<!-- CANARY: REQ=REQ-DOCS-001; FEATURE="Docs"; ASPECT=Documentation; STATUS=TESTED; OWNER=docs; UPDATED=2026-01-15 --> <h2 id="unit-testing-in-geode" class="position-relative d-flex align-items-center group"> <span>Unit Testing in Geode</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="unit-testing-in-geode" aria-haspopup="dialog" aria-label="Share link: Unit Testing in Geode"> <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> </h2><div id="headingShareModal" class="heading-share-modal" role="dialog" aria-modal="true" aria-labelledby="headingShareTitle" hidden> <div class="hsm-dialog" role="document"> <div class="hsm-header"> <h2 id="headingShareTitle" class="h6 mb-0 fw-bold">Share this section</h2> <button type="button" class="hsm-close" aria-label="Close"> <i class="fa-solid fa-xmark"></i> </button> </div> <div class="hsm-body"> <label for="headingShareInput" class="form-label small text-muted mb-1 text-uppercase fw-bold" style="font-size: 0.7rem; 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} function hydrate(id){ const url=buildUrl(id); input.value=url; const enc=encodeURIComponent(url); const text=encodeURIComponent(document.title); if(twitter) twitter.href=`https://twitter.com/intent/tweet?url=${enc}&text=${text}`; if(linkedin) linkedin.href=`https://www.linkedin.com/sharing/share-offsite/?url=${enc}`; if(facebook) facebook.href=`https://www.facebook.com/sharer/sharer.php?u=${enc}`; } function openModal(id){ lastFocus=document.activeElement; hydrate(id); if(!isOpen()){ modal.removeAttribute('hidden'); } requestAnimationFrame(()=>{ input.focus(); }); trapFocus(); } function closeModal(){ if(!isOpen()) return; modal.setAttribute('hidden',''); if(lastFocus && typeof lastFocus.focus==='function') lastFocus.focus(); } function copyCurrent(){ try{ navigator.clipboard.writeText(input.value).then(()=>feedback(true),()=>fallback()); } catch(e){ fallback(); } } function fallback(){ input.select(); try{ document.execCommand('copy'); feedback(true);}catch(e){ feedback(false);} } function feedback(ok){ if(!copyBtn) return; const icon=copyBtn.querySelector('i'); if(!icon) return; const prev=copyBtn.getAttribute('data-prev')||icon.className; if(!copyBtn.getAttribute('data-prev')) copyBtn.setAttribute('data-prev',prev); icon.className= ok ? 'fa-duotone fa-clipboard-check':'fa-duotone fa-circle-exclamation'; setTimeout(()=>{ icon.className=prev; },1800); } function handleShareClick(e){ e.preventDefault(); const btn=e.currentTarget; const id=btn.getAttribute('data-share-target'); if(id) openModal(id); } function bindShareButtons(){ document.querySelectorAll('.h-share').forEach(btn=>{ if(!btn.dataset.hShareBound){ btn.addEventListener('click', handleShareClick); btn.dataset.hShareBound='1'; } }); } bindShareButtons(); if(document.readyState==='loading'){ document.addEventListener('DOMContentLoaded', bindShareButtons); } else { requestAnimationFrame(bindShareButtons); } document.addEventListener('click', function(e){ const shareBtn=e.target.closest && e.target.closest('.h-share'); if(shareBtn && !shareBtn.dataset.hShareBound){ handleShareClick.call(shareBtn, e); } }, true); document.addEventListener('click', e=>{ if(e.target===modal) closeModal(); if(e.target.closest && e.target.closest('.hsm-close')){ e.preventDefault(); closeModal(); } if(copyBtn && (e.target===copyBtn || (e.target.closest && e.target.closest('.hsm-copy')))) { e.preventDefault(); copyCurrent(); } }); document.addEventListener('keydown', e=>{ if(e.key==='Escape' && isOpen()) closeModal(); }); function trapFocus(){ if(trapBound) return; trapBound=true; modal.addEventListener('keydown', f=>{ if(f.key==='Tab' && isOpen()){ const focusable=[...modal.querySelectorAll('a[href],button,input,textarea,select,[tabindex]:not([tabindex="-1"])')].filter(el=>!el.hasAttribute('disabled')); if(!focusable.length) return; const first=focusable[0]; const last=focusable[focusable.length-1]; if(f.shiftKey && document.activeElement===first){ f.preventDefault(); last.focus(); } else if(!f.shiftKey && document.activeElement===last){ f.preventDefault(); first.focus(); } } }); } if(closeBtn) closeBtn.addEventListener('click', e=>{ e.preventDefault(); closeModal(); }); })(); </script><p>Unit testing is fundamental to Geode&rsquo;s development methodology, ensuring code correctness, preventing regressions, and enabling confident refactoring. Geode maintains 97.4% test coverage with 1,644 passing tests out of 1,688 total tests.</p> <h3 id="geodes-testing-philosophy" class="position-relative d-flex align-items-center group"> <span>Geode&amp;rsquo;s Testing Philosophy</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="geodes-testing-philosophy" aria-haspopup="dialog" aria-label="Share link: Geodes Testing Philosophy"> <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>Geode follows evidence-based development with CANARY markers tracking all implementations. The testing strategy emphasizes:</p> <p><strong>No Mocks for Database Logic</strong>: Tests run against real Geode server instances, not mocks. This ensures tests validate actual behavior rather than simulated responses.</p> <p><strong>Comprehensive Coverage</strong>: Every feature implementation must include corresponding tests. The GeodeTestLab suite provides comprehensive validation.</p> <p><strong>Fast Feedback</strong>: Unit tests complete in 2-3 minutes, providing rapid developer feedback.</p> <p><strong>ISO Conformance</strong>: 100% compliance for ISO/IEC 39075:2024 (see conformance profile).</p> <h3 id="unit-test-structure-in-geode" class="position-relative d-flex align-items-center group"> <span>Unit Test Structure in Geode</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="unit-test-structure-in-geode" aria-haspopup="dialog" aria-label="Share link: Unit Test Structure in Geode"> <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="server-tests-zig" class="position-relative d-flex align-items-center group"> <span>Server Tests (Zig)</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="server-tests-zig" aria-haspopup="dialog" aria-label="Share link: Server Tests (Zig)"> <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><p>Geode&rsquo;s server is implemented in Zig with built-in test framework:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-zig" data-lang="zig"><span class="line"><span class="cl"><span class="c1">// geode/src/parser/lexer_test.zig </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="kr">const</span><span class="w"> </span><span class="n">std</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nb">@import</span><span class="p">(</span><span class="s">&#34;std&#34;</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="kr">const</span><span class="w"> </span><span class="n">testing</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">std</span><span class="p">.</span><span class="n">testing</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="kr">const</span><span class="w"> </span><span class="n">Lexer</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nb">@import</span><span class="p">(</span><span class="s">&#34;lexer.zig&#34;</span><span class="p">).</span><span class="n">Lexer</span><span class="p">;</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="k">test</span><span class="w"> </span><span class="s">&#34;lexer tokenizes simple GQL query&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">input</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&#34;MATCH (n:User) RETURN n&#34;</span><span class="p">;</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="kr">var</span><span class="w"> </span><span class="n">lexer</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">Lexer</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">,</span><span class="w"> </span><span class="n">input</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">lexer</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="kr">const</span><span class="w"> </span><span class="n">tokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">lexer</span><span class="p">.