0,0 +1,404 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level +// directory of this distribution and at http://opencv.org/license.html. + +#if defined __OPENCV_BUILD + +#include "cv_cpu_config.h" +#include "cv_cpu_helper.h" + +#ifdef CV_CPU_DISPATCH_MODE +#define CV_CPU_OPTIMIZATION_NAMESPACE __CV_CAT(opt_, CV_CPU_DISPATCH_MODE) +#define CV_CPU_OPTIMIZATION_NAMESPACE_BEGIN \ + namespace __CV_CAT(opt_, CV_CPU_DISPATCH_MODE) { +#define CV_CPU_OPTIMIZATION_NAMESPACE_END } +#else +#define CV_CPU_OPTIMIZATION_NAMESPACE cpu_baseline +#define CV_CPU_OPTIMIZATION_NAMESPACE_BEGIN namespace cpu_baseline { +#define CV_CPU_OPTIMIZATION_NAMESPACE_END } +#define CV_CPU_BASELINE_MODE 1 +#endif + +#define __CV_CPU_DISPATCH_CHAIN_END(fn, args, mode, ...) /* done */ +#define __CV_CPU_DISPATCH(fn, args, mode, ...) \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) +#define __CV_CPU_DISPATCH_EXPAND(fn, args, ...) \ + __CV_EXPAND(__CV_CPU_DISPATCH(fn, args, __VA_ARGS__)) +#define CV_CPU_DISPATCH(fn, args, ...) \ + __CV_CPU_DISPATCH_EXPAND(fn, args, __VA_ARGS__, END) // expand macros + +#if defined CV_ENABLE_INTRINSICS && !defined CV_DISABLE_OPTIMIZATION && \ + !defined __CUDACC__ /* do not include SSE/AVX/NEON headers for NVCC \ + compiler */ + +#ifdef CV_CPU_COMPILE_SSE2 +#include +#define CV_MMX 1 +#define CV_SSE 1 +#define CV_SSE2 1 +#endif +#ifdef CV_CPU_COMPILE_SSE3 +#include +#define CV_SSE3 1 +#endif +#ifdef CV_CPU_COMPILE_SSSE3 +#include +#define CV_SSSE3 1 +#endif +#ifdef CV_CPU_COMPILE_SSE4_1 +#include +#define CV_SSE4_1 1 +#endif +#ifdef CV_CPU_COMPILE_SSE4_2 +#include +#define CV_SSE4_2 1 +#endif +#ifdef CV_CPU_COMPILE_POPCNT +#ifdef _MSC_VER +#include +#if defined(_M_X64) +#define CV_POPCNT_U64 (int)_mm_popcnt_u64 +#endif +#define CV_POPCNT_U32 _mm_popcnt_u32 +#else +#include +#if defined(__x86_64__) +#define CV_POPCNT_U64 __builtin_popcountll +#endif +#define CV_POPCNT_U32 __builtin_popcount +#endif +#define CV_POPCNT 1 +#endif +#ifdef CV_CPU_COMPILE_AVX +#include +#define CV_AVX 1 +#endif +#ifdef CV_CPU_COMPILE_FP16 +#if defined(__arm__) || defined(__aarch64__) || defined(_M_ARM) || \ + defined(_M_ARM64) +#include +#else +#include +#endif +#define CV_FP16 1 +#endif +#ifdef CV_CPU_COMPILE_NEON_DOTPROD +#include +#define CV_NEON_DOT 1 +#endif +#ifdef CV_CPU_COMPILE_AVX2 +#include +#define CV_AVX2 1 +#endif +#ifdef CV_CPU_COMPILE_AVX_512F +#include +#define CV_AVX_512F 1 +#endif +#ifdef CV_CPU_COMPILE_AVX512_COMMON +#define CV_AVX512_COMMON 1 +#define CV_AVX_512CD 1 +#endif +#ifdef CV_CPU_COMPILE_AVX512_KNL +#define CV_AVX512_KNL 1 +#define CV_AVX_512ER 1 +#define CV_AVX_512PF 1 +#endif +#ifdef CV_CPU_COMPILE_AVX512_KNM +#define CV_AVX512_KNM 1 +#define CV_AVX_5124FMAPS 1 +#define CV_AVX_5124VNNIW 1 +#define CV_AVX_512VPOPCNTDQ 1 +#endif +#ifdef CV_CPU_COMPILE_AVX512_SKX +#define CV_AVX512_SKX 1 +#define CV_AVX_512VL 1 +#define CV_AVX_512BW 1 +#define CV_AVX_512DQ 1 +#endif +#ifdef CV_CPU_COMPILE_AVX512_CNL +#define CV_AVX512_CNL 1 +#define CV_AVX_512IFMA 1 +#define CV_AVX_512VBMI 1 +#endif +#ifdef CV_CPU_COMPILE_AVX512_CLX +#define CV_AVX512_CLX 1 +#define CV_AVX_512VNNI 1 +#endif +#ifdef CV_CPU_COMPILE_AVX512_ICL +#define CV_AVX512_ICL 1 +#undef CV_AVX_512IFMA +#define CV_AVX_512IFMA 1 +#undef CV_AVX_512VBMI +#define CV_AVX_512VBMI 1 +#undef CV_AVX_512VNNI +#define CV_AVX_512VNNI 1 +#define CV_AVX_512VBMI2 1 +#define CV_AVX_512BITALG 1 +#define CV_AVX_512VPOPCNTDQ 1 +#endif +#ifdef CV_CPU_COMPILE_FMA3 +#define CV_FMA3 1 +#endif + +#if defined _WIN32 && (defined(_M_ARM) || defined(_M_ARM64)) && \ + (defined(CV_CPU_COMPILE_NEON) || !defined(_MSC_VER)) +#include +#include +#define CV_NEON 1 +#elif defined(__ARM_NEON) +#include +#define CV_NEON 1 +#endif + +/* RVV-related macro states with different compiler +// +--------------------+----------+----------+ +// | Macro | Upstream | XuanTie | +// +--------------------+----------+----------+ +// | CV_CPU_COMPILE_RVV | defined | defined | +// | CV_RVV | 1 | 0 | +// | CV_RVV071 | 0 | 1 | +// | CV_TRY_RVV | 1 | 1 | +// +--------------------+----------+----------+ +*/ +#ifdef CV_CPU_COMPILE_RVV +#ifdef __riscv_vector_071 +#define CV_RVV071 1 +#else +#define CV_RVV 1 +#endif +#include +#endif + +#ifdef CV_CPU_COMPILE_VSX +#include +#undef vector +#undef pixel +#undef bool +#define CV_VSX 1 +#endif + +#ifdef CV_CPU_COMPILE_VSX3 +#define CV_VSX3 1 +#endif + +#ifdef CV_CPU_COMPILE_MSA +#include "hal/msa_macros.h" +#define CV_MSA 1 +#endif + +#ifdef CV_CPU_COMPILE_LSX +#include +#define CV_LSX 1 +#endif + +#ifdef CV_CPU_COMPILE_LASX +#include +#define CV_LASX 1 +#endif + +#ifdef __EMSCRIPTEN__ +#define CV_WASM_SIMD 1 +#include +#endif + +#endif // CV_ENABLE_INTRINSICS && !CV_DISABLE_OPTIMIZATION && !__CUDACC__ + +#if defined CV_CPU_COMPILE_AVX && !defined CV_CPU_BASELINE_COMPILE_AVX +struct VZeroUpperGuard { +#ifdef __GNUC__ + __attribute__((always_inline)) +#endif + inline VZeroUpperGuard() { + _mm256_zeroupper(); + } +#ifdef __GNUC__ + __attribute__((always_inline)) +#endif + inline ~VZeroUpperGuard() { + _mm256_zeroupper(); + } +}; +#define __CV_AVX_GUARD \ + VZeroUpperGuard __vzeroupper_guard; \ + CV_UNUSED(__vzeroupper_guard); +#endif + +#ifdef __CV_AVX_GUARD +#define CV_AVX_GUARD __CV_AVX_GUARD +#else +#define CV_AVX_GUARD +#endif + +#endif // __OPENCV_BUILD + +#if !defined __OPENCV_BUILD /* Compatibility code */ \ + && !defined __CUDACC__ /* do not include SSE/AVX/NEON headers for NVCC \ + compiler */ +#if defined __SSE2__ || defined _M_X64 || \ + (defined _M_IX86_FP && _M_IX86_FP >= 2) +#include +#define CV_MMX 1 +#define CV_SSE 1 +#define CV_SSE2 1 +#elif defined _WIN32 && (defined(_M_ARM) || defined(_M_ARM64)) && \ + (defined(CV_CPU_COMPILE_NEON) || !defined(_MSC_VER)) +#include +#include +#define CV_NEON 1 +#elif defined(__ARM_NEON) +#include +#define CV_NEON 1 +#elif defined(__VSX__) && defined(__PPC64__) && defined(__LITTLE_ENDIAN__) +#include +#undef vector +#undef pixel +#undef bool +#define CV_VSX 1 +#endif + +#ifdef __F16C__ +#include +#define CV_FP16 1 +#endif + +#endif // !__OPENCV_BUILD && !__CUDACC (Compatibility code) + +#ifndef CV_MMX +#define CV_MMX 0 +#endif +#ifndef CV_SSE +#define CV_SSE 0 +#endif +#ifndef CV_SSE2 +#define CV_SSE2 0 +#endif +#ifndef CV_SSE3 +#define CV_SSE3 0 +#endif +#ifndef CV_SSSE3 +#define CV_SSSE3 0 +#endif +#ifndef CV_SSE4_1 +#define CV_SSE4_1 0 +#endif +#ifndef CV_SSE4_2 +#define CV_SSE4_2 0 +#endif +#ifndef CV_POPCNT +#define CV_POPCNT 0 +#endif +#ifndef CV_AVX +#define CV_AVX 0 +#endif +#ifndef CV_FP16 +#define CV_FP16 0 +#endif +#ifndef CV_AVX2 +#define CV_AVX2 0 +#endif +#ifndef CV_FMA3 +#define CV_FMA3 0 +#endif +#ifndef CV_AVX_512F +#define CV_AVX_512F 0 +#endif +#ifndef CV_AVX_512BW +#define CV_AVX_512BW 0 +#endif +#ifndef CV_AVX_512CD +#define CV_AVX_512CD 0 +#endif +#ifndef CV_AVX_512DQ +#define CV_AVX_512DQ 0 +#endif +#ifndef CV_AVX_512ER +#define CV_AVX_512ER 0 +#endif +#ifndef CV_AVX_512IFMA +#define CV_AVX_512IFMA 0 +#endif +#define CV_AVX_512IFMA512 CV_AVX_512IFMA // deprecated +#ifndef CV_AVX_512PF +#define CV_AVX_512PF 0 +#endif +#ifndef CV_AVX_512VBMI +#define CV_AVX_512VBMI 0 +#endif +#ifndef CV_AVX_512VL +#define CV_AVX_512VL 0 +#endif +#ifndef CV_AVX_5124FMAPS +#define CV_AVX_5124FMAPS 0 +#endif +#ifndef CV_AVX_5124VNNIW +#define CV_AVX_5124VNNIW 0 +#endif +#ifndef CV_AVX_512VPOPCNTDQ +#define CV_AVX_512VPOPCNTDQ 0 +#endif +#ifndef CV_AVX_512VNNI +#define CV_AVX_512VNNI 0 +#endif +#ifndef CV_AVX_512VBMI2 +#define CV_AVX_512VBMI2 0 +#endif +#ifndef CV_AVX_512BITALG +#define CV_AVX_512BITALG 0 +#endif +#ifndef CV_AVX512_COMMON +#define CV_AVX512_COMMON 0 +#endif +#ifndef CV_AVX512_KNL +#define CV_AVX512_KNL 0 +#endif +#ifndef CV_AVX512_KNM +#define CV_AVX512_KNM 0 +#endif +#ifndef CV_AVX512_SKX +#define CV_AVX512_SKX 0 +#endif +#ifndef CV_AVX512_CNL +#define CV_AVX512_CNL 0 +#endif +#ifndef CV_AVX512_CLX +#define CV_AVX512_CLX 0 +#endif +#ifndef CV_AVX512_ICL +#define CV_AVX512_ICL 0 +#endif + +#ifndef CV_NEON +#define CV_NEON 0 +#endif + +#ifndef CV_RVV071 +#define CV_RVV071 0 +#endif + +#ifndef CV_VSX +#define CV_VSX 0 +#endif + +#ifndef CV_VSX3 +#define CV_VSX3 0 +#endif + +#ifndef CV_MSA +#define CV_MSA 0 +#endif + +#ifndef CV_WASM_SIMD +#define CV_WASM_SIMD 0 +#endif + +#ifndef CV_RVV +#define CV_RVV 0 +#endif + +#ifndef CV_LSX +#define CV_LSX 0 +#endif + +#ifndef CV_LASX +#define CV_LASX 0 +#endif diff --git a/third-party/include/opencv2/core/cv_cpu_helper.h b/third-party/include/opencv2/core/cv_cpu_helper.h new file mode 100644 index 000000000..088eb47c0 --- /dev/null +++ b/third-party/include/opencv2/core/cv_cpu_helper.h @@ -0,0 +1,856 @@ +// AUTOGENERATED, DO NOT EDIT + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_SSE +#define CV_TRY_SSE 1 +#define CV_CPU_FORCE_SSE 1 +#define CV_CPU_HAS_SUPPORT_SSE 1 +#define CV_CPU_CALL_SSE(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_SSE_(fn, args) return (opt_SSE::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_SSE +#define CV_TRY_SSE 1 +#define CV_CPU_FORCE_SSE 0 +#define CV_CPU_HAS_SUPPORT_SSE (cv::checkHardwareSupport(CV_CPU_SSE)) +#define CV_CPU_CALL_SSE(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE) \ + return (opt_SSE::fn args) +#define CV_CPU_CALL_SSE_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE) \ + return (opt_SSE::fn args) +#else +#define CV_TRY_SSE 0 +#define CV_CPU_FORCE_SSE 0 +#define CV_CPU_HAS_SUPPORT_SSE 0 +#define CV_CPU_CALL_SSE(fn, args) +#define CV_CPU_CALL_SSE_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_SSE(fn, args, mode, ...) \ + CV_CPU_CALL_SSE(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_SSE2 +#define CV_TRY_SSE2 1 +#define CV_CPU_FORCE_SSE2 1 +#define CV_CPU_HAS_SUPPORT_SSE2 1 +#define CV_CPU_CALL_SSE2(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_SSE2_(fn, args) return (opt_SSE2::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_SSE2 +#define CV_TRY_SSE2 1 +#define CV_CPU_FORCE_SSE2 0 +#define CV_CPU_HAS_SUPPORT_SSE2 (cv::checkHardwareSupport(CV_CPU_SSE2)) +#define CV_CPU_CALL_SSE2(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE2) \ + return (opt_SSE2::fn args) +#define CV_CPU_CALL_SSE2_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE2) \ + return (opt_SSE2::fn args) +#else +#define CV_TRY_SSE2 0 +#define CV_CPU_FORCE_SSE2 0 +#define