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Querying enriched nodes
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Agent Hooks
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Ingestion
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<span class="md-ellipsis">
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Analysis
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</a>
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Graph
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<a href="../../api/mcp/" class="md-nav__link">
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<span class="md-ellipsis">
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MCP Server
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1474
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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1485
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Table of contents
1487
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1488
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
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<li class="md-nav__item">
1491
<a href="#what-enrichment-does" class="md-nav__link">
1492
<span class="md-ellipsis">
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What enrichment does
1495
1496
</span>
1497
</a>
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</li>
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<li class="md-nav__item">
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<a href="#how-it-works" class="md-nav__link">
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<span class="md-ellipsis">
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How it works
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</span>
1508
</a>
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</li>
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<li class="md-nav__item">
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<a href="#supported-frameworks" class="md-nav__link">
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<span class="md-ellipsis">
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Supported frameworks
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</span>
1519
</a>
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</li>
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<li class="md-nav__item">
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<a href="#usage" class="md-nav__link">
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<span class="md-ellipsis">
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Usage
1528
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</span>
1530
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<nav class="md-nav" aria-label="Usage">
1533
<ul class="md-nav__list">
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1536
<a href="#auto-detect-and-enrich-all-frameworks" class="md-nav__link">
1537
<span class="md-ellipsis">
1538
1539
Auto-detect and enrich all frameworks
1540
1541
</span>
1542
</a>
1543
1544
</li>
1545
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<li class="md-nav__item">
1547
<a href="#enrich-immediately-after-ingestion" class="md-nav__link">
1548
<span class="md-ellipsis">
1549
1550
Enrich immediately after ingestion
1551
1552
</span>
1553
</a>
1554
1555
</li>
1556
1557
<li class="md-nav__item">
1558
<a href="#target-a-specific-framework" class="md-nav__link">
1559
<span class="md-ellipsis">
1560
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Target a specific framework
1562
1563
</span>
1564
</a>
1565
1566
</li>
1567
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<li class="md-nav__item">
1569
<a href="#json-output" class="md-nav__link">
1570
<span class="md-ellipsis">
1571
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JSON output
1573
1574
</span>
1575
</a>
1576
1577
</li>
1578
1579
</ul>
1580
</nav>
1581
1582
</li>
1583
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<li class="md-nav__item">