</span><span class="n">tokenize</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">allocator</span><span class="p">.</span><span class="n">free</span><span class="p">(</span><span class="n">tokens</span><span class="p">);</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="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqual</span><span class="p">(</span><span class="nb">@as</span><span class="p">(</span><span class="kt">usize</span><span class="p">,</span><span class="w"> </span><span class="mi">7</span><span class="p">),</span><span class="w"> </span><span class="n">tokens</span><span class="p">.</span><span class="n">len</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqual</span><span class="p">(</span><span class="n">Token</span><span class="p">.</span><span class="n">Type</span><span class="p">.</span><span class="n">MATCH</span><span class="p">,</span><span class="w"> </span><span class="n">tokens</span><span class="p">[</span><span class="mi">0</span><span class="p">].</span><span class="kt">type</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqual</span><span class="p">(</span><span class="n">Token</span><span class="p">.</span><span class="n">Type</span><span class="p">.</span><span class="n">LPAREN</span><span class="p">,</span><span class="w"> </span><span class="n">tokens</span><span class="p">[</span><span class="mi">1</span><span class="p">].</span><span class="kt">type</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqualStrings</span><span class="p">(</span><span class="s">&#34;n&#34;</span><span class="p">,</span><span class="w"> </span><span class="n">tokens</span><span class="p">[</span><span class="mi">2</span><span class="p">].</span><span class="n">value</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</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="k">test</span><span class="w"> </span><span class="s">&#34;lexer handles Unicode identifiers&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">input</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&#34;MATCH (user:用户) RETURN user.名前&#34;</span><span class="p">;</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="kr">var</span><span class="w"> </span><span class="n">lexer</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">Lexer</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">,</span><span class="w"> </span><span class="n">input</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">lexer</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="kr">const</span><span class="w"> </span><span class="n">tokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">lexer</span><span class="p">.</span><span class="n">tokenize</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">allocator</span><span class="p">.</span><span class="n">free</span><span class="p">(</span><span class="n">tokens</span><span class="p">);</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="c1">// Verify Unicode support </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqualStrings</span><span class="p">(</span><span class="s">&#34;用户&#34;</span><span class="p">,</span><span class="w"> </span><span class="n">tokens</span><span class="p">[</span><span class="mi">3</span><span class="p">].</span><span class="n">value</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqualStrings</span><span class="p">(</span><span class="s">&#34;名前&#34;</span><span class="p">,</span><span class="w"> </span><span class="n">tokens</span><span class="p">[</span><span class="mi">8</span><span class="p">].</span><span class="n">value</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</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="k">test</span><span class="w"> </span><span class="s">&#34;lexer error handling - unterminated string&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">input</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&#34;MATCH (n) WHERE n.name = &#39;unterminated&#34;</span><span class="p">;</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="kr">var</span><span class="w"> </span><span class="n">lexer</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">Lexer</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">,</span><span class="w"> </span><span class="n">input</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">lexer</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="kr">const</span><span class="w"> </span><span class="n">result</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">lexer</span><span class="p">.</span><span class="n">tokenize</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectError</span><span class="p">(</span><span class="k">error</span><span class="p">.</span><span class="n">UnterminatedString</span><span class="p">,</span><span class="w"> </span><span class="n">result</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</span><span class="w"> </span></span></span></code></pre></div><p><strong>Run Tests</strong>:</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 </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Run all tests</span> </span></span><span class="line"><span class="cl">zig build <span class="nb">test</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Run specific test file</span> </span></span><span class="line"><span class="cl">zig build <span class="nb">test</span> -Dtest-filter<span class="o">=</span><span class="s2">&#34;lexer_test&#34;</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Run with coverage</span> </span></span><span class="line"><span class="cl">zig build <span class="nb">test</span> -Dcoverage<span class="o">=</span><span class="nb">true</span> </span></span></code></pre></div> <h4 id="query-planner-tests" class="position-relative d-flex align-items-center group"> <span>Query Planner 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="query-planner-tests" aria-haspopup="dialog" aria-label="Share link: Query Planner 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-zig" data-lang="zig"><span class="line"><span class="cl"><span class="c1">// geode/src/planner/query_planner_test.zig </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="kr">const</span><span class="w"> </span><span class="n">QueryPlanner</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nb">@import</span><span class="p">(</span><span class="s">&#34;query_planner.zig&#34;</span><span class="p">).</span><span class="n">QueryPlanner</span><span class="p">;</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="k">test</span><span class="w"> </span><span class="s">&#34;planner chooses index for equality filter&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">db</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">TestDatabase</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="c1">// Create index </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="s">&#34;CREATE INDEX user_email ON User(email)&#34;</span><span class="p">);</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="c1">// Parse query </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">query</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&#34;MATCH (u:User {email: $email}) RETURN u&#34;</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">planner</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">QueryPlanner</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">db</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">planner</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="kr">const</span><span class="w"> </span><span class="n">plan</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">planner</span><span class="p">.