CV_CPU_HAS_SUPPORT_SSE2 0 +#define CV_CPU_CALL_SSE2(fn, args) +#define CV_CPU_CALL_SSE2_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_SSE2(fn, args, mode, ...) \ + CV_CPU_CALL_SSE2(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_SSE3 +#define CV_TRY_SSE3 1 +#define CV_CPU_FORCE_SSE3 1 +#define CV_CPU_HAS_SUPPORT_SSE3 1 +#define CV_CPU_CALL_SSE3(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_SSE3_(fn, args) return (opt_SSE3::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_SSE3 +#define CV_TRY_SSE3 1 +#define CV_CPU_FORCE_SSE3 0 +#define CV_CPU_HAS_SUPPORT_SSE3 (cv::checkHardwareSupport(CV_CPU_SSE3)) +#define CV_CPU_CALL_SSE3(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE3) \ + return (opt_SSE3::fn args) +#define CV_CPU_CALL_SSE3_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE3) \ + return (opt_SSE3::fn args) +#else +#define CV_TRY_SSE3 0 +#define CV_CPU_FORCE_SSE3 0 +#define CV_CPU_HAS_SUPPORT_SSE3 0 +#define CV_CPU_CALL_SSE3(fn, args) +#define CV_CPU_CALL_SSE3_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_SSE3(fn, args, mode, ...) \ + CV_CPU_CALL_SSE3(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_SSSE3 +#define CV_TRY_SSSE3 1 +#define CV_CPU_FORCE_SSSE3 1 +#define CV_CPU_HAS_SUPPORT_SSSE3 1 +#define CV_CPU_CALL_SSSE3(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_SSSE3_(fn, args) return (opt_SSSE3::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_SSSE3 +#define CV_TRY_SSSE3 1 +#define CV_CPU_FORCE_SSSE3 0 +#define CV_CPU_HAS_SUPPORT_SSSE3 (cv::checkHardwareSupport(CV_CPU_SSSE3)) +#define CV_CPU_CALL_SSSE3(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSSE3) \ + return (opt_SSSE3::fn args) +#define CV_CPU_CALL_SSSE3_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSSE3) \ + return (opt_SSSE3::fn args) +#else +#define CV_TRY_SSSE3 0 +#define CV_CPU_FORCE_SSSE3 0 +#define CV_CPU_HAS_SUPPORT_SSSE3 0 +#define CV_CPU_CALL_SSSE3(fn, args) +#define CV_CPU_CALL_SSSE3_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_SSSE3(fn, args, mode, ...) \ + CV_CPU_CALL_SSSE3(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_SSE4_1 +#define CV_TRY_SSE4_1 1 +#define CV_CPU_FORCE_SSE4_1 1 +#define CV_CPU_HAS_SUPPORT_SSE4_1 1 +#define CV_CPU_CALL_SSE4_1(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_SSE4_1_(fn, args) return (opt_SSE4_1::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_SSE4_1 +#define CV_TRY_SSE4_1 1 +#define CV_CPU_FORCE_SSE4_1 0 +#define CV_CPU_HAS_SUPPORT_SSE4_1 (cv::checkHardwareSupport(CV_CPU_SSE4_1)) +#define CV_CPU_CALL_SSE4_1(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE4_1) \ + return (opt_SSE4_1::fn args) +#define CV_CPU_CALL_SSE4_1_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE4_1) \ + return (opt_SSE4_1::fn args) +#else +#define CV_TRY_SSE4_1 0 +#define CV_CPU_FORCE_SSE4_1 0 +#define CV_CPU_HAS_SUPPORT_SSE4_1 0 +#define CV_CPU_CALL_SSE4_1(fn, args) +#define CV_CPU_CALL_SSE4_1_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_SSE4_1(fn, args, mode, ...) \ + CV_CPU_CALL_SSE4_1(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_SSE4_2 +#define CV_TRY_SSE4_2 1 +#define CV_CPU_FORCE_SSE4_2 1 +#define CV_CPU_HAS_SUPPORT_SSE4_2 1 +#define CV_CPU_CALL_SSE4_2(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_SSE4_2_(fn, args) return (opt_SSE4_2::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_SSE4_2 +#define CV_TRY_SSE4_2 1 +#define CV_CPU_FORCE_SSE4_2 0 +#define CV_CPU_HAS_SUPPORT_SSE4_2 (cv::checkHardwareSupport(CV_CPU_SSE4_2)) +#define CV_CPU_CALL_SSE4_2(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE4_2) \ + return (opt_SSE4_2::fn args) +#define CV_CPU_CALL_SSE4_2_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_SSE4_2) \ + return (opt_SSE4_2::fn args) +#else +#define CV_TRY_SSE4_2 0 +#define CV_CPU_FORCE_SSE4_2 0 +#define CV_CPU_HAS_SUPPORT_SSE4_2 0 +#define CV_CPU_CALL_SSE4_2(fn, args) +#define CV_CPU_CALL_SSE4_2_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_SSE4_2(fn, args, mode, ...) \ + CV_CPU_CALL_SSE4_2(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_POPCNT +#define CV_TRY_POPCNT 1 +#define CV_CPU_FORCE_POPCNT 1 +#define CV_CPU_HAS_SUPPORT_POPCNT 1 +#define CV_CPU_CALL_POPCNT(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_POPCNT_(fn, args) return (opt_POPCNT::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_POPCNT +#define CV_TRY_POPCNT 1 +#define CV_CPU_FORCE_POPCNT 0 +#define CV_CPU_HAS_SUPPORT_POPCNT (cv::checkHardwareSupport(CV_CPU_POPCNT)) +#define CV_CPU_CALL_POPCNT(fn, args) \ + if (CV_CPU_HAS_SUPPORT_POPCNT) \ + return (opt_POPCNT::fn args) +#define CV_CPU_CALL_POPCNT_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_POPCNT) \ + return (opt_POPCNT::fn args) +#else +#define CV_TRY_POPCNT 0 +#define CV_CPU_FORCE_POPCNT 0 +#define CV_CPU_HAS_SUPPORT_POPCNT 0 +#define CV_CPU_CALL_POPCNT(fn, args) +#define CV_CPU_CALL_POPCNT_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_POPCNT(fn, args, mode, ...) \ + CV_CPU_CALL_POPCNT(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX +#define CV_TRY_AVX 1 +#define CV_CPU_FORCE_AVX 1 +#define CV_CPU_HAS_SUPPORT_AVX 1 +#define CV_CPU_CALL_AVX(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX_(fn, args) return (opt_AVX::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX +#define CV_TRY_AVX 1 +#define CV_CPU_FORCE_AVX 0 +#define CV_CPU_HAS_SUPPORT_AVX (cv::checkHardwareSupport(CV_CPU_AVX)) +#define CV_CPU_CALL_AVX(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX) \ + return (opt_AVX::fn args) +#define CV_CPU_CALL_AVX_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX) \ + return (opt_AVX::fn args) +#else +#define CV_TRY_AVX 0 +#define CV_CPU_FORCE_AVX 0 +#define CV_CPU_HAS_SUPPORT_AVX 0 +#define CV_CPU_CALL_AVX(fn, args) +#define CV_CPU_CALL_AVX_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX(fn, args, mode, ...) \ + CV_CPU_CALL_AVX(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_FP16 +#define CV_TRY_FP16 1 +#define CV_CPU_FORCE_FP16 1 +#define CV_CPU_HAS_SUPPORT_FP16 1 +#define CV_CPU_CALL_FP16(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_FP16_(fn, args) return (opt_FP16::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_FP16 +#define CV_TRY_FP16 1 +#define CV_CPU_FORCE_FP16 0 +#define CV_CPU_HAS_SUPPORT_FP16 (cv::checkHardwareSupport(CV_CPU_FP16)) +#define CV_CPU_CALL_FP16(fn, args) \ + if (CV_CPU_HAS_SUPPORT_FP16) \ + return (opt_FP16::fn args) +#define CV_CPU_CALL_FP16_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_FP16) \ + return (opt_FP16::fn args) +#else +#define CV_TRY_FP16 0 +#define CV_CPU_FORCE_FP16 0 +#define CV_CPU_HAS_SUPPORT_FP16 0 +#define CV_CPU_CALL_FP16(fn, args) +#define CV_CPU_CALL_FP16_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_FP16(fn, args, mode, ...) \ + CV_CPU_CALL_FP16(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX2 +#define CV_TRY_AVX2 1 +#define CV_CPU_FORCE_AVX2 1 +#define CV_CPU_HAS_SUPPORT_AVX2 1 +#define CV_CPU_CALL_AVX2(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX2_(fn, args) return (opt_AVX2::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX2 +#define CV_TRY_AVX2 1 +#define CV_CPU_FORCE_AVX2 0 +#define CV_CPU_HAS_SUPPORT_AVX2 (cv::checkHardwareSupport(CV_CPU_AVX2)) +#define CV_CPU_CALL_AVX2(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX2) \ + return (opt_AVX2::fn args) +#define CV_CPU_CALL_AVX2_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX2) \ + return (opt_AVX2::fn args) +#else +#define CV_TRY_AVX2 0 +#define CV_CPU_FORCE_AVX2 0 +#define CV_CPU_HAS_SUPPORT_AVX2 0 +#define CV_CPU_CALL_AVX2(fn, args) +#define CV_CPU_CALL_AVX2_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX2(fn, args, mode, ...) \ + CV_CPU_CALL_AVX2(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_FMA3 +#define CV_TRY_FMA3 1 +#define CV_CPU_FORCE_FMA3 1 +#define CV_CPU_HAS_SUPPORT_FMA3 1 +#define CV_CPU_CALL_FMA3(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_FMA3_(fn, args) return (opt_FMA3::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_FMA3 +#define CV_TRY_FMA3 1 +#define CV_CPU_FORCE_FMA3 0 +#define CV_CPU_HAS_SUPPORT_FMA3 (cv::checkHardwareSupport(CV_CPU_FMA3)) +#define CV_CPU_CALL_FMA3(fn, args) \ + if (CV_CPU_HAS_SUPPORT_FMA3) \ + return (opt_FMA3::fn args) +#define CV_CPU_CALL_FMA3_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_FMA3) \ + return (opt_FMA3::fn args) +#else +#define CV_TRY_FMA3 0 +#define CV_CPU_FORCE_FMA3 0 +#define CV_CPU_HAS_SUPPORT_FMA3 0 +#define CV_CPU_CALL_FMA3(fn, args) +#define CV_CPU_CALL_FMA3_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_FMA3(fn, args, mode, ...) \ + CV_CPU_CALL_FMA3(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX_512F +#define CV_TRY_AVX_512F 1 +#define CV_CPU_FORCE_AVX_512F 1 +#define CV_CPU_HAS_SUPPORT_AVX_512F 1 +#define CV_CPU_CALL_AVX_512F(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX_512F_(fn, args) return (opt_AVX_512F::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX_512F +#define CV_TRY_AVX_512F 1 +#define CV_CPU_FORCE_AVX_512F 0 +#define CV_CPU_HAS_SUPPORT_AVX_512F (cv::checkHardwareSupport(CV_CPU_AVX_512F)) +#define CV_CPU_CALL_AVX_512F(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX_512F) \ + return (opt_AVX_512F::fn args) +#define CV_CPU_CALL_AVX_512F_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX_512F) \ + return (opt_AVX_512F::fn args) +#else +#define CV_TRY_AVX_512F 0 +#define CV_CPU_FORCE_AVX_512F 0 +#define CV_CPU_HAS_SUPPORT_AVX_512F 0 +#define CV_CPU_CALL_AVX_512F(fn, args) +#define CV_CPU_CALL_AVX_512F_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX_512F(fn, args, mode, ...) \ + CV_CPU_CALL_AVX_512F(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX512_COMMON +#define CV_TRY_AVX512_COMMON 1 +#define CV_CPU_FORCE_AVX512_COMMON 1 +#define CV_CPU_HAS_SUPPORT_AVX512_COMMON 1 +#define CV_CPU_CALL_AVX512_COMMON(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX512_COMMON_(fn, args) return (opt_AVX512_COMMON::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX512_COMMON +#define CV_TRY_AVX512_COMMON 1 +#define CV_CPU_FORCE_AVX512_COMMON 0 +#define CV_CPU_HAS_SUPPORT_AVX512_COMMON \ + (cv::checkHardwareSupport(CV_CPU_AVX512_COMMON)) +#define CV_CPU_CALL_AVX512_COMMON(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_COMMON) \ + return (opt_AVX512_COMMON::fn args) +#define CV_CPU_CALL_AVX512_COMMON_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_COMMON) \ + return (opt_AVX512_COMMON::fn args) +#else +#define CV_TRY_AVX512_COMMON 0 +#define CV_CPU_FORCE_AVX512_COMMON 0 +#define CV_CPU_HAS_SUPPORT_AVX512_COMMON 0 +#define CV_CPU_CALL_AVX512_COMMON(fn, args) +#define CV_CPU_CALL_AVX512_COMMON_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX512_COMMON(fn, args, mode, ...) \ + CV_CPU_CALL_AVX512_COMMON(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX512_KNL +#define CV_TRY_AVX512_KNL 1 +#define CV_CPU_FORCE_AVX512_KNL 1 +#define CV_CPU_HAS_SUPPORT_AVX512_KNL 1 +#define CV_CPU_CALL_AVX512_KNL(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX512_KNL_(fn, args) return (opt_AVX512_KNL::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX512_KNL +#define CV_TRY_AVX512_KNL 1 +#define CV_CPU_FORCE_AVX512_KNL 0 +#define CV_CPU_HAS_SUPPORT_AVX512_KNL \ + (cv::checkHardwareSupport(CV_CPU_AVX512_KNL)) +#define CV_CPU_CALL_AVX512_KNL(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_KNL) \ + return (opt_AVX512_KNL::fn args) +#define CV_CPU_CALL_AVX512_KNL_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_KNL) \ + return (opt_AVX512_KNL::fn args) +#else +#define CV_TRY_AVX512_KNL 0 +#define CV_CPU_FORCE_AVX512_KNL 0 +#define CV_CPU_HAS_SUPPORT_AVX512_KNL 0 +#define CV_CPU_CALL_AVX512_KNL(fn, args) +#define CV_CPU_CALL_AVX512_KNL_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX512_KNL(fn, args, mode, ...) \ + CV_CPU_CALL_AVX512_KNL(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX512_KNM +#define CV_TRY_AVX512_KNM 1 +#define CV_CPU_FORCE_AVX512_KNM 1 +#define CV_CPU_HAS_SUPPORT_AVX512_KNM 1 +#define CV_CPU_CALL_AVX512_KNM(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX512_KNM_(fn, args) return (opt_AVX512_KNM::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX512_KNM +#define CV_TRY_AVX512_KNM 1 +#define CV_CPU_FORCE_AVX512_KNM 0 +#define CV_CPU_HAS_SUPPORT_AVX512_KNM \ + (cv::checkHardwareSupport(CV_CPU_AVX512_KNM)) +#define CV_CPU_CALL_AVX512_KNM(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_KNM) \ + return (opt_AVX512_KNM::fn args) +#define CV_CPU_CALL_AVX512_KNM_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_KNM) \ + return (opt_AVX512_KNM::fn args) +#else +#define CV_TRY_AVX512_KNM 0 +#define CV_CPU_FORCE_AVX512_KNM 0 +#define CV_CPU_HAS_SUPPORT_AVX512_KNM 0 +#define CV_CPU_CALL_AVX512_KNM(fn, args) +#define CV_CPU_CALL_AVX512_KNM_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX512_KNM(fn, args, mode, ...) \ + CV_CPU_CALL_AVX512_KNM(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX512_SKX +#define CV_TRY_AVX512_SKX 1 +#define CV_CPU_FORCE_AVX512_SKX 1 +#define CV_CPU_HAS_SUPPORT_AVX512_SKX 1 +#define CV_CPU_CALL_AVX512_SKX(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX512_SKX_(fn, args) return (opt_AVX512_SKX::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX512_SKX +#define CV_TRY_AVX512_SKX 1 +#define CV_CPU_FORCE_AVX512_SKX 0 +#define CV_CPU_HAS_SUPPORT_AVX512_SKX \ + (cv::checkHardwareSupport(CV_CPU_AVX512_SKX)) +#define CV_CPU_CALL_AVX512_SKX(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_SKX) \ + return (opt_AVX512_SKX::fn args) +#define CV_CPU_CALL_AVX512_SKX_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_SKX) \ + return (opt_AVX512_SKX::fn args) +#else +#define CV_TRY_AVX512_SKX 0 +#define CV_CPU_FORCE_AVX512_SKX 0 +#define CV_CPU_HAS_SUPPORT_AVX512_SKX 0 +#define CV_CPU_CALL_AVX512_SKX(fn, args) +#define CV_CPU_CALL_AVX512_SKX_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX512_SKX(fn, args, mode, ...) \ + CV_CPU_CALL_AVX512_SKX(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX512_CNL +#define CV_TRY_AVX512_CNL 1 +#define CV_CPU_FORCE_AVX512_CNL 1 +#define CV_CPU_HAS_SUPPORT_AVX512_CNL 1 +#define CV_CPU_CALL_AVX512_CNL(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX512_CNL_(fn, args) return (opt_AVX512_CNL::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX512_CNL +#define CV_TRY_AVX512_CNL 1 +#define CV_CPU_FORCE_AVX512_CNL 0 +#define CV_CPU_HAS_SUPPORT_AVX512_CNL \ + (cv::checkHardwareSupport(CV_CPU_AVX512_CNL)) +#define CV_CPU_CALL_AVX512_CNL(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_CNL) \ + return (opt_AVX512_CNL::fn args) +#define CV_CPU_CALL_AVX512_CNL_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_CNL) \ + return (opt_AVX512_CNL::fn args) +#else +#define CV_TRY_AVX512_CNL 0 +#define CV_CPU_FORCE_AVX512_CNL 0 +#define CV_CPU_HAS_SUPPORT_AVX512_CNL 0 +#define CV_CPU_CALL_AVX512_CNL(fn, args) +#define CV_CPU_CALL_AVX512_CNL_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX512_CNL(fn, args, mode, ...) \ + CV_CPU_CALL_AVX512_CNL(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX512_CLX +#define CV_TRY_AVX512_CLX 1 +#define CV_CPU_FORCE_AVX512_CLX 1 +#define CV_CPU_HAS_SUPPORT_AVX512_CLX 1 +#define CV_CPU_CALL_AVX512_CLX(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX512_CLX_(fn, args) return (opt_AVX512_CLX::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX512_CLX +#define CV_TRY_AVX512_CLX 1 +#define CV_CPU_FORCE_AVX512_CLX 0 +#define CV_CPU_HAS_SUPPORT_AVX512_CLX \ + (cv::checkHardwareSupport(CV_CPU_AVX512_CLX)) +#define CV_CPU_CALL_AVX512_CLX(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_CLX) \ + return (opt_AVX512_CLX::fn args) +#define CV_CPU_CALL_AVX512_CLX_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_CLX) \ + return (opt_AVX512_CLX::fn args) +#else +#define CV_TRY_AVX512_CLX 0 +#define CV_CPU_FORCE_AVX512_CLX 0 +#define CV_CPU_HAS_SUPPORT_AVX512_CLX 0 +#define CV_CPU_CALL_AVX512_CLX(fn, args) +#define CV_CPU_CALL_AVX512_CLX_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX512_CLX(fn, args, mode, ...) \ + CV_CPU_CALL_AVX512_CLX(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_AVX512_ICL +#define CV_TRY_AVX512_ICL 1 +#define CV_CPU_FORCE_AVX512_ICL 1 +#define CV_CPU_HAS_SUPPORT_AVX512_ICL 1 +#define CV_CPU_CALL_AVX512_ICL(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_AVX512_ICL_(fn, args) return (opt_AVX512_ICL::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_AVX512_ICL +#define CV_TRY_AVX512_ICL 1 +#define CV_CPU_FORCE_AVX512_ICL 0 +#define CV_CPU_HAS_SUPPORT_AVX512_ICL \ + (cv::checkHardwareSupport(CV_CPU_AVX512_ICL)) +#define CV_CPU_CALL_AVX512_ICL(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_ICL) \ + return (opt_AVX512_ICL::fn args) +#define CV_CPU_CALL_AVX512_ICL_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_AVX512_ICL) \ + return (opt_AVX512_ICL::fn args) +#else +#define CV_TRY_AVX512_ICL 0 +#define CV_CPU_FORCE_AVX512_ICL 0 +#define CV_CPU_HAS_SUPPORT_AVX512_ICL 0 +#define CV_CPU_CALL_AVX512_ICL(fn, args) +#define CV_CPU_CALL_AVX512_ICL_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_AVX512_ICL(fn, args, mode, ...) \ + CV_CPU_CALL_AVX512_ICL(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_NEON +#define CV_TRY_NEON 1 +#define CV_CPU_FORCE_NEON 1 +#define CV_CPU_HAS_SUPPORT_NEON 1 +#define CV_CPU_CALL_NEON(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_NEON_(fn, args) return (opt_NEON::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_NEON +#define CV_TRY_NEON 1 +#define CV_CPU_FORCE_NEON 0 +#define CV_CPU_HAS_SUPPORT_NEON (cv::checkHardwareSupport(CV_CPU_NEON)) +#define CV_CPU_CALL_NEON(fn, args) \ + if (CV_CPU_HAS_SUPPORT_NEON) \ + return (opt_NEON::fn args) +#define CV_CPU_CALL_NEON_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_NEON) \ + return (opt_NEON::fn args) +#else +#define CV_TRY_NEON 0 +#define CV_CPU_FORCE_NEON 0 +#define CV_CPU_HAS_SUPPORT_NEON 0 +#define CV_CPU_CALL_NEON(fn, args) +#define CV_CPU_CALL_NEON_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_NEON(fn, args, mode, ...) \ + CV_CPU_CALL_NEON(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_NEON_DOTPROD +#define CV_TRY_NEON_DOTPROD 1 +#define CV_CPU_FORCE_NEON_DOTPROD 1 +#define CV_CPU_HAS_SUPPORT_NEON_DOTPROD 1 +#define CV_CPU_CALL_NEON_DOTPROD(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_NEON_DOTPROD_(fn, args) return (opt_NEON_DOTPROD::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_NEON_DOTPROD +#define CV_TRY_NEON_DOTPROD 1 +#define CV_CPU_FORCE_NEON_DOTPROD 0 +#define CV_CPU_HAS_SUPPORT_NEON_DOTPROD \ + (cv::checkHardwareSupport(CV_CPU_NEON_DOTPROD)) +#define CV_CPU_CALL_NEON_DOTPROD(fn, args) \ + if (CV_CPU_HAS_SUPPORT_NEON_DOTPROD) \ + return (opt_NEON_DOTPROD::fn args) +#define CV_CPU_CALL_NEON_DOTPROD_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_NEON_DOTPROD) \ + return (opt_NEON_DOTPROD::fn args) +#else +#define CV_TRY_NEON_DOTPROD 0 +#define CV_CPU_FORCE_NEON_DOTPROD 0 +#define CV_CPU_HAS_SUPPORT_NEON_DOTPROD 0 +#define CV_CPU_CALL_NEON_DOTPROD(fn, args) +#define CV_CPU_CALL_NEON_DOTPROD_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_NEON_DOTPROD(fn, args, mode, ...) \ + CV_CPU_CALL_NEON_DOTPROD(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_NEON_FP16 +#define CV_TRY_NEON_FP16 1 +#define CV_CPU_FORCE_NEON_FP16 1 +#define CV_CPU_HAS_SUPPORT_NEON_FP16 1 +#define CV_CPU_CALL_NEON_FP16(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_NEON_FP16_(fn, args) return (opt_NEON_FP16::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_NEON_FP16 +#define CV_TRY_NEON_FP16 1 +#define CV_CPU_FORCE_NEON_FP16 0 +#define CV_CPU_HAS_SUPPORT_NEON_FP16 \ + (cv::checkHardwareSupport(CV_CPU_NEON_FP16)) +#define CV_CPU_CALL_NEON_FP16(fn, args) \ + if (CV_CPU_HAS_SUPPORT_NEON_FP16) \ + return (opt_NEON_FP16::fn args) +#define CV_CPU_CALL_NEON_FP16_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_NEON_FP16) \ + return (opt_NEON_FP16::fn args) +#else +#define CV_TRY_NEON_FP16 0 +#define CV_CPU_FORCE_NEON_FP16 0 +#define CV_CPU_HAS_SUPPORT_NEON_FP16 0 +#define CV_CPU_CALL_NEON_FP16(fn, args) +#define CV_CPU_CALL_NEON_FP16_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_NEON_FP16(fn, args, mode, ...) \ + CV_CPU_CALL_NEON_FP16(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_NEON_BF16 +#define CV_TRY_NEON_BF16 1 +#define CV_CPU_FORCE_NEON_BF16 1 +#define CV_CPU_HAS_SUPPORT_NEON_BF16 1 +#define CV_CPU_CALL_NEON_BF16(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_NEON_BF16_(fn, args) return (opt_NEON_BF16::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_NEON_BF16 +#define CV_TRY_NEON_BF16 1 +#define CV_CPU_FORCE_NEON_BF16 0 +#define CV_CPU_HAS_SUPPORT_NEON_BF16 \ + (cv::checkHardwareSupport(CV_CPU_NEON_BF16)) +#define CV_CPU_CALL_NEON_BF16(fn, args) \ + if (CV_CPU_HAS_SUPPORT_NEON_BF16) \ + return (opt_NEON_BF16::fn args) +#define CV_CPU_CALL_NEON_BF16_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_NEON_BF16) \ + return (opt_NEON_BF16::fn args) +#else +#define CV_TRY_NEON_BF16 0 +#define CV_CPU_FORCE_NEON_BF16 0 +#define CV_CPU_HAS_SUPPORT_NEON_BF16 0 +#define CV_CPU_CALL_NEON_BF16(fn, args) +#define CV_CPU_CALL_NEON_BF16_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_NEON_BF16(fn, args, mode, ...) \ + CV_CPU_CALL_NEON_BF16(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_MSA +#define CV_TRY_MSA 1 +#define CV_CPU_FORCE_MSA 1 +#define CV_CPU_HAS_SUPPORT_MSA 1 +#define CV_CPU_CALL_MSA(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_MSA_(fn, args) return (opt_MSA::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_MSA +#define CV_TRY_MSA 1 +#define CV_CPU_FORCE_MSA 0 +#define CV_CPU_HAS_SUPPORT_MSA (cv::checkHardwareSupport(CV_CPU_MSA)) +#define CV_CPU_CALL_MSA(fn, args) \ + if (CV_CPU_HAS_SUPPORT_MSA) \ + return (opt_MSA::fn args) +#define CV_CPU_CALL_MSA_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_MSA) \ + return (opt_MSA::fn args) +#else +#define CV_TRY_MSA 0 +#define CV_CPU_FORCE_MSA 0 +#define CV_CPU_HAS_SUPPORT_MSA 0 +#define CV_CPU_CALL_MSA(fn, args) +#define CV_CPU_CALL_MSA_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_MSA(fn, args, mode, ...) \ + CV_CPU_CALL_MSA(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_VSX +#define CV_TRY_VSX 1 +#define CV_CPU_FORCE_VSX 1 +#define CV_CPU_HAS_SUPPORT_VSX 1 +#define CV_CPU_CALL_VSX(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_VSX_(fn, args) return (opt_VSX::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_VSX +#define CV_TRY_VSX 1 +#define CV_CPU_FORCE_VSX 0 +#define CV_CPU_HAS_SUPPORT_VSX (cv::checkHardwareSupport(CV_CPU_VSX)) +#define CV_CPU_CALL_VSX(fn, args) \ + if (CV_CPU_HAS_SUPPORT_VSX) \ + return (opt_VSX::fn args) +#define CV_CPU_CALL_VSX_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_VSX) \ + return (opt_VSX::fn args) +#else +#define CV_TRY_VSX 0 +#define CV_CPU_FORCE_VSX 0 +#define CV_CPU_HAS_SUPPORT_VSX 0 +#define CV_CPU_CALL_VSX(fn, args) +#define CV_CPU_CALL_VSX_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_VSX(fn, args, mode, ...) \ + CV_CPU_CALL_VSX(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_VSX3 +#define CV_TRY_VSX3 1 +#define CV_CPU_FORCE_VSX3 1 +#define CV_CPU_HAS_SUPPORT_VSX3 1 +#define CV_CPU_CALL_VSX3(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_VSX3_(fn, args) return (opt_VSX3::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_VSX3 +#define CV_TRY_VSX3 1 +#define CV_CPU_FORCE_VSX3 0 +#define CV_CPU_HAS_SUPPORT_VSX3 (cv::checkHardwareSupport(CV_CPU_VSX3)) +#define CV_CPU_CALL_VSX3(fn, args) \ + if (CV_CPU_HAS_SUPPORT_VSX3) \ + return (opt_VSX3::fn args) +#define CV_CPU_CALL_VSX3_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_VSX3) \ + return (opt_VSX3::fn args) +#else +#define CV_TRY_VSX3 0 +#define CV_CPU_FORCE_VSX3 0 +#define CV_CPU_HAS_SUPPORT_VSX3 0 +#define CV_CPU_CALL_VSX3(fn, args) +#define CV_CPU_CALL_VSX3_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_VSX3(fn, args, mode, ...) \ + CV_CPU_CALL_VSX3(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_RVV +#define CV_TRY_RVV 1 +#define CV_CPU_FORCE_RVV 1 +#define CV_CPU_HAS_SUPPORT_RVV 1 +#define CV_CPU_CALL_RVV(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_RVV_(fn, args) return (opt_RVV::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_RVV +#define CV_TRY_RVV 1 +#define CV_CPU_FORCE_RVV 0 +#define CV_CPU_HAS_SUPPORT_RVV (cv::checkHardwareSupport(CV_CPU_RVV)) +#define CV_CPU_CALL_RVV(fn, args) \ + if (CV_CPU_HAS_SUPPORT_RVV) \ + return (opt_RVV::fn args) +#define CV_CPU_CALL_RVV_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_RVV) \ + return (opt_RVV::fn args) +#else +#define CV_TRY_RVV 0 +#define CV_CPU_FORCE_RVV 0 +#define CV_CPU_HAS_SUPPORT_RVV 0 +#define CV_CPU_CALL_RVV(fn, args) +#define CV_CPU_CALL_RVV_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_RVV(fn, args, mode, ...) \ + CV_CPU_CALL_RVV(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_LSX +#define CV_TRY_LSX 1 +#define CV_CPU_FORCE_LSX 1 +#define CV_CPU_HAS_SUPPORT_LSX 1 +#define CV_CPU_CALL_LSX(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_LSX_(fn, args) return (opt_LSX::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_LSX +#define CV_TRY_LSX 1 +#define CV_CPU_FORCE_LSX 0 +#define CV_CPU_HAS_SUPPORT_LSX (cv::checkHardwareSupport(CV_CPU_LSX)) +#define CV_CPU_CALL_LSX(fn, args) \ + if (CV_CPU_HAS_SUPPORT_LSX) \ + return (opt_LSX::fn args) +#define CV_CPU_CALL_LSX_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_LSX) \ + return (opt_LSX::fn args) +#else +#define CV_TRY_LSX 0 +#define CV_CPU_FORCE_LSX 0 +#define CV_CPU_HAS_SUPPORT_LSX 0 +#define CV_CPU_CALL_LSX(fn, args) +#define CV_CPU_CALL_LSX_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_LSX(fn, args, mode, ...) \ + CV_CPU_CALL_LSX(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#if !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_COMPILE_LASX +#define CV_TRY_LASX 1 +#define CV_CPU_FORCE_LASX 1 +#define CV_CPU_HAS_SUPPORT_LASX 1 +#define CV_CPU_CALL_LASX(fn, args) return (cpu_baseline::fn args) +#define CV_CPU_CALL_LASX_(fn, args) return (opt_LASX::fn args) +#elif !defined CV_DISABLE_OPTIMIZATION && defined CV_ENABLE_INTRINSICS && \ + defined CV_CPU_DISPATCH_COMPILE_LASX +#define CV_TRY_LASX 1 +#define CV_CPU_FORCE_LASX 0 +#define CV_CPU_HAS_SUPPORT_LASX (cv::checkHardwareSupport(CV_CPU_LASX)) +#define CV_CPU_CALL_LASX(fn, args) \ + if (CV_CPU_HAS_SUPPORT_LASX) \ + return (opt_LASX::fn args) +#define CV_CPU_CALL_LASX_(fn, args) \ + if (CV_CPU_HAS_SUPPORT_LASX) \ + return (opt_LASX::fn args) +#else +#define CV_TRY_LASX 0 +#define CV_CPU_FORCE_LASX 0 +#define CV_CPU_HAS_SUPPORT_LASX 0 +#define CV_CPU_CALL_LASX(fn, args) +#define CV_CPU_CALL_LASX_(fn, args) +#endif +#define __CV_CPU_DISPATCH_CHAIN_LASX(fn, args, mode, ...) \ + CV_CPU_CALL_LASX(fn, args); \ + __CV_EXPAND(__CV_CPU_DISPATCH_CHAIN_##mode(fn, args, __VA_ARGS__)) + +#define CV_CPU_CALL_BASELINE(fn, args) return (cpu_baseline::fn args) +#define __CV_CPU_DISPATCH_CHAIN_BASELINE(fn, args, mode, ...) \ + CV_CPU_CALL_BASELINE(fn, args) /* last in sequence */ diff --git a/third-party/include/opencv2/core/cvdef.h b/third-party/include/opencv2/core/cvdef.h new file mode 100644 index 000000000..105a4c338 --- /dev/null +++ b/third-party/include/opencv2/core/cvdef.h @@ -0,0 +1,1003 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this +license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2000-2008, Intel Corporation, all rights reserved. +// Copyright (C) 2009, Willow Garage Inc., all rights reserved. +// Copyright (C) 2013, OpenCV Foundation, all rights reserved. +// Copyright (C) 2015, Itseez Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// Redistribution and use in source and binary forms, with or without +modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright +notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote +products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" +and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are +disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any +direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifndef OPENCV_CORE_CVDEF_H +#define OPENCV_CORE_CVDEF_H + +#include "opencv2/core/version.hpp" + +//! @addtogroup core_utils +//! @{ + +#ifdef OPENCV_INCLUDE_PORT_FILE // User-provided header file with custom + // platform configuration +#include OPENCV_INCLUDE_PORT_FILE +#endif + +#if !defined CV_DOXYGEN && !defined CV_IGNORE_DEBUG_BUILD_GUARD +#if (defined(_MSC_VER) && (defined(DEBUG) || defined(_DEBUG))) || \ + (defined(_GLIBCXX_DEBUG) || defined(_GLIBCXX_DEBUG_PEDANTIC)) +// Guard to prevent using of binary incompatible binaries / runtimes +// https://github.com/opencv/opencv/pull/9161 +#define CV__DEBUG_NS_BEGIN namespace debug_build_guard { +#define CV__DEBUG_NS_END } +namespace cv { +namespace debug_build_guard {} +using namespace debug_build_guard; +} // namespace cv +#endif +#endif + +#ifndef CV__DEBUG_NS_BEGIN +#define CV__DEBUG_NS_BEGIN +#define CV__DEBUG_NS_END +#endif + +#ifdef __OPENCV_BUILD +#include "cvconfig.h" +#endif + +#ifndef __CV_EXPAND +#define __CV_EXPAND(x) x +#endif + +#ifndef __CV_CAT +#define __CV_CAT__(x, y) x##y +#define __CV_CAT_(x, y) __CV_CAT__(x, y) +#define __CV_CAT(x, y) __CV_CAT_(x, y) +#endif + +#define __CV_VA_NUM_ARGS_HELPER(_1, _2, _3, _4, _5, _6, _7, _8, _9, _10, N, \ + ...) \ + N +#define __CV_VA_NUM_ARGS(...) \ + __CV_EXPAND( \ + __CV_VA_NUM_ARGS_HELPER(__VA_ARGS__, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0)) + +#ifdef CV_Func +// keep current value (through OpenCV port file) +#elif defined __GNUC__ || (defined(__cpluscplus) && (__cpluscplus >= 201103)) +#define CV_Func __func__ +#elif defined __clang__ && (__clang_minor__ * 100 + __clang_major__ >= 305) +#define CV_Func __func__ +#elif defined(__STDC_VERSION__) && (__STDC_VERSION >= 199901) +#define CV_Func __func__ +#elif defined _MSC_VER +#define CV_Func __FUNCTION__ +#elif defined(__INTEL_COMPILER) && (_INTEL_COMPILER >= 600) +#define CV_Func __FUNCTION__ +#elif defined __IBMCPP__ && __IBMCPP__ >= 500 +#define CV_Func __FUNCTION__ +#elif defined __BORLAND__ && (__BORLANDC__ >= 0x550) +#define CV_Func __FUNC__ +#else +#define CV_Func "" +#endif + +//! @cond IGNORED + +//////////////// static assert ///////////////// +#define CVAUX_CONCAT_EXP(a, b) a##b +#define CVAUX_CONCAT(a, b) CVAUX_CONCAT_EXP(a, b) + +#if defined(__clang__) +#ifndef __has_extension +#define __has_extension \ + __has_feature /* compatibility, for older versions of clang */ +#endif +#if __has_extension(cxx_static_assert) +#define CV_StaticAssert(condition, reason) \ + static_assert((condition), reason " " #condition) +#elif __has_extension(c_static_assert) +#define CV_StaticAssert(condition, reason) \ + _Static_assert((condition), reason " " #condition) +#endif +#elif defined(__GNUC__) +#if (defined(__GXX_EXPERIMENTAL_CXX0X__) || __cplusplus >= 201103L) +#define CV_StaticAssert(condition, reason) \ + static_assert((condition), reason " " #condition) +#endif +#elif defined(_MSC_VER) +#if _MSC_VER >= 1600 /* MSVC 10 */ +#define CV_StaticAssert(condition, reason) \ + static_assert((condition), reason " " #condition) +#endif +#endif +#ifndef CV_StaticAssert +#if !defined(__clang__) && defined(__GNUC__) && \ + (__GNUC__ * 100 + __GNUC_MINOR__ > 302) +#define CV_StaticAssert(condition, reason) \ + ({ \ + extern int \ + __attribute__((error("CV_StaticAssert: " reason " " #condition))) \ + CV_StaticAssert(); \ + ((condition) ? 