1585
<a href="#querying-enriched-nodes" class="md-nav__link">
1586
<span class="md-ellipsis">
1587
1588
Querying enriched nodes
1589
1590
</span>
1591
</a>
1592
1593
</li>
1594
1595
<li class="md-nav__item">
1596
<a href="#adding-custom-enrichers" class="md-nav__link">
1597
<span class="md-ellipsis">
1598
1599
Adding custom enrichers
1600
1601
</span>
1602
</a>
1603
1604
<nav class="md-nav" aria-label="Adding custom enrichers">
1605
<ul class="md-nav__list">
1606
1607
<li class="md-nav__item">
1608
<a href="#1-create-the-enricher" class="md-nav__link">
1609
<span class="md-ellipsis">
1610
1611
1. Create the enricher
1612
1613
</span>
1614
</a>
1615
1616
</li>
1617
1618
<li class="md-nav__item">
1619
<a href="#2-register-the-enricher" class="md-nav__link">
1620
<span class="md-ellipsis">
1621
1622
2. Register the enricher
1623
1624
</span>
1625
</a>
1626
1627
</li>
1628
1629
<li class="md-nav__item">
1630
<a href="#3-load-at-startup" class="md-nav__link">
1631
<span class="md-ellipsis">
1632
1633
3. Load at startup
1634
1635
</span>
1636
</a>
1637
1638
</li>
1639
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</ul>
1641
</nav>
1642
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</li>
1644
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</ul>
1646
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</nav>
1648
</div>
1649
</div>
1650
</div>
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<div class="md-content" data-md-component="content">
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<article class="md-content__inner md-typeset">
1657
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1661
1662
1663
1664
1665
<h1 id="framework-enrichment">Framework Enrichment<a class="headerlink" href="#framework-enrichment" title="Permanent link">&para;</a></h1>
1666
<h2 id="what-enrichment-does">What enrichment does<a class="headerlink" href="#what-enrichment-does" title="Permanent link">&para;</a></h2>
1667
<p>After ingestion, navegador's graph contains generic structural nodes: <code>Function</code>, <code>Class</code>, <code>File</code>, <code>Import</code>. Enrichment promotes those generic nodes to <strong>semantic types</strong> that reflect how the code is actually used.</p>
1668
<p>For example, a Django view function becomes a <code>View</code> node. A pytest function becomes a <code>Test</code> node. A Flask route decorator triggers creation of a <code>Route</code> node with the URL pattern extracted.</p>
1669
<p>This lets you ask questions that wouldn't be possible from structure alone:</p>
1670
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="c1"># without enrichment: grep for &quot;def test_&quot;</span>
1671
<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a><span class="c1"># with enrichment: query the graph by semantic type</span>
1672
<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a>navegador<span class="w"> </span>query<span class="w"> </span><span class="s2">&quot;MATCH (t:Test) RETURN t.name, t.file ORDER BY t.file&quot;</span>
1673
<a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a>
1674
<a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a><span class="c1"># find all API routes</span>
1675
<a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a>navegador<span class="w"> </span>query<span class="w"> </span><span class="s2">&quot;MATCH (r:Route) RETURN r.method, r.path, r.handler ORDER BY r.path&quot;</span>
1676
</code></pre></div>
1677
<hr />
1678
<h2 id="how-it-works">How it works<a class="headerlink" href="#how-it-works" title="Permanent link">&para;</a></h2>
1679
<p>Enrichment runs as a post-ingest pass. It reads existing nodes and edges, applies framework-specific pattern matching (decorator names, base class names, naming conventions), and:</p>
1680
<ol>
1681
<li>Adds semantic labels to matched nodes (e.g., adds <code>View</code> label to Django view functions)</li>
1682
