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Geode&rsquo;s test harness provides comprehensive cross-client validation ensuring all polyglot clients behave consistently.</p> <h3 id="geode-test-harness" class="position-relative d-flex align-items-center group"> <span>Geode Test Harness</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="geode-test-harness" aria-haspopup="dialog" aria-label="Share link: Geode Test Harness"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><p>The <code>geode-test-harness</code> validates all client libraries against a live Geode server:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="cl"><span class="nb">cd</span> geode-test-harness </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Setup test environment</span> </span></span><span class="line"><span class="cl">make setup </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Run all client tests</span> </span></span><span class="line"><span class="cl">make test-all </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Generate HTML report</span> </span></span><span class="line"><span class="cl">make test-all-html </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Test specific client</span> </span></span><span class="line"><span class="cl">make test-go </span></span><span class="line"><span class="cl">make test-python </span></span><span class="line"><span class="cl">make test-rust </span></span><span class="line"><span class="cl">make test-zig </span></span></code></pre></div> <h3 id="test-categories" class="position-relative d-flex align-items-center group"> <span>Test Categories</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="test-categories" aria-haspopup="dialog" aria-label="Share link: Test Categories"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="1-basic-operations" class="position-relative d-flex align-items-center group"> <span>1. Basic Operations</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="1-basic-operations" aria-haspopup="dialog" aria-label="Share link: 1. Basic Operations"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="c1"># geode-test-harness/tests/test_basic.py</span> </span></span><span class="line"><span class="cl"><span class="kn">import</span> <span class="nn">pytest</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_ping</span><span class="p">(</span><span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Verify client can ping server&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;ping&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">success</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_simple_query</span><span class="p">(</span><span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Execute simple MATCH query&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (n) RETURN count(n)&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">success</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="s1">&#39;count(n)&#39;</span> <span class="ow">in</span> <span class="n">result</span><span class="o">.</span><span class="n">columns</span> </span></span></code></pre></div> <h4 id="2-crud-operations" class="position-relative d-flex align-items-center group"> <span>2. CRUD Operations</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="2-crud-operations" aria-haspopup="dialog" aria-label="Share link: 2. CRUD Operations"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_node_create</span><span class="p">(</span><span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Create node and verify&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;CREATE (u:User {name: &#39;Alice&#39;, age: 30}) RETURN u&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">success</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">rows_affected</span> <span class="o">==</span> <span class="mi">1</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_relationship_create</span><span class="p">(</span><span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Create relationship between nodes&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;CREATE (a:User {name: &#39;Alice&#39;})-[:KNOWS]-&gt;(b:User {name: &#39;Bob&#39;})&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (a:User)-[r:KNOWS]-&gt;(b:User) RETURN count(r)&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;count(r)&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">1</span> </span></span></code></pre></div> <h4 id="3-transaction-tests" class="position-relative d-flex align-items-center group"> <span>3. Transaction Tests</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="3-transaction-tests" aria-haspopup="dialog" aria-label="Share link: 3. Transaction Tests"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_transaction_commit</span><span class="p">(</span><span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Test transaction commit&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;transaction&#34;</span><span class="p">,</span> <span class="n">operations</span><span class="o">=</span><span class="p">[</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;type&#34;</span><span class="p">:</span> <span class="s2">&#34;begin&#34;</span><span class="p">},</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;type&#34;</span><span class="p">:</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">:</span> <span class="s2">&#34;CREATE (u:User {name: &#39;TX Test&#39;})&#34;</span><span class="p">},</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;type&#34;</span><span class="p">:</span> <span class="s2">&#34;commit&#34;</span><span class="p">}</span> </span></span><span class="line"><span class="cl"> <span class="p">])</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">success</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Verify committed</span> </span></span><span class="line"><span class="cl"> <span class="n">verify</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (u:User {name: &#39;TX Test&#39;}) RETURN count(u)&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">verify</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;count(u)&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">1</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_transaction_rollback</span><span class="p">(</span><span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Test transaction rollback&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;transaction&#34;</span><span class="p">,</span> <span class="n">operations</span><span class="o">=</span><span class="p">[</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;type&#34;</span><span class="p">:</span> <span class="s2">&#34;begin&#34;</span><span class="p">},</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;type&#34;</span><span class="p">:</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">:</span> <span class="s2">&#34;CREATE (u:User {name: &#39;Rollback Test&#39;})&#34;</span><span class="p">},</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;type&#34;</span><span class="p">:</span> <span class="s2">&#34;rollback&#34;</span><span class="p">}</span> </span></span><span class="line"><span class="cl"> <span class="p">])</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">success</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Verify rolled back</span> </span></span><span class="line"><span class="cl"> <span class="n">verify</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (u:User {name: &#39;Rollback Test&#39;}) RETURN count(u)&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">verify</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;count(u)&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span> </span></span></code></pre></div> <h4 id="4-concurrent-access" class="position-relative d-flex align-items-center group"> <span>4. Concurrent Access</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="4-concurrent-access" aria-haspopup="dialog" aria-label="Share link: 4. Concurrent Access"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_concurrent_queries</span><span class="p">(</span><span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Test concurrent query execution&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="kn">import</span> <span class="nn">asyncio</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">def</span> <span class="nf">run_query</span><span class="p">(</span><span class="n">i</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="k">return</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="sa">f</span><span class="s2">&#34;MATCH (n) WHERE n.id = </span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2"> RETURN n&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Run 100 concurrent queries</span> </span></span><span class="line"><span class="cl"> <span class="n">results</span> <span class="o">=</span> <span class="k">await</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">gather</span><span class="p">(</span><span class="o">*</span><span class="p">[</span><span class="n">run_query</span><span class="p">(</span><span class="n">i</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">100</span><span class="p">)])</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># All should succeed</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="nb">all</span><span class="p">(</span><span class="n">r</span><span class="o">.