Add Python 3.11 wheels (#27)

* test_wheels

* update_sklearndependency

* update_pythonversion

* fixwheeltest

* update_target

* update_buildwheels

* update_wheels

* update_wheels

* update

Author: elephaint

.github/scripts/build_wheels.sh

@@ -18,7 +18,7 @@ if [[ "$RUNNER_OS" == "macOS" ]]; then
         export MACOSX_DEPLOYMENT_TARGET=12.0
         OPENMP_URL="https://anaconda.org/conda-forge/llvm-openmp/11.1.0/download/osx-arm64/llvm-openmp-11.1.0-hf3c4609_1.tar.bz2"
     else
-        export MACOSX_DEPLOYMENT_TARGET=10.9
+        export MACOSX_DEPLOYMENT_TARGET=10.13
         OPENMP_URL="https://anaconda.org/conda-forge/llvm-openmp/11.1.0/download/osx-64/llvm-openmp-11.1.0-hda6cdc1_1.tar.bz2"
     fi
 

.github/workflows/build_wheels.yml

@@ -5,7 +5,7 @@ on: [push, pull_request, workflow_call]
 
 jobs:
   build_wheels:
-    name: Build wheel for cp${{ matrix.python }}-${{ matrix.platform_id }}-${{ matrix.manylinux_image }}
+    name: Build wheel for cp${{ matrix.python }}-${{ matrix.platform_id }}
     runs-on: ${{ matrix.os }}
 
     strategy:
@@ -23,8 +23,11 @@ jobs:
           - os: windows-latest
             python: 310
             platform_id: win_amd64
-
-          # Linux 64 bit manylinux2014
+          - os: windows-latest
+            python: 311
+            platform_id: win_amd64
+          
+            # Linux 64 bit manylinux2014
           - os: ubuntu-latest
             python: 38
             platform_id: manylinux_x86_64
@@ -33,12 +36,14 @@ jobs:
             python: 39
             platform_id: manylinux_x86_64
             manylinux_image: manylinux2014
-
-          # NumPy on Python 3.10 only supports 64bit and is only available with manylinux2014
           - os: ubuntu-latest
             python: 310
             platform_id: manylinux_x86_64
             manylinux_image: manylinux2014
+          - os: ubuntu-latest
+            python: 311
+            platform_id: manylinux_x86_64
+            manylinux_image: manylinux2014
 
           # MacOS x86_64
           - os: macos-latest
@@ -50,6 +55,9 @@ jobs:
           - os: macos-latest
             python: 310
             platform_id: macosx_x86_64
+          - os: macos-latest
+            python: 311
+            platform_id: macosx_x86_64
 
           # MacOS arm64
           - os: macos-latest
@@ -61,6 +69,9 @@ jobs:
           - os: macos-latest
             python: 310
             platform_id: macosx_arm64
+          - os: macos-latest
+            python: 311
+            platform_id: macosx_arm64            
 
     steps:
       - name: Checkout PGBM
@@ -72,7 +83,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.9'  # update once build dependencies are available
+          python-version: '3.8'  # update once build dependencies are available
 
       - name: Build wheels
         env:
@@ -104,7 +115,7 @@ jobs:
       - name: Setup Python
         uses: actions/setup-python@v4
         with:
-          python-version: '3.9'  # update once build dependencies are available
+          python-version: '3.8'  # update once build dependencies are available
 
       - name: Build source distribution
         run: bash .github/scripts/build_source.sh

changelog.md

@@ -1,3 +1,8 @@
+## 2.3.0 ##
+* Added Python 3.11 testing scripts to wheel
+* Update scikit-learn minimum dependency requirement to 1.2
+* Update MacOSX minimum dependency to MacOSX 10.13
+
 ## 2.1.2 ##
 * Fixed bug in sklearn cython code
 

pgbm/sklearn/tests/test_grower.py

@@ -555,7 +555,7 @@ def test_ohe_equivalence(min_samples_leaf, n_unique_categories, target):
     n_samples = 10_000
     X_binned = rng.randint(0, n_unique_categories, size=(n_samples, 1), dtype=np.uint8)
 
-    X_ohe = OneHotEncoder(sparse=False).fit_transform(X_binned)
+    X_ohe = OneHotEncoder(sparse_output=False).fit_transform(X_binned)
     X_ohe = np.asfortranarray(X_ohe).astype(np.uint8)
 
     if target == "equal":

setup.py

@@ -57,7 +57,7 @@ def get_openmp_flag():
 if __name__ == "__main__":
     setup(
         name="pgbm",
-        version="2.2.0",
+        version="2.3.0",
         description="Probabilistic Gradient Boosting Machines",
         author="Olivier Sprangers",
         author_email="[email protected]",
@@ -70,8 +70,8 @@ def get_openmp_flag():
             "Programming Language :: Python :: 3.8",
             "License :: OSI Approved :: Apache Software License",
             "Operating System :: OS Independent"],
-        python_requires='>=3.8',
-        install_requires=["scikit-learn>=1.1.2",
+        python_requires='>=3.8,<3.12',
+        install_requires=["scikit-learn>=1.2.0",
                         "ninja>=1.10.2.2",
                         "numba>=0.56"],
         zip_safe=False,