</span><span class="n">plan</span><span class="p">(</span><span class="n">query</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">plan</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="c1">// Verify planner chose index seek </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expect</span><span class="p">(</span><span class="n">plan</span><span class="p">.</span><span class="n">operations</span><span class="p">[</span><span class="mi">0</span><span class="p">].</span><span class="kt">type</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="p">.</span><span class="n">IndexSeek</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqualStrings</span><span class="p">(</span><span class="s">&#34;user_email&#34;</span><span class="p">,</span><span class="w"> </span><span class="n">plan</span><span class="p">.</span><span class="n">operations</span><span class="p">[</span><span class="mi">0</span><span class="p">].</span><span class="n">index_name</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</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="k">test</span><span class="w"> </span><span class="s">&#34;planner avoids cartesian product&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">db</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">TestDatabase</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="c1">// Query that could create cartesian product </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">query</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&#34;MATCH (a:User), (b:Product) WHERE a.pref = b.cat RETURN a, b&#34;</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">planner</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">QueryPlanner</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">,</span><span class="w"> </span><span class="o">&amp;</span><span class="n">db</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">planner</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="kr">const</span><span class="w"> </span><span class="n">plan</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">planner</span><span class="p">.</span><span class="n">plan</span><span class="p">(</span><span class="n">query</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">plan</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="c1">// Verify planner adds relationship or index to avoid cartesian product </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expect</span><span class="p">(</span><span class="o">!</span><span class="n">plan</span><span class="p">.</span><span class="n">hasCartesianProduct</span><span class="p">());</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</span><span class="w"> </span></span></span></code></pre></div> <h4 id="transaction-tests" class="position-relative d-flex align-items-center group"> <span>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="transaction-tests" aria-haspopup="dialog" aria-label="Share link: 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-zig" data-lang="zig"><span class="line"><span class="cl"><span class="c1">// geode/src/storage/transaction_test.zig </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="k">test</span><span class="w"> </span><span class="s">&#34;transaction ACID properties&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">db</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">TestDatabase</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="c1">// Test Atomicity </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">tx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">beginTransaction</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">errdefer</span><span class="w"> </span><span class="n">tx</span><span class="p">.</span><span class="n">rollback</span><span class="p">();</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="k">try</span><span class="w"> </span><span class="n">tx</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="s">&#34;CREATE (u:User {name: &#39;Alice&#39;})&#34;</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">tx</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="s">&#34;CREATE (u:User {name: &#39;Bob&#39;})&#34;</span><span class="p">);</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="c1">// Simulate error </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">result</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">tx</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="s">&#34;INVALID QUERY&#34;</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectError</span><span class="p">(</span><span class="k">error</span><span class="p">.</span><span class="n">ParseError</span><span class="p">,</span><span class="w"> </span><span class="n">result</span><span class="p">);</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="c1">// Rollback </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">tx</span><span class="p">.</span><span class="n">rollback</span><span class="p">();</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="c1">// Verify no data written </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">count</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="s">&#34;MATCH (u:User) RETURN count(u)&#34;</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqual</span><span class="p">(</span><span class="nb">@as</span><span class="p">(</span><span class="kt">i64</span><span class="p">,</span><span class="w"> </span><span class="mi">0</span><span class="p">),</span><span class="w"> </span><span class="n">count</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">}</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="c1">// Test Isolation </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">tx1</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">beginTransaction</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">tx1</span><span class="p">.</span><span class="n">rollback</span><span class="p">();</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="kr">var</span><span class="w"> </span><span class="n">tx2</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">beginTransaction</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">tx2</span><span class="p">.</span><span class="n">rollback</span><span class="p">();</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="c1">// TX1 writes </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">tx1</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="s">&#34;CREATE (u:User {name: &#39;Charlie&#39;})&#34;</span><span class="p">);</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="c1">// TX2 should not see TX1&#39;s changes </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">count</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">tx2</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="s">&#34;MATCH (u:User) RETURN count(u)&#34;</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqual</span><span class="p">(</span><span class="nb">@as</span><span class="p">(</span><span class="kt">i64</span><span class="p">,</span><span class="w"> </span><span class="mi">0</span><span class="p">),</span><span class="w"> </span><span class="n">count</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</span><span class="w"> </span></span></span></code></pre></div> <h4 id="client-library-tests" class="position-relative d-flex align-items-center group"> <span>Client Library 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="client-library-tests" aria-haspopup="dialog" aria-label="Share link: Client Library 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><p><strong>Go Client Tests</strong>:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-go" data-lang="go"><span class="line"><span class="cl"><span class="c1">// geode-client-go/client_test.go </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="kn">package</span> <span class="nx">geode</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="kn">import</span> <span class="p">(</span> </span></span><span class="line"><span class="cl"> <span class="s">&#34;context&#34;</span> </span></span><span class="line"><span class="cl"> <span class="s">&#34;database/sql&#34;</span> </span></span><span class="line"><span class="cl"> <span class="s">&#34;testing&#34;</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="kd">func</span> <span class="nf">TestBasicQuery</span><span class="p">(</span><span class="nx">t</span> <span class="o">*</span><span class="nx">testing</span><span class="p">.