</span><span class="n">success</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">results</span><span class="p">)</span> </span></span></code></pre></div> <h3 id="end-to-end-scenarios" class="position-relative d-flex align-items-center group"> <span>End-to-End Scenarios</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="end-to-end-scenarios" aria-haspopup="dialog" aria-label="Share link: End-to-End Scenarios"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="multi-client-workflow" class="position-relative d-flex align-items-center group"> <span>Multi-Client Workflow</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="multi-client-workflow" aria-haspopup="dialog" aria-label="Share link: Multi-Client Workflow"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_multi_client_workflow</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Test workflow across different clients&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Go client creates data</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;CREATE (p:Product {id: 1, name: &#39;Widget&#39;, price: 19.99})&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Python client queries data</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (p:Product </span><span class="si">{id: 1}</span><span class="s2">) RETURN p.name, p.price&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;p.name&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;Widget&#39;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Rust client updates data</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (p:Product </span><span class="si">{id: 1}</span><span class="s2">) SET p.price = 24.99&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Zig client verifies update</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;zig&#34;</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (p:Product </span><span class="si">{id: 1}</span><span class="s2">) RETURN p.price&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;p.price&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mf">24.99</span> </span></span></code></pre></div> <h4 id="data-type-compatibility" class="position-relative d-flex align-items-center group"> <span>Data Type Compatibility</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="data-type-compatibility" aria-haspopup="dialog" aria-label="Share link: Data Type Compatibility"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_data_type_roundtrip</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Verify data types work across all clients&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">test_data</span> <span class="o">=</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;null_value&#34;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;int_value&#34;</span><span class="p">:</span> <span class="mi">42</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;float_value&#34;</span><span class="p">:</span> <span class="mf">3.14159</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;string_value&#34;</span><span class="p">:</span> <span class="s2">&#34;Hello, Geode!&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;bool_value&#34;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;list_value&#34;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">],</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;map_value&#34;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&#34;key&#34;</span><span class="p">:</span> <span class="s2">&#34;value&#34;</span><span class="p">,</span> <span class="s2">&#34;nested&#34;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&#34;a&#34;</span><span class="p">:</span> <span class="mi">1</span><span class="p">}}</span> </span></span><span class="line"><span class="cl"> <span class="p">}</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Create with Go client</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;CREATE (n:Test $props)&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">params</span><span class="o">=</span><span class="p">{</span><span class="s2">&#34;props&#34;</span><span class="p">:</span> <span class="n">test_data</span><span class="p">})</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Verify with each client</span> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">client</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (n:Test) RETURN n&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">node</span> <span class="o">=</span> <span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;n&#39;</span><span class="p">]</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">node</span><span class="p">[</span><span class="s1">&#39;int_value&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">42</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="nb">abs</span><span class="p">(</span><span class="n">node</span><span class="p">[</span><span class="s1">&#39;float_value&#39;</span><span class="p">]</span> <span class="o">-</span> <span class="mf">3.14159</span><span class="p">)</span> <span class="o">&lt;</span> <span class="mf">0.0001</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">node</span><span class="p">[</span><span class="s1">&#39;string_value&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s2">&#34;Hello, Geode!&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">node</span><span class="p">[</span><span class="s1">&#39;list_value&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">]</span> </span></span></code></pre></div> <h3 id="performance-testing" class="position-relative d-flex align-items-center group"> <span>Performance Testing</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="performance-testing" aria-haspopup="dialog" aria-label="Share link: Performance Testing"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_throughput</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Measure queries per second for each client&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="kn">import</span> <span class="nn">time</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">client</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="n">query_count</span> <span class="o">=</span> <span class="mi">1000</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">query_count</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (n) RETURN count(n)&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">duration</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span> </span></span><span class="line"><span class="cl"> <span class="n">qps</span> <span class="o">=</span> <span class="n">query_count</span> <span class="o">/</span> <span class="n">duration</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;</span><span class="si">{</span><span class="n">client</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="n">qps</span><span class="si">:</span><span class="s2">.2f</span><span class="si">}</span><span class="s2"> QPS&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Verify minimum performance</span> </span></span><span class="line"><span class="cl"> <span class="n">baseline_qps</span> <span class="o">=</span> <span class="mi">0</span> <span class="c1"># Set based on your benchmark baseline</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">qps</span> <span class="o">&gt;=</span> <span class="n">baseline_qps</span><span class="p">,</span> <span class="p">(</span> </span></span><span class="line"><span class="cl"> <span class="sa">f</span><span class="s2">&#34;</span><span class="si">{</span><span class="n">client</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="n">qps</span><span class="si">:</span><span class="s2">.2f</span><span class="si">}</span><span class="s2"> QPS below baseline </span><span class="si">{</span><span class="n">baseline_qps</span><span class="si">}</span><span class="s2">&#34;</span> </span></span><span class="line"><span class="cl"> <span class="p">)</span> </span></span></code></pre></div> <h3 id="error-handling-tests" class="position-relative d-flex align-items-center group"> <span>Error Handling Tests</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="error-handling-tests" aria-haspopup="dialog" aria-label="Share link: Error Handling Tests"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_parse_error</span><span class="p">(</span><span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Verify parse errors handled correctly&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;INVALID QUERY SYNTAX&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">expect_error</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="ow">not</span> <span class="n">result</span><span class="o">.