diff --git a/.gitignore b/.gitignore
new file mode 100644
index 00000000..0422d02c
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+/book
+/api.md
diff --git a/404.html b/404.html
index 60f01dfc..540302bd 100644
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@@ -89,7 +89,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
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-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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diff --git a/api.html b/api.html
index 8e08c487..f2d9091c 100644
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+++ b/api.html
@@ -88,7 +88,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
             <div class="sidebar-scrollbox">
-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html" class="active"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html" class="active"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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diff --git a/catalyst-reports.html b/catalyst-reports.html
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index 00000000..5d03bcb0
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+<!DOCTYPE HTML>
+<html lang="en" class="light" dir="ltr">
+    <head>
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+            <div class="sidebar-scrollbox">
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html" class="active"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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+                    <main>
+                        <h1 id="catalyst-reports"><a class="header" href="#catalyst-reports">Catalyst reports</a></h1>
+<p>Our project was funded by Catalyst. As a proof of completion, we collected our reports of
+finished Catalyst projects here:</p>
+<ul>
+<li><a href="catalyst09-reports">Catalyst 9 reports</a>
+<ul>
+<li><a href="catalyst09-reports/milestone-1.html">Milestone 1: Research</a></li>
+<li><a href="catalyst09-reports/milestone-2.html">Milestone 2: End to end proof of concept</a></li>
+<li><a href="catalyst09-reports/milestone-3.html">Milestone 3: Testing and documentation</a></li>
+<li><a href="catalyst09-reports/milestone-3.html">Milestone 4: Project adoption</a></li>
+</ul>
+</li>
+<li><a href="catalyst10-reports">Catalyst 10 reports</a>
+<ul>
+<li><a href="catalyst10-reports/milestone-1.html">Milestone 1: Rust support</a></li>
+</ul>
+</li>
+</ul>
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diff --git a/catalyst09-reports/index.html b/catalyst09-reports/index.html
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+<!DOCTYPE HTML>
+<html lang="en" class="light" dir="ltr">
+    <head>
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+                        <h1 id="catalyst-milestone-1-research"><a class="header" href="#catalyst-milestone-1-research">Catalyst milestone 1: Research</a></h1>
+<h2 id="outputs"><a class="header" href="#outputs">Outputs</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+A report summarizing user interviews and containing a qualitative analysis of the discovered use cases.
+<ul>
+<li><strong>STATUS</strong>: Done (#17)</li>
+<li>An interview with 3 MLabs engineers was performed (1.5h) who's work span multiple Cardano dApp projects. Their <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/feedback/interview-notes.md">feedback</a> is made available in the repo.</li>
+<li>Additionally, a survey was sent out to MLabs engineers and their <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/feedback/questionnaire-results.pdf">feedback</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+An architecture design document.
+<ul>
+<li><strong>STATUS</strong>: Done (#17)</li>
+<li>Extensive documentation on <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/design.md">design</a>, <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/compiler.md">compiler</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/codegen.md">codegen</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A language specification document elaborating on the data type model features.
+<ul>
+<li><strong>STATUS</strong>: Done (#17)</li>
+<li>Extensive documentation on <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/design.md">design</a>, <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/compiler.md">compiler</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/codegen.md">codegen</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A related work document comparing the proposed technology via a feature matrix with others in the same space.
+<ul>
+<li><strong>STATUS</strong>: Done (#17, #18)</li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/comparison-matrix.md">Document</a> comparing different schema techologies to LambdaBuffers is made available in the repo</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+An initial compiler implementation that performs some basic checks in accordance with the language specification.
+<ul>
+<li><strong>STATUS</strong>: Done (#10)</li>
+<li>The <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-compiler">initial compiler implementation perform</a> <code>kind checking</code> is made available in the repo.</li>
+</ul>
+</li>
+</ul>
+<h2 id="acceptance-criteria"><a class="header" href="#acceptance-criteria">Acceptance Criteria</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+At least 3 users/projects have been interviewed about their desired use case for this technology.
+<ul>
+<li>An interview with 3 MLabs engineers was performed (1.5h) who's work span multiple Cardano dApp projects. Their <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/feedback/interview-notes.md">feedback</a> is made available in the repo.</li>
+<li>Additionally, a survey was sent out to MLabs engineers and their <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/feedback/questionnaire-results.pdf">feedback</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The architecture design document is completed and available in the project repository.
+<ul>
+<li>Extensive documentation on <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/design.md">design</a>, <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/compiler.md">compiler</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/codegen.md">codegen</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The initial compiler implementation is completed, capturing SOME of the intended language semantics as described in the Language Specification
+<ul>
+<li>The <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-compiler">initial compiler implementation perform</a> <code>kind checking</code> is made available in the repo.</li>
+</ul>
+</li>
+</ul>
+<h2 id="evidence-of-milestone-completion"><a class="header" href="#evidence-of-milestone-completion">Evidence of Milestone Completion</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+Completed and reviewed design document is available in the project repository.
+<ul>
+<li>Extensive documentation on <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/design.md">design</a>, <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/compiler.md">compiler</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/codegen.md">codegen</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Completed and reviewed initial version of the compiler command line tool made available in the project repository.
+<ul>
+<li>The <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-frontend">Frontend CLI</a> called <code>lambda-buffers-frontend-cli</code> is made available in the repo and is currently able to parse, validate and format <code>.lbf</code> documents that contain the LambdaBuffers type modules:</li>
+</ul>
+</li>
+</ul>
+<pre><code class="language-shell">lambda-buffers/lambda-buffers-frontend$ cabal run 
+Usage: lambda-buffers-frontend-cli COMMAND
+
+  LambdaBuffers Frontend command-line interface tool
+
+Available options:
+  -h,--help                Show this help text
+
+Available commands:
+  compile                  Compile a LambdaBuffers Module (.lbf)
+  format                   Format a LambdaBuffers Module (.lbf)
+</code></pre>
+<p>There's ongoing work to integrate the <a href="lambda-buffers-compiler">Compiler CLI</a> in the Frontend CLI.</p>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+Test case: Compiler is able to validate a schema that uses a subset of types and capabilities from the spec.
+<ul>
+<li>Both the <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-frontend">Frontend</a> and the <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-compiler">Compiler</a> components are accompanied by a test suite that is routinely run by the projects' CI system.</li>
+<li>A <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-frontend/resources">corpus of <code>lbf</code></a> files is made available in the repo and used in the test suite to ensure correct document handling.</li>
+<li>The <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-compiler/test/Test/KindCheck.hs">compiler tests on the kind checking machinery</a> is also made available in the repo.</li>
+</ul>
+</li>
+</ul>
+<h2 id="references"><a class="header" href="#references">References</a></h2>
+<ul>
+<li><a href="https://docs.google.com/spreadsheets/d/16dTxgGsxHvcMe5aCgFPDYEJKgX_VQiNAcwhp2RyA48o/edit#gid=1672366179">Catalyst project sheet</a></li>
+</ul>
+
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+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="../introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="../using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="../purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="../plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="../rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="../getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="../design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="../api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="../syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="../compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="../codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="../command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="../comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="../catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-2.html" class="active"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="../catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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+                        <h1 id="catalyst-milestone-2-end-to-end-proof-of-concept"><a class="header" href="#catalyst-milestone-2-end-to-end-proof-of-concept">Catalyst milestone 2: End to end proof of concept</a></h1>
+<h2 id="outputs"><a class="header" href="#outputs">Outputs</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+A configuration DSL for specifying domain data types.
+<ul>
+<li>LambdaBuffers <strong>Frontend</strong> supports specifying modules with <strong>type definitions</strong> with <strong>opaque</strong>, <strong>product/record</strong> and <strong>sum</strong> types. Additionally, type <strong>class definitions</strong> are supported as well as type <strong>class rule definitions</strong> using the 'instance clause' and 'derive' syntax.</li>
+<li>Refer to the standard LambdaBuffers library <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/lbf-base">lbf-base</a> to get a sense of what the language looks like.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A compiler tool that outputs the interpreted configuration.
+<ul>
+<li>The Compiler is exposed via an <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-proto/compiler.proto">Google Protobuffers based API</a>. The Codegen shares the same API types and is exposed in a similar fashion. The Frontend communicates with these components via the API.</li>
+<li>The API documentation is made available via <a href="https://mlabs-haskell.github.io/lambda-buffers/compiler-api.html">LambdaBuffers Github Pages</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Codegen module that takes in the interpreted configuration and outputs a Haskell+PlutusTx (was Plutarch) Cabal project containing all the types and necessary type class wiring.
+<ul>
+<li>The module implementation is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/src/LambdaBuffers/Codegen/Haskell">lambda-buffers-codegen/src/LambdaBuffers/Codegen/Haskell</a>.</li>
+<li>The auto-generated Haskell files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers</a>.</li>
+<li>Codegen module outputs Haskell type definitions, and <a href="https://hackage.haskell.org/package/base-4.15.0.0/docs/Data-Eq.html#t:Eq">Prelude.Eq</a> and <a href="https://github.com/input-output-hk/plutus/blob/848ec58de981a144226ee203c46144c0f3213f26/plutus-tx/src/PlutusTx/IsData/Class.hs#L34">PlutusTx.ToData</a> type class implementations automatically.</li>
+<li>Plutarch Codegen module is suspended for the current milestone (as communicated with the Catalyst team). Plutarch is a Haskell EDSL for writing Plutus (UPLC) programs, and can be considered a completely separate backend/target language.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Codegen module that takes in the interpreted configuration and outputs a Purescript+CTL Spago project containing all the types and necessary wiring.
+<ul>
+<li>The module implementation is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript">lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript</a>.</li>
+<li>The auto-generated Purescript files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers</a>.</li>
+<li>Codegen module outputs Purescript type definitions and <a href="https://pursuit.purescript.org/packages/purescript-prelude/3.1.0/docs/Data.Eq#t:Eq">Prelude.Eq</a> and <a href="https://github.com/Plutonomicon/cardano-transaction-lib/blob/b565f4b1ec877c671ec4ffc13b1b89dbe498bceb/src/Internal/ToData.purs#L73">Ctl.Internal.ToData
+</a> type class implementations.</li>
+</ul>
+</li>
+</ul>
+<h2 id="acceptance-criteria"><a class="header" href="#acceptance-criteria">Acceptance Criteria</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The generated Haskell+Plutarch Cabal project can successfully be built.</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The generated Purescript+CTL Spago project can successfully be built.</li>
+<li><input disabled="" type="checkbox" checked=""/>
+All the above codegen modules are reviewed and made available in the project repository.</li>
+</ul>
+<h2 id="evidence-of-milestone-completion"><a class="header" href="#evidence-of-milestone-completion">Evidence of Milestone Completion</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+Project repository is equipped with continuous integration tooling.
+<ul>
+<li>The repository has been consistently built with <a href="https://hercules-ci.com/">HerculesCI</a> since the beginning.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Completed and reviewed Haskell+Plutarch codegen module is made available in the project repository and the CI builds it successfully.
+<ul>
+<li>The auto-generated Haskell files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers</a>.</li>
+<li>Additionally, the auto generated Haskell files used during the demo can be found in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/plutustx-env/autogen/LambdaBuffers">experimental/plutustx-env/autogen/LambdaBuffers</a>.</li>
+<li>Codegen module outputs Haskell type definitions, and <a href="https://hackage.haskell.org/package/base-4.15.0.0/docs/Data-Eq.html#t:Eq">Prelude.Eq</a> and <a href="https://github.com/input-output-hk/plutus/blob/848ec58de981a144226ee203c46144c0f3213f26/plutus-tx/src/PlutusTx/IsData/Class.hs#L34">PlutusTx.ToData</a> type class implementations automatically.</li>
+<li>Plutarch Codegen module is suspended for the current milestone (as communicated with the Catalyst team). Plutarch is a Haskell EDSL for writing Plutus (UPLC) programs, and can be considered a completely separate backend/target language.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Completed and reviewed Purescript+CTL codegen module is made available in the project repository and the CI builds it successfully.
+<ul>
+<li>The module implementation is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript">lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript</a>.</li>
+<li>The auto-generated Purescript files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers</a>.</li>
+<li>Additionally, the auto generated Purescript files used during the demo can be found in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/ctl-env/autogen/LambdaBuffers">experimental/ctl-env/autogen/LambdaBuffers</a>.</li>
+<li>Codegen module outputs Purescript type definitions and <a href="https://pursuit.purescript.org/packages/purescript-prelude/3.1.0/docs/Data.Eq#t:Eq">Prelude.Eq</a> and <a href="https://github.com/Plutonomicon/cardano-transaction-lib/blob/b565f4b1ec877c671ec4ffc13b1b89dbe498bceb/src/Internal/ToData.purs#L73">Ctl.Internal.ToData
+</a> type class implementations.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Test case: Compiler is able to output a valid module with types from a schema in Haskell+Plutarch.
+<ul>
+<li>The auto-generated Haskell files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Test case: Compiler is able to output a valid module with types from a schema in PureScript.
+<ul>
+<li>The auto-generated Purescript files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers</a>.</li>
+</ul>
+</li>
+</ul>
+<h2 id="demo-recordings"><a class="header" href="#demo-recordings">Demo recordings</a></h2>
+<ul>
+<li>Introduction, working with the LambdaBuffers CLI tools and Frontend overview.
+<ul>
+<li><a href="https://www.youtube.com/watch?v=KnznwIdkFLM">https://www.youtube.com/watch?v=KnznwIdkFLM</a></li>
+</ul>
+</li>
+<li>Codegen into Haskell
+<ul>
+<li><a href="https://www.youtube.com/watch?v=WhZU66fcnig">https://www.youtube.com/watch?v=WhZU66fcnig</a></li>
+</ul>
+</li>
+<li>Codegen into Purescript
+<ul>
+<li><a href="https://www.youtube.com/watch?v=tXnjt5h7D9w">https://www.youtube.com/watch?v=tXnjt5h7D9w</a></li>
+</ul>
+</li>
+</ul>
+<p>Demo files:</p>
+<ul>
+<li>LambdaBuffers <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/plutustx-env/api/Citizen.lbf">Citizen.lbf</a> module.</li>
+<li>Purescript demo files <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/ctl-env/autogen/LambdaBuffers">ctl-env</a>.</li>
+<li>Haskell demo files <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/plutustx-env">plutustx-env</a>.</li>
+</ul>
+<h2 id="references"><a class="header" href="#references">References</a></h2>
+<ul>
+<li><a href="https://docs.google.com/spreadsheets/d/16dTxgGsxHvcMe5aCgFPDYEJKgX_VQiNAcwhp2RyA48o/edit#gid=1672366179">Catalyst project sheet</a></li>
+</ul>
+
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+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="../introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="../using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="../purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="../plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="../rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="../getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="../design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="../api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="../syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="../compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="../codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="../command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="../comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="../catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-3.html" class="active"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-3.html" class="active"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="../catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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+                        <h1 id="catalyst-milestone-3-testing-and-documentation"><a class="header" href="#catalyst-milestone-3-testing-and-documentation">Catalyst milestone 3: Testing and documentation</a></h1>
+<h2 id="outputs"><a class="header" href="#outputs">Outputs</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A test suite checking for correct mapping from schema data types to PlutusData encodings against a known-good corpus of such mappings (golden tests).</p>
+<ul>
+<li>A dedicated <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus">lbt-plutus</a> test suite was implemented for both <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">Haskell</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">Purescript</a> backends. They leverage both golden unit testing approach and randomized property based testing to assert the essential properties of the LambdaBuffers Plutus package:
+<ul>
+<li><code>Plutus.V1.PlutusData</code> derivation tests
+<ul>
+<li>Golden unit tests: <code>forall (golden : Days.Day.*.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden</code></li>
+<li>Property tests: <code>forall (x : Foo.*): (fromPlutusData . toPlutusData) x == x</code></li>
+</ul>
+</li>
+<li><code>Plutus.V1.PlutusData</code> instance tests
+<ul>
+<li>Golden unit tests: <code>forall (golden : *.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden</code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A test suite checking for roundtrip compatibility between codegened target environments.</p>
+<ul>
+<li>A dedicated <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus">lbt-plutus</a> test suite was implemented for both <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">Haskell</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">Purescript</a> backends.</li>
+<li>A dedicated <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude">lbt-prelude</a> test suite was implemented for both <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-haskell">Haskell</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-purescript">Purescript</a> backends.</li>
+<li>Both include golden unit tests that provide assurances that these backends implement the LambdaBuffers packages in a mutually compatible manner.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A modular and contract-based test suite architecture streamlining codegen testing compliance for any of the supported typeclasses.</p>
+<ul>
+<li>A testing strategy was devised and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites">implemented</a> where each supported backend must implement the <code>lbt</code> (ie. a LambdaBuffers test suite) for the corresponding LambdaBuffers package. A package is a collection of LambdaBuffers schemas and their associated runtime libraries.</li>
+<li>LambdaBuffers Prelude
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-prelude">libs/lbf-prelude</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-prelude">runtimes/haskell/lbr-prelude</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-prelude">runtimes/purescript/lbr-prelude</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-haskell">testsuites/lbt-prelude/lbt-prelude-haskell
+</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-purescript">testsuites/lbt-prelude/lbt-prelude-purescript
+</a></li>
+</ul>
+</li>
+<li>LambdaBuffers Plutus
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-plutus">libs/lbf-plutus</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-plutus">runtimes/haskell/lbr-plutus
+</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-plutus">runtimes/purescript/lbr-plutus</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">testsuites/lbt-plutus/lbt-plutus-haskell</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">testsuites/lbt-plutus/lbt-plutus-purescript</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A document mapping the schema data types and typeclasses to their corresponding code-generated variants in the target environments.</p>
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/haskell.html">LambdaBuffers to Haskell</a> documentation.</li>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/purescript.html">LambdaBuffers to Purescript</a> documentation.</li>
+</ul>
+</li>
+</ul>
+<h2 id="acceptance-criteria"><a class="header" href="#acceptance-criteria">Acceptance Criteria</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The test suites are passing for the Haskell+PlutusTx codegen module.
+<ul>
+<li>CI targets:
+<ul>
+<li>checks.x86_64-linux.&quot;check-lbt-prelude-haskell:test:tests&quot;</li>
+<li>checks.x86_64-linux.&quot;check-lbt-plutus-haskell:test:tests&quot;</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The test suites are passing for the Purescript+CTL codegen module.
+<ul>
+<li>CI targets:
+<ul>
+<li>checks.x86_64-linux.&quot;purescript:lbt-plutus:check&quot;</li>
+<li>checks.x86_64-linux.&quot;purescript:lbt-prelude:check&quot;</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The “Mappings” document is made available in the project repository.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/haskell.html">LambdaBuffers to Haskell</a> documentation.</li>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/purescript.html">LambdaBuffers to Purescript</a> documentation.</li>
+</ul>
+</li>
+</ul>
+<h2 id="evidence-of-milestone-completion"><a class="header" href="#evidence-of-milestone-completion">Evidence of Milestone Completion</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed test suite implementation for Haskell+PlutusTx codegen module is made available in the project repository.
+<ul>
+<li>LambdaBuffers Prelude
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-prelude">libs/lbf-prelude</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-prelude">runtimes/haskell/lbr-prelude</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-haskell">testsuites/lbt-prelude/lbt-prelude-haskell
+</a></li>
+</ul>
+</li>
+<li>LambdaBuffers Plutus
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-plutus">libs/lbf-plutus</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-plutus">runtimes/haskell/lbr-plutus
+</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">testsuites/lbt-plutus/lbt-plutus-haskell</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed test suite implementation for Purescript+CTL codegen module is made available in the project repository.
+<ul>
+<li>LambdaBuffers Prelude
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-prelude">libs/lbf-prelude</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-prelude">runtimes/purescript/lbr-prelude</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-purescript">testsuites/lbt-prelude/lbt-prelude-purescript
+</a></li>
+</ul>
+</li>
+<li>LambdaBuffers Plutus
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-plutus">libs/lbf-plutus</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-plutus">runtimes/purescript/lbr-plutus</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">testsuites/lbt-plutus/lbt-plutus-purescript</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The “Mappings” document is made available in the project repository.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/haskell.html">LambdaBuffers to Haskell</a> documentation.</li>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/purescript.html">LambdaBuffers to Purescript</a> documentation.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Test case: Robust Test cases to catch edge conditions are added against a wide variety of schemas, and output in all codegen backends.
+<ul>
+<li>Implemented as part of <code>lbf</code> (LambdaBuffers Frontend) test suite.</li>
+</ul>
+</li>
+</ul>
+<h2 id="references"><a class="header" href="#references">References</a></h2>
+<ul>
+<li><a href="https://docs.google.com/spreadsheets/d/16dTxgGsxHvcMe5aCgFPDYEJKgX_VQiNAcwhp2RyA48o/edit#gid=1672366179">Catalyst project sheet</a></li>
+</ul>
+<h2 id="documentation-strategy"><a class="header" href="#documentation-strategy">Documentation strategy</a></h2>
+<p>Each typeclass receives a Specification document that closely explains the required semantics for LB types (sum/products/records).</p>
+<p>Each backend receives a User documentation that elaborates on how the generated code is used.</p>
+<h2 id="testing-strategy"><a class="header" href="#testing-strategy">Testing strategy</a></h2>
+<p>LambdaBuffers works with typeclasses, such as Eq, PlutusData and JSON. When a LB type has been declared with support for any of such typeclass, values of said types need to be handled in exactly the same manner as elaborated in the Specification for a given Typeclass in ALL support target language environments.</p>
+<p>Concretely, if a type <code>Foo</code> has been declared with support for <code>JSON</code>, and <code>toJson</code> and <code>fromJson</code> methods have been generated for target languages, they have to be in correspondence.</p>
+<pre><code class="language-lbf">module Foo
+
+import Prelude (Json)
+
+sum Foo = Bar Integer | Baz Text
+
+deriving Json Foo
+</code></pre>
+<p>In Haskell and Purescript values of <code>Foo</code> would be <code>Bar 1</code> and <code>Baz &quot;baz&quot;</code>, and their respective JSON mappings would be <code>{&quot;constructor&quot; : &quot;Bar&quot;, &quot;product&quot; : [1]}</code> and <code>{&quot;constructor&quot; : &quot;Baz&quot;, &quot;product&quot; : [&quot;baz&quot;]}</code>.</p>
+<h3 id="testing-encoding-typeclasses-from--to-goldens"><a class="header" href="#testing-encoding-typeclasses-from--to-goldens">Testing encoding typeclasses: <code>from . to</code> goldens</a></h3>
+<p>For each typeclass, we maintain a set of <code>golden' files of known good/bad that lift into the target language with</code>from<code>and write it back with</code>to` into a separate file. Then we provide an assertion that these files are semantically 'equal' (for example JSON spaces don't matter and such).</p>
+<p>Example test:</p>
+<ul>
+<li>test/foo/Foo.lbf</li>
+<li>test/foo/json/bar.1.json</li>
+<li>test/foo/json/bar.2.json</li>
+<li>test/foo/json/baz.1.json</li>
+<li>test/foo/json/baz.2.json</li>
+<li>test/foo/json/haskell/bar.1.json</li>
+<li>test/foo/json/haskell/bar.2.json</li>
+<li>test/foo/json/haskell/baz.1.json</li>
+<li>test/foo/json/haskell/baz.2.json</li>
+<li>test/foo/json/purescript/bar.1.json</li>
+<li>test/foo/json/purescript/bar.2.json</li>
+<li>test/foo/json/purescript/baz.1.json</li>
+<li>test/foo/json/purescript/baz.2.json</li>
+<li>test/foo/plutusdata/bar.1.json</li>
+<li>test/foo/plutusdata/bar.2.json</li>
+<li>test/foo/plutusdata/baz.1.json</li>
+<li>test/foo/plutusdata/baz.2.json</li>
+<li>test/foo/plutusdata/haskell/bar.1.json</li>
+<li>test/foo/plutusdata/haskell/bar.2.json</li>
+<li>test/foo/plutusdata/haskell/baz.1.json</li>
+<li>test/foo/plutusdata/haskell/baz.2.json</li>
+<li>test/foo/plutusdata/purescript/bar.1.json</li>
+<li>test/foo/plutusdata/purescript/bar.2.json</li>
+<li>test/foo/plutusdata/purescript/baz.1.json</li>
+<li>test/foo/plutusdata/purescript/baz.2.json</li>
+</ul>
+<h3 id="testing-equality-typeclasses-symmetry-and-transitivity"><a class="header" href="#testing-equality-typeclasses-symmetry-and-transitivity">Testing equality typeclasses: symmetry and transitivity</a></h3>
+<ul>
+<li><code>sym :: (a :~: b) -&gt; b :~: a</code></li>
+<li><code>trans :: (a :~: b) -&gt; (b :~: c) -&gt; a :~: c</code></li>
+</ul>
+<p>This could be done with goldens and randomized testing. However, <code>goldens</code> approach assumes a correct marshaling procedure while the <code>randomized</code> assumes generators. Perhaps having both makes sense.</p>
+<h2 id="todo-provide-time-estimates"><a class="header" href="#todo-provide-time-estimates">TODO (provide time estimates)</a></h2>
+<ol start="0">
+<li>Define the version 1 of <code>Prelude</code> and <code>Plutus</code> LBF libraries which MUST be supported</li>
+<li>Support the Json typeclass
+<ol>
+<li>Codegen</li>
+<li>Runtime support</li>
+</ol>
+</li>
+<li>Support the Plutarch backend</li>
+<li>Document typeclasses
+<ol>
+<li>Eq</li>
+<li>PlutusData</li>
+<li>Json</li>
+</ol>
+</li>
+<li>Document backends
+<ol>
+<li>Sum/Product/Record type construction and deconstruction (Haskell, Purescript, Plutarch)</li>
+<li>Eq/Json/PlutusData typeclass use (Haskell, Purescript, Plutarch minus Json)</li>
+</ol>
+</li>
+<li>Devise <code>goldens</code>
+<ol>
+<li>Eq</li>
+<li>PlutusData</li>
+<li>Json</li>
+</ol>
+</li>
+<li>Implement the test suite
+<ol>
+<li>Provide assertions</li>
+<li>Hook to the CI</li>
+</ol>
+</li>
+</ol>
+
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+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="../introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="../using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="../purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="../plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="../rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="../getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="../design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="../api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="../syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="../compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="../codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="../command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="../comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="../catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="../catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="../catalyst10-reports/index.html" class="active"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="../catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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+                        <h1 id="catalyst-milestone-1-rust-support"><a class="header" href="#catalyst-milestone-1-rust-support">Catalyst milestone 1: Rust support</a></h1>
+<h2 id="outputs"><a class="header" href="#outputs">Outputs</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+A LambdaBuffers code generation module that outputs type definitions and derived implementations in the Rust programming language given a LambdaBuffers schema.
+<ul>
+<li>The module implementation is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/lambda-buffers-codegen/src/LambdaBuffers/Codegen/Rust">lambda-buffers-codegen/src/LambdaBuffers/Codegen/Rust</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Rust library that implements the LambdaBuffers Prelude runtime. This module would include standardised JSON encoding and equality implementations for all declared type class instances in the schema.
+<ul>
+<li>A Prelude library for Rust was implemented together with a separate library for Json trait instance derive macros. These can be found here:
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/runtimes/rust/lbr-prelude">runtimes/rust/lbr-prelude</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/runtimes/rust/lbr-prelude-derive">runtimes/rust/lbr-prelude-derive</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Rust test suite that assures the manually implemented and automatically generated implementations are consistent with the predefined LambdaBuffers Prelude golden data set of JSON files and perform correct implementation derivation.
+<ul>
+<li>A test suite was implemented with automatically generated Rust types and trait implementations for Prelude types, it can be found here: <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-prelude/lbt-prelude-rust">testsuites/lbt-prelude/lbt-prelude-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Rust library that implements the LambdaBuffers Plutus runtime. This module would include standardised PlutusData encoding implementations for all declared type class instances in the Plutus schema.
+<ul>
+<li>A standalone library was implemented (still in active development) with Plutus ledger types. LambdaBuffers runtime functionality is included in this library: <a href="https://github.com/mlabs-haskell/plutus-ledger-api-rust/tree/23eb5df1be03e5983865867f74a2933b7063414d">plutus-ledger-api-rust</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Rust test suite that assures the manually implemented and automatically generated implementations are consistent with the predefined LambdaBuffers Plutus golden data set of PlutusData encoded files and perform correct implementation derivation.
+<ul>
+<li>A test suite was implemented with automatically generated Rust types and trait implementations for Plutus types, it can be found here: <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-plutus/lbt-plutus-rust">testsuites/lbt-plutus/lbt-plutus-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Nix devops modules (Nix API) for streamlining the LambdaBuffers code generation pipeline to Rust.
+<ul>
+<li>New flake modules were implemented to easily generate Rust crates from LambdaBuffers:
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-rust.nix">lbf-rust</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-prelude-rust.nix">lbf-prelude-rust</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-plutus-rust.nix">lbf-plutus-rust</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Documentation on LambdaBuffers usage patterns for Rust.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/rust.html">A new page was created for the Rust use case</a></li>
+</ul>
+</li>
+</ul>
+<h2 id="acceptance-criteria"><a class="header" href="#acceptance-criteria">Acceptance Criteria</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+LambdaBuffers schemas that are based on the LambdaBuffers Prelude module can be used in Rust projects to specify application types.
+<ul>
+<li>Test libraries for Prelude demonstrate how Rust code for LambdaBuffers Prelude is generated to Rust and used in a library: <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-prelude/lbt-prelude-rust">testsuites/lbt-prelude/lbt-prelude-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+LambdaBuffers schemas that are based on the LambdaBuffers Plutus module can be used in Rust projects to specify application types.
+<ul>
+<li>Test libraries for Prelude demonstrate how Rust code for LambdaBuffers Plutus is generated to Rust and used in a library: <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-plutus/lbt-plutus-rust">testsuites/lbt-plutus/lbt-plutus-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The documentation and devops tooling is available to facilitate easy adoption.
+<ul>
+<li>Similarly to other languages supported by LambdaBuffers, a Rust flake is implemented. The testing libraries also serve as an example, to understand how to use these Nix utilities:
+<a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-plutus/lbt-plutus-rust/build.nix">testsuites/lbt-plutus/lbt-plutus-rust/build.nix</a></li>
+</ul>
+</li>
+</ul>
+<h2 id="evidence-of-milestone-completion"><a class="header" href="#evidence-of-milestone-completion">Evidence of Milestone Completion</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers Prelude runtime library is available for the Rust programming language.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/runtimes/rust/lbr-prelude">runtimes/rust/lbr-prelude</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/runtimes/rust/lbr-prelude-derive">runtimes/rust/lbr-prelude-derive</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers Plutus runtime library is available for the Rust programming language.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/plutus-ledger-api-rust/tree/23eb5df1be03e5983865867f74a2933b7063414d">plutus-ledger-api-rust</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers Prelude test suite is available and is passing in CI for the Rust programming language.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-prelude/lbt-prelude-rust">testsuites/lbt-prelude/lbt-prelude-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers Plutus test suite is available and is passing in CI for the Rust programming language.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-plutus/lbt-plutus-rust">testsuites/lbt-plutus/lbt-plutus-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed Nix API for LambdaBuffers Rust support is available.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-rust.nix">lbf-rust</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-prelude-rust.nix">lbf-prelude-rust</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-plutus-rust.nix">lbf-plutus-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers for Rust documentation is available.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/rust.html">Rust documentation</a></li>
+</ul>
+</li>
+</ul>
+<h2 id="demo-files"><a class="header" href="#demo-files">Demo files</a></h2>
+<ul>
+<li>Demo project: <a href="https://github.com/mlabs-haskell/lambda-buffers-for-cardano/tree/main/transactions/demo-rust">lambda-buffers-for-cardano</a></li>
+</ul>
+
+                    </main>
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diff --git a/codegen.html b/codegen.html
index 8a4441bb..23cd2b6f 100644
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@@ -88,7 +88,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
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-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html" class="active"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html" class="active"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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diff --git a/command-line-interface.html b/command-line-interface.html
index 0c375948..515845d3 100644
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+++ b/command-line-interface.html
@@ -88,7 +88,7 @@
 
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-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html" class="active"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html" class="active"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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diff --git a/comparison-matrix.html b/comparison-matrix.html
index d9152859..559dc163 100644
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+++ b/comparison-matrix.html
@@ -88,7 +88,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
             <div class="sidebar-scrollbox">
-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html" class="active"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html" class="active"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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diff --git a/compiler.html b/compiler.html
index 72070828..ffa241e5 100644
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@@ -88,7 +88,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
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-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html" class="active"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html" class="active"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html" class="active"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html" class="active"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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diff --git a/getting-started.html b/getting-started.html
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+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html" class="active"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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diff --git a/haskell.html b/haskell.html
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@@ -88,7 +88,7 @@
 
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-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html" class="active"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html" class="active"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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diff --git a/index.html b/index.html
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+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html" class="active"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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@@ -233,7 +233,7 @@ <h1 id="lambda-buffers-introduction"><a class="header" href="#lambda-buffers-int
 
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diff --git a/introduction.html b/introduction.html
index 54ba5536..7acc8980 100644
--- a/introduction.html
+++ b/introduction.html
@@ -88,7 +88,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
             <div class="sidebar-scrollbox">
-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html" class="active"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html" class="active"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
             </div>
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@@ -222,7 +222,7 @@ <h1 id="lambda-buffers-introduction"><a class="header" href="#lambda-buffers-int
                     <nav class="nav-wrapper" aria-label="Page navigation">
                         <!-- Mobile navigation buttons -->
 
-                            <a rel="next prefetch" href="getting-started.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
+                            <a rel="next prefetch" href="using-lambdabuffers.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
                                 <i class="fa fa-angle-right"></i>
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@@ -233,7 +233,7 @@ <h1 id="lambda-buffers-introduction"><a class="header" href="#lambda-buffers-int
 
             <nav class="nav-wide-wrapper" aria-label="Page navigation">
 
-                    <a rel="next prefetch" href="getting-started.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
+                    <a rel="next prefetch" href="using-lambdabuffers.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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diff --git a/plutarch.html b/plutarch.html
index c6864bce..f0159f2c 100644
--- a/plutarch.html
+++ b/plutarch.html
@@ -3,7 +3,7 @@
     <head>
         <!-- Book generated using mdBook -->
         <meta charset="UTF-8">
-        <title>LambdaBuffers for Plutarch - Lambda Buffers documentation</title>
+        <title>LambdaBuffers to Plutarch - Lambda Buffers documentation</title>
 
 
         <!-- Custom HTML head -->
@@ -88,7 +88,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
             <div class="sidebar-scrollbox">
-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html" class="active"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html" class="active"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
             </div>
             <div id="sidebar-resize-handle" class="sidebar-resize-handle">
                 <div class="sidebar-resize-indicator"></div>
diff --git a/print.html b/print.html
index 993213c3..4ebd018f 100644
--- a/print.html
+++ b/print.html
@@ -89,7 +89,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
             <div class="sidebar-scrollbox">
-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
             </div>
             <div id="sidebar-resize-handle" class="sidebar-resize-handle">
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@@ -217,55 +217,18 @@ <h1 id="lambda-buffers-introduction"><a class="header" href="#lambda-buffers-int
 by the LambdaBuffers code generator behave identically.</p>
 </li>
 </ol>
-<div style="break-before: page; page-break-before: always;"></div><h1 id="getting-started"><a class="header" href="#getting-started">Getting started</a></h1>
-<h2 id="installing-nix"><a class="header" href="#installing-nix">Installing Nix</a></h2>
-<p>This repository relies heavily on the <a href="https://nixos.org/download.html">Nix Package
-Manager</a> for both development and package
-distribution.</p>
-<p>To install run the following command:</p>
-<pre><code class="language-sh">sh &lt;(curl -L https://nixos.org/nix/install) --daemon
-</code></pre>
-<p>and follow the instructions.</p>
-<pre><code class="language-sh">$ nix --version
-nix (Nix) 2.8.0
-</code></pre>
-<blockquote>
-<p>NOTE: The repository should work with Nix version greater or equal to 2.8.0.</p>
-</blockquote>
-<p>Make sure to enable <a href="https://nixos.wiki/wiki/Flakes#Enable_flakes">Nix Flakes</a>
-and IFD by editing either <code>~/.config/nix/nix.conf</code> or <code>/etc/nix/nix.conf</code> on
-your machine and add the following configuration entries:</p>
-<pre><code class="language-yaml">experimental-features = nix-command flakes
-allow-import-from-derivation = true
-</code></pre>
-<p>Optionally, to improve build speed, it is possible to set up a binary caches
-maintained by IOHK and Plutonomicon by setting additional configuration entries:</p>
-<pre><code class="language-yaml">substituters = https://cache.nixos.org https://iohk.cachix.org https://cache.iog.io https://public-plutonomicon.cachix.org
-trusted-public-keys = cache.nixos.org-1:6NCHdD59X431o0gWypbMrAURkbJ16ZPMQFGspcDShjY= hydra.iohk.io:f/Ea+s+dFdN+3Y/G+FDgSq+a5NEWhJGzdjvKNGv0/EQ= iohk.cachix.org-1:DpRUyj7h7V830dp/i6Nti+NEO2/nhblbov/8MW7Rqoo= public-plutonomicon.cachix.org-1:3AKJMhCLn32gri1drGuaZmFrmnue+KkKrhhubQk/CWc=
-</code></pre>
-<h2 id="building-and-development"><a class="header" href="#building-and-development">Building and development</a></h2>
-<p>To facilitate seamlessly moving between directories and associated Nix
-development shells we use <a href="https://direnv.net">direnv</a> and
-<a href="https://github.com/nix-community/nix-direnv">nix-direnv</a>:</p>
-<p>To install both using <code>nixpkgs</code>:</p>
-<pre><code class="language-sh">nix profile install nixpkgs#direnv
-nix profile install nixpkgs#nix-direnv
-</code></pre>
-<p>Your shell and editors should pick up on the <code>.envrc</code> files in different
-directories and prepare the environment accordingly.  Use <code>direnv allow</code> to
-enable the direnv environment and <code>direnv reload</code> to reload it when necessary.</p>
-<p>Additionally, throughout the repository one can use:</p>
-<pre><code class="language-sh">$ pre-commit run --all
-cabal-fmt............................................(no files to check)Skipped
-fourmolu.................................................................Passed
-hlint....................................................................Passed
-markdownlint.............................................................Passed
-nix-linter...............................................................Passed
-nixpkgs-fmt..............................................................Passed
-shellcheck...........................................(no files to check)Skipped
-typos....................................................................Passed
-</code></pre>
-<p>To run all the code quality tooling specified in the <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/pre-commit.nix">pre-commit-check config file</a></p>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="using-lambdabuffers"><a class="header" href="#using-lambdabuffers">Using LambdaBuffers</a></h1>
+<p>LambdaBuffers heavily relies on Nix to orchestrate code generation and dependency management.
+If you don't have Nix installed with flakes enabled, please refer to the
+<a href="getting-started.html">Getting Started</a> guide.</p>
+<p>To set up a project with LambdaBuffers and multi-language stack, refer to our demo project at <a href="https://github.com/mlabs-haskell/lambda-buffers-for-cardano">lambda-for-cardano</a>.</p>
+<p>To see, how LambdaBuffers code is transpiled into other languages, see:</p>
+<ul>
+<li><a href="haskell.html">LambdaBuffers to Haskell</a></li>
+<li><a href="purescript.html">LambdaBuffers to Purescript</a></li>
+<li><a href="plutarch.html">LambdaBuffers to Plutarch</a></li>
+<li><a href="rust.html">LambdaBuffers to Rust</a></li>
+</ul>
 <div style="break-before: page; page-break-before: always;"></div><h1 id="lambdabuffers-to-haskell"><a class="header" href="#lambdabuffers-to-haskell">LambdaBuffers to Haskell</a></h1>
 <p>Let's take a look at how LambdaBuffers modules map into Haskell modules and how
 LambdaBuffers type definitions map into Haskell type definitions.</p>
@@ -899,6 +862,55 @@ <h2 id="record-types-2"><a class="header" href="#record-types-2">Record types</a
 LambdaBuffers schema using the <code>record</code> keyword.</p>
 <p>Like with product types, they become Rust <code>struct</code> with named fields.</p>
 <p>All types and their fields are public, allowing to manipulate them without accessors.</p>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="getting-started"><a class="header" href="#getting-started">Getting started</a></h1>
+<h2 id="installing-nix"><a class="header" href="#installing-nix">Installing Nix</a></h2>
+<p>This repository relies heavily on the <a href="https://nixos.org/download.html">Nix Package
+Manager</a> for both development and package
+distribution.</p>
+<p>To install run the following command:</p>
+<pre><code class="language-sh">sh &lt;(curl -L https://nixos.org/nix/install) --daemon
+</code></pre>
+<p>and follow the instructions.</p>
+<pre><code class="language-sh">$ nix --version
+nix (Nix) 2.8.0
+</code></pre>
+<blockquote>
+<p>NOTE: The repository should work with Nix version greater or equal to 2.8.0.</p>
+</blockquote>
+<p>Make sure to enable <a href="https://nixos.wiki/wiki/Flakes#Enable_flakes">Nix Flakes</a>
+and IFD by editing either <code>~/.config/nix/nix.conf</code> or <code>/etc/nix/nix.conf</code> on
+your machine and add the following configuration entries:</p>
+<pre><code class="language-yaml">experimental-features = nix-command flakes
+allow-import-from-derivation = true
+</code></pre>
+<p>Optionally, to improve build speed, it is possible to set up a binary caches
+maintained by IOHK and Plutonomicon by setting additional configuration entries:</p>
+<pre><code class="language-yaml">substituters = https://cache.nixos.org https://iohk.cachix.org https://cache.iog.io https://public-plutonomicon.cachix.org
+trusted-public-keys = cache.nixos.org-1:6NCHdD59X431o0gWypbMrAURkbJ16ZPMQFGspcDShjY= hydra.iohk.io:f/Ea+s+dFdN+3Y/G+FDgSq+a5NEWhJGzdjvKNGv0/EQ= iohk.cachix.org-1:DpRUyj7h7V830dp/i6Nti+NEO2/nhblbov/8MW7Rqoo= public-plutonomicon.cachix.org-1:3AKJMhCLn32gri1drGuaZmFrmnue+KkKrhhubQk/CWc=
+</code></pre>
+<h2 id="building-and-development"><a class="header" href="#building-and-development">Building and development</a></h2>
+<p>To facilitate seamlessly moving between directories and associated Nix
+development shells we use <a href="https://direnv.net">direnv</a> and
+<a href="https://github.com/nix-community/nix-direnv">nix-direnv</a>:</p>
+<p>To install both using <code>nixpkgs</code>:</p>
+<pre><code class="language-sh">nix profile install nixpkgs#direnv
+nix profile install nixpkgs#nix-direnv
+</code></pre>
+<p>Your shell and editors should pick up on the <code>.envrc</code> files in different
+directories and prepare the environment accordingly.  Use <code>direnv allow</code> to
+enable the direnv environment and <code>direnv reload</code> to reload it when necessary.</p>
+<p>Additionally, throughout the repository one can use:</p>
+<pre><code class="language-sh">$ pre-commit run --all
+cabal-fmt............................................(no files to check)Skipped
+fourmolu.................................................................Passed
+hlint....................................................................Passed
+markdownlint.............................................................Passed
+nix-linter...............................................................Passed
+nixpkgs-fmt..............................................................Passed
+shellcheck...........................................(no files to check)Skipped
+typos....................................................................Passed
+</code></pre>
+<p>To run all the code quality tooling specified in the <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/pre-commit.nix">pre-commit-check config file</a></p>
 <div style="break-before: page; page-break-before: always;"></div><h1 id="lambdabuffers-design"><a class="header" href="#lambdabuffers-design">LambdaBuffers Design</a></h1>
 <p>The goal of the LambdaBuffers project is to enable software developers to
 specify their application types in a common format that can be conveniently
@@ -2558,6 +2570,871 @@ <h2 id="references"><a class="header" href="#references">References</a></h2>
 <li>https://www.itu.int/en/ITU-T/asn1/Pages/introduction.aspx</li>
 <li>https://protobuf.dev/</li>
 <li>https://github.com/dcSpark/cddl-codegen</li>
+</ul>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="catalyst-reports"><a class="header" href="#catalyst-reports">Catalyst reports</a></h1>
+<p>Our project was funded by Catalyst. As a proof of completion, we collected our reports of
+finished Catalyst projects here:</p>
+<ul>
+<li><a href="catalyst09-reports">Catalyst 9 reports</a>
+<ul>
+<li><a href="catalyst09-reports/milestone-1.html">Milestone 1: Research</a></li>
+<li><a href="catalyst09-reports/milestone-2.html">Milestone 2: End to end proof of concept</a></li>
+<li><a href="catalyst09-reports/milestone-3.html">Milestone 3: Testing and documentation</a></li>
+<li><a href="catalyst09-reports/milestone-3.html">Milestone 4: Project adoption</a></li>
+</ul>
+</li>
+<li><a href="catalyst10-reports">Catalyst 10 reports</a>
+<ul>
+<li><a href="catalyst10-reports/milestone-1.html">Milestone 1: Rust support</a></li>
+</ul>
+</li>
+</ul>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="catalyst-9-reports"><a class="header" href="#catalyst-9-reports">Catalyst 9 reports</a></h1>
+<ul>
+<li><a href="catalyst09-reports/catalyst09-reports/milestone-1.html">Milestone 1: Research</a></li>
+<li><a href="catalyst09-reports/catalyst09-reports/milestone-2.html">Milestone 2: End to end proof of concept</a></li>
+<li><a href="catalyst09-reports/catalyst09-reports/milestone-3.html">Milestone 3: Testing and documentation</a></li>
+<li><a href="catalyst09-reports/catalyst09-reports/milestone-3.html">Milestone 4: Project adoption</a></li>
+</ul>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="catalyst-milestone-1-research"><a class="header" href="#catalyst-milestone-1-research">Catalyst milestone 1: Research</a></h1>
+<h2 id="outputs"><a class="header" href="#outputs">Outputs</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+A report summarizing user interviews and containing a qualitative analysis of the discovered use cases.
+<ul>
+<li><strong>STATUS</strong>: Done (#17)</li>
+<li>An interview with 3 MLabs engineers was performed (1.5h) who's work span multiple Cardano dApp projects. Their <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/feedback/interview-notes.md">feedback</a> is made available in the repo.</li>
+<li>Additionally, a survey was sent out to MLabs engineers and their <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/feedback/questionnaire-results.pdf">feedback</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+An architecture design document.
+<ul>
+<li><strong>STATUS</strong>: Done (#17)</li>
+<li>Extensive documentation on <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/design.md">design</a>, <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/compiler.md">compiler</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/codegen.md">codegen</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A language specification document elaborating on the data type model features.
+<ul>
+<li><strong>STATUS</strong>: Done (#17)</li>
+<li>Extensive documentation on <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/design.md">design</a>, <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/compiler.md">compiler</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/codegen.md">codegen</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A related work document comparing the proposed technology via a feature matrix with others in the same space.
+<ul>
+<li><strong>STATUS</strong>: Done (#17, #18)</li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/comparison-matrix.md">Document</a> comparing different schema techologies to LambdaBuffers is made available in the repo</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+An initial compiler implementation that performs some basic checks in accordance with the language specification.
+<ul>
+<li><strong>STATUS</strong>: Done (#10)</li>
+<li>The <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-compiler">initial compiler implementation perform</a> <code>kind checking</code> is made available in the repo.</li>
+</ul>
+</li>
+</ul>
+<h2 id="acceptance-criteria"><a class="header" href="#acceptance-criteria">Acceptance Criteria</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+At least 3 users/projects have been interviewed about their desired use case for this technology.
+<ul>
+<li>An interview with 3 MLabs engineers was performed (1.5h) who's work span multiple Cardano dApp projects. Their <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/feedback/interview-notes.md">feedback</a> is made available in the repo.</li>
+<li>Additionally, a survey was sent out to MLabs engineers and their <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/feedback/questionnaire-results.pdf">feedback</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The architecture design document is completed and available in the project repository.
+<ul>
+<li>Extensive documentation on <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/design.md">design</a>, <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/compiler.md">compiler</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/codegen.md">codegen</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The initial compiler implementation is completed, capturing SOME of the intended language semantics as described in the Language Specification
+<ul>
+<li>The <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-compiler">initial compiler implementation perform</a> <code>kind checking</code> is made available in the repo.</li>
+</ul>
+</li>
+</ul>
+<h2 id="evidence-of-milestone-completion"><a class="header" href="#evidence-of-milestone-completion">Evidence of Milestone Completion</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+Completed and reviewed design document is available in the project repository.
+<ul>
+<li>Extensive documentation on <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/design.md">design</a>, <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/compiler.md">compiler</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/docs/codegen.md">codegen</a> is made available in the repo.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Completed and reviewed initial version of the compiler command line tool made available in the project repository.
+<ul>
+<li>The <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-frontend">Frontend CLI</a> called <code>lambda-buffers-frontend-cli</code> is made available in the repo and is currently able to parse, validate and format <code>.lbf</code> documents that contain the LambdaBuffers type modules:</li>
+</ul>
+</li>
+</ul>
+<pre><code class="language-shell">lambda-buffers/lambda-buffers-frontend$ cabal run 
+Usage: lambda-buffers-frontend-cli COMMAND
+
+  LambdaBuffers Frontend command-line interface tool
+
+Available options:
+  -h,--help                Show this help text
+
+Available commands:
+  compile                  Compile a LambdaBuffers Module (.lbf)
+  format                   Format a LambdaBuffers Module (.lbf)
+</code></pre>
+<p>There's ongoing work to integrate the <a href="catalyst09-reports/lambda-buffers-compiler">Compiler CLI</a> in the Frontend CLI.</p>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+Test case: Compiler is able to validate a schema that uses a subset of types and capabilities from the spec.
+<ul>
+<li>Both the <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-frontend">Frontend</a> and the <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-compiler">Compiler</a> components are accompanied by a test suite that is routinely run by the projects' CI system.</li>
+<li>A <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-frontend/resources">corpus of <code>lbf</code></a> files is made available in the repo and used in the test suite to ensure correct document handling.</li>
+<li>The <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-compiler/test/Test/KindCheck.hs">compiler tests on the kind checking machinery</a> is also made available in the repo.</li>
+</ul>
+</li>
+</ul>
+<h2 id="references-1"><a class="header" href="#references-1">References</a></h2>
+<ul>
+<li><a href="https://docs.google.com/spreadsheets/d/16dTxgGsxHvcMe5aCgFPDYEJKgX_VQiNAcwhp2RyA48o/edit#gid=1672366179">Catalyst project sheet</a></li>
+</ul>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="catalyst-milestone-2-end-to-end-proof-of-concept"><a class="header" href="#catalyst-milestone-2-end-to-end-proof-of-concept">Catalyst milestone 2: End to end proof of concept</a></h1>
+<h2 id="outputs-1"><a class="header" href="#outputs-1">Outputs</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+A configuration DSL for specifying domain data types.
+<ul>
+<li>LambdaBuffers <strong>Frontend</strong> supports specifying modules with <strong>type definitions</strong> with <strong>opaque</strong>, <strong>product/record</strong> and <strong>sum</strong> types. Additionally, type <strong>class definitions</strong> are supported as well as type <strong>class rule definitions</strong> using the 'instance clause' and 'derive' syntax.</li>
+<li>Refer to the standard LambdaBuffers library <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/lbf-base">lbf-base</a> to get a sense of what the language looks like.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A compiler tool that outputs the interpreted configuration.
+<ul>
+<li>The Compiler is exposed via an <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/main/lambda-buffers-proto/compiler.proto">Google Protobuffers based API</a>. The Codegen shares the same API types and is exposed in a similar fashion. The Frontend communicates with these components via the API.</li>
+<li>The API documentation is made available via <a href="https://mlabs-haskell.github.io/lambda-buffers/compiler-api.html">LambdaBuffers Github Pages</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Codegen module that takes in the interpreted configuration and outputs a Haskell+PlutusTx (was Plutarch) Cabal project containing all the types and necessary type class wiring.
+<ul>
+<li>The module implementation is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/src/LambdaBuffers/Codegen/Haskell">lambda-buffers-codegen/src/LambdaBuffers/Codegen/Haskell</a>.</li>
+<li>The auto-generated Haskell files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers</a>.</li>
+<li>Codegen module outputs Haskell type definitions, and <a href="https://hackage.haskell.org/package/base-4.15.0.0/docs/Data-Eq.html#t:Eq">Prelude.Eq</a> and <a href="https://github.com/input-output-hk/plutus/blob/848ec58de981a144226ee203c46144c0f3213f26/plutus-tx/src/PlutusTx/IsData/Class.hs#L34">PlutusTx.ToData</a> type class implementations automatically.</li>
+<li>Plutarch Codegen module is suspended for the current milestone (as communicated with the Catalyst team). Plutarch is a Haskell EDSL for writing Plutus (UPLC) programs, and can be considered a completely separate backend/target language.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Codegen module that takes in the interpreted configuration and outputs a Purescript+CTL Spago project containing all the types and necessary wiring.
+<ul>
+<li>The module implementation is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript">lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript</a>.</li>
+<li>The auto-generated Purescript files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers</a>.</li>
+<li>Codegen module outputs Purescript type definitions and <a href="https://pursuit.purescript.org/packages/purescript-prelude/3.1.0/docs/Data.Eq#t:Eq">Prelude.Eq</a> and <a href="https://github.com/Plutonomicon/cardano-transaction-lib/blob/b565f4b1ec877c671ec4ffc13b1b89dbe498bceb/src/Internal/ToData.purs#L73">Ctl.Internal.ToData
+</a> type class implementations.</li>
+</ul>
+</li>
+</ul>
+<h2 id="acceptance-criteria-1"><a class="header" href="#acceptance-criteria-1">Acceptance Criteria</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The generated Haskell+Plutarch Cabal project can successfully be built.</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The generated Purescript+CTL Spago project can successfully be built.</li>
+<li><input disabled="" type="checkbox" checked=""/>
+All the above codegen modules are reviewed and made available in the project repository.</li>
+</ul>
+<h2 id="evidence-of-milestone-completion-1"><a class="header" href="#evidence-of-milestone-completion-1">Evidence of Milestone Completion</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+Project repository is equipped with continuous integration tooling.
+<ul>
+<li>The repository has been consistently built with <a href="https://hercules-ci.com/">HerculesCI</a> since the beginning.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Completed and reviewed Haskell+Plutarch codegen module is made available in the project repository and the CI builds it successfully.
+<ul>
+<li>The auto-generated Haskell files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers</a>.</li>
+<li>Additionally, the auto generated Haskell files used during the demo can be found in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/plutustx-env/autogen/LambdaBuffers">experimental/plutustx-env/autogen/LambdaBuffers</a>.</li>
+<li>Codegen module outputs Haskell type definitions, and <a href="https://hackage.haskell.org/package/base-4.15.0.0/docs/Data-Eq.html#t:Eq">Prelude.Eq</a> and <a href="https://github.com/input-output-hk/plutus/blob/848ec58de981a144226ee203c46144c0f3213f26/plutus-tx/src/PlutusTx/IsData/Class.hs#L34">PlutusTx.ToData</a> type class implementations automatically.</li>
+<li>Plutarch Codegen module is suspended for the current milestone (as communicated with the Catalyst team). Plutarch is a Haskell EDSL for writing Plutus (UPLC) programs, and can be considered a completely separate backend/target language.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Completed and reviewed Purescript+CTL codegen module is made available in the project repository and the CI builds it successfully.
+<ul>
+<li>The module implementation is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript">lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript</a>.</li>
+<li>The auto-generated Purescript files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers</a>.</li>
+<li>Additionally, the auto generated Purescript files used during the demo can be found in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/ctl-env/autogen/LambdaBuffers">experimental/ctl-env/autogen/LambdaBuffers</a>.</li>
+<li>Codegen module outputs Purescript type definitions and <a href="https://pursuit.purescript.org/packages/purescript-prelude/3.1.0/docs/Data.Eq#t:Eq">Prelude.Eq</a> and <a href="https://github.com/Plutonomicon/cardano-transaction-lib/blob/b565f4b1ec877c671ec4ffc13b1b89dbe498bceb/src/Internal/ToData.purs#L73">Ctl.Internal.ToData
+</a> type class implementations.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Test case: Compiler is able to output a valid module with types from a schema in Haskell+Plutarch.
+<ul>
+<li>The auto-generated Haskell files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Test case: Compiler is able to output a valid module with types from a schema in PureScript.
+<ul>
+<li>The auto-generated Purescript files can be viewed in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/43d53222756e7b9bff836ec56e1a9b838678632e/lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers">lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers</a>.</li>
+</ul>
+</li>
+</ul>
+<h2 id="demo-recordings"><a class="header" href="#demo-recordings">Demo recordings</a></h2>
+<ul>
+<li>Introduction, working with the LambdaBuffers CLI tools and Frontend overview.