</span><span class="nx">T</span><span class="p">)</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">db</span><span class="p">,</span> <span class="nx">err</span> <span class="o">:=</span> <span class="nx">sql</span><span class="p">.</span><span class="nf">Open</span><span class="p">(</span><span class="s">&#34;geode&#34;</span><span class="p">,</span> <span class="s">&#34;quic://localhost:3141&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">defer</span> <span class="nx">db</span><span class="p">.</span><span class="nf">Close</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1">// Execute query </span></span></span><span class="line"><span class="cl"><span class="c1"></span> <span class="nx">rows</span><span class="p">,</span> <span class="nx">err</span> <span class="o">:=</span> <span class="nx">db</span><span class="p">.</span><span class="nf">Query</span><span class="p">(</span><span class="s">&#34;MATCH (n) RETURN count(n) AS cnt&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">defer</span> <span class="nx">rows</span><span class="p">.</span><span class="nf">Close</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="kd">var</span> <span class="nx">count</span> <span class="kt">int64</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">rows</span><span class="p">.</span><span class="nf">Next</span><span class="p">()</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">:=</span> <span class="nx">rows</span><span class="p">.</span><span class="nf">Scan</span><span class="p">(</span><span class="o">&amp;</span><span class="nx">count</span><span class="p">);</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">if</span> <span class="nx">count</span> <span class="p">&lt;</span> <span class="mi">0</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Errorf</span><span class="p">(</span><span class="s">&#34;Expected non-negative count, got %d&#34;</span><span class="p">,</span> <span class="nx">count</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="kd">func</span> <span class="nf">TestPreparedStatement</span><span class="p">(</span><span class="nx">t</span> <span class="o">*</span><span class="nx">testing</span><span class="p">.</span><span class="nx">T</span><span class="p">)</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">db</span><span class="p">,</span> <span class="nx">err</span> <span class="o">:=</span> <span class="nx">sql</span><span class="p">.</span><span class="nf">Open</span><span class="p">(</span><span class="s">&#34;geode&#34;</span><span class="p">,</span> <span class="s">&#34;quic://localhost:3141&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">defer</span> <span class="nx">db</span><span class="p">.</span><span class="nf">Close</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1">// Prepare statement </span></span></span><span class="line"><span class="cl"><span class="c1"></span> <span class="nx">stmt</span><span class="p">,</span> <span class="nx">err</span> <span class="o">:=</span> <span class="nx">db</span><span class="p">.</span><span class="nf">Prepare</span><span class="p">(</span><span class="s">&#34;MATCH (u:User {email: $1}) RETURN u.name&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">defer</span> <span class="nx">stmt</span><span class="p">.</span><span class="nf">Close</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1">// Execute with parameter </span></span></span><span class="line"><span class="cl"><span class="c1"></span> <span class="kd">var</span> <span class="nx">name</span> <span class="kt">string</span> </span></span><span class="line"><span class="cl"> <span class="nx">err</span> <span class="p">=</span> <span class="nx">stmt</span><span class="p">.</span><span class="nf">QueryRow</span><span class="p">(</span><span class="s">&#34;[email protected]&#34;</span><span class="p">).</span><span class="nf">Scan</span><span class="p">(</span><span class="o">&amp;</span><span class="nx">name</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="o">&amp;&amp;</span> <span class="nx">err</span> <span class="o">!=</span> <span class="nx">sql</span><span class="p">.</span><span class="nx">ErrNoRows</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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="kd">func</span> <span class="nf">TestTransaction</span><span class="p">(</span><span class="nx">t</span> <span class="o">*</span><span class="nx">testing</span><span class="p">.</span><span class="nx">T</span><span class="p">)</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">db</span><span class="p">,</span> <span class="nx">err</span> <span class="o">:=</span> <span class="nx">sql</span><span class="p">.</span><span class="nf">Open</span><span class="p">(</span><span class="s">&#34;geode&#34;</span><span class="p">,</span> <span class="s">&#34;quic://localhost:3141&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">defer</span> <span class="nx">db</span><span class="p">.</span><span class="nf">Close</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="nx">tx</span><span class="p">,</span> <span class="nx">err</span> <span class="o">:=</span> <span class="nx">db</span><span class="p">.</span><span class="nf">Begin</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">// Execute in transaction </span></span></span><span class="line"><span class="cl"><span class="c1"></span> <span class="nx">_</span><span class="p">,</span> <span class="nx">err</span> <span class="p">=</span> <span class="nx">tx</span><span class="p">.</span><span class="nf">Exec</span><span class="p">(</span><span class="s">&#34;CREATE (u:User {name: &#39;Test User&#39;})&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">tx</span><span class="p">.</span><span class="nf">Rollback</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">// Commit </span></span></span><span class="line"><span class="cl"><span class="c1"></span> <span class="k">if</span> <span class="nx">err</span> <span class="o">:=</span> <span class="nx">tx</span><span class="p">.</span><span class="nf">Commit</span><span class="p">();</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">// Verify data persisted </span></span></span><span class="line"><span class="cl"><span class="c1"></span> <span class="kd">var</span> <span class="nx">count</span> <span class="kt">int</span> </span></span><span class="line"><span class="cl"> <span class="nx">err</span> <span class="p">=</span> <span class="nx">db</span><span class="p">.</span><span class="nf">QueryRow</span><span class="p">(</span><span class="s">&#34;MATCH (u:User {name: &#39;Test User&#39;}) RETURN count(u)&#34;</span><span class="p">).</span><span class="nf">Scan</span><span class="p">(</span><span class="o">&amp;</span><span class="nx">count</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="nx">err</span> <span class="o">!=</span> <span class="kc">nil</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Fatal</span><span class="p">(</span><span class="nx">err</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">if</span> <span class="nx">count</span> <span class="o">!=</span> <span class="mi">1</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="nx">t</span><span class="p">.