<li>Creates typed edges where the framework implies relationships (e.g., <code>HANDLES</code> from a <code>Route</code> to its handler function)</li>
1683
<li>Extracts framework-specific properties (e.g., HTTP method and URL pattern from route decorators)</li>
1684
</ol>
1685
<p>Enrichment is <strong>non-destructive</strong> — it never removes or modifies existing nodes, only adds labels and edges.</p>
1686
<hr />
1687
<h2 id="supported-frameworks">Supported frameworks<a class="headerlink" href="#supported-frameworks" title="Permanent link">&para;</a></h2>
1688
<table>
1689
<thead>
1690
<tr>
1691
<th>Framework</th>
1692
<th>Language</th>
1693
<th>Detected patterns</th>
1694
<th>Semantic types added</th>
1695
</tr>
1696
</thead>
1697
<tbody>
1698
<tr>
1699
<td>Django</td>
1700
<td>Python</td>
1701
<td><code>View</code> subclasses, <code>urlpatterns</code>, <code>@login_required</code></td>
1702
<td><code>View</code>, <code>Route</code>, <code>Model</code>, <code>Form</code>, <code>Middleware</code></td>
1703
</tr>
1704
<tr>
1705
<td>Flask</td>
1706
<td>Python</td>
1707
<td><code>@app.route</code>, <code>@blueprint.route</code>, <code>MethodView</code></td>
1708
<td><code>Route</code>, <code>View</code>, <code>Blueprint</code></td>
1709
</tr>
1710
<tr>
1711
<td>FastAPI</td>
1712
<td>Python</td>
1713
<td><code>@router.get/post/put/delete/patch</code>, <code>APIRouter</code></td>
1714
<td><code>Route</code>, <code>Schema</code>, <code>Dependency</code></td>
1715
</tr>
1716
<tr>
1717
<td>pytest</td>
1718
<td>Python</td>
1719
<td><code>def test_*</code>, <code>@pytest.mark.*</code>, <code>conftest.py</code></td>
1720
<td><code>Test</code>, <code>Fixture</code>, <code>TestSuite</code></td>
1721
</tr>
1722
<tr>
1723
<td>SQLAlchemy</td>
1724
<td>Python</td>
1725
<td><code>Base</code> subclasses, <code>Column</code>, <code>relationship()</code></td>
1726
<td><code>Model</code>, <code>Column</code>, <code>Relation</code></td>
1727
</tr>
1728
<tr>
1729
<td>Next.js</td>
1730
<td>TypeScript</td>
1731
<td><code>pages/</code>, <code>app/</code>, <code>getServerSideProps</code></td>
1732
<td><code>Page</code>, <code>Route</code>, <code>ServerComponent</code></td>
1733
</tr>
1734
<tr>
1735
<td>Express</td>
1736
<td>JavaScript</td>
1737
<td><code>app.get/post/put/delete</code>, <code>Router</code></td>
1738
<td><code>Route</code>, <code>Middleware</code></td>
1739
</tr>
1740
<tr>
1741
<td>NestJS</td>
1742
<td>TypeScript</td>
1743
<td><code>@Controller</code>, <code>@Injectable</code>, <code>@Module</code></td>
1744
<td><code>Controller</code>, <code>Service</code>, <code>Module</code></td>
1745
</tr>
1746
<tr>
1747
<td><strong>Terraform</strong></td>
1748
<td>HCL</td>
1749
<td><code>main.tf</code>, <code>variables.tf</code>, <code>outputs.tf</code></td>
1750
<td>Cross-file module resolution, provider grouping</td>
1751
</tr>
1752
<tr>
1753
<td><strong>Chef</strong></td>
1754
<td>Ruby</td>
1755
<td><code>metadata.rb</code>, <code>Berksfile</code></td>
1756
<td><code>chef_recipe</code>, <code>chef_resource</code>, <code>chef_cookbook</code>, <code>chef_include</code></td>
1757
</tr>
1758
</tbody>
1759
</table>
1760
<div class="admonition note">
1761
<p class="admonition-title">Note</p>
1762
<p>Framework detection is automatic when <code>--framework auto</code> is used (the default). Navegador inspects imports and decorator patterns to identify which frameworks are present.</p>
1763
</div>
1764
<hr />
1765
<h2 id="usage">Usage<a class="headerlink" href="#usage" title="Permanent link">&para;</a></h2>
1766
<h3 id="auto-detect-and-enrich-all-frameworks">Auto-detect and enrich all frameworks<a class="headerlink" href="#auto-detect-and-enrich-all-frameworks" title="Permanent link">&para;</a></h3>
1767
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>navegador<span class="w"> </span>enrich<span class="w"> </span>./src
1768
</code></pre></div>
1769
<p>This runs after ingestion and enriches everything it can detect automatically.</p>
1770