+<ul>
+<li><a href="https://www.youtube.com/watch?v=KnznwIdkFLM">https://www.youtube.com/watch?v=KnznwIdkFLM</a></li>
+</ul>
+</li>
+<li>Codegen into Haskell
+<ul>
+<li><a href="https://www.youtube.com/watch?v=WhZU66fcnig">https://www.youtube.com/watch?v=WhZU66fcnig</a></li>
+</ul>
+</li>
+<li>Codegen into Purescript
+<ul>
+<li><a href="https://www.youtube.com/watch?v=tXnjt5h7D9w">https://www.youtube.com/watch?v=tXnjt5h7D9w</a></li>
+</ul>
+</li>
+</ul>
+<p>Demo files:</p>
+<ul>
+<li>LambdaBuffers <a href="https://github.com/mlabs-haskell/lambda-buffers/blob/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/plutustx-env/api/Citizen.lbf">Citizen.lbf</a> module.</li>
+<li>Purescript demo files <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/ctl-env/autogen/LambdaBuffers">ctl-env</a>.</li>
+<li>Haskell demo files <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/8b0900ebdd526ed042040d5bc9cef5a5b0281e98/experimental/plutustx-env">plutustx-env</a>.</li>
+</ul>
+<h2 id="references-2"><a class="header" href="#references-2">References</a></h2>
+<ul>
+<li><a href="https://docs.google.com/spreadsheets/d/16dTxgGsxHvcMe5aCgFPDYEJKgX_VQiNAcwhp2RyA48o/edit#gid=1672366179">Catalyst project sheet</a></li>
+</ul>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="catalyst-milestone-3-testing-and-documentation"><a class="header" href="#catalyst-milestone-3-testing-and-documentation">Catalyst milestone 3: Testing and documentation</a></h1>
+<h2 id="outputs-2"><a class="header" href="#outputs-2">Outputs</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A test suite checking for correct mapping from schema data types to PlutusData encodings against a known-good corpus of such mappings (golden tests).</p>
+<ul>
+<li>A dedicated <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus">lbt-plutus</a> test suite was implemented for both <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">Haskell</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">Purescript</a> backends. They leverage both golden unit testing approach and randomized property based testing to assert the essential properties of the LambdaBuffers Plutus package:
+<ul>
+<li><code>Plutus.V1.PlutusData</code> derivation tests
+<ul>
+<li>Golden unit tests: <code>forall (golden : Days.Day.*.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden</code></li>
+<li>Property tests: <code>forall (x : Foo.*): (fromPlutusData . toPlutusData) x == x</code></li>
+</ul>
+</li>
+<li><code>Plutus.V1.PlutusData</code> instance tests
+<ul>
+<li>Golden unit tests: <code>forall (golden : *.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden</code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A test suite checking for roundtrip compatibility between codegened target environments.</p>
+<ul>
+<li>A dedicated <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus">lbt-plutus</a> test suite was implemented for both <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">Haskell</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">Purescript</a> backends.</li>
+<li>A dedicated <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude">lbt-prelude</a> test suite was implemented for both <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-haskell">Haskell</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-purescript">Purescript</a> backends.</li>
+<li>Both include golden unit tests that provide assurances that these backends implement the LambdaBuffers packages in a mutually compatible manner.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A modular and contract-based test suite architecture streamlining codegen testing compliance for any of the supported typeclasses.</p>
+<ul>
+<li>A testing strategy was devised and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites">implemented</a> where each supported backend must implement the <code>lbt</code> (ie. a LambdaBuffers test suite) for the corresponding LambdaBuffers package. A package is a collection of LambdaBuffers schemas and their associated runtime libraries.</li>
+<li>LambdaBuffers Prelude
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-prelude">libs/lbf-prelude</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-prelude">runtimes/haskell/lbr-prelude</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-prelude">runtimes/purescript/lbr-prelude</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-haskell">testsuites/lbt-prelude/lbt-prelude-haskell
+</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-purescript">testsuites/lbt-prelude/lbt-prelude-purescript
+</a></li>
+</ul>
+</li>
+<li>LambdaBuffers Plutus
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-plutus">libs/lbf-plutus</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-plutus">runtimes/haskell/lbr-plutus
+</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-plutus">runtimes/purescript/lbr-plutus</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">testsuites/lbt-plutus/lbt-plutus-haskell</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">testsuites/lbt-plutus/lbt-plutus-purescript</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A document mapping the schema data types and typeclasses to their corresponding code-generated variants in the target environments.</p>
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/haskell.html">LambdaBuffers to Haskell</a> documentation.</li>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/purescript.html">LambdaBuffers to Purescript</a> documentation.</li>
+</ul>
+</li>
+</ul>
+<h2 id="acceptance-criteria-2"><a class="header" href="#acceptance-criteria-2">Acceptance Criteria</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The test suites are passing for the Haskell+PlutusTx codegen module.
+<ul>
+<li>CI targets:
+<ul>
+<li>checks.x86_64-linux.&quot;check-lbt-prelude-haskell:test:tests&quot;</li>
+<li>checks.x86_64-linux.&quot;check-lbt-plutus-haskell:test:tests&quot;</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The test suites are passing for the Purescript+CTL codegen module.
+<ul>
+<li>CI targets:
+<ul>
+<li>checks.x86_64-linux.&quot;purescript:lbt-plutus:check&quot;</li>
+<li>checks.x86_64-linux.&quot;purescript:lbt-prelude:check&quot;</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The “Mappings” document is made available in the project repository.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/haskell.html">LambdaBuffers to Haskell</a> documentation.</li>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/purescript.html">LambdaBuffers to Purescript</a> documentation.</li>
+</ul>
+</li>
+</ul>
+<h2 id="evidence-of-milestone-completion-2"><a class="header" href="#evidence-of-milestone-completion-2">Evidence of Milestone Completion</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed test suite implementation for Haskell+PlutusTx codegen module is made available in the project repository.
+<ul>
+<li>LambdaBuffers Prelude
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-prelude">libs/lbf-prelude</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-prelude">runtimes/haskell/lbr-prelude</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-haskell">testsuites/lbt-prelude/lbt-prelude-haskell
+</a></li>
+</ul>
+</li>
+<li>LambdaBuffers Plutus
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-plutus">libs/lbf-plutus</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-plutus">runtimes/haskell/lbr-plutus
+</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">testsuites/lbt-plutus/lbt-plutus-haskell</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed test suite implementation for Purescript+CTL codegen module is made available in the project repository.
+<ul>
+<li>LambdaBuffers Prelude
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-prelude">libs/lbf-prelude</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-prelude">runtimes/purescript/lbr-prelude</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-purescript">testsuites/lbt-prelude/lbt-prelude-purescript
+</a></li>
+</ul>
+</li>
+<li>LambdaBuffers Plutus
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-plutus">libs/lbf-plutus</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-plutus">runtimes/purescript/lbr-plutus</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">testsuites/lbt-plutus/lbt-plutus-purescript</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The “Mappings” document is made available in the project repository.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/haskell.html">LambdaBuffers to Haskell</a> documentation.</li>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/purescript.html">LambdaBuffers to Purescript</a> documentation.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Test case: Robust Test cases to catch edge conditions are added against a wide variety of schemas, and output in all codegen backends.
+<ul>
+<li>Implemented as part of <code>lbf</code> (LambdaBuffers Frontend) test suite.</li>
+</ul>
+</li>
+</ul>
+<h2 id="references-3"><a class="header" href="#references-3">References</a></h2>
+<ul>
+<li><a href="https://docs.google.com/spreadsheets/d/16dTxgGsxHvcMe5aCgFPDYEJKgX_VQiNAcwhp2RyA48o/edit#gid=1672366179">Catalyst project sheet</a></li>
+</ul>
+<h2 id="documentation-strategy"><a class="header" href="#documentation-strategy">Documentation strategy</a></h2>
+<p>Each typeclass receives a Specification document that closely explains the required semantics for LB types (sum/products/records).</p>
+<p>Each backend receives a User documentation that elaborates on how the generated code is used.</p>
+<h2 id="testing-strategy"><a class="header" href="#testing-strategy">Testing strategy</a></h2>
+<p>LambdaBuffers works with typeclasses, such as Eq, PlutusData and JSON. When a LB type has been declared with support for any of such typeclass, values of said types need to be handled in exactly the same manner as elaborated in the Specification for a given Typeclass in ALL support target language environments.</p>
+<p>Concretely, if a type <code>Foo</code> has been declared with support for <code>JSON</code>, and <code>toJson</code> and <code>fromJson</code> methods have been generated for target languages, they have to be in correspondence.</p>
+<pre><code class="language-lbf">module Foo
+
+import Prelude (Json)
+
+sum Foo = Bar Integer | Baz Text
+
+deriving Json Foo
+</code></pre>
+<p>In Haskell and Purescript values of <code>Foo</code> would be <code>Bar 1</code> and <code>Baz &quot;baz&quot;</code>, and their respective JSON mappings would be <code>{&quot;constructor&quot; : &quot;Bar&quot;, &quot;product&quot; : [1]}</code> and <code>{&quot;constructor&quot; : &quot;Baz&quot;, &quot;product&quot; : [&quot;baz&quot;]}</code>.</p>
+<h3 id="testing-encoding-typeclasses-from--to-goldens"><a class="header" href="#testing-encoding-typeclasses-from--to-goldens">Testing encoding typeclasses: <code>from . to</code> goldens</a></h3>
+<p>For each typeclass, we maintain a set of <code>golden' files of known good/bad that lift into the target language with</code>from<code>and write it back with</code>to` into a separate file. Then we provide an assertion that these files are semantically 'equal' (for example JSON spaces don't matter and such).</p>
+<p>Example test:</p>
+<ul>
+<li>test/foo/Foo.lbf</li>
+<li>test/foo/json/bar.1.json</li>
+<li>test/foo/json/bar.2.json</li>
+<li>test/foo/json/baz.1.json</li>
+<li>test/foo/json/baz.2.json</li>
+<li>test/foo/json/haskell/bar.1.json</li>
+<li>test/foo/json/haskell/bar.2.json</li>
+<li>test/foo/json/haskell/baz.1.json</li>
+<li>test/foo/json/haskell/baz.2.json</li>
+<li>test/foo/json/purescript/bar.1.json</li>
+<li>test/foo/json/purescript/bar.2.json</li>
+<li>test/foo/json/purescript/baz.1.json</li>
+<li>test/foo/json/purescript/baz.2.json</li>
+<li>test/foo/plutusdata/bar.1.json</li>
+<li>test/foo/plutusdata/bar.2.json</li>
+<li>test/foo/plutusdata/baz.1.json</li>
+<li>test/foo/plutusdata/baz.2.json</li>
+<li>test/foo/plutusdata/haskell/bar.1.json</li>
+<li>test/foo/plutusdata/haskell/bar.2.json</li>
+<li>test/foo/plutusdata/haskell/baz.1.json</li>
+<li>test/foo/plutusdata/haskell/baz.2.json</li>
+<li>test/foo/plutusdata/purescript/bar.1.json</li>
+<li>test/foo/plutusdata/purescript/bar.2.json</li>
+<li>test/foo/plutusdata/purescript/baz.1.json</li>
+<li>test/foo/plutusdata/purescript/baz.2.json</li>
+</ul>
+<h3 id="testing-equality-typeclasses-symmetry-and-transitivity"><a class="header" href="#testing-equality-typeclasses-symmetry-and-transitivity">Testing equality typeclasses: symmetry and transitivity</a></h3>
+<ul>
+<li><code>sym :: (a :~: b) -&gt; b :~: a</code></li>
+<li><code>trans :: (a :~: b) -&gt; (b :~: c) -&gt; a :~: c</code></li>
+</ul>
+<p>This could be done with goldens and randomized testing. However, <code>goldens</code> approach assumes a correct marshaling procedure while the <code>randomized</code> assumes generators. Perhaps having both makes sense.</p>
+<h2 id="todo-provide-time-estimates"><a class="header" href="#todo-provide-time-estimates">TODO (provide time estimates)</a></h2>
+<ol start="0">
+<li>Define the version 1 of <code>Prelude</code> and <code>Plutus</code> LBF libraries which MUST be supported</li>
+<li>Support the Json typeclass
+<ol>
+<li>Codegen</li>
+<li>Runtime support</li>
+</ol>
+</li>
+<li>Support the Plutarch backend</li>
+<li>Document typeclasses
+<ol>
+<li>Eq</li>
+<li>PlutusData</li>
+<li>Json</li>
+</ol>
+</li>
+<li>Document backends
+<ol>
+<li>Sum/Product/Record type construction and deconstruction (Haskell, Purescript, Plutarch)</li>
+<li>Eq/Json/PlutusData typeclass use (Haskell, Purescript, Plutarch minus Json)</li>
+</ol>
+</li>
+<li>Devise <code>goldens</code>
+<ol>
+<li>Eq</li>
+<li>PlutusData</li>
+<li>Json</li>
+</ol>
+</li>
+<li>Implement the test suite
+<ol>
+<li>Provide assertions</li>
+<li>Hook to the CI</li>
+</ol>
+</li>
+</ol>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="catalyst-milestone-3-testing-and-documentation-1"><a class="header" href="#catalyst-milestone-3-testing-and-documentation-1">Catalyst milestone 3: Testing and documentation</a></h1>
+<h2 id="outputs-3"><a class="header" href="#outputs-3">Outputs</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A test suite checking for correct mapping from schema data types to PlutusData encodings against a known-good corpus of such mappings (golden tests).</p>
+<ul>
+<li>A dedicated <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus">lbt-plutus</a> test suite was implemented for both <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">Haskell</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">Purescript</a> backends. They leverage both golden unit testing approach and randomized property based testing to assert the essential properties of the LambdaBuffers Plutus package:
+<ul>
+<li><code>Plutus.V1.PlutusData</code> derivation tests
+<ul>
+<li>Golden unit tests: <code>forall (golden : Days.Day.*.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden</code></li>
+<li>Property tests: <code>forall (x : Foo.*): (fromPlutusData . toPlutusData) x == x</code></li>
+</ul>
+</li>
+<li><code>Plutus.V1.PlutusData</code> instance tests
+<ul>
+<li>Golden unit tests: <code>forall (golden : *.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden</code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A test suite checking for roundtrip compatibility between codegened target environments.</p>
+<ul>
+<li>A dedicated <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus">lbt-plutus</a> test suite was implemented for both <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">Haskell</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">Purescript</a> backends.</li>
+<li>A dedicated <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude">lbt-prelude</a> test suite was implemented for both <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-haskell">Haskell</a> and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-purescript">Purescript</a> backends.</li>
+<li>Both include golden unit tests that provide assurances that these backends implement the LambdaBuffers packages in a mutually compatible manner.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A modular and contract-based test suite architecture streamlining codegen testing compliance for any of the supported typeclasses.</p>
+<ul>
+<li>A testing strategy was devised and <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites">implemented</a> where each supported backend must implement the <code>lbt</code> (ie. a LambdaBuffers test suite) for the corresponding LambdaBuffers package. A package is a collection of LambdaBuffers schemas and their associated runtime libraries.</li>
+<li>LambdaBuffers Prelude
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-prelude">libs/lbf-prelude</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-prelude">runtimes/haskell/lbr-prelude</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-prelude">runtimes/purescript/lbr-prelude</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-haskell">testsuites/lbt-prelude/lbt-prelude-haskell
+</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-purescript">testsuites/lbt-prelude/lbt-prelude-purescript
+</a></li>
+</ul>
+</li>
+<li>LambdaBuffers Plutus
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-plutus">libs/lbf-plutus</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-plutus">runtimes/haskell/lbr-plutus
+</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-plutus">runtimes/purescript/lbr-plutus</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">testsuites/lbt-plutus/lbt-plutus-haskell</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">testsuites/lbt-plutus/lbt-plutus-purescript</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+<p>A document mapping the schema data types and typeclasses to their corresponding code-generated variants in the target environments.</p>
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/haskell.html">LambdaBuffers to Haskell</a> documentation.</li>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/purescript.html">LambdaBuffers to Purescript</a> documentation.</li>
+</ul>
+</li>
+</ul>
+<h2 id="acceptance-criteria-3"><a class="header" href="#acceptance-criteria-3">Acceptance Criteria</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The test suites are passing for the Haskell+PlutusTx codegen module.
+<ul>
+<li>CI targets:
+<ul>
+<li>checks.x86_64-linux.&quot;check-lbt-prelude-haskell:test:tests&quot;</li>
+<li>checks.x86_64-linux.&quot;check-lbt-plutus-haskell:test:tests&quot;</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The test suites are passing for the Purescript+CTL codegen module.
+<ul>
+<li>CI targets:
+<ul>
+<li>checks.x86_64-linux.&quot;purescript:lbt-plutus:check&quot;</li>
+<li>checks.x86_64-linux.&quot;purescript:lbt-prelude:check&quot;</li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The “Mappings” document is made available in the project repository.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/haskell.html">LambdaBuffers to Haskell</a> documentation.</li>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/purescript.html">LambdaBuffers to Purescript</a> documentation.</li>
+</ul>
+</li>
+</ul>
+<h2 id="evidence-of-milestone-completion-3"><a class="header" href="#evidence-of-milestone-completion-3">Evidence of Milestone Completion</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed test suite implementation for Haskell+PlutusTx codegen module is made available in the project repository.
+<ul>
+<li>LambdaBuffers Prelude
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-prelude">libs/lbf-prelude</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-prelude">runtimes/haskell/lbr-prelude</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-haskell">testsuites/lbt-prelude/lbt-prelude-haskell
+</a></li>
+</ul>
+</li>
+<li>LambdaBuffers Plutus
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-plutus">libs/lbf-plutus</a></li>
+<li>Haskell runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/haskell/lbr-plutus">runtimes/haskell/lbr-plutus
+</a></li>
+<li>Haskell test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-haskell">testsuites/lbt-plutus/lbt-plutus-haskell</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed test suite implementation for Purescript+CTL codegen module is made available in the project repository.
+<ul>
+<li>LambdaBuffers Prelude
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-prelude">libs/lbf-prelude</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-prelude">runtimes/purescript/lbr-prelude</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-prelude/lbt-prelude-purescript">testsuites/lbt-prelude/lbt-prelude-purescript
+</a></li>
+</ul>
+</li>
+<li>LambdaBuffers Plutus
+<ul>
+<li>Schemas are available at <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/libs/lbf-plutus">libs/lbf-plutus</a></li>
+<li>Purescript runtime library is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/runtimes/purescript/lbr-plutus">runtimes/purescript/lbr-plutus</a></li>
+<li>Purescript test suite is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/e7813017bd1575fa9346ac4264deb68b50128b7c/testsuites/lbt-plutus/lbt-plutus-purescript">testsuites/lbt-plutus/lbt-plutus-purescript</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The “Mappings” document is made available in the project repository.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/haskell.html">LambdaBuffers to Haskell</a> documentation.</li>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/purescript.html">LambdaBuffers to Purescript</a> documentation.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Test case: Robust Test cases to catch edge conditions are added against a wide variety of schemas, and output in all codegen backends.
+<ul>
+<li>Implemented as part of <code>lbf</code> (LambdaBuffers Frontend) test suite.</li>
+</ul>
+</li>
+</ul>
+<h2 id="references-4"><a class="header" href="#references-4">References</a></h2>
+<ul>
+<li><a href="https://docs.google.com/spreadsheets/d/16dTxgGsxHvcMe5aCgFPDYEJKgX_VQiNAcwhp2RyA48o/edit#gid=1672366179">Catalyst project sheet</a></li>
+</ul>
+<h2 id="documentation-strategy-1"><a class="header" href="#documentation-strategy-1">Documentation strategy</a></h2>
+<p>Each typeclass receives a Specification document that closely explains the required semantics for LB types (sum/products/records).</p>
+<p>Each backend receives a User documentation that elaborates on how the generated code is used.</p>
+<h2 id="testing-strategy-1"><a class="header" href="#testing-strategy-1">Testing strategy</a></h2>
+<p>LambdaBuffers works with typeclasses, such as Eq, PlutusData and JSON. When a LB type has been declared with support for any of such typeclass, values of said types need to be handled in exactly the same manner as elaborated in the Specification for a given Typeclass in ALL support target language environments.</p>
+<p>Concretely, if a type <code>Foo</code> has been declared with support for <code>JSON</code>, and <code>toJson</code> and <code>fromJson</code> methods have been generated for target languages, they have to be in correspondence.</p>
+<pre><code class="language-lbf">module Foo
+
+import Prelude (Json)
+
+sum Foo = Bar Integer | Baz Text
+
+deriving Json Foo
+</code></pre>
+<p>In Haskell and Purescript values of <code>Foo</code> would be <code>Bar 1</code> and <code>Baz &quot;baz&quot;</code>, and their respective JSON mappings would be <code>{&quot;constructor&quot; : &quot;Bar&quot;, &quot;product&quot; : [1]}</code> and <code>{&quot;constructor&quot; : &quot;Baz&quot;, &quot;product&quot; : [&quot;baz&quot;]}</code>.</p>
+<h3 id="testing-encoding-typeclasses-from--to-goldens-1"><a class="header" href="#testing-encoding-typeclasses-from--to-goldens-1">Testing encoding typeclasses: <code>from . to</code> goldens</a></h3>
+<p>For each typeclass, we maintain a set of <code>golden' files of known good/bad that lift into the target language with</code>from<code>and write it back with</code>to` into a separate file. Then we provide an assertion that these files are semantically 'equal' (for example JSON spaces don't matter and such).</p>
+<p>Example test:</p>
+<ul>
+<li>test/foo/Foo.lbf</li>
+<li>test/foo/json/bar.1.json</li>
+<li>test/foo/json/bar.2.json</li>
+<li>test/foo/json/baz.1.json</li>
+<li>test/foo/json/baz.2.json</li>
+<li>test/foo/json/haskell/bar.1.json</li>
+<li>test/foo/json/haskell/bar.2.json</li>
+<li>test/foo/json/haskell/baz.1.json</li>
+<li>test/foo/json/haskell/baz.2.json</li>
+<li>test/foo/json/purescript/bar.1.json</li>
+<li>test/foo/json/purescript/bar.2.json</li>
+<li>test/foo/json/purescript/baz.1.json</li>
+<li>test/foo/json/purescript/baz.2.json</li>
+<li>test/foo/plutusdata/bar.1.json</li>
+<li>test/foo/plutusdata/bar.2.json</li>
+<li>test/foo/plutusdata/baz.1.json</li>
+<li>test/foo/plutusdata/baz.2.json</li>
+<li>test/foo/plutusdata/haskell/bar.1.json</li>
+<li>test/foo/plutusdata/haskell/bar.2.json</li>
+<li>test/foo/plutusdata/haskell/baz.1.json</li>
+<li>test/foo/plutusdata/haskell/baz.2.json</li>
+<li>test/foo/plutusdata/purescript/bar.1.json</li>
+<li>test/foo/plutusdata/purescript/bar.2.json</li>
+<li>test/foo/plutusdata/purescript/baz.1.json</li>
+<li>test/foo/plutusdata/purescript/baz.2.json</li>
+</ul>
+<h3 id="testing-equality-typeclasses-symmetry-and-transitivity-1"><a class="header" href="#testing-equality-typeclasses-symmetry-and-transitivity-1">Testing equality typeclasses: symmetry and transitivity</a></h3>
+<ul>
+<li><code>sym :: (a :~: b) -&gt; b :~: a</code></li>
+<li><code>trans :: (a :~: b) -&gt; (b :~: c) -&gt; a :~: c</code></li>
+</ul>
+<p>This could be done with goldens and randomized testing. However, <code>goldens</code> approach assumes a correct marshaling procedure while the <code>randomized</code> assumes generators. Perhaps having both makes sense.</p>
+<h2 id="todo-provide-time-estimates-1"><a class="header" href="#todo-provide-time-estimates-1">TODO (provide time estimates)</a></h2>
+<ol start="0">
+<li>Define the version 1 of <code>Prelude</code> and <code>Plutus</code> LBF libraries which MUST be supported</li>
+<li>Support the Json typeclass
+<ol>
+<li>Codegen</li>
+<li>Runtime support</li>
+</ol>
+</li>
+<li>Support the Plutarch backend</li>
+<li>Document typeclasses
+<ol>
+<li>Eq</li>
+<li>PlutusData</li>
+<li>Json</li>
+</ol>
+</li>
+<li>Document backends
+<ol>
+<li>Sum/Product/Record type construction and deconstruction (Haskell, Purescript, Plutarch)</li>
+<li>Eq/Json/PlutusData typeclass use (Haskell, Purescript, Plutarch minus Json)</li>
+</ol>
+</li>
+<li>Devise <code>goldens</code>
+<ol>
+<li>Eq</li>
+<li>PlutusData</li>
+<li>Json</li>
+</ol>
+</li>
+<li>Implement the test suite
+<ol>
+<li>Provide assertions</li>
+<li>Hook to the CI</li>
+</ol>
+</li>
+</ol>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="catalyst-10-reports"><a class="header" href="#catalyst-10-reports">Catalyst 10 reports</a></h1>
+<ul>
+<li><a href="catalyst10-reports/catalyst10-reports/milestone-1.html">Milestone 1: Rust support</a></li>
+</ul>
+<div style="break-before: page; page-break-before: always;"></div><h1 id="catalyst-milestone-1-rust-support"><a class="header" href="#catalyst-milestone-1-rust-support">Catalyst milestone 1: Rust support</a></h1>
+<h2 id="outputs-4"><a class="header" href="#outputs-4">Outputs</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+A LambdaBuffers code generation module that outputs type definitions and derived implementations in the Rust programming language given a LambdaBuffers schema.
+<ul>
+<li>The module implementation is in <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/lambda-buffers-codegen/src/LambdaBuffers/Codegen/Rust">lambda-buffers-codegen/src/LambdaBuffers/Codegen/Rust</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Rust library that implements the LambdaBuffers Prelude runtime. This module would include standardised JSON encoding and equality implementations for all declared type class instances in the schema.
+<ul>
+<li>A Prelude library for Rust was implemented together with a separate library for Json trait instance derive macros. These can be found here:
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/runtimes/rust/lbr-prelude">runtimes/rust/lbr-prelude</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/runtimes/rust/lbr-prelude-derive">runtimes/rust/lbr-prelude-derive</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Rust test suite that assures the manually implemented and automatically generated implementations are consistent with the predefined LambdaBuffers Prelude golden data set of JSON files and perform correct implementation derivation.
+<ul>
+<li>A test suite was implemented with automatically generated Rust types and trait implementations for Prelude types, it can be found here: <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-prelude/lbt-prelude-rust">testsuites/lbt-prelude/lbt-prelude-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Rust library that implements the LambdaBuffers Plutus runtime. This module would include standardised PlutusData encoding implementations for all declared type class instances in the Plutus schema.
+<ul>
+<li>A standalone library was implemented (still in active development) with Plutus ledger types. LambdaBuffers runtime functionality is included in this library: <a href="https://github.com/mlabs-haskell/plutus-ledger-api-rust/tree/23eb5df1be03e5983865867f74a2933b7063414d">plutus-ledger-api-rust</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+A Rust test suite that assures the manually implemented and automatically generated implementations are consistent with the predefined LambdaBuffers Plutus golden data set of PlutusData encoded files and perform correct implementation derivation.
+<ul>
+<li>A test suite was implemented with automatically generated Rust types and trait implementations for Plutus types, it can be found here: <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-plutus/lbt-plutus-rust">testsuites/lbt-plutus/lbt-plutus-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Nix devops modules (Nix API) for streamlining the LambdaBuffers code generation pipeline to Rust.
+<ul>
+<li>New flake modules were implemented to easily generate Rust crates from LambdaBuffers:
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-rust.nix">lbf-rust</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-prelude-rust.nix">lbf-prelude-rust</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-plutus-rust.nix">lbf-plutus-rust</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+Documentation on LambdaBuffers usage patterns for Rust.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/rust.html">A new page was created for the Rust use case</a></li>
+</ul>
+</li>
+</ul>
+<h2 id="acceptance-criteria-4"><a class="header" href="#acceptance-criteria-4">Acceptance Criteria</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+LambdaBuffers schemas that are based on the LambdaBuffers Prelude module can be used in Rust projects to specify application types.
+<ul>
+<li>Test libraries for Prelude demonstrate how Rust code for LambdaBuffers Prelude is generated to Rust and used in a library: <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-prelude/lbt-prelude-rust">testsuites/lbt-prelude/lbt-prelude-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+LambdaBuffers schemas that are based on the LambdaBuffers Plutus module can be used in Rust projects to specify application types.
+<ul>
+<li>Test libraries for Prelude demonstrate how Rust code for LambdaBuffers Plutus is generated to Rust and used in a library: <a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-plutus/lbt-plutus-rust">testsuites/lbt-plutus/lbt-plutus-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The documentation and devops tooling is available to facilitate easy adoption.
+<ul>
+<li>Similarly to other languages supported by LambdaBuffers, a Rust flake is implemented. The testing libraries also serve as an example, to understand how to use these Nix utilities:
+<a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-plutus/lbt-plutus-rust/build.nix">testsuites/lbt-plutus/lbt-plutus-rust/build.nix</a></li>
+</ul>
+</li>
+</ul>
+<h2 id="evidence-of-milestone-completion-4"><a class="header" href="#evidence-of-milestone-completion-4">Evidence of Milestone Completion</a></h2>
+<ul>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers Prelude runtime library is available for the Rust programming language.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/runtimes/rust/lbr-prelude">runtimes/rust/lbr-prelude</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/runtimes/rust/lbr-prelude-derive">runtimes/rust/lbr-prelude-derive</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers Plutus runtime library is available for the Rust programming language.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/plutus-ledger-api-rust/tree/23eb5df1be03e5983865867f74a2933b7063414d">plutus-ledger-api-rust</a>.</li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers Prelude test suite is available and is passing in CI for the Rust programming language.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-prelude/lbt-prelude-rust">testsuites/lbt-prelude/lbt-prelude-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers Plutus test suite is available and is passing in CI for the Rust programming language.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/tree/c83cdf9b881a95b8607821027c3551ecd56c9447/testsuites/lbt-plutus/lbt-plutus-rust">testsuites/lbt-plutus/lbt-plutus-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed Nix API for LambdaBuffers Rust support is available.
+<ul>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-rust.nix">lbf-rust</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-prelude-rust.nix">lbf-prelude-rust</a></li>
+<li><a href="https://github.com/mlabs-haskell/lambda-buffers/blob/c83cdf9b881a95b8607821027c3551ecd56c9447/extras/lbf-nix/lbf-plutus-rust.nix">lbf-plutus-rust</a></li>
+</ul>
+</li>
+<li><input disabled="" type="checkbox" checked=""/>
+The completed and reviewed LambdaBuffers for Rust documentation is available.
+<ul>
+<li><a href="https://mlabs-haskell.github.io/lambda-buffers/rust.html">Rust documentation</a></li>
+</ul>
+</li>
+</ul>
+<h2 id="demo-files"><a class="header" href="#demo-files">Demo files</a></h2>
+<ul>
+<li>Demo project: <a href="https://github.com/mlabs-haskell/lambda-buffers-for-cardano/tree/main/transactions/demo-rust">lambda-buffers-for-cardano</a></li>
 </ul>
 
                     </main>
diff --git a/purescript.html b/purescript.html
index d4927fa7..7410a4a2 100644
--- a/purescript.html
+++ b/purescript.html
@@ -88,7 +88,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
             <div class="sidebar-scrollbox">
-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html" class="active"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html" class="active"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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diff --git a/rust.html b/rust.html
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+        <title>LambdaBuffers to Rust - Lambda Buffers documentation</title>
 
 
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@@ -88,7 +88,7 @@
 
         <nav id="sidebar" class="sidebar" aria-label="Table of contents">
             <div class="sidebar-scrollbox">
-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html" class="active"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html" class="active"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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@@ -281,7 +281,7 @@ <h2 id="record-types"><a class="header" href="#record-types">Record types</a></h
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-                            <a rel="next prefetch" href="design.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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@@ -295,7 +295,7 @@ <h2 id="record-types"><a class="header" href="#record-types">Record types</a></h
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-                    <a rel="next prefetch" href="design.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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diff --git a/searchindex.js b/searchindex.js
index 83942a43..e7f328a5 100644
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banner LambdaBuffers is a schema language (similar to ProtoBuffers, ADL, ASN.1, JSON Schema, etc.) and associated code generation toolkit. The goal of this project is to provide developers tools to define algebraic data types in a language-agnostic format such that shared data types can be declared in one place while maintaining compatibility across a plethora of supported languages. Users may refer to the comparison matrix for an in-depth comparison of LambdaBuffers' features against the feature-set of other popular schema-languages. At a glance, you may wish to choose LambdaBuffers instead of one of its competitors if your project requires: Parameterized Data Types (aka. type functions): Unlike ProtoBuffers or JSON Schema, LambdaBuffers allows users to define algebraic data types which take type variable arguments. If your project's domain is most accurately represented by parameterized data types, LambdaBuffers may be a good choice for your needs. Opaque Types : Almost every competing schema language provides users a fixed set of builtin or primitive types, which are handled in a special manner by the code generation and cannot be extended. LambdaBuffers, by contrast, allows users to add their own builtin types and extend the existing code generation framework to handle those builtins in a manner intended by the users. There are no special primitive types in LambdaBuffers; a user-defined primitive type is defined in exactly the same way (i.e. as an opaque type) as a LambdaBuffers \"builtin\". Typeclass Support : While nearly every schema language supports generating type definitions in supported target languages, to our knowledge no schema language supports generating commonly used functions that operate on those types. Unlike other schema languages, LambdaBuffers supports code generation for typeclass instances (or the equivalent in languages that lack support for typeclasses) to reduce the amount of boilerplate required to productively make use of the generated types. While LambdaBuffers is still a work-in-progress, we expect that, upon completion, an extensive test suite will provide a high degree of assurance that the instances/methods generated by the LambdaBuffers code generator behave identically.","breadcrumbs":"Introduction » Lambda Buffers introduction","id":"0","title":"Lambda Buffers introduction"},"1":{"body":"","breadcrumbs":"Getting started » Getting started","id":"1","title":"Getting started"},"10":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Purescript newtype if they have a single type in their body, otherwise they are data. 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Inefficient for encoding negative numbers – if your field is likely to have negative values, use sint64 instead. int64 long int/long int64 long integer/string Bignum uint32 Uses variable-length encoding. uint32 int int/long uint32 uint integer Bignum or Fixnum (as required) uint64 Uses variable-length encoding. uint64 long int/long uint64 ulong integer/string Bignum or Fixnum (as required) sint32 Uses variable-length encoding. Signed int value. These more efficiently encode negative numbers than regular int32s. int32 int int int32 int integer Bignum or Fixnum (as required) sint64 Uses variable-length encoding. Signed int value. These more efficiently encode negative numbers than regular int64s. int64 long int/long int64 long integer/string Bignum fixed32 Always four bytes. More efficient than uint32 if values are often greater than 2^28. uint32 int int uint32 uint integer Bignum or Fixnum (as required) fixed64 Always eight bytes. More efficient than uint64 if values are often greater than 2^56. uint64 long int/long uint64 ulong integer/string Bignum sfixed32 Always four bytes. int32 int int int32 int integer Bignum or Fixnum (as required) sfixed64 Always eight bytes. int64 long int/long int64 long integer/string Bignum bool bool boolean boolean bool bool boolean TrueClass/FalseClass string A string must always contain UTF-8 encoded or 7-bit ASCII text. string String str/unicode string string string String (UTF-8) bytes May contain any arbitrary sequence of bytes. string ByteString str []byte ByteString string String (ASCII-8BIT)","breadcrumbs":"API » Scalar Value Types","id":"115","title":"Scalar Value Types"},"116":{"body":"The input to the LambdaBuffers Frontend is a text file which contains a module that defines a specification of the types and type class instances you want to generate. 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Syntax Description [pattern] optional {pattern} zero or more repetitions (pattern) grouping pat1⎮pat2 choice pat1\\pat2 difference -- elements generated by pat1 except those generated by pat2 'terminal' terminal syntax surrounded by single quotes Note that the terminal syntax permits C-style escape sequences e.g. '\\n' denotes line feed (newline), and '\\r' denotes carriage return. Productions will be of the form: nonterm -> alt1 | ... | altn","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Notation","id":"117","title":"Notation"},"118":{"body":"The input file is Unicode text where the encoding is subject to the system locale. We will often use the unqualified term character to refer to a Unicode code point in the input file.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Input file representation","id":"118","title":"Input file representation"},"119":{"body":"The following terms are used to denote specific Unicode character categories: upper denotes a Unicode code point categorized as an uppercase letter or titlecase letter (i.e., with General Category value Lt or Lu). lower denotes a Unicode code point categorized as a lower-case letter (i.e., with General Category value Ll). alphanum denotes either upper or lower; or a Unicode code point categorized as a modifier letter, other letter, decimal digit number, letter number, or other number (i.e., with General Category value Lt, Lu, Ll, Lm, Lo, Nd, Nl or No). space denotes a Unicode code point categorized as a separator space (i.e., with General Category value Zs), or any of the control characters '\\t', '\\n', '\\r', '\\f', or '\\v'. Interested readers may find details of Unicode character categories in Section 4.5 of The Unicode Standard 15.1.0 , and the Unicode Character Database .","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Characters","id":"119","title":"Characters"},"12":{"body":"Plutarch is a typed eDSL in Haskell for writing efficient Plutus Core validators. LambdaBuffers creates Plutarch type definitions and associated Plutarch type class implementations for PlutusType , PIsData and PShow classes. Additionally, when instructed by a LambdaBuffers derive statement type class implementations for PEq and PTryFrom are also printed. A small example: ❯ nix develop github:mlabs-haskell/lambda-buffers#dev-plutarch\n❯ cat > Example.lbf\nmodule Example import Prelude\nimport Plutus.V1 (PlutusData, AssetClass) record Example a = { foo : AssetClass, bar : a } derive Eq (Example a)\nderive Json (Example a)\nderive PlutusData (Example a) ❯ lbf-plutus-to-plutarch Example.lbf\n[lbf][INFO] Compilation OK\n[lbf][INFO] Codegen OK ❯ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Example\nautogen/LambdaBuffers/Example/Plutarch.hs For a full example see Example .","breadcrumbs":"LambdaBuffers for Plutarch » LambdaBuffers for Plutarch","id":"12","title":"LambdaBuffers for Plutarch"},"120":{"body":"Tokens form the vocabulary of LambdaBuffers Frontend files. The classes of tokens are defined as follows. keyword -> 'module' | 'sum' | 'prod' | 'record' | 'opaque' | 'class' | 'instance' | 'import' | 'qualified' | 'as'\nmodulename -> uppercamelcase\nlongmodulename -> modulealias modulename\ntypename -> uppercamelcase\nfieldname -> lowercamelcase\\keyword\nlongtypename -> modulealias typename\nvarname -> lowers\\keyword\npunctuation -> '<=' | ',' | '(' | ')' | '{' | '}' | ':' | ':-' | '=' | '|'\nclassname -> uppercamelcase\nlongclassname -> modulealias uppercamelcase where uppercamelcase -> upper { alphanum }\nlowercamelcase -> lower { alphanum }\nmodulealias -> { uppercamelcase '.' }\nlowers -> lower { lower } Input files are broken into tokens which use the maximal munch rule i.e., at each point, the next token is the longest sequence of characters that form a valid token. spaces or line comments are ignored except as it separates tokens that would otherwise combine into a single token.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Lexical syntax","id":"120","title":"Lexical syntax"},"121":{"body":"A line comment starts with the terminal '--' followed by zero or more printable Unicode characters stopping at the first end of line ('\\n' or '\\r\\n').","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Line comments","id":"121","title":"Line comments"},"122":{"body":"A LambdaBuffers Frontend file defines a module that is a collection of data types, classes, instance clauses, and derive clauses. The overall layout of a LambdaBuffers Frontend file is: module -> 'module' longmodulename { import } { statement } The file must specify the module's longmodulename where its modulename must match the LambdaBuffers Frontend file's file name not including the .lbf extension. After, the file may contain a sequence of imports followed by a sequence of statements.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Syntax of LambdaBuffers Frontend files","id":"122","title":"Syntax of LambdaBuffers Frontend files"},"123":{"body":"Imports bring entities (types and classes) of other modules into scope. import -> 'import' [ 'qualified' ] longmodulename [ 'as' longmodulename ] [ importspec ]\nimportspec -> '(' [ { typename ',' } typename [','] ] ')' If importspec is omitted, then all entities specified in the module are imported; otherwise only the specified entities are imported.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Import","id":"123","title":"Import"},"124":{"body":"Statements define types, classes, instance clauses, and derive clauses. statement -> typedef | classdef | instanceclause | deriveclause Type definitions Types may be either sum types, product types, record types, or opaque types. typedef -> prodtypedef | sumtypedef | recordtypedef | opaquetypedef Product type definition A product type definition defines a new product type. prodtypedef -> 'prod' typename { varname } '=' prod\nprod -> { typeexp }\ntypeexp -> varname | longtypename | '(' prod ')' Product type definitions instruct the code generator to generate a product type for the target language. Sum type definition A sum type definition defines a new sum type. sumtypedef -> 'sum' typename { varname } '=' sum\nsum -> sumconstructor { '|' sumconstructor }\nsumconstructor -> typename prod Sum type definitions instruct the code generator to generate a sum type for the target language. Record type definition A record type definition defines a new record type. recordtypedef -> 'record' typename { varname } '=' record\nrecord -> '{' [ field { ',' field } ] '}'\nfield -> fieldname ':' prod Record type definitions instruct the code generator to generate a record type for the target language. Opaque type definition An opaque type definition defines a new opaque type. opaquetypedef -> 'opaque' typename { varname } Opaque type definitions must map to existing types in the target language and it's up to the Codegen module to determine how that's exactly done. Class definition A class definition introduces a new class. classdef -> 'class' [ constraintexps '<=' ] classname { varname }\nconstraintexp -> classref { varname } | '(' constraintexps ')'\nconstraintexps -> [ constraintexp { ',' constraintexp } ] Class definitions communicate with the code generator the implementations that already exist (via instance clauses) or that one would like to generate (via derive clauses). Instance clause An instance clause specifies a type is an instance of a class. instanceclause -> 'instance' constraint [ ':-' constraintexps ]\nconstraint -> classref { typeexp } Instance clauses do not instruct the code generator to generate code, but instead instructs the compiler (semantic checking) that the target language environment provides type class implementations for the given type (provided that the given constraintexps also have implementations). Derive clause Derive clauses instruct the code generator to generate code for a type so that it is an instance of a class. deriveclause -> 'derive' constraint Note the code generation of a type for a class is implemented via builtin derivation rules (which developers may extend).","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Statement","id":"124","title":"Statement"},"125":{"body":"The summarized productions of a LambdaBuffers Frontend file is as follows. module -> 'module' longmodulename { import } { statement } import -> 'import' [ 'qualified' ] longmodulename [ 'as' longmodulename ] [ importspec ]\nimportspec -> '(' [ { typename ',' } typename [','] ] ')' statement -> typedef | classdef | instanceclause | deriveclause typedef -> prodtypedef | sumtypedef | recordtypedef | opaquetypedef prodtypedef -> 'prod' typename { varname } '=' prod\nprod -> { typeexp }\ntypeexp -> varname | longtypename | '(' prod ')' sumtypedef -> 'sum' typename { varname } '=' sum\nsum -> sumconstructor { '|' sumconstructor }\nsumconstructor -> typename prod recordtypedef -> 'record' typename { varname } '=' record\nrecord -> '{' [ field { ',' field } ] '}'\nfield -> fieldname ':' prod opaquetypedef -> 'opaque' typename { varname } classdef -> 'class' [ constraintexps '<=' ] classname { varname }\nconstraintexp -> classref { varname } | '(' constraintexps ')'\nconstraintexps -> [ constraintexp { ',' constraintexp } ] instanceclause -> 'instance' constraint [ ':-' constraintexps ]\nconstraint -> classref { typeexp } deriveclause -> 'derive' constraint","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Syntax reference","id":"125","title":"Syntax reference"},"126":{"body":"The Compiler component sits between the Frontend component and the code generation component named Codegen . The purpose of the Compiler is to perform various checks on the Compiler input provided by the Frontend ensuring that supplied type, class and instance clause definitions are valid or otherwise communicate any error conditions determined during processing. The end goal of the Compiler is to ensure that the Codegen component is capable of processing the Compiler Output by providing correct and complete information.","breadcrumbs":"Compiler » LambdaBuffers Compiler","id":"126","title":"LambdaBuffers Compiler"},"127":{"body":"The Compiler operates on the Compiler Input message specified in the compiler.proto Google Protocol Buffers schema - enabling, any Frontend to interface with the Compiler in a language agnostic manner. Similarly, the Compiler Output message is also specified in the compiler.proto Google Protocol Buffers schema that is then consumed by Codegen modules, able to be written in any programming environment capable of communicating via Google Protocol Buffers . Refer to the Compiler Proto documentation for more information.","breadcrumbs":"Compiler » Compiler Interface","id":"127","title":"Compiler Interface"},"128":{"body":"The first step the Compiler performs is kind checking and inference on type definitions provided by the Frontend and otherwise raises kind checking errors . When successful, the Compiler outputs a Compiler Output that annotates each type term with kind information. In standard type checking terminology LambdaBuffers 'terms' are abstract data type declarations and their 'types' are kinds . Currently, the Compiler accepts: type terms of kind Type (such as Int or Bool), type function terms of kind Type → Type (such as Maybe or Either - though note that type functions are not \"first class\" in the sense that they cannot be passed as arguments to other type functions). There are future plans to expand this to Higher Kinded Types (such as MaybeT, StateT etc - i.e. types parameterized on type function terms) - subject to research into Codegen of such types in the target languages. The Compiler supports recursive types. All LambdaBuffers type variables terms must be monomorphically kinded, with polymorphic kinds defaulting to monomorphic ones. For example Phantom a = Phantom would resolve to the monomorphic kind Type → Type rather than the polymorphic kind ∀a. a → Type.","breadcrumbs":"Compiler » Checking Type Definitions","id":"128","title":"Checking Type Definitions"},"129":{"body":"The kind checker is designed around a simply typed lambda calculus type system with inference via unification ( John Alan Robinson's unification algorithm is being currently used). We've also introduced a let binding rule that allows later additions to the typing context. The typing rules are the following: x : σ ∈ Γ\n----------- [Variable] Γ ⊢ x : σ Γ,x:σ ⊢ e:τ\n------------------------ [Abstraction] Γ ⊢ (λ x:σ. e):(σ → τ) Γ ⊢ x:(σ → τ) Γ ⊢ y:σ\n------------------------- [Application] Γ ⊢ x y : τ Γ ⊢ e₁:σ Γ, e₁ : σ ⊢ e₂:τ\n----------------------------- [Let] Γ ⊢ let x = e₁ in e₂ : τ The type checking strategy is as follows: A context is built from the type definitions. Type variables which are not annotated with any further kind information are defaulted to be of kind Type. The RHS of the type terms are converted into their Sums of Products canonical representation. The variables from the left hand side of the term are introduced to the right hand side as abstractions. The derivation for each term is built. Then the unification tries to find a solution. Terms for which unification cannot find a consistent derivation are deemed incorrect and a kind checking error is thrown. Note that currently all of the inferred kinds have a restriction to be monomorphic - therefore no free or universally quantified variables can appear in the final kind signature.","breadcrumbs":"Compiler » Kind Checker","id":"129","title":"Kind Checker"},"13":{"body":"Writing .lbf schemas with API types intended for Plutarch backend will typically use the following LambdaBuffers schema modules: Prelude , Plutus.V1 , Plutus.V2 . Take a look at Example.lbf schema as an example.","breadcrumbs":"LambdaBuffers for Plutarch » LambdaBuffers modules","id":"13","title":"LambdaBuffers modules"},"130":{"body":"In addition to kind checking , the Compiler could perform a special check for types to determine their cardinality. This is especially useful to catch and report on non inhabited types that users might define. For example, data F a = F (F a) declares a non-inhabited recursive type that can't be constructed. LambdaBuffers Compiler SHOULD reject such types as they can't possibly be constructed and generated typeclass instances would in turn be ill-defined. This problem is equivalent to a problem of calculating graph components .","breadcrumbs":"Compiler » Checking Type Cardinality","id":"130","title":"Checking Type Cardinality"},"131":{"body":"Finally, the compiler should be able to normalize expressions. For example, it may be possible to define a data type in the schema language in a form similar to: data G a = G ((Either) ((Maybe) a) Int), where the bracketing indicates the order of application within the term. The example term would normalize to data G a = G (Either (Maybe a) Int) - resulting in a cleaner (and more performant) code generation.","breadcrumbs":"Compiler » Normalizing Type Definitions","id":"131","title":"Normalizing Type Definitions"},"132":{"body":"The Compiler should, if possible, ensure that all instance declarations for schemata are derivable using hard-coded derivation axioms. Other schema languages support generating type definitions in many languages from a single definition in the schema language. One key feature that sets LambdaBuffers apart from these alternatives is support for typeclasses , which enable the generation of ad-hoc polymorphic functions that operate on types generated from LambdaBuffers schemata. The LambdaBuffers schema language doesn't allow users to specify typeclass instance implementations themselves. Users, instead, will write instance clauses as part of the schema definition, and the LambdaBuffers code generator will derive these declared instances when generating code. Two important consequences of this design decision are: All instances must be derived structurally . As an example, consider the arbitrary product type data P a b = P a b. The semantics of the generated instance (i.e. the behavior of the generated code) must be determinable from the structure of the type - that it is a product - and the instances for its arguments a and b, and by those features alone. (Since a and b are type variables here, writing a direct instance for any interesting class is likely impossible, so LambdaBuffers supports constrained instances such as instance (C a, C b) => C (P a b)) All instances must be uniform across supported languages . Because the LambdaBuffers Codegen component (and not the user) is responsible for generating instances, we must ensure that the codegen component is suitably equipped to generate instances in each language that exhibit behavior which is, to the greatest extent possible, equivalent to the behavior of generated instances in any other language. We must have an extensive test quite to verify uniform behavior of generated instances. In languages with a typeclass system (Haskell, PureScript) or equivalent (Rust's Traits), we will utilize the existing system and should (to the extent that doing so is feasible) utilize existing typeclasses and instances from commonly used or standard libraries. In languages lacking a type system that is sufficiently rich to express typeclass relations, we will generate instances using idiomatic language features. (The details will depend on the particular language.)","breadcrumbs":"Compiler » Checking Typeclass Definitions and Instance Clauses","id":"132","title":"Checking Typeclass Definitions and Instance Clauses"},"133":{"body":"","breadcrumbs":"Compiler » Missing link","id":"133","title":"Missing link"},"134":{"body":"NOTE: The implementation of the code generation framework is still in early stages and will likely undergo substantial changes as development continues. This document serves to outline general principles that any implementation of the LambdaBuffers code generation framework ought to adhere to.","breadcrumbs":"Codegen » LambdaBuffers Codegen","id":"134","title":"LambdaBuffers Codegen"},"135":{"body":"Modular & reusable components Ergonomic interface Extensible to new opaque types Extensible to new type classes","breadcrumbs":"Codegen » Requirements","id":"135","title":"Requirements"},"136":{"body":"Because the code generation modules for each target language will almost certainly constitute the bulk of the final LambdaBuffers codebase, it is essential that components of the code generation framework be as modular and reusable as is practicable. Although each target language has its own distinct syntax and semantics, many syntactic forms exist in multiple target languages. For example, Haskell and PureScript both use a comma-separated set enclosed in square brackets (e.g. [1,2,3]) to represent a List _/[_] value, while Rust uses a similar form (in conjunction with a macro, e.g. vec![1,2,3]) to represent a Vector<_> value. To reduce redundant and superfluous code, common syntactic patterns such at this should be abstracted out into a set of functions that can be reused across languages.","breadcrumbs":"Codegen » Modular & Reusable Components","id":"136","title":"Modular & Reusable Components"},"137":{"body":"While the LambdaBuffers team will support a finite set of specific target languages, adding support for an additional language should be as painless as possible (ceteris paribus) to encourage and facilitate open source contributions by third parties. A basic set of tools which can be used to write code generation modules for any target language should be developed, and all code generation modules written by the LambdaBuffers team should employ those tools (in order to provide a robust set of examples for future contributors, among other benefits).","breadcrumbs":"Codegen » Ergonomic Interface","id":"137","title":"Ergonomic Interface"},"138":{"body":"Users and contributors should be able to easily extend the default set of supported opaque types to support additional opaque types. In the context of code generation, this means: Users should have the ability to specify the target type for a given opaque type in the target language (including the package or module that contains the target type if the target type is not part of the language's standard library). Because type class instances must be derived structurally, and because an opaque type is by definition a type with no visible internal structure, users should be provided with an ergonomic interface for noting the presence of a type class instance for an opaque type's target type in a particular language (if the instance exists in the standard library), or for referring to the module where such an instance is located (if the instance is defined in a library or by the user in one of their own modules).","breadcrumbs":"Codegen » Extensible to New Opaque Types","id":"138","title":"Extensible to New Opaque Types"},"139":{"body":"Users and contributors should be able to easily extend the default set of supported type classes to support additional type classes and facilitate the derivation of instances for newly defined classes. In practice, the type class code generation machinery must consist of two distinct parts: First, a set of deriving rules which correspond to instances that already exist (in some module or in a language's standard library/prelude). Second, code generation functions that operate on user-defined types which satisfy those rules. Each of these parts should be ergonomic, well-documented, and the implementation of the default set of supported type classes ought to be thoroughly commented in order that users have a diverse set of real examples to work from.","breadcrumbs":"Codegen » Extensible to New Type Classes","id":"139","title":"Extensible to New Type Classes"},"14":{"body":"The necessary LambdaBuffers runtime libraries a typical Plutarch project needs when working with LambdaBuffers: lbr-plutarch a Haskell runtime library necessary for working with lbf-xyz libraries. lbf-prelude-plutarch that contains the LambdaBuffers Prelude schema library generated by LambdaBuffers. lbf-plutus-plutarch that contains the LambdaBuffers Plutus schema library generated by LambdaBuffers. Of course, additional imports for Plutarch libraries are also necessary plutarch and optionally plutarch-extra . For a full example see Example .","breadcrumbs":"LambdaBuffers for Plutarch » Haskell libraries","id":"14","title":"Haskell libraries"},"140":{"body":"LambdaBuffers consists of three runtime command line interface components: lambda-buffers-frontend-cli lambda-buffers-compiler-cli lambda-buffers-codegen-cli The Frontend CLI orchestrates work between the user and the Compiler and Codegen components. It's desirable to have both the Compiler CLI and the Codegen CLI subject to a strict API with a specified set of flags to enable CLI implementation from various sources. This would be especially helpful with Codegen modules that bring about support for new targets, opaque types and typeclasses.","breadcrumbs":"Command line interface » LambdaBuffers Command Line Interface","id":"140","title":"LambdaBuffers Command Line Interface"},"141":{"body":"Legend: 🟢 Available (grading added in some cases spanning: Bad, Average, Good, Excellent) 🟡 In development 🔵 Potential future feature 🔴 Not currently available ❔ Not clear Feature Proto Buffers ADL JSON Schema Lambda Buffers CDDL ASN.1 Sum types 🟢 🟢 🔴 🟢 🟢 🟢 Record types 🟢 🟢 🟢 🟢 🟢 🟢 Product types 🔴 🔴 🔴 🟢 ❔ 🔴 Recursive types 🟢 🟢 🔴 🟢 🟢 ❔ Parameterized types (generic types) 🔴 🟢 🔴 🟢 🟢 🔴 Type annotations/constraints 🟢 🟢 🟢 🔵 🟢 🟢 Add new builtin types 🔴 🟢 🔴 🟢 🔴 🔴 Add new type semantics (e.g. different encodings) 🟢 🟢 🔴 🟢 🔴 🟢 Manage type semantics (at language level) 🔴 🔴 🔴 🟢 🔴 🔴 Codegen support 🟢 (Excellent) 🟢 (Average) 🟢 (Excellent) 🟡 🟢 (Bad) 🟢 (Average) DevOps tooling - build system integration 🟢 🔴 ❔ 🟡 🔴 🔴 Documentation tooling 🟢 🔴 🟢 🔵 🔴 ❔ Formatting, linting, and development environment tools 🟢 🔴 🟢 🟢 🔴 🔴 Language checker API 🟢 🔴 🟢 🟢 🔴 🔴 Codegen API 🟢 🟢 🔴 🟢 🔴 🔴 Language specification 🟢 🟢 🟢 🟢 🟢 🟢 Backwards compatibility strategy 🟢 🔴 🔴 🔴 🔴 🔴","breadcrumbs":"Comparison matrix » Comparison Matrix","id":"141","title":"Comparison Matrix"},"142":{"body":"","breadcrumbs":"Comparison matrix » Descriptions","id":"142","title":"Descriptions"},"143":{"body":"Types of the form Time = Present | Past | Future, which allow a type do be constructed by one of many variants. Think Rust's enums.","breadcrumbs":"Comparison matrix » Sum Types","id":"143","title":"Sum Types"},"144":{"body":"Types of the form Person = MkPerson Age Name, where MkPerson is of Kind Type->Type->Type. Product types combine multiple elements into one data type without tagging the elements.","breadcrumbs":"Comparison matrix » Product Types","id":"144","title":"Product Types"},"145":{"body":"Types of the form Person = MkPerson { age :: Age, name :: Name }. Record types are similar to structs in most programming languages.","breadcrumbs":"Comparison matrix » Record Types","id":"145","title":"Record Types"},"146":{"body":"Recursive types are defined by the presence of the LHS type in its RHS definition. A classic example is: List a = Nil | Cons a (List a)\n^^^^^^ ^^^^^^","breadcrumbs":"Comparison matrix » Recursive Types","id":"146","title":"Recursive Types"},"147":{"body":"Type functions allow for the introduction of type variables in the LHS definition of the term - creating a parametrised type definition. The classic example is Maybe a which is the equivalento of Option <A> in rust: Maybe a = Nothing | Just a Using the above type definition we can now define another type that uses Maybe and instantiates it to use Integer Time_Saved_via_LambdaBuffers = Maybe Integer","breadcrumbs":"Comparison matrix » Parameterized Types (Generics)","id":"147","title":"Parameterized Types (Generics)"},"148":{"body":"There exists a system of constraining or further annotating types - enriching the type's specification.","breadcrumbs":"Comparison matrix » Type Annotations / Constraints","id":"148","title":"Type Annotations / Constraints"},"149":{"body":"Refer to design document .","breadcrumbs":"Comparison matrix » Add New Built-in Types","id":"149","title":"Add New Built-in Types"},"15":{"body":"You can inspect the generated libraries using Nix: ❯ nix build .