</span><span class="n">success</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="s2">&#34;ParseError&#34;</span> <span class="ow">in</span> <span class="n">result</span><span class="o">.</span><span class="n">error_type</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_connection_error</span><span class="p">(</span><span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Verify connection errors handled&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;connect&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">host</span><span class="o">=</span><span class="s2">&#34;nonexistent.host&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">port</span><span class="o">=</span><span class="mi">9999</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">expect_error</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="ow">not</span> <span class="n">result</span><span class="o">.</span><span class="n">success</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="s2">&#34;ConnectionError&#34;</span> <span class="ow">in</span> <span class="n">result</span><span class="o">.</span><span class="n">error_type</span> </span></span></code></pre></div> <h3 id="test-reporting" class="position-relative d-flex align-items-center group"> <span>Test Reporting</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="test-reporting" aria-haspopup="dialog" aria-label="Share link: Test Reporting"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="c1"># Generate comprehensive test report</span> </span></span><span class="line"><span class="cl"><span class="k">def</span> <span class="nf">generate_test_report</span><span class="p">(</span><span class="n">results</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="n">report</span> <span class="o">=</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;timestamp&#34;</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span><span class="o">.</span><span class="n">isoformat</span><span class="p">(),</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;summary&#34;</span><span class="p">:</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;total_tests&#34;</span><span class="p">:</span> <span class="nb">len</span><span class="p">(</span><span class="n">results</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;passed&#34;</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">results</span> <span class="k">if</span> <span class="n">r</span><span class="o">.</span><span class="n">success</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;failed&#34;</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">results</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">r</span><span class="o">.</span><span class="n">success</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;duration_seconds&#34;</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="n">r</span><span class="o">.</span><span class="n">duration</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">results</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="p">},</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;by_client&#34;</span><span class="p">:</span> <span class="p">{}</span> </span></span><span class="line"><span class="cl"> <span class="p">}</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">client</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="n">client_results</span> <span class="o">=</span> <span class="p">[</span><span class="n">r</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">results</span> <span class="k">if</span> <span class="n">r</span><span class="o">.</span><span class="n">client</span> <span class="o">==</span> <span class="n">client</span><span class="p">]</span> </span></span><span class="line"><span class="cl"> <span class="n">report</span><span class="p">[</span><span class="s2">&#34;by_client&#34;</span><span class="p">][</span><span class="n">client</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;total&#34;</span><span class="p">:</span> <span class="nb">len</span><span class="p">(</span><span class="n">client_results</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;passed&#34;</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">client_results</span> <span class="k">if</span> <span class="n">r</span><span class="o">.</span><span class="n">success</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;failed&#34;</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">client_results</span> <span class="k">if</span> <span class="ow">not</span> <span class="n">r</span><span class="o">.</span><span class="n">success</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;avg_duration_ms&#34;</span><span class="p">:</span> <span class="nb">sum</span><span class="p">(</span><span class="n">r</span><span class="o">.</span><span class="n">duration</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">client_results</span><span class="p">)</span> <span class="o">/</span> <span class="nb">len</span><span class="p">(</span><span class="n">client_results</span><span class="p">)</span> <span class="o">*</span> <span class="mi">1000</span> </span></span><span class="line"><span class="cl"> <span class="p">}</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">return</span> <span class="n">report</span> </span></span></code></pre></div> <h3 id="continuous-integration-setup" class="position-relative d-flex align-items-center group"> <span>Continuous Integration Setup</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="continuous-integration-setup" aria-haspopup="dialog" aria-label="Share link: Continuous Integration Setup"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="github-actions-integration" class="position-relative d-flex align-items-center group"> <span>GitHub Actions Integration</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="github-actions-integration" aria-haspopup="dialog" aria-label="Share link: GitHub Actions Integration"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml"><span class="line"><span class="cl"><span class="c"># .github/workflows/integration-tests.yml</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l">Integration Tests</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="nt">on</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="l">push, pull_request]</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="nt">jobs</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">test</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">runs-on</span><span class="p">:</span><span class="w"> </span><span class="l">ubuntu-latest</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">services</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">geode</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l">geode:latest</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">ports</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="m">3141</span><span class="p">:</span><span class="m">3141</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">options</span><span class="p">:</span><span class="w"> </span><span class="p">&gt;-</span><span class="sd"> </span></span></span><span class="line"><span class="cl"><span class="sd"> --health-cmd &#34;geode ping&#34; </span></span></span><span class="line"><span class="cl"><span class="sd"> --health-interval 10s </span></span></span><span class="line"><span class="cl"><span class="sd"> --health-timeout 5s </span></span></span><span class="line"><span class="cl"><span class="sd"> --health-retries 5</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">strategy</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">matrix</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">client</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="l">go, python, rust, zig]</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">steps</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="nt">uses</span><span class="p">:</span><span class="w"> </span><span class="l">actions/checkout@v3</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l">Setup ${{ matrix.client }}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">run</span><span class="p">:</span><span class="w"> </span><span class="p">|</span><span class="sd"> </span></span></span><span class="line"><span class="cl"><span class="sd"> cd geode-test-harness </span></span></span><span class="line"><span class="cl"><span