<h3 id="enrich-immediately-after-ingestion">Enrich immediately after ingestion<a class="headerlink" href="#enrich-immediately-after-ingestion" title="Permanent link">&para;</a></h3>
1771
<div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a>navegador<span class="w"> </span>ingest<span class="w"> </span>./src<span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span>navegador<span class="w"> </span>enrich<span class="w"> </span>./src
1772
</code></pre></div>
1773
<p>Or use the <code>--enrich</code> flag on ingest:</p>
1774
<div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>navegador<span class="w"> </span>ingest<span class="w"> </span>./src<span class="w"> </span>--enrich
1775
</code></pre></div>
1776
<h3 id="target-a-specific-framework">Target a specific framework<a class="headerlink" href="#target-a-specific-framework" title="Permanent link">&para;</a></h3>
1777
<div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a>navegador<span class="w"> </span>enrich<span class="w"> </span>./src<span class="w"> </span>--framework<span class="w"> </span>django
1778
<a id="__codelineno-4-2" name="__codelineno-4-2" href="#__codelineno-4-2"></a>navegador<span class="w"> </span>enrich<span class="w"> </span>./src<span class="w"> </span>--framework<span class="w"> </span>fastapi
1779
<a id="__codelineno-4-3" name="__codelineno-4-3" href="#__codelineno-4-3"></a>navegador<span class="w"> </span>enrich<span class="w"> </span>./src<span class="w"> </span>--framework<span class="w"> </span>pytest
1780
</code></pre></div>
1781
<p>Valid values: <code>django</code>, <code>flask</code>, <code>fastapi</code>, <code>pytest</code>, <code>sqlalchemy</code>, <code>nextjs</code>, <code>express</code>, <code>nestjs</code>, <code>terraform</code>, <code>chef</code>, <code>auto</code> (default).</p>
1782
<h3 id="json-output">JSON output<a class="headerlink" href="#json-output" title="Permanent link">&para;</a></h3>
1783
<div class="highlight"><pre><span></span><code><a id="__codelineno-5-1" name="__codelineno-5-1" href="#__codelineno-5-1"></a>navegador<span class="w"> </span>enrich<span class="w"> </span>./src<span class="w"> </span>--json
1784
</code></pre></div>
1785
<p>Returns a summary of labels and edges added per framework.</p>
1786
<hr />
1787
<h2 id="querying-enriched-nodes">Querying enriched nodes<a class="headerlink" href="#querying-enriched-nodes" title="Permanent link">&para;</a></h2>
1788
<p>Once enriched, the semantic types are queryable via Cypher:</p>
1789
<div class="highlight"><pre><span></span><code><a id="__codelineno-6-1" name="__codelineno-6-1" href="#__codelineno-6-1"></a><span class="c1"># all FastAPI routes with their HTTP methods</span>
1790
<a id="__codelineno-6-2" name="__codelineno-6-2" href="#__codelineno-6-2"></a>navegador<span class="w"> </span>query<span class="w"> </span><span class="s2">&quot;MATCH (r:Route) RETURN r.method, r.path, r.handler ORDER BY r.path&quot;</span>
1791
<a id="__codelineno-6-3" name="__codelineno-6-3" href="#__codelineno-6-3"></a>
1792
<a id="__codelineno-6-4" name="__codelineno-6-4" href="#__codelineno-6-4"></a><span class="c1"># all SQLAlchemy models and their columns</span>
1793
<a id="__codelineno-6-5" name="__codelineno-6-5" href="#__codelineno-6-5"></a>navegador<span class="w"> </span>query<span class="w"> </span><span class="s2">&quot;MATCH (m:Model)-[:HAS_COLUMN]-&gt;(c:Column) RETURN m.name, c.name, c.type ORDER BY m.name&quot;</span>
1794
<a id="__codelineno-6-6" name="__codelineno-6-6" href="#__codelineno-6-6"></a>
1795
<a id="__codelineno-6-7" name="__codelineno-6-7" href="#__codelineno-6-7"></a><span class="c1"># all pytest tests that reference a specific function</span>
1796
<a id="__codelineno-6-8" name="__codelineno-6-8" href="#__codelineno-6-8"></a>navegador<span class="w"> </span>query<span class="w"> </span><span class="s2">&quot;MATCH (t:Test)-[:CALLS]-&gt;(f:Function {name: &#39;process_payment&#39;}) RETURN t.name, t.file&quot;</span>
1797
<a id="__codelineno-6-9" name="__codelineno-6-9" href="#__codelineno-6-9"></a>