#lbf-prelude-plutarch\n❯ find result/autogen/\nresult/autogen/\nresult/autogen/LambdaBuffers\nresult/autogen/LambdaBuffers/Prelude\nresult/autogen/LambdaBuffers/Prelude/Plutarch.hs ❯ nix build .#lbf-plutus-plutarch\n❯ find result/autogen/\nresult/autogen/\nresult/autogen/LambdaBuffers\nresult/autogen/LambdaBuffers/Plutus\nresult/autogen/LambdaBuffers/Plutus/V2\nresult/autogen/LambdaBuffers/Plutus/V2/Plutarch.hs\nresult/autogen/LambdaBuffers/Plutus/V1\nresult/autogen/LambdaBuffers/Plutus/V1/Plutarch.hs","breadcrumbs":"LambdaBuffers for Plutarch » Inspecting the generated output","id":"15","title":"Inspecting the generated output"},"150":{"body":"Refer to the design document .","breadcrumbs":"Comparison matrix » Add New Type Semantics","id":"150","title":"Add New Type Semantics"},"151":{"body":"Refer to the design document ..","breadcrumbs":"Comparison matrix » Manage Type Semantics (at Language Level)","id":"151","title":"Manage Type Semantics (at Language Level)"},"152":{"body":"Codegen support relates to the language being able to generate types for other programming languages.","breadcrumbs":"Comparison matrix » Codegen Support","id":"152","title":"Codegen Support"},"153":{"body":"The framework/language provides a seamless way of integrating with normal build tools and systems (eg. Bazel, Nix, etc.).","breadcrumbs":"Comparison matrix » DevOps Tooling - Build System Integration","id":"153","title":"DevOps Tooling - Build System Integration"},"154":{"body":"The language can generate human readable documentation in an easy to share and view format. For example HTML, or Markdown.","breadcrumbs":"Comparison matrix » Documentation Tooling","id":"154","title":"Documentation Tooling"},"155":{"body":"Tools that allow formatting, linting, and automating standardisation of the language specific files.","breadcrumbs":"Comparison matrix » Formatting, Linting, and Development Environment Tools","id":"155","title":"Formatting, Linting, and Development Environment Tools"},"156":{"body":"The language checker component exposes an API to interface with itself in a language agnostic manner.","breadcrumbs":"Comparison matrix » Language Checker API","id":"156","title":"Language Checker API"},"157":{"body":"The language codegen component exposes an API to interface with itself in a language agnostic manner.","breadcrumbs":"Comparison matrix » Codegen API","id":"157","title":"Codegen API"},"158":{"body":"There exists a well defined language specification document.","breadcrumbs":"Comparison matrix » Language Specification","id":"158","title":"Language Specification"},"159":{"body":"The language makes certain backwards compatibility guarantees between versions of the same type definition.","breadcrumbs":"Comparison matrix » Backwards Compatibility Strategy","id":"159","title":"Backwards Compatibility Strategy"},"16":{"body":"The set of imports a Plutarch program using LambdaBuffers would typically need is the following: import LambdaBuffers.Plutus.V1.Plutarch ()\nimport LambdaBuffers.Plutus.V2.Plutarch ()\nimport LambdaBuffers.Prelude.Plutarch ()\nimport LambdaBuffers.Runtime.Plutarch ()\nimport Plutarch ()\nimport Plutarch.Prelude ()\nimport Plutarch.Api.V1 ()\nimport Plutarch.Api.V2 () LambdaBuffers.Plutus.V1.Plutarch is a module generated from Plutus.V1 LambdaBuffers schema and provided by the lbf-plutus-plutarch runtime library. LambdaBuffers.Plutus.V2.Plutarch is a module generated from Plutus.V2 LambdaBuffers schema and provided by the lbf-plutus-plutarch runtime library. LambdaBuffers.Prelude.Plutarch is a module generated from Prelude LambdaBuffers schema and provided by the lbf-prelude-plutarch runtime library. LambdaBuffers.Runtime.Plutarch is a module provided by the lbr-plutarch runtime library. Generated Plutarch module for a LambdaBuffers schema Foo/Bar.lbf (ie. Foo.Bar) is stored at Foo/Bar/Plutarch.hs","breadcrumbs":"LambdaBuffers for Plutarch » Haskell modules","id":"16","title":"Haskell modules"},"160":{"body":"https://json-schema.org/implementations.html https://www.rfc-editor.org/rfc/rfc8610 https://github.com/timbod7/adl https://www.itu.int/en/ITU-T/asn1/Pages/introduction.aspx https://protobuf.dev/ https://github.com/dcSpark/cddl-codegen","breadcrumbs":"Comparison matrix » References","id":"160","title":"References"},"17":{"body":"Plutarch backend doesn't support recursive type definitions unfortunately (see #131). The following will not work: module ModuleWithRecursiveType import Prelude (Eq)\nimport Plutus.V1 (PlutusData) sum List a = Cons a (List a) | Nil\nderive Eq (List a)\nderive PlutusData (List a) Additionally, LambdaBuffers record types are mapped to Plutarch product types: module ModuleWithARecordType import Prelude (Eq, Integer, Bool)\nimport Plutus.V1 (PlutusData) record Foo = { bar: Integer, baz: Bool }\nderive Eq Foo\nderive PlutusData Foo Essentially, the record definitions are 'degraded' into product types such that the order of product fields is the order of record fields as they are defined at source. For example the Foo record defined above would have no difference in Plutarch if it was defined as product Foo below: prod Foo = Integer Bool The Plutarch backend doesn't support the use of Char, Text, Bytes (there's a Plutus.V1.Bytes), Set and Map (there's a Plutus.V1.Map) from LambdaBuffers Prelude module.","breadcrumbs":"LambdaBuffers for Plutarch » Restrictions","id":"17","title":"Restrictions"},"18":{"body":"","breadcrumbs":"LambdaBuffers for Plutarch » Plutarch","id":"18","title":"Plutarch"},"19":{"body":"Plutarch backend supports all types from the LambdaBuffers Plutus schema library, as to enable full featured Plutus script development. Additionally, it also supports some types from the LambdaBuffers Prelude schema library, namely Bool, Integer, Maybe, Either and List. module Foo sum Sum = Some a | Nothing record Record a = { foo : Bytes, bar: a\n} prod Product a = Bytes a translates into Plutarch equivalent: module LambdaBuffers.Foo.Plutarch (Sum(..), Record(..), Product(..)) where import qualified LambdaBuffers.Plutus.V1.Plutarch\nimport qualified LambdaBuffers.Prelude.Plutarch\nimport qualified LambdaBuffers.Runtime.Plutarch\nimport qualified Plutarch\nimport qualified Plutarch.Bool\nimport qualified Plutarch.Builtin\nimport qualified Plutarch.Internal.PlutusType\nimport qualified Plutarch.Prelude\nimport qualified Plutarch.Show\nimport qualified Plutarch.TryFrom\nimport qualified Plutarch.Unsafe data Sum (a :: PType) (s :: Plutarch.S) = Sum'Some (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) | Sum'Nothing deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow data Record (a :: PType) (s :: Plutarch.S) = Record (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow data Product (a :: PType) (s :: Plutarch.S) = Product (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow","breadcrumbs":"LambdaBuffers for Plutarch » Type definition mapping","id":"19","title":"Type definition mapping"},"2":{"body":"This repository relies heavily on the Nix Package Manager for both development and package distribution. To install run the following command: sh <(curl -L https://nixos.org/nix/install) --daemon and follow the instructions. $ nix --version\nnix (Nix) 2.8.0 NOTE: The repository should work with Nix version greater or equal to 2.8.0. Make sure to enable Nix Flakes and IFD by editing either ~/.config/nix/nix.conf or /etc/nix/nix.conf on your machine and add the following configuration entries: experimental-features = nix-command flakes\nallow-import-from-derivation = true Optionally, to improve build speed, it is possible to set up a binary caches maintained by IOHK and Plutonomicon by setting additional configuration entries: substituters = https://cache.nixos.org https://iohk.cachix.org https://cache.iog.io https://public-plutonomicon.cachix.org\ntrusted-public-keys = cache.nixos.org-1:6NCHdD59X431o0gWypbMrAURkbJ16ZPMQFGspcDShjY= hydra.iohk.io:f/Ea+s+dFdN+3Y/G+FDgSq+a5NEWhJGzdjvKNGv0/EQ= iohk.cachix.org-1:DpRUyj7h7V830dp/i6Nti+NEO2/nhblbov/8MW7Rqoo= public-plutonomicon.cachix.org-1:3AKJMhCLn32gri1drGuaZmFrmnue+KkKrhhubQk/CWc=","breadcrumbs":"Getting started » Installing Nix","id":"2","title":"Installing Nix"},"20":{"body":"Plutarch has a couple of fundamental type classes essential to its operations namely, PlutusType, PIsData, PTryFrom and PEq. PlutusType Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PlutusType serves to (de)construct Plutarch eDSL terms from Haskell 'native' terms. class PlutusType (a :: PType) where type PInner a :: PType pcon' :: forall s. a s -> Term s (PInner a) pmatch' :: forall s b. Term s (PInner a) -> (a s -> Term s b) -> Term s b Additionally, Plutarch enables specifying terms to have different 'value' representation, like Scott encoded terms or PlutusData encoded terms. This is what the PInner type family is used to specify. LambdaBuffers only cares about PlutusData encoded terms since we're using it to specify Plutus datum structures. The task is to generate a pcon' implementation such that we can construct Plutarch Terms that have some PInner representation of type PData, from Haskell 'native' values. The pcon' implementation must match the LB Plutus PlutusData encoding class standard, and so we'll use the same 'to Plutus data' specification to generate pcon' implementations. Constructing is always only one part of the story, there's also deconstruction that is captured by the pmatch' method. This method serves to 'pattern match' on a value that was already constructed using pcon' and dispatch said value to a provided continuation function. It's important to note that there's a subtle but important distinction to be made between the ptryFrom and pmatch' methods. pmatch' assumes that the value it receives is indeed correct, as it was constructed using the pcon' method. This means that pmatch' should never error, and if it does that means the implementation is wrong. ptryFrom is different, as it takes some PData and tries to parse it into a PType, but can fail. However, in LambdaBuffers, both of these methods follow the exact same logical pattern, and they correspond and can be generated using the from Plutus data specification. PTryFrom Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PTryFrom serves specify how PData is 'parsed' into a Plutarch type. N It's generally used to convert between Plutarch types, but that's a fairly general use case, and we generally use this class in a very narrow form to specify how PData is 'parsed' into a Plutarch type. class PSubtype a b => PTryFrom (a :: PType) (b :: PType) where type PTryFromExcess a b :: PType type PTryFromExcess a b = PTryFromExcess a (PInner b) ptryFrom' :: forall s r. Term s a -> ((Term s b, Reduce (PTryFromExcess a b s)) -> Term s r) -> Term s r default ptryFrom' :: forall s r. (PTryFrom a (PInner b), PTryFromExcess a b ~ PTryFromExcess a (PInner b)) => Term s a -> ((Term s b, Reduce (PTryFromExcess a b s)) -> Term s r) -> Term s r ptryFrom' opq f = ptryFrom @(PInner b) @a opq \\(inn, exc) -> f (punsafeCoerce inn, exc) There's some additionally features exhibited by this type class, most noteworthy is the PTryFromExcess type family that enables us specify the part of the structure that wasn't parsed and is left unexamined. It's a form of optimization that becomes very important if you have a very complex data type such as ScriptContext from the plutus-ledger-api. Apparently, a good intuition pump for this 'excess' business is that of a zipper . We focus on a certain part of a data structure, only ever providing links to other parts that are left un-examined. LambdaBuffers doesn't use this feature and sets the PTryFromExcess to a unit type, signaling that nothing is left unexamined. PIsData Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PIsData serves to track 'is it Plutus data encoded?' with types. newtype PAsData (a :: PType) (s :: S) = PAsData (Term s a) class PIsData a where pfromDataImpl :: Term s (PAsData a) -> Term s a default pfromDataImpl :: PIsData (PInner a) => Term s (PAsData a) -> Term s a pfromDataImpl x = punsafeDowncast $ pfromDataImpl (punsafeCoerce x :: Term _ (PAsData (PInner a))) pdataImpl :: Term s a -> Term s PData default pdataImpl :: PIsData (PInner a) => Term s a -> Term s PData pdataImpl x = pdataImpl $ pto x instance PIsData FooTrivial where pdataImpl = punsafeCoerce pfromDataImpl = punsafeCoerce instance PEq FooTrivial where (#==) = \\l r -> pdata l #== pdata r Due to generated types having a PAsData attached to them, be ready to use pdata and pfromData to switch between forms. PEq Printing an implementation for this class for a particular type is governed by derive Prelude.Eq <type> statements in .lbf schemas. PEq serves to track provide equality checks to Plutarch types. class PEq t where (#==) :: Term s t -> Term s t -> Term s PBool default (#==) :: (PGeneric t, PlutusType t, All2 PEq (PCode t)) => Term s t -> Term s t -> Term s PBool a #== b = gpeq # a # b infix 4 #== We don't generate an implementation from the LambdaBuffers 'equality spec', rather we delegate the equality check to the underlying 'PData' representations that all generated types have for performance. PShow All generated types have a PShow instance derived using the internal Plutarch deriving mechanism. PShow serves to stringify Plutarch types which is very useful during debugging.","breadcrumbs":"LambdaBuffers for Plutarch » Type class implementations","id":"20","title":"Type class implementations"},"21":{"body":"Let work through the Plutarch example available in the repo. First, please check the Getting started guide on how to prepare to work with the repo and setup Nix. Let's see what we have here: lambda-buffers/docs/plutarch ❯ find\n.\n./build.nix\n./cabal.project\n./hie.yaml\n./plutarch-example.cabal\n./app\n./app/Example.hs\n./api\n./api/Example.lbf\n./.envrc The salient bits we should focus on are: The LambdaBuffers .lbf schema in ./api/Example.lbf that describes the API types used by our little program, The Haskell Plutarch program in ./app/Example.hs that works with the API types. To inspect the generated library: lambda-buffers/docs/plutarch ❯ nix build .#lbf-plutarch-example-api\nlambda-buffers/docs/plutarch ❯ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Example\nautogen/LambdaBuffers/Example/Plutarch.hs The name of the generated library lbf-plutarch-example-api is set in the ./plutarch/build.nix Nix build file. However, it's not expected for users to need to do this. If you have any issue please reach out. Inspecting the Cabal file shows the standard runtime libraries we need: lambda-buffers/docs/plutarch ❯ cabal info .\n* plutarch-example-0.1.0.0 (program) Synopsis: LambdaBuffers Plutarch example Versions available: [ Not available from server ] Versions installed: [ Unknown ] Homepage: [ Not specified ] Bug reports: [ Not specified ] License: NONE Author: Drazen Popovic Maintainer: bladyjoker@gmail.com Source repo: [ Not specified ] Executables: plutarch-example Flags: dev Dependencies: base >=4.16, lbf-plutarch-example-api, lbf-plutus-plutarch, lbf-prelude-plutarch, lbr-plutarch, plutarch, plutarch-extra, text >=1.2 Cached: Yes Run the program: lambda-buffers/docs/plutarch ❯ cabal run\n\"Friends, peace and love!!!\" Take a look at the Example.hs to see how generated types are used, namely how they are constructed with pcon and deconstructed with pmatch (or pmatchC).","breadcrumbs":"LambdaBuffers for Plutarch » Example","id":"21","title":"Example"},"22":{"body":"Let's take a look at how LambdaBuffers modules map into Rust modules and how LambdaBuffers type definitions map into Rust type definitions. We'll use the lbf-prelude-to-rust CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-haskell lbf-prelude-to-rust\nlbf-plutus-to-haskell lbf-plutus-to-rust lbf-prelude-to-purescript Or we can simply just refer directly to the lbf-prelude-to-rust CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-rust. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-rust to process the Document.lbf schema. module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-rust -- Document.lbf\n$ find autogen/\nautogen/\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.hs\nautogen/build.json As we can see the autogen directory has been created that contains the generated Rust modules. Note the autogen/build.json file as it contains all the necessary Cargo dependencies the generated module needs in order to be properly compiled by Rust. The outputted Rust module in autogen/document.rs: #![no_implicit_prelude]\n#![allow(warnings)]\nextern crate lbf_prelude;\nextern crate std; #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum Author{Ivan, Jovan, Savo} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct Chapter<A>{pub content: A, pub sub_chapters: std::boxed::Box<lbf_prelude::prelude::List<Chapter<A>>>} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct Document<A>{pub author: Author, pub reviewers: lbf_prelude::prelude::Set<Reviewer>, pub content: Chapter<A>} #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum Reviewer{Bob, Alice} #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum RichContent{Image(lbf_prelude::prelude::Bytes), Gif(lbf_prelude::prelude::Bytes), Text(lbf_prelude::prelude::Text)} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct RichDocument(pub Document<RichContent>);","breadcrumbs":"LambdaBuffers for Rust » LambdaBuffers to Rust","id":"22","title":"LambdaBuffers to Rust"},"23":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become enum in Rust.","breadcrumbs":"LambdaBuffers for Rust » Sum types","id":"23","title":"Sum types"},"24":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Rust tuple struct (or named tuple)","breadcrumbs":"LambdaBuffers for Rust » Product types","id":"24","title":"Product types"},"25":{"body":"The types Document and Chapter have been declared as record types in the LambdaBuffers schema using the record keyword. Like with product types, they become Rust struct with named fields. All types and their fields are public, allowing to manipulate them without accessors.","breadcrumbs":"LambdaBuffers for Rust » Record types","id":"25","title":"Record types"},"26":{"body":"The goal of the LambdaBuffers project is to enable software developers to specify their application types in a common format that can be conveniently shared and their values effectively communicated across language barriers.","breadcrumbs":"Design » LambdaBuffers Design","id":"26","title":"LambdaBuffers Design"},"27":{"body":"Software projects that span multiple language environments often interact in a sub-optimal manner. Significant effort is spent in making application messages declared in one language environment available to other language environments. This burden is particularly onerous in manually written and managed serialization/encoding code which is used to communicate application values in the context of networking, configuration and databases. Ensuring compatibility, consistency and correctness of application messages is a difficult, tedious and error prone process that often results in unwarranted costs to the business and unsustainable technical debt.","breadcrumbs":"Design » Problem Statement","id":"27","title":"Problem Statement"},"28":{"body":"Expressive types, Expressive semantics annotation, Extensible to new types, Extensible to new semantics, Universally consistent semantics, Modular API architecture.","breadcrumbs":"Design » Requirements","id":"28","title":"Requirements"},"29":{"body":"Application types that users can define should be expressive enough to facilitate type driven domain modeling and to express application programming interfaces. Taking inspiration from existing type systems, LambdaBuffers supports algebraic data types that facilitate elegant type composition. Such types are well studied and widely used in functional programming languages such as Haskell. LambdaBuffers supports first class sum, product and record types. Types can be parameterized, effectively enabling generic types. LambdaBuffers also supports recursive type definitions, which allow users to succinctly define elegant and expressive data structures.","breadcrumbs":"Design » Expressive Types","id":"29","title":"Expressive Types"},"3":{"body":"To facilitate seamlessly moving between directories and associated Nix development shells we use direnv and nix-direnv : To install both using nixpkgs: nix profile install nixpkgs#direnv\nnix profile install nixpkgs#nix-direnv Your shell and editors should pick up on the .envrc files in different directories and prepare the environment accordingly. Use direnv allow to enable the direnv environment and direnv reload to reload it when necessary. Additionally, throughout the repository one can use: $ pre-commit run --all\ncabal-fmt............................................(no files to check)Skipped\nfourmolu.................................................................Passed\nhlint....................................................................Passed\nmarkdownlint.............................................................Passed\nnix-linter...............................................................Passed\nnixpkgs-fmt..............................................................Passed\nshellcheck...........................................(no files to check)Skipped\ntypos....................................................................Passed To run all the code quality tooling specified in the pre-commit-check config file","breadcrumbs":"Getting started » Building and development","id":"3","title":"Building and development"},"30":{"body":"Enabling users to manage the semantics associated with their types is essential for adapting LambdaBuffers to a variety of different domains and use cases. While most existing schema systems only facilitate type declarations in a variety of languages, LambdaBuffers takes a further step and provides users with the capability to manage the semantics of the types defined in schemata by indicating which basic operations and functions a type ought to support. For example, suppose a user would like some types to support certain encoding (e.g. JSON or CBOR). In order to support a particular encoding, functions that serialize and deserialize the types are needed in the target language(s). Another example: Users may wish to declare that certain types are numeric - i.e. that values of these types can be added, subtracted or multiplied in a given target language. Most types could be declared to support an equality relation, which requires a function that can check values for equality in the target language(s). In order to provide users the capability to manage the semantics of the types they define, LambdaBuffers supports type classes , also known as type constraints . Type classes are a well-established mechanism for supporting ad hoc polymorphism, backed by a large amount of academic research and widely used in functional programming languages such as Haskell, PureScript, and (albeit under a different name) Rust. One essential difference between LambdaBuffers type classes and type classes as implemented in Haskell/PureScript/Rust is that LambdaBuffers does not allow users to declare the implementation of type class instances. Instead, users declare instance clauses for their types which signify the semantics (i.e. functions, methods) they wish to be generated in the target language. All implementation are generated uniformly as elaborated in the specification document for a given type class. For each new type class declared, code generation tooling must be updated to handle the new type class.","breadcrumbs":"Design » Expressive Semantics Annotation","id":"30","title":"Expressive Semantics Annotation"},"31":{"body":"Enabling users to introduce new built-in types allows LambdaBuffers to be adapted in many different domains and use cases. These types have special treatment under the hood and are generally mapped onto existing types and their value representations in the targeted language environments. For example, a primitive Int type in the LambdaBuffers schema language may be mapped to Int in Haskell and i32 in Rust. Primitive parameterized types are also possible: A primitive Maybe type might be mapped to Maybe in Haskell and to Option<_> in Rust. LambdaBuffers supports opaque types to provide users with the power to define their own primitive or builtin types. Example opaque types include various integer types, sequence types, text types, sets, maps and other semantically richer data types. Generally, such types are already well-defined and widely used in various language environments and come equipped with rich libraries that work with them. Redefining them ab ovo would be counterproductive as users would have to re-implement and reinvent the rich support for such types.","breadcrumbs":"Design » Extensible to New Types","id":"31","title":"Extensible to New Types"},"32":{"body":"Enabling users to introduce new type semantics facilitates LambdaBuffers to be adapted in many different domains and use cases. In LambdaBuffers, introducing new type semantics works by first declaring a type class , which is simply the name of the class bundled with any super-classes (should they exist). Next, specification document that elaborates how instances are to be generated for members of the class must be created, taking care to ensure that instances are always generated uniformly. Finally, a code generation module for the class must be written that implements compliant code generation for different target languages. Concretely, serialization has special treatment in most technologies in this space, however in LambdaBuffers, this is just a new type class. For each new type class, deliberate effort must be invested to support that 'semantics' in different target language environments in a compliant manner. (Because type class instances are generated uniformly relative to the structure of the original type, in accordance with a set of deriving rules provided in the code generation implementation, the amount of boilerplate required to implement a new class is substantially reduced if not entirely eliminated.) The LambdaBuffers team will officially support a certain set of type classes and provide code generation modules for a set of officially supported language environments. However, modular design will hopefully facilitate community contributions in a sustainable fashion.","breadcrumbs":"Design » Extensible to New Semantics","id":"32","title":"Extensible to New Semantics"},"33":{"body":"The types specified by users must be handled in a compatible manner across language environments. This is a critical requirement that underpins this project. If two values of a LambdaBuffers type are considered as 'equal' in one language environment, they should be considered equal in all others. In a similar fashion, if LambdaBuffers type has a declared JSON serialization semantics, values encoded as JSON in one language environment have to have the same encoding performed in all other language environments. LambdaBuffers does not provide a way to formally verify consistency across languages, however, a comprehensive test suite will be developed to ensure that new code generation modules are indeed implemented correctly.","breadcrumbs":"Design » Universally Consistent Semantics","id":"33","title":"Universally Consistent Semantics"},"34":{"body":"LambdaBuffers establishes three separate components of the architecture, namely Frontend , Compiler and Codegen *. Frontend is a user facing component that features a way to input, specify or otherwise construct application types. Frontend also orchestrates the overall work that includes the Compiler and Codegen , invoking each of these components as required by different workflows the Frontend supports. LambdaBuffers officially supports a Frontend component implementation that features a text based language for specifying LambdaBuffers types. However, because of the modular API architecture approach, a Frontend can be implemented in any language and in any fashion as long as they are able to interface with the Compiler and Codegen components. The Compiler is a key component that is made available via the Compiler Input specified via Google Protocol Buffers . It performs all the necessary checks to ensure that the naming, type definitions and their declared semantics are indeed valid. The Codegen component consumes the Compiler Output that contains all the information necessary to perform valid and robust code generation. Frontend communicates with the Codegen to understand its Capabilities , enabling each Codegen module to gradually build up support for desired opaque types and declared semantics.","breadcrumbs":"Design » Modular API Architecture","id":"34","title":"Modular API Architecture"},"35":{"body":"","breadcrumbs":"API » Protocol Documentation","id":"35","title":"Protocol Documentation"},"36":{"body":"lang.proto ClassConstraint ClassDef ClassName ConstrName Constraint Derive FieldName InstanceClause Kind Kind.KindArrow Module ModuleName ModuleNamePart Opaque Product Record Record.Field SourceInfo SourcePosition Sum Sum.Constructor Ty TyAbs TyApp TyArg TyBody TyClassRef TyClassRef.Foreign TyClassRef.Local TyDef TyName TyRef TyRef.Foreign TyRef.Local TyVar Tys VarName Kind.KindRef compiler.proto Error Input InternalError KindCheckError KindCheckError.CyclicKindError KindCheckError.InconsistentTypeError KindCheckError.UnboundTyRefError KindCheckError.UnboundTyVarError KindCheckError.UnificationError NamingError Output ProtoParseError ProtoParseError.MultipleClassDefError ProtoParseError.MultipleConstructorError ProtoParseError.MultipleFieldError ProtoParseError.MultipleImportError ProtoParseError.MultipleModuleError ProtoParseError.MultipleTyArgError ProtoParseError.MultipleTyDefError ProtoParseError.OneOfNotSetError ProtoParseError.UnknownEnumError Result TyClassCheckError TyClassCheckError.DeriveOpaqueError TyClassCheckError.ImportNotFoundError TyClassCheckError.MissingRuleError TyClassCheckError.OverlappingRulesError TyClassCheckError.OverlappingRulesError.QHead TyClassCheckError.SuperclassCycleError TyClassCheckError.UnboundClassRefError codegen.proto Error Input InternalError Output Result UnsupportedClassError UnsupportedOpaqueError Scalar Value Types Top","breadcrumbs":"API » Table of Contents","id":"36","title":"Table of Contents"},"37":{"body":"","breadcrumbs":"API » lang.proto","id":"37","title":"lang.proto"},"38":{"body":"Class constraints A special constraint type denoting the constraints that occur on the rhs of class definitions. Only used to specify super class constraints in a ClassDef. Not to be confused with Constraint which denote type class rules. Field Type Label Description class_ref TyClassRef Type class reference. args TyVar repeated Type variables quantified over ClassDef arguments.","breadcrumbs":"API » ClassConstraint","id":"38","title":"ClassConstraint"},"39":{"body":"Type class definition LambdaBuffers use type classes to talk about the various 'meanings' or 'semantics' we want to associate with the types in LambdaBuffers schemata. For instance, most types can have Eq semantics, meaning they can be compared for equality. Other can have Ord semantics, meaning they can be ordered. Using type classes and instance declarations, much like in Haskell, users can specify the 'meaning' of each type they declare. For example, serialization in LambdaBuffers is just another type class, it's treated the same as any other type class. Concretely, if we wish to provide JSON serialization for LambdaBuffers types, we declare such a type class and provide desired semantic rules: module Foo class JSON a sum Foo a b = Bar a | Baz b derive JSON (Foo a b) Note that for each type class introduced, the Codegen machinery must be updated to support said type class. In other words, it doesn't come for free and for each new type class, a Codegen support must be implemented for any InstanceClause declared by the user. Once all the InstanceClauses have an implementation provided, all the Derived implementation come for free. Field Type Label Description class_name ClassName Type class name. class_args TyArg repeated Type class arguments. Class with no arguments is a trivial class. Compiler MAY report an error. TODO(bladyjoker): MultipleClassArgError. supers ClassConstraint repeated Superclass constraints. documentation string Documentation elaborating on the type class. source_info SourceInfo Source information.","breadcrumbs":"API » ClassDef","id":"39","title":"ClassDef"},"4":{"body":"Let's take a look at how LambdaBuffers modules map into Haskell modules and how LambdaBuffers type definitions map into Haskell type definitions. We'll use the lbf-prelude-to-haskell CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-purescript\nlbf-plutus-to-haskell lbf-prelude-to-haskell Or we can simply just refer directly to the lbf-prelude-to-haskell CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-haskell. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-haskell to process the Document.lbf schema. module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-haskell -- Document.lbf\n$ find autogen/\nautogen/\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.hs\nautogen/build.json As we can see the autogen directory has been created that contains the generated Haskell modules. Note the autogen/build.json file as it contains all the necessary Hackage dependencies the generated module needs in order to be properly compiled by GHC. The outputted Haskell module in autogen/LambdaBuffers/Document.hs: module LambdaBuffers.Document (Author(..) , Chapter(..) , Document(..) , Reviewer(..) , RichContent(..) , RichDocument(..)) where import qualified LambdaBuffers.Prelude\nimport qualified Prelude data Author = Author'Ivan | Author'Jovan | Author'Savo deriving Prelude.Show data Chapter a = Chapter { chapter'content :: a , chapter'subChapters :: LambdaBuffers.Prelude.List (Chapter a)} deriving Prelude.Show data Document a = Document { document'author :: Author , document'reviewers :: LambdaBuffers.Prelude.Set Reviewer , document'content :: Chapter a} deriving Prelude.Show data Reviewer = Reviewer'Bob | Reviewer'Alice deriving Prelude.Show data RichContent = RichContent'Image LambdaBuffers.Prelude.Bytes | RichContent'Gif LambdaBuffers.Prelude.Bytes | RichContent'Text LambdaBuffers.Prelude.Text deriving Prelude.Show newtype RichDocument = RichDocument (Document RichContent) deriving Prelude.Show We can compile the code with the following commands. Note the dev shell dev-prelude-haskell as it includes the LambdaBuffers.Prelude dependency. $ nix develop github:mlabs-haskell/lambda-buffers#dev-prelude-haskell\n$ ghc autogen/LambdaBuffers/Document.hs\n[1 of 1] Compiling LambdaBuffers.Document ( autogen/LambdaBuffers/Document.hs, autogen/LambdaBuffers/Document.o )","breadcrumbs":"LambdaBuffers to Haskell » LambdaBuffers to Haskell","id":"4","title":"LambdaBuffers to Haskell"},"40":{"body":"Type class name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ClassName","id":"40","title":"ClassName"},"41":{"body":"Sum type constructor name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ConstrName","id":"41","title":"ConstrName"},"42":{"body":"Constraint term Field Type Label Description class_ref TyClassRef Name of the type class. args Ty repeated Constraint arguments. Constraint with no arguments is a trivial constraint. Compiler MAY report an error. source_info SourceInfo Source information.","breadcrumbs":"API » Constraint","id":"42","title":"Constraint"},"43":{"body":"Derive statement Derive statements enable user to specify 'semantic' rules for their types much like InstanceClauses do. However, the Codegen will be able to derive an implementation for any such constraint. module Prelude class Eq a sum Maybe a = Just a | Nothing derive Eq (Maybe a) The rule installed for the derive statement is: eq(maybe(A)) :- eq(just(A) | Nothing). The rule relates the desired Ty term to its (lambda calculus) 'evaluated' form. > Currently, there's only support for deriving type class rules and implementations for Ty terms of Kind.KIND_REF_TYPE. That means, type classes like Ord and Eq... Field Type Label Description constraint Constraint Constraint to derive.","breadcrumbs":"API » Derive","id":"43","title":"Derive"},"44":{"body":"Record type field name Field Type Label Description name string Name ::= [a-z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » FieldName","id":"44","title":"FieldName"},"45":{"body":"Instance clause Instance clauses enable users to specify ad-hoc 'semantic' rules for their types. Each such instance must be supported explicitly in the Codegen by providing runtime implementations. This rule form is used when declaring 'opaque' implementations on Opaque types. module Prelude class Eq a opaque Maybe a instance Eq a =&gt; Eq (Maybe a) The rule installed for the clause is: eq(maybe(A)) :- eq(A). The instance clause is verbatim added to the rule set. Field Type Label Description head Constraint Head of the clause that holds only when the body holds. Type variables introduced in the head of the rule become available in the scope of the body of the rule. constraints Constraint repeated Instance (rule) body, conjunction of constraints. source_info SourceInfo Source information.","breadcrumbs":"API » InstanceClause","id":"45","title":"InstanceClause"},"46":{"body":"Kinds A type of a type is called a 'kind'. In Lambda Buffers, all type terms, namely TyArg, TyVar, TyRef, TyApp and TyAbs, are either of kind Type or Type -&gt; Type and Type -&gt; Type -&gt; Type etc. Field Type Label Description kind_ref Kind.KindRef kind_arrow Kind.KindArrow","breadcrumbs":"API » Kind","id":"46","title":"Kind"},"47":{"body":"A kind arrow. Field Type Label Description left Kind right Kind","breadcrumbs":"API » Kind.KindArrow","id":"47","title":"Kind.KindArrow"},"48":{"body":"Module A module encapsulates type, class and instance definitions. Field Type Label Description module_name ModuleName Module name. type_defs TyDef repeated Type definitions. Duplicate type definitions MUST be reported with ProtoParseError.MultipleTyDefError. class_defs ClassDef repeated Type class definitions. Duplicate class definitions MUST be reported with ProtoParseError.MultipleClassDefError. instances InstanceClause repeated Type class instance clauses. derives Derive repeated Type class derive statements. imports ModuleName repeated Imported modules the Compiler consults when searching for type class rules. TODO(bladyjoker): Rename to ruleImports. Duplicate imports MUST be reported with ProtoParseError.MultipleImportError. source_info SourceInfo Source information.","breadcrumbs":"API » Module","id":"48","title":"Module"},"49":{"body":"Module name Field Type Label Description parts ModuleNamePart repeated Parts of the module name denoting a hierarchical namespace. source_info SourceInfo Source information.","breadcrumbs":"API » ModuleName","id":"49","title":"ModuleName"},"5":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become data in Haskell. The only thing to notice is that the type name was prepended with ' (single quote) to the defined constructor names as to make sure they are unique.","breadcrumbs":"LambdaBuffers to Haskell » Sum types","id":"5","title":"Sum types"},"50":{"body":"Module name part Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ModuleNamePart","id":"50","title":"ModuleNamePart"},"51":{"body":"Opaque type. A type that has an Opaque body represents a 'built-in' or a 'primitive' type that's handled by the semantics 'under the hood'. It's called 'opaque' to denote the fact that the Compiler has no knowledge of its structure, and relies that the necessary knowledge is implemented elsewhere. The Codegen modules for any target language have to be able to handle such types specifically and map to existing value level representations and corresponding types. Codegen modules would have to implement support for such defined types, for example: In Python Set a would map to set() from the standard library, In Haskell Set a would map to containers.Data.Set.Set type. Every Opaque type has to be considered deliberately for each language environment targeted by Codegen modules. TODO(bladyjoker): Consider attaching explicit Kind terms to Opaques. Field Type Label Description source_info SourceInfo Source information.","breadcrumbs":"API » Opaque","id":"51","title":"Opaque"},"52":{"body":"A product type term. Field Type Label Description fields Ty repeated Fields in a products are types. source_info SourceInfo Source information.","breadcrumbs":"API » Product","id":"52","title":"Product"},"53":{"body":"A record type term. Field Type Label Description fields Record.Field repeated Record fields. source_info SourceInfo Source information.","breadcrumbs":"API » Record","id":"53","title":"Record"},"54":{"body":"Field in a record type. Field Type Label Description field_name FieldName Record field name. field_ty Ty Field type.","breadcrumbs":"API » Record.Field","id":"54","title":"Record.Field"},"55":{"body":"Frontend Source information Frontends are advised to include Source information to denote how their Source* content maps to the Compiler Input . It's essential when reporting Compiler* errors back to the Frontend. Field Type Label Description file string A filename denoting the Source file. pos_from SourcePosition Starting position in Source. pos_to SourcePosition End position in Source.","breadcrumbs":"API » SourceInfo","id":"55","title":"SourceInfo"},"56":{"body":"Position in Source Field Type Label Description column int32 Column index in the Source. row int32 Row index in the Source.","breadcrumbs":"API » SourcePosition","id":"56","title":"SourcePosition"},"57":{"body":"A sum type term. A type defined as a Sum type is just like a Haskell algebraic data type and represents a sum of products. Field Type Label Description constructors Sum.Constructor repeated Sum type constructors. Empty constructors means void and means that the type can't be constructed. Compiler MAY report an error. Duplicate constructors MUST be reported with ProtoParseError.MultipleConstructorError. source_info SourceInfo Source information.","breadcrumbs":"API » Sum","id":"57","title":"Sum"},"58":{"body":"Constructor of a Sum type is a Product type term. Field Type Label Description constr_name ConstrName Constructor name. product Product Product type term.","breadcrumbs":"API » Sum.Constructor","id":"58","title":"Sum.Constructor"},"59":{"body":"Type term A type term that occurs in bodies of type definitions (message TyDef): sum Maybe a = Just a | Nothing sum Either a b = Left a | Right b sum SomeType a = Foo a (Maybe a) | Bar (Either (Maybe a) (SomeType a)) or in instance declarations: instance Eq (Maybe a) instance Eq (SomeType Int) instance (Eq (Maybe a), Eq (SomeType a)) Eq (Either (Maybe a) (SomeType a)) Check out examples . Field Type Label Description ty_var TyVar A type variable. ty_app TyApp A type application. ty_ref TyRef A type reference.","breadcrumbs":"API » Ty","id":"59","title":"Ty"},"6":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Haskell newtype if they have a single type in their body, otherwise they are data. Note that the constructor has the same name as the type.","breadcrumbs":"LambdaBuffers to Haskell » Product types","id":"6","title":"Product types"},"60":{"body":"Type abstraction A type term that introduces type abstractions (ie. type functions). This type term can only be introduced in the context of a [type definition](@ref TyDef). Field Type Label Description ty_args TyArg repeated List of type variables. No type arguments means delay or const ty_body, meaning TyAbs [] ty_body = ty_body. Duplicate type arguments MUST be reported with ProtoParseError.MultipleTyArgError. ty_body TyBody Type body. source_info SourceInfo Source information.","breadcrumbs":"API » TyAbs","id":"60","title":"TyAbs"},"61":{"body":"Type application A type term that applies a type abstraction to a list of arguments. Field Type Label Description ty_func Ty Type function. TODO(bladyjoker): Rename to ty_abs? ty_args Ty repeated Arguments to apply. No arguments to apply means force, meaning `TyApp ty_func [] = ty_func`` source_info SourceInfo Source information.","breadcrumbs":"API » TyApp","id":"61","title":"TyApp"},"62":{"body":"Type arguments Arguments in type abstractions. Type arguments and therefore type variables have kinds, the Compiler only accepts Type kinded type arguments ans therefore type variables. However, to allow for future evolution if ever necessary, we attach the Kind term to type arguments, even though the Compiler will reject any TyArg that's not of kind Type. Note, this effectively means that lambda Buffers doesn't support higher-kinded types (ie. HKT). Field Type Label Description arg_name VarName Argument name corresponds to variable names. arg_kind Kind Argument kind. source_info SourceInfo Source information.","breadcrumbs":"API » TyArg","id":"62","title":"TyArg"},"63":{"body":"Type body. Lambda Buffers type bodies type terms that can only be specified in the TyAbs context. It's a built-in type term that can only occur enclosed within a TyAbs term which introduces TyVars in the scope of the term. Field Type Label Description opaque Opaque sum Sum product Product record Record","breadcrumbs":"API » TyBody","id":"63","title":"TyBody"},"64":{"body":"Type class references It is necessary to know whether a type class is defined locally or in a foreign module when referring to it in a constraint, this allows users (and requires the frontend) to explicitly communicate that information. Field Type Label Description local_class_ref TyClassRef.Local foreign_class_ref TyClassRef.Foreign","breadcrumbs":"API » TyClassRef","id":"64","title":"TyClassRef"},"65":{"body":"Foreign class reference. Field Type Label Description class_name ClassName Foreign module class name. module_name ModuleName Foreign module name. source_info SourceInfo Source information.","breadcrumbs":"API » TyClassRef.Foreign","id":"65","title":"TyClassRef.Foreign"},"66":{"body":"Local type reference. Field Type Label Description class_name ClassName Local module class name. source_info SourceInfo Source information.","breadcrumbs":"API » TyClassRef.Local","id":"66","title":"TyClassRef.Local"},"67":{"body":"Type definition A type definition consists of a type name and its associated type term. One way to look at it is that a type definition introduces a named 'type abstraction' in the module scope. Concretely, Either can be considered a type lambda of kind Type -&gt; Type -&gt; Type. In fact, type definitions are the only way to introduce such types. Once introduced in the module scope, type definitions are referred to using [TyRef](@ref TyRef) term. Field Type Label Description ty_name TyName Type name. ty_abs TyAbs Type term. source_info SourceInfo Source information.","breadcrumbs":"API » TyDef","id":"67","title":"TyDef"},"68":{"body":"Type name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » TyName","id":"68","title":"TyName"},"69":{"body":"Type reference A type term that denotes a reference to a type available that's declared locally or in foreign modules. Field Type Label Description local_ty_ref TyRef.Local foreign_ty_ref TyRef.Foreign","breadcrumbs":"API » TyRef","id":"69","title":"TyRef"},"7":{"body":"The types Document and Chapter have been declared as record types in the LambdaBuffers schema using the record keyword. Like with product types, they become Haskell newtype if they have a single type in their body, otherwise they are data. Also like with product types, the constructor has the same name as the type. The field names, similar to sum constructor names, are prepended with the lowercased name of the type with a single quote (') to maintain uniqueness.","breadcrumbs":"LambdaBuffers to Haskell » Record types","id":"7","title":"Record types"},"70":{"body":"Foreign type reference. Field Type Label Description ty_name TyName Foreign module type name. module_name ModuleName Foreign module name. source_info SourceInfo Source information.","breadcrumbs":"API » TyRef.Foreign","id":"70","title":"TyRef.Foreign"},"71":{"body":"Local type reference. Field Type Label Description ty_name TyName Local module type name. source_info SourceInfo Source information.","breadcrumbs":"API » TyRef.Local","id":"71","title":"TyRef.Local"},"72":{"body":"Type variable Field Type Label Description var_name VarName Variable name.","breadcrumbs":"API » TyVar","id":"72","title":"TyVar"},"73":{"body":"A list of type terms useful for debugging Field Type Label Description ties Ty repeated","breadcrumbs":"API » Tys","id":"73","title":"Tys"},"74":{"body":"Type variable name Field Type Label Description name string Name ::= [a-z]+ source_info SourceInfo Source information.","breadcrumbs":"API » VarName","id":"74","title":"VarName"},"75":{"body":"A built-in kind. Name Number Description KIND_REF_UNSPECIFIED 0 Unspecified kind SHOULD be inferred by the Compiler. KIND_REF_TYPE 1 A Type kind (also know as * in Haskell) built-in. Top","breadcrumbs":"API » Kind.KindRef","id":"75","title":"Kind.KindRef"},"76":{"body":"","breadcrumbs":"API » compiler.proto","id":"76","title":"compiler.proto"},"77":{"body":"Compiler Error Field Type Label Description proto_parse_errors ProtoParseError repeated Errors occurred during proto parsing. naming_errors NamingError repeated Errors occurred during naming checking. kind_check_errors KindCheckError repeated Errors occurred during kind checking. ty_class_check_errors TyClassCheckError repeated Errors occurred during type class checking. internal_errors InternalError repeated Errors internal to the compiler implementation.","breadcrumbs":"API » Error","id":"77","title":"Error"},"78":{"body":"Compiler Input Compiler Input is a fully self contained list of modules, the entire compilation closure needed by the Compiler to perform its task. Field Type Label Description modules lambdabuffers.Module repeated Modules to compile. Duplicate modules MUST be reported with ProtoParseError.MultipleModuleError.","breadcrumbs":"API » Input","id":"78","title":"Input"},"79":{"body":"Errors internal to the implementation. Field Type Label Description msg string Error message. source_info lambdabuffers.SourceInfo Source information if meaningful.","breadcrumbs":"API » InternalError","id":"79","title":"InternalError"},"8":{"body":"Let's take a look at how LambdaBuffers modules map into Purescript modules and how LambdaBuffers type definitions map into Purescript type definitions. We'll use the lbf-prelude-to-purescript CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-purescript\nlbf-plutus-to-haskell lbf-prelude-to-haskell Or we can simply just refer directly to the lbf-prelude-to-purescript CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-purescript. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-purescript to process the Document.lbf schema module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-purescript -- Document.lbf\n$ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.purs As we can see the autogen directory has been created that contains the generated Purescript modules. Note the autogen/build.json file as it contains all the necessary dependencies the generated module needs in order to be properly compiled by purs compiler. The outputted Purescript module in autogen/LambdaBuffers/Document.hs: module LambdaBuffers.Document (Author(..) , Chapter(..) , Document(..) , Reviewer(..) , RichContent(..) , RichDocument(..)) where import LambdaBuffers.Prelude as LambdaBuffers.Prelude\nimport Data.Generic.Rep as Data.Generic.Rep\nimport Data.Newtype as Data.Newtype\nimport Data.Show as Data.Show\nimport Data.Show.Generic as Data.Show.Generic data Author = Author'Ivan | Author'Jovan | Author'Savo derive instance Data.Generic.Rep.Generic Author _\ninstance Data.Show.Show Author where show = Data.Show.Generic.genericShow newtype Chapter a = Chapter { content :: a , subChapters :: LambdaBuffers.Prelude.List (Chapter a)}\nderive instance Data.Newtype.Newtype (Chapter a) _\nderive instance Data.Generic.Rep.Generic (Chapter a) _\ninstance (Data.Show.Show a) => Data.Show.Show (Chapter a) where show = Data.Show.Generic.genericShow newtype Document a = Document { author :: Author , reviewers :: LambdaBuffers.Prelude.Set Reviewer , content :: Chapter a}\nderive instance Data.Newtype.Newtype (Document a) _\nderive instance Data.Generic.Rep.Generic (Document a) _\ninstance (Data.Show.Show a) => Data.Show.Show (Document a) where show = Data.Show.Generic.genericShow data Reviewer = Reviewer'Bob | Reviewer'Alice derive instance Data.Generic.Rep.Generic Reviewer _\ninstance Data.Show.Show Reviewer where show = Data.Show.Generic.genericShow data RichContent = RichContent'Image LambdaBuffers.Prelude.Bytes | RichContent'Gif LambdaBuffers.Prelude.Bytes | RichContent'Text LambdaBuffers.Prelude.Text\nderive instance Data.Generic.Rep.Generic RichContent _\ninstance Data.Show.Show RichContent where show = Data.Show.Generic.genericShow newtype RichDocument = RichDocument (Document RichContent)\nderive instance Data.Newtype.Newtype RichDocument _\nderive instance Data.Generic.Rep.Generic RichDocument _\ninstance Data.Show.Show RichDocument where show = Data.Show.Generic.genericShow","breadcrumbs":"LambdaBuffers to Purescript » LambdaBuffers to Purescript","id":"8","title":"LambdaBuffers to Purescript"},"80":{"body":"Kind checking errors. Field Type Label Description unbound_ty_ref_error KindCheckError.UnboundTyRefError unbound_ty_var_error KindCheckError.UnboundTyVarError unification_error KindCheckError.UnificationError cyclic_kind_error KindCheckError.CyclicKindError inconsistent_type_error KindCheckError.InconsistentTypeError","breadcrumbs":"API » KindCheckError","id":"80","title":"KindCheckError"},"81":{"body":"A cyclic kind was encountered. Infinite kinds like this are not acceptable, and we do not support them. We could not construct infinite kind in ty_def. As the implementation currently stands such an error is (most likely) not representable - therefore not reachable. Such an error would usually occur for a term like: λa. a a - in which case the inference would try to unify two kinds of the form: m and m -> n - because m appears in both terms - the cyclic unification error would be thrown. In the case of LambdaBuffers - such an error is not (currently) achievable as the kind of the variable is given by the context - (i.e. λa : m . a a, where m is a kind) therefore the unification would fail with Unification Error. Nevertheless - future features might require it. Field Type Label Description ty_def lambdabuffers.TyDef module_name lambdabuffers.ModuleName","breadcrumbs":"API » KindCheckError.CyclicKindError","id":"81","title":"KindCheckError.CyclicKindError"},"82":{"body":"The actual_kind differs from the expected_kind. Field Type Label Description module_name lambdabuffers.ModuleName ty_def lambdabuffers.TyDef actual_kind lambdabuffers.Kind expected_kind lambdabuffers.Kind","breadcrumbs":"API » KindCheckError.InconsistentTypeError","id":"82","title":"KindCheckError.InconsistentTypeError"},"83":{"body":"Unbound type reference ty_ref detected in term ty_def. Field Type Label Description module_name lambdabuffers.ModuleName ty_def lambdabuffers.TyDef ty_ref lambdabuffers.TyRef","breadcrumbs":"API » KindCheckError.UnboundTyRefError","id":"83","title":"KindCheckError.UnboundTyRefError"},"84":{"body":"Unbound variable ty_var detected in term ty_def. Field Type Label Description module_name lambdabuffers.ModuleName ty_def lambdabuffers.TyDef ty_var lambdabuffers.TyVar","breadcrumbs":"API » KindCheckError.UnboundTyVarError","id":"84","title":"KindCheckError.UnboundTyVarError"},"85":{"body":"In ty_def an error has occurred when trying to unify kind ty_kind_lhs with ty_kind_rhs. FIXME(cstml): Add source of constraint to the error such that user can see where the constraint was generated - therefore where the error precisely is. Field Type Label Description module_name lambdabuffers.ModuleName ty_def lambdabuffers.TyDef ty_kind_lhs lambdabuffers.Kind ty_kind_rhs lambdabuffers.Kind","breadcrumbs":"API » KindCheckError.UnificationError","id":"85","title":"KindCheckError.UnificationError"},"86":{"body":"Naming error message Field Type Label Description module_name_err lambdabuffers.ModuleNamePart ty_name_err lambdabuffers.TyName var_name_err lambdabuffers.VarName constr_name_err lambdabuffers.ConstrName field_name_err lambdabuffers.FieldName class_name_err lambdabuffers.ClassName","breadcrumbs":"API » NamingError","id":"86","title":"NamingError"},"87":{"body":"Output of the Compiler. Field Type Label Description error Error result Result","breadcrumbs":"API » Output","id":"87","title":"Output"},"88":{"body":"All errors that occur because of Google Protocol Buffer's inability to enforce certain invariants. Some of invariance: using Proto map restricts users to string keys which impacts API documentation, which is why repeated fields are used throughout, using Proto 'oneof' means users have to check if such a field is set or report an error otherwise. Field Type Label Description multiple_module_error ProtoParseError.MultipleModuleError multiple_tydef_error ProtoParseError.MultipleTyDefError multiple_classdef_error ProtoParseError.MultipleClassDefError multiple_tyarg_error ProtoParseError.MultipleTyArgError multiple_constructor_error ProtoParseError.MultipleConstructorError multiple_field_error ProtoParseError.MultipleFieldError multiple_import_error ProtoParseError.MultipleImportError one_of_not_set_error ProtoParseError.OneOfNotSetError unknown_enum_error ProtoParseError.UnknownEnumError","breadcrumbs":"API » ProtoParseError","id":"88","title":"ProtoParseError"},"89":{"body":"Multiple ClassDefs with the same ClassName were found in ModuleName. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. class_defs lambdabuffers.ClassDef repeated Conflicting class definitions.","breadcrumbs":"API » ProtoParseError.MultipleClassDefError","id":"89","title":"ProtoParseError.MultipleClassDefError"},"9":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become data in Purescript. The only thing to notice is that the type name was prepended with ' (single quote) to the defined constructor names as to make sure they are unique.","breadcrumbs":"LambdaBuffers to Purescript » Sum types","id":"9","title":"Sum types"},"90":{"body":"Multiple Sum Constructors with the same ConstrName were found in ModuleName.TyDef. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. ty_def lambdabuffers.TyDef Type definition in which the error was found. constructors lambdabuffers.Sum.Constructor repeated Conflicting constructors.","breadcrumbs":"API » ProtoParseError.MultipleConstructorError","id":"90","title":"ProtoParseError.MultipleConstructorError"},"91":{"body":"Multiple Record Fields with the same FieldName were found in ModuleName.TyDef. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. ty_def lambdabuffers.TyDef Type definition in which the error was found. fields lambdabuffers.Record.Field repeated Conflicting record fields.","breadcrumbs":"API » ProtoParseError.MultipleFieldError","id":"91","title":"ProtoParseError.MultipleFieldError"},"92":{"body":"Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. imports lambdabuffers.ModuleName repeated Conflicting module imports.","breadcrumbs":"API » ProtoParseError.MultipleImportError","id":"92","title":"ProtoParseError.MultipleImportError"},"93":{"body":"Multiple Modules with the same ModuleName were found. Field Type Label Description modules lambdabuffers.Module repeated Conflicting type definitions.","breadcrumbs":"API » ProtoParseError.MultipleModuleError","id":"93","title":"ProtoParseError.MultipleModuleError"},"94":{"body":"Multiple TyArgs with the same ArgName were found in ModuleName.TyDef. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. ty_def lambdabuffers.TyDef Type definition in which the error was found. ty_args lambdabuffers.TyArg repeated Conflicting type abstraction arguments.","breadcrumbs":"API » ProtoParseError.MultipleTyArgError","id":"94","title":"ProtoParseError.MultipleTyArgError"},"95":{"body":"Multiple TyDefs with the same TyName were found in ModuleName. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. ty_defs lambdabuffers.TyDef repeated Conflicting type definitions.","breadcrumbs":"API » ProtoParseError.MultipleTyDefError","id":"95","title":"ProtoParseError.MultipleTyDefError"},"96":{"body":"Proto oneof field is not set. Field Type Label Description message_name string Proto message name in which the oneof field is not set. field_name string The oneof field that is not set.","breadcrumbs":"API » ProtoParseError.OneOfNotSetError","id":"96","title":"ProtoParseError.OneOfNotSetError"},"97":{"body":"Proto enum field is unknown. 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Field Type Label Description module_name lambdabuffers.ModuleName head lambdabuffers.Constraint","breadcrumbs":"API » TyClassCheckError.OverlappingRulesError.QHead","id":"105","title":"TyClassCheckError.OverlappingRulesError.QHead"},"106":{"body":"Superclass cycle cycled_class_refs was detected when checking a class definition for class_name in module module_name. Field Type Label Description module_name lambdabuffers.ModuleName class_name lambdabuffers.ClassName cycled_class_refs lambdabuffers.TyClassRef repeated","breadcrumbs":"API » TyClassCheckError.SuperclassCycleError","id":"106","title":"TyClassCheckError.SuperclassCycleError"},"107":{"body":"Unbound class_ref detected in module_name. Field Type Label Description module_name lambdabuffers.ModuleName class_ref lambdabuffers.TyClassRef Top","breadcrumbs":"API » TyClassCheckError.UnboundClassRefError","id":"107","title":"TyClassCheckError.UnboundClassRefError"},"108":{"body":"","breadcrumbs":"API » codegen.proto","id":"108","title":"codegen.proto"},"109":{"body":"Codegen Error Field Type Label Description internal_errors InternalError repeated unsupported_opaque_errors UnsupportedOpaqueError repeated unsupported_class_errors UnsupportedClassError repeated","breadcrumbs":"API » Error","id":"109","title":"Error"},"11":{"body":"Writing .lbf schemas with API types intended for Plutarch backend will typically use the following LambdaBuffers schema modules: Prelude , Plutus.V1 , Plutus.V2 . Take a look at Example.lbf schema as an example.