class="sd"> make setup-${{ matrix.client }}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l">Run Integration Tests</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">run</span><span class="p">:</span><span class="w"> </span><span class="p">|</span><span class="sd"> </span></span></span><span class="line"><span class="cl"><span class="sd"> cd geode-test-harness </span></span></span><span class="line"><span class="cl"><span class="sd"> make test-${{ matrix.client }}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l">Upload Test Results</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">if</span><span class="p">:</span><span class="w"> </span><span class="l">always()</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">uses</span><span class="p">:</span><span class="w"> </span><span class="l">actions/upload-artifact@v3</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">with</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l">test-results-${{ matrix.client }}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">path</span><span class="p">:</span><span class="w"> </span><span class="l">geode-test-harness/reports/${{ matrix.client }}/</span><span class="w"> </span></span></span></code></pre></div> <h4 id="docker-compose-test-environment" class="position-relative d-flex align-items-center group"> <span>Docker Compose Test Environment</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="docker-compose-test-environment" aria-haspopup="dialog" aria-label="Share link: Docker Compose Test Environment"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml"><span class="line"><span class="cl"><span class="c"># docker-compose.test.yml</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="nt">version</span><span class="p">:</span><span class="w"> </span><span class="s1">&#39;3.8&#39;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="nt">services</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">geode</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">image</span><span class="p">:</span><span class="w"> </span><span class="l">geode:latest</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">ports</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="s2">&#34;3141:3141&#34;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">environment</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="l">GEODE_LOG_LEVEL=debug</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="l">GEODE_MAX_CONNECTIONS=1000</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">healthcheck</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">test</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&#34;CMD&#34;</span><span class="p">,</span><span class="w"> </span><span class="s2">&#34;geode&#34;</span><span class="p">,</span><span class="w"> </span><span class="s2">&#34;ping&#34;</span><span class="p">]</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">interval</span><span class="p">:</span><span class="w"> </span><span class="l">5s</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">timeout</span><span class="p">:</span><span class="w"> </span><span class="l">3s</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">retries</span><span class="p">:</span><span class="w"> </span><span class="m">5</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">test-runner</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">build</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">context</span><span class="p">:</span><span class="w"> </span><span class="l">./geode-test-harness</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">dockerfile</span><span class="p">:</span><span class="w"> </span><span class="l">Dockerfile.test</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">depends_on</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">geode</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">condition</span><span class="p">:</span><span class="w"> </span><span class="l">service_healthy</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">environment</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="l">GEODE_HOST=geode</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="l">GEODE_PORT=3141</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">volumes</span><span class="p">:</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="l">./geode-test-harness:/app</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span>- <span class="l">./test-results:/app/reports</span><span class="w"> </span></span></span></code></pre></div> <h3 id="advanced-testing-patterns" class="position-relative d-flex align-items-center group"> <span>Advanced Testing Patterns</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="advanced-testing-patterns" aria-haspopup="dialog" aria-label="Share link: Advanced Testing Patterns"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="schema-validation-tests" class="position-relative d-flex align-items-center group"> <span>Schema Validation Tests</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="schema-validation-tests" aria-haspopup="dialog" aria-label="Share link: Schema Validation Tests"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_schema_consistency</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Verify schema is consistent across all operations&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Create schema</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;&#34;&#34; </span></span></span><span class="line"><span class="cl"><span class="s2"> CREATE (u:User {id: &#39;test1&#39;, name: &#39;Test User&#39;, age: 25}) </span></span></span><span class="line"><span class="cl"><span class="s2"> &#34;&#34;&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Verify schema from all clients</span> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">client</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (u:User {id: &#39;test1&#39;}) RETURN u.name, u.age&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;u.name&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;Test User&#39;</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;u.age&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">25</span> </span></span></code></pre></div> <h4 id="stress-testing" class="position-relative d-flex align-items-center group"> <span>Stress Testing</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="stress-testing" aria-haspopup="dialog" aria-label="Share link: Stress Testing"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_connection_pool_under_load</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Test connection pool handles high concurrent load&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="kn">import</span> <span class="nn">asyncio</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">def</span> <span class="nf">concurrent_queries</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">100</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="n">tasks</span> <span class="o">=</span> <span class="p">[]</span> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">n</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="n">task</span> <span class="o">=</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="sa">f</span><span class="s2">&#34;MATCH (n) WHERE n.id = </span><span class="si">{</span><span class="n">i</span><span class="si">}</span><span class="s2"> RETURN n&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="n">tasks</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">task</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">results</span> <span class="o">=</span> <span class="k">await</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">gather</span><span class="p">(</span><span class="o">*</span><span class="n">tasks</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">return</span> <span class="n">results</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">client</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="n">results</span> <span class="o">=</span> <span class="k">await</span> <span class="n">concurrent_queries</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="n">n</span><span class="o">=</span><span class="mi">500</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="n">duration</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">time</span><span class="p">()</span> <span class="o">-</span> <span class="n">start</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># All queries should succeed</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="nb">all</span><span class="p">(</span><span class="n">r</span><span class="o">.