</span><span class="nf">Errorf</span><span class="p">(</span><span class="s">&#34;Expected 1 user, got %d&#34;</span><span class="p">,</span> <span class="nx">count</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></code></pre></div><p><strong>Python Client Tests</strong>:</p> <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-client-python/tests/test_client.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_client</span> <span class="kn">import</span> <span class="n">Client</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.mark.asyncio</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_basic_query</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="n">client</span> <span class="o">=</span> <span class="n">Client</span><span class="p">(</span><span class="n">host</span><span class="o">=</span><span class="s2">&#34;localhost&#34;</span><span class="p">,</span> <span class="n">port</span><span class="o">=</span><span class="mi">3141</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">with</span> <span class="n">client</span><span class="o">.</span><span class="n">connection</span><span class="p">()</span> <span class="k">as</span> <span class="n">conn</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="k">await</span> <span class="n">conn</span><span class="o">.</span><span class="n">query</span><span class="p">(</span><span class="s2">&#34;MATCH (n) RETURN count(n) AS cnt&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">assert</span> <span class="nb">len</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="o">==</span> <span class="mi">1</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;cnt&#39;</span><span class="p">]</span> <span class="o">&gt;=</span> <span class="mi">0</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.mark.asyncio</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_parameterized_query</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="n">client</span> <span class="o">=</span> <span class="n">Client</span><span class="p">(</span><span class="n">host</span><span class="o">=</span><span class="s2">&#34;localhost&#34;</span><span class="p">,</span> <span class="n">port</span><span class="o">=</span><span class="mi">3141</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">with</span> <span class="n">client</span><span class="o">.</span><span class="n">connection</span><span class="p">()</span> <span class="k">as</span> <span class="n">conn</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="k">await</span> <span class="n">conn</span><span class="o">.</span><span class="n">query</span><span class="p">(</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;MATCH (u:User {email: $email}) RETURN u.name&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;email&#34;</span><span class="p">:</span> <span class="s2">&#34;[email protected]&#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="c1"># Should not raise exception</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.mark.asyncio</span> </span></span><span class="line"><span class="cl"><span class="k">async</span> <span class="k">def</span> <span class="nf">test_transaction</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="n">client</span> <span class="o">=</span> <span class="n">Client</span><span class="p">(</span><span class="n">host</span><span class="o">=</span><span class="s2">&#34;localhost&#34;</span><span class="p">,</span> <span class="n">port</span><span class="o">=</span><span class="mi">3141</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">with</span> <span class="n">client</span><span class="o">.</span><span class="n">connection</span><span class="p">()</span> <span class="k">as</span> <span class="n">conn</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">with</span> <span class="n">client</span><span class="o">.</span><span class="n">connection</span><span class="p">()</span> <span class="k">as</span> <span class="n">tx</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">tx</span><span class="o">.</span><span class="n">begin</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">tx</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="s2">&#34;CREATE (u:User {name: &#39;Test&#39;})&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">tx</span><span class="o">.</span><span class="n">execute</span><span class="p">(</span><span class="s2">&#34;CREATE (u:User {name: &#39;Test2&#39;})&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="c1"># Auto-commits on exit</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">result</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="k">await</span> <span class="n">conn</span><span class="o">.</span><span class="n">query</span><span class="p">(</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;MATCH (u:User) WHERE u.name STARTS WITH &#39;Test&#39; RETURN count(u)&#34;</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">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">2</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="nd">@pytest.mark.asyncio</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></span><span class="line"><span class="cl"> <span class="n">client</span> <span class="o">=</span> <span class="n">Client</span><span class="p">(</span><span class="n">host</span><span class="o">=</span><span class="s2">&#34;localhost&#34;</span><span class="p">,</span> <span class="n">port</span><span class="o">=</span><span class="mi">3141</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">with</span> <span class="n">client</span><span class="o">.</span><span class="n">connection</span><span class="p">()</span> <span class="k">as</span> <span class="n">conn</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="k">try</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">with</span> <span class="n">client</span><span class="o">.</span><span class="n">connection</span><span class="p">()</span> <span class="k">as</span> <span class="n">tx</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">tx</span><span class="o">.</span><span class="n">begin</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">tx</span><span class="o">.</span><span class="n">execute</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="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">&#34;Simulated error&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">except</span><span class="p">:</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="c1"># Verify rolled back</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="k">await</span> <span class="n">conn</span><span class="o">.