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<h1 id="fetch-request-workflow">🔄 Fetch Request Workflow</h1>
<p>A fetch request is a statement ingestion job. This is the end-to-end journey and how to drive it.</p>
<hr />
<h2 id="creating-a-fetch-request">📥 Creating a Fetch Request</h2>
<p><strong>Via API:</strong></p>
<div class="language-bash highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-0-1">1</a></span>
<span class="normal"><a href="#__codelineno-0-2">2</a></span>
<span class="normal"><a href="#__codelineno-0-3">3</a></span>
<span class="normal"><a href="#__codelineno-0-4">4</a></span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-0-1"><a id="__codelineno-0-1" name="__codelineno-0-1"></a><span class="c1"># File source</span>
</span><span id="__span-0-2"><a id="__codelineno-0-2" name="__codelineno-0-2"></a>curl<span class="w"> </span>-X<span class="w"> </span>POST<span class="w"> </span>http://localhost:8000/fetch-requests<span class="w"> </span><span class="se">\</span>
</span><span id="__span-0-3"><a id="__codelineno-0-3" name="__codelineno-0-3"></a><span class="w"> </span>-H<span class="w"> </span><span class="s2">&quot;Content-Type: application/json&quot;</span><span class="w"> </span><span class="se">\</span>
</span><span id="__span-0-4"><a id="__codelineno-0-4" name="__codelineno-0-4"></a><span class="w"> </span>-d<span class="w"> </span><span class="s1">&#39;{&quot;user_id&quot;:&quot;...&quot;,&quot;account_id&quot;:&quot;...&quot;,&quot;source&quot;:{&quot;type&quot;:&quot;file&quot;,&quot;path&quot;:&quot;/var/statements/axis.pdf&quot;,&quot;bank&quot;:&quot;axis&quot;},&quot;start_date&quot;:&quot;2025-04-01&quot;,&quot;end_date&quot;:&quot;2025-04-30&quot;}&#39;</span>
</span></code></pre></div></td></tr></table></div>
<p><strong>Via CLI:</strong></p>
<div class="language-bash highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-1-1">1</a></span>
<span class="normal"><a href="#__codelineno-1-2">2</a></span>
<span class="normal"><a href="#__codelineno-1-3">3</a></span>
<span class="normal"><a href="#__codelineno-1-4">4</a></span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-1-1"><a id="__codelineno-1-1" name="__codelineno-1-1"></a><span class="c1"># from repo root, with the khata venv active</span>
</span><span id="__span-1-2"><a id="__codelineno-1-2" name="__codelineno-1-2"></a>.venv<span class="se">\S</span>cripts<span class="se">\p</span>ython.exe<span class="w"> </span>-m<span class="w"> </span>interfaces.fetch_request.cli<span class="w"> </span>create-file<span class="w"> </span>--account<span class="w"> </span><span class="s2">&quot;Axis Savings&quot;</span><span class="w"> </span>--path<span class="w"> </span>/var/statements/axis.pdf<span class="w"> </span>--bank<span class="w"> </span>axis
</span><span id="__span-1-3"><a id="__codelineno-1-3" name="__codelineno-1-3"></a>.venv<span class="se">\S</span>cripts<span class="se">\p</span>ython.exe<span class="w"> </span>-m<span class="w"> </span>interfaces.fetch_request.cli<span class="w"> </span>list<span class="w"> </span>--status<span class="w"> </span>pending
</span><span id="__span-1-4"><a id="__codelineno-1-4" name="__codelineno-1-4"></a>.venv<span class="se">\S</span>cripts<span class="se">\p</span>ython.exe<span class="w"> </span>-m<span class="w"> </span>interfaces.fetch_request.cli<span class="w"> </span>get<span class="w"> </span>&lt;id&gt;
</span></code></pre></div></td></tr></table></div>
<p>CLI subcommands: <code>list</code>, <code>get</code>, <code>create-file</code>, <code>create-email</code>, <code>ambiguities</code>, <code>resolve</code>, <code>retry</code>.</p>
<hr />
<h2 id="the-worker">⚙️ The Worker</h2>
<p><code>worker.py</code> polls for pending fetch requests and runs the pipeline.</p>
<div class="language-bash highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-2-1">1</a></span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-2-1"><a id="__codelineno-2-1" name="__codelineno-2-1"></a>.venv<span class="se">\S</span>cripts<span class="se">\p</span>ython.exe<span class="w"> </span>worker.py
</span></code></pre></div></td></tr></table></div>
<p><strong>Knobs (env vars):</strong></p>
<table>
<thead>
<tr>
<th>Env var</th>
<th>Default</th>
<th>Meaning</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>WORKER_POLL_MIN</code></td>
<td><code>5</code></td>
<td>Min poll interval (seconds); backs off ×2 up to MAX when idle</td>
</tr>
<tr>
<td><code>WORKER_POLL_MAX</code></td>
<td><code>60</code></td>
<td>Max poll interval</td>
</tr>
<tr>
<td><code>WORKER_MAX_RETRIES</code></td>
<td><code>3</code></td>
<td>Failed requests stop being retried beyond this count</td>
</tr>
</tbody>
</table>
<p>Per cycle: fetch <code>status="pending"</code> (limit 100), mark each <code>processing</code>, run the orchestrator, then:</p>
<ul>
<li>success → completed,</li>
<li><code>PauseForResolution</code> → <strong>paused</strong> (retry count reset),</li>
<li>exception → <strong>failed</strong> with <code>retry_count + 1</code>.</li>
</ul>
<p>Ambiguity resolution is enabled only when an <code>LLM_API_KEY</code> is present; today <code>worker._maybe_create_resolver()</code> returns <code>None</code>.</p>
<hr />
<h2 id="progress-sse">📡 Progress &amp; SSE</h2>
<p><code>ProgressEventBus</code> (<code>interfaces/sse/</code>) emits typed progress events during a run; clients subscribe to the SSE endpoint per fetch request to watch stage transitions. The domain declares the event model in <code>domain/fetch_pipeline/messaging/</code> (see <code>ProgressEventBus</code> port).</p>
<hr />
<h2 id="orchestration">🧠 Orchestration</h2>
<p><code>PipelineOrchestrator</code> (<code>domain/fetch_pipeline/utils/pipeline.py</code>) wires the worker's services:</p>
<div class="language-text highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"><a href="#__codelineno-3-1">1</a></span>
<span class="normal"><a href="#__codelineno-3-2">2</a></span></pre></div></td><td class="code"><div><pre><span></span><code><span id="__span-3-1"><a id="__codelineno-3-1" name="__codelineno-3-1"></a>fr_svc · ambiguity_svc · expense_svc · entity_svc · tag_svc
</span><span id="__span-3-2"><a id="__codelineno-3-2" name="__codelineno-3-2"></a>pdf/email/xlsx/csv fetchers · sse bus · http cache store · resolved_choices
</span></code></pre></div></td></tr></table></div>
<p>with <code>pause_on_ambiguity=True</code> and a pre-loaded map of previously resolved ambiguity choices so repeats don't re-pause.</p>
<hr />
<h2 id="related">🔗 Related</h2>
<p><a href="../06_extraction_pipelines/">Extraction Pipelines</a> · <a href="../04_domain_resources/">Domain Resources</a> · <a href="../09_running_the_service/">Running The Service</a></p>
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