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » LambdaBuffers modules","id":"11","title":"LambdaBuffers modules"},"110":{"body":"Codegen Input Codegen Input is a fully self contained list of modules, that have been checked by the Compiler. Field Type Label Description modules lambdabuffers.Module repeated Modules to codegen.","breadcrumbs":"API » Input","id":"110","title":"Input"},"111":{"body":"Errors internal to the implementation. Field Type Label Description msg string Error message. source_info lambdabuffers.SourceInfo Source information if meaningful.","breadcrumbs":"API » InternalError","id":"111","title":"InternalError"},"112":{"body":"Codegen output. Field Type Label Description error Error result Result","breadcrumbs":"API » Output","id":"112","title":"Output"},"113":{"body":"Codegen Result ~ a successful Codegen Output.","breadcrumbs":"API » Result","id":"113","title":"Result"},"114":{"body":"Unsupported Class error for a class class_name defined in module module_name. Field Type Label Description module_name lambdabuffers.ModuleName class_name lambdabuffers.ClassName","breadcrumbs":"API » UnsupportedClassError","id":"114","title":"UnsupportedClassError"},"115":{"body":"Unsupported Opaque error for a type ty_name defined in module module_name. Field Type Label Description module_name lambdabuffers.ModuleName ty_name lambdabuffers.TyName","breadcrumbs":"API » UnsupportedOpaqueError","id":"115","title":"UnsupportedOpaqueError"},"116":{"body":".proto Type Notes C++ Java Python Go C# PHP Ruby double double double float float64 double float Float float float float float float32 float float Float int32 Uses variable-length encoding. Inefficient for encoding negative numbers – if your field is likely to have negative values, use sint32 instead. int32 int int int32 int integer Bignum or Fixnum (as required) int64 Uses variable-length encoding. Inefficient for encoding negative numbers – if your field is likely to have negative values, use sint64 instead. int64 long int/long int64 long integer/string Bignum uint32 Uses variable-length encoding. uint32 int int/long uint32 uint integer Bignum or Fixnum (as required) uint64 Uses variable-length encoding. uint64 long int/long uint64 ulong integer/string Bignum or Fixnum (as required) sint32 Uses variable-length encoding. Signed int value. These more efficiently encode negative numbers than regular int32s. int32 int int int32 int integer Bignum or Fixnum (as required) sint64 Uses variable-length encoding. Signed int value. These more efficiently encode negative numbers than regular int64s. int64 long int/long int64 long integer/string Bignum fixed32 Always four bytes. More efficient than uint32 if values are often greater than 2^28. uint32 int int uint32 uint integer Bignum or Fixnum (as required) fixed64 Always eight bytes. More efficient than uint64 if values are often greater than 2^56. uint64 long int/long uint64 ulong integer/string Bignum sfixed32 Always four bytes. int32 int int int32 int integer Bignum or Fixnum (as required) sfixed64 Always eight bytes. int64 long int/long int64 long integer/string Bignum bool bool boolean boolean bool bool boolean TrueClass/FalseClass string A string must always contain UTF-8 encoded or 7-bit ASCII text. string String str/unicode string string string String (UTF-8) bytes May contain any arbitrary sequence of bytes. string ByteString str []byte ByteString string String (ASCII-8BIT)","breadcrumbs":"API » Scalar Value Types","id":"116","title":"Scalar Value Types"},"117":{"body":"The input to the LambdaBuffers Frontend is a text file which contains a module that defines a specification of the types and type class instances you want to generate. This chapter gives the exact syntax of a LambdaBuffers Frontend file, and informally describes meaning of the syntactic constructs. The name of a LambdaBuffers Frontend file must end with .lbf, and hence may also be referred to as a .lbf file or a .lbf schema.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » LambdaBuffers Frontend (.lbf) syntax","id":"117","title":"LambdaBuffers Frontend (.lbf) syntax"},"118":{"body":"In the following description of a LambdaBuffers Frontend file's syntax, we use a similar BNF syntax from Section 10.1 of the Haskell Report . So, the following notational conventions are used for presenting syntax. Syntax Description [pattern] optional {pattern} zero or more repetitions (pattern) grouping pat1⎮pat2 choice pat1\\pat2 difference -- elements generated by pat1 except those generated by pat2 'terminal' terminal syntax surrounded by single quotes Note that the terminal syntax permits C-style escape sequences e.g. '\\n' denotes line feed (newline), and '\\r' denotes carriage return. Productions will be of the form: nonterm -> alt1 | ... | altn","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Notation","id":"118","title":"Notation"},"119":{"body":"The input file is Unicode text where the encoding is subject to the system locale. We will often use the unqualified term character to refer to a Unicode code point in the input file.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Input file representation","id":"119","title":"Input file representation"},"12":{"body":"The necessary LambdaBuffers runtime libraries a typical Plutarch project needs when working with LambdaBuffers: lbr-plutarch a Haskell runtime library necessary for working with lbf-xyz libraries. lbf-prelude-plutarch that contains the LambdaBuffers Prelude schema library generated by LambdaBuffers. lbf-plutus-plutarch that contains the LambdaBuffers Plutus schema library generated by LambdaBuffers. Of course, additional imports for Plutarch libraries are also necessary plutarch and optionally plutarch-extra . For a full example see Example .","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Haskell libraries","id":"12","title":"Haskell libraries"},"120":{"body":"The following terms are used to denote specific Unicode character categories: upper denotes a Unicode code point categorized as an uppercase letter or titlecase letter (i.e., with General Category value Lt or Lu). lower denotes a Unicode code point categorized as a lower-case letter (i.e., with General Category value Ll). alphanum denotes either upper or lower; or a Unicode code point categorized as a modifier letter, other letter, decimal digit number, letter number, or other number (i.e., with General Category value Lt, Lu, Ll, Lm, Lo, Nd, Nl or No). space denotes a Unicode code point categorized as a separator space (i.e., with General Category value Zs), or any of the control characters '\\t', '\\n', '\\r', '\\f', or '\\v'. Interested readers may find details of Unicode character categories in Section 4.5 of The Unicode Standard 15.1.0 , and the Unicode Character Database .","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Characters","id":"120","title":"Characters"},"121":{"body":"Tokens form the vocabulary of LambdaBuffers Frontend files. The classes of tokens are defined as follows. keyword -> 'module' | 'sum' | 'prod' | 'record' | 'opaque' | 'class' | 'instance' | 'import' | 'qualified' | 'as'\nmodulename -> uppercamelcase\nlongmodulename -> modulealias modulename\ntypename -> uppercamelcase\nfieldname -> lowercamelcase\\keyword\nlongtypename -> modulealias typename\nvarname -> lowers\\keyword\npunctuation -> '<=' | ',' | '(' | ')' | '{' | '}' | ':' | ':-' | '=' | '|'\nclassname -> uppercamelcase\nlongclassname -> modulealias uppercamelcase where uppercamelcase -> upper { alphanum }\nlowercamelcase -> lower { alphanum }\nmodulealias -> { uppercamelcase '.' }\nlowers -> lower { lower } Input files are broken into tokens which use the maximal munch rule i.e., at each point, the next token is the longest sequence of characters that form a valid token. spaces or line comments are ignored except as it separates tokens that would otherwise combine into a single token.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Lexical syntax","id":"121","title":"Lexical syntax"},"122":{"body":"A line comment starts with the terminal '--' followed by zero or more printable Unicode characters stopping at the first end of line ('\\n' or '\\r\\n').","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Line comments","id":"122","title":"Line comments"},"123":{"body":"A LambdaBuffers Frontend file defines a module that is a collection of data types, classes, instance clauses, and derive clauses. The overall layout of a LambdaBuffers Frontend file is: module -> 'module' longmodulename { import } { statement } The file must specify the module's longmodulename where its modulename must match the LambdaBuffers Frontend file's file name not including the .lbf extension. After, the file may contain a sequence of imports followed by a sequence of statements.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Syntax of LambdaBuffers Frontend files","id":"123","title":"Syntax of LambdaBuffers Frontend files"},"124":{"body":"Imports bring entities (types and classes) of other modules into scope. import -> 'import' [ 'qualified' ] longmodulename [ 'as' longmodulename ] [ importspec ]\nimportspec -> '(' [ { typename ',' } typename [','] ] ')' If importspec is omitted, then all entities specified in the module are imported; otherwise only the specified entities are imported.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Import","id":"124","title":"Import"},"125":{"body":"Statements define types, classes, instance clauses, and derive clauses. statement -> typedef | classdef | instanceclause | deriveclause Type definitions Types may be either sum types, product types, record types, or opaque types. typedef -> prodtypedef | sumtypedef | recordtypedef | opaquetypedef Product type definition A product type definition defines a new product type. prodtypedef -> 'prod' typename { varname } '=' prod\nprod -> { typeexp }\ntypeexp -> varname | longtypename | '(' prod ')' Product type definitions instruct the code generator to generate a product type for the target language. Sum type definition A sum type definition defines a new sum type. sumtypedef -> 'sum' typename { varname } '=' sum\nsum -> sumconstructor { '|' sumconstructor }\nsumconstructor -> typename prod Sum type definitions instruct the code generator to generate a sum type for the target language. Record type definition A record type definition defines a new record type. recordtypedef -> 'record' typename { varname } '=' record\nrecord -> '{' [ field { ',' field } ] '}'\nfield -> fieldname ':' prod Record type definitions instruct the code generator to generate a record type for the target language. Opaque type definition An opaque type definition defines a new opaque type. opaquetypedef -> 'opaque' typename { varname } Opaque type definitions must map to existing types in the target language and it's up to the Codegen module to determine how that's exactly done. Class definition A class definition introduces a new class. classdef -> 'class' [ constraintexps '<=' ] classname { varname }\nconstraintexp -> classref { varname } | '(' constraintexps ')'\nconstraintexps -> [ constraintexp { ',' constraintexp } ] Class definitions communicate with the code generator the implementations that already exist (via instance clauses) or that one would like to generate (via derive clauses). Instance clause An instance clause specifies a type is an instance of a class. instanceclause -> 'instance' constraint [ ':-' constraintexps ]\nconstraint -> classref { typeexp } Instance clauses do not instruct the code generator to generate code, but instead instructs the compiler (semantic checking) that the target language environment provides type class implementations for the given type (provided that the given constraintexps also have implementations). Derive clause Derive clauses instruct the code generator to generate code for a type so that it is an instance of a class. deriveclause -> 'derive' constraint Note the code generation of a type for a class is implemented via builtin derivation rules (which developers may extend).","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Statement","id":"125","title":"Statement"},"126":{"body":"The summarized productions of a LambdaBuffers Frontend file is as follows. module -> 'module' longmodulename { import } { statement } import -> 'import' [ 'qualified' ] longmodulename [ 'as' longmodulename ] [ importspec ]\nimportspec -> '(' [ { typename ',' } typename [','] ] ')' statement -> typedef | classdef | instanceclause | deriveclause typedef -> prodtypedef | sumtypedef | recordtypedef | opaquetypedef prodtypedef -> 'prod' typename { varname } '=' prod\nprod -> { typeexp }\ntypeexp -> varname | longtypename | '(' prod ')' sumtypedef -> 'sum' typename { varname } '=' sum\nsum -> sumconstructor { '|' sumconstructor }\nsumconstructor -> typename prod recordtypedef -> 'record' typename { varname } '=' record\nrecord -> '{' [ field { ',' field } ] '}'\nfield -> fieldname ':' prod opaquetypedef -> 'opaque' typename { varname } classdef -> 'class' [ constraintexps '<=' ] classname { varname }\nconstraintexp -> classref { varname } | '(' constraintexps ')'\nconstraintexps -> [ constraintexp { ',' constraintexp } ] instanceclause -> 'instance' constraint [ ':-' constraintexps ]\nconstraint -> classref { typeexp } deriveclause -> 'derive' constraint","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Syntax reference","id":"126","title":"Syntax reference"},"127":{"body":"The Compiler component sits between the Frontend component and the code generation component named Codegen . The purpose of the Compiler is to perform various checks on the Compiler input provided by the Frontend ensuring that supplied type, class and instance clause definitions are valid or otherwise communicate any error conditions determined during processing. The end goal of the Compiler is to ensure that the Codegen component is capable of processing the Compiler Output by providing correct and complete information.","breadcrumbs":"Compiler » LambdaBuffers Compiler","id":"127","title":"LambdaBuffers Compiler"},"128":{"body":"The Compiler operates on the Compiler Input message specified in the compiler.proto Google Protocol Buffers schema - enabling, any Frontend to interface with the Compiler in a language agnostic manner. Similarly, the Compiler Output message is also specified in the compiler.proto Google Protocol Buffers schema that is then consumed by Codegen modules, able to be written in any programming environment capable of communicating via Google Protocol Buffers . Refer to the Compiler Proto documentation for more information.","breadcrumbs":"Compiler » Compiler Interface","id":"128","title":"Compiler Interface"},"129":{"body":"The first step the Compiler performs is kind checking and inference on type definitions provided by the Frontend and otherwise raises kind checking errors . When successful, the Compiler outputs a Compiler Output that annotates each type term with kind information. In standard type checking terminology LambdaBuffers 'terms' are abstract data type declarations and their 'types' are kinds . Currently, the Compiler accepts: type terms of kind Type (such as Int or Bool), type function terms of kind Type → Type (such as Maybe or Either - though note that type functions are not \"first class\" in the sense that they cannot be passed as arguments to other type functions). There are future plans to expand this to Higher Kinded Types (such as MaybeT, StateT etc - i.e. types parameterized on type function terms) - subject to research into Codegen of such types in the target languages. The Compiler supports recursive types. All LambdaBuffers type variables terms must be monomorphically kinded, with polymorphic kinds defaulting to monomorphic ones. For example Phantom a = Phantom would resolve to the monomorphic kind Type → Type rather than the polymorphic kind ∀a. a → Type.","breadcrumbs":"Compiler » Checking Type Definitions","id":"129","title":"Checking Type Definitions"},"13":{"body":"You can inspect the generated libraries using Nix: ❯ nix build .#lbf-prelude-plutarch\n❯ find result/autogen/\nresult/autogen/\nresult/autogen/LambdaBuffers\nresult/autogen/LambdaBuffers/Prelude\nresult/autogen/LambdaBuffers/Prelude/Plutarch.hs ❯ nix build .#lbf-plutus-plutarch\n❯ find result/autogen/\nresult/autogen/\nresult/autogen/LambdaBuffers\nresult/autogen/LambdaBuffers/Plutus\nresult/autogen/LambdaBuffers/Plutus/V2\nresult/autogen/LambdaBuffers/Plutus/V2/Plutarch.hs\nresult/autogen/LambdaBuffers/Plutus/V1\nresult/autogen/LambdaBuffers/Plutus/V1/Plutarch.hs","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Inspecting the generated output","id":"13","title":"Inspecting the generated output"},"130":{"body":"The kind checker is designed around a simply typed lambda calculus type system with inference via unification ( John Alan Robinson's unification algorithm is being currently used). We've also introduced a let binding rule that allows later additions to the typing context. The typing rules are the following: x : σ ∈ Γ\n----------- [Variable] Γ ⊢ x : σ Γ,x:σ ⊢ e:τ\n------------------------ [Abstraction] Γ ⊢ (λ x:σ. e):(σ → τ) Γ ⊢ x:(σ → τ) Γ ⊢ y:σ\n------------------------- [Application] Γ ⊢ x y : τ Γ ⊢ e₁:σ Γ, e₁ : σ ⊢ e₂:τ\n----------------------------- [Let] Γ ⊢ let x = e₁ in e₂ : τ The type checking strategy is as follows: A context is built from the type definitions. Type variables which are not annotated with any further kind information are defaulted to be of kind Type. The RHS of the type terms are converted into their Sums of Products canonical representation. The variables from the left hand side of the term are introduced to the right hand side as abstractions. The derivation for each term is built. Then the unification tries to find a solution. Terms for which unification cannot find a consistent derivation are deemed incorrect and a kind checking error is thrown. Note that currently all of the inferred kinds have a restriction to be monomorphic - therefore no free or universally quantified variables can appear in the final kind signature.","breadcrumbs":"Compiler » Kind Checker","id":"130","title":"Kind Checker"},"131":{"body":"In addition to kind checking , the Compiler could perform a special check for types to determine their cardinality. This is especially useful to catch and report on non inhabited types that users might define. For example, data F a = F (F a) declares a non-inhabited recursive type that can't be constructed. LambdaBuffers Compiler SHOULD reject such types as they can't possibly be constructed and generated typeclass instances would in turn be ill-defined. This problem is equivalent to a problem of calculating graph components .","breadcrumbs":"Compiler » Checking Type Cardinality","id":"131","title":"Checking Type Cardinality"},"132":{"body":"Finally, the compiler should be able to normalize expressions. For example, it may be possible to define a data type in the schema language in a form similar to: data G a = G ((Either) ((Maybe) a) Int), where the bracketing indicates the order of application within the term. The example term would normalize to data G a = G (Either (Maybe a) Int) - resulting in a cleaner (and more performant) code generation.","breadcrumbs":"Compiler » Normalizing Type Definitions","id":"132","title":"Normalizing Type Definitions"},"133":{"body":"The Compiler should, if possible, ensure that all instance declarations for schemata are derivable using hard-coded derivation axioms. Other schema languages support generating type definitions in many languages from a single definition in the schema language. One key feature that sets LambdaBuffers apart from these alternatives is support for typeclasses , which enable the generation of ad-hoc polymorphic functions that operate on types generated from LambdaBuffers schemata. The LambdaBuffers schema language doesn't allow users to specify typeclass instance implementations themselves. Users, instead, will write instance clauses as part of the schema definition, and the LambdaBuffers code generator will derive these declared instances when generating code. Two important consequences of this design decision are: All instances must be derived structurally . As an example, consider the arbitrary product type data P a b = P a b. The semantics of the generated instance (i.e. the behavior of the generated code) must be determinable from the structure of the type - that it is a product - and the instances for its arguments a and b, and by those features alone. (Since a and b are type variables here, writing a direct instance for any interesting class is likely impossible, so LambdaBuffers supports constrained instances such as instance (C a, C b) => C (P a b)) All instances must be uniform across supported languages . Because the LambdaBuffers Codegen component (and not the user) is responsible for generating instances, we must ensure that the codegen component is suitably equipped to generate instances in each language that exhibit behavior which is, to the greatest extent possible, equivalent to the behavior of generated instances in any other language. We must have an extensive test quite to verify uniform behavior of generated instances. In languages with a typeclass system (Haskell, PureScript) or equivalent (Rust's Traits), we will utilize the existing system and should (to the extent that doing so is feasible) utilize existing typeclasses and instances from commonly used or standard libraries. In languages lacking a type system that is sufficiently rich to express typeclass relations, we will generate instances using idiomatic language features. (The details will depend on the particular language.)","breadcrumbs":"Compiler » Checking Typeclass Definitions and Instance Clauses","id":"133","title":"Checking Typeclass Definitions and Instance Clauses"},"134":{"body":"","breadcrumbs":"Compiler » Missing link","id":"134","title":"Missing link"},"135":{"body":"NOTE: The implementation of the code generation framework is still in early stages and will likely undergo substantial changes as development continues. This document serves to outline general principles that any implementation of the LambdaBuffers code generation framework ought to adhere to.","breadcrumbs":"Codegen » LambdaBuffers Codegen","id":"135","title":"LambdaBuffers Codegen"},"136":{"body":"Modular & reusable components Ergonomic interface Extensible to new opaque types Extensible to new type classes","breadcrumbs":"Codegen » Requirements","id":"136","title":"Requirements"},"137":{"body":"Because the code generation modules for each target language will almost certainly constitute the bulk of the final LambdaBuffers codebase, it is essential that components of the code generation framework be as modular and reusable as is practicable. Although each target language has its own distinct syntax and semantics, many syntactic forms exist in multiple target languages. For example, Haskell and PureScript both use a comma-separated set enclosed in square brackets (e.g. [1,2,3]) to represent a List _/[_] value, while Rust uses a similar form (in conjunction with a macro, e.g. vec![1,2,3]) to represent a Vector<_> value. To reduce redundant and superfluous code, common syntactic patterns such at this should be abstracted out into a set of functions that can be reused across languages.","breadcrumbs":"Codegen » Modular & Reusable Components","id":"137","title":"Modular & Reusable Components"},"138":{"body":"While the LambdaBuffers team will support a finite set of specific target languages, adding support for an additional language should be as painless as possible (ceteris paribus) to encourage and facilitate open source contributions by third parties. A basic set of tools which can be used to write code generation modules for any target language should be developed, and all code generation modules written by the LambdaBuffers team should employ those tools (in order to provide a robust set of examples for future contributors, among other benefits).","breadcrumbs":"Codegen » Ergonomic Interface","id":"138","title":"Ergonomic Interface"},"139":{"body":"Users and contributors should be able to easily extend the default set of supported opaque types to support additional opaque types. In the context of code generation, this means: Users should have the ability to specify the target type for a given opaque type in the target language (including the package or module that contains the target type if the target type is not part of the language's standard library). Because type class instances must be derived structurally, and because an opaque type is by definition a type with no visible internal structure, users should be provided with an ergonomic interface for noting the presence of a type class instance for an opaque type's target type in a particular language (if the instance exists in the standard library), or for referring to the module where such an instance is located (if the instance is defined in a library or by the user in one of their own modules).","breadcrumbs":"Codegen » Extensible to New Opaque Types","id":"139","title":"Extensible to New Opaque Types"},"14":{"body":"The set of imports a Plutarch program using LambdaBuffers would typically need is the following: import LambdaBuffers.Plutus.V1.Plutarch ()\nimport LambdaBuffers.Plutus.V2.Plutarch ()\nimport LambdaBuffers.Prelude.Plutarch ()\nimport LambdaBuffers.Runtime.Plutarch ()\nimport Plutarch ()\nimport Plutarch.Prelude ()\nimport Plutarch.Api.V1 ()\nimport Plutarch.Api.V2 () LambdaBuffers.Plutus.V1.Plutarch is a module generated from Plutus.V1 LambdaBuffers schema and provided by the lbf-plutus-plutarch runtime library. LambdaBuffers.Plutus.V2.Plutarch is a module generated from Plutus.V2 LambdaBuffers schema and provided by the lbf-plutus-plutarch runtime library. LambdaBuffers.Prelude.Plutarch is a module generated from Prelude LambdaBuffers schema and provided by the lbf-prelude-plutarch runtime library. LambdaBuffers.Runtime.Plutarch is a module provided by the lbr-plutarch runtime library. Generated Plutarch module for a LambdaBuffers schema Foo/Bar.lbf (ie. Foo.Bar) is stored at Foo/Bar/Plutarch.hs","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Haskell modules","id":"14","title":"Haskell modules"},"140":{"body":"Users and contributors should be able to easily extend the default set of supported type classes to support additional type classes and facilitate the derivation of instances for newly defined classes. In practice, the type class code generation machinery must consist of two distinct parts: First, a set of deriving rules which correspond to instances that already exist (in some module or in a language's standard library/prelude). Second, code generation functions that operate on user-defined types which satisfy those rules. Each of these parts should be ergonomic, well-documented, and the implementation of the default set of supported type classes ought to be thoroughly commented in order that users have a diverse set of real examples to work from.","breadcrumbs":"Codegen » Extensible to New Type Classes","id":"140","title":"Extensible to New Type Classes"},"141":{"body":"LambdaBuffers consists of three runtime command line interface components: lambda-buffers-frontend-cli lambda-buffers-compiler-cli lambda-buffers-codegen-cli The Frontend CLI orchestrates work between the user and the Compiler and Codegen components. It's desirable to have both the Compiler CLI and the Codegen CLI subject to a strict API with a specified set of flags to enable CLI implementation from various sources. This would be especially helpful with Codegen modules that bring about support for new targets, opaque types and typeclasses.","breadcrumbs":"Command line interface » LambdaBuffers Command Line Interface","id":"141","title":"LambdaBuffers Command Line Interface"},"142":{"body":"Legend: 🟢 Available (grading added in some cases spanning: Bad, Average, Good, Excellent) 🟡 In development 🔵 Potential future feature 🔴 Not currently available ❔ Not clear Feature Proto Buffers ADL JSON Schema Lambda Buffers CDDL ASN.1 Sum types 🟢 🟢 🔴 🟢 🟢 🟢 Record types 🟢 🟢 🟢 🟢 🟢 🟢 Product types 🔴 🔴 🔴 🟢 ❔ 🔴 Recursive types 🟢 🟢 🔴 🟢 🟢 ❔ Parameterized types (generic types) 🔴 🟢 🔴 🟢 🟢 🔴 Type annotations/constraints 🟢 🟢 🟢 🔵 🟢 🟢 Add new builtin types 🔴 🟢 🔴 🟢 🔴 🔴 Add new type semantics (e.g. different encodings) 🟢 🟢 🔴 🟢 🔴 🟢 Manage type semantics (at language level) 🔴 🔴 🔴 🟢 🔴 🔴 Codegen support 🟢 (Excellent) 🟢 (Average) 🟢 (Excellent) 🟡 🟢 (Bad) 🟢 (Average) DevOps tooling - build system integration 🟢 🔴 ❔ 🟡 🔴 🔴 Documentation tooling 🟢 🔴 🟢 🔵 🔴 ❔ Formatting, linting, and development environment tools 🟢 🔴 🟢 🟢 🔴 🔴 Language checker API 🟢 🔴 🟢 🟢 🔴 🔴 Codegen API 🟢 🟢 🔴 🟢 🔴 🔴 Language specification 🟢 🟢 🟢 🟢 🟢 🟢 Backwards compatibility strategy 🟢 🔴 🔴 🔴 🔴 🔴","breadcrumbs":"Comparison matrix » Comparison Matrix","id":"142","title":"Comparison Matrix"},"143":{"body":"","breadcrumbs":"Comparison matrix » Descriptions","id":"143","title":"Descriptions"},"144":{"body":"Types of the form Time = Present | Past | Future, which allow a type do be constructed by one of many variants. Think Rust's enums.","breadcrumbs":"Comparison matrix » Sum Types","id":"144","title":"Sum Types"},"145":{"body":"Types of the form Person = MkPerson Age Name, where MkPerson is of Kind Type->Type->Type. Product types combine multiple elements into one data type without tagging the elements.","breadcrumbs":"Comparison matrix » Product Types","id":"145","title":"Product Types"},"146":{"body":"Types of the form Person = MkPerson { age :: Age, name :: Name }. Record types are similar to structs in most programming languages.","breadcrumbs":"Comparison matrix » Record Types","id":"146","title":"Record Types"},"147":{"body":"Recursive types are defined by the presence of the LHS type in its RHS definition. A classic example is: List a = Nil | Cons a (List a)\n^^^^^^ ^^^^^^","breadcrumbs":"Comparison matrix » Recursive Types","id":"147","title":"Recursive Types"},"148":{"body":"Type functions allow for the introduction of type variables in the LHS definition of the term - creating a parametrised type definition. The classic example is Maybe a which is the equivalento of Option <A> in rust: Maybe a = Nothing | Just a Using the above type definition we can now define another type that uses Maybe and instantiates it to use Integer Time_Saved_via_LambdaBuffers = Maybe Integer","breadcrumbs":"Comparison matrix » Parameterized Types (Generics)","id":"148","title":"Parameterized Types (Generics)"},"149":{"body":"There exists a system of constraining or further annotating types - enriching the type's specification.","breadcrumbs":"Comparison matrix » Type Annotations / Constraints","id":"149","title":"Type Annotations / Constraints"},"15":{"body":"Plutarch backend doesn't support recursive type definitions unfortunately (see #131). The following will not work: module ModuleWithRecursiveType import Prelude (Eq)\nimport Plutus.V1 (PlutusData) sum List a = Cons a (List a) | Nil\nderive Eq (List a)\nderive PlutusData (List a) Additionally, LambdaBuffers record types are mapped to Plutarch product types: module ModuleWithARecordType import Prelude (Eq, Integer, Bool)\nimport Plutus.V1 (PlutusData) record Foo = { bar: Integer, baz: Bool }\nderive Eq Foo\nderive PlutusData Foo Essentially, the record definitions are 'degraded' into product types such that the order of product fields is the order of record fields as they are defined at source. For example the Foo record defined above would have no difference in Plutarch if it was defined as product Foo below: prod Foo = Integer Bool The Plutarch backend doesn't support the use of Char, Text, Bytes (there's a Plutus.V1.Bytes), Set and Map (there's a Plutus.V1.Map) from LambdaBuffers Prelude module.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Restrictions","id":"15","title":"Restrictions"},"150":{"body":"Refer to design document .","breadcrumbs":"Comparison matrix » Add New Built-in Types","id":"150","title":"Add New Built-in Types"},"151":{"body":"Refer to the design document .","breadcrumbs":"Comparison matrix » Add New Type Semantics","id":"151","title":"Add New Type Semantics"},"152":{"body":"Refer to the design document ..","breadcrumbs":"Comparison matrix » Manage Type Semantics (at Language Level)","id":"152","title":"Manage Type Semantics (at Language Level)"},"153":{"body":"Codegen support relates to the language being able to generate types for other programming languages.","breadcrumbs":"Comparison matrix » Codegen Support","id":"153","title":"Codegen Support"},"154":{"body":"The framework/language provides a seamless way of integrating with normal build tools and systems (eg. Bazel, Nix, etc.).","breadcrumbs":"Comparison matrix » DevOps Tooling - Build System Integration","id":"154","title":"DevOps Tooling - Build System Integration"},"155":{"body":"The language can generate human readable documentation in an easy to share and view format. For example HTML, or Markdown.","breadcrumbs":"Comparison matrix » Documentation Tooling","id":"155","title":"Documentation Tooling"},"156":{"body":"Tools that allow formatting, linting, and automating standardisation of the language specific files.","breadcrumbs":"Comparison matrix » Formatting, Linting, and Development Environment Tools","id":"156","title":"Formatting, Linting, and Development Environment Tools"},"157":{"body":"The language checker component exposes an API to interface with itself in a language agnostic manner.","breadcrumbs":"Comparison matrix » Language Checker API","id":"157","title":"Language Checker API"},"158":{"body":"The language codegen component exposes an API to interface with itself in a language agnostic manner.","breadcrumbs":"Comparison matrix » Codegen API","id":"158","title":"Codegen API"},"159":{"body":"There exists a well defined language specification document.","breadcrumbs":"Comparison matrix » Language Specification","id":"159","title":"Language Specification"},"16":{"body":"","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Plutarch","id":"16","title":"Plutarch"},"160":{"body":"The language makes certain backwards compatibility guarantees between versions of the same type definition.","breadcrumbs":"Comparison matrix » Backwards Compatibility Strategy","id":"160","title":"Backwards Compatibility Strategy"},"161":{"body":"https://json-schema.org/implementations.html https://www.rfc-editor.org/rfc/rfc8610 https://github.com/timbod7/adl https://www.itu.int/en/ITU-T/asn1/Pages/introduction.aspx https://protobuf.dev/ https://github.com/dcSpark/cddl-codegen","breadcrumbs":"Comparison matrix » References","id":"161","title":"References"},"162":{"body":"Our project was funded by Catalyst. As a proof of completion, we collected our reports of finished Catalyst projects here: Catalyst 9 reports Milestone 1: Research Milestone 2: End to end proof of concept Milestone 3: Testing and documentation Milestone 4: Project adoption Catalyst 10 reports Milestone 1: Rust support","breadcrumbs":"Catalyst reports » Catalyst reports","id":"162","title":"Catalyst reports"},"163":{"body":"Milestone 1: Research Milestone 2: End to end proof of concept Milestone 3: Testing and documentation Milestone 4: Project adoption","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Catalyst 9 reports","id":"163","title":"Catalyst 9 reports"},"164":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » Catalyst milestone 1: Research","id":"164","title":"Catalyst milestone 1: Research"},"165":{"body":"A report summarizing user interviews and containing a qualitative analysis of the discovered use cases. STATUS : Done (#17) An interview with 3 MLabs engineers was performed (1.5h) who's work span multiple Cardano dApp projects. Their feedback is made available in the repo. Additionally, a survey was sent out to MLabs engineers and their feedback is made available in the repo. An architecture design document. STATUS : Done (#17) Extensive documentation on design , compiler and codegen is made available in the repo. A language specification document elaborating on the data type model features. STATUS : Done (#17) Extensive documentation on design , compiler and codegen is made available in the repo. A related work document comparing the proposed technology via a feature matrix with others in the same space. STATUS : Done (#17, #18) Document comparing different schema techologies to LambdaBuffers is made available in the repo An initial compiler implementation that performs some basic checks in accordance with the language specification. STATUS : Done (#10) The initial compiler implementation perform kind checking is made available in the repo.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » Outputs","id":"165","title":"Outputs"},"166":{"body":"At least 3 users/projects have been interviewed about their desired use case for this technology. An interview with 3 MLabs engineers was performed (1.5h) who's work span multiple Cardano dApp projects. Their feedback is made available in the repo. Additionally, a survey was sent out to MLabs engineers and their feedback is made available in the repo. The architecture design document is completed and available in the project repository. Extensive documentation on design , compiler and codegen is made available in the repo. The initial compiler implementation is completed, capturing SOME of the intended language semantics as described in the Language Specification The initial compiler implementation perform kind checking is made available in the repo.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » Acceptance Criteria","id":"166","title":"Acceptance Criteria"},"167":{"body":"Completed and reviewed design document is available in the project repository. Extensive documentation on design , compiler and codegen is made available in the repo. Completed and reviewed initial version of the compiler command line tool made available in the project repository. The Frontend CLI called lambda-buffers-frontend-cli is made available in the repo and is currently able to parse, validate and format .lbf documents that contain the LambdaBuffers type modules: lambda-buffers/lambda-buffers-frontend$ cabal run Usage: lambda-buffers-frontend-cli COMMAND LambdaBuffers Frontend command-line interface tool Available options: -h,--help Show this help text Available commands: compile Compile a LambdaBuffers Module (.lbf) format Format a LambdaBuffers Module (.lbf) There's ongoing work to integrate the Compiler CLI in the Frontend CLI. Test case: Compiler is able to validate a schema that uses a subset of types and capabilities from the spec. Both the Frontend and the Compiler components are accompanied by a test suite that is routinely run by the projects' CI system. A corpus of lbf files is made available in the repo and used in the test suite to ensure correct document handling. The compiler tests on the kind checking machinery is also made available in the repo.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » Evidence of Milestone Completion","id":"167","title":"Evidence of Milestone Completion"},"168":{"body":"Catalyst project sheet","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » References","id":"168","title":"References"},"169":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Catalyst milestone 2: End to end proof of concept","id":"169","title":"Catalyst milestone 2: End to end proof of concept"},"17":{"body":"Plutarch backend supports all types from the LambdaBuffers Plutus schema library, as to enable full featured Plutus script development. Additionally, it also supports some types from the LambdaBuffers Prelude schema library, namely Bool, Integer, Maybe, Either and List. module Foo sum Sum = Some a | Nothing record Record a = { foo : Bytes, bar: a\n} prod Product a = Bytes a translates into Plutarch equivalent: module LambdaBuffers.Foo.Plutarch (Sum(..), Record(..), Product(..)) where import qualified LambdaBuffers.Plutus.V1.Plutarch\nimport qualified LambdaBuffers.Prelude.Plutarch\nimport qualified LambdaBuffers.Runtime.Plutarch\nimport qualified Plutarch\nimport qualified Plutarch.Bool\nimport qualified Plutarch.Builtin\nimport qualified Plutarch.Internal.PlutusType\nimport qualified Plutarch.Prelude\nimport qualified Plutarch.Show\nimport qualified Plutarch.TryFrom\nimport qualified Plutarch.Unsafe data Sum (a :: PType) (s :: Plutarch.S) = Sum'Some (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) | Sum'Nothing deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow data Record (a :: PType) (s :: Plutarch.S) = Record (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow data Product (a :: PType) (s :: Plutarch.S) = Product (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Type definition mapping","id":"17","title":"Type definition mapping"},"170":{"body":"A configuration DSL for specifying domain data types. LambdaBuffers Frontend supports specifying modules with type definitions with opaque , product/record and sum types. Additionally, type class definitions are supported as well as type class rule definitions using the 'instance clause' and 'derive' syntax. Refer to the standard LambdaBuffers library lbf-base to get a sense of what the language looks like. A compiler tool that outputs the interpreted configuration. The Compiler is exposed via an Google Protobuffers based API . The Codegen shares the same API types and is exposed in a similar fashion. The Frontend communicates with these components via the API. The API documentation is made available via LambdaBuffers Github Pages . A Codegen module that takes in the interpreted configuration and outputs a Haskell+PlutusTx (was Plutarch) Cabal project containing all the types and necessary type class wiring. The module implementation is in lambda-buffers-codegen/src/LambdaBuffers/Codegen/Haskell . The auto-generated Haskell files can be viewed in lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers . Codegen module outputs Haskell type definitions, and Prelude.Eq and PlutusTx.ToData type class implementations automatically. Plutarch Codegen module is suspended for the current milestone (as communicated with the Catalyst team). Plutarch is a Haskell EDSL for writing Plutus (UPLC) programs, and can be considered a completely separate backend/target language. A Codegen module that takes in the interpreted configuration and outputs a Purescript+CTL Spago project containing all the types and necessary wiring. The module implementation is in lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript . The auto-generated Purescript files can be viewed in lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers . Codegen module outputs Purescript type definitions and Prelude.Eq and Ctl.Internal.ToData type class implementations.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Outputs","id":"170","title":"Outputs"},"171":{"body":"The generated Haskell+Plutarch Cabal project can successfully be built. The generated Purescript+CTL Spago project can successfully be built. All the above codegen modules are reviewed and made available in the project repository.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Acceptance Criteria","id":"171","title":"Acceptance Criteria"},"172":{"body":"Project repository is equipped with continuous integration tooling. The repository has been consistently built with HerculesCI since the beginning. Completed and reviewed Haskell+Plutarch codegen module is made available in the project repository and the CI builds it successfully. The auto-generated Haskell files can be viewed in lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers . Additionally, the auto generated Haskell files used during the demo can be found in experimental/plutustx-env/autogen/LambdaBuffers . Codegen module outputs Haskell type definitions, and Prelude.Eq and PlutusTx.ToData type class implementations automatically. Plutarch Codegen module is suspended for the current milestone (as communicated with the Catalyst team). Plutarch is a Haskell EDSL for writing Plutus (UPLC) programs, and can be considered a completely separate backend/target language. Completed and reviewed Purescript+CTL codegen module is made available in the project repository and the CI builds it successfully. The module implementation is in lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript . The auto-generated Purescript files can be viewed in lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers . Additionally, the auto generated Purescript files used during the demo can be found in experimental/ctl-env/autogen/LambdaBuffers . Codegen module outputs Purescript type definitions and Prelude.Eq and Ctl.Internal.ToData type class implementations. Test case: Compiler is able to output a valid module with types from a schema in Haskell+Plutarch. The auto-generated Haskell files can be viewed in lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers . Test case: Compiler is able to output a valid module with types from a schema in PureScript. The auto-generated Purescript files can be viewed in lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers .","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Evidence of Milestone Completion","id":"172","title":"Evidence of Milestone Completion"},"173":{"body":"Introduction, working with the LambdaBuffers CLI tools and Frontend overview. https://www.youtube.com/watch?v=KnznwIdkFLM Codegen into Haskell https://www.youtube.com/watch?v=WhZU66fcnig Codegen into Purescript https://www.youtube.com/watch?v=tXnjt5h7D9w Demo files: LambdaBuffers Citizen.lbf module. Purescript demo files ctl-env . Haskell demo files plutustx-env .","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Demo recordings","id":"173","title":"Demo recordings"},"174":{"body":"Catalyst project sheet","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » References","id":"174","title":"References"},"175":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Catalyst milestone 3: Testing and documentation","id":"175","title":"Catalyst milestone 3: Testing and documentation"},"176":{"body":"A test suite checking for correct mapping from schema data types to PlutusData encodings against a known-good corpus of such mappings (golden tests). A dedicated lbt-plutus test suite was implemented for both Haskell and Purescript backends. They leverage both golden unit testing approach and randomized property based testing to assert the essential properties of the LambdaBuffers Plutus package: Plutus.V1.PlutusData derivation tests Golden unit tests: forall (golden : Days.Day.*.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden Property tests: forall (x : Foo.*): (fromPlutusData . toPlutusData) x == x Plutus.V1.PlutusData instance tests Golden unit tests: forall (golden : *.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden A test suite checking for roundtrip compatibility between codegened target environments. A dedicated lbt-plutus test suite was implemented for both Haskell and Purescript backends. A dedicated lbt-prelude test suite was implemented for both Haskell and Purescript backends. Both include golden unit tests that provide assurances that these backends implement the LambdaBuffers packages in a mutually compatible manner. A modular and contract-based test suite architecture streamlining codegen testing compliance for any of the supported typeclasses. A testing strategy was devised and implemented where each supported backend must implement the lbt (ie. a LambdaBuffers test suite) for the corresponding LambdaBuffers package. A package is a collection of LambdaBuffers schemas and their associated runtime libraries. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Haskell runtime library is in runtimes/haskell/lbr-prelude Purescript runtime library is in runtimes/purescript/lbr-prelude Haskell test suite is in testsuites/lbt-prelude/lbt-prelude-haskell Purescript test suite is in testsuites/lbt-prelude/lbt-prelude-purescript LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Haskell runtime library is in runtimes/haskell/lbr-plutus Purescript runtime library is in runtimes/purescript/lbr-plutus Haskell test suite is in testsuites/lbt-plutus/lbt-plutus-haskell Purescript test suite is in testsuites/lbt-plutus/lbt-plutus-purescript A document mapping the schema data types and typeclasses to their corresponding code-generated variants in the target environments. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Outputs","id":"176","title":"Outputs"},"177":{"body":"The test suites are passing for the Haskell+PlutusTx codegen module. CI targets: checks.x86_64-linux.\"check-lbt-prelude-haskell:test:tests\" checks.x86_64-linux.\"check-lbt-plutus-haskell:test:tests\" The test suites are passing for the Purescript+CTL codegen module. CI targets: checks.x86_64-linux.\"purescript:lbt-plutus:check\" checks.x86_64-linux.\"purescript:lbt-prelude:check\" The “Mappings” document is made available in the project repository. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Acceptance Criteria","id":"177","title":"Acceptance Criteria"},"178":{"body":"The completed and reviewed test suite implementation for Haskell+PlutusTx codegen module is made available in the project repository. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Haskell runtime library is in runtimes/haskell/lbr-prelude Haskell test suite is in testsuites/lbt-prelude/lbt-prelude-haskell LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Haskell runtime library is in runtimes/haskell/lbr-plutus Haskell test suite is in testsuites/lbt-plutus/lbt-plutus-haskell The completed and reviewed test suite implementation for Purescript+CTL codegen module is made available in the project repository. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Purescript runtime library is in runtimes/purescript/lbr-prelude Purescript test suite is in testsuites/lbt-prelude/lbt-prelude-purescript LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Purescript runtime library is in runtimes/purescript/lbr-plutus Purescript test suite is in testsuites/lbt-plutus/lbt-plutus-purescript The “Mappings” document is made available in the project repository. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation. Test case: Robust Test cases to catch edge conditions are added against a wide variety of schemas, and output in all codegen backends. Implemented as part of lbf (LambdaBuffers Frontend) test suite.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Evidence of Milestone Completion","id":"178","title":"Evidence of Milestone Completion"},"179":{"body":"Catalyst project sheet","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » References","id":"179","title":"References"},"18":{"body":"Plutarch has a couple of fundamental type classes essential to its operations namely, PlutusType, PIsData, PTryFrom and PEq. PlutusType Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PlutusType serves to (de)construct Plutarch eDSL terms from Haskell 'native' terms. class PlutusType (a :: PType) where type PInner a :: PType pcon' :: forall s. a s -> Term s (PInner a) pmatch' :: forall s b. Term s (PInner a) -> (a s -> Term s b) -> Term s b Additionally, Plutarch enables specifying terms to have different 'value' representation, like Scott encoded terms or PlutusData encoded terms. This is what the PInner type family is used to specify. LambdaBuffers only cares about PlutusData encoded terms since we're using it to specify Plutus datum structures. The task is to generate a pcon' implementation such that we can construct Plutarch Terms that have some PInner representation of type PData, from Haskell 'native' values. The pcon' implementation must match the LB Plutus PlutusData encoding class standard, and so we'll use the same 'to Plutus data' specification to generate pcon' implementations. Constructing is always only one part of the story, there's also deconstruction that is captured by the pmatch' method. This method serves to 'pattern match' on a value that was already constructed using pcon' and dispatch said value to a provided continuation function. It's important to note that there's a subtle but important distinction to be made between the ptryFrom and pmatch' methods. pmatch' assumes that the value it receives is indeed correct, as it was constructed using the pcon' method. This means that pmatch' should never error, and if it does that means the implementation is wrong. ptryFrom is different, as it takes some PData and tries to parse it into a PType, but can fail. However, in LambdaBuffers, both of these methods follow the exact same logical pattern, and they correspond and can be generated using the from Plutus data specification. PTryFrom Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PTryFrom serves specify how PData is 'parsed' into a Plutarch type. N It's generally used to convert between Plutarch types, but that's a fairly general use case, and we generally use this class in a very narrow form to specify how PData is 'parsed' into a Plutarch type. class PSubtype a b => PTryFrom (a :: PType) (b :: PType) where type PTryFromExcess a b :: PType type PTryFromExcess a b = PTryFromExcess a (PInner b) ptryFrom' :: forall s r. Term s a -> ((Term s b, Reduce (PTryFromExcess a b s)) -> Term s r) -> Term s r default ptryFrom' :: forall s r. (PTryFrom a (PInner b), PTryFromExcess a b ~ PTryFromExcess a (PInner b)) => Term s a -> ((Term s b, Reduce (PTryFromExcess a b s)) -> Term s r) -> Term s r ptryFrom' opq f = ptryFrom @(PInner b) @a opq \\(inn, exc) -> f (punsafeCoerce inn, exc) There's some additionally features exhibited by this type class, most noteworthy is the PTryFromExcess type family that enables us specify the part of the structure that wasn't parsed and is left unexamined. It's a form of optimization that becomes very important if you have a very complex data type such as ScriptContext from the plutus-ledger-api. Apparently, a good intuition pump for this 'excess' business is that of a zipper . We focus on a certain part of a data structure, only ever providing links to other parts that are left un-examined. LambdaBuffers doesn't use this feature and sets the PTryFromExcess to a unit type, signaling that nothing is left unexamined. PIsData Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PIsData serves to track 'is it Plutus data encoded?' with types. newtype PAsData (a :: PType) (s :: S) = PAsData (Term s a) class PIsData a where pfromDataImpl :: Term s (PAsData a) -> Term s a default pfromDataImpl :: PIsData (PInner a) => Term s (PAsData a) -> Term s a pfromDataImpl x = punsafeDowncast $ pfromDataImpl (punsafeCoerce x :: Term _ (PAsData (PInner a))) pdataImpl :: Term s a -> Term s PData default pdataImpl :: PIsData (PInner a) => Term s a -> Term s PData pdataImpl x = pdataImpl $ pto x instance PIsData FooTrivial where pdataImpl = punsafeCoerce pfromDataImpl = punsafeCoerce instance PEq FooTrivial where (#==) = \\l r -> pdata l #== pdata r Due to generated types having a PAsData attached to them, be ready to use pdata and pfromData to switch between forms. PEq Printing an implementation for this class for a particular type is governed by derive Prelude.Eq <type> statements in .lbf schemas. PEq serves to track provide equality checks to Plutarch types. class PEq t where (#==) :: Term s t -> Term s t -> Term s PBool default (#==) :: (PGeneric t, PlutusType t, All2 PEq (PCode t)) => Term s t -> Term s t -> Term s PBool a #== b = gpeq # a # b infix 4 #== We don't generate an implementation from the LambdaBuffers 'equality spec', rather we delegate the equality check to the underlying 'PData' representations that all generated types have for performance. PShow All generated types have a PShow instance derived using the internal Plutarch deriving mechanism. PShow serves to stringify Plutarch types which is very useful during debugging.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Type class implementations","id":"18","title":"Type class implementations"},"180":{"body":"Each typeclass receives a Specification document that closely explains the required semantics for LB types (sum/products/records). Each backend receives a User documentation that elaborates on how the generated code is used.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Documentation strategy","id":"180","title":"Documentation strategy"},"181":{"body":"LambdaBuffers works with typeclasses, such as Eq, PlutusData and JSON. When a LB type has been declared with support for any of such typeclass, values of said types need to be handled in exactly the same manner as elaborated in the Specification for a given Typeclass in ALL support target language environments. Concretely, if a type Foo has been declared with support for JSON, and toJson and fromJson methods have been generated for target languages, they have to be in correspondence. module Foo import Prelude (Json) sum Foo = Bar Integer | Baz Text deriving Json Foo In Haskell and Purescript values of Foo would be Bar 1 and Baz \"baz\", and their respective JSON mappings would be {\"constructor\" : \"Bar\", \"product\" : [1]} and {\"constructor\" : \"Baz\", \"product\" : [\"baz\"]}.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Testing strategy","id":"181","title":"Testing strategy"},"182":{"body":"For each typeclass, we maintain a set of golden' files of known good/bad that lift into the target language withfromand write it back withto` into a separate file. Then we provide an assertion that these files are semantically 'equal' (for example JSON spaces don't matter and such). Example test: test/foo/Foo.lbf test/foo/json/bar.1.json test/foo/json/bar.2.json test/foo/json/baz.1.json test/foo/json/baz.2.json test/foo/json/haskell/bar.1.json test/foo/json/haskell/bar.2.json test/foo/json/haskell/baz.1.json test/foo/json/haskell/baz.2.json test/foo/json/purescript/bar.1.json test/foo/json/purescript/bar.2.json test/foo/json/purescript/baz.1.json test/foo/json/purescript/baz.2.json test/foo/plutusdata/bar.1.json test/foo/plutusdata/bar.2.json test/foo/plutusdata/baz.1.json test/foo/plutusdata/baz.2.json test/foo/plutusdata/haskell/bar.1.json test/foo/plutusdata/haskell/bar.2.json test/foo/plutusdata/haskell/baz.1.json test/foo/plutusdata/haskell/baz.2.json test/foo/plutusdata/purescript/bar.1.json test/foo/plutusdata/purescript/bar.2.json test/foo/plutusdata/purescript/baz.1.json test/foo/plutusdata/purescript/baz.2.json","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Testing encoding typeclasses: from . to goldens","id":"182","title":"Testing encoding typeclasses: from . to goldens"},"183":{"body":"sym :: (a :~: b) -> b :~: a trans :: (a :~: b) -> (b :~: c) -> a :~: c This could be done with goldens and randomized testing. However, goldens approach assumes a correct marshaling procedure while the randomized assumes generators. Perhaps having both makes sense.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Testing equality typeclasses: symmetry and transitivity","id":"183","title":"Testing equality typeclasses: symmetry and transitivity"},"184":{"body":"Define the version 1 of Prelude and Plutus LBF libraries which MUST be supported Support the Json typeclass Codegen Runtime support Support the Plutarch backend Document typeclasses Eq PlutusData Json Document backends Sum/Product/Record type construction and deconstruction (Haskell, Purescript, Plutarch) Eq/Json/PlutusData typeclass use (Haskell, Purescript, Plutarch minus Json) Devise goldens Eq PlutusData Json Implement the test suite Provide assertions Hook to the CI","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » TODO (provide time estimates)","id":"184","title":"TODO (provide time estimates)"},"185":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Catalyst milestone 3: Testing and documentation","id":"185","title":"Catalyst milestone 3: Testing and documentation"},"186":{"body":"A test suite checking for correct mapping from schema data types to PlutusData encodings against a known-good corpus of such mappings (golden tests). A dedicated lbt-plutus test suite was implemented for both Haskell and Purescript backends. They leverage both golden unit testing approach and randomized property based testing to assert the essential properties of the LambdaBuffers Plutus package: Plutus.V1.PlutusData derivation tests Golden unit tests: forall (golden : Days.Day.*.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden Property tests: forall (x : Foo.*): (fromPlutusData . toPlutusData) x == x Plutus.V1.PlutusData instance tests Golden unit tests: forall (golden : *.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden A test suite checking for roundtrip compatibility between codegened target environments. A dedicated lbt-plutus test suite was implemented for both Haskell and Purescript backends. A dedicated lbt-prelude test suite was implemented for both Haskell and Purescript backends. Both include golden unit tests that provide assurances that these backends implement the LambdaBuffers packages in a mutually compatible manner. A modular and contract-based test suite architecture streamlining codegen testing compliance for any of the supported typeclasses. A testing strategy was devised and implemented where each supported backend must implement the lbt (ie. a LambdaBuffers test suite) for the corresponding LambdaBuffers package. A package is a collection of LambdaBuffers schemas and their associated runtime libraries. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Haskell runtime library is in runtimes/haskell/lbr-prelude Purescript runtime library is in runtimes/purescript/lbr-prelude Haskell test suite is in testsuites/lbt-prelude/lbt-prelude-haskell Purescript test suite is in testsuites/lbt-prelude/lbt-prelude-purescript LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Haskell runtime library is in runtimes/haskell/lbr-plutus Purescript runtime library is in runtimes/purescript/lbr-plutus Haskell test suite is in testsuites/lbt-plutus/lbt-plutus-haskell Purescript test suite is in testsuites/lbt-plutus/lbt-plutus-purescript A document mapping the schema data types and typeclasses to their corresponding code-generated variants in the target environments. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Outputs","id":"186","title":"Outputs"},"187":{"body":"The test suites are passing for the Haskell+PlutusTx codegen module. CI targets: checks.x86_64-linux.\"check-lbt-prelude-haskell:test:tests\" checks.x86_64-linux.\"check-lbt-plutus-haskell:test:tests\" The test suites are passing for the Purescript+CTL codegen module. CI targets: checks.x86_64-linux.\"purescript:lbt-plutus:check\" checks.x86_64-linux.\"purescript:lbt-prelude:check\" The “Mappings” document is made available in the project repository. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Acceptance Criteria","id":"187","title":"Acceptance Criteria"},"188":{"body":"The completed and reviewed test suite implementation for Haskell+PlutusTx codegen module is made available in the project repository. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Haskell runtime library is in runtimes/haskell/lbr-prelude Haskell test suite is in testsuites/lbt-prelude/lbt-prelude-haskell LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Haskell runtime library is in runtimes/haskell/lbr-plutus Haskell test suite is in testsuites/lbt-plutus/lbt-plutus-haskell The completed and reviewed test suite implementation for Purescript+CTL codegen module is made available in the project repository. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Purescript runtime library is in runtimes/purescript/lbr-prelude Purescript test suite is in testsuites/lbt-prelude/lbt-prelude-purescript LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Purescript runtime library is in runtimes/purescript/lbr-plutus Purescript test suite is in testsuites/lbt-plutus/lbt-plutus-purescript The “Mappings” document is made available in the project repository. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation. Test case: Robust Test cases to catch edge conditions are added against a wide variety of schemas, and output in all codegen backends. Implemented as part of lbf (LambdaBuffers Frontend) test suite.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Evidence of Milestone Completion","id":"188","title":"Evidence of Milestone Completion"},"189":{"body":"Catalyst project sheet","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » References","id":"189","title":"References"},"19":{"body":"Let work through the Plutarch example available in the repo. First, please check the Getting started guide on how to prepare to work with the repo and setup Nix. Let's see what we have here: lambda-buffers/docs/plutarch ❯ find\n.\n./build.nix\n./cabal.project\n./hie.yaml\n./plutarch-example.cabal\n./app\n./app/Example.hs\n./api\n./api/Example.lbf\n./.envrc The salient bits we should focus on are: The LambdaBuffers .lbf schema in ./api/Example.lbf that describes the API types used by our little program, The Haskell Plutarch program in ./app/Example.hs that works with the API types. To inspect the generated library: lambda-buffers/docs/plutarch ❯ nix build .#lbf-plutarch-example-api\nlambda-buffers/docs/plutarch ❯ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Example\nautogen/LambdaBuffers/Example/Plutarch.hs The name of the generated library lbf-plutarch-example-api is set in the ./plutarch/build.nix Nix build file. However, it's not expected for users to need to do this. If you have any issue please reach out. Inspecting the Cabal file shows the standard runtime libraries we need: lambda-buffers/docs/plutarch ❯ cabal info .