0 : CV_StaticAssert()); \ + }) +#else +namespace cv { +template struct CV_StaticAssert_failed; +template <> struct CV_StaticAssert_failed { + enum { val = 1 }; +}; +template struct CV_StaticAssert_test {}; +} // namespace cv +#define CV_StaticAssert(condition, reason) \ + typedef cv::CV_StaticAssert_test(condition)>)> \ + CVAUX_CONCAT(CV_StaticAssert_failed_at_, __LINE__) +#endif +#endif + +// Suppress warning "-Wdeprecated-declarations" / C4996 +#if defined(_MSC_VER) +#define CV_DO_PRAGMA(x) __pragma(x) +#elif defined(__GNUC__) +#define CV_DO_PRAGMA(x) _Pragma(#x) +#else +#define CV_DO_PRAGMA(x) +#endif + +#ifdef _MSC_VER +#define CV_SUPPRESS_DEPRECATED_START \ + CV_DO_PRAGMA(warning(push)) \ + CV_DO_PRAGMA(warning(disable : 4996)) +#define CV_SUPPRESS_DEPRECATED_END CV_DO_PRAGMA(warning(pop)) +#elif defined(__clang__) || \ + ((__GNUC__) && (__GNUC__ * 100 + __GNUC_MINOR__ > 405)) +#define CV_SUPPRESS_DEPRECATED_START \ + CV_DO_PRAGMA(GCC diagnostic push) \ + CV_DO_PRAGMA(GCC diagnostic ignored "-Wdeprecated-declarations") +#define CV_SUPPRESS_DEPRECATED_END CV_DO_PRAGMA(GCC diagnostic pop) +#else +#define CV_SUPPRESS_DEPRECATED_START +#define CV_SUPPRESS_DEPRECATED_END +#endif + +#define CV_UNUSED(name) (void)name + +//! @endcond + +// undef problematic defines sometimes defined by system headers (windows.h in +// particular) +#undef small +#undef min +#undef max +#undef abs +#undef Complex + +#if defined __cplusplus +#include +#else +#include +#endif + +#include "opencv2/core/hal/interface.h" + +#if defined __ICL +#define CV_ICC __ICL +#elif defined __ICC +#define CV_ICC __ICC +#elif defined __ECL +#define CV_ICC __ECL +#elif defined __ECC +#define CV_ICC __ECC +#elif defined __INTEL_COMPILER +#define CV_ICC __INTEL_COMPILER +#endif + +#if defined _WIN32 +#define CV_CDECL __cdecl +#define CV_STDCALL __stdcall +#else +#define CV_CDECL +#define CV_STDCALL +#endif + +#ifndef CV_INLINE +#if defined __cplusplus +#define CV_INLINE static inline +#elif defined _MSC_VER +#define CV_INLINE __inline +#else +#define CV_INLINE static +#endif +#endif + +#ifndef CV_ALWAYS_INLINE +#if defined(__GNUC__) && \ + (__GNUC__ > 3 || (__GNUC__ == 3 && __GNUC_MINOR__ >= 1)) +#define CV_ALWAYS_INLINE inline __attribute__((always_inline)) +#elif defined(_MSC_VER) +#define CV_ALWAYS_INLINE __forceinline +#else +#define CV_ALWAYS_INLINE inline +#endif +#endif + +#if defined CV_DISABLE_OPTIMIZATION || \ + (defined CV_ICC && !defined CV_ENABLE_UNROLLED) +#define CV_ENABLE_UNROLLED 0 +#else +#define CV_ENABLE_UNROLLED 1 +#endif + +#ifdef __GNUC__ +#define CV_DECL_ALIGNED(x) __attribute__((aligned(x))) +#elif defined _MSC_VER +#define CV_DECL_ALIGNED(x) __declspec(align(x)) +#else +#define CV_DECL_ALIGNED(x) +#endif + +/* CPU features and intrinsics support */ +#define CV_CPU_NONE 0 +#define CV_CPU_MMX 1 +#define CV_CPU_SSE 2 +#define CV_CPU_SSE2 3 +#define CV_CPU_SSE3 4 +#define CV_CPU_SSSE3 5 +#define CV_CPU_SSE4_1 6 +#define CV_CPU_SSE4_2 7 +#define CV_CPU_POPCNT 8 +#define CV_CPU_FP16 9 +#define CV_CPU_AVX 10 +#define CV_CPU_AVX2 11 +#define CV_CPU_FMA3 12 + +#define CV_CPU_AVX_512F 13 +#define CV_CPU_AVX_512BW 14 +#define CV_CPU_AVX_512CD 15 +#define CV_CPU_AVX_512DQ 16 +#define CV_CPU_AVX_512ER 17 +#define CV_CPU_AVX_512IFMA512 18 // deprecated +#define CV_CPU_AVX_512IFMA 18 +#define CV_CPU_AVX_512PF 19 +#define CV_CPU_AVX_512VBMI 20 +#define CV_CPU_AVX_512VL 21 +#define CV_CPU_AVX_512VBMI2 22 +#define CV_CPU_AVX_512VNNI 23 +#define CV_CPU_AVX_512BITALG 24 +#define CV_CPU_AVX_512VPOPCNTDQ 25 +#define CV_CPU_AVX_5124VNNIW 26 +#define CV_CPU_AVX_5124FMAPS 27 + +#define CV_CPU_NEON 100 +#define CV_CPU_NEON_DOTPROD 101 +#define CV_CPU_NEON_FP16 102 +#define CV_CPU_NEON_BF16 103 + +#define CV_CPU_MSA 150 + +#define CV_CPU_RISCVV 170 + +#define CV_CPU_VSX 200 +#define CV_CPU_VSX3 201 + +#define CV_CPU_RVV 210 + +#define CV_CPU_LSX 230 +#define CV_CPU_LASX 231 + +// CPU features groups +#define CV_CPU_AVX512_SKX 256 +#define CV_CPU_AVX512_COMMON 257 +#define CV_CPU_AVX512_KNL 258 +#define CV_CPU_AVX512_KNM 259 +#define CV_CPU_AVX512_CNL 260 +#define CV_CPU_AVX512_CLX 261 +#define CV_CPU_AVX512_ICL 262 + +// when adding to this list remember to update the following enum +#define CV_HARDWARE_MAX_FEATURE 512 + +/** @brief Available CPU features. + */ +enum CpuFeatures { + CPU_MMX = 1, + CPU_SSE = 2, + CPU_SSE2 = 3, + CPU_SSE3 = 4, + CPU_SSSE3 = 5, + CPU_SSE4_1 = 6, + CPU_SSE4_2 = 7, + CPU_POPCNT = 8, + CPU_FP16 = 9, + CPU_AVX = 10, + CPU_AVX2 = 11, + CPU_FMA3 = 12, + + CPU_AVX_512F = 13, + CPU_AVX_512BW = 14, + CPU_AVX_512CD = 15, + CPU_AVX_512DQ = 16, + CPU_AVX_512ER = 17, + CPU_AVX_512IFMA512 = 18, // deprecated + CPU_AVX_512IFMA = 18, + CPU_AVX_512PF = 19, + CPU_AVX_512VBMI = 20, + CPU_AVX_512VL = 21, + CPU_AVX_512VBMI2 = 22, + CPU_AVX_512VNNI = 23, + CPU_AVX_512BITALG = 24, + CPU_AVX_512VPOPCNTDQ = 25, + CPU_AVX_5124VNNIW = 26, + CPU_AVX_5124FMAPS = 27, + + CPU_NEON = 100, + CPU_NEON_DOTPROD = 101, + CPU_NEON_FP16 = 102, + CPU_NEON_BF16 = 103, + + CPU_MSA = 150, + + CPU_RISCVV = 170, + + CPU_VSX = 200, + CPU_VSX3 = 201, + + CPU_RVV = 210, + + CPU_LSX = 230, + CPU_LASX = 231, + + CPU_AVX512_SKX = 256, //!< Skylake-X with AVX-512F/CD/BW/DQ/VL + CPU_AVX512_COMMON = 257, //!< Common instructions AVX-512F/CD for all CPUs + //!< that support AVX-512 + CPU_AVX512_KNL = 258, //!< Knights Landing with AVX-512F/CD/ER/PF + CPU_AVX512_KNM = + 259, //!< Knights Mill with AVX-512F/CD/ER/PF/4FMAPS/4VNNIW/VPOPCNTDQ + CPU_AVX512_CNL = 260, //!< Cannon Lake with AVX-512F/CD/BW/DQ/VL/IFMA/VBMI + CPU_AVX512_CLX = 261, //!< Cascade Lake with AVX-512F/CD/BW/DQ/VL/VNNI + CPU_AVX512_ICL = + 262, //!< Ice Lake with + //!< AVX-512F/CD/BW/DQ/VL/IFMA/VBMI/VNNI/VBMI2/BITALG/VPOPCNTDQ + + CPU_MAX_FEATURE = 512 // see CV_HARDWARE_MAX_FEATURE +}; + +#include "cv_cpu_dispatch.h" + +#if !defined(CV_STRONG_ALIGNMENT) && defined(__arm__) && \ + !(defined(__aarch64__) || defined(_M_ARM64)) +// int*, int64* should be propertly aligned pointers on ARMv7 +#define CV_STRONG_ALIGNMENT 1 +#endif +#if !defined(CV_STRONG_ALIGNMENT) +#define CV_STRONG_ALIGNMENT 0 +#endif + +/* fundamental constants */ +#define CV_PI 3.1415926535897932384626433832795 +#define CV_2PI 6.283185307179586476925286766559 +#define CV_LOG2 0.69314718055994530941723212145818 + +#if defined __ARM_FP16_FORMAT_IEEE && !defined __CUDACC__ +#define CV_FP16_TYPE 1 +#else +#define CV_FP16_TYPE 0 +#endif + +typedef union Cv16suf { + short i; + ushort u; +#if CV_FP16_TYPE + __fp16 h; +#endif +} Cv16suf; + +typedef union Cv32suf { + int i; + unsigned u; + float f; +} Cv32suf; + +typedef union Cv64suf { + int64 i; + uint64 u; + double f; +} Cv64suf; + +#ifndef OPENCV_ABI_COMPATIBILITY +#define OPENCV_ABI_COMPATIBILITY 400 +#endif + +#ifdef __OPENCV_BUILD +#define DISABLE_OPENCV_3_COMPATIBILITY +#define OPENCV_DISABLE_DEPRECATED_COMPATIBILITY +#endif + +#ifndef CV_EXPORTS +#if (defined _WIN32 || defined WINCE || defined __CYGWIN__) && \ + defined(CVAPI_EXPORTS) +#define CV_EXPORTS __declspec(dllexport) +#elif defined __GNUC__ && __GNUC__ >= 4 && \ + (defined(CVAPI_EXPORTS) || defined(__APPLE__)) +#define CV_EXPORTS __attribute__((visibility("default"))) +#endif +#endif + +#ifndef CV_EXPORTS +#define CV_EXPORTS +#endif + +#ifdef _MSC_VER +#define CV_EXPORTS_TEMPLATE +#else +#define CV_EXPORTS_TEMPLATE CV_EXPORTS +#endif + +#ifndef CV_DEPRECATED +#if defined(__GNUC__) +#define CV_DEPRECATED __attribute__((deprecated)) +#elif defined(_MSC_VER) +#define CV_DEPRECATED __declspec(deprecated) +#else +#define CV_DEPRECATED +#endif +#endif + +#ifndef CV_DEPRECATED_EXTERNAL +#if defined(__OPENCV_BUILD) +#define CV_DEPRECATED_EXTERNAL /* nothing */ +#else +#define CV_DEPRECATED_EXTERNAL CV_DEPRECATED +#endif +#endif + +#ifndef CV_EXTERN_C +#ifdef __cplusplus +#define CV_EXTERN_C extern "C" +#else +#define CV_EXTERN_C +#endif +#endif + +/* special informative macros for wrapper generators */ +#define CV_EXPORTS_W CV_EXPORTS +#define CV_EXPORTS_W_SIMPLE CV_EXPORTS +#define CV_EXPORTS_AS(synonym) CV_EXPORTS +#define CV_EXPORTS_W_MAP CV_EXPORTS +#define CV_EXPORTS_W_PARAMS CV_EXPORTS +#define CV_IN_OUT +#define CV_OUT +#define CV_PROP +#define CV_PROP_RW +#define CV_ND // Indicates that input data should be parsed into Mat without + // channels +#define CV_WRAP +#define CV_WRAP_AS(synonym) +#define CV_WRAP_MAPPABLE(mappable) +#define CV_WRAP_PHANTOM(phantom_header) +#define CV_WRAP_DEFAULT(val) +/* Indicates that the function parameter has filesystem path semantic */ +#define CV_WRAP_FILE_PATH + +/****************************************************************************************\ +* Matrix type (Mat) * +\****************************************************************************************/ + +#define CV_MAX_DIM 32 +#define CV_MAT_CN_MASK ((CV_CN_MAX - 1) << CV_CN_SHIFT) +#define CV_MAT_CN(flags) ((((flags) & CV_MAT_CN_MASK) >> CV_CN_SHIFT) + 1) +#define CV_MAT_TYPE_MASK (CV_DEPTH_MAX * CV_CN_MAX - 1) +#define CV_MAT_TYPE(flags) ((flags) & CV_MAT_TYPE_MASK) +#define CV_MAT_CONT_FLAG_SHIFT 14 +#define CV_MAT_CONT_FLAG (1 << CV_MAT_CONT_FLAG_SHIFT) +#define CV_IS_MAT_CONT(flags) ((flags) & CV_MAT_CONT_FLAG) +#define CV_IS_CONT_MAT CV_IS_MAT_CONT +#define CV_SUBMAT_FLAG_SHIFT 15 +#define CV_SUBMAT_FLAG (1 << CV_SUBMAT_FLAG_SHIFT) +#define CV_IS_SUBMAT(flags) ((flags) & CV_MAT_SUBMAT_FLAG) + +/** Size of each channel item, + 0x28442211 = 0010 1000 0100 0100 0010 0010 0001 0001 ~ array of + sizeof(arr_type_elem) */ +#define CV_ELEM_SIZE1(type) ((0x28442211 >> CV_MAT_DEPTH(type) * 4) & 15) + +#define CV_ELEM_SIZE(type) (CV_MAT_CN(type) * CV_ELEM_SIZE1(type)) + +#ifndef MIN +#define