</span><span class="n">query</span><span class="p">(</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;MATCH (u:User {name: &#39;Rollback Test&#39;}) RETURN count(u)&#34;</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">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> <h3 id="test-coverage" class="position-relative d-flex align-items-center group"> <span>Test Coverage</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-coverage" aria-haspopup="dialog" aria-label="Share link: Test Coverage"> <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>Geode tracks test coverage meticulously:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="cl"><span class="c1"># Generate coverage report</span> </span></span><span class="line"><span class="cl"><span class="nb">cd</span> geode </span></span><span class="line"><span class="cl">zig build <span class="nb">test</span> -Dcoverage<span class="o">=</span><span class="nb">true</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># View coverage</span> </span></span><span class="line"><span class="cl">zig build coverage-report </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Geode Coverage Stats:</span> </span></span><span class="line"><span class="cl"><span class="c1"># - Overall: 97.4% (1644/1688 tests passing)</span> </span></span><span class="line"><span class="cl"><span class="c1"># - Core modules: 95%+</span> </span></span><span class="line"><span class="cl"><span class="c1"># - Security code: 100%</span> </span></span><span class="line"><span class="cl"><span class="c1"># - GQL parser: 95%+</span> </span></span></code></pre></div><p><strong>Coverage Requirements</strong>:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="c1"># scripts/check-coverage.py</span> </span></span><span class="line"><span class="cl"><span class="k">def</span> <span class="nf">check_coverage_requirements</span><span class="p">(</span><span class="n">coverage_data</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="n">requirements</span> <span class="o">=</span> <span class="p">{</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;overall&#39;</span><span class="p">:</span> <span class="mf">90.0</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;core&#39;</span><span class="p">:</span> <span class="mf">95.0</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;security&#39;</span><span class="p">:</span> <span class="mf">100.0</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;parser&#39;</span><span class="p">:</span> <span class="mf">95.0</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">module</span><span class="p">,</span> <span class="n">threshold</span> <span class="ow">in</span> <span class="n">requirements</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">actual</span> <span class="o">=</span> <span class="n">coverage_data</span><span class="o">.</span><span class="n">get_module_coverage</span><span class="p">(</span><span class="n">module</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="n">actual</span> <span class="o">&lt;</span> <span class="n">threshold</span><span class="p">:</span> </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;FAILED: </span><span class="si">{</span><span class="n">module</span><span class="si">}</span><span class="s2"> coverage </span><span class="si">{</span><span class="n">actual</span><span class="si">}</span><span class="s2">% &lt; </span><span class="si">{</span><span class="n">threshold</span><span class="si">}</span><span class="s2">%&#34;</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">return</span> <span class="kc">False</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">return</span> <span class="kc">True</span> </span></span></code></pre></div> <h3 id="best-practices" class="position-relative d-flex align-items-center group"> <span>Best Practices</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="best-practices" aria-haspopup="dialog" aria-label="Share link: Best Practices"> <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-test-naming-convention" class="position-relative d-flex align-items-center group"> <span>1. Test Naming Convention</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-test-naming-convention" aria-haspopup="dialog" aria-label="Share link: 1. Test Naming Convention"> <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-zig" data-lang="zig"><span class="line"><span class="cl"><span class="c1">// Use descriptive test names </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="k">test</span><span class="w"> </span><span class="s">&#34;parser correctly handles nested parentheses&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="p">}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="k">test</span><span class="w"> </span><span class="s">&#34;transaction isolation prevents dirty reads&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="p">}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="k">test</span><span class="w"> </span><span class="s">&#34;index seek optimization for equality filters&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="p">}</span><span class="w"> </span></span></span></code></pre></div> <h4 id="2-arrange-act-assert-pattern" class="position-relative d-flex align-items-center group"> <span>2. Arrange-Act-Assert Pattern</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-arrange-act-assert-pattern" aria-haspopup="dialog" aria-label="Share link: 2. Arrange-Act-Assert Pattern"> <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-zig" data-lang="zig"><span class="line"><span class="cl"><span class="k">test</span><span class="w"> </span><span class="s">&#34;user creation with valid data&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="c1">// Arrange </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">db</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">TestDatabase</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="c1">// Act </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">result</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="s">&#34;CREATE (u:User {name: &#39;Alice&#39;, email: &#39;[email protected]&#39;}) RETURN u&#34;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">);</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="c1">// Assert </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqual</span><span class="p">(</span><span class="nb">@as</span><span class="p">(</span><span class="kt">usize</span><span class="p">,</span><span class="w"> </span><span class="mi">1</span><span class="p">),</span><span class="w"> </span><span class="n">result</span><span class="p">.</span><span class="n">len</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectEqualStrings</span><span class="p">(</span><span class="s">&#34;Alice&#34;</span><span class="p">,</span><span class="w"> </span><span class="n">result</span><span class="p">[</span><span class="mi">0</span><span class="p">].</span><span class="n">get</span><span class="p">(</span><span class="s">&#34;name&#34;</span><span class="p">));</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</span><span class="w"> </span></span></span></code></pre></div> <h4 id="3-test-data-management" class="position-relative d-flex align-items-center group"> <span>3. Test Data Management</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-test-data-management" aria-haspopup="dialog" aria-label="Share link: 3. Test Data Management"> <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-zig" data-lang="zig"><span class="line"><span class="cl"><span class="kr">const</span><span class="w"> </span><span class="n">TestDatabase</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="n">db</span><span class="o">:</span><span class="w"> </span><span class="o">*</span><span class="n">Database</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="n">allocator</span><span class="o">:</span><span class="w"> </span><span class="n">std</span><span class="p">.</span><span class="n">mem</span><span class="p">.</span><span class="n">Allocator</span><span class="p">,</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="kr">pub</span><span class="w"> </span><span class="k">fn</span><span class="w"> </span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="o">:</span><span class="w"> </span><span class="n">std</span><span class="p">.</span><span class="n">mem</span><span class="p">.</span><span class="n">Allocator</span><span class="p">)</span><span class="w"> </span><span class="o">!</span><span class="n">TestDatabase</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="c1">// Create temporary database </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">db</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">Database</span><span class="p">.</span><span class="n">initTemp</span><span class="p">(</span><span class="n">allocator</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="n">TestDatabase</span><span class="p">{</span><span class="w"> </span><span class="p">.