\n* plutarch-example-0.1.0.0 (program) Synopsis: LambdaBuffers Plutarch example Versions available: [ Not available from server ] Versions installed: [ Unknown ] Homepage: [ Not specified ] Bug reports: [ Not specified ] License: NONE Author: Drazen Popovic Maintainer: bladyjoker@gmail.com Source repo: [ Not specified ] Executables: plutarch-example Flags: dev Dependencies: base >=4.16, lbf-plutarch-example-api, lbf-plutus-plutarch, lbf-prelude-plutarch, lbr-plutarch, plutarch, plutarch-extra, text >=1.2 Cached: Yes Run the program: lambda-buffers/docs/plutarch ❯ cabal run\n\"Friends, peace and love!!!\" Take a look at the Example.hs to see how generated types are used, namely how they are constructed with pcon and deconstructed with pmatch (or pmatchC).","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Example","id":"19","title":"Example"},"190":{"body":"Each typeclass receives a Specification document that closely explains the required semantics for LB types (sum/products/records). Each backend receives a User documentation that elaborates on how the generated code is used.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Documentation strategy","id":"190","title":"Documentation strategy"},"191":{"body":"LambdaBuffers works with typeclasses, such as Eq, PlutusData and JSON. When a LB type has been declared with support for any of such typeclass, values of said types need to be handled in exactly the same manner as elaborated in the Specification for a given Typeclass in ALL support target language environments. Concretely, if a type Foo has been declared with support for JSON, and toJson and fromJson methods have been generated for target languages, they have to be in correspondence. module Foo import Prelude (Json) sum Foo = Bar Integer | Baz Text deriving Json Foo In Haskell and Purescript values of Foo would be Bar 1 and Baz \"baz\", and their respective JSON mappings would be {\"constructor\" : \"Bar\", \"product\" : [1]} and {\"constructor\" : \"Baz\", \"product\" : [\"baz\"]}.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Testing strategy","id":"191","title":"Testing strategy"},"192":{"body":"For each typeclass, we maintain a set of golden' files of known good/bad that lift into the target language withfromand write it back withto` into a separate file. Then we provide an assertion that these files are semantically 'equal' (for example JSON spaces don't matter and such). Example test: test/foo/Foo.lbf test/foo/json/bar.1.json test/foo/json/bar.2.json test/foo/json/baz.1.json test/foo/json/baz.2.json test/foo/json/haskell/bar.1.json test/foo/json/haskell/bar.2.json test/foo/json/haskell/baz.1.json test/foo/json/haskell/baz.2.json test/foo/json/purescript/bar.1.json test/foo/json/purescript/bar.2.json test/foo/json/purescript/baz.1.json test/foo/json/purescript/baz.2.json test/foo/plutusdata/bar.1.json test/foo/plutusdata/bar.2.json test/foo/plutusdata/baz.1.json test/foo/plutusdata/baz.2.json test/foo/plutusdata/haskell/bar.1.json test/foo/plutusdata/haskell/bar.2.json test/foo/plutusdata/haskell/baz.1.json test/foo/plutusdata/haskell/baz.2.json test/foo/plutusdata/purescript/bar.1.json test/foo/plutusdata/purescript/bar.2.json test/foo/plutusdata/purescript/baz.1.json test/foo/plutusdata/purescript/baz.2.json","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Testing encoding typeclasses: from . to goldens","id":"192","title":"Testing encoding typeclasses: from . to goldens"},"193":{"body":"sym :: (a :~: b) -> b :~: a trans :: (a :~: b) -> (b :~: c) -> a :~: c This could be done with goldens and randomized testing. However, goldens approach assumes a correct marshaling procedure while the randomized assumes generators. Perhaps having both makes sense.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Testing equality typeclasses: symmetry and transitivity","id":"193","title":"Testing equality typeclasses: symmetry and transitivity"},"194":{"body":"Define the version 1 of Prelude and Plutus LBF libraries which MUST be supported Support the Json typeclass Codegen Runtime support Support the Plutarch backend Document typeclasses Eq PlutusData Json Document backends Sum/Product/Record type construction and deconstruction (Haskell, Purescript, Plutarch) Eq/Json/PlutusData typeclass use (Haskell, Purescript, Plutarch minus Json) Devise goldens Eq PlutusData Json Implement the test suite Provide assertions Hook to the CI","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » TODO (provide time estimates)","id":"194","title":"TODO (provide time estimates)"},"195":{"body":"Milestone 1: Rust support","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Catalyst 10 reports","id":"195","title":"Catalyst 10 reports"},"196":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Catalyst milestone 1: Rust support","id":"196","title":"Catalyst milestone 1: Rust support"},"197":{"body":"A LambdaBuffers code generation module that outputs type definitions and derived implementations in the Rust programming language given a LambdaBuffers schema. The module implementation is in lambda-buffers-codegen/src/LambdaBuffers/Codegen/Rust . A Rust library that implements the LambdaBuffers Prelude runtime. This module would include standardised JSON encoding and equality implementations for all declared type class instances in the schema. A Prelude library for Rust was implemented together with a separate library for Json trait instance derive macros. These can be found here: runtimes/rust/lbr-prelude runtimes/rust/lbr-prelude-derive A Rust test suite that assures the manually implemented and automatically generated implementations are consistent with the predefined LambdaBuffers Prelude golden data set of JSON files and perform correct implementation derivation. A test suite was implemented with automatically generated Rust types and trait implementations for Prelude types, it can be found here: testsuites/lbt-prelude/lbt-prelude-rust A Rust library that implements the LambdaBuffers Plutus runtime. This module would include standardised PlutusData encoding implementations for all declared type class instances in the Plutus schema. A standalone library was implemented (still in active development) with Plutus ledger types. LambdaBuffers runtime functionality is included in this library: plutus-ledger-api-rust . A Rust test suite that assures the manually implemented and automatically generated implementations are consistent with the predefined LambdaBuffers Plutus golden data set of PlutusData encoded files and perform correct implementation derivation. A test suite was implemented with automatically generated Rust types and trait implementations for Plutus types, it can be found here: testsuites/lbt-plutus/lbt-plutus-rust Nix devops modules (Nix API) for streamlining the LambdaBuffers code generation pipeline to Rust. New flake modules were implemented to easily generate Rust crates from LambdaBuffers: lbf-rust lbf-prelude-rust lbf-plutus-rust Documentation on LambdaBuffers usage patterns for Rust. A new page was created for the Rust use case","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Outputs","id":"197","title":"Outputs"},"198":{"body":"LambdaBuffers schemas that are based on the LambdaBuffers Prelude module can be used in Rust projects to specify application types. Test libraries for Prelude demonstrate how Rust code for LambdaBuffers Prelude is generated to Rust and used in a library: testsuites/lbt-prelude/lbt-prelude-rust LambdaBuffers schemas that are based on the LambdaBuffers Plutus module can be used in Rust projects to specify application types. Test libraries for Prelude demonstrate how Rust code for LambdaBuffers Plutus is generated to Rust and used in a library: testsuites/lbt-plutus/lbt-plutus-rust The documentation and devops tooling is available to facilitate easy adoption. Similarly to other languages supported by LambdaBuffers, a Rust flake is implemented. The testing libraries also serve as an example, to understand how to use these Nix utilities: testsuites/lbt-plutus/lbt-plutus-rust/build.nix","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Acceptance Criteria","id":"198","title":"Acceptance Criteria"},"199":{"body":"The completed and reviewed LambdaBuffers Prelude runtime library is available for the Rust programming language. runtimes/rust/lbr-prelude runtimes/rust/lbr-prelude-derive The completed and reviewed LambdaBuffers Plutus runtime library is available for the Rust programming language. plutus-ledger-api-rust . The completed and reviewed LambdaBuffers Prelude test suite is available and is passing in CI for the Rust programming language. testsuites/lbt-prelude/lbt-prelude-rust The completed and reviewed LambdaBuffers Plutus test suite is available and is passing in CI for the Rust programming language. testsuites/lbt-plutus/lbt-plutus-rust The completed and reviewed Nix API for LambdaBuffers Rust support is available. lbf-rust lbf-prelude-rust lbf-plutus-rust The completed and reviewed LambdaBuffers for Rust documentation is available. Rust documentation","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Evidence of Milestone Completion","id":"199","title":"Evidence of Milestone Completion"},"2":{"body":"Let's take a look at how LambdaBuffers modules map into Haskell modules and how LambdaBuffers type definitions map into Haskell type definitions. We'll use the lbf-prelude-to-haskell CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-purescript\nlbf-plutus-to-haskell lbf-prelude-to-haskell Or we can simply just refer directly to the lbf-prelude-to-haskell CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-haskell. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-haskell to process the Document.lbf schema. module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-haskell -- Document.lbf\n$ find autogen/\nautogen/\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.hs\nautogen/build.json As we can see the autogen directory has been created that contains the generated Haskell modules. Note the autogen/build.json file as it contains all the necessary Hackage dependencies the generated module needs in order to be properly compiled by GHC. The outputted Haskell module in autogen/LambdaBuffers/Document.hs: module LambdaBuffers.Document (Author(..) , Chapter(..) , Document(..) , Reviewer(..) , RichContent(..) , RichDocument(..)) where import qualified LambdaBuffers.Prelude\nimport qualified Prelude data Author = Author'Ivan | Author'Jovan | Author'Savo deriving Prelude.Show data Chapter a = Chapter { chapter'content :: a , chapter'subChapters :: LambdaBuffers.Prelude.List (Chapter a)} deriving Prelude.Show data Document a = Document { document'author :: Author , document'reviewers :: LambdaBuffers.Prelude.Set Reviewer , document'content :: Chapter a} deriving Prelude.Show data Reviewer = Reviewer'Bob | Reviewer'Alice deriving Prelude.Show data RichContent = RichContent'Image LambdaBuffers.Prelude.Bytes | RichContent'Gif LambdaBuffers.Prelude.Bytes | RichContent'Text LambdaBuffers.Prelude.Text deriving Prelude.Show newtype RichDocument = RichDocument (Document RichContent) deriving Prelude.Show We can compile the code with the following commands. Note the dev shell dev-prelude-haskell as it includes the LambdaBuffers.Prelude dependency. $ nix develop github:mlabs-haskell/lambda-buffers#dev-prelude-haskell\n$ ghc autogen/LambdaBuffers/Document.hs\n[1 of 1] Compiling LambdaBuffers.Document ( autogen/LambdaBuffers/Document.hs, autogen/LambdaBuffers/Document.o )","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Haskell » LambdaBuffers to Haskell","id":"2","title":"LambdaBuffers to Haskell"},"20":{"body":"Let's take a look at how LambdaBuffers modules map into Rust modules and how LambdaBuffers type definitions map into Rust type definitions. We'll use the lbf-prelude-to-rust CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-haskell lbf-prelude-to-rust\nlbf-plutus-to-haskell lbf-plutus-to-rust lbf-prelude-to-purescript Or we can simply just refer directly to the lbf-prelude-to-rust CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-rust. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-rust to process the Document.lbf schema. module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-rust -- Document.lbf\n$ find autogen/\nautogen/\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.hs\nautogen/build.json As we can see the autogen directory has been created that contains the generated Rust modules. Note the autogen/build.json file as it contains all the necessary Cargo dependencies the generated module needs in order to be properly compiled by Rust. The outputted Rust module in autogen/document.rs: #![no_implicit_prelude]\n#![allow(warnings)]\nextern crate lbf_prelude;\nextern crate std; #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum Author{Ivan, Jovan, Savo} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct Chapter<A>{pub content: A, pub sub_chapters: std::boxed::Box<lbf_prelude::prelude::List<Chapter<A>>>} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct Document<A>{pub author: Author, pub reviewers: lbf_prelude::prelude::Set<Reviewer>, pub content: Chapter<A>} #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum Reviewer{Bob, Alice} #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum RichContent{Image(lbf_prelude::prelude::Bytes), Gif(lbf_prelude::prelude::Bytes), Text(lbf_prelude::prelude::Text)} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct RichDocument(pub Document<RichContent>);","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Rust » LambdaBuffers to Rust","id":"20","title":"LambdaBuffers to Rust"},"200":{"body":"Demo project: lambda-buffers-for-cardano","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Demo files","id":"200","title":"Demo files"},"21":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become enum in Rust.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Rust » Sum types","id":"21","title":"Sum types"},"22":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Rust tuple struct (or named tuple)","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Rust » Product types","id":"22","title":"Product types"},"23":{"body":"The types Document and Chapter have been declared as record types in the LambdaBuffers schema using the record keyword. Like with product types, they become Rust struct with named fields. All types and their fields are public, allowing to manipulate them without accessors.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Rust » Record types","id":"23","title":"Record types"},"24":{"body":"","breadcrumbs":"Getting started » Getting started","id":"24","title":"Getting started"},"25":{"body":"This repository relies heavily on the Nix Package Manager for both development and package distribution. To install run the following command: sh <(curl -L https://nixos.org/nix/install) --daemon and follow the instructions. $ nix --version\nnix (Nix) 2.8.0 NOTE: The repository should work with Nix version greater or equal to 2.8.0. Make sure to enable Nix Flakes and IFD by editing either ~/.config/nix/nix.conf or /etc/nix/nix.conf on your machine and add the following configuration entries: experimental-features = nix-command flakes\nallow-import-from-derivation = true Optionally, to improve build speed, it is possible to set up a binary caches maintained by IOHK and Plutonomicon by setting additional configuration entries: substituters = https://cache.nixos.org https://iohk.cachix.org https://cache.iog.io https://public-plutonomicon.cachix.org\ntrusted-public-keys = cache.nixos.org-1:6NCHdD59X431o0gWypbMrAURkbJ16ZPMQFGspcDShjY= hydra.iohk.io:f/Ea+s+dFdN+3Y/G+FDgSq+a5NEWhJGzdjvKNGv0/EQ= iohk.cachix.org-1:DpRUyj7h7V830dp/i6Nti+NEO2/nhblbov/8MW7Rqoo= public-plutonomicon.cachix.org-1:3AKJMhCLn32gri1drGuaZmFrmnue+KkKrhhubQk/CWc=","breadcrumbs":"Getting started » Installing Nix","id":"25","title":"Installing Nix"},"26":{"body":"To facilitate seamlessly moving between directories and associated Nix development shells we use direnv and nix-direnv : To install both using nixpkgs: nix profile install nixpkgs#direnv\nnix profile install nixpkgs#nix-direnv Your shell and editors should pick up on the .envrc files in different directories and prepare the environment accordingly. Use direnv allow to enable the direnv environment and direnv reload to reload it when necessary. Additionally, throughout the repository one can use: $ pre-commit run --all\ncabal-fmt............................................(no files to check)Skipped\nfourmolu.................................................................Passed\nhlint....................................................................Passed\nmarkdownlint.............................................................Passed\nnix-linter...............................................................Passed\nnixpkgs-fmt..............................................................Passed\nshellcheck...........................................(no files to check)Skipped\ntypos....................................................................Passed To run all the code quality tooling specified in the pre-commit-check config file","breadcrumbs":"Getting started » Building and development","id":"26","title":"Building and development"},"27":{"body":"The goal of the LambdaBuffers project is to enable software developers to specify their application types in a common format that can be conveniently shared and their values effectively communicated across language barriers.","breadcrumbs":"Design » LambdaBuffers Design","id":"27","title":"LambdaBuffers Design"},"28":{"body":"Software projects that span multiple language environments often interact in a sub-optimal manner. Significant effort is spent in making application messages declared in one language environment available to other language environments. This burden is particularly onerous in manually written and managed serialization/encoding code which is used to communicate application values in the context of networking, configuration and databases. Ensuring compatibility, consistency and correctness of application messages is a difficult, tedious and error prone process that often results in unwarranted costs to the business and unsustainable technical debt.","breadcrumbs":"Design » Problem Statement","id":"28","title":"Problem Statement"},"29":{"body":"Expressive types, Expressive semantics annotation, Extensible to new types, Extensible to new semantics, Universally consistent semantics, Modular API architecture.","breadcrumbs":"Design » Requirements","id":"29","title":"Requirements"},"3":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become data in Haskell. The only thing to notice is that the type name was prepended with ' (single quote) to the defined constructor names as to make sure they are unique.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Haskell » Sum types","id":"3","title":"Sum types"},"30":{"body":"Application types that users can define should be expressive enough to facilitate type driven domain modeling and to express application programming interfaces. Taking inspiration from existing type systems, LambdaBuffers supports algebraic data types that facilitate elegant type composition. Such types are well studied and widely used in functional programming languages such as Haskell. LambdaBuffers supports first class sum, product and record types. Types can be parameterized, effectively enabling generic types. LambdaBuffers also supports recursive type definitions, which allow users to succinctly define elegant and expressive data structures.","breadcrumbs":"Design » Expressive Types","id":"30","title":"Expressive Types"},"31":{"body":"Enabling users to manage the semantics associated with their types is essential for adapting LambdaBuffers to a variety of different domains and use cases. While most existing schema systems only facilitate type declarations in a variety of languages, LambdaBuffers takes a further step and provides users with the capability to manage the semantics of the types defined in schemata by indicating which basic operations and functions a type ought to support. For example, suppose a user would like some types to support certain encoding (e.g. JSON or CBOR). In order to support a particular encoding, functions that serialize and deserialize the types are needed in the target language(s). Another example: Users may wish to declare that certain types are numeric - i.e. that values of these types can be added, subtracted or multiplied in a given target language. Most types could be declared to support an equality relation, which requires a function that can check values for equality in the target language(s). In order to provide users the capability to manage the semantics of the types they define, LambdaBuffers supports type classes , also known as type constraints . Type classes are a well-established mechanism for supporting ad hoc polymorphism, backed by a large amount of academic research and widely used in functional programming languages such as Haskell, PureScript, and (albeit under a different name) Rust. One essential difference between LambdaBuffers type classes and type classes as implemented in Haskell/PureScript/Rust is that LambdaBuffers does not allow users to declare the implementation of type class instances. Instead, users declare instance clauses for their types which signify the semantics (i.e. functions, methods) they wish to be generated in the target language. All implementation are generated uniformly as elaborated in the specification document for a given type class. For each new type class declared, code generation tooling must be updated to handle the new type class.","breadcrumbs":"Design » Expressive Semantics Annotation","id":"31","title":"Expressive Semantics Annotation"},"32":{"body":"Enabling users to introduce new built-in types allows LambdaBuffers to be adapted in many different domains and use cases. These types have special treatment under the hood and are generally mapped onto existing types and their value representations in the targeted language environments. For example, a primitive Int type in the LambdaBuffers schema language may be mapped to Int in Haskell and i32 in Rust. Primitive parameterized types are also possible: A primitive Maybe type might be mapped to Maybe in Haskell and to Option<_> in Rust. LambdaBuffers supports opaque types to provide users with the power to define their own primitive or builtin types. Example opaque types include various integer types, sequence types, text types, sets, maps and other semantically richer data types. Generally, such types are already well-defined and widely used in various language environments and come equipped with rich libraries that work with them. Redefining them ab ovo would be counterproductive as users would have to re-implement and reinvent the rich support for such types.","breadcrumbs":"Design » Extensible to New Types","id":"32","title":"Extensible to New Types"},"33":{"body":"Enabling users to introduce new type semantics facilitates LambdaBuffers to be adapted in many different domains and use cases. In LambdaBuffers, introducing new type semantics works by first declaring a type class , which is simply the name of the class bundled with any super-classes (should they exist). Next, specification document that elaborates how instances are to be generated for members of the class must be created, taking care to ensure that instances are always generated uniformly. Finally, a code generation module for the class must be written that implements compliant code generation for different target languages. Concretely, serialization has special treatment in most technologies in this space, however in LambdaBuffers, this is just a new type class. For each new type class, deliberate effort must be invested to support that 'semantics' in different target language environments in a compliant manner. (Because type class instances are generated uniformly relative to the structure of the original type, in accordance with a set of deriving rules provided in the code generation implementation, the amount of boilerplate required to implement a new class is substantially reduced if not entirely eliminated.) The LambdaBuffers team will officially support a certain set of type classes and provide code generation modules for a set of officially supported language environments. However, modular design will hopefully facilitate community contributions in a sustainable fashion.","breadcrumbs":"Design » Extensible to New Semantics","id":"33","title":"Extensible to New Semantics"},"34":{"body":"The types specified by users must be handled in a compatible manner across language environments. This is a critical requirement that underpins this project. If two values of a LambdaBuffers type are considered as 'equal' in one language environment, they should be considered equal in all others. In a similar fashion, if LambdaBuffers type has a declared JSON serialization semantics, values encoded as JSON in one language environment have to have the same encoding performed in all other language environments. LambdaBuffers does not provide a way to formally verify consistency across languages, however, a comprehensive test suite will be developed to ensure that new code generation modules are indeed implemented correctly.","breadcrumbs":"Design » Universally Consistent Semantics","id":"34","title":"Universally Consistent Semantics"},"35":{"body":"LambdaBuffers establishes three separate components of the architecture, namely Frontend , Compiler and Codegen *. Frontend is a user facing component that features a way to input, specify or otherwise construct application types. Frontend also orchestrates the overall work that includes the Compiler and Codegen , invoking each of these components as required by different workflows the Frontend supports. LambdaBuffers officially supports a Frontend component implementation that features a text based language for specifying LambdaBuffers types. However, because of the modular API architecture approach, a Frontend can be implemented in any language and in any fashion as long as they are able to interface with the Compiler and Codegen components. The Compiler is a key component that is made available via the Compiler Input specified via Google Protocol Buffers . It performs all the necessary checks to ensure that the naming, type definitions and their declared semantics are indeed valid. The Codegen component consumes the Compiler Output that contains all the information necessary to perform valid and robust code generation. Frontend communicates with the Codegen to understand its Capabilities , enabling each Codegen module to gradually build up support for desired opaque types and declared semantics.","breadcrumbs":"Design » Modular API Architecture","id":"35","title":"Modular API Architecture"},"36":{"body":"","breadcrumbs":"API » Protocol Documentation","id":"36","title":"Protocol Documentation"},"37":{"body":"lang.proto ClassConstraint ClassDef ClassName ConstrName Constraint Derive FieldName InstanceClause Kind Kind.KindArrow Module ModuleName ModuleNamePart Opaque Product Record Record.Field SourceInfo SourcePosition Sum Sum.Constructor Ty TyAbs TyApp TyArg TyBody TyClassRef TyClassRef.Foreign TyClassRef.Local TyDef TyName TyRef TyRef.Foreign TyRef.Local TyVar Tys VarName Kind.KindRef compiler.proto Error Input InternalError KindCheckError KindCheckError.CyclicKindError KindCheckError.InconsistentTypeError KindCheckError.UnboundTyRefError KindCheckError.UnboundTyVarError KindCheckError.UnificationError NamingError Output ProtoParseError ProtoParseError.MultipleClassDefError ProtoParseError.MultipleConstructorError ProtoParseError.MultipleFieldError ProtoParseError.MultipleImportError ProtoParseError.MultipleModuleError ProtoParseError.MultipleTyArgError ProtoParseError.MultipleTyDefError ProtoParseError.OneOfNotSetError ProtoParseError.UnknownEnumError Result TyClassCheckError TyClassCheckError.DeriveOpaqueError TyClassCheckError.ImportNotFoundError TyClassCheckError.MissingRuleError TyClassCheckError.OverlappingRulesError TyClassCheckError.OverlappingRulesError.QHead TyClassCheckError.SuperclassCycleError TyClassCheckError.UnboundClassRefError codegen.proto Error Input InternalError Output Result UnsupportedClassError UnsupportedOpaqueError Scalar Value Types Top","breadcrumbs":"API » Table of Contents","id":"37","title":"Table of Contents"},"38":{"body":"","breadcrumbs":"API » lang.proto","id":"38","title":"lang.proto"},"39":{"body":"Class constraints A special constraint type denoting the constraints that occur on the rhs of class definitions. Only used to specify super class constraints in a ClassDef. Not to be confused with Constraint which denote type class rules. Field Type Label Description class_ref TyClassRef Type class reference. args TyVar repeated Type variables quantified over ClassDef arguments.","breadcrumbs":"API » ClassConstraint","id":"39","title":"ClassConstraint"},"4":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Haskell newtype if they have a single type in their body, otherwise they are data. Note that the constructor has the same name as the type.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Haskell » Product types","id":"4","title":"Product types"},"40":{"body":"Type class definition LambdaBuffers use type classes to talk about the various 'meanings' or 'semantics' we want to associate with the types in LambdaBuffers schemata. For instance, most types can have Eq semantics, meaning they can be compared for equality. Other can have Ord semantics, meaning they can be ordered. Using type classes and instance declarations, much like in Haskell, users can specify the 'meaning' of each type they declare. For example, serialization in LambdaBuffers is just another type class, it's treated the same as any other type class. Concretely, if we wish to provide JSON serialization for LambdaBuffers types, we declare such a type class and provide desired semantic rules: module Foo class JSON a sum Foo a b = Bar a | Baz b derive JSON (Foo a b) Note that for each type class introduced, the Codegen machinery must be updated to support said type class. In other words, it doesn't come for free and for each new type class, a Codegen support must be implemented for any InstanceClause declared by the user. Once all the InstanceClauses have an implementation provided, all the Derived implementation come for free. Field Type Label Description class_name ClassName Type class name. class_args TyArg repeated Type class arguments. Class with no arguments is a trivial class. Compiler MAY report an error. TODO(bladyjoker): MultipleClassArgError. supers ClassConstraint repeated Superclass constraints. documentation string Documentation elaborating on the type class. source_info SourceInfo Source information.","breadcrumbs":"API » ClassDef","id":"40","title":"ClassDef"},"41":{"body":"Type class name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ClassName","id":"41","title":"ClassName"},"42":{"body":"Sum type constructor name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ConstrName","id":"42","title":"ConstrName"},"43":{"body":"Constraint term Field Type Label Description class_ref TyClassRef Name of the type class. args Ty repeated Constraint arguments. Constraint with no arguments is a trivial constraint. Compiler MAY report an error. source_info SourceInfo Source information.","breadcrumbs":"API » Constraint","id":"43","title":"Constraint"},"44":{"body":"Derive statement Derive statements enable user to specify 'semantic' rules for their types much like InstanceClauses do. However, the Codegen will be able to derive an implementation for any such constraint. module Prelude class Eq a sum Maybe a = Just a | Nothing derive Eq (Maybe a) The rule installed for the derive statement is: eq(maybe(A)) :- eq(just(A) | Nothing). The rule relates the desired Ty term to its (lambda calculus) 'evaluated' form. > Currently, there's only support for deriving type class rules and implementations for Ty terms of Kind.KIND_REF_TYPE. That means, type classes like Ord and Eq... Field Type Label Description constraint Constraint Constraint to derive.","breadcrumbs":"API » Derive","id":"44","title":"Derive"},"45":{"body":"Record type field name Field Type Label Description name string Name ::= [a-z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » FieldName","id":"45","title":"FieldName"},"46":{"body":"Instance clause Instance clauses enable users to specify ad-hoc 'semantic' rules for their types. Each such instance must be supported explicitly in the Codegen by providing runtime implementations. This rule form is used when declaring 'opaque' implementations on Opaque types. module Prelude class Eq a opaque Maybe a instance Eq a =&gt; Eq (Maybe a) The rule installed for the clause is: eq(maybe(A)) :- eq(A). The instance clause is verbatim added to the rule set. Field Type Label Description head Constraint Head of the clause that holds only when the body holds. Type variables introduced in the head of the rule become available in the scope of the body of the rule. constraints Constraint repeated Instance (rule) body, conjunction of constraints. source_info SourceInfo Source information.","breadcrumbs":"API » InstanceClause","id":"46","title":"InstanceClause"},"47":{"body":"Kinds A type of a type is called a 'kind'. In Lambda Buffers, all type terms, namely TyArg, TyVar, TyRef, TyApp and TyAbs, are either of kind Type or Type -&gt; Type and Type -&gt; Type -&gt; Type etc. Field Type Label Description kind_ref Kind.KindRef kind_arrow Kind.KindArrow","breadcrumbs":"API » Kind","id":"47","title":"Kind"},"48":{"body":"A kind arrow. Field Type Label Description left Kind right Kind","breadcrumbs":"API » Kind.KindArrow","id":"48","title":"Kind.KindArrow"},"49":{"body":"Module A module encapsulates type, class and instance definitions. Field Type Label Description module_name ModuleName Module name. type_defs TyDef repeated Type definitions. Duplicate type definitions MUST be reported with ProtoParseError.MultipleTyDefError. class_defs ClassDef repeated Type class definitions. Duplicate class definitions MUST be reported with ProtoParseError.MultipleClassDefError. instances InstanceClause repeated Type class instance clauses. derives Derive repeated Type class derive statements. imports ModuleName repeated Imported modules the Compiler consults when searching for type class rules. TODO(bladyjoker): Rename to ruleImports. Duplicate imports MUST be reported with ProtoParseError.MultipleImportError. source_info SourceInfo Source information.","breadcrumbs":"API » Module","id":"49","title":"Module"},"5":{"body":"The types Document and Chapter have been declared as record types in the LambdaBuffers schema using the record keyword. Like with product types, they become Haskell newtype if they have a single type in their body, otherwise they are data. Also like with product types, the constructor has the same name as the type. The field names, similar to sum constructor names, are prepended with the lowercased name of the type with a single quote (') to maintain uniqueness.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Haskell » Record types","id":"5","title":"Record types"},"50":{"body":"Module name Field Type Label Description parts ModuleNamePart repeated Parts of the module name denoting a hierarchical namespace. source_info SourceInfo Source information.","breadcrumbs":"API » ModuleName","id":"50","title":"ModuleName"},"51":{"body":"Module name part Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ModuleNamePart","id":"51","title":"ModuleNamePart"},"52":{"body":"Opaque type. A type that has an Opaque body represents a 'built-in' or a 'primitive' type that's handled by the semantics 'under the hood'. It's called 'opaque' to denote the fact that the Compiler has no knowledge of its structure, and relies that the necessary knowledge is implemented elsewhere. The Codegen modules for any target language have to be able to handle such types specifically and map to existing value level representations and corresponding types. Codegen modules would have to implement support for such defined types, for example: In Python Set a would map to set() from the standard library, In Haskell Set a would map to containers.Data.Set.Set type. Every Opaque type has to be considered deliberately for each language environment targeted by Codegen modules. TODO(bladyjoker): Consider attaching explicit Kind terms to Opaques. Field Type Label Description source_info SourceInfo Source information.","breadcrumbs":"API » Opaque","id":"52","title":"Opaque"},"53":{"body":"A product type term. Field Type Label Description fields Ty repeated Fields in a products are types. source_info SourceInfo Source information.","breadcrumbs":"API » Product","id":"53","title":"Product"},"54":{"body":"A record type term. Field Type Label Description fields Record.Field repeated Record fields. source_info SourceInfo Source information.","breadcrumbs":"API » Record","id":"54","title":"Record"},"55":{"body":"Field in a record type. Field Type Label Description field_name FieldName Record field name. field_ty Ty Field type.","breadcrumbs":"API » Record.Field","id":"55","title":"Record.Field"},"56":{"body":"Frontend Source information Frontends are advised to include Source information to denote how their Source* content maps to the Compiler Input . It's essential when reporting Compiler* errors back to the Frontend. Field Type Label Description file string A filename denoting the Source file. pos_from SourcePosition Starting position in Source. pos_to SourcePosition End position in Source.","breadcrumbs":"API » SourceInfo","id":"56","title":"SourceInfo"},"57":{"body":"Position in Source Field Type Label Description column int32 Column index in the Source. row int32 Row index in the Source.","breadcrumbs":"API » SourcePosition","id":"57","title":"SourcePosition"},"58":{"body":"A sum type term. A type defined as a Sum type is just like a Haskell algebraic data type and represents a sum of products. Field Type Label Description constructors Sum.Constructor repeated Sum type constructors. Empty constructors means void and means that the type can't be constructed. Compiler MAY report an error. Duplicate constructors MUST be reported with ProtoParseError.MultipleConstructorError. source_info SourceInfo Source information.","breadcrumbs":"API » Sum","id":"58","title":"Sum"},"59":{"body":"Constructor of a Sum type is a Product type term. Field Type Label Description constr_name ConstrName Constructor name. product Product Product type term.","breadcrumbs":"API » Sum.Constructor","id":"59","title":"Sum.Constructor"},"6":{"body":"Let's take a look at how LambdaBuffers modules map into Purescript modules and how LambdaBuffers type definitions map into Purescript type definitions. We'll use the lbf-prelude-to-purescript CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-purescript\nlbf-plutus-to-haskell lbf-prelude-to-haskell Or we can simply just refer directly to the lbf-prelude-to-purescript CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-purescript. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-purescript to process the Document.lbf schema module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-purescript -- Document.lbf\n$ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.purs As we can see the autogen directory has been created that contains the generated Purescript modules. Note the autogen/build.json file as it contains all the necessary dependencies the generated module needs in order to be properly compiled by purs compiler. The outputted Purescript module in autogen/LambdaBuffers/Document.hs: module LambdaBuffers.Document (Author(..) , Chapter(..) , Document(..) , Reviewer(..) , RichContent(..) , RichDocument(..)) where import LambdaBuffers.Prelude as LambdaBuffers.Prelude\nimport Data.Generic.Rep as Data.Generic.Rep\nimport Data.Newtype as Data.Newtype\nimport Data.Show as Data.Show\nimport Data.Show.Generic as Data.Show.Generic data Author = Author'Ivan | Author'Jovan | Author'Savo derive instance Data.Generic.Rep.Generic Author _\ninstance Data.Show.Show Author where show = Data.Show.Generic.genericShow newtype Chapter a = Chapter { content :: a , subChapters :: LambdaBuffers.Prelude.List (Chapter a)}\nderive instance Data.Newtype.Newtype (Chapter a) _\nderive instance Data.Generic.Rep.Generic (Chapter a) _\ninstance (Data.Show.Show a) => Data.Show.Show (Chapter a) where show = Data.Show.Generic.genericShow newtype Document a = Document { author :: Author , reviewers :: LambdaBuffers.Prelude.Set Reviewer , content :: Chapter a}\nderive instance Data.Newtype.Newtype (Document a) _\nderive instance Data.Generic.Rep.Generic (Document a) _\ninstance (Data.Show.Show a) => Data.Show.Show (Document a) where show = Data.Show.Generic.genericShow data Reviewer = Reviewer'Bob | Reviewer'Alice derive instance Data.Generic.Rep.Generic Reviewer _\ninstance Data.Show.Show Reviewer where show = Data.Show.Generic.genericShow data RichContent = RichContent'Image LambdaBuffers.Prelude.Bytes | RichContent'Gif LambdaBuffers.Prelude.Bytes | RichContent'Text LambdaBuffers.Prelude.Text\nderive instance Data.Generic.Rep.Generic RichContent _\ninstance Data.Show.Show RichContent where show = Data.Show.Generic.genericShow newtype RichDocument = RichDocument (Document RichContent)\nderive instance Data.Newtype.Newtype RichDocument _\nderive instance Data.Generic.Rep.Generic RichDocument _\ninstance Data.Show.Show RichDocument where show = Data.Show.Generic.genericShow","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Purescript » LambdaBuffers to Purescript","id":"6","title":"LambdaBuffers to Purescript"},"60":{"body":"Type term A type term that occurs in bodies of type definitions (message TyDef): sum Maybe a = Just a | Nothing sum Either a b = Left a | Right b sum SomeType a = Foo a (Maybe a) | Bar (Either (Maybe a) (SomeType a)) or in instance declarations: instance Eq (Maybe a) instance Eq (SomeType Int) instance (Eq (Maybe a), Eq (SomeType a)) Eq (Either (Maybe a) (SomeType a)) Check out examples . Field Type Label Description ty_var TyVar A type variable. ty_app TyApp A type application. ty_ref TyRef A type reference.","breadcrumbs":"API » Ty","id":"60","title":"Ty"},"61":{"body":"Type abstraction A type term that introduces type abstractions (ie. type functions). This type term can only be introduced in the context of a [type definition](@ref TyDef). Field Type Label Description ty_args TyArg repeated List of type variables. No type arguments means delay or const ty_body, meaning TyAbs [] ty_body = ty_body. Duplicate type arguments MUST be reported with ProtoParseError.MultipleTyArgError. ty_body TyBody Type body. source_info SourceInfo Source information.","breadcrumbs":"API » TyAbs","id":"61","title":"TyAbs"},"62":{"body":"Type application A type term that applies a type abstraction to a list of arguments. Field Type Label Description ty_func Ty Type function. TODO(bladyjoker): Rename to ty_abs? ty_args Ty repeated Arguments to apply. No arguments to apply means force, meaning `TyApp ty_func [] = ty_func`` source_info SourceInfo Source information.","breadcrumbs":"API » TyApp","id":"62","title":"TyApp"},"63":{"body":"Type arguments Arguments in type abstractions. Type arguments and therefore type variables have kinds, the Compiler only accepts Type kinded type arguments ans therefore type variables. However, to allow for future evolution if ever necessary, we attach the Kind term to type arguments, even though the Compiler will reject any TyArg that's not of kind Type. Note, this effectively means that lambda Buffers doesn't support higher-kinded types (ie. HKT). Field Type Label Description arg_name VarName Argument name corresponds to variable names. arg_kind Kind Argument kind. source_info SourceInfo Source information.","breadcrumbs":"API » TyArg","id":"63","title":"TyArg"},"64":{"body":"Type body. Lambda Buffers type bodies type terms that can only be specified in the TyAbs context. It's a built-in type term that can only occur enclosed within a TyAbs term which introduces TyVars in the scope of the term. Field Type Label Description opaque Opaque sum Sum product Product record Record","breadcrumbs":"API » TyBody","id":"64","title":"TyBody"},"65":{"body":"Type class references It is necessary to know whether a type class is defined locally or in a foreign module when referring to it in a constraint, this allows users (and requires the frontend) to explicitly communicate that information. Field Type Label Description local_class_ref TyClassRef.Local foreign_class_ref TyClassRef.Foreign","breadcrumbs":"API » TyClassRef","id":"65","title":"TyClassRef"},"66":{"body":"Foreign class reference. Field Type Label Description class_name ClassName Foreign module class name. module_name ModuleName Foreign module name. source_info SourceInfo Source information.","breadcrumbs":"API » TyClassRef.Foreign","id":"66","title":"TyClassRef.Foreign"},"67":{"body":"Local type reference. Field Type Label Description class_name ClassName Local module class name. source_info SourceInfo Source information.","breadcrumbs":"API » TyClassRef.Local","id":"67","title":"TyClassRef.Local"},"68":{"body":"Type definition A type definition consists of a type name and its associated type term. One way to look at it is that a type definition introduces a named 'type abstraction' in the module scope. Concretely, Either can be considered a type lambda of kind Type -&gt; Type -&gt; Type. In fact, type definitions are the only way to introduce such types. Once introduced in the module scope, type definitions are referred to using [TyRef](@ref TyRef) term. Field Type Label Description ty_name TyName Type name. ty_abs TyAbs Type term. source_info SourceInfo Source information.","breadcrumbs":"API » TyDef","id":"68","title":"TyDef"},"69":{"body":"Type name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » TyName","id":"69","title":"TyName"},"7":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become data in Purescript. The only thing to notice is that the type name was prepended with ' (single quote) to the defined constructor names as to make sure they are unique.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Purescript » Sum types","id":"7","title":"Sum types"},"70":{"body":"Type reference A type term that denotes a reference to a type available that's declared locally or in foreign modules. Field Type Label Description local_ty_ref TyRef.Local foreign_ty_ref TyRef.Foreign","breadcrumbs":"API » TyRef","id":"70","title":"TyRef"},"71":{"body":"Foreign type reference. Field Type Label Description ty_name TyName Foreign module type name. module_name ModuleName Foreign module name. source_info SourceInfo Source information.","breadcrumbs":"API » TyRef.Foreign","id":"71","title":"TyRef.Foreign"},"72":{"body":"Local type reference. Field Type Label Description ty_name TyName Local module type name. source_info SourceInfo Source information.","breadcrumbs":"API » TyRef.Local","id":"72","title":"TyRef.Local"},"73":{"body":"Type variable Field Type Label Description var_name VarName Variable name.","breadcrumbs":"API » TyVar","id":"73","title":"TyVar"},"74":{"body":"A list of type terms useful for debugging Field Type Label Description ties Ty repeated","breadcrumbs":"API » Tys","id":"74","title":"Tys"},"75":{"body":"Type variable name Field Type Label Description name string Name ::= [a-z]+ source_info SourceInfo Source information.","breadcrumbs":"API » VarName","id":"75","title":"VarName"},"76":{"body":"A built-in kind. Name Number Description KIND_REF_UNSPECIFIED 0 Unspecified kind SHOULD be inferred by the Compiler. KIND_REF_TYPE 1 A Type kind (also know as * in Haskell) built-in. Top","breadcrumbs":"API » Kind.KindRef","id":"76","title":"Kind.KindRef"},"77":{"body":"","breadcrumbs":"API » compiler.proto","id":"77","title":"compiler.proto"},"78":{"body":"Compiler Error Field Type Label Description proto_parse_errors ProtoParseError repeated Errors occurred during proto parsing. naming_errors NamingError repeated Errors occurred during naming checking. kind_check_errors KindCheckError repeated Errors occurred during kind checking. ty_class_check_errors TyClassCheckError repeated Errors occurred during type class checking. internal_errors InternalError repeated Errors internal to the compiler implementation.","breadcrumbs":"API » Error","id":"78","title":"Error"},"79":{"body":"Compiler Input Compiler Input is a fully self contained list of modules, the entire compilation closure needed by the Compiler to perform its task. Field Type Label Description modules lambdabuffers.Module repeated Modules to compile. Duplicate modules MUST be reported with ProtoParseError.MultipleModuleError.","breadcrumbs":"API » Input","id":"79","title":"Input"},"8":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Purescript newtype if they have a single type in their body, otherwise they are data. Note that the constructor has the same name as the type.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Purescript » Product types","id":"8","title":"Product types"},"80":{"body":"Errors internal to the implementation. Field Type Label Description msg string Error message. source_info lambdabuffers.SourceInfo Source information if meaningful.","breadcrumbs":"API » InternalError","id":"80","title":"InternalError"},"81":{"body":"Kind checking errors. Field Type Label Description unbound_ty_ref_error KindCheckError.UnboundTyRefError unbound_ty_var_error KindCheckError.UnboundTyVarError unification_error KindCheckError.UnificationError cyclic_kind_error KindCheckError.CyclicKindError inconsistent_type_error KindCheckError.InconsistentTypeError","breadcrumbs":"API » KindCheckError","id":"81","title":"KindCheckError"},"82":{"body":"A cyclic kind was encountered. Infinite kinds like this are not acceptable, and we do not support them. We could not construct infinite kind in ty_def. As the implementation currently stands such an error is (most likely) not representable - therefore not reachable. Such an error would usually occur for a term like: λa. a a - in which case the inference would try to unify two kinds of the form: m and m -> n - because m appears in both terms - the cyclic unification error would be thrown. 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Inefficient for encoding negative numbers – if your field is likely to have negative values, use sint64 instead. int64 long int/long int64 long integer/string Bignum uint32 Uses variable-length encoding. uint32 int int/long uint32 uint integer Bignum or Fixnum (as required) uint64 Uses variable-length encoding. uint64 long int/long uint64 ulong integer/string Bignum or Fixnum (as required) sint32 Uses variable-length encoding. Signed int value. These more efficiently encode negative numbers than regular int32s. int32 int int int32 int integer Bignum or Fixnum (as required) sint64 Uses variable-length encoding. Signed int value. These more efficiently encode negative numbers than regular int64s. int64 long int/long int64 long integer/string Bignum fixed32 Always four bytes. More efficient than uint32 if values are often greater than 2^28. uint32 int int uint32 uint integer Bignum or Fixnum (as required) fixed64 Always eight bytes. More efficient than uint64 if values are often greater than 2^56. uint64 long int/long uint64 ulong integer/string Bignum sfixed32 Always four bytes. int32 int int int32 int integer Bignum or Fixnum (as required) sfixed64 Always eight bytes. int64 long int/long int64 long integer/string Bignum bool bool boolean boolean bool bool boolean TrueClass/FalseClass string A string must always contain UTF-8 encoded or 7-bit ASCII text. string String str/unicode string string string String (UTF-8) bytes May contain any arbitrary sequence of bytes. string ByteString str []byte ByteString string String (ASCII-8BIT)","breadcrumbs":"API » Scalar Value Types","id":"115","title":"Scalar Value Types"},"116":{"body":"The input to the LambdaBuffers Frontend is a text file which contains a module that defines a specification of the types and type class instances you want to generate. 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Interested readers may find details of Unicode character categories in Section 4.5 of The Unicode Standard 15.1.0 , and the Unicode Character Database .","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Characters","id":"119","title":"Characters"},"12":{"body":"Plutarch is a typed eDSL in Haskell for writing efficient Plutus Core validators. LambdaBuffers creates Plutarch type definitions and associated Plutarch type class implementations for PlutusType , PIsData and PShow classes. Additionally, when instructed by a LambdaBuffers derive statement type class implementations for PEq and PTryFrom are also printed. A small example: ❯ nix develop github:mlabs-haskell/lambda-buffers#dev-plutarch\n❯ cat > Example.lbf\nmodule Example import Prelude\nimport Plutus.V1 (PlutusData, AssetClass) record Example a = { foo : AssetClass, bar : a } derive Eq (Example a)\nderive Json (Example a)\nderive PlutusData (Example a) ❯ lbf-plutus-to-plutarch Example.lbf\n[lbf][INFO] Compilation OK\n[lbf][INFO] Codegen OK ❯ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Example\nautogen/LambdaBuffers/Example/Plutarch.hs For a full example see Example .","breadcrumbs":"LambdaBuffers for Plutarch » LambdaBuffers for Plutarch","id":"12","title":"LambdaBuffers for Plutarch"},"120":{"body":"Tokens form the vocabulary of LambdaBuffers Frontend files. The classes of tokens are defined as follows. keyword -> 'module' | 'sum' | 'prod' | 'record' | 'opaque' | 'class' | 'instance' | 'import' | 'qualified' | 'as'\nmodulename -> uppercamelcase\nlongmodulename -> modulealias modulename\ntypename -> uppercamelcase\nfieldname -> lowercamelcase\\keyword\nlongtypename -> modulealias typename\nvarname -> lowers\\keyword\npunctuation -> '<=' | ',' | '(' | ')' | '{' | '}' | ':' | ':-' | '=' | '|'\nclassname -> uppercamelcase\nlongclassname -> modulealias uppercamelcase where uppercamelcase -> upper { alphanum }\nlowercamelcase -> lower { alphanum }\nmodulealias -> { uppercamelcase '.' }\nlowers -> lower { lower } Input files are broken into tokens which use the maximal munch rule i.e., at each point, the next token is the longest sequence of characters that form a valid token. spaces or line comments are ignored except as it separates tokens that would otherwise combine into a single token.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Lexical syntax","id":"120","title":"Lexical syntax"},"121":{"body":"A line comment starts with the terminal '--' followed by zero or more printable Unicode characters stopping at the first end of line ('\\n' or '\\r\\n').","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Line comments","id":"121","title":"Line comments"},"122":{"body":"A LambdaBuffers Frontend file defines a module that is a collection of data types, classes, instance clauses, and derive clauses. The overall layout of a LambdaBuffers Frontend file is: module -> 'module' longmodulename { import } { statement } The file must specify the module's longmodulename where its modulename must match the LambdaBuffers Frontend file's file name not including the .lbf extension. After, the file may contain a sequence of imports followed by a sequence of statements.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Syntax of LambdaBuffers Frontend files","id":"122","title":"Syntax of LambdaBuffers Frontend files"},"123":{"body":"Imports bring entities (types and classes) of other modules into scope. import -> 'import' [ 'qualified' ] longmodulename [ 'as' longmodulename ] [ importspec ]\nimportspec -> '(' [ { typename ',' } typename [','] ] ')' If importspec is omitted, then all entities specified in the module are imported; otherwise only the specified entities are imported.