arborist/docs/_source/_build/html/api/distill.html
russell@unturf.com 49607a5997
docs: add Sphinx API reference generation from docstrings
Implements Read the Docs infrastructure to generate API documentation
directly from code docstrings. Replaces static modules.md (1200+ lines).

New structure:
- docs/_source/conf.py — Sphinx configuration (furo theme)
- docs/_source/index.rst — Main TOC
- docs/_source/api/*.rst — Module groups (substrate, storage, retrieval,
  qa, distill, mesh, cli)
- docs/_source/Makefile — Local build targets
- docs/_source/README.md — Documentation on building and extending

Makefile integration:
- make docs-api — generate HTML (output: docs/_source/_build/html/)
- make docs-api-clean — remove build artifacts

Build output (40 HTML files):
- API module reference with docstrings
- Source code links (:viewcode: extension)
- Full-text search index
- Module index (genindex, py-modindex)

Sphinx installed in venv as dev dependency. HTML is browseable at
docs/_source/_build/html/index.html (open in browser after build).

This justifies the deletion of modules.md: code docstrings + Sphinx
autodoc = automatically-generated, always-current API reference.
2026-05-04 07:55:34 -04:00

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<li class="toctree-l1"><a class="reference internal" href="substrate.html">Substrate: Core data structures</a></li>
<li class="toctree-l1"><a class="reference internal" href="storage.html">Storage: SQLite schema and audit</a></li>
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<li class="toctree-l1 current current-page"><a class="current reference internal" href="#">Distillation: surface → core compression</a></li>
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<article role="main" id="furo-main-content">
<section id="distillation-surface-core-compression">
<h1>Distillation: surface → core compression<a class="headerlink" href="#distillation-surface-core-compression" title="Link to this heading"></a></h1>
<p>Surface-to-core extraction and recursive distillation.</p>
<p id="module-aborist.distill">Distillation: surface docs -&gt; core docs, Merkle-signed back.</p>
<dl class="py class">
<dt class="sig sig-object py" id="aborist.distill.DistillationResult">
<span class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></span><span class="sig-prename descclassname"><span class="pre">aborist.distill.</span></span><span class="sig-name descname"><span class="pre">DistillationResult</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">core</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">contributing_chunk_indices</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/aborist/distill/base.html#DistillationResult"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#aborist.distill.DistillationResult" title="Link to this definition"></a></dt>
<dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#object" title="(in Python v3.14)"><code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></a></p>
<p>What a Distiller returns for one source.</p>
<p>contributing_chunk_indices: 0-based indices into source_chunks that fed
the cores content. The runner Merkle-proves each one against the
sources document_root and stores those proofs in derivations.proof_blob.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>core</strong> (<a class="reference internal" href="substrate.html#aborist.document.Document" title="aborist.document.Document"><em>Document</em></a>)</p></li>
<li><p><strong>contributing_chunk_indices</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.14)"><em>list</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.14)"><em>int</em></a><em>]</em>)</p></li>
</ul>
</dd>
</dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="aborist.distill.DistillationResult.core">
<span class="sig-name descname"><span class="pre">core</span></span><span class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference internal" href="substrate.html#aborist.document.Document" title="aborist.document.Document"><span class="pre">Document</span></a></span><a class="headerlink" href="#aborist.distill.DistillationResult.core" title="Link to this definition"></a></dt>
<dd></dd></dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="aborist.distill.DistillationResult.contributing_chunk_indices">
<span class="sig-name descname"><span class="pre">contributing_chunk_indices</span></span><span class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.14)"><span class="pre">list</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.14)"><span class="pre">int</span></a><span class="p"><span class="pre">]</span></span></span><a class="headerlink" href="#aborist.distill.DistillationResult.contributing_chunk_indices" title="Link to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="aborist.distill.Distiller">
<span class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></span><span class="sig-prename descclassname"><span class="pre">aborist.distill.</span></span><span class="sig-name descname"><span class="pre">Distiller</span></span><a class="reference internal" href="../_modules/aborist/distill/base.html#Distiller"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#aborist.distill.Distiller" title="Link to this definition"></a></dt>
<dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/abc.html#abc.ABC" title="(in Python v3.14)"><code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></a></p>
<p>Pure function: surface Document + its chunks -&gt; core DistillationResult.</p>
<p>Distillers must be deterministic — same source bytes produce the same core
bytes. Bumping a distillers algorithm requires bumping its <cite>name</cite>.</p>
<dl class="py attribute">
<dt class="sig sig-object py" id="aborist.distill.Distiller.name">
<span class="sig-name descname"><span class="pre">name</span></span><span class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.14)"><span class="pre">str</span></a></span><a class="headerlink" href="#aborist.distill.Distiller.name" title="Link to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="aborist.distill.Distiller.distill">
<span class="property"><span class="k"><span class="pre">abstractmethod</span></span><span class="w"> </span></span><span class="sig-name descname"><span class="pre">distill</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source_chunks</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/aborist/distill/base.html#Distiller.distill"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#aborist.distill.Distiller.distill" title="Link to this definition"></a></dt>
<dd><dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>source</strong> (<a class="reference internal" href="substrate.html#aborist.document.Document" title="aborist.document.Document"><em>Document</em></a>)</p></li>
<li><p><strong>source_chunks</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.14)"><em>list</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.14)"><em>str</em></a><em>]</em>)</p></li>
</ul>
</dd>
<dt class="field-even">Return type<span class="colon">:</span></dt>
<dd class="field-even"><p><a class="reference internal" href="#aborist.distill.DistillationResult" title="aborist.distill.base.DistillationResult"><em>DistillationResult</em></a></p>
</dd>
</dl>
</dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="aborist.distill.FirstSentenceDistiller">
<span class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></span><span class="sig-prename descclassname"><span class="pre">aborist.distill.</span></span><span class="sig-name descname"><span class="pre">FirstSentenceDistiller</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">max_chars</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">4096</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/aborist/distill/first_sentence.html#FirstSentenceDistiller"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#aborist.distill.FirstSentenceDistiller" title="Link to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="#aborist.distill.Distiller" title="aborist.distill.base.Distiller"><code class="xref py py-class docutils literal notranslate"><span class="pre">Distiller</span></code></a></p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><p><strong>max_chars</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.14)"><em>int</em></a>)</p>
</dd>
</dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="aborist.distill.FirstSentenceDistiller.name">
<span class="sig-name descname"><span class="pre">name</span></span><span class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.14)"><span class="pre">str</span></a></span><span class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'first-sentence-v1'</span></span><a class="headerlink" href="#aborist.distill.FirstSentenceDistiller.name" title="Link to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="aborist.distill.FirstSentenceDistiller.distill">
<span class="sig-name descname"><span class="pre">distill</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source_chunks</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/aborist/distill/first_sentence.html#FirstSentenceDistiller.distill"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#aborist.distill.FirstSentenceDistiller.distill" title="Link to this definition"></a></dt>
<dd><dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>source</strong> (<a class="reference internal" href="substrate.html#aborist.document.Document" title="aborist.document.Document"><em>Document</em></a>)</p></li>
<li><p><strong>source_chunks</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.14)"><em>list</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.14)"><em>str</em></a><em>]</em>)</p></li>
</ul>
</dd>
<dt class="field-even">Return type<span class="colon">:</span></dt>
<dd class="field-even"><p><a class="reference internal" href="#aborist.distill.DistillationResult" title="aborist.distill.base.DistillationResult"><em>DistillationResult</em></a></p>
</dd>
</dl>
</dd></dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="aborist.distill.TfidfKeywordDistiller">