</span><span class="n">success</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">results</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Should complete in reasonable time</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">duration</span> <span class="o">&lt;</span> <span class="mi">30</span> <span class="c1"># 30 seconds for 500 queries</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&#34;</span><span class="si">{</span><span class="n">client</span><span class="si">}</span><span class="s2">: </span><span class="si">{</span><span class="mi">500</span><span class="o">/</span><span class="n">duration</span><span class="si">:</span><span class="s2">.2f</span><span class="si">}</span><span class="s2"> QPS&#34;</span><span class="p">)</span> </span></span></code></pre></div> <h4 id="data-consistency-tests" class="position-relative d-flex align-items-center group"> <span>Data Consistency Tests</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="data-consistency-tests" aria-haspopup="dialog" aria-label="Share link: Data Consistency Tests"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_transaction_isolation</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Verify transaction isolation between clients&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Client 1 starts transaction</span> </span></span><span class="line"><span class="cl"> <span class="n">tx1_id</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;transaction_begin&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Client 1 creates data</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">transaction_id</span><span class="o">=</span><span class="n">tx1_id</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;CREATE (u:User {id: &#39;iso_test&#39;, name: &#39;Isolated&#39;})&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Client 2 should NOT see uncommitted data</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (u:User {id: &#39;iso_test&#39;}) RETURN count(u)&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;count(u)&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Client 1 commits</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;transaction_commit&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">transaction_id</span><span class="o">=</span><span class="n">tx1_id</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Now Client 2 should see data</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (u:User {id: &#39;iso_test&#39;}) RETURN count(u)&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;count(u)&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">1</span> </span></span></code></pre></div> <h4 id="binary-data-handling" class="position-relative d-flex align-items-center group"> <span>Binary Data Handling</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="binary-data-handling" aria-haspopup="dialog" aria-label="Share link: Binary Data Handling"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_binary_data_roundtrip</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Test binary data handling across clients&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="kn">import</span> <span class="nn">base64</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Create binary data</span> </span></span><span class="line"><span class="cl"> <span class="n">binary_data</span> <span class="o">=</span> <span class="nb">bytes</span><span class="p">([</span><span class="n">i</span> <span class="o">%</span> <span class="mi">256</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1000</span><span class="p">)])</span> </span></span><span class="line"><span class="cl"> <span class="n">encoded</span> <span class="o">=</span> <span class="n">base64</span><span class="o">.</span><span class="n">b64encode</span><span class="p">(</span><span class="n">binary_data</span><span class="p">)</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="s1">&#39;utf-8&#39;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Store via Python client</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;CREATE (b:Binary {id: &#39;test&#39;, data: $data})&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">params</span><span class="o">=</span><span class="p">{</span><span class="s2">&#34;data&#34;</span><span class="p">:</span> <span class="n">encoded</span><span class="p">})</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Retrieve via each client</span> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">client</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (b:Binary {id: &#39;test&#39;}) RETURN b.data&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">retrieved</span> <span class="o">=</span> <span class="n">base64</span><span class="o">.</span><span class="n">b64decode</span><span class="p">(</span><span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;b.data&#39;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="n">retrieved</span> <span class="o">==</span> <span class="n">binary_data</span> </span></span></code></pre></div> <h4 id="time-zone-handling" class="position-relative d-flex align-items-center group"> <span>Time Zone Handling</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="time-zone-handling" aria-haspopup="dialog" aria-label="Share link: Time Zone Handling"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_timezone_consistency</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Verify timestamp handling across timezones&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span><span class="p">,</span> <span class="n">timezone</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Create timestamp in UTC</span> </span></span><span class="line"><span class="cl"> <span class="n">now_utc</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">(</span><span class="n">timezone</span><span class="o">.</span><span class="n">utc</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Store via Go client</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;execute&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;CREATE (e:Event {id: &#39;tz_test&#39;, occurred_at: $timestamp})&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">params</span><span class="o">=</span><span class="p">{</span><span class="s2">&#34;timestamp&#34;</span><span class="p">:</span> <span class="n">now_utc</span><span class="o">.</span><span class="n">isoformat</span><span class="p">()})</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Verify all clients read same timestamp</span> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">client</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">run_client_test</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="s2">&#34;query&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">query</span><span class="o">=</span><span class="s2">&#34;MATCH (e:Event {id: &#39;tz_test&#39;}) RETURN e.occurred_at&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">timestamp</span> <span class="o">=</span> <span class="n">parse_iso8601</span><span class="p">(</span><span class="n">result</span><span class="o">.</span><span class="n">bindings</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="s1">&#39;e.occurred_at&#39;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Should match within 1 second (allowing for clock skew)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="nb">abs</span><span class="p">((</span><span class="n">timestamp</span> <span class="o">-</span> <span class="n">now_utc</span><span class="p">)</span><span class="o">.</span><span class="n">total_seconds</span><span class="p">())</span> <span class="o">&lt;</span> <span class="mi">1</span> </span></span></code></pre></div> <h3 id="test-organization" class="position-relative d-flex align-items-center group"> <span>Test Organization</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="test-organization" aria-haspopup="dialog" aria-label="Share link: Test Organization"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="test-categorization" class="position-relative d-flex align-items-center group"> <span>Test Categorization</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="test-categorization" aria-haspopup="dialog" aria-label="Share link: Test Categorization"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="c1"># tests/test_categories.py</span> </span></span><span class="line"><span class="cl"><span class="kn">import</span> <span class="nn">pytest</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">TestBasicOperations</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Basic CRUD operations&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">def</span> <span class="nf">test_ping</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Basic connectivity&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">pass</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">def</span> <span class="nf">test_create_node</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Create