MIN(a, b) ((a) > (b) ? (b) : (a)) +#endif + +#ifndef MAX +#define MAX(a, b) ((a) < (b) ? (b) : (a)) +#endif + +/** min & max without jumps */ +#define CV_IMIN(a, b) ((a) ^ (((a) ^ (b)) & (((a) < (b)) - 1))) +#define CV_IMAX(a, b) ((a) ^ (((a) ^ (b)) & (((a) > (b)) - 1))) +#define CV_SWAP(a, b, t) ((t) = (a), (a) = (b), (b) = (t)) +#define CV_CMP(a, b) (((a) > (b)) - ((a) < (b))) +#define CV_SIGN(a) CV_CMP((a), 0) + +///////////////////////////////////////// Enum operators +////////////////////////////////////////// + +/** + +Provides compatibility operators for both classical and C++11 enum classes, +as well as exposing the C++11 enum class members for backwards compatibility + +@code + // Provides operators required for flag enums + CV_ENUM_FLAGS(AccessFlag) + + // Exposes the listed members of the enum class AccessFlag to the current +namespace CV_ENUM_CLASS_EXPOSE(AccessFlag, ACCESS_READ [, ACCESS_WRITE [, ...] +]); +@endcode +*/ + +#define __CV_ENUM_CLASS_EXPOSE_1(EnumType, MEMBER_CONST) \ + static const EnumType MEMBER_CONST = EnumType::MEMBER_CONST; + +#define __CV_ENUM_CLASS_EXPOSE_2(EnumType, MEMBER_CONST, ...) \ + __CV_ENUM_CLASS_EXPOSE_1(EnumType, MEMBER_CONST); \ + __CV_EXPAND(__CV_ENUM_CLASS_EXPOSE_1(EnumType, __VA_ARGS__)); + +#define __CV_ENUM_CLASS_EXPOSE_3(EnumType, MEMBER_CONST, ...) \ + __CV_ENUM_CLASS_EXPOSE_1(EnumType, MEMBER_CONST); \ + __CV_EXPAND(__CV_ENUM_CLASS_EXPOSE_2(EnumType, __VA_ARGS__)); + +#define __CV_ENUM_CLASS_EXPOSE_4(EnumType, MEMBER_CONST, ...) \ + __CV_ENUM_CLASS_EXPOSE_1(EnumType, MEMBER_CONST); \ + __CV_EXPAND(__CV_ENUM_CLASS_EXPOSE_3(EnumType, __VA_ARGS__)); + +#define __CV_ENUM_CLASS_EXPOSE_5(EnumType, MEMBER_CONST, ...) \ + __CV_ENUM_CLASS_EXPOSE_1(EnumType, MEMBER_CONST); \ + __CV_EXPAND(__CV_ENUM_CLASS_EXPOSE_4(EnumType, __VA_ARGS__)); + +#define __CV_ENUM_CLASS_EXPOSE_6(EnumType, MEMBER_CONST, ...) \ + __CV_ENUM_CLASS_EXPOSE_1(EnumType, MEMBER_CONST); \ + __CV_EXPAND(__CV_ENUM_CLASS_EXPOSE_5(EnumType, __VA_ARGS__)); + +#define __CV_ENUM_CLASS_EXPOSE_7(EnumType, MEMBER_CONST, ...) \ + __CV_ENUM_CLASS_EXPOSE_1(EnumType, MEMBER_CONST); \ + __CV_EXPAND(__CV_ENUM_CLASS_EXPOSE_6(EnumType, __VA_ARGS__)); + +#define __CV_ENUM_CLASS_EXPOSE_8(EnumType, MEMBER_CONST, ...) \ + __CV_ENUM_CLASS_EXPOSE_1(EnumType, MEMBER_CONST); \ + __CV_EXPAND(__CV_ENUM_CLASS_EXPOSE_7(EnumType, __VA_ARGS__)); + +#define __CV_ENUM_CLASS_EXPOSE_9(EnumType, MEMBER_CONST, ...) \ + __CV_ENUM_CLASS_EXPOSE_1(EnumType, MEMBER_CONST); \ + __CV_EXPAND(__CV_ENUM_CLASS_EXPOSE_8(EnumType, __VA_ARGS__)); + +#define __CV_ENUM_FLAGS_LOGICAL_NOT(EnumType) \ + static inline bool operator!(const EnumType &val) { \ + typedef std::underlying_type::type UnderlyingType; \ + return !static_cast(val); \ + } + +#define __CV_ENUM_FLAGS_LOGICAL_NOT_EQ(Arg1Type, Arg2Type) \ + static inline bool operator!=(const Arg1Type &a, const Arg2Type &b) { \ + return static_cast(a) != static_cast(b); \ + } + +#define __CV_ENUM_FLAGS_LOGICAL_EQ(Arg1Type, Arg2Type) \ + static inline bool operator==(const Arg1Type &a, const Arg2Type &b) { \ + return static_cast(a) == static_cast(b); \ + } + +#define __CV_ENUM_FLAGS_BITWISE_NOT(EnumType) \ + static inline EnumType operator~(const EnumType &val) { \ + typedef std::underlying_type::type UnderlyingType; \ + return static_cast(~static_cast(val)); \ + } + +#define __CV_ENUM_FLAGS_BITWISE_OR(EnumType, Arg1Type, Arg2Type) \ + static inline EnumType operator|(const Arg1Type &a, const Arg2Type &b) { \ + typedef std::underlying_type::type UnderlyingType; \ + return static_cast(static_cast(a) | \ + static_cast(b)); \ + } + +#define __CV_ENUM_FLAGS_BITWISE_AND(EnumType, Arg1Type, Arg2Type) \ + static inline EnumType operator&(const Arg1Type &a, const Arg2Type &b) { \ + typedef std::underlying_type::type UnderlyingType; \ + return static_cast(static_cast(a) & \ + static_cast(b)); \ + } + +#define __CV_ENUM_FLAGS_BITWISE_XOR(EnumType, Arg1Type, Arg2Type) \ + static inline EnumType operator^(const Arg1Type &a, const Arg2Type &b) { \ + typedef std::underlying_type::type UnderlyingType; \ + return static_cast(static_cast(a) ^ \ + static_cast(b)); \ + } + +#define __CV_ENUM_FLAGS_BITWISE_OR_EQ(EnumType, Arg1Type) \ + static inline EnumType &operator|=(EnumType &_this, const Arg1Type &val) { \ + _this = static_cast(static_cast(_this) | \ + static_cast(val)); \ + return _this; \ + } + +#define __CV_ENUM_FLAGS_BITWISE_AND_EQ(EnumType, Arg1Type) \ + static inline EnumType &operator&=(EnumType &_this, const Arg1Type &val) { \ + _this = static_cast(static_cast(_this) & \ + static_cast(val)); \ + return _this; \ + } + +#define __CV_ENUM_FLAGS_BITWISE_XOR_EQ(EnumType, Arg1Type) \ + static inline EnumType &operator^=(EnumType &_this, const Arg1Type &val) { \ + _this = static_cast(static_cast(_this) ^ \ + static_cast(val)); \ + return _this; \ + } + +#define CV_ENUM_CLASS_EXPOSE(EnumType, ...) \ + __CV_EXPAND(__CV_CAT(__CV_ENUM_CLASS_EXPOSE_, \ + __CV_VA_NUM_ARGS(__VA_ARGS__))(EnumType, __VA_ARGS__)); + +#define CV_ENUM_FLAGS(EnumType) \ + __CV_ENUM_FLAGS_LOGICAL_NOT(EnumType) \ + __CV_ENUM_FLAGS_LOGICAL_EQ(EnumType, int) \ + __CV_ENUM_FLAGS_LOGICAL_NOT_EQ(EnumType, int) \ + \ + __CV_ENUM_FLAGS_BITWISE_NOT(EnumType) \ + __CV_ENUM_FLAGS_BITWISE_OR(EnumType, EnumType, EnumType) \ + __CV_ENUM_FLAGS_BITWISE_AND(EnumType, EnumType, EnumType) \ + __CV_ENUM_FLAGS_BITWISE_XOR(EnumType, EnumType, EnumType) \ + \ + __CV_ENUM_FLAGS_BITWISE_OR_EQ(EnumType, EnumType) \ + __CV_ENUM_FLAGS_BITWISE_AND_EQ(EnumType, EnumType) \ + __CV_ENUM_FLAGS_BITWISE_XOR_EQ(EnumType, EnumType) + +/****************************************************************************************\ +* static analysys * +\****************************************************************************************/ + +// In practice, some macro are not processed correctly (noreturn is not +// detected). We need to use simplified definition for them. +#ifndef CV_STATIC_ANALYSIS +#if defined(__KLOCWORK__) || defined(__clang_analyzer__) || \ + defined(__COVERITY__) +#define CV_STATIC_ANALYSIS 1 +#endif +#else +#if defined(CV_STATIC_ANALYSIS) && \ + !(__CV_CAT(1, CV_STATIC_ANALYSIS) == 1) // defined and not empty +#if 0 == CV_STATIC_ANALYSIS +#undef CV_STATIC_ANALYSIS +#endif +#endif +#endif + +/****************************************************************************************\ +* Thread sanitizer * +\****************************************************************************************/ +#ifndef CV_THREAD_SANITIZER +#if defined(__has_feature) +#if __has_feature(thread_sanitizer) +#define CV_THREAD_SANITIZER +#endif +#endif +#endif + +/****************************************************************************************\ +* exchange-add operation for atomic operations on reference counters * +\****************************************************************************************/ + +#ifdef CV_XADD +// allow to use user-defined macro +#elif defined __GNUC__ || defined __clang__ +#if defined __clang__ && __clang_major__ >= 3 && !defined __ANDROID__ && \ + !defined __EMSCRIPTEN__ && !defined(__CUDACC__) && \ + !defined __INTEL_COMPILER +#ifdef __ATOMIC_ACQ_REL +#define CV_XADD(addr, delta) \ + __c11_atomic_fetch_add((_Atomic(int) *)(addr), delta, __ATOMIC_ACQ_REL) +#else +#define CV_XADD(addr, delta) \ + __atomic_fetch_add((_Atomic(int) *)(addr), delta, 4) +#endif +#else +#if defined __ATOMIC_ACQ_REL && !defined __clang__ +// version for gcc >= 4.7 +#define CV_XADD(addr, delta) \ + (int)__atomic_fetch_add((unsigned *)(addr), (unsigned)(delta), \ + __ATOMIC_ACQ_REL) +#else +#define CV_XADD(addr, delta) \ + (int)__sync_fetch_and_add((unsigned *)(addr), (unsigned)(delta)) +#endif +#endif +#elif defined _MSC_VER && !defined RC_INVOKED +#include +#define CV_XADD(addr, delta) \ + (int)_InterlockedExchangeAdd((long volatile *)addr, delta) +#else +#ifdef OPENCV_FORCE_UNSAFE_XADD +CV_INLINE int CV_XADD(int *addr, int delta) { + int tmp = *addr; + *addr += delta; + return tmp; +} +#else +#error \ + "OpenCV: can't define safe CV_XADD macro for current platform (unsupported). Define CV_XADD macro through custom port header (see OPENCV_INCLUDE_PORT_FILE)" +#endif +#endif + +/****************************************************************************************\ +* CV_NORETURN attribute * +\****************************************************************************************/ + +#ifndef CV_NORETURN +#if defined(__GNUC__) +#define CV_NORETURN __attribute__((__noreturn__)) +#elif defined(_MSC_VER) && (_MSC_VER >= 1300) +#define CV_NORETURN __declspec(noreturn) +#else +#define CV_NORETURN /* nothing by default */ +#endif +#endif + +/****************************************************************************************\ +* CV_NODISCARD_STD attribute (C++17) * +* encourages the compiler to issue a warning if the return value is discarded * +\****************************************************************************************/ +#ifndef CV_NODISCARD_STD +#ifndef __has_cpp_attribute +// workaround preprocessor non-compliance https://reviews.llvm.org/D57851 +#define __has_cpp_attribute(__x) 0 +#endif +#if __has_cpp_attribute(nodiscard) +#if defined(__NVCC__) && __CUDACC_VER_MAJOR__ < 12 +#define CV_NODISCARD_STD +#else +#define CV_NODISCARD_STD [[nodiscard]] +#endif +#elif __cplusplus >= 201703L +// available when compiler is C++17 compliant +#define CV_NODISCARD_STD [[nodiscard]] +#elif defined(__INTEL_COMPILER) +// see above, available when C++17 is enabled +#elif defined(_MSC_VER) && _MSC_VER >= 1911 && _MSVC_LANG >= 201703L +// available with VS2017 v15.3+ with /std:c++17 or higher; works on functions +// and classes +#define CV_NODISCARD_STD [[nodiscard]] +#elif defined(__GNUC__) && (((__GNUC__ * 100) + __GNUC_MINOR__) >= 700) && \ + (__cplusplus >= 201103L) +// available with GCC 7.0+; works on functions, works or silently fails on +// classes +#define CV_NODISCARD_STD [[nodiscard]] +#elif defined(__GNUC__) && (((__GNUC__ * 100) + __GNUC_MINOR__) >= 408) && \ + (__cplusplus >= 201103L) +// available with GCC 4.8+ but it usually does nothing and can fail noisily -- +// therefore not used define CV_NODISCARD_STD [[gnu::warn_unused_result]] +#endif +#endif +#ifndef CV_NODISCARD_STD +#define CV_NODISCARD_STD /* nothing by default */ +#endif + +/****************************************************************************************\ +* C++ 11 * +\****************************************************************************************/ +#ifdef __cplusplus +// MSVC was stuck at __cplusplus == 199711L for a long time, even where it +// supports C++11, so check _MSC_VER instead. See: +// +#if defined(_MSC_VER) +#if _MSC_VER < 1800 +#error "OpenCV 4.x+ requires enabled C++11 support" +#endif +#elif __cplusplus < 201103L +#error "OpenCV 4.x+ requires enabled C++11 support" +#endif +#endif + +#ifndef CV_CXX11 +#define CV_CXX11 1 +#endif + +#ifndef CV_OVERRIDE +#define CV_OVERRIDE override +#endif + +#ifndef CV_FINAL +#define CV_FINAL final +#endif + +#ifndef CV_NOEXCEPT +#define CV_NOEXCEPT noexcept +#endif + +#ifndef CV_CONSTEXPR +#define CV_CONSTEXPR constexpr +#endif + +// Integer types portability +#ifdef __cplusplus +#include +namespace cv { +using std::int16_t; +using std::int32_t; +using std::int64_t; +using std::int8_t; +using std::uint16_t; +using std::uint32_t; +using std::uint64_t; +using std::uint8_t; +} // namespace cv +#else // pure C +#include +#endif + +#ifdef __cplusplus +namespace cv { + +class hfloat { +public: +#if CV_FP16_TYPE + + hfloat() : h(0) {} + explicit hfloat(float x) { h = (__fp16)x; } + operator float() const { return (float)h; } + +protected: + __fp16 h; + +#else + hfloat() : w(0) {} + explicit hfloat(float x) { +#if CV_FP16 && CV_AVX2 + __m128 v = _mm_load_ss(&x); + w = (ushort)_mm_cvtsi128_si32(_mm_cvtps_ph(v, 0)); +#else + Cv32suf in; + in.f = x; + unsigned sign = in.u & 0x80000000; + in.u ^= sign; + + if (in.u >= 0x47800000) + w = (ushort)(in.u > 0x7f800000 ? 0x7e00 : 0x7c00); + else { + if (in.u < 0x38800000) { + in.f += 0.5f; + w = (ushort)(in.u - 0x3f000000); + } else { + unsigned t = in.u + 0xc8000fff; + w = (ushort)((t + ((in.u >> 13) & 1)) >> 13); + } + } + + w = (ushort)(w | (sign >> 16)); +#endif + } + + operator float() const { +#if CV_FP16 && CV_AVX2 + float f; + _mm_store_ss(&f, _mm_cvtph_ps(_mm_cvtsi32_si128(w))); + return f; +#else + Cv32suf out; + + unsigned t = ((w & 0x7fff) << 13) + 0x38000000; + unsigned sign = (w & 0x8000) << 16; + unsigned e = w & 0x7c00; + + out.u = t + (1 << 23); + out.u = (e >= 0x7c00 ? t + 0x38000000 + : e == 0 ? (static_cast(out.f -= 6.103515625e-05f), out.u) + : t) | + sign; + return out.f; +#endif + } + +protected: + ushort w; + +#endif +}; + +inline hfloat hfloatFromBits(ushort w) { +#if CV_FP16_TYPE + Cv16suf u; + u.u = w; + hfloat res(float(u.h)); + return res; +#else + Cv32suf out; + + unsigned t = ((w & 0x7fff) << 13) + 0x38000000; + unsigned sign = (w & 0x8000) << 16; + unsigned e = w & 0x7c00; + + out.u = t + (1 << 23); + out.u = (e >= 0x7c00 ? t + 0x38000000 + : e == 0 ? (static_cast(out.f -= 6.103515625e-05f), out.u) + : t) | + sign; + hfloat res(out.f); + return res; +#endif +} + +#if !defined(__OPENCV_BUILD) && !(defined __STDCPP_FLOAT16_T__) && \ + !(defined __ARM_NEON) +typedef hfloat float16_t; +#endif + +} // namespace cv +#endif + +/** @brief Constructs the 'fourcc' code, used in video codecs and many other + places. Simply call it with 4 chars like `CV_FOURCC('I', 'Y', 'U', 'V')` +*/ +CV_INLINE int CV_FOURCC(char c1, char c2, char c3, char c4) { + return (c1 & 255) + ((c2 & 255) << 8) + ((c3 & 255) << 16) + + ((c4 & 255) << 24); +} + +//! Macro to construct the fourcc code of the codec. Same as CV_FOURCC() +#define CV_FOURCC_MACRO(c1, c2, c3, c4) \ + (((c1) & 255) + (((c2) & 255) << 8) + (((c3) & 255) << 16) + \ + (((c4) & 255) << 24)) + +//! @} + +#ifndef __cplusplus +#include "opencv2/core/fast_math.hpp" // define cvRound(double) +#endif + +#define CV_OCL_RUN_(condition, func, ...) +#define CV_OCL_RUN(condition, func) CV_OCL_RUN_(condition, func) + +#define CV_OVX_RUN(condition, func, ...) + +#endif // OPENCV_CORE_CVDEF_H diff --git a/third-party/include/opencv2/core/cvstd.hpp b/third-party/include/opencv2/core/cvstd.hpp new file mode 100644 index 000000000..481cf8da1 --- /dev/null +++ b/third-party/include/opencv2/core/cvstd.hpp @@ -0,0 +1,196 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this +license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2000-2008, Intel Corporation, all rights reserved. +// Copyright (C) 2009, Willow Garage Inc., all rights reserved. +// Copyright (C) 2013, OpenCV Foundation, all rights reserved. +// Third party copyrights are property of their respective owners. +// +// Redistribution and use in source and binary forms, with or without +modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright +notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote +products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" +and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are +disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any +direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifndef OPENCV_CORE_CVSTD_HPP +#define OPENCV_CORE_CVSTD_HPP + +#ifndef __cplusplus +#error cvstd.hpp header must be compiled as C++ +#endif + +#include "opencv2/core/cvdef.h" +#include +#include +#include + +#include + +// import useful primitives from stl +#include +#include +#include //for abs(int) +#include + +namespace cv { +static inline uchar abs(uchar a) { return a; } +static inline ushort abs(ushort a) { return a; } +static inline unsigned abs(unsigned a) { return a; } +static inline uint64 abs(uint64 a) { return a; } + +using std::abs; +using std::exp; +using std::log; +using std::max; +using std::min; +using std::pow; +using std::sqrt; +using std::swap; +} // namespace cv + +#include "cvstd_wrapper.hpp" + +namespace cv { + +//! @addtogroup core_utils +//! @{ + +//////////////////////////// memory management functions +/////////////////////////////// + +/** @brief Allocates an aligned memory buffer. + +The function allocates the buffer of the specified size and returns it. When the +buffer size is 16 bytes or more, the returned buffer is aligned to 16 bytes. +@param bufSize Allocated buffer size. + */ +CV_EXPORTS void *fastMalloc(size_t bufSize); + +/** @brief Deallocates a memory buffer. + +The function deallocates the buffer allocated with fastMalloc . If NULL pointer +is passed, the function does nothing. C version of the function clears the +pointer *pptr* to avoid problems with double memory deallocation. +@param ptr Pointer to the allocated buffer. + */ +CV_EXPORTS void fastFree(void *ptr); + +/*! + The STL-compliant memory Allocator based on cv::fastMalloc() and + cv::fastFree() +*/ +template class Allocator { +public: + typedef _Tp value_type; + typedef value_type *pointer; + typedef const value_type *const_pointer; + typedef value_type &reference; + typedef const value_type &const_reference; + typedef size_t size_type; + typedef ptrdiff_t difference_type; + template class rebind { + typedef Allocator other; + }; + + explicit Allocator() {} + ~Allocator() {} + explicit Allocator(Allocator const &) {} + template explicit Allocator(Allocator const &) {} + + // address + pointer address(reference r) { return &r; } + const_pointer address(const_reference r) { return &r; } + + pointer allocate(size_type count, const void * = 0) { + return reinterpret_cast(fastMalloc(count * sizeof(_Tp))); + } + void deallocate(pointer p, size_type) { fastFree(p); } + + void construct(pointer p, const _Tp &v) { + new (static_cast(p)) _Tp(v); + } + void destroy(pointer p) { p->~_Tp(); } + + size_type max_size() const { + return cv::max(static_cast<_Tp>(-1) / sizeof(_Tp), 1); + } +}; + +//! @} core_utils + +//! @addtogroup core_basic +//! @{ + +//////////////////////////////// string class //////////////////////////////// + +class CV_EXPORTS FileNode; // for string constructor from FileNode + +typedef std::string String; + +#ifndef OPENCV_DISABLE_STRING_LOWER_UPPER_CONVERSIONS + +//! @cond IGNORED +namespace details { +// std::tolower is int->int +static inline char char_tolower(char ch) { return (char)std::tolower((int)ch); } +// std::toupper is int->int +static inline char char_toupper(char ch) { return (char)std::toupper((int)ch); } +} // namespace details +//! @endcond + +static inline std::string toLowerCase(const std::string &str) { + std::string result(str); + std::transform(result.begin(), result.end(), result.begin(), + details::char_tolower); + return result; +} + +static inline std::string toUpperCase(const std::string &str) { + std::string result(str); + std::transform(result.begin(), result.end(), result.begin(), + details::char_toupper); + return result; +} + +#endif // OPENCV_DISABLE_STRING_LOWER_UPPER_CONVERSIONS + +//! @} core_basic +} // namespace cv + +#endif // OPENCV_CORE_CVSTD_HPP diff --git a/third-party/include/opencv2/core/cvstd.inl.hpp b/third-party/include/opencv2/core/cvstd.inl.hpp new file mode 100644 index 000000000..0a18f7569 --- /dev/null +++ b/third-party/include/opencv2/core/cvstd.inl.hpp @@ -0,0 +1,188 @@ +/*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this +license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2000-2008, Intel Corporation, all rights reserved. +// Copyright (C) 2009, Willow Garage Inc., all rights reserved. +// Copyright (C) 2013, OpenCV Foundation, all rights reserved. +// Third party copyrights are property of their respective owners. +// +// Redistribution and use in source and binary forms, with or without +modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright +notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of the copyright holders may not be used to endorse or promote +products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" +and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are +disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any +direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifndef OPENCV_CORE_CVSTDINL_HPP +#define OPENCV_CORE_CVSTDINL_HPP + +#include +#include +#include + +//! @cond IGNORED + +#ifdef _MSC_VER +#pragma warning(push) +#pragma warning(disable : 4127) +#endif + +namespace cv { + +template class DataType> { +public: + typedef std::complex<_Tp> value_type; + typedef value_type work_type; + typedef _Tp channel_type; + + enum { + generic_type = 0, + depth = DataType::depth, + channels = 2, + fmt = DataType::fmt + ((channels - 1) << 8), + type = CV_MAKETYPE(depth, channels) + }; + + typedef Vec vec_type; +}; + +static inline