<span class="property"><span class="k"><span class="pre">class</span></span><span class="w"> </span></span><span class="sig-prename descclassname"><span class="pre">aborist.distill.</span></span><span class="sig-name descname"><span class="pre">TfidfKeywordDistiller</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">top_k</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">16</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/aborist/distill/tfidf.html#TfidfKeywordDistiller"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#aborist.distill.TfidfKeywordDistiller" title="Link to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="#aborist.distill.Distiller" title="aborist.distill.base.Distiller"><code class="xref py py-class docutils literal notranslate"><span class="pre">Distiller</span></code></a></p>
<dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><p><strong>top_k</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.14)"><em>int</em></a>)</p>
</dd>
</dl>
<dl class="py attribute">
<dt class="sig sig-object py" id="aborist.distill.TfidfKeywordDistiller.name">
<span class="sig-name descname"><span class="pre">name</span></span><span class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.14)"><span class="pre">str</span></a></span><span class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'tfidf-keywords-v1'</span></span><a class="headerlink" href="#aborist.distill.TfidfKeywordDistiller.name" title="Link to this definition"></a></dt>
<dd></dd></dl>
<dl class="py method">
<dt class="sig sig-object py" id="aborist.distill.TfidfKeywordDistiller.distill">
<span class="sig-name descname"><span class="pre">distill</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">source</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">source_chunks</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/aborist/distill/tfidf.html#TfidfKeywordDistiller.distill"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#aborist.distill.TfidfKeywordDistiller.distill" title="Link to this definition"></a></dt>
<dd><dl class="field-list simple">
<dt class="field-odd">Parameters<span class="colon">:</span></dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>source</strong> (<a class="reference internal" href="substrate.html#aborist.document.Document" title="aborist.document.Document"><em>Document</em></a>)</p></li>
<li><p><strong>source_chunks</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.14)"><em>list</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.14)"><em>str</em></a><em>]</em>)</p></li>
</ul>
</dd>
<dt class="field-even">Return type<span class="colon">:</span></dt>
<dd class="field-even"><p><a class="reference internal" href="#aborist.distill.DistillationResult" title="aborist.distill.base.DistillationResult"><em>DistillationResult</em></a></p>
</dd>
</dl>
</dd></dl>
</dd></dl>
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<ul>
<li><a class="reference internal" href="#">Distillation: surface → core compression</a><ul>
<li><a class="reference internal" href="#aborist.distill.DistillationResult"><code class="docutils literal notranslate"><span class="pre">DistillationResult</span></code></a><ul>
<li><a class="reference internal" href="#aborist.distill.DistillationResult.core"><code class="docutils literal notranslate"><span class="pre">DistillationResult.core</span></code></a></li>
<li><a class="reference internal" href="#aborist.distill.DistillationResult.contributing_chunk_indices"><code class="docutils literal notranslate"><span class="pre">DistillationResult.contributing_chunk_indices</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#aborist.distill.Distiller"><code class="docutils literal notranslate"><span class="pre">Distiller</span></code></a><ul>
<li><a class="reference internal" href="#aborist.distill.Distiller.name"><code class="docutils literal notranslate"><span class="pre">Distiller.name</span></code></a></li>
<li><a class="reference internal" href="#aborist.distill.Distiller.distill"><code class="docutils literal notranslate"><span class="pre">Distiller.distill()</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#aborist.distill.FirstSentenceDistiller"><code class="docutils literal notranslate"><span class="pre">FirstSentenceDistiller</span></code></a><ul>
<li><a class="reference internal" href="#aborist.distill.FirstSentenceDistiller.name"><code class="docutils literal notranslate"><span class="pre">FirstSentenceDistiller.name</span></code></a></li>
<li><a class="reference internal" href="#aborist.distill.FirstSentenceDistiller.distill"><code class="docutils literal notranslate"><span class="pre">FirstSentenceDistiller.distill()</span></code></a></li>
</ul>
</li>
<li><a class="reference internal" href="#aborist.distill.TfidfKeywordDistiller"><code class="docutils literal notranslate"><span class="pre">TfidfKeywordDistiller</span></code></a><ul>
<li><a class="reference internal" href="#aborist.distill.TfidfKeywordDistiller.name"><code class="docutils literal notranslate"><span class="pre">TfidfKeywordDistiller.name</span></code></a></li>
<li><a class="reference internal" href="#aborist.distill.TfidfKeywordDistiller.distill"><code class="docutils literal notranslate"><span class="pre">TfidfKeywordDistiller.distill()</span></code></a></li>
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