</span><span class="n">db</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">db</span><span class="p">,</span><span class="w"> </span><span class="p">.</span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="p">};</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">}</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="kr">pub</span><span class="w"> </span><span class="k">fn</span><span class="w"> </span><span class="n">deinit</span><span class="p">(</span><span class="n">self</span><span class="o">:</span><span class="w"> </span><span class="o">*</span><span class="n">TestDatabase</span><span class="p">)</span><span class="w"> </span><span class="kt">void</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="n">self</span><span class="p">.</span><span class="n">db</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">};</span><span class="w"> </span></span></span></code></pre></div> <h4 id="4-parallel-test-execution" class="position-relative d-flex align-items-center group"> <span>4. Parallel Test Execution</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-parallel-test-execution" aria-haspopup="dialog" aria-label="Share link: 4. Parallel Test Execution"> <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-bash" data-lang="bash"><span class="line"><span class="cl"><span class="c1"># Run tests in parallel (8 shards)</span> </span></span><span class="line"><span class="cl">zig build <span class="nb">test</span> -Dparallel<span class="o">=</span><span class="m">8</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"><span class="c1"># Results: 8-minute suite runs in 1-2 minutes</span> </span></span></code></pre></div> <h3 id="advanced-testing-techniques" class="position-relative d-flex align-items-center group"> <span>Advanced Testing Techniques</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-techniques" aria-haspopup="dialog" aria-label="Share link: Advanced Testing Techniques"> <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="property-based-testing" class="position-relative d-flex align-items-center group"> <span>Property-Based 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="property-based-testing" aria-haspopup="dialog" aria-label="Share link: Property-Based 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-zig" data-lang="zig"><span class="line"><span class="cl"><span class="c1">// Property-based testing for parser </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="kr">const</span><span class="w"> </span><span class="n">testing</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">std</span><span class="p">.</span><span class="n">testing</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="kr">const</span><span class="w"> </span><span class="n">fuzzing</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nb">@import</span><span class="p">(</span><span class="s">&#34;fuzzing&#34;</span><span class="p">);</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="k">test</span><span class="w"> </span><span class="s">&#34;parser handles all valid GQL syntax&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</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="c1">// Generate random valid GQL queries </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">generator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">fuzzing</span><span class="p">.</span><span class="n">GqlGenerator</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">generator</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="kr">var</span><span class="w"> </span><span class="n">i</span><span class="o">:</span><span class="w"> </span><span class="kt">usize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="mi">1000</span><span class="p">)</span><span class="w"> </span><span class="o">:</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">query</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">generator</span><span class="p">.</span><span class="n">generate_valid_query</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">allocator</span><span class="p">.</span><span class="n">free</span><span class="p">(</span><span class="n">query</span><span class="p">);</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="kr">var</span><span class="w"> </span><span class="n">parser</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">Parser</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">,</span><span class="w"> </span><span class="n">query</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">parser</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="c1">// Should not crash or error on valid input </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">ast</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">parser</span><span class="p">.</span><span class="n">parse</span><span class="p">()</span><span class="w"> </span><span class="k">catch</span><span class="w"> </span><span class="o">|</span><span class="n">err</span><span class="o">|</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="n">std</span><span class="p">.</span><span class="n">debug</span><span class="p">.</span><span class="n">print</span><span class="p">(</span><span class="s">&#34;Failed on query: {s}</span><span class="se">\n</span><span class="s">&#34;</span><span class="p">,</span><span class="w"> </span><span class="p">.{</span><span class="n">query</span><span class="p">});</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="n">err</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">};</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">ast</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</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="k">test</span><span class="w"> </span><span class="s">&#34;lexer rejects all invalid input&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</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="kr">const</span><span class="w"> </span><span class="n">invalid_inputs</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">[</span><span class="n">_</span><span class="p">][]</span><span class="kr">const</span><span class="w"> </span><span class="kt">u8</span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="s">&#34;MATCH (u:User {unterminated string&#34;</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="s">&#34;MATCH () ) ((&#34;</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="s">&#34;RETURN 12.34.56&#34;</span><span class="p">,</span><span class="w"> </span><span class="c1">// Invalid number </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="s">&#34;MATCH $$$$$&#34;</span><span class="p">,</span><span class="w"> </span><span class="c1">// Invalid parameter </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="p">};</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="k">for</span><span class="w"> </span><span class="p">(</span><span class="n">invalid_inputs</span><span class="p">)</span><span class="w"> </span><span class="o">|</span><span class="n">input</span><span class="o">|</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">lexer</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">Lexer</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">,</span><span class="w"> </span><span class="n">input</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">lexer</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="kr">const</span><span class="w"> </span><span class="n">result</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">lexer</span><span class="p">.</span><span class="n">tokenize</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expectError</span><span class="p">(</span><span class="k">error</span><span class="p">.