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Import","id":"123","title":"Import"},"124":{"body":"Statements define types, classes, instance clauses, and derive clauses. statement -> typedef | classdef | instanceclause | deriveclause Type definitions Types may be either sum types, product types, record types, or opaque types. typedef -> prodtypedef | sumtypedef | recordtypedef | opaquetypedef Product type definition A product type definition defines a new product type. prodtypedef -> 'prod' typename { varname } '=' prod\nprod -> { typeexp }\ntypeexp -> varname | longtypename | '(' prod ')' Product type definitions instruct the code generator to generate a product type for the target language. Sum type definition A sum type definition defines a new sum type. sumtypedef -> 'sum' typename { varname } '=' sum\nsum -> sumconstructor { '|' sumconstructor }\nsumconstructor -> typename prod Sum type definitions instruct the code generator to generate a sum type for the target language. Record type definition A record type definition defines a new record type. recordtypedef -> 'record' typename { varname } '=' record\nrecord -> '{' [ field { ',' field } ] '}'\nfield -> fieldname ':' prod Record type definitions instruct the code generator to generate a record type for the target language. Opaque type definition An opaque type definition defines a new opaque type. opaquetypedef -> 'opaque' typename { varname } Opaque type definitions must map to existing types in the target language and it's up to the Codegen module to determine how that's exactly done. Class definition A class definition introduces a new class. classdef -> 'class' [ constraintexps '<=' ] classname { varname }\nconstraintexp -> classref { varname } | '(' constraintexps ')'\nconstraintexps -> [ constraintexp { ',' constraintexp } ] Class definitions communicate with the code generator the implementations that already exist (via instance clauses) or that one would like to generate (via derive clauses). Instance clause An instance clause specifies a type is an instance of a class. instanceclause -> 'instance' constraint [ ':-' constraintexps ]\nconstraint -> classref { typeexp } Instance clauses do not instruct the code generator to generate code, but instead instructs the compiler (semantic checking) that the target language environment provides type class implementations for the given type (provided that the given constraintexps also have implementations). Derive clause Derive clauses instruct the code generator to generate code for a type so that it is an instance of a class. deriveclause -> 'derive' constraint Note the code generation of a type for a class is implemented via builtin derivation rules (which developers may extend).","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Statement","id":"124","title":"Statement"},"125":{"body":"The summarized productions of a LambdaBuffers Frontend file is as follows. module -> 'module' longmodulename { import } { statement } import -> 'import' [ 'qualified' ] longmodulename [ 'as' longmodulename ] [ importspec ]\nimportspec -> '(' [ { typename ',' } typename [','] ] ')' statement -> typedef | classdef | instanceclause | deriveclause typedef -> prodtypedef | sumtypedef | recordtypedef | opaquetypedef prodtypedef -> 'prod' typename { varname } '=' prod\nprod -> { typeexp }\ntypeexp -> varname | longtypename | '(' prod ')' sumtypedef -> 'sum' typename { varname } '=' sum\nsum -> sumconstructor { '|' sumconstructor }\nsumconstructor -> typename prod recordtypedef -> 'record' typename { varname } '=' record\nrecord -> '{' [ field { ',' field } ] '}'\nfield -> fieldname ':' prod opaquetypedef -> 'opaque' typename { varname } classdef -> 'class' [ constraintexps '<=' ] classname { varname }\nconstraintexp -> classref { varname } | '(' constraintexps ')'\nconstraintexps -> [ constraintexp { ',' constraintexp } ] instanceclause -> 'instance' constraint [ ':-' constraintexps ]\nconstraint -> classref { typeexp } deriveclause -> 'derive' constraint","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Syntax reference","id":"125","title":"Syntax reference"},"126":{"body":"The Compiler component sits between the Frontend component and the code generation component named Codegen . The purpose of the Compiler is to perform various checks on the Compiler input provided by the Frontend ensuring that supplied type, class and instance clause definitions are valid or otherwise communicate any error conditions determined during processing. The end goal of the Compiler is to ensure that the Codegen component is capable of processing the Compiler Output by providing correct and complete information.","breadcrumbs":"Compiler » LambdaBuffers Compiler","id":"126","title":"LambdaBuffers Compiler"},"127":{"body":"The Compiler operates on the Compiler Input message specified in the compiler.proto Google Protocol Buffers schema - enabling, any Frontend to interface with the Compiler in a language agnostic manner. Similarly, the Compiler Output message is also specified in the compiler.proto Google Protocol Buffers schema that is then consumed by Codegen modules, able to be written in any programming environment capable of communicating via Google Protocol Buffers . Refer to the Compiler Proto documentation for more information.","breadcrumbs":"Compiler » Compiler Interface","id":"127","title":"Compiler Interface"},"128":{"body":"The first step the Compiler performs is kind checking and inference on type definitions provided by the Frontend and otherwise raises kind checking errors . When successful, the Compiler outputs a Compiler Output that annotates each type term with kind information. In standard type checking terminology LambdaBuffers 'terms' are abstract data type declarations and their 'types' are kinds . Currently, the Compiler accepts: type terms of kind Type (such as Int or Bool), type function terms of kind Type → Type (such as Maybe or Either - though note that type functions are not \"first class\" in the sense that they cannot be passed as arguments to other type functions). There are future plans to expand this to Higher Kinded Types (such as MaybeT, StateT etc - i.e. types parameterized on type function terms) - subject to research into Codegen of such types in the target languages. The Compiler supports recursive types. All LambdaBuffers type variables terms must be monomorphically kinded, with polymorphic kinds defaulting to monomorphic ones. For example Phantom a = Phantom would resolve to the monomorphic kind Type → Type rather than the polymorphic kind ∀a. a → Type.","breadcrumbs":"Compiler » Checking Type Definitions","id":"128","title":"Checking Type Definitions"},"129":{"body":"The kind checker is designed around a simply typed lambda calculus type system with inference via unification ( John Alan Robinson's unification algorithm is being currently used). We've also introduced a let binding rule that allows later additions to the typing context. The typing rules are the following: x : σ ∈ Γ\n----------- [Variable] Γ ⊢ x : σ Γ,x:σ ⊢ e:τ\n------------------------ [Abstraction] Γ ⊢ (λ x:σ. e):(σ → τ) Γ ⊢ x:(σ → τ) Γ ⊢ y:σ\n------------------------- [Application] Γ ⊢ x y : τ Γ ⊢ e₁:σ Γ, e₁ : σ ⊢ e₂:τ\n----------------------------- [Let] Γ ⊢ let x = e₁ in e₂ : τ The type checking strategy is as follows: A context is built from the type definitions. Type variables which are not annotated with any further kind information are defaulted to be of kind Type. The RHS of the type terms are converted into their Sums of Products canonical representation. The variables from the left hand side of the term are introduced to the right hand side as abstractions. The derivation for each term is built. Then the unification tries to find a solution. Terms for which unification cannot find a consistent derivation are deemed incorrect and a kind checking error is thrown. Note that currently all of the inferred kinds have a restriction to be monomorphic - therefore no free or universally quantified variables can appear in the final kind signature.","breadcrumbs":"Compiler » Kind Checker","id":"129","title":"Kind Checker"},"13":{"body":"Writing .lbf schemas with API types intended for Plutarch backend will typically use the following LambdaBuffers schema modules: Prelude , Plutus.V1 , Plutus.V2 . Take a look at Example.lbf schema as an example.","breadcrumbs":"LambdaBuffers for Plutarch » LambdaBuffers modules","id":"13","title":"LambdaBuffers modules"},"130":{"body":"In addition to kind checking , the Compiler could perform a special check for types to determine their cardinality. This is especially useful to catch and report on non inhabited types that users might define. For example, data F a = F (F a) declares a non-inhabited recursive type that can't be constructed. LambdaBuffers Compiler SHOULD reject such types as they can't possibly be constructed and generated typeclass instances would in turn be ill-defined. This problem is equivalent to a problem of calculating graph components .","breadcrumbs":"Compiler » Checking Type Cardinality","id":"130","title":"Checking Type Cardinality"},"131":{"body":"Finally, the compiler should be able to normalize expressions. For example, it may be possible to define a data type in the schema language in a form similar to: data G a = G ((Either) ((Maybe) a) Int), where the bracketing indicates the order of application within the term. The example term would normalize to data G a = G (Either (Maybe a) Int) - resulting in a cleaner (and more performant) code generation.","breadcrumbs":"Compiler » Normalizing Type Definitions","id":"131","title":"Normalizing Type Definitions"},"132":{"body":"The Compiler should, if possible, ensure that all instance declarations for schemata are derivable using hard-coded derivation axioms. Other schema languages support generating type definitions in many languages from a single definition in the schema language. One key feature that sets LambdaBuffers apart from these alternatives is support for typeclasses , which enable the generation of ad-hoc polymorphic functions that operate on types generated from LambdaBuffers schemata. The LambdaBuffers schema language doesn't allow users to specify typeclass instance implementations themselves. Users, instead, will write instance clauses as part of the schema definition, and the LambdaBuffers code generator will derive these declared instances when generating code. Two important consequences of this design decision are: All instances must be derived structurally . As an example, consider the arbitrary product type data P a b = P a b. The semantics of the generated instance (i.e. the behavior of the generated code) must be determinable from the structure of the type - that it is a product - and the instances for its arguments a and b, and by those features alone. (Since a and b are type variables here, writing a direct instance for any interesting class is likely impossible, so LambdaBuffers supports constrained instances such as instance (C a, C b) => C (P a b)) All instances must be uniform across supported languages . Because the LambdaBuffers Codegen component (and not the user) is responsible for generating instances, we must ensure that the codegen component is suitably equipped to generate instances in each language that exhibit behavior which is, to the greatest extent possible, equivalent to the behavior of generated instances in any other language. We must have an extensive test quite to verify uniform behavior of generated instances. In languages with a typeclass system (Haskell, PureScript) or equivalent (Rust's Traits), we will utilize the existing system and should (to the extent that doing so is feasible) utilize existing typeclasses and instances from commonly used or standard libraries. In languages lacking a type system that is sufficiently rich to express typeclass relations, we will generate instances using idiomatic language features. (The details will depend on the particular language.)","breadcrumbs":"Compiler » Checking Typeclass Definitions and Instance Clauses","id":"132","title":"Checking Typeclass Definitions and Instance Clauses"},"133":{"body":"","breadcrumbs":"Compiler » Missing link","id":"133","title":"Missing link"},"134":{"body":"NOTE: The implementation of the code generation framework is still in early stages and will likely undergo substantial changes as development continues. This document serves to outline general principles that any implementation of the LambdaBuffers code generation framework ought to adhere to.","breadcrumbs":"Codegen » LambdaBuffers Codegen","id":"134","title":"LambdaBuffers Codegen"},"135":{"body":"Modular & reusable components Ergonomic interface Extensible to new opaque types Extensible to new type classes","breadcrumbs":"Codegen » Requirements","id":"135","title":"Requirements"},"136":{"body":"Because the code generation modules for each target language will almost certainly constitute the bulk of the final LambdaBuffers codebase, it is essential that components of the code generation framework be as modular and reusable as is practicable. Although each target language has its own distinct syntax and semantics, many syntactic forms exist in multiple target languages. For example, Haskell and PureScript both use a comma-separated set enclosed in square brackets (e.g. [1,2,3]) to represent a List _/[_] value, while Rust uses a similar form (in conjunction with a macro, e.g. vec![1,2,3]) to represent a Vector<_> value. To reduce redundant and superfluous code, common syntactic patterns such at this should be abstracted out into a set of functions that can be reused across languages.","breadcrumbs":"Codegen » Modular & Reusable Components","id":"136","title":"Modular & Reusable Components"},"137":{"body":"While the LambdaBuffers team will support a finite set of specific target languages, adding support for an additional language should be as painless as possible (ceteris paribus) to encourage and facilitate open source contributions by third parties. A basic set of tools which can be used to write code generation modules for any target language should be developed, and all code generation modules written by the LambdaBuffers team should employ those tools (in order to provide a robust set of examples for future contributors, among other benefits).","breadcrumbs":"Codegen » Ergonomic Interface","id":"137","title":"Ergonomic Interface"},"138":{"body":"Users and contributors should be able to easily extend the default set of supported opaque types to support additional opaque types. In the context of code generation, this means: Users should have the ability to specify the target type for a given opaque type in the target language (including the package or module that contains the target type if the target type is not part of the language's standard library). Because type class instances must be derived structurally, and because an opaque type is by definition a type with no visible internal structure, users should be provided with an ergonomic interface for noting the presence of a type class instance for an opaque type's target type in a particular language (if the instance exists in the standard library), or for referring to the module where such an instance is located (if the instance is defined in a library or by the user in one of their own modules).","breadcrumbs":"Codegen » Extensible to New Opaque Types","id":"138","title":"Extensible to New Opaque Types"},"139":{"body":"Users and contributors should be able to easily extend the default set of supported type classes to support additional type classes and facilitate the derivation of instances for newly defined classes. In practice, the type class code generation machinery must consist of two distinct parts: First, a set of deriving rules which correspond to instances that already exist (in some module or in a language's standard library/prelude). Second, code generation functions that operate on user-defined types which satisfy those rules. Each of these parts should be ergonomic, well-documented, and the implementation of the default set of supported type classes ought to be thoroughly commented in order that users have a diverse set of real examples to work from.","breadcrumbs":"Codegen » Extensible to New Type Classes","id":"139","title":"Extensible to New Type Classes"},"14":{"body":"The necessary LambdaBuffers runtime libraries a typical Plutarch project needs when working with LambdaBuffers: lbr-plutarch a Haskell runtime library necessary for working with lbf-xyz libraries. lbf-prelude-plutarch that contains the LambdaBuffers Prelude schema library generated by LambdaBuffers. lbf-plutus-plutarch that contains the LambdaBuffers Plutus schema library generated by LambdaBuffers. Of course, additional imports for Plutarch libraries are also necessary plutarch and optionally plutarch-extra . For a full example see Example .","breadcrumbs":"LambdaBuffers for Plutarch » Haskell libraries","id":"14","title":"Haskell libraries"},"140":{"body":"LambdaBuffers consists of three runtime command line interface components: lambda-buffers-frontend-cli lambda-buffers-compiler-cli lambda-buffers-codegen-cli The Frontend CLI orchestrates work between the user and the Compiler and Codegen components. It's desirable to have both the Compiler CLI and the Codegen CLI subject to a strict API with a specified set of flags to enable CLI implementation from various sources. This would be especially helpful with Codegen modules that bring about support for new targets, opaque types and typeclasses.","breadcrumbs":"Command line interface » LambdaBuffers Command Line Interface","id":"140","title":"LambdaBuffers Command Line Interface"},"141":{"body":"Legend: 🟢 Available (grading added in some cases spanning: Bad, Average, Good, Excellent) 🟡 In development 🔵 Potential future feature 🔴 Not currently available ❔ Not clear Feature Proto Buffers ADL JSON Schema Lambda Buffers CDDL ASN.1 Sum types 🟢 🟢 🔴 🟢 🟢 🟢 Record types 🟢 🟢 🟢 🟢 🟢 🟢 Product types 🔴 🔴 🔴 🟢 ❔ 🔴 Recursive types 🟢 🟢 🔴 🟢 🟢 ❔ Parameterized types (generic types) 🔴 🟢 🔴 🟢 🟢 🔴 Type annotations/constraints 🟢 🟢 🟢 🔵 🟢 🟢 Add new builtin types 🔴 🟢 🔴 🟢 🔴 🔴 Add new type semantics (e.g. different encodings) 🟢 🟢 🔴 🟢 🔴 🟢 Manage type semantics (at language level) 🔴 🔴 🔴 🟢 🔴 🔴 Codegen support 🟢 (Excellent) 🟢 (Average) 🟢 (Excellent) 🟡 🟢 (Bad) 🟢 (Average) DevOps tooling - build system integration 🟢 🔴 ❔ 🟡 🔴 🔴 Documentation tooling 🟢 🔴 🟢 🔵 🔴 ❔ Formatting, linting, and development environment tools 🟢 🔴 🟢 🟢 🔴 🔴 Language checker API 🟢 🔴 🟢 🟢 🔴 🔴 Codegen API 🟢 🟢 🔴 🟢 🔴 🔴 Language specification 🟢 🟢 🟢 🟢 🟢 🟢 Backwards compatibility strategy 🟢 🔴 🔴 🔴 🔴 🔴","breadcrumbs":"Comparison matrix » Comparison Matrix","id":"141","title":"Comparison Matrix"},"142":{"body":"","breadcrumbs":"Comparison matrix » Descriptions","id":"142","title":"Descriptions"},"143":{"body":"Types of the form Time = Present | Past | Future, which allow a type do be constructed by one of many variants. Think Rust's enums.","breadcrumbs":"Comparison matrix » Sum Types","id":"143","title":"Sum Types"},"144":{"body":"Types of the form Person = MkPerson Age Name, where MkPerson is of Kind Type->Type->Type. Product types combine multiple elements into one data type without tagging the elements.","breadcrumbs":"Comparison matrix » Product Types","id":"144","title":"Product Types"},"145":{"body":"Types of the form Person = MkPerson { age :: Age, name :: Name }. Record types are similar to structs in most programming languages.","breadcrumbs":"Comparison matrix » Record Types","id":"145","title":"Record Types"},"146":{"body":"Recursive types are defined by the presence of the LHS type in its RHS definition. A classic example is: List a = Nil | Cons a (List a)\n^^^^^^ ^^^^^^","breadcrumbs":"Comparison matrix » Recursive Types","id":"146","title":"Recursive Types"},"147":{"body":"Type functions allow for the introduction of type variables in the LHS definition of the term - creating a parametrised type definition. The classic example is Maybe a which is the equivalento of Option <A> in rust: Maybe a = Nothing | Just a Using the above type definition we can now define another type that uses Maybe and instantiates it to use Integer Time_Saved_via_LambdaBuffers = Maybe Integer","breadcrumbs":"Comparison matrix » Parameterized Types (Generics)","id":"147","title":"Parameterized Types (Generics)"},"148":{"body":"There exists a system of constraining or further annotating types - enriching the type's specification.","breadcrumbs":"Comparison matrix » Type Annotations / Constraints","id":"148","title":"Type Annotations / Constraints"},"149":{"body":"Refer to design document .","breadcrumbs":"Comparison matrix » Add New Built-in Types","id":"149","title":"Add New Built-in Types"},"15":{"body":"You can inspect the generated libraries using Nix: ❯ nix build .#lbf-prelude-plutarch\n❯ find result/autogen/\nresult/autogen/\nresult/autogen/LambdaBuffers\nresult/autogen/LambdaBuffers/Prelude\nresult/autogen/LambdaBuffers/Prelude/Plutarch.hs ❯ nix build .#lbf-plutus-plutarch\n❯ find result/autogen/\nresult/autogen/\nresult/autogen/LambdaBuffers\nresult/autogen/LambdaBuffers/Plutus\nresult/autogen/LambdaBuffers/Plutus/V2\nresult/autogen/LambdaBuffers/Plutus/V2/Plutarch.hs\nresult/autogen/LambdaBuffers/Plutus/V1\nresult/autogen/LambdaBuffers/Plutus/V1/Plutarch.hs","breadcrumbs":"LambdaBuffers for Plutarch » Inspecting the generated output","id":"15","title":"Inspecting the generated output"},"150":{"body":"Refer to the design document .","breadcrumbs":"Comparison matrix » Add New Type Semantics","id":"150","title":"Add New Type Semantics"},"151":{"body":"Refer to the design document ..","breadcrumbs":"Comparison matrix » Manage Type Semantics (at Language Level)","id":"151","title":"Manage Type Semantics (at Language Level)"},"152":{"body":"Codegen support relates to the language being able to generate types for other programming languages.","breadcrumbs":"Comparison matrix » Codegen Support","id":"152","title":"Codegen Support"},"153":{"body":"The framework/language provides a seamless way of integrating with normal build tools and systems (eg. Bazel, Nix, etc.).","breadcrumbs":"Comparison matrix » DevOps Tooling - Build System Integration","id":"153","title":"DevOps Tooling - Build System Integration"},"154":{"body":"The language can generate human readable documentation in an easy to share and view format. For example HTML, or Markdown.","breadcrumbs":"Comparison matrix » Documentation Tooling","id":"154","title":"Documentation Tooling"},"155":{"body":"Tools that allow formatting, linting, and automating standardisation of the language specific files.","breadcrumbs":"Comparison matrix » Formatting, Linting, and Development Environment Tools","id":"155","title":"Formatting, Linting, and Development Environment Tools"},"156":{"body":"The language checker component exposes an API to interface with itself in a language agnostic manner.","breadcrumbs":"Comparison matrix » Language Checker API","id":"156","title":"Language Checker API"},"157":{"body":"The language codegen component exposes an API to interface with itself in a language agnostic manner.","breadcrumbs":"Comparison matrix » Codegen API","id":"157","title":"Codegen API"},"158":{"body":"There exists a well defined language specification document.","breadcrumbs":"Comparison matrix » Language Specification","id":"158","title":"Language Specification"},"159":{"body":"The language makes certain backwards compatibility guarantees between versions of the same type definition.","breadcrumbs":"Comparison matrix » Backwards Compatibility Strategy","id":"159","title":"Backwards Compatibility Strategy"},"16":{"body":"The set of imports a Plutarch program using LambdaBuffers would typically need is the following: import LambdaBuffers.Plutus.V1.Plutarch ()\nimport LambdaBuffers.Plutus.V2.Plutarch ()\nimport LambdaBuffers.Prelude.Plutarch ()\nimport LambdaBuffers.Runtime.Plutarch ()\nimport Plutarch ()\nimport Plutarch.Prelude ()\nimport Plutarch.Api.V1 ()\nimport Plutarch.Api.V2 () LambdaBuffers.Plutus.V1.Plutarch is a module generated from Plutus.V1 LambdaBuffers schema and provided by the lbf-plutus-plutarch runtime library. LambdaBuffers.Plutus.V2.Plutarch is a module generated from Plutus.V2 LambdaBuffers schema and provided by the lbf-plutus-plutarch runtime library. LambdaBuffers.Prelude.Plutarch is a module generated from Prelude LambdaBuffers schema and provided by the lbf-prelude-plutarch runtime library. LambdaBuffers.Runtime.Plutarch is a module provided by the lbr-plutarch runtime library. Generated Plutarch module for a LambdaBuffers schema Foo/Bar.lbf (ie. Foo.Bar) is stored at Foo/Bar/Plutarch.hs","breadcrumbs":"LambdaBuffers for Plutarch » Haskell modules","id":"16","title":"Haskell modules"},"160":{"body":"https://json-schema.org/implementations.html https://www.rfc-editor.org/rfc/rfc8610 https://github.com/timbod7/adl https://www.itu.int/en/ITU-T/asn1/Pages/introduction.aspx https://protobuf.dev/ https://github.com/dcSpark/cddl-codegen","breadcrumbs":"Comparison matrix » References","id":"160","title":"References"},"17":{"body":"Plutarch backend doesn't support recursive type definitions unfortunately (see #131). The following will not work: module ModuleWithRecursiveType import Prelude (Eq)\nimport Plutus.V1 (PlutusData) sum List a = Cons a (List a) | Nil\nderive Eq (List a)\nderive PlutusData (List a) Additionally, LambdaBuffers record types are mapped to Plutarch product types: module ModuleWithARecordType import Prelude (Eq, Integer, Bool)\nimport Plutus.V1 (PlutusData) record Foo = { bar: Integer, baz: Bool }\nderive Eq Foo\nderive PlutusData Foo Essentially, the record definitions are 'degraded' into product types such that the order of product fields is the order of record fields as they are defined at source. For example the Foo record defined above would have no difference in Plutarch if it was defined as product Foo below: prod Foo = Integer Bool The Plutarch backend doesn't support the use of Char, Text, Bytes (there's a Plutus.V1.Bytes), Set and Map (there's a Plutus.V1.Map) from LambdaBuffers Prelude module.","breadcrumbs":"LambdaBuffers for Plutarch » Restrictions","id":"17","title":"Restrictions"},"18":{"body":"","breadcrumbs":"LambdaBuffers for Plutarch » Plutarch","id":"18","title":"Plutarch"},"19":{"body":"Plutarch backend supports all types from the LambdaBuffers Plutus schema library, as to enable full featured Plutus script development. Additionally, it also supports some types from the LambdaBuffers Prelude schema library, namely Bool, Integer, Maybe, Either and List. module Foo sum Sum = Some a | Nothing record Record a = { foo : Bytes, bar: a\n} prod Product a = Bytes a translates into Plutarch equivalent: module LambdaBuffers.Foo.Plutarch (Sum(..), Record(..), Product(..)) where import qualified LambdaBuffers.Plutus.V1.Plutarch\nimport qualified LambdaBuffers.Prelude.Plutarch\nimport qualified LambdaBuffers.Runtime.Plutarch\nimport qualified Plutarch\nimport qualified Plutarch.Bool\nimport qualified Plutarch.Builtin\nimport qualified Plutarch.Internal.PlutusType\nimport qualified Plutarch.Prelude\nimport qualified Plutarch.Show\nimport qualified Plutarch.TryFrom\nimport qualified Plutarch.Unsafe data Sum (a :: PType) (s :: Plutarch.S) = Sum'Some (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) | Sum'Nothing deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow data Record (a :: PType) (s :: Plutarch.S) = Record (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow data Product (a :: PType) (s :: Plutarch.S) = Product (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow","breadcrumbs":"LambdaBuffers for Plutarch » Type definition mapping","id":"19","title":"Type definition mapping"},"2":{"body":"This repository relies heavily on the Nix Package Manager for both development and package distribution. To install run the following command: sh <(curl -L https://nixos.org/nix/install) --daemon and follow the instructions. $ nix --version\nnix (Nix) 2.8.0 NOTE: The repository should work with Nix version greater or equal to 2.8.0. Make sure to enable Nix Flakes and IFD by editing either ~/.config/nix/nix.conf or /etc/nix/nix.conf on your machine and add the following configuration entries: experimental-features = nix-command flakes\nallow-import-from-derivation = true Optionally, to improve build speed, it is possible to set up a binary caches maintained by IOHK and Plutonomicon by setting additional configuration entries: substituters = https://cache.nixos.org https://iohk.cachix.org https://cache.iog.io https://public-plutonomicon.cachix.org\ntrusted-public-keys = cache.nixos.org-1:6NCHdD59X431o0gWypbMrAURkbJ16ZPMQFGspcDShjY= hydra.iohk.io:f/Ea+s+dFdN+3Y/G+FDgSq+a5NEWhJGzdjvKNGv0/EQ= iohk.cachix.org-1:DpRUyj7h7V830dp/i6Nti+NEO2/nhblbov/8MW7Rqoo= public-plutonomicon.cachix.org-1:3AKJMhCLn32gri1drGuaZmFrmnue+KkKrhhubQk/CWc=","breadcrumbs":"Getting started » Installing Nix","id":"2","title":"Installing Nix"},"20":{"body":"Plutarch has a couple of fundamental type classes essential to its operations namely, PlutusType, PIsData, PTryFrom and PEq. PlutusType Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PlutusType serves to (de)construct Plutarch eDSL terms from Haskell 'native' terms. class PlutusType (a :: PType) where type PInner a :: PType pcon' :: forall s. a s -> Term s (PInner a) pmatch' :: forall s b. Term s (PInner a) -> (a s -> Term s b) -> Term s b Additionally, Plutarch enables specifying terms to have different 'value' representation, like Scott encoded terms or PlutusData encoded terms. This is what the PInner type family is used to specify. LambdaBuffers only cares about PlutusData encoded terms since we're using it to specify Plutus datum structures. The task is to generate a pcon' implementation such that we can construct Plutarch Terms that have some PInner representation of type PData, from Haskell 'native' values. The pcon' implementation must match the LB Plutus PlutusData encoding class standard, and so we'll use the same 'to Plutus data' specification to generate pcon' implementations. Constructing is always only one part of the story, there's also deconstruction that is captured by the pmatch' method. This method serves to 'pattern match' on a value that was already constructed using pcon' and dispatch said value to a provided continuation function. It's important to note that there's a subtle but important distinction to be made between the ptryFrom and pmatch' methods. pmatch' assumes that the value it receives is indeed correct, as it was constructed using the pcon' method. This means that pmatch' should never error, and if it does that means the implementation is wrong. ptryFrom is different, as it takes some PData and tries to parse it into a PType, but can fail. However, in LambdaBuffers, both of these methods follow the exact same logical pattern, and they correspond and can be generated using the from Plutus data specification. PTryFrom Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PTryFrom serves specify how PData is 'parsed' into a Plutarch type. N It's generally used to convert between Plutarch types, but that's a fairly general use case, and we generally use this class in a very narrow form to specify how PData is 'parsed' into a Plutarch type. class PSubtype a b => PTryFrom (a :: PType) (b :: PType) where type PTryFromExcess a b :: PType type PTryFromExcess a b = PTryFromExcess a (PInner b) ptryFrom' :: forall s r. Term s a -> ((Term s b, Reduce (PTryFromExcess a b s)) -> Term s r) -> Term s r default ptryFrom' :: forall s r. (PTryFrom a (PInner b), PTryFromExcess a b ~ PTryFromExcess a (PInner b)) => Term s a -> ((Term s b, Reduce (PTryFromExcess a b s)) -> Term s r) -> Term s r ptryFrom' opq f = ptryFrom @(PInner b) @a opq \\(inn, exc) -> f (punsafeCoerce inn, exc) There's some additionally features exhibited by this type class, most noteworthy is the PTryFromExcess type family that enables us specify the part of the structure that wasn't parsed and is left unexamined. It's a form of optimization that becomes very important if you have a very complex data type such as ScriptContext from the plutus-ledger-api. Apparently, a good intuition pump for this 'excess' business is that of a zipper . We focus on a certain part of a data structure, only ever providing links to other parts that are left un-examined. LambdaBuffers doesn't use this feature and sets the PTryFromExcess to a unit type, signaling that nothing is left unexamined. PIsData Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PIsData serves to track 'is it Plutus data encoded?' with types. newtype PAsData (a :: PType) (s :: S) = PAsData (Term s a) class PIsData a where pfromDataImpl :: Term s (PAsData a) -> Term s a default pfromDataImpl :: PIsData (PInner a) => Term s (PAsData a) -> Term s a pfromDataImpl x = punsafeDowncast $ pfromDataImpl (punsafeCoerce x :: Term _ (PAsData (PInner a))) pdataImpl :: Term s a -> Term s PData default pdataImpl :: PIsData (PInner a) => Term s a -> Term s PData pdataImpl x = pdataImpl $ pto x instance PIsData FooTrivial where pdataImpl = punsafeCoerce pfromDataImpl = punsafeCoerce instance PEq FooTrivial where (#==) = \\l r -> pdata l #== pdata r Due to generated types having a PAsData attached to them, be ready to use pdata and pfromData to switch between forms. PEq Printing an implementation for this class for a particular type is governed by derive Prelude.Eq <type> statements in .lbf schemas. PEq serves to track provide equality checks to Plutarch types. class PEq t where (#==) :: Term s t -> Term s t -> Term s PBool default (#==) :: (PGeneric t, PlutusType t, All2 PEq (PCode t)) => Term s t -> Term s t -> Term s PBool a #== b = gpeq # a # b infix 4 #== We don't generate an implementation from the LambdaBuffers 'equality spec', rather we delegate the equality check to the underlying 'PData' representations that all generated types have for performance. PShow All generated types have a PShow instance derived using the internal Plutarch deriving mechanism. PShow serves to stringify Plutarch types which is very useful during debugging.","breadcrumbs":"LambdaBuffers for Plutarch » Type class implementations","id":"20","title":"Type class implementations"},"21":{"body":"Let work through the Plutarch example available in the repo. First, please check the Getting started guide on how to prepare to work with the repo and setup Nix. Let's see what we have here: lambda-buffers/docs/plutarch ❯ find\n.\n./build.nix\n./cabal.project\n./hie.yaml\n./plutarch-example.cabal\n./app\n./app/Example.hs\n./api\n./api/Example.lbf\n./.envrc The salient bits we should focus on are: The LambdaBuffers .lbf schema in ./api/Example.lbf that describes the API types used by our little program, The Haskell Plutarch program in ./app/Example.hs that works with the API types. To inspect the generated library: lambda-buffers/docs/plutarch ❯ nix build .#lbf-plutarch-example-api\nlambda-buffers/docs/plutarch ❯ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Example\nautogen/LambdaBuffers/Example/Plutarch.hs The name of the generated library lbf-plutarch-example-api is set in the ./plutarch/build.nix Nix build file. However, it's not expected for users to need to do this. If you have any issue please reach out. Inspecting the Cabal file shows the standard runtime libraries we need: lambda-buffers/docs/plutarch ❯ cabal info .\n* plutarch-example-0.1.0.0 (program) Synopsis: LambdaBuffers Plutarch example Versions available: [ Not available from server ] Versions installed: [ Unknown ] Homepage: [ Not specified ] Bug reports: [ Not specified ] License: NONE Author: Drazen Popovic Maintainer: bladyjoker@gmail.com Source repo: [ Not specified ] Executables: plutarch-example Flags: dev Dependencies: base >=4.16, lbf-plutarch-example-api, lbf-plutus-plutarch, lbf-prelude-plutarch, lbr-plutarch, plutarch, plutarch-extra, text >=1.2 Cached: Yes Run the program: lambda-buffers/docs/plutarch ❯ cabal run\n\"Friends, peace and love!!!\" Take a look at the Example.hs to see how generated types are used, namely how they are constructed with pcon and deconstructed with pmatch (or pmatchC).","breadcrumbs":"LambdaBuffers for Plutarch » Example","id":"21","title":"Example"},"22":{"body":"Let's take a look at how LambdaBuffers modules map into Rust modules and how LambdaBuffers type definitions map into Rust type definitions. We'll use the lbf-prelude-to-rust CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-haskell lbf-prelude-to-rust\nlbf-plutus-to-haskell lbf-plutus-to-rust lbf-prelude-to-purescript Or we can simply just refer directly to the lbf-prelude-to-rust CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-rust. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-rust to process the Document.lbf schema. module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-rust -- Document.lbf\n$ find autogen/\nautogen/\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.hs\nautogen/build.json As we can see the autogen directory has been created that contains the generated Rust modules. Note the autogen/build.json file as it contains all the necessary Cargo dependencies the generated module needs in order to be properly compiled by Rust. The outputted Rust module in autogen/document.rs: #![no_implicit_prelude]\n#![allow(warnings)]\nextern crate lbf_prelude;\nextern crate std; #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum Author{Ivan, Jovan, Savo} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct Chapter<A>{pub content: A, pub sub_chapters: std::boxed::Box<lbf_prelude::prelude::List<Chapter<A>>>} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct Document<A>{pub author: Author, pub reviewers: lbf_prelude::prelude::Set<Reviewer>, pub content: Chapter<A>} #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum Reviewer{Bob, Alice} #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum RichContent{Image(lbf_prelude::prelude::Bytes), Gif(lbf_prelude::prelude::Bytes), Text(lbf_prelude::prelude::Text)} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct RichDocument(pub Document<RichContent>);","breadcrumbs":"LambdaBuffers for Rust » LambdaBuffers to Rust","id":"22","title":"LambdaBuffers to Rust"},"23":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become enum in Rust.","breadcrumbs":"LambdaBuffers for Rust » Sum types","id":"23","title":"Sum types"},"24":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Rust tuple struct (or named tuple)","breadcrumbs":"LambdaBuffers for Rust » Product types","id":"24","title":"Product types"},"25":{"body":"The types Document and Chapter have been declared as record types in the LambdaBuffers schema using the record keyword. Like with product types, they become Rust struct with named fields. All types and their fields are public, allowing to manipulate them without accessors.","breadcrumbs":"LambdaBuffers for Rust » Record types","id":"25","title":"Record types"},"26":{"body":"The goal of the LambdaBuffers project is to enable software developers to specify their application types in a common format that can be conveniently shared and their values effectively communicated across language barriers.","breadcrumbs":"Design » LambdaBuffers Design","id":"26","title":"LambdaBuffers Design"},"27":{"body":"Software projects that span multiple language environments often interact in a sub-optimal manner. Significant effort is spent in making application messages declared in one language environment available to other language environments. This burden is particularly onerous in manually written and managed serialization/encoding code which is used to communicate application values in the context of networking, configuration and databases. Ensuring compatibility, consistency and correctness of application messages is a difficult, tedious and error prone process that often results in unwarranted costs to the business and unsustainable technical debt.","breadcrumbs":"Design » Problem Statement","id":"27","title":"Problem Statement"},"28":{"body":"Expressive types, Expressive semantics annotation, Extensible to new types, Extensible to new semantics, Universally consistent semantics, Modular API architecture.","breadcrumbs":"Design » Requirements","id":"28","title":"Requirements"},"29":{"body":"Application types that users can define should be expressive enough to facilitate type driven domain modeling and to express application programming interfaces. Taking inspiration from existing type systems, LambdaBuffers supports algebraic data types that facilitate elegant type composition. Such types are well studied and widely used in functional programming languages such as Haskell. LambdaBuffers supports first class sum, product and record types. Types can be parameterized, effectively enabling generic types. LambdaBuffers also supports recursive type definitions, which allow users to succinctly define elegant and expressive data structures.","breadcrumbs":"Design » Expressive Types","id":"29","title":"Expressive Types"},"3":{"body":"To facilitate seamlessly moving between directories and associated Nix development shells we use direnv and nix-direnv : To install both using nixpkgs: nix profile install nixpkgs#direnv\nnix profile install nixpkgs#nix-direnv Your shell and editors should pick up on the .envrc files in different directories and prepare the environment accordingly. Use direnv allow to enable the direnv environment and direnv reload to reload it when necessary. Additionally, throughout the repository one can use: $ pre-commit run --all\ncabal-fmt............................................(no files to check)Skipped\nfourmolu.................................................................Passed\nhlint....................................................................Passed\nmarkdownlint.............................................................Passed\nnix-linter...............................................................Passed\nnixpkgs-fmt..............................................................Passed\nshellcheck...........................................(no files to check)Skipped\ntypos....................................................................Passed To run all the code quality tooling specified in the pre-commit-check config file","breadcrumbs":"Getting started » Building and development","id":"3","title":"Building and development"},"30":{"body":"Enabling users to manage the semantics associated with their types is essential for adapting LambdaBuffers to a variety of different domains and use cases. While most existing schema systems only facilitate type declarations in a variety of languages, LambdaBuffers takes a further step and provides users with the capability to manage the semantics of the types defined in schemata by indicating which basic operations and functions a type ought to support. For example, suppose a user would like some types to support certain encoding (e.g. JSON or CBOR). In order to support a particular encoding, functions that serialize and deserialize the types are needed in the target language(s). Another example: Users may wish to declare that certain types are numeric - i.e. that values of these types can be added, subtracted or multiplied in a given target language. Most types could be declared to support an equality relation, which requires a function that can check values for equality in the target language(s). In order to provide users the capability to manage the semantics of the types they define, LambdaBuffers supports type classes , also known as type constraints . Type classes are a well-established mechanism for supporting ad hoc polymorphism, backed by a large amount of academic research and widely used in functional programming languages such as Haskell, PureScript, and (albeit under a different name) Rust. One essential difference between LambdaBuffers type classes and type classes as implemented in Haskell/PureScript/Rust is that LambdaBuffers does not allow users to declare the implementation of type class instances. Instead, users declare instance clauses for their types which signify the semantics (i.e. functions, methods) they wish to be generated in the target language. All implementation are generated uniformly as elaborated in the specification document for a given type class. For each new type class declared, code generation tooling must be updated to handle the new type class.","breadcrumbs":"Design » Expressive Semantics Annotation","id":"30","title":"Expressive Semantics Annotation"},"31":{"body":"Enabling users to introduce new built-in types allows LambdaBuffers to be adapted in many different domains and use cases. These types have special treatment under the hood and are generally mapped onto existing types and their value representations in the targeted language environments. For example, a primitive Int type in the LambdaBuffers schema language may be mapped to Int in Haskell and i32 in Rust. Primitive parameterized types are also possible: A primitive Maybe type might be mapped to Maybe in Haskell and to Option<_> in Rust. LambdaBuffers supports opaque types to provide users with the power to define their own primitive or builtin types. Example opaque types include various integer types, sequence types, text types, sets, maps and other semantically richer data types. Generally, such types are already well-defined and widely used in various language environments and come equipped with rich libraries that work with them. Redefining them ab ovo would be counterproductive as users would have to re-implement and reinvent the rich support for such types.","breadcrumbs":"Design » Extensible to New Types","id":"31","title":"Extensible to New Types"},"32":{"body":"Enabling users to introduce new type semantics facilitates LambdaBuffers to be adapted in many different domains and use cases. In LambdaBuffers, introducing new type semantics works by first declaring a type class , which is simply the name of the class bundled with any super-classes (should they exist). Next, specification document that elaborates how instances are to be generated for members of the class must be created, taking care to ensure that instances are always generated uniformly. Finally, a code generation module for the class must be written that implements compliant code generation for different target languages. Concretely, serialization has special treatment in most technologies in this space, however in LambdaBuffers, this is just a new type class. For each new type class, deliberate effort must be invested to support that 'semantics' in different target language environments in a compliant manner. (Because type class instances are generated uniformly relative to the structure of the original type, in accordance with a set of deriving rules provided in the code generation implementation, the amount of boilerplate required to implement a new class is substantially reduced if not entirely eliminated.) The LambdaBuffers team will officially support a certain set of type classes and provide code generation modules for a set of officially supported language environments. However, modular design will hopefully facilitate community contributions in a sustainable fashion.","breadcrumbs":"Design » Extensible to New Semantics","id":"32","title":"Extensible to New Semantics"},"33":{"body":"The types specified by users must be handled in a compatible manner across language environments. This is a critical requirement that underpins this project. If two values of a LambdaBuffers type are considered as 'equal' in one language environment, they should be considered equal in all others. In a similar fashion, if LambdaBuffers type has a declared JSON serialization semantics, values encoded as JSON in one language environment have to have the same encoding performed in all other language environments. LambdaBuffers does not provide a way to formally verify consistency across languages, however, a comprehensive test suite will be developed to ensure that new code generation modules are indeed implemented correctly.","breadcrumbs":"Design » Universally Consistent Semantics","id":"33","title":"Universally Consistent Semantics"},"34":{"body":"LambdaBuffers establishes three separate components of the architecture, namely Frontend , Compiler and Codegen *. Frontend is a user facing component that features a way to input, specify or otherwise construct application types. Frontend also orchestrates the overall work that includes the Compiler and Codegen , invoking each of these components as required by different workflows the Frontend supports. LambdaBuffers officially supports a Frontend component implementation that features a text based language for specifying LambdaBuffers types. However, because of the modular API architecture approach, a Frontend can be implemented in any language and in any fashion as long as they are able to interface with the Compiler and Codegen components. The Compiler is a key component that is made available via the Compiler Input specified via Google Protocol Buffers . It performs all the necessary checks to ensure that the naming, type definitions and their declared semantics are indeed valid. The Codegen component consumes the Compiler Output that contains all the information necessary to perform valid and robust code generation. Frontend communicates with the Codegen to understand its Capabilities , enabling each Codegen module to gradually build up support for desired opaque types and declared semantics.","breadcrumbs":"Design » Modular API Architecture","id":"34","title":"Modular API Architecture"},"35":{"body":"","breadcrumbs":"API » Protocol Documentation","id":"35","title":"Protocol Documentation"},"36":{"body":"lang.proto ClassConstraint ClassDef ClassName ConstrName Constraint Derive FieldName InstanceClause Kind Kind.KindArrow Module ModuleName ModuleNamePart Opaque Product Record Record.Field SourceInfo SourcePosition Sum Sum.Constructor Ty TyAbs TyApp TyArg TyBody TyClassRef TyClassRef.Foreign TyClassRef.Local TyDef TyName TyRef TyRef.Foreign TyRef.Local TyVar Tys VarName Kind.KindRef compiler.proto Error Input InternalError KindCheckError KindCheckError.CyclicKindError KindCheckError.InconsistentTypeError KindCheckError.UnboundTyRefError KindCheckError.UnboundTyVarError KindCheckError.UnificationError NamingError Output ProtoParseError ProtoParseError.MultipleClassDefError ProtoParseError.MultipleConstructorError ProtoParseError.MultipleFieldError ProtoParseError.MultipleImportError ProtoParseError.MultipleModuleError ProtoParseError.MultipleTyArgError ProtoParseError.MultipleTyDefError ProtoParseError.OneOfNotSetError ProtoParseError.UnknownEnumError Result TyClassCheckError TyClassCheckError.DeriveOpaqueError TyClassCheckError.ImportNotFoundError TyClassCheckError.MissingRuleError TyClassCheckError.OverlappingRulesError TyClassCheckError.OverlappingRulesError.QHead TyClassCheckError.SuperclassCycleError TyClassCheckError.UnboundClassRefError codegen.proto Error Input InternalError Output Result UnsupportedClassError UnsupportedOpaqueError Scalar Value Types Top","breadcrumbs":"API » Table of Contents","id":"36","title":"Table of Contents"},"37":{"body":"","breadcrumbs":"API » lang.proto","id":"37","title":"lang.proto"},"38":{"body":"Class constraints A special constraint type denoting the constraints that occur on the rhs of class definitions. Only used to specify super class constraints in a ClassDef. Not to be confused with Constraint which denote type class rules. Field Type Label Description class_ref TyClassRef Type class reference. args TyVar repeated Type variables quantified over ClassDef arguments.","breadcrumbs":"API » ClassConstraint","id":"38","title":"ClassConstraint"},"39":{"body":"Type class definition LambdaBuffers use type classes to talk about the various 'meanings' or 'semantics' we want to associate with the types in LambdaBuffers schemata. For instance, most types can have Eq semantics, meaning they can be compared for equality. Other can have Ord semantics, meaning they can be ordered. Using type classes and instance declarations, much like in Haskell, users can specify the 'meaning' of each type they declare. For example, serialization in LambdaBuffers is just another type class, it's treated the same as any other type class. Concretely, if we wish to provide JSON serialization for LambdaBuffers types, we declare such a type class and provide desired semantic rules: module Foo class JSON a sum Foo a b = Bar a | Baz b derive JSON (Foo a b) Note that for each type class introduced, the Codegen machinery must be updated to support said type class. In other words, it doesn't come for free and for each new type class, a Codegen support must be implemented for any InstanceClause declared by the user. Once all the InstanceClauses have an implementation provided, all the Derived implementation come for free. Field Type Label Description class_name ClassName Type class name. class_args TyArg repeated Type class arguments. Class with no arguments is a trivial class. Compiler MAY report an error. TODO(bladyjoker): MultipleClassArgError. supers ClassConstraint repeated Superclass constraints. documentation string Documentation elaborating on the type class. source_info SourceInfo Source information.","breadcrumbs":"API » ClassDef","id":"39","title":"ClassDef"},"4":{"body":"Let's take a look at how LambdaBuffers modules map into Haskell modules and how LambdaBuffers type definitions map into Haskell type definitions. We'll use the lbf-prelude-to-haskell CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-purescript\nlbf-plutus-to-haskell lbf-prelude-to-haskell Or we can simply just refer directly to the lbf-prelude-to-haskell CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-haskell. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-haskell to process the Document.lbf schema. module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-haskell -- Document.lbf\n$ find autogen/\nautogen/\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.hs\nautogen/build.json As we can see the autogen directory has been created that contains the generated Haskell modules. Note the autogen/build.json file as it contains all the necessary Hackage dependencies the generated module needs in order to be properly compiled by GHC. The outputted Haskell module in autogen/LambdaBuffers/Document.hs: module LambdaBuffers.Document (Author(..) , Chapter(..) , Document(..) , Reviewer(..) , RichContent(..) , RichDocument(..)) where import qualified LambdaBuffers.Prelude\nimport qualified Prelude data Author = Author'Ivan | Author'Jovan | Author'Savo deriving Prelude.Show data Chapter a = Chapter { chapter'content :: a , chapter'subChapters :: LambdaBuffers.Prelude.List (Chapter a)} deriving Prelude.Show data Document a = Document { document'author :: Author , document'reviewers :: LambdaBuffers.Prelude.Set Reviewer , document'content :: Chapter a} deriving Prelude.Show data Reviewer = Reviewer'Bob | Reviewer'Alice deriving Prelude.Show data RichContent = RichContent'Image LambdaBuffers.Prelude.Bytes | RichContent'Gif LambdaBuffers.Prelude.Bytes | RichContent'Text LambdaBuffers.Prelude.Text deriving Prelude.Show newtype RichDocument = RichDocument (Document RichContent) deriving Prelude.Show We can compile the code with the following commands. Note the dev shell dev-prelude-haskell as it includes the LambdaBuffers.Prelude dependency. $ nix develop github:mlabs-haskell/lambda-buffers#dev-prelude-haskell\n$ ghc autogen/LambdaBuffers/Document.hs\n[1 of 1] Compiling LambdaBuffers.Document ( autogen/LambdaBuffers/Document.hs, autogen/LambdaBuffers/Document.o )","breadcrumbs":"LambdaBuffers to Haskell » LambdaBuffers to Haskell","id":"4","title":"LambdaBuffers to Haskell"},"40":{"body":"Type class name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ClassName","id":"40","title":"ClassName"},"41":{"body":"Sum type constructor name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ConstrName","id":"41","title":"ConstrName"},"42":{"body":"Constraint term Field Type Label Description class_ref TyClassRef Name of the type class. args Ty repeated Constraint arguments. Constraint with no arguments is a trivial constraint. Compiler MAY report an error. source_info SourceInfo Source information.","breadcrumbs":"API » Constraint","id":"42","title":"Constraint"},"43":{"body":"Derive statement Derive statements enable user to specify 'semantic' rules for their types much like InstanceClauses do. However, the Codegen will be able to derive an implementation for any such constraint. module Prelude class Eq a sum Maybe a = Just a | Nothing derive Eq (Maybe a) The rule installed for the derive statement is: eq(maybe(A)) :- eq(just(A) | Nothing). The rule relates the desired Ty term to its (lambda calculus) 'evaluated' form. > Currently, there's only support for deriving type class rules and implementations for Ty terms of Kind.KIND_REF_TYPE. That means, type classes like Ord and Eq... Field Type Label Description constraint Constraint Constraint to derive.","breadcrumbs":"API » Derive","id":"43","title":"Derive"},"44":{"body":"Record type field name Field Type Label Description name string Name ::= [a-z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » FieldName","id":"44","title":"FieldName"},"45":{"body":"Instance clause Instance clauses enable users to specify ad-hoc 'semantic' rules for their types. Each such instance must be supported explicitly in the Codegen by providing runtime implementations. This rule form is used when declaring 'opaque' implementations on Opaque types. module Prelude class Eq a opaque Maybe a instance Eq a =&gt; Eq (Maybe a) The rule installed for the clause is: eq(maybe(A)) :- eq(A). The instance clause is verbatim added to the rule set. Field Type Label Description head Constraint Head of the clause that holds only when the body holds. Type variables introduced in the head of the rule become available in the scope of the body of the rule. constraints Constraint repeated Instance (rule) body, conjunction of constraints. source_info SourceInfo Source information.","breadcrumbs":"API » InstanceClause","id":"45","title":"InstanceClause"},"46":{"body":"Kinds A type of a type is called a 'kind'. In Lambda Buffers, all type terms, namely TyArg, TyVar, TyRef, TyApp and TyAbs, are either of kind Type or Type -&gt; Type and Type -&gt; Type -&gt; Type etc. Field Type Label Description kind_ref Kind.KindRef kind_arrow Kind.KindArrow","breadcrumbs":"API » Kind","id":"46","title":"Kind"},"47":{"body":"A kind arrow. Field Type Label Description left Kind right Kind","breadcrumbs":"API » Kind.KindArrow","id":"47","title":"Kind.KindArrow"},"48":{"body":"Module A module encapsulates type, class and instance definitions. Field Type Label Description module_name ModuleName Module name. type_defs TyDef repeated Type definitions. Duplicate type definitions MUST be reported with ProtoParseError.MultipleTyDefError. class_defs ClassDef repeated Type class definitions. Duplicate class definitions MUST be reported with ProtoParseError.MultipleClassDefError. instances InstanceClause repeated Type class instance clauses. derives Derive repeated Type class derive statements. imports ModuleName repeated Imported modules the Compiler consults when searching for type class rules. TODO(bladyjoker): Rename to ruleImports. Duplicate imports MUST be reported with ProtoParseError.MultipleImportError. source_info SourceInfo Source information.","breadcrumbs":"API » Module","id":"48","title":"Module"},"49":{"body":"Module name Field Type Label Description parts ModuleNamePart repeated Parts of the module name denoting a hierarchical namespace. source_info SourceInfo Source information.","breadcrumbs":"API » ModuleName","id":"49","title":"ModuleName"},"5":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become data in Haskell. The only thing to notice is that the type name was prepended with ' (single quote) to the defined constructor names as to make sure they are unique.","breadcrumbs":"LambdaBuffers to Haskell » Sum types","id":"5","title":"Sum types"},"50":{"body":"Module name part Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ModuleNamePart","id":"50","title":"ModuleNamePart"},"51":{"body":"Opaque type. A type that has an Opaque body represents a 'built-in' or a 'primitive' type that's handled by the semantics 'under the hood'. It's called 'opaque' to denote the fact that the Compiler has no knowledge of its structure, and relies that the necessary knowledge is implemented elsewhere. The Codegen modules for any target language have to be able to handle such types specifically and map to existing value level representations and corresponding types. Codegen modules would have to implement support for such defined types, for example: In Python Set a would map to set() from the standard library, In Haskell Set a would map to containers.Data.Set.Set type. Every Opaque type has to be considered deliberately for each language environment targeted by Codegen modules. TODO(bladyjoker): Consider attaching explicit Kind terms to Opaques. Field Type Label Description source_info SourceInfo Source information.","breadcrumbs":"API » Opaque","id":"51","title":"Opaque"},"52":{"body":"A product type term. Field Type Label Description fields Ty repeated Fields in a products are types. source_info SourceInfo Source information.","breadcrumbs":"API » Product","id":"52","title":"Product"},"53":{"body":"A record type term. Field Type Label Description fields Record.Field repeated Record fields. source_info SourceInfo Source information.","breadcrumbs":"API » Record","id":"53","title":"Record"},"54":{"body":"Field in a record type. Field Type Label Description field_name FieldName Record field name. field_ty Ty Field type.","breadcrumbs":"API » Record.Field","id":"54","title":"Record.Field"},"55":{"body":"Frontend Source information Frontends are advised to include Source information to denote how their Source* content maps to the Compiler Input . It's essential when reporting Compiler* errors back to the Frontend. Field Type Label Description file string A filename denoting the Source file. pos_from SourcePosition Starting position in Source. pos_to SourcePosition End position in Source.","breadcrumbs":"API » SourceInfo","id":"55","title":"SourceInfo"},"56":{"body":"Position in Source Field Type Label Description column int32 Column index in the Source. row int32 Row index in the Source.","breadcrumbs":"API » SourcePosition","id":"56","title":"SourcePosition"},"57":{"body":"A sum type term. A type defined as a Sum type is just like a Haskell algebraic data type and represents a sum of products. Field Type Label Description constructors Sum.Constructor repeated Sum type constructors. Empty constructors means void and means that the type can't be constructed. Compiler MAY report an error. Duplicate constructors MUST be reported with ProtoParseError.MultipleConstructorError. source_info SourceInfo Source information.","breadcrumbs":"API » Sum","id":"57","title":"Sum"},"58":{"body":"Constructor of a Sum type is a Product type term. Field Type Label Description constr_name ConstrName Constructor name. product Product Product type term.","breadcrumbs":"API » Sum.Constructor","id":"58","title":"Sum.Constructor"},"59":{"body":"Type term A type term that occurs in bodies of type definitions (message TyDef): sum Maybe a = Just a | Nothing sum Either a b = Left a | Right b sum SomeType a = Foo a (Maybe a) | Bar (Either (Maybe a) (SomeType a)) or in instance declarations: instance Eq (Maybe a) instance Eq (SomeType Int) instance (Eq (Maybe a), Eq (SomeType a)) Eq (Either (Maybe a) (SomeType a)) Check out examples . Field Type Label Description ty_var TyVar A type variable. ty_app TyApp A type application. ty_ref TyRef A type reference.","breadcrumbs":"API » Ty","id":"59","title":"Ty"},"6":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Haskell newtype if they have a single type in their body, otherwise they are data. Note that the constructor has the same name as the type.","breadcrumbs":"LambdaBuffers to Haskell » Product types","id":"6","title":"Product types"},"60":{"body":"Type abstraction A type term that introduces type abstractions (ie. type functions). This type term can only be introduced in the context of a [type definition](@ref TyDef). Field Type Label Description ty_args TyArg repeated List of type variables. No type arguments means delay or const ty_body, meaning TyAbs [] ty_body = ty_body. Duplicate type arguments MUST be reported with ProtoParseError.MultipleTyArgError. ty_body TyBody Type body. source_info SourceInfo Source information.","breadcrumbs":"API » TyAbs","id":"60","title":"TyAbs"},"61":{"body":"Type application A type term that applies a type abstraction to a list of arguments. Field Type Label Description ty_func Ty Type function. TODO(bladyjoker): Rename to ty_abs? ty_args Ty repeated Arguments to apply. No arguments to apply means force, meaning `TyApp ty_func [] = ty_func`` source_info SourceInfo Source information.","breadcrumbs":"API » TyApp","id":"61","title":"TyApp"},"62":{"body":"Type arguments Arguments in type abstractions. Type arguments and therefore type variables have kinds, the Compiler only accepts Type kinded type arguments ans therefore type variables. However, to allow for future evolution if ever necessary, we attach the Kind term to type arguments, even though the Compiler will reject any TyArg that's not of kind Type. Note, this effectively means that lambda Buffers doesn't support higher-kinded types (ie. HKT). Field Type Label Description arg_name VarName Argument name corresponds to variable names. arg_kind Kind Argument kind. source_info SourceInfo Source information.","breadcrumbs":"API » TyArg","id":"62","title":"TyArg"},"63":{"body":"Type body. Lambda Buffers type bodies type terms that can only be specified in the TyAbs context. It's a built-in type term that can only occur enclosed within a TyAbs term which introduces TyVars in the scope of the term. Field Type Label Description opaque Opaque sum Sum product Product record Record","breadcrumbs":"API » TyBody","id":"63","title":"TyBody"},"64":{"body":"Type class references It is necessary to know whether a type class is defined locally or in a foreign module when referring to it in a constraint, this allows users (and requires the frontend) to explicitly communicate that information. Field Type Label Description local_class_ref TyClassRef.Local foreign_class_ref TyClassRef.Foreign","breadcrumbs":"API » TyClassRef","id":"64","title":"TyClassRef"},"65":{"body":"Foreign class reference. Field Type Label Description class_name ClassName Foreign module class name. module_name ModuleName Foreign module name. source_info SourceInfo Source information.","breadcrumbs":"API » TyClassRef.Foreign","id":"65","title":"TyClassRef.Foreign"},"66":{"body":"Local type reference. Field Type Label Description class_name ClassName Local module class name. source_info SourceInfo Source information.","breadcrumbs":"API » TyClassRef.Local","id":"66","title":"TyClassRef.Local"},"67":{"body":"Type definition A type definition consists of a type name and its associated type term. One way to look at it is that a type definition introduces a named 'type abstraction' in the module scope. Concretely, Either can be considered a type lambda of kind Type -&gt; Type -&gt; Type. In fact, type definitions are the only way to introduce such types. Once introduced in the module scope, type definitions are referred to using [TyRef](@ref TyRef) term. Field Type Label Description ty_name TyName Type name. ty_abs TyAbs Type term. source_info SourceInfo Source information.","breadcrumbs":"API » TyDef","id":"67","title":"TyDef"},"68":{"body":"Type name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » TyName","id":"68","title":"TyName"},"69":{"body":"Type reference A type term that denotes a reference to a type available that's declared locally or in foreign modules. Field Type Label Description local_ty_ref TyRef.Local foreign_ty_ref TyRef.Foreign","breadcrumbs":"API » TyRef","id":"69","title":"TyRef"},"7":{"body":"The types Document and Chapter have been declared as record types in the LambdaBuffers schema using the record keyword. Like with product types, they become Haskell newtype if they have a single type in their body, otherwise they are data. Also like with product types, the constructor has the same name as the type. The field names, similar to sum constructor names, are prepended with the lowercased name of the type with a single quote (') to maintain uniqueness.","breadcrumbs":"LambdaBuffers to Haskell » Record types","id":"7","title":"Record types"},"70":{"body":"Foreign type reference. Field Type Label Description ty_name TyName Foreign module type name. module_name ModuleName Foreign module name. source_info SourceInfo Source information.","breadcrumbs":"API » TyRef.Foreign","id":"70","title":"TyRef.Foreign"},"71":{"body":"Local type reference. Field Type Label Description ty_name TyName Local module type name. source_info SourceInfo Source information.","breadcrumbs":"API » TyRef.Local","id":"71","title":"TyRef.Local"},"72":{"body":"Type variable Field Type Label Description var_name VarName Variable name.","breadcrumbs":"API » TyVar","id":"72","title":"TyVar"},"73":{"body":"A list of type terms useful for debugging Field Type Label Description ties Ty repeated","breadcrumbs":"API » Tys","id":"73","title":"Tys"},"74":{"body":"Type variable name Field Type Label Description name string Name ::= [a-z]+ source_info SourceInfo Source information.","breadcrumbs":"API » VarName","id":"74","title":"VarName"},"75":{"body":"A built-in kind. Name Number Description KIND_REF_UNSPECIFIED 0 Unspecified kind SHOULD be inferred by the Compiler. KIND_REF_TYPE 1 A Type kind (also know as * in Haskell) built-in. Top","breadcrumbs":"API » Kind.KindRef","id":"75","title":"Kind.KindRef"},"76":{"body":"","breadcrumbs":"API » compiler.proto","id":"76","title":"compiler.proto"},"77":{"body":"Compiler Error Field Type Label Description proto_parse_errors ProtoParseError repeated Errors occurred during proto parsing. naming_errors NamingError repeated Errors occurred during naming checking. kind_check_errors KindCheckError repeated Errors occurred during kind checking. ty_class_check_errors TyClassCheckError repeated Errors occurred during type class checking. internal_errors InternalError repeated Errors internal to the compiler implementation.","breadcrumbs":"API » Error","id":"77","title":"Error"},"78":{"body":"Compiler Input Compiler Input is a fully self contained list of modules, the entire compilation closure needed by the Compiler to perform its task. Field Type Label Description modules lambdabuffers.Module repeated Modules to compile. Duplicate modules MUST be reported with ProtoParseError.MultipleModuleError.","breadcrumbs":"API » Input","id":"78","title":"Input"},"79":{"body":"Errors internal to the implementation. Field Type Label Description msg string Error message. source_info lambdabuffers.SourceInfo Source information if meaningful.","breadcrumbs":"API » InternalError","id":"79","title":"InternalError"},"8":{"body":"Let's take a look at how LambdaBuffers modules map into Purescript modules and how LambdaBuffers type definitions map into Purescript type definitions. We'll use the lbf-prelude-to-purescript CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-purescript\nlbf-plutus-to-haskell lbf-prelude-to-haskell Or we can simply just refer directly to the lbf-prelude-to-purescript CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-purescript. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-purescript to process the Document.lbf schema module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-purescript -- Document.lbf\n$ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.purs As we can see the autogen directory has been created that contains the generated Purescript modules. Note the autogen/build.json file as it contains all the necessary dependencies the generated module needs in order to be properly compiled by purs compiler. The outputted Purescript module in autogen/LambdaBuffers/Document.hs: module LambdaBuffers.Document (Author(..) , Chapter(..) , Document(..) , Reviewer(..) , RichContent(..) , RichDocument(..)) where import LambdaBuffers.Prelude as LambdaBuffers.Prelude\nimport Data.Generic.Rep as Data.Generic.Rep\nimport Data.Newtype as Data.Newtype\nimport Data.Show as Data.Show\nimport Data.Show.Generic as Data.Show.Generic data Author = Author'Ivan | Author'Jovan | Author'Savo derive instance Data.Generic.Rep.Generic Author _\ninstance Data.Show.Show Author where show = Data.Show.Generic.genericShow newtype Chapter a = Chapter { content :: a , subChapters :: LambdaBuffers.Prelude.List (Chapter a)}\nderive instance Data.Newtype.Newtype (Chapter a) _\nderive instance Data.Generic.Rep.Generic (Chapter a) _\ninstance (Data.Show.Show a) => Data.Show.Show (Chapter a) where show = Data.Show.Generic.genericShow newtype Document a = Document { author :: Author , reviewers :: LambdaBuffers.Prelude.Set Reviewer , content :: Chapter a}\nderive instance Data.Newtype.Newtype (Document a) _\nderive instance Data.Generic.Rep.Generic (Document a) _\ninstance (Data.Show.Show a) => Data.Show.Show (Document a) where show = Data.Show.Generic.genericShow data Reviewer = Reviewer'Bob | Reviewer'Alice derive instance Data.Generic.Rep.Generic Reviewer _\ninstance Data.Show.Show Reviewer where show = Data.Show.Generic.genericShow data RichContent = RichContent'Image LambdaBuffers.Prelude.Bytes | RichContent'Gif LambdaBuffers.Prelude.Bytes | RichContent'Text LambdaBuffers.Prelude.Text\nderive instance Data.Generic.Rep.Generic RichContent _\ninstance Data.Show.Show RichContent where show = Data.Show.Generic.genericShow newtype RichDocument = RichDocument (Document RichContent)\nderive instance Data.Newtype.Newtype RichDocument _\nderive instance Data.Generic.Rep.Generic RichDocument _\ninstance Data.Show.Show RichDocument where show = Data.Show.Generic.genericShow","breadcrumbs":"LambdaBuffers to Purescript » LambdaBuffers to Purescript","id":"8","title":"LambdaBuffers to Purescript"},"80":{"body":"Kind checking errors. Field Type Label Description unbound_ty_ref_error KindCheckError.UnboundTyRefError unbound_ty_var_error KindCheckError.UnboundTyVarError unification_error KindCheckError.UnificationError cyclic_kind_error KindCheckError.CyclicKindError inconsistent_type_error KindCheckError.InconsistentTypeError","breadcrumbs":"API » KindCheckError","id":"80","title":"KindCheckError"},"81":{"body":"A cyclic kind was encountered. Infinite kinds like this are not acceptable, and we do not support them. We could not construct infinite kind in ty_def. As the implementation currently stands such an error is (most likely) not representable - therefore not reachable. Such an error would usually occur for a term like: λa. a a - in which case the inference would try to unify two kinds of the form: m and m -> n - because m appears in both terms - the cyclic unification error would be thrown. In the case of LambdaBuffers - such an error is not (currently) achievable as the kind of the variable is given by the context - (i.e. λa : m . a a, where m is a kind) therefore the unification would fail with Unification Error. Nevertheless - future features might require it. Field Type Label Description ty_def lambdabuffers.TyDef module_name lambdabuffers.ModuleName","breadcrumbs":"API » KindCheckError.CyclicKindError","id":"81","title":"KindCheckError.CyclicKindError"},"82":{"body":"The actual_kind differs from the expected_kind. Field Type Label Description module_name lambdabuffers.ModuleName ty_def lambdabuffers.TyDef actual_kind lambdabuffers.Kind expected_kind lambdabuffers.Kind","breadcrumbs":"API » KindCheckError.InconsistentTypeError","id":"82","title":"KindCheckError.InconsistentTypeError"},"83":{"body":"Unbound type reference ty_ref detected in term ty_def. Field Type Label Description module_name lambdabuffers.ModuleName ty_def lambdabuffers.TyDef ty_ref lambdabuffers.TyRef","breadcrumbs":"API » KindCheckError.UnboundTyRefError","id":"83","title":"KindCheckError.UnboundTyRefError"},"84":{"body":"Unbound variable ty_var detected in term ty_def. Field Type Label Description module_name lambdabuffers.ModuleName ty_def lambdabuffers.TyDef ty_var lambdabuffers.TyVar","breadcrumbs":"API » KindCheckError.UnboundTyVarError","id":"84","title":"KindCheckError.UnboundTyVarError"},"85":{"body":"In ty_def an error has occurred when trying to unify kind ty_kind_lhs with ty_kind_rhs. FIXME(cstml): Add source of constraint to the error such that user can see where the constraint was generated - therefore where the error precisely is. Field Type Label Description module_name lambdabuffers.ModuleName ty_def lambdabuffers.TyDef ty_kind_lhs lambdabuffers.Kind ty_kind_rhs lambdabuffers.Kind","breadcrumbs":"API » KindCheckError.UnificationError","id":"85","title":"KindCheckError.UnificationError"},"86":{"body":"Naming error message Field Type Label Description module_name_err lambdabuffers.ModuleNamePart ty_name_err lambdabuffers.TyName var_name_err lambdabuffers.VarName constr_name_err lambdabuffers.ConstrName field_name_err lambdabuffers.FieldName class_name_err lambdabuffers.ClassName","breadcrumbs":"API » NamingError","id":"86","title":"NamingError"},"87":{"body":"Output of the Compiler. Field Type Label Description error Error result Result","breadcrumbs":"API » Output","id":"87","title":"Output"},"88":{"body":"All errors that occur because of Google Protocol Buffer's inability to enforce certain invariants. Some of invariance: using Proto map restricts users to string keys which impacts API documentation, which is why repeated fields are used throughout, using Proto 'oneof' means users have to check if such a field is set or report an error otherwise. Field Type Label Description multiple_module_error ProtoParseError.MultipleModuleError multiple_tydef_error ProtoParseError.MultipleTyDefError multiple_classdef_error ProtoParseError.MultipleClassDefError multiple_tyarg_error ProtoParseError.MultipleTyArgError multiple_constructor_error ProtoParseError.MultipleConstructorError multiple_field_error ProtoParseError.MultipleFieldError multiple_import_error ProtoParseError.MultipleImportError one_of_not_set_error ProtoParseError.OneOfNotSetError unknown_enum_error ProtoParseError.UnknownEnumError","breadcrumbs":"API » ProtoParseError","id":"88","title":"ProtoParseError"},"89":{"body":"Multiple ClassDefs with the same ClassName were found in ModuleName. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. class_defs lambdabuffers.ClassDef repeated Conflicting class definitions.","breadcrumbs":"API » ProtoParseError.MultipleClassDefError","id":"89","title":"ProtoParseError.MultipleClassDefError"},"9":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become data in Purescript. The only thing to notice is that the type name was prepended with ' (single quote) to the defined constructor names as to make sure they are unique.","breadcrumbs":"LambdaBuffers to Purescript » Sum types","id":"9","title":"Sum types"},"90":{"body":"Multiple Sum Constructors with the same ConstrName were found in ModuleName.TyDef. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. ty_def lambdabuffers.TyDef Type definition in which the error was found. constructors lambdabuffers.Sum.Constructor repeated Conflicting constructors.","breadcrumbs":"API » ProtoParseError.MultipleConstructorError","id":"90","title":"ProtoParseError.MultipleConstructorError"},"91":{"body":"Multiple Record Fields with the same FieldName were found in ModuleName.TyDef. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. ty_def lambdabuffers.TyDef Type definition in which the error was found. fields lambdabuffers.Record.Field repeated Conflicting record fields.","breadcrumbs":"API » ProtoParseError.MultipleFieldError","id":"91","title":"ProtoParseError.MultipleFieldError"},"92":{"body":"Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. imports lambdabuffers.ModuleName repeated Conflicting module imports.","breadcrumbs":"API » ProtoParseError.MultipleImportError","id":"92","title":"ProtoParseError.MultipleImportError"},"93":{"body":"Multiple Modules with the same ModuleName were found. Field Type Label Description modules lambdabuffers.Module repeated Conflicting type definitions.","breadcrumbs":"API » ProtoParseError.MultipleModuleError","id":"93","title":"ProtoParseError.MultipleModuleError"},"94":{"body":"Multiple TyArgs with the same ArgName were found in ModuleName.TyDef. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. ty_def lambdabuffers.TyDef Type definition in which the error was found. ty_args lambdabuffers.TyArg repeated Conflicting type abstraction arguments.","breadcrumbs":"API » ProtoParseError.MultipleTyArgError","id":"94","title":"ProtoParseError.MultipleTyArgError"},"95":{"body":"Multiple TyDefs with the same TyName were found in ModuleName. Field Type Label Description module_name lambdabuffers.ModuleName Module in which the error was found. ty_defs lambdabuffers.TyDef repeated Conflicting type definitions.","breadcrumbs":"API » ProtoParseError.MultipleTyDefError","id":"95","title":"ProtoParseError.MultipleTyDefError"},"96":{"body":"Proto oneof field is not set. Field Type Label Description message_name string Proto message name in which the oneof field is not set. field_name string The oneof field that is not set.","breadcrumbs":"API » ProtoParseError.OneOfNotSetError","id":"96","title":"ProtoParseError.OneOfNotSetError"},"97":{"body":"Proto enum field is unknown. 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Unlike other schema languages, LambdaBuffers supports code generation for typeclass instances (or the equivalent in languages that lack support for typeclasses) to reduce the amount of boilerplate required to productively make use of the generated types. While LambdaBuffers is still a work-in-progress, we expect that, upon completion, an extensive test suite will provide a high degree of assurance that the instances/methods generated by the LambdaBuffers code generator behave identically.","breadcrumbs":"Introduction » Lambda Buffers introduction","id":"0","title":"Lambda Buffers introduction"},"1":{"body":"LambdaBuffers heavily relies on Nix to orchestrate code generation and dependency management. If you don't have Nix installed with flakes enabled, please refer to the Getting Started guide. To set up a project with LambdaBuffers and multi-language stack, refer to our demo project at lambda-for-cardano . To see, how LambdaBuffers code is transpiled into other languages, see: LambdaBuffers to Haskell LambdaBuffers to Purescript LambdaBuffers to Plutarch LambdaBuffers to Rust","breadcrumbs":"Using LambdaBuffers » Using LambdaBuffers","id":"1","title":"Using LambdaBuffers"},"10":{"body":"Plutarch is a typed eDSL in Haskell for writing efficient Plutus Core validators. LambdaBuffers creates Plutarch type definitions and associated Plutarch type class implementations for PlutusType , PIsData and PShow classes. Additionally, when instructed by a LambdaBuffers derive statement type class implementations for PEq and PTryFrom are also printed. A small example: ❯ nix develop github:mlabs-haskell/lambda-buffers#dev-plutarch\n❯ cat > Example.lbf\nmodule Example import Prelude\nimport Plutus.V1 (PlutusData, AssetClass) record Example a = { foo : AssetClass, bar : a } derive Eq (Example a)\nderive Json (Example a)\nderive PlutusData (Example a) ❯ lbf-plutus-to-plutarch Example.lbf\n[lbf][INFO] Compilation OK\n[lbf][INFO] Codegen OK ❯ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Example\nautogen/LambdaBuffers/Example/Plutarch.hs For a full example see Example .","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » LambdaBuffers for Plutarch","id":"10","title":"LambdaBuffers for Plutarch"},"100":{"body":"Type class checking errors. Field Type Label Description unbound_class_ref_err TyClassCheckError.UnboundClassRefError superclass_cycle_err TyClassCheckError.SuperclassCycleError import_not_found_err TyClassCheckError.ImportNotFoundError derive_opaque_err TyClassCheckError.DeriveOpaqueError missing_rule_err TyClassCheckError.MissingRuleError overlapping_rules_err TyClassCheckError.OverlappingRulesError","breadcrumbs":"API » TyClassCheckError","id":"100","title":"TyClassCheckError"},"101":{"body":"In module_name it wasn't possible to solve constraint because a sub_constraint has been derived on an Opaque type. Opaque type can only have an InstanceClause declared for them. Field Type Label Description module_name lambdabuffers.ModuleName constraint lambdabuffers.Constraint sub_constraint lambdabuffers.Constraint","breadcrumbs":"API » TyClassCheckError.DeriveOpaqueError","id":"101","title":"TyClassCheckError.DeriveOpaqueError"},"102":{"body":"Import missing wasn't found in module_name Field Type Label Description module_name lambdabuffers.ModuleName missing lambdabuffers.ModuleName","breadcrumbs":"API » TyClassCheckError.ImportNotFoundError","id":"102","title":"TyClassCheckError.ImportNotFoundError"},"103":{"body":"In module_name while trying to solve constraint it wasn't possible to find a rule (Derive or InstanceClause) for sub_constraint. Field Type Label Description module_name lambdabuffers.ModuleName constraint lambdabuffers.Constraint sub_constraint lambdabuffers.Constraint","breadcrumbs":"API » TyClassCheckError.MissingRuleError","id":"103","title":"TyClassCheckError.MissingRuleError"},"104":{"body":"In module_name while trying to solve constraint overlaps (Derive or InstanceClause) were found that could be used to solve the sub_constraint. Field Type Label Description module_name lambdabuffers.ModuleName constraint lambdabuffers.Constraint sub_constraint lambdabuffers.Constraint overlaps TyClassCheckError.OverlappingRulesError.QHead repeated","breadcrumbs":"API » TyClassCheckError.OverlappingRulesError","id":"104","title":"TyClassCheckError.OverlappingRulesError"},"105":{"body":"NOTE(bladyjoker): This should rather be oneof Derive and InstanceClause. Field Type Label Description module_name lambdabuffers.ModuleName head lambdabuffers.Constraint","breadcrumbs":"API » TyClassCheckError.OverlappingRulesError.QHead","id":"105","title":"TyClassCheckError.OverlappingRulesError.QHead"},"106":{"body":"Superclass cycle cycled_class_refs was detected when checking a class definition for class_name in module module_name. Field Type Label Description module_name lambdabuffers.ModuleName class_name lambdabuffers.ClassName cycled_class_refs lambdabuffers.TyClassRef repeated","breadcrumbs":"API » TyClassCheckError.SuperclassCycleError","id":"106","title":"TyClassCheckError.SuperclassCycleError"},"107":{"body":"Unbound class_ref detected in module_name. Field Type Label Description module_name lambdabuffers.ModuleName class_ref lambdabuffers.TyClassRef Top","breadcrumbs":"API » TyClassCheckError.UnboundClassRefError","id":"107","title":"TyClassCheckError.UnboundClassRefError"},"108":{"body":"","breadcrumbs":"API » codegen.proto","id":"108","title":"codegen.proto"},"109":{"body":"Codegen Error Field Type Label Description internal_errors InternalError repeated unsupported_opaque_errors UnsupportedOpaqueError repeated unsupported_class_errors UnsupportedClassError repeated","breadcrumbs":"API » Error","id":"109","title":"Error"},"11":{"body":"Writing .lbf schemas with API types intended for Plutarch backend will typically use the following LambdaBuffers schema modules: Prelude , Plutus.V1 , Plutus.V2 . Take a look at Example.lbf schema as an example.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » LambdaBuffers modules","id":"11","title":"LambdaBuffers modules"},"110":{"body":"Codegen Input Codegen Input is a fully self contained list of modules, that have been checked by the Compiler. Field Type Label Description modules lambdabuffers.Module repeated Modules to codegen.","breadcrumbs":"API » Input","id":"110","title":"Input"},"111":{"body":"Errors internal to the implementation. Field Type Label Description msg string Error message. source_info lambdabuffers.SourceInfo Source information if meaningful.","breadcrumbs":"API » InternalError","id":"111","title":"InternalError"},"112":{"body":"Codegen output. Field Type Label Description error Error result Result","breadcrumbs":"API » Output","id":"112","title":"Output"},"113":{"body":"Codegen Result ~ a successful Codegen Output.","breadcrumbs":"API » Result","id":"113","title":"Result"},"114":{"body":"Unsupported Class error for a class class_name defined in module module_name. Field Type Label Description module_name lambdabuffers.ModuleName class_name lambdabuffers.ClassName","breadcrumbs":"API » UnsupportedClassError","id":"114","title":"UnsupportedClassError"},"115":{"body":"Unsupported Opaque error for a type ty_name defined in module module_name. Field Type Label Description module_name lambdabuffers.ModuleName ty_name lambdabuffers.TyName","breadcrumbs":"API » UnsupportedOpaqueError","id":"115","title":"UnsupportedOpaqueError"},"116":{"body":".proto Type Notes C++ Java Python Go C# PHP Ruby double double double float float64 double float Float float float float float float32 float float Float int32 Uses variable-length encoding. Inefficient for encoding negative numbers – if your field is likely to have negative values, use sint32 instead. int32 int int int32 int integer Bignum or Fixnum (as required) int64 Uses variable-length encoding. Inefficient for encoding negative numbers – if your field is likely to have negative values, use sint64 instead. int64 long int/long int64 long integer/string Bignum uint32 Uses variable-length encoding. uint32 int int/long uint32 uint integer Bignum or Fixnum (as required) uint64 Uses variable-length encoding. uint64 long int/long uint64 ulong integer/string Bignum or Fixnum (as required) sint32 Uses variable-length encoding. Signed int value. These more efficiently encode negative numbers than regular int32s. int32 int int int32 int integer Bignum or Fixnum (as required) sint64 Uses variable-length encoding. Signed int value. These more efficiently encode negative numbers than regular int64s. int64 long int/long int64 long integer/string Bignum fixed32 Always four bytes. More efficient than uint32 if values are often greater than 2^28. uint32 int int uint32 uint integer Bignum or Fixnum (as required) fixed64 Always eight bytes. More efficient than uint64 if values are often greater than 2^56. uint64 long int/long uint64 ulong integer/string Bignum sfixed32 Always four bytes. int32 int int int32 int integer Bignum or Fixnum (as required) sfixed64 Always eight bytes. int64 long int/long int64 long integer/string Bignum bool bool boolean boolean bool bool boolean TrueClass/FalseClass string A string must always contain UTF-8 encoded or 7-bit ASCII text. string String str/unicode string string string String (UTF-8) bytes May contain any arbitrary sequence of bytes. string ByteString str []byte ByteString string String (ASCII-8BIT)","breadcrumbs":"API » Scalar Value Types","id":"116","title":"Scalar Value Types"},"117":{"body":"The input to the LambdaBuffers Frontend is a text file which contains a module that defines a specification of the types and type class instances you want to generate. This chapter gives the exact syntax of a LambdaBuffers Frontend file, and informally describes meaning of the syntactic constructs. The name of a LambdaBuffers Frontend file must end with .lbf, and hence may also be referred to as a .lbf file or a .lbf schema.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » LambdaBuffers Frontend (.lbf) syntax","id":"117","title":"LambdaBuffers Frontend (.lbf) syntax"},"118":{"body":"In the following description of a LambdaBuffers Frontend file's syntax, we use a similar BNF syntax from Section 10.1 of the Haskell Report . So, the following notational conventions are used for presenting syntax. Syntax Description [pattern] optional {pattern} zero or more repetitions (pattern) grouping pat1⎮pat2 choice pat1\\pat2 difference -- elements generated by pat1 except those generated by pat2 'terminal' terminal syntax surrounded by single quotes Note that the terminal syntax permits C-style escape sequences e.g. '\\n' denotes line feed (newline), and '\\r' denotes carriage return. Productions will be of the form: nonterm -> alt1 | ... | altn","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Notation","id":"118","title":"Notation"},"119":{"body":"The input file is Unicode text where the encoding is subject to the system locale. We will often use the unqualified term character to refer to a Unicode code point in the input file.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Input file representation","id":"119","title":"Input file representation"},"12":{"body":"The necessary LambdaBuffers runtime libraries a typical Plutarch project needs when working with LambdaBuffers: lbr-plutarch a Haskell runtime library necessary for working with lbf-xyz libraries. lbf-prelude-plutarch that contains the LambdaBuffers Prelude schema library generated by LambdaBuffers. lbf-plutus-plutarch that contains the LambdaBuffers Plutus schema library generated by LambdaBuffers. Of course, additional imports for Plutarch libraries are also necessary plutarch and optionally plutarch-extra . For a full example see Example .","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Haskell libraries","id":"12","title":"Haskell libraries"},"120":{"body":"The following terms are used to denote specific Unicode character categories: upper denotes a Unicode code point categorized as an uppercase letter or titlecase letter (i.e., with General Category value Lt or Lu). lower denotes a Unicode code point categorized as a lower-case letter (i.e., with General Category value Ll). alphanum denotes either upper or lower; or a Unicode code point categorized as a modifier letter, other letter, decimal digit number, letter number, or other number (i.e., with General Category value Lt, Lu, Ll, Lm, Lo, Nd, Nl or No). space denotes a Unicode code point categorized as a separator space (i.e., with General Category value Zs), or any of the control characters '\\t', '\\n', '\\r', '\\f', or '\\v'. Interested readers may find details of Unicode character categories in Section 4.5 of The Unicode Standard 15.1.0 , and the Unicode Character Database .","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Characters","id":"120","title":"Characters"},"121":{"body":"Tokens form the vocabulary of LambdaBuffers Frontend files. The classes of tokens are defined as follows. keyword -> 'module' | 'sum' | 'prod' | 'record' | 'opaque' | 'class' | 'instance' | 'import' | 'qualified' | 'as'\nmodulename -> uppercamelcase\nlongmodulename -> modulealias modulename\ntypename -> uppercamelcase\nfieldname -> lowercamelcase\\keyword\nlongtypename -> modulealias typename\nvarname -> lowers\\keyword\npunctuation -> '<=' | ',' | '(' | ')' | '{' | '}' | ':' | ':-' | '=' | '|'\nclassname -> uppercamelcase\nlongclassname -> modulealias uppercamelcase where uppercamelcase -> upper { alphanum }\nlowercamelcase -> lower { alphanum }\nmodulealias -> { uppercamelcase '.' }\nlowers -> lower { lower } Input files are broken into tokens which use the maximal munch rule i.e., at each point, the next token is the longest sequence of characters that form a valid token. spaces or line comments are ignored except as it separates tokens that would otherwise combine into a single token.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Lexical syntax","id":"121","title":"Lexical syntax"},"122":{"body":"A line comment starts with the terminal '--' followed by zero or more printable Unicode characters stopping at the first end of line ('\\n' or '\\r\\n').","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Line comments","id":"122","title":"Line comments"},"123":{"body":"A LambdaBuffers Frontend file defines a module that is a collection of data types, classes, instance clauses, and derive clauses. The overall layout of a LambdaBuffers Frontend file is: module -> 'module' longmodulename { import } { statement } The file must specify the module's longmodulename where its modulename must match the LambdaBuffers Frontend file's file name not including the .lbf extension. After, the file may contain a sequence of imports followed by a sequence of statements.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Syntax of LambdaBuffers Frontend files","id":"123","title":"Syntax of LambdaBuffers Frontend files"},"124":{"body":"Imports bring entities (types and classes) of other modules into scope. import -> 'import' [ 'qualified' ] longmodulename [ 'as' longmodulename ] [ importspec ]\nimportspec -> '(' [ { typename ',' } typename [','] ] ')' If importspec is omitted, then all entities specified in the module are imported; otherwise only the specified entities are imported.","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Import","id":"124","title":"Import"},"125":{"body":"Statements define types, classes, instance clauses, and derive clauses. statement -> typedef | classdef | instanceclause | deriveclause Type definitions Types may be either sum types, product types, record types, or opaque types. typedef -> prodtypedef | sumtypedef | recordtypedef | opaquetypedef Product type definition A product type definition defines a new product type. prodtypedef -> 'prod' typename { varname } '=' prod\nprod -> { typeexp }\ntypeexp -> varname | longtypename | '(' prod ')' Product type definitions instruct the code generator to generate a product type for the target language. Sum type definition A sum type definition defines a new sum type. sumtypedef -> 'sum' typename { varname } '=' sum\nsum -> sumconstructor { '|' sumconstructor }\nsumconstructor -> typename prod Sum type definitions instruct the code generator to generate a sum type for the target language. Record type definition A record type definition defines a new record type. recordtypedef -> 'record' typename { varname } '=' record\nrecord -> '{' [ field { ',' field } ] '}'\nfield -> fieldname ':' prod Record type definitions instruct the code generator to generate a record type for the target language. Opaque type definition An opaque type definition defines a new opaque type. opaquetypedef -> 'opaque' typename { varname } Opaque type definitions must map to existing types in the target language and it's up to the Codegen module to determine how that's exactly done. Class definition A class definition introduces a new class. classdef -> 'class' [ constraintexps '<=' ] classname { varname }\nconstraintexp -> classref { varname } | '(' constraintexps ')'\nconstraintexps -> [ constraintexp { ',' constraintexp } ] Class definitions communicate with the code generator the implementations that already exist (via instance clauses) or that one would like to generate (via derive clauses). Instance clause An instance clause specifies a type is an instance of a class. instanceclause -> 'instance' constraint [ ':-' constraintexps ]\nconstraint -> classref { typeexp } Instance clauses do not instruct the code generator to generate code, but instead instructs the compiler (semantic checking) that the target language environment provides type class implementations for the given type (provided that the given constraintexps also have implementations). Derive clause Derive clauses instruct the code generator to generate code for a type so that it is an instance of a class. deriveclause -> 'derive' constraint Note the code generation of a type for a class is implemented via builtin derivation rules (which developers may extend).","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Statement","id":"125","title":"Statement"},"126":{"body":"The summarized productions of a LambdaBuffers Frontend file is as follows. module -> 'module' longmodulename { import } { statement } import -> 'import' [ 'qualified' ] longmodulename [ 'as' longmodulename ] [ importspec ]\nimportspec -> '(' [ { typename ',' } typename [','] ] ')' statement -> typedef | classdef | instanceclause | deriveclause typedef -> prodtypedef | sumtypedef | recordtypedef | opaquetypedef prodtypedef -> 'prod' typename { varname } '=' prod\nprod -> { typeexp }\ntypeexp -> varname | longtypename | '(' prod ')' sumtypedef -> 'sum' typename { varname } '=' sum\nsum -> sumconstructor { '|' sumconstructor }\nsumconstructor -> typename prod recordtypedef -> 'record' typename { varname } '=' record\nrecord -> '{' [ field { ',' field } ] '}'\nfield -> fieldname ':' prod opaquetypedef -> 'opaque' typename { varname } classdef -> 'class' [ constraintexps '<=' ] classname { varname }\nconstraintexp -> classref { varname } | '(' constraintexps ')'\nconstraintexps -> [ constraintexp { ',' constraintexp } ] instanceclause -> 'instance' constraint [ ':-' constraintexps ]\nconstraint -> classref { typeexp } deriveclause -> 'derive' constraint","breadcrumbs":"LambdaBuffers Frontend (.lbf) syntax » Syntax reference","id":"126","title":"Syntax reference"},"127":{"body":"The Compiler component sits between the Frontend component and the code generation component named Codegen . The purpose of the Compiler is to perform various checks on the Compiler input provided by the Frontend ensuring that supplied type, class and instance clause definitions are valid or otherwise communicate any error conditions determined during processing. The end goal of the Compiler is to ensure that the Codegen component is capable of processing the Compiler Output by providing correct and complete information.","breadcrumbs":"Compiler » LambdaBuffers Compiler","id":"127","title":"LambdaBuffers Compiler"},"128":{"body":"The Compiler operates on the Compiler Input message specified in the compiler.proto Google Protocol Buffers schema - enabling, any Frontend to interface with the Compiler in a language agnostic manner. Similarly, the Compiler Output message is also specified in the compiler.proto Google Protocol Buffers schema that is then consumed by Codegen modules, able to be written in any programming environment capable of communicating via Google Protocol Buffers . Refer to the Compiler Proto documentation for more information.","breadcrumbs":"Compiler » Compiler Interface","id":"128","title":"Compiler Interface"},"129":{"body":"The first step the Compiler performs is kind checking and inference on type definitions provided by the Frontend and otherwise raises kind checking errors . When successful, the Compiler outputs a Compiler Output that annotates each type term with kind information. In standard type checking terminology LambdaBuffers 'terms' are abstract data type declarations and their 'types' are kinds . Currently, the Compiler accepts: type terms of kind Type (such as Int or Bool), type function terms of kind Type → Type (such as Maybe or Either - though note that type functions are not \"first class\" in the sense that they cannot be passed as arguments to other type functions). There are future plans to expand this to Higher Kinded Types (such as MaybeT, StateT etc - i.e. types parameterized on type function terms) - subject to research into Codegen of such types in the target languages. The Compiler supports recursive types. All LambdaBuffers type variables terms must be monomorphically kinded, with polymorphic kinds defaulting to monomorphic ones. For example Phantom a = Phantom would resolve to the monomorphic kind Type → Type rather than the polymorphic kind ∀a. a → Type.","breadcrumbs":"Compiler » Checking Type Definitions","id":"129","title":"Checking Type Definitions"},"13":{"body":"You can inspect the generated libraries using Nix: ❯ nix build .#lbf-prelude-plutarch\n❯ find result/autogen/\nresult/autogen/\nresult/autogen/LambdaBuffers\nresult/autogen/LambdaBuffers/Prelude\nresult/autogen/LambdaBuffers/Prelude/Plutarch.hs ❯ nix build .#lbf-plutus-plutarch\n❯ find result/autogen/\nresult/autogen/\nresult/autogen/LambdaBuffers\nresult/autogen/LambdaBuffers/Plutus\nresult/autogen/LambdaBuffers/Plutus/V2\nresult/autogen/LambdaBuffers/Plutus/V2/Plutarch.hs\nresult/autogen/LambdaBuffers/Plutus/V1\nresult/autogen/LambdaBuffers/Plutus/V1/Plutarch.hs","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Inspecting the generated output","id":"13","title":"Inspecting the generated output"},"130":{"body":"The kind checker is designed around a simply typed lambda calculus type system with inference via unification ( John Alan Robinson's unification algorithm is being currently used). We've also introduced a let binding rule that allows later additions to the typing context. The typing rules are the following: x : σ ∈ Γ\n----------- [Variable] Γ ⊢ x : σ Γ,x:σ ⊢ e:τ\n------------------------ [Abstraction] Γ ⊢ (λ x:σ. e):(σ → τ) Γ ⊢ x:(σ → τ) Γ ⊢ y:σ\n------------------------- [Application] Γ ⊢ x y : τ Γ ⊢ e₁:σ Γ, e₁ : σ ⊢ e₂:τ\n----------------------------- [Let] Γ ⊢ let x = e₁ in e₂ : τ The type checking strategy is as follows: A context is built from the type definitions. Type variables which are not annotated with any further kind information are defaulted to be of kind Type. The RHS of the type terms are converted into their Sums of Products canonical representation. The variables from the left hand side of the term are introduced to the right hand side as abstractions. The derivation for each term is built. Then the unification tries to find a solution. Terms for which unification cannot find a consistent derivation are deemed incorrect and a kind checking error is thrown. Note that currently all of the inferred kinds have a restriction to be monomorphic - therefore no free or universally quantified variables can appear in the final kind signature.","breadcrumbs":"Compiler » Kind Checker","id":"130","title":"Kind Checker"},"131":{"body":"In addition to kind checking , the Compiler could perform a special check for types to determine their cardinality. This is especially useful to catch and report on non inhabited types that users might define. For example, data F a = F (F a) declares a non-inhabited recursive type that can't be constructed. LambdaBuffers Compiler SHOULD reject such types as they can't possibly be constructed and generated typeclass instances would in turn be ill-defined. This problem is equivalent to a problem of calculating graph components .","breadcrumbs":"Compiler » Checking Type Cardinality","id":"131","title":"Checking Type Cardinality"},"132":{"body":"Finally, the compiler should be able to normalize expressions. For example, it may be possible to define a data type in the schema language in a form similar to: data G a = G ((Either) ((Maybe) a) Int), where the bracketing indicates the order of application within the term. The example term would normalize to data G a = G (Either (Maybe a) Int) - resulting in a cleaner (and more performant) code generation.","breadcrumbs":"Compiler » Normalizing Type Definitions","id":"132","title":"Normalizing Type Definitions"},"133":{"body":"The Compiler should, if possible, ensure that all instance declarations for schemata are derivable using hard-coded derivation axioms. Other schema languages support generating type definitions in many languages from a single definition in the schema language. One key feature that sets LambdaBuffers apart from these alternatives is support for typeclasses , which enable the generation of ad-hoc polymorphic functions that operate on types generated from LambdaBuffers schemata. The LambdaBuffers schema language doesn't allow users to specify typeclass instance implementations themselves. Users, instead, will write instance clauses as part of the schema definition, and the LambdaBuffers code generator will derive these declared instances when generating code. Two important consequences of this design decision are: All instances must be derived structurally . As an example, consider the arbitrary product type data P a b = P a b. The semantics of the generated instance (i.e. the behavior of the generated code) must be determinable from the structure of the type - that it is a product - and the instances for its arguments a and b, and by those features alone. (Since a and b are type variables here, writing a direct instance for any interesting class is likely impossible, so LambdaBuffers supports constrained instances such as instance (C a, C b) => C (P a b)) All instances must be uniform across supported languages . Because the LambdaBuffers Codegen component (and not the user) is responsible for generating instances, we must ensure that the codegen component is suitably equipped to generate instances in each language that exhibit behavior which is, to the greatest extent possible, equivalent to the behavior of generated instances in any other language. We must have an extensive test quite to verify uniform behavior of generated instances. In languages with a typeclass system (Haskell, PureScript) or equivalent (Rust's Traits), we will utilize the existing system and should (to the extent that doing so is feasible) utilize existing typeclasses and instances from commonly used or standard libraries. In languages lacking a type system that is sufficiently rich to express typeclass relations, we will generate instances using idiomatic language features. (The details will depend on the particular language.)","breadcrumbs":"Compiler » Checking Typeclass Definitions and Instance Clauses","id":"133","title":"Checking Typeclass Definitions and Instance Clauses"},"134":{"body":"","breadcrumbs":"Compiler » Missing link","id":"134","title":"Missing link"},"135":{"body":"NOTE: The implementation of the code generation framework is still in early stages and will likely undergo substantial changes as development continues. This document serves to outline general principles that any implementation of the LambdaBuffers code generation framework ought to adhere to.","breadcrumbs":"Codegen » LambdaBuffers Codegen","id":"135","title":"LambdaBuffers Codegen"},"136":{"body":"Modular & reusable components Ergonomic interface Extensible to new opaque types Extensible to new type classes","breadcrumbs":"Codegen » Requirements","id":"136","title":"Requirements"},"137":{"body":"Because the code generation modules for each target language will almost certainly constitute the bulk of the final LambdaBuffers codebase, it is essential that components of the code generation framework be as modular and reusable as is practicable. Although each target language has its own distinct syntax and semantics, many syntactic forms exist in multiple target languages. For example, Haskell and PureScript both use a comma-separated set enclosed in square brackets (e.g. [1,2,3]) to represent a List _/[_] value, while Rust uses a similar form (in conjunction with a macro, e.g. vec![1,2,3]) to represent a Vector<_> value. To reduce redundant and superfluous code, common syntactic patterns such at this should be abstracted out into a set of functions that can be reused across languages.","breadcrumbs":"Codegen » Modular & Reusable Components","id":"137","title":"Modular & Reusable Components"},"138":{"body":"While the LambdaBuffers team will support a finite set of specific target languages, adding support for an additional language should be as painless as possible (ceteris paribus) to encourage and facilitate open source contributions by third parties. A basic set of tools which can be used to write code generation modules for any target language should be developed, and all code generation modules written by the LambdaBuffers team should employ those tools (in order to provide a robust set of examples for future contributors, among other benefits).","breadcrumbs":"Codegen » Ergonomic Interface","id":"138","title":"Ergonomic Interface"},"139":{"body":"Users and contributors should be able to easily extend the default set of supported opaque types to support additional opaque types. In the context of code generation, this means: Users should have the ability to specify the target type for a given opaque type in the target language (including the package or module that contains the target type if the target type is not part of the language's standard library). Because type class instances must be derived structurally, and because an opaque type is by definition a type with no visible internal structure, users should be provided with an ergonomic interface for noting the presence of a type class instance for an opaque type's target type in a particular language (if the instance exists in the standard library), or for referring to the module where such an instance is located (if the instance is defined in a library or by the user in one of their own modules).","breadcrumbs":"Codegen » Extensible to New Opaque Types","id":"139","title":"Extensible to New Opaque Types"},"14":{"body":"The set of imports a Plutarch program using LambdaBuffers would typically need is the following: import LambdaBuffers.Plutus.V1.Plutarch ()\nimport LambdaBuffers.Plutus.V2.Plutarch ()\nimport LambdaBuffers.Prelude.Plutarch ()\nimport LambdaBuffers.Runtime.Plutarch ()\nimport Plutarch ()\nimport Plutarch.Prelude ()\nimport Plutarch.Api.V1 ()\nimport Plutarch.Api.V2 () LambdaBuffers.Plutus.V1.Plutarch is a module generated from Plutus.V1 LambdaBuffers schema and provided by the lbf-plutus-plutarch runtime library. LambdaBuffers.Plutus.V2.Plutarch is a module generated from Plutus.V2 LambdaBuffers schema and provided by the lbf-plutus-plutarch runtime library. LambdaBuffers.Prelude.Plutarch is a module generated from Prelude LambdaBuffers schema and provided by the lbf-prelude-plutarch runtime library. LambdaBuffers.Runtime.Plutarch is a module provided by the lbr-plutarch runtime library. Generated Plutarch module for a LambdaBuffers schema Foo/Bar.lbf (ie. Foo.Bar) is stored at Foo/Bar/Plutarch.hs","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Haskell modules","id":"14","title":"Haskell modules"},"140":{"body":"Users and contributors should be able to easily extend the default set of supported type classes to support additional type classes and facilitate the derivation of instances for newly defined classes. In practice, the type class code generation machinery must consist of two distinct parts: First, a set of deriving rules which correspond to instances that already exist (in some module or in a language's standard library/prelude). Second, code generation functions that operate on user-defined types which satisfy those rules. Each of these parts should be ergonomic, well-documented, and the implementation of the default set of supported type classes ought to be thoroughly commented in order that users have a diverse set of real examples to work from.","breadcrumbs":"Codegen » Extensible to New Type Classes","id":"140","title":"Extensible to New Type Classes"},"141":{"body":"LambdaBuffers consists of three runtime command line interface components: lambda-buffers-frontend-cli lambda-buffers-compiler-cli lambda-buffers-codegen-cli The Frontend CLI orchestrates work between the user and the Compiler and Codegen components. It's desirable to have both the Compiler CLI and the Codegen CLI subject to a strict API with a specified set of flags to enable CLI implementation from various sources. This would be especially helpful with Codegen modules that bring about support for new targets, opaque types and typeclasses.","breadcrumbs":"Command line interface » LambdaBuffers Command Line Interface","id":"141","title":"LambdaBuffers Command Line Interface"},"142":{"body":"Legend: 🟢 Available (grading added in some cases spanning: Bad, Average, Good, Excellent) 🟡 In development 🔵 Potential future feature 🔴 Not currently available ❔ Not clear Feature Proto Buffers ADL JSON Schema Lambda Buffers CDDL ASN.1 Sum types 🟢 🟢 🔴 🟢 🟢 🟢 Record types 🟢 🟢 🟢 🟢 🟢 🟢 Product types 🔴 🔴 🔴 🟢 ❔ 🔴 Recursive types 🟢 🟢 🔴 🟢 🟢 ❔ Parameterized types (generic types) 🔴 🟢 🔴 🟢 🟢 🔴 Type annotations/constraints 🟢 🟢 🟢 🔵 🟢 🟢 Add new builtin types 🔴 🟢 🔴 🟢 🔴 🔴 Add new type semantics (e.g. different encodings) 🟢 🟢 🔴 🟢 🔴 🟢 Manage type semantics (at language level) 🔴 🔴 🔴 🟢 🔴 🔴 Codegen support 🟢 (Excellent) 🟢 (Average) 🟢 (Excellent) 🟡 🟢 (Bad) 🟢 (Average) DevOps tooling - build system integration 🟢 🔴 ❔ 🟡 🔴 🔴 Documentation tooling 🟢 🔴 🟢 🔵 🔴 ❔ Formatting, linting, and development environment tools 🟢 🔴 🟢 🟢 🔴 🔴 Language checker API 🟢 🔴 🟢 🟢 🔴 🔴 Codegen API 🟢 🟢 🔴 🟢 🔴 🔴 Language specification 🟢 🟢 🟢 🟢 🟢 🟢 Backwards compatibility strategy 🟢 🔴 🔴 🔴 🔴 🔴","breadcrumbs":"Comparison matrix » Comparison Matrix","id":"142","title":"Comparison Matrix"},"143":{"body":"","breadcrumbs":"Comparison matrix » Descriptions","id":"143","title":"Descriptions"},"144":{"body":"Types of the form Time = Present | Past | Future, which allow a type do be constructed by one of many variants. Think Rust's enums.","breadcrumbs":"Comparison matrix » Sum Types","id":"144","title":"Sum Types"},"145":{"body":"Types of the form Person = MkPerson Age Name, where MkPerson is of Kind Type->Type->Type. Product types combine multiple elements into one data type without tagging the elements.","breadcrumbs":"Comparison matrix » Product Types","id":"145","title":"Product Types"},"146":{"body":"Types of the form Person = MkPerson { age :: Age, name :: Name }. Record types are similar to structs in most programming languages.","breadcrumbs":"Comparison matrix » Record Types","id":"146","title":"Record Types"},"147":{"body":"Recursive types are defined by the presence of the LHS type in its RHS definition. A classic example is: List a = Nil | Cons a (List a)\n^^^^^^ ^^^^^^","breadcrumbs":"Comparison matrix » Recursive Types","id":"147","title":"Recursive Types"},"148":{"body":"Type functions allow for the introduction of type variables in the LHS definition of the term - creating a parametrised type definition. The classic example is Maybe a which is the equivalento of Option <A> in rust: Maybe a = Nothing | Just a Using the above type definition we can now define another type that uses Maybe and instantiates it to use Integer Time_Saved_via_LambdaBuffers = Maybe Integer","breadcrumbs":"Comparison matrix » Parameterized Types (Generics)","id":"148","title":"Parameterized Types (Generics)"},"149":{"body":"There exists a system of constraining or further annotating types - enriching the type's specification.","breadcrumbs":"Comparison matrix » Type Annotations / Constraints","id":"149","title":"Type Annotations / Constraints"},"15":{"body":"Plutarch backend doesn't support recursive type definitions unfortunately (see #131). The following will not work: module ModuleWithRecursiveType import Prelude (Eq)\nimport Plutus.V1 (PlutusData) sum List a = Cons a (List a) | Nil\nderive Eq (List a)\nderive PlutusData (List a) Additionally, LambdaBuffers record types are mapped to Plutarch product types: module ModuleWithARecordType import Prelude (Eq, Integer, Bool)\nimport Plutus.V1 (PlutusData) record Foo = { bar: Integer, baz: Bool }\nderive Eq Foo\nderive PlutusData Foo Essentially, the record definitions are 'degraded' into product types such that the order of product fields is the order of record fields as they are defined at source. For example the Foo record defined above would have no difference in Plutarch if it was defined as product Foo below: prod Foo = Integer Bool The Plutarch backend doesn't support the use of Char, Text, Bytes (there's a Plutus.V1.Bytes), Set and Map (there's a Plutus.V1.Map) from LambdaBuffers Prelude module.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Restrictions","id":"15","title":"Restrictions"},"150":{"body":"Refer to design document .","breadcrumbs":"Comparison matrix » Add New Built-in Types","id":"150","title":"Add New Built-in Types"},"151":{"body":"Refer to the design document .","breadcrumbs":"Comparison matrix » Add New Type Semantics","id":"151","title":"Add New Type Semantics"},"152":{"body":"Refer to the design document ..","breadcrumbs":"Comparison matrix » Manage Type Semantics (at Language Level)","id":"152","title":"Manage Type Semantics (at Language Level)"},"153":{"body":"Codegen support relates to the language being able to generate types for other programming languages.","breadcrumbs":"Comparison matrix » Codegen Support","id":"153","title":"Codegen Support"},"154":{"body":"The framework/language provides a seamless way of integrating with normal build tools and systems (eg. Bazel, Nix, etc.).","breadcrumbs":"Comparison matrix » DevOps Tooling - Build System Integration","id":"154","title":"DevOps Tooling - Build System Integration"},"155":{"body":"The language can generate human readable documentation in an easy to share and view format. For example HTML, or Markdown.","breadcrumbs":"Comparison matrix » Documentation Tooling","id":"155","title":"Documentation Tooling"},"156":{"body":"Tools that allow formatting, linting, and automating standardisation of the language specific files.","breadcrumbs":"Comparison matrix » Formatting, Linting, and Development Environment Tools","id":"156","title":"Formatting, Linting, and Development Environment Tools"},"157":{"body":"The language checker component exposes an API to interface with itself in a language agnostic manner.","breadcrumbs":"Comparison matrix » Language Checker API","id":"157","title":"Language Checker API"},"158":{"body":"The language codegen component exposes an API to interface with itself in a language agnostic manner.","breadcrumbs":"Comparison matrix » Codegen API","id":"158","title":"Codegen API"},"159":{"body":"There exists a well defined language specification document.","breadcrumbs":"Comparison matrix » Language Specification","id":"159","title":"Language Specification"},"16":{"body":"","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Plutarch","id":"16","title":"Plutarch"},"160":{"body":"The language makes certain backwards compatibility guarantees between versions of the same type definition.","breadcrumbs":"Comparison matrix » Backwards Compatibility Strategy","id":"160","title":"Backwards Compatibility Strategy"},"161":{"body":"https://json-schema.org/implementations.html https://www.rfc-editor.org/rfc/rfc8610 https://github.com/timbod7/adl https://www.itu.int/en/ITU-T/asn1/Pages/introduction.aspx https://protobuf.dev/ https://github.com/dcSpark/cddl-codegen","breadcrumbs":"Comparison matrix » References","id":"161","title":"References"},"162":{"body":"Our project was funded by Catalyst. As a proof of completion, we collected our reports of finished Catalyst projects here: Catalyst 9 reports Milestone 1: Research Milestone 2: End to end proof of concept Milestone 3: Testing and documentation Milestone 4: Project adoption Catalyst 10 reports Milestone 1: Rust support","breadcrumbs":"Catalyst reports » Catalyst reports","id":"162","title":"Catalyst reports"},"163":{"body":"Milestone 1: Research Milestone 2: End to end proof of concept Milestone 3: Testing and documentation Milestone 4: Project adoption","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Catalyst 9 reports","id":"163","title":"Catalyst 9 reports"},"164":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » Catalyst milestone 1: Research","id":"164","title":"Catalyst milestone 1: Research"},"165":{"body":"A report summarizing user interviews and containing a qualitative analysis of the discovered use cases. STATUS : Done (#17) An interview with 3 MLabs engineers was performed (1.5h) who's work span multiple Cardano dApp projects. Their feedback is made available in the repo. Additionally, a survey was sent out to MLabs engineers and their feedback is made available in the repo. An architecture design document. STATUS : Done (#17) Extensive documentation on design , compiler and codegen is made available in the repo. A language specification document elaborating on the data type model features. STATUS : Done (#17) Extensive documentation on design , compiler and codegen is made available in the repo. A related work document comparing the proposed technology via a feature matrix with others in the same space. STATUS : Done (#17, #18) Document comparing different schema techologies to LambdaBuffers is made available in the repo An initial compiler implementation that performs some basic checks in accordance with the language specification. STATUS : Done (#10) The initial compiler implementation perform kind checking is made available in the repo.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » Outputs","id":"165","title":"Outputs"},"166":{"body":"At least 3 users/projects have been interviewed about their desired use case for this technology. An interview with 3 MLabs engineers was performed (1.5h) who's work span multiple Cardano dApp projects. Their feedback is made available in the repo. Additionally, a survey was sent out to MLabs engineers and their feedback is made available in the repo. The architecture design document is completed and available in the project repository. Extensive documentation on design , compiler and codegen is made available in the repo. The initial compiler implementation is completed, capturing SOME of the intended language semantics as described in the Language Specification The initial compiler implementation perform kind checking is made available in the repo.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » Acceptance Criteria","id":"166","title":"Acceptance Criteria"},"167":{"body":"Completed and reviewed design document is available in the project repository. Extensive documentation on design , compiler and codegen is made available in the repo. Completed and reviewed initial version of the compiler command line tool made available in the project repository. The Frontend CLI called lambda-buffers-frontend-cli is made available in the repo and is currently able to parse, validate and format .lbf documents that contain the LambdaBuffers type modules: lambda-buffers/lambda-buffers-frontend$ cabal run Usage: lambda-buffers-frontend-cli COMMAND LambdaBuffers Frontend command-line interface tool Available options: -h,--help Show this help text Available commands: compile Compile a LambdaBuffers Module (.lbf) format Format a LambdaBuffers Module (.lbf) There's ongoing work to integrate the Compiler CLI in the Frontend CLI. Test case: Compiler is able to validate a schema that uses a subset of types and capabilities from the spec. Both the Frontend and the Compiler components are accompanied by a test suite that is routinely run by the projects' CI system. A corpus of lbf files is made available in the repo and used in the test suite to ensure correct document handling. The compiler tests on the kind checking machinery is also made available in the repo.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » Evidence of Milestone Completion","id":"167","title":"Evidence of Milestone Completion"},"168":{"body":"Catalyst project sheet","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 1: Research » References","id":"168","title":"References"},"169":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Catalyst milestone 2: End to end proof of concept","id":"169","title":"Catalyst milestone 2: End to end proof of concept"},"17":{"body":"Plutarch backend supports all types from the LambdaBuffers Plutus schema library, as to enable full featured Plutus script development. Additionally, it also supports some types from the LambdaBuffers Prelude schema library, namely Bool, Integer, Maybe, Either and List. module Foo sum Sum = Some a | Nothing record Record a = { foo : Bytes, bar: a\n} prod Product a = Bytes a translates into Plutarch equivalent: module LambdaBuffers.Foo.Plutarch (Sum(..), Record(..), Product(..)) where import qualified LambdaBuffers.Plutus.V1.Plutarch\nimport qualified LambdaBuffers.Prelude.Plutarch\nimport qualified LambdaBuffers.Runtime.Plutarch\nimport qualified Plutarch\nimport qualified Plutarch.Bool\nimport qualified Plutarch.Builtin\nimport qualified Plutarch.Internal.PlutusType\nimport qualified Plutarch.Prelude\nimport qualified Plutarch.Show\nimport qualified Plutarch.TryFrom\nimport qualified Plutarch.Unsafe data Sum (a :: PType) (s :: Plutarch.S) = Sum'Some (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) | Sum'Nothing deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow data Record (a :: PType) (s :: Plutarch.S) = Record (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow data Product (a :: PType) (s :: Plutarch.S) = Product (Plutarch.Term s (Plutarch.Builtin.PAsData LambdaBuffers.Plutus.V1.Plutarch.Bytes)) (Plutarch.Term s (Plutarch.Builtin.PAsData PAsData)) deriving stock GHC.Generics.Generic deriving anyclass Plutarch.Show.PShow","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Type definition mapping","id":"17","title":"Type definition mapping"},"170":{"body":"A configuration DSL for specifying domain data types. LambdaBuffers Frontend supports specifying modules with type definitions with opaque , product/record and sum types. Additionally, type class definitions are supported as well as type class rule definitions using the 'instance clause' and 'derive' syntax. Refer to the standard LambdaBuffers library lbf-base to get a sense of what the language looks like. A compiler tool that outputs the interpreted configuration. The Compiler is exposed via an Google Protobuffers based API . The Codegen shares the same API types and is exposed in a similar fashion. The Frontend communicates with these components via the API. The API documentation is made available via LambdaBuffers Github Pages . A Codegen module that takes in the interpreted configuration and outputs a Haskell+PlutusTx (was Plutarch) Cabal project containing all the types and necessary type class wiring. The module implementation is in lambda-buffers-codegen/src/LambdaBuffers/Codegen/Haskell . The auto-generated Haskell files can be viewed in lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers . Codegen module outputs Haskell type definitions, and Prelude.Eq and PlutusTx.ToData type class implementations automatically. Plutarch Codegen module is suspended for the current milestone (as communicated with the Catalyst team). Plutarch is a Haskell EDSL for writing Plutus (UPLC) programs, and can be considered a completely separate backend/target language. A Codegen module that takes in the interpreted configuration and outputs a Purescript+CTL Spago project containing all the types and necessary wiring. The module implementation is in lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript . The auto-generated Purescript files can be viewed in lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers . Codegen module outputs Purescript type definitions and Prelude.Eq and Ctl.Internal.ToData type class implementations.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Outputs","id":"170","title":"Outputs"},"171":{"body":"The generated Haskell+Plutarch Cabal project can successfully be built. The generated Purescript+CTL Spago project can successfully be built. All the above codegen modules are reviewed and made available in the project repository.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Acceptance Criteria","id":"171","title":"Acceptance Criteria"},"172":{"body":"Project repository is equipped with continuous integration tooling. The repository has been consistently built with HerculesCI since the beginning. Completed and reviewed Haskell+Plutarch codegen module is made available in the project repository and the CI builds it successfully. The auto-generated Haskell files can be viewed in lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers . Additionally, the auto generated Haskell files used during the demo can be found in experimental/plutustx-env/autogen/LambdaBuffers . Codegen module outputs Haskell type definitions, and Prelude.Eq and PlutusTx.ToData type class implementations automatically. Plutarch Codegen module is suspended for the current milestone (as communicated with the Catalyst team). Plutarch is a Haskell EDSL for writing Plutus (UPLC) programs, and can be considered a completely separate backend/target language. Completed and reviewed Purescript+CTL codegen module is made available in the project repository and the CI builds it successfully. The module implementation is in lambda-buffers-codegen/src/LambdaBuffers/Codegen/Purescript . The auto-generated Purescript files can be viewed in lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers . Additionally, the auto generated Purescript files used during the demo can be found in experimental/ctl-env/autogen/LambdaBuffers . Codegen module outputs Purescript type definitions and Prelude.Eq and Ctl.Internal.ToData type class implementations. Test case: Compiler is able to output a valid module with types from a schema in Haskell+Plutarch. The auto-generated Haskell files can be viewed in lambda-buffers-codegen/data/goldens/haskell-autogen/LambdaBuffers . Test case: Compiler is able to output a valid module with types from a schema in PureScript. The auto-generated Purescript files can be viewed in lambda-buffers-codegen/data/goldens/purescript-autogen/LambdaBuffers .","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Evidence of Milestone Completion","id":"172","title":"Evidence of Milestone Completion"},"173":{"body":"Introduction, working with the LambdaBuffers CLI tools and Frontend overview. https://www.youtube.com/watch?v=KnznwIdkFLM Codegen into Haskell https://www.youtube.com/watch?v=WhZU66fcnig Codegen into Purescript https://www.youtube.com/watch?v=tXnjt5h7D9w Demo files: LambdaBuffers Citizen.lbf module. Purescript demo files ctl-env . Haskell demo files plutustx-env .","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » Demo recordings","id":"173","title":"Demo recordings"},"174":{"body":"Catalyst project sheet","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 2: End to end proof of concept » References","id":"174","title":"References"},"175":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Catalyst milestone 3: Testing and documentation","id":"175","title":"Catalyst milestone 3: Testing and documentation"},"176":{"body":"A test suite checking for correct mapping from schema data types to PlutusData encodings against a known-good corpus of such mappings (golden tests). A dedicated lbt-plutus test suite was implemented for both Haskell and Purescript backends. They leverage both golden unit testing approach and randomized property based testing to assert the essential properties of the LambdaBuffers Plutus package: Plutus.V1.PlutusData derivation tests Golden unit tests: forall (golden : Days.Day.*.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden Property tests: forall (x : Foo.*): (fromPlutusData . toPlutusData) x == x Plutus.V1.PlutusData instance tests Golden unit tests: forall (golden : *.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden A test suite checking for roundtrip compatibility between codegened target environments. A dedicated lbt-plutus test suite was implemented for both Haskell and Purescript backends. A dedicated lbt-prelude test suite was implemented for both Haskell and Purescript backends. Both include golden unit tests that provide assurances that these backends implement the LambdaBuffers packages in a mutually compatible manner. A modular and contract-based test suite architecture streamlining codegen testing compliance for any of the supported typeclasses. A testing strategy was devised and implemented where each supported backend must implement the lbt (ie. a LambdaBuffers test suite) for the corresponding LambdaBuffers package. A package is a collection of LambdaBuffers schemas and their associated runtime libraries. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Haskell runtime library is in runtimes/haskell/lbr-prelude Purescript runtime library is in runtimes/purescript/lbr-prelude Haskell test suite is in testsuites/lbt-prelude/lbt-prelude-haskell Purescript test suite is in testsuites/lbt-prelude/lbt-prelude-purescript LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Haskell runtime library is in runtimes/haskell/lbr-plutus Purescript runtime library is in runtimes/purescript/lbr-plutus Haskell test suite is in testsuites/lbt-plutus/lbt-plutus-haskell Purescript test suite is in testsuites/lbt-plutus/lbt-plutus-purescript A document mapping the schema data types and typeclasses to their corresponding code-generated variants in the target environments. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Outputs","id":"176","title":"Outputs"},"177":{"body":"The test suites are passing for the Haskell+PlutusTx codegen module. CI targets: checks.x86_64-linux.\"check-lbt-prelude-haskell:test:tests\" checks.x86_64-linux.\"check-lbt-plutus-haskell:test:tests\" The test suites are passing for the Purescript+CTL codegen module. CI targets: checks.x86_64-linux.\"purescript:lbt-plutus:check\" checks.x86_64-linux.\"purescript:lbt-prelude:check\" The “Mappings” document is made available in the project repository. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Acceptance Criteria","id":"177","title":"Acceptance Criteria"},"178":{"body":"The completed and reviewed test suite implementation for Haskell+PlutusTx codegen module is made available in the project repository. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Haskell runtime library is in runtimes/haskell/lbr-prelude Haskell test suite is in testsuites/lbt-prelude/lbt-prelude-haskell LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Haskell runtime library is in runtimes/haskell/lbr-plutus Haskell test suite is in testsuites/lbt-plutus/lbt-plutus-haskell The completed and reviewed test suite implementation for Purescript+CTL codegen module is made available in the project repository. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Purescript runtime library is in runtimes/purescript/lbr-prelude Purescript test suite is in testsuites/lbt-prelude/lbt-prelude-purescript LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Purescript runtime library is in runtimes/purescript/lbr-plutus Purescript test suite is in testsuites/lbt-plutus/lbt-plutus-purescript The “Mappings” document is made available in the project repository. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation. Test case: Robust Test cases to catch edge conditions are added against a wide variety of schemas, and output in all codegen backends. Implemented as part of lbf (LambdaBuffers Frontend) test suite.