single node&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">pass</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">TestComplexQueries</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Complex graph patterns&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">def</span> <span class="nf">test_multi_hop_traversal</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Multi-hop graph traversal&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">pass</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">TestTransactions</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Transaction behavior&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">def</span> <span class="nf">test_commit</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Transaction commit&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">pass</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">TestPerformance</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Performance and scalability&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="nd">@pytest.mark.parametrize</span><span class="p">(</span><span class="s2">&#34;client&#34;</span><span class="p">,</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">])</span> </span></span><span class="line"><span class="cl"> <span class="nd">@pytest.mark.slow</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">def</span> <span class="nf">test_bulk_insert</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">client</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Bulk data insertion&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">pass</span> </span></span></code></pre></div> <h4 id="fixtures-and-helpers" class="position-relative d-flex align-items-center group"> <span>Fixtures and Helpers</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="fixtures-and-helpers" aria-haspopup="dialog" aria-label="Share link: Fixtures and Helpers"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="c1"># tests/conftest.py</span> </span></span><span class="line"><span class="cl"><span class="kn">import</span> <span class="nn">pytest</span> </span></span><span class="line"><span class="cl"><span class="kn">from</span> <span class="nn">geode_test_harness</span> <span class="kn">import</span> <span class="n">GeodeTestClient</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.fixture</span><span class="p">(</span><span class="n">scope</span><span class="o">=</span><span class="s2">&#34;session&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">geode_server</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Start Geode server for tests&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">server</span> <span class="o">=</span> <span class="k">await</span> <span class="n">start_geode_server</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="k">yield</span> <span class="n">server</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">server</span><span class="o">.</span><span class="n">stop</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.fixture</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">clean_database</span><span class="p">(</span><span class="n">geode_server</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Clean database before each test&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">geode_server</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="s2">&#34;MATCH (n) DETACH DELETE n&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">yield</span> </span></span><span class="line"><span class="cl"> <span class="c1"># Cleanup after test</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">geode_server</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="s2">&#34;MATCH (n) DETACH DELETE n&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.fixture</span> </span></span><span class="line"><span class="cl"><span class="k">def</span> <span class="nf">sample_graph_data</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Sample graph data for tests&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">return</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;nodes&#34;</span><span class="p">:</span> <span class="p">[</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;id&#34;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s2">&#34;label&#34;</span><span class="p">:</span> <span class="s2">&#34;User&#34;</span><span class="p">,</span> <span class="s2">&#34;name&#34;</span><span class="p">:</span> <span class="s2">&#34;Alice&#34;</span><span class="p">},</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;id&#34;</span><span class="p">:</span> <span class="mi">2</span><span class="p">,</span> <span class="s2">&#34;label&#34;</span><span class="p">:</span> <span class="s2">&#34;User&#34;</span><span class="p">,</span> <span class="s2">&#34;name&#34;</span><span class="p">:</span> <span class="s2">&#34;Bob&#34;</span><span class="p">},</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;id&#34;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span> <span class="s2">&#34;label&#34;</span><span class="p">:</span> <span class="s2">&#34;Product&#34;</span><span class="p">,</span> <span class="s2">&#34;name&#34;</span><span class="p">:</span> <span class="s2">&#34;Widget&#34;</span><span class="p">}</span> </span></span><span class="line"><span class="cl"> <span class="p">],</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;relationships&#34;</span><span class="p">:</span> <span class="p">[</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;from&#34;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s2">&#34;to&#34;</span><span class="p">:</span> <span class="mi">2</span><span class="p">,</span> <span class="s2">&#34;type&#34;</span><span class="p">:</span> <span class="s2">&#34;KNOWS&#34;</span><span class="p">},</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;from&#34;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s2">&#34;to&#34;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span> <span class="s2">&#34;type&#34;</span><span class="p">:</span> <span class="s2">&#34;PURCHASED&#34;</span><span class="p">}</span> </span></span><span class="line"><span class="cl"> <span class="p">]</span> </span></span><span class="line"><span class="cl"> <span class="p">}</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">load_sample_data</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="n">data</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Helper to load sample data&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">data</span><span class="p">[</span><span class="s2">&#34;nodes&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span> </span></span><span class="line"><span class="cl"> <span class="sa">f</span><span class="s2">&#34;CREATE (n:</span><span class="si">{</span><span class="n">node</span><span class="p">[</span><span class="s1">&#39;label&#39;</span><span class="p">]</span><span class="si">}</span><span class="s2"> </span><span class="se">{{</span><span class="s2">id: $id, name: $name</span><span class="se">}}</span><span class="s2">)&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">node</span> </span></span><span class="line"><span class="cl"> <span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">rel</span> <span class="ow">in</span> <span class="n">data</span><span class="p">[</span><span class="s2">&#34;relationships&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span> </span></span><span class="line"><span class="cl"> <span class="sa">f</span><span class="s2">&#34;MATCH (a </span><span class="se">{{</span><span class="s2">id: $from</span><span class="se">}}</span><span class="s2">), (b </span><span class="se">{{</span><span class="s2">id: $to</span><span class="se">}}</span><span class="s2">) CREATE (a)-[:</span><span class="si">{</span><span class="n">rel</span><span class="p">[</span><span class="s1">&#39;type&#39;</span><span class="p">]</span><span class="si">}</span><span class="s2">]-&gt;(b)&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">rel</span> </span></span><span class="line"><span class="cl"> <span class="p">)</span> </span></span></code></pre></div> <h3 id="test-reporting-1" class="position-relative d-flex align-items-center group"> <span>Test Reporting</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="test-reporting-1" aria-haspopup="dialog" aria-label="Share link: Test Reporting"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3> <h4 id="custom-test-reporter" class="position-relative d-flex align-items-center group"> <span>Custom Test Reporter</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="custom-test-reporter" aria-haspopup="dialog" aria-label="Share link: Custom Test Reporter"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="c1"># test_reporter.py</span> </span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">IntegrationTestReporter</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Generate comprehensive test reports&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="bp">self</span><span class="o">.