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<h1 id="kubernetes-deployment-k3s">Kubernetes Deployment (k3s)</h1>
<p>Deploy the OpenAIRE-AI-Research-Evaluator with Helm on k3s.</p>
<h2 id="prerequisites">Prerequisites</h2>
<ul>
<li>k3s cluster running</li>
<li><code>helm</code> installed</li>
<li>Access to the Docker image <code>ethicalabs/openaire-research-evaluator:latest</code></li>
<li><a href="https://huggingface.co/ethicalabs/Echo-DSRN-v0.1.3-Research-Intent-CLF">Request access</a> to the gated Echo-DSRN model</li>
</ul>
<h2 id="1-generate-postgresql-dump">1. Generate PostgreSQL dump</h2>
<p>The SQLite golden database must be migrated to PostgreSQL:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a>./scripts/sqlite_to_postgres.sh
</code></pre></div>
<p>Generates <code>data/collaborative_pg.sql</code> — ready for PostgreSQL import.</p>
<h2 id="2-install">2. Install</h2>
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a>helm<span class="w"> </span>install<span class="w"> </span>evaluator<span class="w"> </span>./helm/openaire-research-evaluator<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a><span class="w"> </span>--set<span class="w"> </span>secrets.hfToken<span class="o">=</span>hf_...<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a><span class="w"> </span>--set<span class="w"> </span>secrets.secretKey<span class="o">=</span><span class="k">$(</span>openssl<span class="w"> </span>rand<span class="w"> </span>-hex<span class="w"> </span><span class="m">32</span><span class="k">)</span><span class="w"> </span><span class="se">\</span>
<a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a><span class="w"> </span>--set<span class="w"> </span>ingress.host<span class="o">=</span>openaire-eval.local<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a><span class="w"> </span>--set<span class="w"> </span>config.llmBaseUrl<span class="o">=</span>http://192.168.1.66:13305/v1
</code></pre></div>
<p>Or create a <code>values.local.yaml</code>:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-2-1" name="__codelineno-2-1" href="#__codelineno-2-1"></a><span class="nt">secrets</span><span class="p">:</span>
<a id="__codelineno-2-2" name="__codelineno-2-2" href="#__codelineno-2-2"></a><span class="w"> </span><span class="nt">hfToken</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hf_...</span>
<a id="__codelineno-2-3" name="__codelineno-2-3" href="#__codelineno-2-3"></a><span class="w"> </span><span class="nt">secretKey</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">abc123...</span>
<a id="__codelineno-2-4" name="__codelineno-2-4" href="#__codelineno-2-4"></a><span class="w"> </span><span class="nt">hfClientId</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
<a id="__codelineno-2-5" name="__codelineno-2-5" href="#__codelineno-2-5"></a><span class="w"> </span><span class="nt">hfClientSecret</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">...</span>
<a id="__codelineno-2-6" name="__codelineno-2-6" href="#__codelineno-2-6"></a><span class="nt">ingress</span><span class="p">:</span>
<a id="__codelineno-2-7" name="__codelineno-2-7" href="#__codelineno-2-7"></a><span class="w"> </span><span class="nt">host</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">openaire-eval.local</span>
<a id="__codelineno-2-8" name="__codelineno-2-8" href="#__codelineno-2-8"></a><span class="nt">config</span><span class="p">:</span>
<a id="__codelineno-2-9" name="__codelineno-2-9" href="#__codelineno-2-9"></a><span class="w"> </span><span class="nt">llmBaseUrl</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">http://192.168.1.66:13305/v1</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><a id="__codelineno-3-1" name="__codelineno-3-1" href="#__codelineno-3-1"></a>helm<span class="w"> </span>install<span class="w"> </span>evaluator<span class="w"> </span>./helm/openaire-research-evaluator<span class="w"> </span>-f<span class="w"> </span>values.local.yaml
</code></pre></div>
<h2 id="3-load-golden-data">3. Load golden data</h2>