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Evidence of Milestone Completion","id":"178","title":"Evidence of Milestone Completion"},"179":{"body":"Catalyst project sheet","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » References","id":"179","title":"References"},"18":{"body":"Plutarch has a couple of fundamental type classes essential to its operations namely, PlutusType, PIsData, PTryFrom and PEq. PlutusType Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PlutusType serves to (de)construct Plutarch eDSL terms from Haskell 'native' terms. class PlutusType (a :: PType) where type PInner a :: PType pcon' :: forall s. a s -> Term s (PInner a) pmatch' :: forall s b. Term s (PInner a) -> (a s -> Term s b) -> Term s b Additionally, Plutarch enables specifying terms to have different 'value' representation, like Scott encoded terms or PlutusData encoded terms. This is what the PInner type family is used to specify. LambdaBuffers only cares about PlutusData encoded terms since we're using it to specify Plutus datum structures. The task is to generate a pcon' implementation such that we can construct Plutarch Terms that have some PInner representation of type PData, from Haskell 'native' values. The pcon' implementation must match the LB Plutus PlutusData encoding class standard, and so we'll use the same 'to Plutus data' specification to generate pcon' implementations. Constructing is always only one part of the story, there's also deconstruction that is captured by the pmatch' method. This method serves to 'pattern match' on a value that was already constructed using pcon' and dispatch said value to a provided continuation function. It's important to note that there's a subtle but important distinction to be made between the ptryFrom and pmatch' methods. pmatch' assumes that the value it receives is indeed correct, as it was constructed using the pcon' method. This means that pmatch' should never error, and if it does that means the implementation is wrong. ptryFrom is different, as it takes some PData and tries to parse it into a PType, but can fail. However, in LambdaBuffers, both of these methods follow the exact same logical pattern, and they correspond and can be generated using the from Plutus data specification. PTryFrom Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PTryFrom serves specify how PData is 'parsed' into a Plutarch type. N It's generally used to convert between Plutarch types, but that's a fairly general use case, and we generally use this class in a very narrow form to specify how PData is 'parsed' into a Plutarch type. class PSubtype a b => PTryFrom (a :: PType) (b :: PType) where type PTryFromExcess a b :: PType type PTryFromExcess a b = PTryFromExcess a (PInner b) ptryFrom' :: forall s r. Term s a -> ((Term s b, Reduce (PTryFromExcess a b s)) -> Term s r) -> Term s r default ptryFrom' :: forall s r. (PTryFrom a (PInner b), PTryFromExcess a b ~ PTryFromExcess a (PInner b)) => Term s a -> ((Term s b, Reduce (PTryFromExcess a b s)) -> Term s r) -> Term s r ptryFrom' opq f = ptryFrom @(PInner b) @a opq \\(inn, exc) -> f (punsafeCoerce inn, exc) There's some additionally features exhibited by this type class, most noteworthy is the PTryFromExcess type family that enables us specify the part of the structure that wasn't parsed and is left unexamined. It's a form of optimization that becomes very important if you have a very complex data type such as ScriptContext from the plutus-ledger-api. Apparently, a good intuition pump for this 'excess' business is that of a zipper . We focus on a certain part of a data structure, only ever providing links to other parts that are left un-examined. LambdaBuffers doesn't use this feature and sets the PTryFromExcess to a unit type, signaling that nothing is left unexamined. PIsData Printing an implementation for this class for a particular type is governed by derive Plutus.V1.PlutusData <type> statements in .lbf schemas. PIsData serves to track 'is it Plutus data encoded?' with types. newtype PAsData (a :: PType) (s :: S) = PAsData (Term s a) class PIsData a where pfromDataImpl :: Term s (PAsData a) -> Term s a default pfromDataImpl :: PIsData (PInner a) => Term s (PAsData a) -> Term s a pfromDataImpl x = punsafeDowncast $ pfromDataImpl (punsafeCoerce x :: Term _ (PAsData (PInner a))) pdataImpl :: Term s a -> Term s PData default pdataImpl :: PIsData (PInner a) => Term s a -> Term s PData pdataImpl x = pdataImpl $ pto x instance PIsData FooTrivial where pdataImpl = punsafeCoerce pfromDataImpl = punsafeCoerce instance PEq FooTrivial where (#==) = \\l r -> pdata l #== pdata r Due to generated types having a PAsData attached to them, be ready to use pdata and pfromData to switch between forms. PEq Printing an implementation for this class for a particular type is governed by derive Prelude.Eq <type> statements in .lbf schemas. PEq serves to track provide equality checks to Plutarch types. class PEq t where (#==) :: Term s t -> Term s t -> Term s PBool default (#==) :: (PGeneric t, PlutusType t, All2 PEq (PCode t)) => Term s t -> Term s t -> Term s PBool a #== b = gpeq # a # b infix 4 #== We don't generate an implementation from the LambdaBuffers 'equality spec', rather we delegate the equality check to the underlying 'PData' representations that all generated types have for performance. PShow All generated types have a PShow instance derived using the internal Plutarch deriving mechanism. PShow serves to stringify Plutarch types which is very useful during debugging.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Type class implementations","id":"18","title":"Type class implementations"},"180":{"body":"Each typeclass receives a Specification document that closely explains the required semantics for LB types (sum/products/records). Each backend receives a User documentation that elaborates on how the generated code is used.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Documentation strategy","id":"180","title":"Documentation strategy"},"181":{"body":"LambdaBuffers works with typeclasses, such as Eq, PlutusData and JSON. When a LB type has been declared with support for any of such typeclass, values of said types need to be handled in exactly the same manner as elaborated in the Specification for a given Typeclass in ALL support target language environments. Concretely, if a type Foo has been declared with support for JSON, and toJson and fromJson methods have been generated for target languages, they have to be in correspondence. module Foo import Prelude (Json) sum Foo = Bar Integer | Baz Text deriving Json Foo In Haskell and Purescript values of Foo would be Bar 1 and Baz \"baz\", and their respective JSON mappings would be {\"constructor\" : \"Bar\", \"product\" : [1]} and {\"constructor\" : \"Baz\", \"product\" : [\"baz\"]}.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Testing strategy","id":"181","title":"Testing strategy"},"182":{"body":"For each typeclass, we maintain a set of golden' files of known good/bad that lift into the target language withfromand write it back withto` into a separate file. Then we provide an assertion that these files are semantically 'equal' (for example JSON spaces don't matter and such). Example test: test/foo/Foo.lbf test/foo/json/bar.1.json test/foo/json/bar.2.json test/foo/json/baz.1.json test/foo/json/baz.2.json test/foo/json/haskell/bar.1.json test/foo/json/haskell/bar.2.json test/foo/json/haskell/baz.1.json test/foo/json/haskell/baz.2.json test/foo/json/purescript/bar.1.json test/foo/json/purescript/bar.2.json test/foo/json/purescript/baz.1.json test/foo/json/purescript/baz.2.json test/foo/plutusdata/bar.1.json test/foo/plutusdata/bar.2.json test/foo/plutusdata/baz.1.json test/foo/plutusdata/baz.2.json test/foo/plutusdata/haskell/bar.1.json test/foo/plutusdata/haskell/bar.2.json test/foo/plutusdata/haskell/baz.1.json test/foo/plutusdata/haskell/baz.2.json test/foo/plutusdata/purescript/bar.1.json test/foo/plutusdata/purescript/bar.2.json test/foo/plutusdata/purescript/baz.1.json test/foo/plutusdata/purescript/baz.2.json","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Testing encoding typeclasses: from . to goldens","id":"182","title":"Testing encoding typeclasses: from . to goldens"},"183":{"body":"sym :: (a :~: b) -> b :~: a trans :: (a :~: b) -> (b :~: c) -> a :~: c This could be done with goldens and randomized testing. However, goldens approach assumes a correct marshaling procedure while the randomized assumes generators. Perhaps having both makes sense.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » Testing equality typeclasses: symmetry and transitivity","id":"183","title":"Testing equality typeclasses: symmetry and transitivity"},"184":{"body":"Define the version 1 of Prelude and Plutus LBF libraries which MUST be supported Support the Json typeclass Codegen Runtime support Support the Plutarch backend Document typeclasses Eq PlutusData Json Document backends Sum/Product/Record type construction and deconstruction (Haskell, Purescript, Plutarch) Eq/Json/PlutusData typeclass use (Haskell, Purescript, Plutarch minus Json) Devise goldens Eq PlutusData Json Implement the test suite Provide assertions Hook to the CI","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 3: Testing and documentation » TODO (provide time estimates)","id":"184","title":"TODO (provide time estimates)"},"185":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Catalyst milestone 3: Testing and documentation","id":"185","title":"Catalyst milestone 3: Testing and documentation"},"186":{"body":"A test suite checking for correct mapping from schema data types to PlutusData encodings against a known-good corpus of such mappings (golden tests). A dedicated lbt-plutus test suite was implemented for both Haskell and Purescript backends. They leverage both golden unit testing approach and randomized property based testing to assert the essential properties of the LambdaBuffers Plutus package: Plutus.V1.PlutusData derivation tests Golden unit tests: forall (golden : Days.Day.*.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden Property tests: forall (x : Foo.*): (fromPlutusData . toPlutusData) x == x Plutus.V1.PlutusData instance tests Golden unit tests: forall (golden : *.pd.json): (toJson . toPlutusData . fromPlutusData . fromJson) golden == golden A test suite checking for roundtrip compatibility between codegened target environments. A dedicated lbt-plutus test suite was implemented for both Haskell and Purescript backends. A dedicated lbt-prelude test suite was implemented for both Haskell and Purescript backends. Both include golden unit tests that provide assurances that these backends implement the LambdaBuffers packages in a mutually compatible manner. A modular and contract-based test suite architecture streamlining codegen testing compliance for any of the supported typeclasses. A testing strategy was devised and implemented where each supported backend must implement the lbt (ie. a LambdaBuffers test suite) for the corresponding LambdaBuffers package. A package is a collection of LambdaBuffers schemas and their associated runtime libraries. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Haskell runtime library is in runtimes/haskell/lbr-prelude Purescript runtime library is in runtimes/purescript/lbr-prelude Haskell test suite is in testsuites/lbt-prelude/lbt-prelude-haskell Purescript test suite is in testsuites/lbt-prelude/lbt-prelude-purescript LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Haskell runtime library is in runtimes/haskell/lbr-plutus Purescript runtime library is in runtimes/purescript/lbr-plutus Haskell test suite is in testsuites/lbt-plutus/lbt-plutus-haskell Purescript test suite is in testsuites/lbt-plutus/lbt-plutus-purescript A document mapping the schema data types and typeclasses to their corresponding code-generated variants in the target environments. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Outputs","id":"186","title":"Outputs"},"187":{"body":"The test suites are passing for the Haskell+PlutusTx codegen module. CI targets: checks.x86_64-linux.\"check-lbt-prelude-haskell:test:tests\" checks.x86_64-linux.\"check-lbt-plutus-haskell:test:tests\" The test suites are passing for the Purescript+CTL codegen module. CI targets: checks.x86_64-linux.\"purescript:lbt-plutus:check\" checks.x86_64-linux.\"purescript:lbt-prelude:check\" The “Mappings” document is made available in the project repository. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Acceptance Criteria","id":"187","title":"Acceptance Criteria"},"188":{"body":"The completed and reviewed test suite implementation for Haskell+PlutusTx codegen module is made available in the project repository. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Haskell runtime library is in runtimes/haskell/lbr-prelude Haskell test suite is in testsuites/lbt-prelude/lbt-prelude-haskell LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Haskell runtime library is in runtimes/haskell/lbr-plutus Haskell test suite is in testsuites/lbt-plutus/lbt-plutus-haskell The completed and reviewed test suite implementation for Purescript+CTL codegen module is made available in the project repository. LambdaBuffers Prelude Schemas are available at libs/lbf-prelude Purescript runtime library is in runtimes/purescript/lbr-prelude Purescript test suite is in testsuites/lbt-prelude/lbt-prelude-purescript LambdaBuffers Plutus Schemas are available at libs/lbf-plutus Purescript runtime library is in runtimes/purescript/lbr-plutus Purescript test suite is in testsuites/lbt-plutus/lbt-plutus-purescript The “Mappings” document is made available in the project repository. LambdaBuffers to Haskell documentation. LambdaBuffers to Purescript documentation. Test case: Robust Test cases to catch edge conditions are added against a wide variety of schemas, and output in all codegen backends. Implemented as part of lbf (LambdaBuffers Frontend) test suite.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Evidence of Milestone Completion","id":"188","title":"Evidence of Milestone Completion"},"189":{"body":"Catalyst project sheet","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » References","id":"189","title":"References"},"19":{"body":"Let work through the Plutarch example available in the repo. First, please check the Getting started guide on how to prepare to work with the repo and setup Nix. Let's see what we have here: lambda-buffers/docs/plutarch ❯ find\n.\n./build.nix\n./cabal.project\n./hie.yaml\n./plutarch-example.cabal\n./app\n./app/Example.hs\n./api\n./api/Example.lbf\n./.envrc The salient bits we should focus on are: The LambdaBuffers .lbf schema in ./api/Example.lbf that describes the API types used by our little program, The Haskell Plutarch program in ./app/Example.hs that works with the API types. To inspect the generated library: lambda-buffers/docs/plutarch ❯ nix build .#lbf-plutarch-example-api\nlambda-buffers/docs/plutarch ❯ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Example\nautogen/LambdaBuffers/Example/Plutarch.hs The name of the generated library lbf-plutarch-example-api is set in the ./plutarch/build.nix Nix build file. However, it's not expected for users to need to do this. If you have any issue please reach out. Inspecting the Cabal file shows the standard runtime libraries we need: lambda-buffers/docs/plutarch ❯ cabal info .\n* plutarch-example-0.1.0.0 (program) Synopsis: LambdaBuffers Plutarch example Versions available: [ Not available from server ] Versions installed: [ Unknown ] Homepage: [ Not specified ] Bug reports: [ Not specified ] License: NONE Author: Drazen Popovic Maintainer: bladyjoker@gmail.com Source repo: [ Not specified ] Executables: plutarch-example Flags: dev Dependencies: base >=4.16, lbf-plutarch-example-api, lbf-plutus-plutarch, lbf-prelude-plutarch, lbr-plutarch, plutarch, plutarch-extra, text >=1.2 Cached: Yes Run the program: lambda-buffers/docs/plutarch ❯ cabal run\n\"Friends, peace and love!!!\" Take a look at the Example.hs to see how generated types are used, namely how they are constructed with pcon and deconstructed with pmatch (or pmatchC).","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Plutarch » Example","id":"19","title":"Example"},"190":{"body":"Each typeclass receives a Specification document that closely explains the required semantics for LB types (sum/products/records). Each backend receives a User documentation that elaborates on how the generated code is used.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Documentation strategy","id":"190","title":"Documentation strategy"},"191":{"body":"LambdaBuffers works with typeclasses, such as Eq, PlutusData and JSON. When a LB type has been declared with support for any of such typeclass, values of said types need to be handled in exactly the same manner as elaborated in the Specification for a given Typeclass in ALL support target language environments. Concretely, if a type Foo has been declared with support for JSON, and toJson and fromJson methods have been generated for target languages, they have to be in correspondence. module Foo import Prelude (Json) sum Foo = Bar Integer | Baz Text deriving Json Foo In Haskell and Purescript values of Foo would be Bar 1 and Baz \"baz\", and their respective JSON mappings would be {\"constructor\" : \"Bar\", \"product\" : [1]} and {\"constructor\" : \"Baz\", \"product\" : [\"baz\"]}.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Testing strategy","id":"191","title":"Testing strategy"},"192":{"body":"For each typeclass, we maintain a set of golden' files of known good/bad that lift into the target language withfromand write it back withto` into a separate file. Then we provide an assertion that these files are semantically 'equal' (for example JSON spaces don't matter and such). Example test: test/foo/Foo.lbf test/foo/json/bar.1.json test/foo/json/bar.2.json test/foo/json/baz.1.json test/foo/json/baz.2.json test/foo/json/haskell/bar.1.json test/foo/json/haskell/bar.2.json test/foo/json/haskell/baz.1.json test/foo/json/haskell/baz.2.json test/foo/json/purescript/bar.1.json test/foo/json/purescript/bar.2.json test/foo/json/purescript/baz.1.json test/foo/json/purescript/baz.2.json test/foo/plutusdata/bar.1.json test/foo/plutusdata/bar.2.json test/foo/plutusdata/baz.1.json test/foo/plutusdata/baz.2.json test/foo/plutusdata/haskell/bar.1.json test/foo/plutusdata/haskell/bar.2.json test/foo/plutusdata/haskell/baz.1.json test/foo/plutusdata/haskell/baz.2.json test/foo/plutusdata/purescript/bar.1.json test/foo/plutusdata/purescript/bar.2.json test/foo/plutusdata/purescript/baz.1.json test/foo/plutusdata/purescript/baz.2.json","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Testing encoding typeclasses: from . to goldens","id":"192","title":"Testing encoding typeclasses: from . to goldens"},"193":{"body":"sym :: (a :~: b) -> b :~: a trans :: (a :~: b) -> (b :~: c) -> a :~: c This could be done with goldens and randomized testing. However, goldens approach assumes a correct marshaling procedure while the randomized assumes generators. Perhaps having both makes sense.","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » Testing equality typeclasses: symmetry and transitivity","id":"193","title":"Testing equality typeclasses: symmetry and transitivity"},"194":{"body":"Define the version 1 of Prelude and Plutus LBF libraries which MUST be supported Support the Json typeclass Codegen Runtime support Support the Plutarch backend Document typeclasses Eq PlutusData Json Document backends Sum/Product/Record type construction and deconstruction (Haskell, Purescript, Plutarch) Eq/Json/PlutusData typeclass use (Haskell, Purescript, Plutarch minus Json) Devise goldens Eq PlutusData Json Implement the test suite Provide assertions Hook to the CI","breadcrumbs":"Catalyst reports » Catalyst 9 reports » Milestone 4: Project adoption » TODO (provide time estimates)","id":"194","title":"TODO (provide time estimates)"},"195":{"body":"Milestone 1: Rust support","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Catalyst 10 reports","id":"195","title":"Catalyst 10 reports"},"196":{"body":"","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Catalyst milestone 1: Rust support","id":"196","title":"Catalyst milestone 1: Rust support"},"197":{"body":"A LambdaBuffers code generation module that outputs type definitions and derived implementations in the Rust programming language given a LambdaBuffers schema. The module implementation is in lambda-buffers-codegen/src/LambdaBuffers/Codegen/Rust . A Rust library that implements the LambdaBuffers Prelude runtime. This module would include standardised JSON encoding and equality implementations for all declared type class instances in the schema. A Prelude library for Rust was implemented together with a separate library for Json trait instance derive macros. These can be found here: runtimes/rust/lbr-prelude runtimes/rust/lbr-prelude-derive A Rust test suite that assures the manually implemented and automatically generated implementations are consistent with the predefined LambdaBuffers Prelude golden data set of JSON files and perform correct implementation derivation. A test suite was implemented with automatically generated Rust types and trait implementations for Prelude types, it can be found here: testsuites/lbt-prelude/lbt-prelude-rust A Rust library that implements the LambdaBuffers Plutus runtime. This module would include standardised PlutusData encoding implementations for all declared type class instances in the Plutus schema. A standalone library was implemented (still in active development) with Plutus ledger types. LambdaBuffers runtime functionality is included in this library: plutus-ledger-api-rust . A Rust test suite that assures the manually implemented and automatically generated implementations are consistent with the predefined LambdaBuffers Plutus golden data set of PlutusData encoded files and perform correct implementation derivation. A test suite was implemented with automatically generated Rust types and trait implementations for Plutus types, it can be found here: testsuites/lbt-plutus/lbt-plutus-rust Nix devops modules (Nix API) for streamlining the LambdaBuffers code generation pipeline to Rust. New flake modules were implemented to easily generate Rust crates from LambdaBuffers: lbf-rust lbf-prelude-rust lbf-plutus-rust Documentation on LambdaBuffers usage patterns for Rust. A new page was created for the Rust use case","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Outputs","id":"197","title":"Outputs"},"198":{"body":"LambdaBuffers schemas that are based on the LambdaBuffers Prelude module can be used in Rust projects to specify application types. Test libraries for Prelude demonstrate how Rust code for LambdaBuffers Prelude is generated to Rust and used in a library: testsuites/lbt-prelude/lbt-prelude-rust LambdaBuffers schemas that are based on the LambdaBuffers Plutus module can be used in Rust projects to specify application types. Test libraries for Prelude demonstrate how Rust code for LambdaBuffers Plutus is generated to Rust and used in a library: testsuites/lbt-plutus/lbt-plutus-rust The documentation and devops tooling is available to facilitate easy adoption. Similarly to other languages supported by LambdaBuffers, a Rust flake is implemented. The testing libraries also serve as an example, to understand how to use these Nix utilities: testsuites/lbt-plutus/lbt-plutus-rust/build.nix","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Acceptance Criteria","id":"198","title":"Acceptance Criteria"},"199":{"body":"The completed and reviewed LambdaBuffers Prelude runtime library is available for the Rust programming language. runtimes/rust/lbr-prelude runtimes/rust/lbr-prelude-derive The completed and reviewed LambdaBuffers Plutus runtime library is available for the Rust programming language. plutus-ledger-api-rust . The completed and reviewed LambdaBuffers Prelude test suite is available and is passing in CI for the Rust programming language. testsuites/lbt-prelude/lbt-prelude-rust The completed and reviewed LambdaBuffers Plutus test suite is available and is passing in CI for the Rust programming language. testsuites/lbt-plutus/lbt-plutus-rust The completed and reviewed Nix API for LambdaBuffers Rust support is available. lbf-rust lbf-prelude-rust lbf-plutus-rust The completed and reviewed LambdaBuffers for Rust documentation is available. Rust documentation","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Evidence of Milestone Completion","id":"199","title":"Evidence of Milestone Completion"},"2":{"body":"Let's take a look at how LambdaBuffers modules map into Haskell modules and how LambdaBuffers type definitions map into Haskell type definitions. We'll use the lbf-prelude-to-haskell CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-purescript\nlbf-plutus-to-haskell lbf-prelude-to-haskell Or we can simply just refer directly to the lbf-prelude-to-haskell CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-haskell. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-haskell to process the Document.lbf schema. module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-haskell -- Document.lbf\n$ find autogen/\nautogen/\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.hs\nautogen/build.json As we can see the autogen directory has been created that contains the generated Haskell modules. Note the autogen/build.json file as it contains all the necessary Hackage dependencies the generated module needs in order to be properly compiled by GHC. The outputted Haskell module in autogen/LambdaBuffers/Document.hs: module LambdaBuffers.Document (Author(..) , Chapter(..) , Document(..) , Reviewer(..) , RichContent(..) , RichDocument(..)) where import qualified LambdaBuffers.Prelude\nimport qualified Prelude data Author = Author'Ivan | Author'Jovan | Author'Savo deriving Prelude.Show data Chapter a = Chapter { chapter'content :: a , chapter'subChapters :: LambdaBuffers.Prelude.List (Chapter a)} deriving Prelude.Show data Document a = Document { document'author :: Author , document'reviewers :: LambdaBuffers.Prelude.Set Reviewer , document'content :: Chapter a} deriving Prelude.Show data Reviewer = Reviewer'Bob | Reviewer'Alice deriving Prelude.Show data RichContent = RichContent'Image LambdaBuffers.Prelude.Bytes | RichContent'Gif LambdaBuffers.Prelude.Bytes | RichContent'Text LambdaBuffers.Prelude.Text deriving Prelude.Show newtype RichDocument = RichDocument (Document RichContent) deriving Prelude.Show We can compile the code with the following commands. Note the dev shell dev-prelude-haskell as it includes the LambdaBuffers.Prelude dependency. $ nix develop github:mlabs-haskell/lambda-buffers#dev-prelude-haskell\n$ ghc autogen/LambdaBuffers/Document.hs\n[1 of 1] Compiling LambdaBuffers.Document ( autogen/LambdaBuffers/Document.hs, autogen/LambdaBuffers/Document.o )","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Haskell » LambdaBuffers to Haskell","id":"2","title":"LambdaBuffers to Haskell"},"20":{"body":"Let's take a look at how LambdaBuffers modules map into Rust modules and how LambdaBuffers type definitions map into Rust type definitions. We'll use the lbf-prelude-to-rust CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-haskell lbf-prelude-to-rust\nlbf-plutus-to-haskell lbf-plutus-to-rust lbf-prelude-to-purescript Or we can simply just refer directly to the lbf-prelude-to-rust CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-rust. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-rust to process the Document.lbf schema. module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-rust -- Document.lbf\n$ find autogen/\nautogen/\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.hs\nautogen/build.json As we can see the autogen directory has been created that contains the generated Rust modules. Note the autogen/build.json file as it contains all the necessary Cargo dependencies the generated module needs in order to be properly compiled by Rust. The outputted Rust module in autogen/document.rs: #![no_implicit_prelude]\n#![allow(warnings)]\nextern crate lbf_prelude;\nextern crate std; #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum Author{Ivan, Jovan, Savo} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct Chapter<A>{pub content: A, pub sub_chapters: std::boxed::Box<lbf_prelude::prelude::List<Chapter<A>>>} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct Document<A>{pub author: Author, pub reviewers: lbf_prelude::prelude::Set<Reviewer>, pub content: Chapter<A>} #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum Reviewer{Bob, Alice} #[derive(std::fmt::Debug, std::clone::Clone)]\npub enum RichContent{Image(lbf_prelude::prelude::Bytes), Gif(lbf_prelude::prelude::Bytes), Text(lbf_prelude::prelude::Text)} #[derive(std::fmt::Debug, std::clone::Clone)]\npub struct RichDocument(pub Document<RichContent>);","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Rust » LambdaBuffers to Rust","id":"20","title":"LambdaBuffers to Rust"},"200":{"body":"Demo project: lambda-buffers-for-cardano","breadcrumbs":"Catalyst reports » Catalyst 10 reports » Milestone 1: Rust support » Demo files","id":"200","title":"Demo files"},"21":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become enum in Rust.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Rust » Sum types","id":"21","title":"Sum types"},"22":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Rust tuple struct (or named tuple)","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Rust » Product types","id":"22","title":"Product types"},"23":{"body":"The types Document and Chapter have been declared as record types in the LambdaBuffers schema using the record keyword. Like with product types, they become Rust struct with named fields. All types and their fields are public, allowing to manipulate them without accessors.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Rust » Record types","id":"23","title":"Record types"},"24":{"body":"","breadcrumbs":"Getting started » Getting started","id":"24","title":"Getting started"},"25":{"body":"This repository relies heavily on the Nix Package Manager for both development and package distribution. To install run the following command: sh <(curl -L https://nixos.org/nix/install) --daemon and follow the instructions. $ nix --version\nnix (Nix) 2.8.0 NOTE: The repository should work with Nix version greater or equal to 2.8.0. Make sure to enable Nix Flakes and IFD by editing either ~/.config/nix/nix.conf or /etc/nix/nix.conf on your machine and add the following configuration entries: experimental-features = nix-command flakes\nallow-import-from-derivation = true Optionally, to improve build speed, it is possible to set up a binary caches maintained by IOHK and Plutonomicon by setting additional configuration entries: substituters = https://cache.nixos.org https://iohk.cachix.org https://cache.iog.io https://public-plutonomicon.cachix.org\ntrusted-public-keys = cache.nixos.org-1:6NCHdD59X431o0gWypbMrAURkbJ16ZPMQFGspcDShjY= hydra.iohk.io:f/Ea+s+dFdN+3Y/G+FDgSq+a5NEWhJGzdjvKNGv0/EQ= iohk.cachix.org-1:DpRUyj7h7V830dp/i6Nti+NEO2/nhblbov/8MW7Rqoo= public-plutonomicon.cachix.org-1:3AKJMhCLn32gri1drGuaZmFrmnue+KkKrhhubQk/CWc=","breadcrumbs":"Getting started » Installing Nix","id":"25","title":"Installing Nix"},"26":{"body":"To facilitate seamlessly moving between directories and associated Nix development shells we use direnv and nix-direnv : To install both using nixpkgs: nix profile install nixpkgs#direnv\nnix profile install nixpkgs#nix-direnv Your shell and editors should pick up on the .envrc files in different directories and prepare the environment accordingly. Use direnv allow to enable the direnv environment and direnv reload to reload it when necessary. Additionally, throughout the repository one can use: $ pre-commit run --all\ncabal-fmt............................................(no files to check)Skipped\nfourmolu.................................................................Passed\nhlint....................................................................Passed\nmarkdownlint.............................................................Passed\nnix-linter...............................................................Passed\nnixpkgs-fmt..............................................................Passed\nshellcheck...........................................(no files to check)Skipped\ntypos....................................................................Passed To run all the code quality tooling specified in the pre-commit-check config file","breadcrumbs":"Getting started » Building and development","id":"26","title":"Building and development"},"27":{"body":"The goal of the LambdaBuffers project is to enable software developers to specify their application types in a common format that can be conveniently shared and their values effectively communicated across language barriers.","breadcrumbs":"Design » LambdaBuffers Design","id":"27","title":"LambdaBuffers Design"},"28":{"body":"Software projects that span multiple language environments often interact in a sub-optimal manner. Significant effort is spent in making application messages declared in one language environment available to other language environments. This burden is particularly onerous in manually written and managed serialization/encoding code which is used to communicate application values in the context of networking, configuration and databases. Ensuring compatibility, consistency and correctness of application messages is a difficult, tedious and error prone process that often results in unwarranted costs to the business and unsustainable technical debt.","breadcrumbs":"Design » Problem Statement","id":"28","title":"Problem Statement"},"29":{"body":"Expressive types, Expressive semantics annotation, Extensible to new types, Extensible to new semantics, Universally consistent semantics, Modular API architecture.","breadcrumbs":"Design » Requirements","id":"29","title":"Requirements"},"3":{"body":"The types Author, Reviewer, and RichContent have been declared as sum types in the LambdaBuffers schema using the sum keyword. As we can see, nothing too surprising here, all the sum types become data in Haskell. The only thing to notice is that the type name was prepended with ' (single quote) to the defined constructor names as to make sure they are unique.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Haskell » Sum types","id":"3","title":"Sum types"},"30":{"body":"Application types that users can define should be expressive enough to facilitate type driven domain modeling and to express application programming interfaces. Taking inspiration from existing type systems, LambdaBuffers supports algebraic data types that facilitate elegant type composition. Such types are well studied and widely used in functional programming languages such as Haskell. LambdaBuffers supports first class sum, product and record types. Types can be parameterized, effectively enabling generic types. LambdaBuffers also supports recursive type definitions, which allow users to succinctly define elegant and expressive data structures.","breadcrumbs":"Design » Expressive Types","id":"30","title":"Expressive Types"},"31":{"body":"Enabling users to manage the semantics associated with their types is essential for adapting LambdaBuffers to a variety of different domains and use cases. While most existing schema systems only facilitate type declarations in a variety of languages, LambdaBuffers takes a further step and provides users with the capability to manage the semantics of the types defined in schemata by indicating which basic operations and functions a type ought to support. For example, suppose a user would like some types to support certain encoding (e.g. JSON or CBOR). In order to support a particular encoding, functions that serialize and deserialize the types are needed in the target language(s). Another example: Users may wish to declare that certain types are numeric - i.e. that values of these types can be added, subtracted or multiplied in a given target language. Most types could be declared to support an equality relation, which requires a function that can check values for equality in the target language(s). In order to provide users the capability to manage the semantics of the types they define, LambdaBuffers supports type classes , also known as type constraints . Type classes are a well-established mechanism for supporting ad hoc polymorphism, backed by a large amount of academic research and widely used in functional programming languages such as Haskell, PureScript, and (albeit under a different name) Rust. One essential difference between LambdaBuffers type classes and type classes as implemented in Haskell/PureScript/Rust is that LambdaBuffers does not allow users to declare the implementation of type class instances. Instead, users declare instance clauses for their types which signify the semantics (i.e. functions, methods) they wish to be generated in the target language. All implementation are generated uniformly as elaborated in the specification document for a given type class. For each new type class declared, code generation tooling must be updated to handle the new type class.","breadcrumbs":"Design » Expressive Semantics Annotation","id":"31","title":"Expressive Semantics Annotation"},"32":{"body":"Enabling users to introduce new built-in types allows LambdaBuffers to be adapted in many different domains and use cases. These types have special treatment under the hood and are generally mapped onto existing types and their value representations in the targeted language environments. For example, a primitive Int type in the LambdaBuffers schema language may be mapped to Int in Haskell and i32 in Rust. Primitive parameterized types are also possible: A primitive Maybe type might be mapped to Maybe in Haskell and to Option<_> in Rust. LambdaBuffers supports opaque types to provide users with the power to define their own primitive or builtin types. Example opaque types include various integer types, sequence types, text types, sets, maps and other semantically richer data types. Generally, such types are already well-defined and widely used in various language environments and come equipped with rich libraries that work with them. Redefining them ab ovo would be counterproductive as users would have to re-implement and reinvent the rich support for such types.","breadcrumbs":"Design » Extensible to New Types","id":"32","title":"Extensible to New Types"},"33":{"body":"Enabling users to introduce new type semantics facilitates LambdaBuffers to be adapted in many different domains and use cases. In LambdaBuffers, introducing new type semantics works by first declaring a type class , which is simply the name of the class bundled with any super-classes (should they exist). Next, specification document that elaborates how instances are to be generated for members of the class must be created, taking care to ensure that instances are always generated uniformly. Finally, a code generation module for the class must be written that implements compliant code generation for different target languages. Concretely, serialization has special treatment in most technologies in this space, however in LambdaBuffers, this is just a new type class. For each new type class, deliberate effort must be invested to support that 'semantics' in different target language environments in a compliant manner. (Because type class instances are generated uniformly relative to the structure of the original type, in accordance with a set of deriving rules provided in the code generation implementation, the amount of boilerplate required to implement a new class is substantially reduced if not entirely eliminated.) The LambdaBuffers team will officially support a certain set of type classes and provide code generation modules for a set of officially supported language environments. However, modular design will hopefully facilitate community contributions in a sustainable fashion.","breadcrumbs":"Design » Extensible to New Semantics","id":"33","title":"Extensible to New Semantics"},"34":{"body":"The types specified by users must be handled in a compatible manner across language environments. This is a critical requirement that underpins this project. If two values of a LambdaBuffers type are considered as 'equal' in one language environment, they should be considered equal in all others. In a similar fashion, if LambdaBuffers type has a declared JSON serialization semantics, values encoded as JSON in one language environment have to have the same encoding performed in all other language environments. LambdaBuffers does not provide a way to formally verify consistency across languages, however, a comprehensive test suite will be developed to ensure that new code generation modules are indeed implemented correctly.","breadcrumbs":"Design » Universally Consistent Semantics","id":"34","title":"Universally Consistent Semantics"},"35":{"body":"LambdaBuffers establishes three separate components of the architecture, namely Frontend , Compiler and Codegen *. Frontend is a user facing component that features a way to input, specify or otherwise construct application types. Frontend also orchestrates the overall work that includes the Compiler and Codegen , invoking each of these components as required by different workflows the Frontend supports. LambdaBuffers officially supports a Frontend component implementation that features a text based language for specifying LambdaBuffers types. However, because of the modular API architecture approach, a Frontend can be implemented in any language and in any fashion as long as they are able to interface with the Compiler and Codegen components. The Compiler is a key component that is made available via the Compiler Input specified via Google Protocol Buffers . It performs all the necessary checks to ensure that the naming, type definitions and their declared semantics are indeed valid. The Codegen component consumes the Compiler Output that contains all the information necessary to perform valid and robust code generation. Frontend communicates with the Codegen to understand its Capabilities , enabling each Codegen module to gradually build up support for desired opaque types and declared semantics.","breadcrumbs":"Design » Modular API Architecture","id":"35","title":"Modular API Architecture"},"36":{"body":"","breadcrumbs":"API » Protocol Documentation","id":"36","title":"Protocol Documentation"},"37":{"body":"lang.proto ClassConstraint ClassDef ClassName ConstrName Constraint Derive FieldName InstanceClause Kind Kind.KindArrow Module ModuleName ModuleNamePart Opaque Product Record Record.Field SourceInfo SourcePosition Sum Sum.Constructor Ty TyAbs TyApp TyArg TyBody TyClassRef TyClassRef.Foreign TyClassRef.Local TyDef TyName TyRef TyRef.Foreign TyRef.Local TyVar Tys VarName Kind.KindRef compiler.proto Error Input InternalError KindCheckError KindCheckError.CyclicKindError KindCheckError.InconsistentTypeError KindCheckError.UnboundTyRefError KindCheckError.UnboundTyVarError KindCheckError.UnificationError NamingError Output ProtoParseError ProtoParseError.MultipleClassDefError ProtoParseError.MultipleConstructorError ProtoParseError.MultipleFieldError ProtoParseError.MultipleImportError ProtoParseError.MultipleModuleError ProtoParseError.MultipleTyArgError ProtoParseError.MultipleTyDefError ProtoParseError.OneOfNotSetError ProtoParseError.UnknownEnumError Result TyClassCheckError TyClassCheckError.DeriveOpaqueError TyClassCheckError.ImportNotFoundError TyClassCheckError.MissingRuleError TyClassCheckError.OverlappingRulesError TyClassCheckError.OverlappingRulesError.QHead TyClassCheckError.SuperclassCycleError TyClassCheckError.UnboundClassRefError codegen.proto Error Input InternalError Output Result UnsupportedClassError UnsupportedOpaqueError Scalar Value Types Top","breadcrumbs":"API » Table of Contents","id":"37","title":"Table of Contents"},"38":{"body":"","breadcrumbs":"API » lang.proto","id":"38","title":"lang.proto"},"39":{"body":"Class constraints A special constraint type denoting the constraints that occur on the rhs of class definitions. Only used to specify super class constraints in a ClassDef. Not to be confused with Constraint which denote type class rules. Field Type Label Description class_ref TyClassRef Type class reference. args TyVar repeated Type variables quantified over ClassDef arguments.","breadcrumbs":"API » ClassConstraint","id":"39","title":"ClassConstraint"},"4":{"body":"The type RichDocument have been declared as a product type in the LambdaBuffers schema using the prod keyword. They become Haskell newtype if they have a single type in their body, otherwise they are data. Note that the constructor has the same name as the type.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Haskell » Product types","id":"4","title":"Product types"},"40":{"body":"Type class definition LambdaBuffers use type classes to talk about the various 'meanings' or 'semantics' we want to associate with the types in LambdaBuffers schemata. For instance, most types can have Eq semantics, meaning they can be compared for equality. Other can have Ord semantics, meaning they can be ordered. Using type classes and instance declarations, much like in Haskell, users can specify the 'meaning' of each type they declare. For example, serialization in LambdaBuffers is just another type class, it's treated the same as any other type class. Concretely, if we wish to provide JSON serialization for LambdaBuffers types, we declare such a type class and provide desired semantic rules: module Foo class JSON a sum Foo a b = Bar a | Baz b derive JSON (Foo a b) Note that for each type class introduced, the Codegen machinery must be updated to support said type class. In other words, it doesn't come for free and for each new type class, a Codegen support must be implemented for any InstanceClause declared by the user. Once all the InstanceClauses have an implementation provided, all the Derived implementation come for free. Field Type Label Description class_name ClassName Type class name. class_args TyArg repeated Type class arguments. Class with no arguments is a trivial class. Compiler MAY report an error. TODO(bladyjoker): MultipleClassArgError. supers ClassConstraint repeated Superclass constraints. documentation string Documentation elaborating on the type class. source_info SourceInfo Source information.","breadcrumbs":"API » ClassDef","id":"40","title":"ClassDef"},"41":{"body":"Type class name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ClassName","id":"41","title":"ClassName"},"42":{"body":"Sum type constructor name Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ConstrName","id":"42","title":"ConstrName"},"43":{"body":"Constraint term Field Type Label Description class_ref TyClassRef Name of the type class. args Ty repeated Constraint arguments. Constraint with no arguments is a trivial constraint. Compiler MAY report an error. source_info SourceInfo Source information.","breadcrumbs":"API » Constraint","id":"43","title":"Constraint"},"44":{"body":"Derive statement Derive statements enable user to specify 'semantic' rules for their types much like InstanceClauses do. However, the Codegen will be able to derive an implementation for any such constraint. module Prelude class Eq a sum Maybe a = Just a | Nothing derive Eq (Maybe a) The rule installed for the derive statement is: eq(maybe(A)) :- eq(just(A) | Nothing). The rule relates the desired Ty term to its (lambda calculus) 'evaluated' form. > Currently, there's only support for deriving type class rules and implementations for Ty terms of Kind.KIND_REF_TYPE. That means, type classes like Ord and Eq... Field Type Label Description constraint Constraint Constraint to derive.","breadcrumbs":"API » Derive","id":"44","title":"Derive"},"45":{"body":"Record type field name Field Type Label Description name string Name ::= [a-z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » FieldName","id":"45","title":"FieldName"},"46":{"body":"Instance clause Instance clauses enable users to specify ad-hoc 'semantic' rules for their types. Each such instance must be supported explicitly in the Codegen by providing runtime implementations. This rule form is used when declaring 'opaque' implementations on Opaque types. module Prelude class Eq a opaque Maybe a instance Eq a =&gt; Eq (Maybe a) The rule installed for the clause is: eq(maybe(A)) :- eq(A). The instance clause is verbatim added to the rule set. Field Type Label Description head Constraint Head of the clause that holds only when the body holds. Type variables introduced in the head of the rule become available in the scope of the body of the rule. constraints Constraint repeated Instance (rule) body, conjunction of constraints. source_info SourceInfo Source information.","breadcrumbs":"API » InstanceClause","id":"46","title":"InstanceClause"},"47":{"body":"Kinds A type of a type is called a 'kind'. In Lambda Buffers, all type terms, namely TyArg, TyVar, TyRef, TyApp and TyAbs, are either of kind Type or Type -&gt; Type and Type -&gt; Type -&gt; Type etc. Field Type Label Description kind_ref Kind.KindRef kind_arrow Kind.KindArrow","breadcrumbs":"API » Kind","id":"47","title":"Kind"},"48":{"body":"A kind arrow. Field Type Label Description left Kind right Kind","breadcrumbs":"API » Kind.KindArrow","id":"48","title":"Kind.KindArrow"},"49":{"body":"Module A module encapsulates type, class and instance definitions. Field Type Label Description module_name ModuleName Module name. type_defs TyDef repeated Type definitions. Duplicate type definitions MUST be reported with ProtoParseError.MultipleTyDefError. class_defs ClassDef repeated Type class definitions. Duplicate class definitions MUST be reported with ProtoParseError.MultipleClassDefError. instances InstanceClause repeated Type class instance clauses. derives Derive repeated Type class derive statements. imports ModuleName repeated Imported modules the Compiler consults when searching for type class rules. TODO(bladyjoker): Rename to ruleImports. Duplicate imports MUST be reported with ProtoParseError.MultipleImportError. source_info SourceInfo Source information.","breadcrumbs":"API » Module","id":"49","title":"Module"},"5":{"body":"The types Document and Chapter have been declared as record types in the LambdaBuffers schema using the record keyword. Like with product types, they become Haskell newtype if they have a single type in their body, otherwise they are data. Also like with product types, the constructor has the same name as the type. The field names, similar to sum constructor names, are prepended with the lowercased name of the type with a single quote (') to maintain uniqueness.","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Haskell » Record types","id":"5","title":"Record types"},"50":{"body":"Module name Field Type Label Description parts ModuleNamePart repeated Parts of the module name denoting a hierarchical namespace. source_info SourceInfo Source information.","breadcrumbs":"API » ModuleName","id":"50","title":"ModuleName"},"51":{"body":"Module name part Field Type Label Description name string Name ::= [A-Z]+[A-Za-z0-9_]* source_info SourceInfo Source information.","breadcrumbs":"API » ModuleNamePart","id":"51","title":"ModuleNamePart"},"52":{"body":"Opaque type. A type that has an Opaque body represents a 'built-in' or a 'primitive' type that's handled by the semantics 'under the hood'. It's called 'opaque' to denote the fact that the Compiler has no knowledge of its structure, and relies that the necessary knowledge is implemented elsewhere. The Codegen modules for any target language have to be able to handle such types specifically and map to existing value level representations and corresponding types. Codegen modules would have to implement support for such defined types, for example: In Python Set a would map to set() from the standard library, In Haskell Set a would map to containers.Data.Set.Set type. Every Opaque type has to be considered deliberately for each language environment targeted by Codegen modules. TODO(bladyjoker): Consider attaching explicit Kind terms to Opaques. Field Type Label Description source_info SourceInfo Source information.","breadcrumbs":"API » Opaque","id":"52","title":"Opaque"},"53":{"body":"A product type term. Field Type Label Description fields Ty repeated Fields in a products are types. source_info SourceInfo Source information.","breadcrumbs":"API » Product","id":"53","title":"Product"},"54":{"body":"A record type term. Field Type Label Description fields Record.Field repeated Record fields. source_info SourceInfo Source information.","breadcrumbs":"API » Record","id":"54","title":"Record"},"55":{"body":"Field in a record type. Field Type Label Description field_name FieldName Record field name. field_ty Ty Field type.","breadcrumbs":"API » Record.Field","id":"55","title":"Record.Field"},"56":{"body":"Frontend Source information Frontends are advised to include Source information to denote how their Source* content maps to the Compiler Input . It's essential when reporting Compiler* errors back to the Frontend. Field Type Label Description file string A filename denoting the Source file. pos_from SourcePosition Starting position in Source. pos_to SourcePosition End position in Source.","breadcrumbs":"API » SourceInfo","id":"56","title":"SourceInfo"},"57":{"body":"Position in Source Field Type Label Description column int32 Column index in the Source. row int32 Row index in the Source.","breadcrumbs":"API » SourcePosition","id":"57","title":"SourcePosition"},"58":{"body":"A sum type term. A type defined as a Sum type is just like a Haskell algebraic data type and represents a sum of products. Field Type Label Description constructors Sum.Constructor repeated Sum type constructors. Empty constructors means void and means that the type can't be constructed. Compiler MAY report an error. Duplicate constructors MUST be reported with ProtoParseError.MultipleConstructorError. source_info SourceInfo Source information.","breadcrumbs":"API » Sum","id":"58","title":"Sum"},"59":{"body":"Constructor of a Sum type is a Product type term. Field Type Label Description constr_name ConstrName Constructor name. product Product Product type term.","breadcrumbs":"API » Sum.Constructor","id":"59","title":"Sum.Constructor"},"6":{"body":"Let's take a look at how LambdaBuffers modules map into Purescript modules and how LambdaBuffers type definitions map into Purescript type definitions. We'll use the lbf-prelude-to-purescript CLI tool which is just a convenient wrapper over the raw lbf CLI. We can get this tool by either loading the LambdaBuffers Nix environment that comes packaged with all the CLI tools: $ nix develop github:mlabs-haskell/lambda-buffers#lb\n$ lbf<tab>\nlbf lbf-plutus-to-purescript lbf-prelude-to-purescript\nlbf-plutus-to-haskell lbf-prelude-to-haskell Or we can simply just refer directly to the lbf-prelude-to-purescript CLI by nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-purescript. In this chapter, we're going to use the latter option. Let's now use lbf-prelude-to-purescript to process the Document.lbf schema module Document -- Importing types\nimport Prelude (Text, List, Set, Bytes) -- Author\nsum Author = Ivan | Jovan | Savo -- Reviewer\nsum Reviewer = Bob | Alice -- Document\nrecord Document a = { author : Author, reviewers : Set Reviewer, content : Chapter a } -- Chapter\nrecord Chapter a = { content : a, subChapters : List (Chapter a) } -- Some actual content\nsum RichContent = Image Bytes | Gif Bytes | Text Text -- Rich document\nprod RichDocument = (Document RichContent) $ nix run github:mlabs-haskell/lambda-buffers#lbf-prelude-to-purescript -- Document.lbf\n$ find autogen/\nautogen/\nautogen/build.json\nautogen/LambdaBuffers\nautogen/LambdaBuffers/Document.purs As we can see the autogen directory has been created that contains the generated Purescript modules. Note the autogen/build.json file as it contains all the necessary dependencies the generated module needs in order to be properly compiled by purs compiler. The outputted Purescript module in autogen/LambdaBuffers/Document.hs: module LambdaBuffers.Document (Author(..) , Chapter(..) , Document(..) , Reviewer(..) , RichContent(..) , RichDocument(..)) where import LambdaBuffers.Prelude as LambdaBuffers.Prelude\nimport Data.Generic.Rep as Data.Generic.Rep\nimport Data.Newtype as Data.Newtype\nimport Data.Show as Data.Show\nimport Data.Show.Generic as Data.Show.Generic data Author = Author'Ivan | Author'Jovan | Author'Savo derive instance Data.Generic.Rep.Generic Author _\ninstance Data.Show.Show Author where show = Data.Show.Generic.genericShow newtype Chapter a = Chapter { content :: a , subChapters :: LambdaBuffers.Prelude.List (Chapter a)}\nderive instance Data.Newtype.Newtype (Chapter a) _\nderive instance Data.Generic.Rep.Generic (Chapter a) _\ninstance (Data.Show.Show a) => Data.Show.Show (Chapter a) where show = Data.Show.Generic.genericShow newtype Document a = Document { author :: Author , reviewers :: LambdaBuffers.Prelude.Set Reviewer , content :: Chapter a}\nderive instance Data.Newtype.Newtype (Document a) _\nderive instance Data.Generic.Rep.Generic (Document a) _\ninstance (Data.Show.Show a) => Data.Show.Show (Document a) where show = Data.Show.Generic.genericShow data Reviewer = Reviewer'Bob | Reviewer'Alice derive instance Data.Generic.Rep.Generic Reviewer _\ninstance Data.Show.Show Reviewer where show = Data.Show.Generic.genericShow data RichContent = RichContent'Image LambdaBuffers.Prelude.Bytes | RichContent'Gif LambdaBuffers.Prelude.Bytes | RichContent'Text LambdaBuffers.Prelude.Text\nderive instance Data.Generic.Rep.Generic RichContent _\ninstance Data.Show.Show RichContent where show = Data.Show.Generic.genericShow newtype RichDocument = RichDocument (Document RichContent)\nderive instance Data.Newtype.Newtype RichDocument _\nderive instance Data.Generic.Rep.Generic RichDocument _\ninstance Data.Show.Show RichDocument where show = Data.Show.Generic.genericShow","breadcrumbs":"Using LambdaBuffers » LambdaBuffers to Purescript » LambdaBuffers to Purescript","id":"6","title":"LambdaBuffers to Purescript"},"60":{"body":"Type term A type term that occurs in bodies of type definitions (message TyDef): sum Maybe a = Just a | Nothing sum Either a b = Left a | Right b sum SomeType a = Foo a (Maybe a) | Bar (Either (Maybe a) (SomeType a)) or in instance declarations: instance Eq (Maybe a) instance Eq (SomeType Int) instance (Eq (Maybe a), Eq (SomeType a)) Eq (Either (Maybe a) (SomeType a)) Check out examples . Field Type Label Description ty_var TyVar A type variable. ty_app TyApp A type application. ty_ref TyRef A type reference.","breadcrumbs":"API » Ty","id":"60","title":"Ty"},"61":{"body":"Type abstraction A type term that introduces type abstractions (ie. type functions). This type term can only be introduced in the context of a [type definition](@ref TyDef). Field Type Label Description ty_args TyArg repeated List of type variables. No type arguments means delay or const ty_body, meaning TyAbs [] ty_body = ty_body. Duplicate type arguments MUST be reported with ProtoParseError.MultipleTyArgError. ty_body TyBody Type body. source_info SourceInfo Source information.","breadcrumbs":"API » TyAbs","id":"61","title":"TyAbs"},"62":{"body":"Type application A type term that applies a type abstraction to a list of arguments. Field Type Label Description ty_func Ty Type function. TODO(bladyjoker): Rename to ty_abs? ty_args Ty repeated Arguments to apply. No arguments to apply means force, meaning `TyApp ty_func [] = ty_func`` source_info SourceInfo Source information.","breadcrumbs":"API » TyApp","id":"62","title":"TyApp"},"63":{"body":"Type arguments Arguments in type abstractions. Type arguments and therefore type variables have kinds, the Compiler only accepts Type kinded type arguments ans therefore type variables. However, to allow for future evolution if ever necessary, we attach the Kind term to type arguments, even though the Compiler will reject any TyArg that's not of kind Type. Note, this effectively means that lambda Buffers doesn't support higher-kinded types (ie. HKT). Field Type Label Description arg_name VarName Argument name corresponds to variable names. arg_kind Kind Argument kind. source_info SourceInfo Source information.","breadcrumbs":"API » TyArg","id":"63","title":"TyArg"},"64":{"body":"Type body. Lambda Buffers type bodies type terms that can only be specified in the TyAbs context. It's a built-in type term that can only occur enclosed within a TyAbs term which introduces TyVars in the scope of the term. Field Type Label Description opaque Opaque sum Sum product Product record Record","breadcrumbs":"API » TyBody","id":"64","title":"TyBody"},"65":{"body":"Type class references It is necessary to know whether a type class is defined locally or in a foreign module when referring to it in a constraint, this allows users (and requires the frontend) to explicitly communicate that information. Field Type Label Description local_class_ref TyClassRef.Local foreign_class_ref TyClassRef.Foreign","breadcrumbs":"API » TyClassRef","id":"65","title":"TyClassRef"},"66":{"body":"Foreign class reference. 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-                <ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">2.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">3.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">4.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">5.</strong> LambdaBuffers for Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">6.</strong> LambdaBuffers for Rust</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">7.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">8.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html" class="active"><strong aria-hidden="true">9.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">10.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">11.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">12.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">13.</strong> Comparison matrix</a></li></ol>
+                <ol class="chapter"><li class="chapter-item expanded affix "><li class="part-title">User Guide</li><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="using-lambdabuffers.html"><strong aria-hidden="true">2.</strong> Using LambdaBuffers</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="haskell.html"><strong aria-hidden="true">2.1.</strong> LambdaBuffers to Haskell</a></li><li class="chapter-item expanded "><a href="purescript.html"><strong aria-hidden="true">2.2.</strong> LambdaBuffers to Purescript</a></li><li class="chapter-item expanded "><a href="plutarch.html"><strong aria-hidden="true">2.3.</strong> LambdaBuffers to Plutarch</a></li><li class="chapter-item expanded "><a href="rust.html"><strong aria-hidden="true">2.4.</strong> LambdaBuffers to Rust</a></li></ol></li><li class="chapter-item expanded "><li class="part-title">Reference Guide</li><li class="chapter-item expanded "><a href="getting-started.html"><strong aria-hidden="true">3.</strong> Getting started</a></li><li class="chapter-item expanded "><a href="design.html"><strong aria-hidden="true">4.</strong> Design</a></li><li class="chapter-item expanded "><a href="api.html"><strong aria-hidden="true">5.</strong> API</a></li><li class="chapter-item expanded "><a href="syntax.html" class="active"><strong aria-hidden="true">6.</strong> LambdaBuffers Frontend (.lbf) syntax</a></li><li class="chapter-item expanded "><a href="compiler.html"><strong aria-hidden="true">7.</strong> Compiler</a></li><li class="chapter-item expanded "><a href="codegen.html"><strong aria-hidden="true">8.</strong> Codegen</a></li><li class="chapter-item expanded "><a href="command-line-interface.html"><strong aria-hidden="true">9.</strong> Command line interface</a></li><li class="chapter-item expanded "><a href="comparison-matrix.html"><strong aria-hidden="true">10.</strong> Comparison matrix</a></li><li class="chapter-item expanded "><a href="catalyst-reports.html"><strong aria-hidden="true">11.</strong> Catalyst reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/index.html"><strong aria-hidden="true">11.1.</strong> Catalyst 9 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-1.html"><strong aria-hidden="true">11.1.1.</strong> Milestone 1: Research</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-2.html"><strong aria-hidden="true">11.1.2.</strong> Milestone 2: End to end proof of concept</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.3.</strong> Milestone 3: Testing and documentation</a></li><li class="chapter-item expanded "><a href="catalyst09-reports/milestone-3.html"><strong aria-hidden="true">11.1.4.</strong> Milestone 4: Project adoption</a></li></ol></li><li class="chapter-item expanded "><a href="catalyst10-reports/index.html"><strong aria-hidden="true">11.2.</strong> Catalyst 10 reports</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="catalyst10-reports/milestone-1.html"><strong aria-hidden="true">11.2.1.</strong> Milestone 1: Rust support</a></li></ol></li></ol></li></ol>
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+                        <h1 id="using-lambdabuffers"><a class="header" href="#using-lambdabuffers">Using LambdaBuffers</a></h1>
+<p>LambdaBuffers heavily relies on Nix to orchestrate code generation and dependency management.
+If you don't have Nix installed with flakes enabled, please refer to the
+<a href="getting-started.html">Getting Started</a> guide.</p>
+<p>To set up a project with LambdaBuffers and multi-language stack, refer to our demo project at <a href="https://github.com/mlabs-haskell/lambda-buffers-for-cardano">lambda-for-cardano</a>.</p>
+<p>To see, how LambdaBuffers code is transpiled into other languages, see:</p>
+<ul>
+<li><a href="haskell.html">LambdaBuffers to Haskell</a></li>
+<li><a href="purescript.html">LambdaBuffers to Purescript</a></li>
+<li><a href="plutarch.html">LambdaBuffers to Plutarch</a></li>
+<li><a href="rust.html">LambdaBuffers to Rust</a></li>
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