</span><span class="n">results</span> <span class="o">=</span> <span class="p">[]</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">def</span> <span class="nf">record_result</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">client</span><span class="p">,</span> <span class="n">test_name</span><span class="p">,</span> <span class="n">result</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Record individual test result&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="bp">self</span><span class="o">.</span><span class="n">results</span><span class="o">.</span><span class="n">append</span><span class="p">({</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;client&#39;</span><span class="p">:</span> <span class="n">client</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;test&#39;</span><span class="p">:</span> <span class="n">test_name</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;status&#39;</span><span class="p">:</span> <span class="s1">&#39;passed&#39;</span> <span class="k">if</span> <span class="n">result</span><span class="o">.</span><span class="n">success</span> <span class="k">else</span> <span class="s1">&#39;failed&#39;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;duration_ms&#39;</span><span class="p">:</span> <span class="n">result</span><span class="o">.</span><span class="n">duration</span> <span class="o">*</span> <span class="mi">1000</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;error&#39;</span><span class="p">:</span> <span class="n">result</span><span class="o">.</span><span class="n">error</span> <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="n">result</span><span class="p">,</span> <span class="s1">&#39;error&#39;</span><span class="p">)</span> <span class="k">else</span> <span class="kc">None</span> </span></span><span class="line"><span class="cl"> <span class="p">})</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">def</span> <span class="nf">generate_html_report</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">output_file</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Generate HTML test report&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">html</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&#34;&#34;&#34; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;!DOCTYPE html&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;html&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;head&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;title&gt;Geode Integration Test Report&lt;/title&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;style&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> .passed </span><span class="se">{{</span><span class="s2"> color: green; </span><span class="se">}}</span><span class="s2"> </span></span></span><span class="line"><span class="cl"><span class="s2"> .failed </span><span class="se">{{</span><span class="s2"> color: red; </span><span class="se">}}</span><span class="s2"> </span></span></span><span class="line"><span class="cl"><span class="s2"> table </span><span class="se">{{</span><span class="s2"> border-collapse: collapse; width: 100%; </span><span class="se">}}</span><span class="s2"> </span></span></span><span class="line"><span class="cl"><span class="s2"> th, td </span><span class="se">{{</span><span class="s2"> border: 1px solid #ddd; padding: 8px; </span><span class="se">}}</span><span class="s2"> </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/style&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/head&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;body&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;h1&gt;Integration Test Results&lt;/h1&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;p&gt;Generated: </span><span class="si">{</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span><span class="si">}</span><span class="s2">&lt;/p&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;h2&gt;Summary&lt;/h2&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;table&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;tr&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Client&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Total&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Passed&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Failed&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Pass Rate&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/tr&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">client</span> <span class="ow">in</span> <span class="p">[</span><span class="s2">&#34;go&#34;</span><span class="p">,</span> <span class="s2">&#34;python&#34;</span><span class="p">,</span> <span class="s2">&#34;rust&#34;</span><span class="p">,</span> <span class="s2">&#34;zig&#34;</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="n">client_results</span> <span class="o">=</span> <span class="p">[</span><span class="n">r</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">results</span> <span class="k">if</span> <span class="n">r</span><span class="p">[</span><span class="s1">&#39;client&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="n">client</span><span class="p">]</span> </span></span><span class="line"><span class="cl"> <span class="n">total</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">client_results</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="n">passed</span> <span class="o">=</span> <span class="nb">sum</span><span class="p">(</span><span class="mi">1</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">client_results</span> <span class="k">if</span> <span class="n">r</span><span class="p">[</span><span class="s1">&#39;status&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="s1">&#39;passed&#39;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="n">failed</span> <span class="o">=</span> <span class="n">total</span> <span class="o">-</span> <span class="n">passed</span> </span></span><span class="line"><span class="cl"> <span class="n">pass_rate</span> <span class="o">=</span> <span class="p">(</span><span class="n">passed</span> <span class="o">/</span> <span class="n">total</span> <span class="o">*</span> <span class="mi">100</span><span class="p">)</span> <span class="k">if</span> <span class="n">total</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="k">else</span> <span class="mi">0</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">html</span> <span class="o">+=</span> <span class="sa">f</span><span class="s2">&#34;&#34;&#34; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;tr&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td&gt;</span><span class="si">{</span><span class="n">client</span><span class="si">}</span><span class="s2">&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td&gt;</span><span class="si">{</span><span class="n">total</span><span class="si">}</span><span class="s2">&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td class=&#34;passed&#34;&gt;</span><span class="si">{</span><span class="n">passed</span><span class="si">}</span><span class="s2">&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td class=&#34;failed&#34;&gt;</span><span class="si">{</span><span class="n">failed</span><span class="si">}</span><span class="s2">&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td&gt;</span><span class="si">{</span><span class="n">pass_rate</span><span class="si">:</span><span class="s2">.1f</span><span class="si">}</span><span class="s2">%&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/tr&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">html</span> <span class="o">+=</span> <span class="s2">&#34;&#34;&#34; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/table&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;h2&gt;Detailed Results&lt;/h2&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;table&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;tr&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Client&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Test&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Status&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Duration (ms)&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;th&gt;Error&lt;/th&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/tr&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">result</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">results</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="n">status_class</span> <span class="o">=</span> <span class="n">result</span><span class="o">.