<p>Wait for PostgreSQL to be ready, then import:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-4-1" name="__codelineno-4-1" href="#__codelineno-4-1"></a>kubectl<span class="w"> </span>cp<span class="w"> </span>data/collaborative_pg.sql<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-4-2" name="__codelineno-4-2" href="#__codelineno-4-2"></a><span class="w"> </span><span class="k">$(</span>kubectl<span class="w"> </span>get<span class="w"> </span>pod<span class="w"> </span>-l<span class="w"> </span><span class="nv">component</span><span class="o">=</span>postgres<span class="w"> </span>-o<span class="w"> </span><span class="nv">jsonpath</span><span class="o">=</span><span class="s1">&#39;{.items[0].metadata.name}&#39;</span><span class="k">)</span>:/tmp/collaborative_pg.sql
<a id="__codelineno-4-3" name="__codelineno-4-3" href="#__codelineno-4-3"></a>
<a id="__codelineno-4-4" name="__codelineno-4-4" href="#__codelineno-4-4"></a>kubectl<span class="w"> </span><span class="nb">exec</span><span class="w"> </span>-it<span class="w"> </span>deployment/evaluator-openaire-research-evaluator-postgres<span class="w"> </span>--<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-4-5" name="__codelineno-4-5" href="#__codelineno-4-5"></a><span class="w"> </span>psql<span class="w"> </span>-U<span class="w"> </span>postgres<span class="w"> </span>-d<span class="w"> </span>echo_dsrn<span class="w"> </span>-f<span class="w"> </span>/tmp/collaborative_pg.sql
<a id="__codelineno-4-6" name="__codelineno-4-6" href="#__codelineno-4-6"></a>
<a id="__codelineno-4-7" name="__codelineno-4-7" href="#__codelineno-4-7"></a><span class="c1"># Reset auto-increment sequences after import (IDs were explicit in the dump)</span>
<a id="__codelineno-4-8" name="__codelineno-4-8" href="#__codelineno-4-8"></a>kubectl<span class="w"> </span><span class="nb">exec</span><span class="w"> </span>deployment/evaluator-openaire-research-evaluator-postgres<span class="w"> </span>--<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-4-9" name="__codelineno-4-9" href="#__codelineno-4-9"></a><span class="w"> </span>psql<span class="w"> </span>-U<span class="w"> </span>postgres<span class="w"> </span>-d<span class="w"> </span>echo_dsrn<span class="w"> </span>-c<span class="w"> </span><span class="se">\</span>
<a id="__codelineno-4-10" name="__codelineno-4-10" href="#__codelineno-4-10"></a><span class="w"> </span><span class="s2">&quot;SELECT setval(&#39;annotations_id_seq&#39;, COALESCE((SELECT MAX(id) FROM annotations), 1))&quot;</span>
</code></pre></div>
<h2 id="4-access">4. Access</h2>
<div class="highlight"><pre><span></span><code><a id="__codelineno-5-1" name="__codelineno-5-1" href="#__codelineno-5-1"></a>kubectl<span class="w"> </span>port-forward<span class="w"> </span>svc/evaluator-openaire-research-evaluator-web<span class="w"> </span><span class="m">7860</span>:7860
</code></pre></div>
<p>App at <code>http://localhost:7860</code>. With Ingress configured, at <code>http://openaire-eval.local</code>.</p>
<p><strong>Local DNS setup:</strong> add to <code>/etc/hosts</code>:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-6-1" name="__codelineno-6-1" href="#__codelineno-6-1"></a><span class="nb">echo</span><span class="w"> </span><span class="s2">&quot;127.0.0.1 openaire-eval.local&quot;</span><span class="w"> </span><span class="p">|</span><span class="w"> </span>sudo<span class="w"> </span>tee<span class="w"> </span>-a<span class="w"> </span>/etc/hosts
</code></pre></div>
<p>Then access at <code>http://openaire-eval.local</code> (k3s Traefik listens on port 80).</p>
<h2 id="components">Components</h2>
<table>
<thead>
<tr>
<th>Component</th>
<th>Service</th>
<th>Port</th>
</tr>
</thead>
<tbody>
<tr>
<td>Web (FastAPI + Vue)</td>
<td><code>&lt;release&gt;-web</code></td>
<td>7860</td>
</tr>
<tr>
<td>PostgreSQL</td>
<td><code>&lt;release&gt;-postgres</code></td>
<td>5432</td>
</tr>
<tr>
<td>Redis</td>
<td><code>&lt;release&gt;-redis</code></td>
<td>6379</td>
</tr>
<tr>
<td>Worker (Celery)</td>
<td>— (internal)</td>
<td>—</td>
</tr>
</tbody>
</table>
<h2 id="troubleshooting">Troubleshooting</h2>
<p>Check web pod logs for alembic migration status:</p>
<div class="highlight"><pre><span></span><code><a id="__codelineno-7-1" name="__codelineno-7-1" href="#__codelineno-7-1"></a>kubectl<span class="w"> </span>logs<span class="w"> </span>deployment/evaluator-openaire-research-evaluator-web
</code></pre></div>
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