1798
<a id="__codelineno-6-10" name="__codelineno-6-10" href="#__codelineno-6-10"></a><span class="c1"># all Django views governed by a rule</span>
1799
<a id="__codelineno-6-11" name="__codelineno-6-11" href="#__codelineno-6-11"></a>navegador<span class="w"> </span>query<span class="w"> </span><span class="s2">&quot;MATCH (r:Rule)-[:GOVERNS]-&gt;(v:View) RETURN r.name, v.name, v.file&quot;</span>
1800
</code></pre></div>
1801
<hr />
1802
<h2 id="adding-custom-enrichers">Adding custom enrichers<a class="headerlink" href="#adding-custom-enrichers" title="Permanent link">&para;</a></h2>
1803
<p>Enrichers are subclasses of <code>FrameworkEnricher</code>. Create one to add support for an internal framework or library.</p>
1804
<h3 id="1-create-the-enricher">1. Create the enricher<a class="headerlink" href="#1-create-the-enricher" title="Permanent link">&para;</a></h3>
1805
<div class="highlight"><pre><span></span><code><a id="__codelineno-7-1" name="__codelineno-7-1" href="#__codelineno-7-1"></a><span class="c1"># myproject/enrichers/celery.py</span>
1806
<a id="__codelineno-7-2" name="__codelineno-7-2" href="#__codelineno-7-2"></a><span class="kn">from</span><span class="w"> </span><span class="nn">navegador.enrichment.base</span><span class="w"> </span><span class="kn">import</span> <span class="n">FrameworkEnricher</span><span class="p">,</span> <span class="n">EnrichmentResult</span>
1807
<a id="__codelineno-7-3" name="__codelineno-7-3" href="#__codelineno-7-3"></a><span class="kn">from</span><span class="w"> </span><span class="nn">navegador.graph</span><span class="w"> </span><span class="kn">import</span> <span class="n">GraphStore</span>
1808
<a id="__codelineno-7-4" name="__codelineno-7-4" href="#__codelineno-7-4"></a>
1809
<a id="__codelineno-7-5" name="__codelineno-7-5" href="#__codelineno-7-5"></a><span class="k">class</span><span class="w"> </span><span class="nc">CeleryEnricher</span><span class="p">(</span><span class="n">FrameworkEnricher</span><span class="p">):</span>
1810
<a id="__codelineno-7-6" name="__codelineno-7-6" href="#__codelineno-7-6"></a> <span class="n">name</span> <span class="o">=</span> <span class="s2">&quot;celery&quot;</span>
1811
<a id="__codelineno-7-7" name="__codelineno-7-7" href="#__codelineno-7-7"></a>
1812
<a id="__codelineno-7-8" name="__codelineno-7-8" href="#__codelineno-7-8"></a> <span class="k">def</span><span class="w"> </span><span class="nf">detect</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">store</span><span class="p">:</span> <span class="n">GraphStore</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
1813
<a id="__codelineno-7-9" name="__codelineno-7-9" href="#__codelineno-7-9"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Return True if this framework is present in the graph.&quot;&quot;&quot;</span>
1814
<a id="__codelineno-7-10" name="__codelineno-7-10" href="#__codelineno-7-10"></a> <span class="n">results</span> <span class="o">=</span> <span class="n">store</span><span class="o">.</span><span class="n">query</span><span class="p">(</span>
1815
<a id="__codelineno-7-11" name="__codelineno-7-11" href="#__codelineno-7-11"></a> <span class="s2">&quot;MATCH (i:Import {name: &#39;celery&#39;}) RETURN count(i) AS n&quot;</span>
1816
<a id="__codelineno-7-12" name="__codelineno-7-12" href="#__codelineno-7-12"></a> <span class="p">)</span>
1817
<a id="__codelineno-7-13" name="__codelineno-7-13" href="#__codelineno-7-13"></a> <span class="k">return</span> <span class="n">results</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s2">&quot;n&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span>
1818
<a id="__codelineno-7-14" name="__codelineno-7-14" href="#__codelineno-7-14"></a>
1819
<a id="__codelineno-7-15" name="__codelineno-7-15" href="#__codelineno-7-15"></a> <span class="k">def</span><span class="w"> </span><span class="nf">enrich</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">store</span><span class="p">:</span> <span class="n">GraphStore</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">EnrichmentResult</span><span class="p">:</span>