</span><span class="n">rows</span><span class="p">[</span><span class="s1">&#39;status&#39;</span><span class="p">]</span> </span></span><span class="line"><span class="cl"> <span class="n">html</span> <span class="o">+=</span> <span class="sa">f</span><span class="s2">&#34;&#34;&#34; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;tr&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td&gt;</span><span class="si">{</span><span class="n">result</span><span class="o">.</span><span class="n">rows</span><span class="p">[</span><span class="s1">&#39;client&#39;</span><span class="p">]</span><span class="si">}</span><span class="s2">&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td&gt;</span><span class="si">{</span><span class="n">result</span><span class="o">.</span><span class="n">rows</span><span class="p">[</span><span class="s1">&#39;test&#39;</span><span class="p">]</span><span class="si">}</span><span class="s2">&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td class=&#34;</span><span class="si">{</span><span class="n">status_class</span><span class="si">}</span><span class="s2">&#34;&gt;</span><span class="si">{</span><span class="n">result</span><span class="o">.</span><span class="n">rows</span><span class="p">[</span><span class="s1">&#39;status&#39;</span><span class="p">]</span><span class="si">}</span><span class="s2">&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td&gt;</span><span class="si">{</span><span class="n">result</span><span class="o">.</span><span class="n">rows</span><span class="p">[</span><span class="s1">&#39;duration_ms&#39;</span><span class="p">]</span><span class="si">:</span><span class="s2">.2f</span><span class="si">}</span><span class="s2">&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;td&gt;</span><span class="si">{</span><span class="n">result</span><span class="o">.</span><span class="n">rows</span><span class="p">[</span><span class="s1">&#39;error&#39;</span><span class="p">]</span> <span class="ow">or</span> <span class="s1">&#39;&#39;</span><span class="si">}</span><span class="s2">&lt;/td&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/tr&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">html</span> <span class="o">+=</span> <span class="s2">&#34;&#34;&#34; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/table&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/body&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &lt;/html&gt; </span></span></span><span class="line"><span class="cl"><span class="s2"> &#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">output_file</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">html</span><span class="p">)</span> </span></span></code></pre></div> <h4 id="performance-comparison-report" class="position-relative d-flex align-items-center group"> <span>Performance Comparison Report</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="performance-comparison-report" aria-haspopup="dialog" aria-label="Share link: Performance Comparison Report"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="k">def</span> <span class="nf">generate_performance_comparison</span><span class="p">(</span><span class="n">results</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Compare performance across clients&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">performance_data</span> <span class="o">=</span> <span class="p">{}</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">result</span> <span class="ow">in</span> <span class="n">results</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="n">test_name</span> <span class="o">=</span> <span class="n">result</span><span class="o">.</span><span class="n">rows</span><span class="p">[</span><span class="s1">&#39;test&#39;</span><span class="p">]</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="n">test_name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">performance_data</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="n">performance_data</span><span class="p">[</span><span class="n">test_name</span><span class="p">]</span> <span class="o">=</span> <span class="p">{}</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">client</span> <span class="o">=</span> <span class="n">result</span><span class="o">.</span><span class="n">rows</span><span class="p">[</span><span class="s1">&#39;client&#39;</span><span class="p">]</span> </span></span><span class="line"><span class="cl"> <span class="n">duration</span> <span class="o">=</span> <span class="n">result</span><span class="o">.</span><span class="n">rows</span><span class="p">[</span><span class="s1">&#39;duration_ms&#39;</span><span class="p">]</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="n">client</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">performance_data</span><span class="p">[</span><span class="n">test_name</span><span class="p">]:</span> </span></span><span class="line"><span class="cl"> <span class="n">performance_data</span><span class="p">[</span><span class="n">test_name</span><span class="p">][</span><span class="n">client</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">performance_data</span><span class="p">[</span><span class="n">test_name</span><span class="p">][</span><span class="n">client</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">duration</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Generate comparison chart data</span> </span></span><span class="line"><span class="cl"> <span class="n">comparison</span> <span class="o">=</span> <span class="p">[]</span> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">test_name</span><span class="p">,</span> <span class="n">client_data</span> <span class="ow">in</span> <span class="n">performance_data</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="n">test_comparison</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;test&#39;</span><span class="p">:</span> <span class="n">test_name</span><span class="p">}</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">for</span> <span class="n">client</span><span class="p">,</span> <span class="n">durations</span> <span class="ow">in</span> <span class="n">client_data</span><span class="o">.</span><span class="n">items</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="n">avg_duration</span> <span class="o">=</span> <span class="nb">sum</span><span class="p">(</span><span class="n">durations</span><span class="p">)</span> <span class="o">/</span> <span class="nb">len</span><span class="p">(</span><span class="n">durations</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="n">test_comparison</span><span class="p">[</span><span class="n">client</span><span class="p">]</span> <span class="o">=</span> <span class="n">avg_duration</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">comparison</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">test_comparison</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">return</span> <span class="n">comparison</span> </span></span></code></pre></div> <h3 id="related-topics" class="position-relative d-flex align-items-center group"> <span>Related Topics</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="related-topics" aria-haspopup="dialog" aria-label="Share link: Related Topics"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><ul> <li><strong><a href="/tags/unit-tests/" >Unit Tests</a> </strong>: Unit testing strategies</li> <li><strong><a href="/tags/ci-cd/" >CI/CD</a> </strong>: Continuous integration</li> <li><strong><a href="/tags/deployment/" >Deployment</a> </strong>: Deployment strategies</li> <li><strong><a href="/tags/containers/" >Containers</a> </strong>: Container-based testing</li> <li><strong><a href="/tags/testing/" >Testing</a> </strong>: General testing practices</li> </ul> <h3 id="further-reading" class="position-relative d-flex align-items-center group"> <span>Further Reading</span> <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="further-reading" aria-haspopup="dialog" aria-label="Share link: Further Reading"> <i class="fa-sharp-duotone fa-solid fa-share-nodes" aria-hidden="true" style="font-size: 0.8em;"></i> <span class="visually-hidden">Share link</span> </button> </h3><ul> <li><strong>Integration Testing Guide</strong>: <code>/docs/development/integration-testing/</code></li> <li><strong>Test Harness Documentation</strong>: <code>/docs/development/test-harness/</code></li> <li><strong>Cross-Client Compatibility</strong>: <code>/docs/clients/compatibility/</code></li> <li><strong>CI/CD Best Practices</strong>: <code>/docs/development/ci-cd-practices/</code></li> <li><strong>Performance Testing</strong>: <code>/docs/testing/performance-testing/</code></li> </ul>

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