std::ostream &operator<<(std::ostream &out, Ptr fmtd) { + fmtd->reset(); + for (const char *str = fmtd->next(); str; str = fmtd->next()) + out << str; + return out; +} + +static inline std::ostream &operator<<(std::ostream &out, const Mat &mtx) { + return out << Formatter::get()->format(mtx); +} + +template +static inline std::ostream &operator<<(std::ostream &out, + const Complex<_Tp> &c) { + return out << "(" << c.re << "," << c.im << ")"; +} + +template +static inline std::ostream &operator<<(std::ostream &out, + const std::vector> &vec) { + return out << Formatter::get()->format(Mat(vec)); +} + +template +static inline std::ostream &operator<<(std::ostream &out, + const std::vector> &vec) { + return out << Formatter::get()->format(Mat(vec)); +} + +template +static inline std::ostream &operator<<(std::ostream &out, + const Matx<_Tp, m, n> &matx) { + return out << Formatter::get()->format(Mat(matx)); +} + +template +static inline std::ostream &operator<<(std::ostream &out, + const Point_<_Tp> &p) { + out << "[" << p.x << ", " << p.y << "]"; + return out; +} + +template +static inline std::ostream &operator<<(std::ostream &out, + const Point3_<_Tp> &p) { + out << "[" << p.x << ", " << p.y << ", " << p.z << "]"; + return out; +} + +template +static inline std::ostream &operator<<(std::ostream &out, + const Vec<_Tp, n> &vec) { + out << "["; + if (cv::traits::Depth<_Tp>::value <= CV_32S) { + for (int i = 0; i < n - 1; ++i) { + out << (int)vec[i] << ", "; + } + out << (int)vec[n - 1] << "]"; + } else { + for (int i = 0; i < n - 1; ++i) { + out << vec[i] << ", "; + } + out << vec[n - 1] << "]"; + } + + return out; +} + +template +static inline std::ostream &operator<<(std::ostream &out, + const Size_<_Tp> &size) { + return out << "[" << size.width << " x " << size.height << "]"; +} + +template +static inline std::ostream &operator<<(std::ostream &out, + const Rect_<_Tp> &rect) { + return out << "[" << rect.width << " x " << rect.height << " from (" << rect.x + << ", " << rect.y << ")]"; +} + +static inline std::ostream &operator<<(std::ostream &out, + const MatSize &msize) { + int i, dims = msize.dims(); + for (i = 0; i < dims; i++) { + out << msize[i]; + if (i < dims - 1) + out << " x "; + } + return out; +} + +static inline std::ostream &operator<<(std::ostream &s, cv::Range &r) { + return s << "[" << r.start << " : " << r.end << ")"; +} + +} // namespace cv + +#ifdef _MSC_VER +#pragma warning(pop) +#endif + +//! @endcond + +#endif // OPENCV_CORE_CVSTDINL_HPP diff --git a/third-party/include/opencv2/core/cvstd_wrapper.hpp b/third-party/include/opencv2/core/cvstd_wrapper.hpp new file mode 100644 index 000000000..8725beb75 --- /dev/null +++ b/third-party/include/opencv2/core/cvstd_wrapper.hpp @@ -0,0 +1,187 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level +// directory of this distribution and at http://opencv.org/license.html. + +#ifndef OPENCV_CORE_CVSTD_WRAPPER_HPP +#define OPENCV_CORE_CVSTD_WRAPPER_HPP + +#include "opencv2/core/cvdef.h" + +#include // std::shared_ptr +#include +#include // std::enable_if + +namespace cv { + +using std::nullptr_t; + +//! @addtogroup core_basic +//! @{ + +#ifdef CV_DOXYGEN + +template +using Ptr = + std::shared_ptr<_Tp>; // In ideal world it should look like this, but we + // need some compatibility workarounds below + +template +static inline Ptr<_Tp> makePtr(const A1 &...a1) { + return std::make_shared<_Tp>(a1...); +} + +#else // cv::Ptr with compatibility workarounds + +// It should be defined for C-API types only. +// C++ types should use regular "delete" operator. +template struct DefaultDeleter; +#if 0 +{ + void operator()(Y* p) const; +}; +#endif + +namespace sfinae { +template +struct has_parenthesis_operator { +private: + template + static CV_CONSTEXPR std::true_type has_parenthesis_operator_check( + typename std::is_same< + typename std::decay().operator()( + std::declval()...))>::type, + Ret>::type *); + + template + static CV_CONSTEXPR std::false_type has_parenthesis_operator_check(...); + + typedef decltype(has_parenthesis_operator_check(0)) type; + +public: +#if __cplusplus >= 201103L || \ + (defined(_MSC_VER) && _MSC_VER >= 1900 /*MSVS 2015*/) + static CV_CONSTEXPR bool value = type::value; +#else + // support MSVS 2013 + static const int value = type::value; +#endif +}; +} // namespace sfinae + +template +struct has_custom_delete : public std::false_type {}; + +// Force has_custom_delete to std::false_type when NVCC is compiling CUDA source +// files +#ifndef __CUDACC__ +template +struct has_custom_delete< + T, typename std::enable_if, void, T *>::value>::type> + : public std::true_type {}; +#endif + +template struct Ptr : public std::shared_ptr { +#if 0 + using std::shared_ptr::shared_ptr; // GCC 5.x can't handle this +#else + inline Ptr() CV_NOEXCEPT : std::shared_ptr() {} + inline Ptr(nullptr_t) CV_NOEXCEPT : std::shared_ptr(nullptr) {} + template + inline Ptr(Y *p, D d) : std::shared_ptr(p, d) {} + template + inline Ptr(nullptr_t, D d) : std::shared_ptr(nullptr, d) {} + + template + inline Ptr(const Ptr &r, T *ptr) CV_NOEXCEPT : std::shared_ptr(r, ptr) { + } + + inline Ptr(const Ptr &o) CV_NOEXCEPT : std::shared_ptr(o) {} + inline Ptr(Ptr &&o) CV_NOEXCEPT : std::shared_ptr(std::move(o)) {} + + template + inline Ptr(const Ptr &o) CV_NOEXCEPT : std::shared_ptr(o) {} + template + inline Ptr(Ptr &&o) CV_NOEXCEPT : std::shared_ptr(std::move(o)) {} +#endif + inline Ptr(const std::shared_ptr &o) CV_NOEXCEPT : std::shared_ptr(o) {} + inline Ptr(std::shared_ptr &&o) CV_NOEXCEPT + : std::shared_ptr(std::move(o)) {} + + // Overload with custom DefaultDeleter: Ptr(...) + template + inline Ptr(const std::true_type &, Y *ptr) + : std::shared_ptr(ptr, DefaultDeleter()) {} + + // Overload without custom deleter: Ptr(...); + template + inline Ptr(const std::false_type &, Y *ptr) : std::shared_ptr(ptr) {} + + template + inline Ptr(Y *ptr) : Ptr(has_custom_delete(), ptr) {} + + // Overload with custom DefaultDeleter: Ptr(...) + template inline void reset(const std::true_type &, Y *ptr) { + std::shared_ptr::reset(ptr, DefaultDeleter()); + } + + // Overload without custom deleter: Ptr(...); + template inline void reset(const std::false_type &, Y *ptr) { + std::shared_ptr::reset(ptr); + } + + template inline void reset(Y *ptr) { + Ptr::reset(has_custom_delete(), ptr); + } + + template void reset(Y *ptr, Deleter d) { + std::shared_ptr::reset(ptr, d); + } + + void reset() CV_NOEXCEPT { std::shared_ptr::reset(); } + + Ptr &operator=(const Ptr &o) { + std::shared_ptr::operator=(o); + return *this; + } + template inline Ptr &operator=(const Ptr &o) { + std::shared_ptr::operator=(o); + return *this; + } + + T *operator->() const CV_NOEXCEPT { return std::shared_ptr::get(); } + typename std::add_lvalue_reference::type operator*() const CV_NOEXCEPT { + return *std::shared_ptr::get(); + } + + // OpenCV 3.x methods (not a part of standard C++ library) + inline void release() { std::shared_ptr::reset(); } + inline operator T *() const { return std::shared_ptr::get(); } + inline bool empty() const { return std::shared_ptr::get() == nullptr; } + + template inline Ptr staticCast() const CV_NOEXCEPT { + return std::static_pointer_cast(*this); + } + + template inline Ptr constCast() const CV_NOEXCEPT { + return std::const_pointer_cast(*this); + } + + template inline Ptr dynamicCast() const CV_NOEXCEPT { + return std::dynamic_pointer_cast(*this); + } +}; + +template +static inline Ptr<_Tp> makePtr(const A1 &...a1) { + static_assert(!has_custom_delete<_Tp>::value, + "Can't use this makePtr with custom DefaultDeleter"); + return (Ptr<_Tp>)std::make_shared<_Tp>(a1...); +} + +#endif // CV_DOXYGEN + +//! @} core_basic +} // namespace cv + +#endif // OPENCV_CORE_CVSTD_WRAPPER_HPP diff --git a/third-party/include/opencv2/core/detail/async_promise.hpp b/third-party/include/opencv2/core/detail/async_promise.hpp new file mode 100644 index 000000000..136727549 --- /dev/null +++ b/third-party/include/opencv2/core/detail/async_promise.hpp @@ -0,0 +1,73 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level +// directory of this distribution and at http://opencv.org/license.html. + +#ifndef OPENCV_CORE_ASYNC_PROMISE_HPP +#define OPENCV_CORE_ASYNC_PROMISE_HPP + +#include "../async.hpp" + +#include "exception_ptr.hpp" + +namespace cv { + +/** @addtogroup core_async +@{ +*/ + +/** @brief Provides result of asynchronous operations + +*/ +class CV_EXPORTS AsyncPromise { +public: + ~AsyncPromise() CV_NOEXCEPT; + AsyncPromise() CV_NOEXCEPT; + explicit AsyncPromise(const AsyncPromise &o) CV_NOEXCEPT; + AsyncPromise &operator=(const AsyncPromise &o) CV_NOEXCEPT; + void release() CV_NOEXCEPT; + + /** Returns associated AsyncArray + @note Can be called once + */ + AsyncArray getArrayResult(); + + /** Stores asynchronous result. + @param[in] value result + */ + void setValue(InputArray value); + + // TODO "move" setters + +#if CV__EXCEPTION_PTR + /** Stores exception. + @param[in] exception exception to be raised in AsyncArray + */ + void setException(std::exception_ptr exception); +#endif + + /** Stores exception. + @param[in] exception exception to be raised in AsyncArray + */ + void setException(const cv::Exception &exception); + + explicit AsyncPromise(AsyncPromise &&o) { + p = o.p; + o.p = NULL; + } + AsyncPromise &operator=(AsyncPromise &&o) CV_NOEXCEPT { + std::swap(p, o.p); + return *this; + } + + // PImpl + typedef struct AsyncArray::Impl Impl; + friend struct AsyncArray::Impl; + inline void *_getImpl() const CV_NOEXCEPT { return p; } + +protected: + Impl *p; +}; + +//! @} +} // namespace cv +#endif // OPENCV_CORE_ASYNC_PROMISE_HPP diff --git a/third-party/include/opencv2/core/detail/dispatch_helper.impl.hpp b/third-party/include/opencv2/core/detail/dispatch_helper.impl.hpp new file mode 100644 index 000000000..e4ccc39e9 --- /dev/null +++ b/third-party/include/opencv2/core/detail/dispatch_helper.impl.hpp @@ -0,0 +1,48 @@ +// This file is part of OpenCV project. +// It is subject to the license terms in the LICENSE file found in the top-level +// directory of this distribution and at http://opencv.org/license.html. + +#ifndef OPENCV_CORE_DETAIL_DISPATCH_HELPER_IMPL_HPP +#define OPENCV_CORE_DETAIL_DISPATCH_HELPER_IMPL_HPP + +//! @cond IGNORED + +namespace cv { +namespace detail { + +template