1820
<a id="__codelineno-7-16" name="__codelineno-7-16" href="#__codelineno-7-16"></a><span class="w"> </span><span class="sd">&quot;&quot;&quot;Add semantic labels and edges for Celery tasks.&quot;&quot;&quot;</span>
1821
<a id="__codelineno-7-17" name="__codelineno-7-17" href="#__codelineno-7-17"></a> <span class="c1"># Find functions decorated with @shared_task or @app.task</span>
1822
<a id="__codelineno-7-18" name="__codelineno-7-18" href="#__codelineno-7-18"></a> <span class="n">tasks</span> <span class="o">=</span> <span class="n">store</span><span class="o">.</span><span class="n">query</span><span class="p">(</span>
1823
<a id="__codelineno-7-19" name="__codelineno-7-19" href="#__codelineno-7-19"></a> <span class="s2">&quot;MATCH (d:Decorator)-[:DECORATES]-&gt;(f:Function) &quot;</span>
1824
<a id="__codelineno-7-20" name="__codelineno-7-20" href="#__codelineno-7-20"></a> <span class="s2">&quot;WHERE d.name IN [&#39;shared_task&#39;, &#39;task&#39;] &quot;</span>
1825
<a id="__codelineno-7-21" name="__codelineno-7-21" href="#__codelineno-7-21"></a> <span class="s2">&quot;RETURN f.id, f.name&quot;</span>
1826
<a id="__codelineno-7-22" name="__codelineno-7-22" href="#__codelineno-7-22"></a> <span class="p">)</span>
1827
<a id="__codelineno-7-23" name="__codelineno-7-23" href="#__codelineno-7-23"></a> <span class="n">labels_added</span> <span class="o">=</span> <span class="mi">0</span>
1828
<a id="__codelineno-7-24" name="__codelineno-7-24" href="#__codelineno-7-24"></a> <span class="k">for</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">tasks</span><span class="p">:</span>
1829
<a id="__codelineno-7-25" name="__codelineno-7-25" href="#__codelineno-7-25"></a> <span class="n">store</span><span class="o">.</span><span class="n">query</span><span class="p">(</span>
1830
<a id="__codelineno-7-26" name="__codelineno-7-26" href="#__codelineno-7-26"></a> <span class="s2">&quot;MATCH (f:Function) WHERE id(f) = $id &quot;</span>
1831
<a id="__codelineno-7-27" name="__codelineno-7-27" href="#__codelineno-7-27"></a> <span class="s2">&quot;SET f:Task&quot;</span><span class="p">,</span>
1832
<a id="__codelineno-7-28" name="__codelineno-7-28" href="#__codelineno-7-28"></a> <span class="n">params</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;id&quot;</span><span class="p">:</span> <span class="n">row</span><span class="p">[</span><span class="s2">&quot;f.id&quot;</span><span class="p">]}</span>
1833
<a id="__codelineno-7-29" name="__codelineno-7-29" href="#__codelineno-7-29"></a> <span class="p">)</span>
1834
<a id="__codelineno-7-30" name="__codelineno-7-30" href="#__codelineno-7-30"></a> <span class="n">labels_added</span> <span class="o">+=</span> <span class="mi">1</span>
1835
<a id="__codelineno-7-31" name="__codelineno-7-31" href="#__codelineno-7-31"></a>
1836
<a id="__codelineno-7-32" name="__codelineno-7-32" href="#__codelineno-7-32"></a> <span class="k">return</span> <span class="n">EnrichmentResult</span><span class="p">(</span><span class="n">labels_added</span><span class="o">=</span><span class="n">labels_added</span><span class="p">,</span> <span class="n">edges_added</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
1837
</code></pre></div>
1838
<h3 id="2-register-the-enricher">2. Register the enricher<a class="headerlink" href="#2-register-the-enricher" title="Permanent link">&para;</a></h3>
1839
<div class="highlight"><pre><span></span><code><a id="__codelineno-8-1" name="__codelineno-8-1" href="#__codelineno-8-1"></a><span class="c1"># myproject/enrichers/__init__.py</span>
1840
<a id="__codelineno-8-2" name="__codelineno-8-2" href="#__codelineno-8-2"></a><span class="kn">from</span><span class="w"> </span><span class="nn">navegador.enrichment.registry</span><span class="w"> </span><span class="kn">import</span> <span class="n">register_enricher</span>
1841
<a id="__codelineno-8-3" name="__codelineno-8-3" href="#__codelineno-8-3"></a><span class="kn">from</span><span class="w"> </span><span class="nn">.celery</span><span class="w"> </span><span class="kn">import</span> <span class="n">CeleryEnricher</span>
1842
<a id="__codelineno-8-4" name="__codelineno-8-4" href="#__codelineno-8-4"></a>
1843
<a id="__codelineno-8-5" name="__codelineno-8-5" href="#__codelineno-8-5"></a><span class="n">register_enricher</span><span class="p">(</span><span class="n">CeleryEnricher</span><span class="p">())</span>
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</code></pre></div>
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<h3 id="3-load-at-startup">3. Load at startup<a class="headerlink" href="#3-load-at-startup" title="Permanent link">&para;</a></h3>
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<p>Import the registration module before running enrichment. In a CLI wrapper or agent hook:</p>
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<div class="highlight"><pre><span></span><code><a id="__codelineno-9-1" name="__codelineno-9-1" href="#__codelineno-9-1"></a><span class="kn">import</span><span class="w"> </span><span class="nn">myproject.enrichers</span> <span class="c1"># registers the enricher</span>
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<a id="__codelineno-9-2" name="__codelineno-9-2" href="#__codelineno-9-2"></a><span class="kn">from</span><span class="w"> </span><span class="nn">navegador.enrichment</span><span class="w"> </span><span class="kn">import</span> <span class="n">run_enrichment</span>
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<a id="__codelineno-9-3" name="__codelineno-9-3" href="#__codelineno-9-3"></a><span class="kn">from</span><span class="w"> </span><span class="nn">navegador.graph</span><span class="w"> </span><span class="kn">import</span> <span class="n">GraphStore</span>
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<a id="__codelineno-9-4" name="__codelineno-9-4" href="#__codelineno-9-4"></a>
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<a id="__codelineno-9-5" name="__codelineno-9-5" href="#__codelineno-9-5"></a><span class="n">store</span> <span class="o">=</span> <span class="n">GraphStore</span><span class="o">.</span><span class="n">sqlite</span><span class="p">(</span><span class="s2">&quot;.navegador/navegador.db&quot;</span><span class="p">)</span>
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<a id="__codelineno-9-6" name="__codelineno-9-6" href="#__codelineno-9-6"></a><span class="n">result</span> <span class="o">=</span> <span class="n">run_enrichment</span><span class="p">(</span><span class="n">store</span><span class="p">,</span> <span class="n">framework</span><span class="o">=</span><span class="s2">&quot;celery&quot;</span><span class="p">)</span>
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<a id="__codelineno-9-7" name="__codelineno-9-7" href="#__codelineno-9-7"></a><span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Added </span><span class="si">{</span><span class="n">result</span><span class="o">.</span><span class="n">labels_added</span><span class="si">}</span><span class="s2"> labels&quot;</span><span class="p">)</span>
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</code></pre></div>
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<p>Or pass the module path to the CLI via <code>NAVEGADOR_ENRICHERS</code>:</p>
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<div class="highlight"><pre><span></span><code><a id="__codelineno-10-1" name="__codelineno-10-1" href="#__codelineno-10-1"></a><span class="nv">NAVEGADOR_ENRICHERS</span><span class="o">=</span>myproject.enrichers<span class="w"> </span>navegador<span class="w"> </span>enrich<span class="w"> </span>./src<span class="w"> </span>--framework<span class="w"> </span>celery
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</code></pre></div>
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