</span><span class="n">ParseError</span><span class="p">,</span><span class="w"> </span><span class="n">result</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">}</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</span><span class="w"> </span></span></span></code></pre></div> <h4 id="parameterized-tests" class="position-relative d-flex align-items-center group"> <span>Parameterized 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="parameterized-tests" aria-haspopup="dialog" aria-label="Share link: Parameterized 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="c1"># geode-client-python/tests/test_parameterized.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;value,expected_type&#34;</span><span class="p">,</span> <span class="p">[</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="mi">42</span><span class="p">,</span> <span class="s2">&#34;integer&#34;</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="mf">3.14</span><span class="p">,</span> <span class="s2">&#34;float&#34;</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="s2">&#34;hello&#34;</span><span class="p">,</span> <span class="s2">&#34;string&#34;</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="kc">True</span><span class="p">,</span> <span class="s2">&#34;boolean&#34;</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="kc">None</span><span class="p">,</span> <span class="s2">&#34;null&#34;</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <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="s2">&#34;list&#34;</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <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;map&#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">async</span> <span class="k">def</span> <span class="nf">test_data_type_handling</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="n">value</span><span class="p">,</span> <span class="n">expected_type</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Test all data types are handled correctly&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">query</span><span class="p">(</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;CREATE (n:Test {value: $value}) RETURN n.value, type(n.value)&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="p">{</span><span class="s2">&#34;value&#34;</span><span class="p">:</span> <span class="n">value</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">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;type(n.value)&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="n">expected_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;query,should_error&#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;MATCH (n) RETURN n&#34;</span><span class="p">,</span> <span class="kc">False</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="s2">&#34;INVALID SYNTAX&#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="p">(</span><span class="s2">&#34;MATCH (n WHERE n.id = 1&#34;</span><span class="p">,</span> <span class="kc">True</span><span class="p">),</span> <span class="c1"># Missing parenthesis</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="s2">&#34;RETURN 1 + &#39;string&#39;&#34;</span><span class="p">,</span> <span class="kc">True</span><span class="p">),</span> <span class="c1"># Type mismatch</span> </span></span><span class="line"><span class="cl"><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_query_validation</span><span class="p">(</span><span class="n">client</span><span class="p">,</span> <span class="n">query</span><span class="p">,</span> <span class="n">should_error</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Test query validation&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="n">should_error</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="k">with</span> <span class="n">pytest</span><span class="o">.</span><span class="n">raises</span><span class="p">(</span><span class="ne">Exception</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 class="n">query</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">else</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="n">result</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">query</span><span class="p">(</span><span class="n">query</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="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> </span></span></code></pre></div> <h4 id="performance-tests" class="position-relative d-flex align-items-center group"> <span>Performance 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="performance-tests" aria-haspopup="dialog" aria-label="Share link: Performance 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-zig" data-lang="zig"><span class="line"><span class="cl"><span class="c1">// Benchmark tests </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="kr">const</span><span class="w"> </span><span class="n">std</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nb">@import</span><span class="p">(</span><span class="s">&#34;std&#34;</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="kr">const</span><span class="w"> </span><span class="n">testing</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">std</span><span class="p">.</span><span class="n">testing</span><span class="p">;</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="k">test</span><span class="w"> </span><span class="s">&#34;query execution performance benchmark&#34;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">allocator</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">allocator</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">db</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">TestDatabase</span><span class="p">.</span><span class="n">init</span><span class="p">(</span><span class="n">allocator</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">defer</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</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="c1">// Create test data </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">var</span><span class="w"> </span><span class="n">i</span><span class="o">:</span><span class="w"> </span><span class="kt">usize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="mi">10000</span><span class="p">)</span><span class="w"> </span><span class="o">:</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="s">&#34;CREATE (u:User {id: $id, name: &#39;User $id&#39;})&#34;</span><span class="p">,</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">.{.</span><span class="n">id</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">i</span><span class="p">});</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">}</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="c1">// Benchmark query </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">iterations</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">1000</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">start</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">std</span><span class="p">.</span><span class="n">time</span><span class="p">.</span><span class="n">nanoTimestamp</span><span class="p">();</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="kr">var</span><span class="w"> </span><span class="n">j</span><span class="o">:</span><span class="w"> </span><span class="kt">usize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">iterations</span><span class="p">)</span><span class="w"> </span><span class="o">:</span><span class="w"> </span><span class="p">(</span><span class="n">j</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="mi">1</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">result</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">db</span><span class="p">.</span><span class="n">exec</span><span class="p">(</span><span class="s">&#34;MATCH (u:User {id: 5000}) RETURN u&#34;</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="n">result</span><span class="p">.</span><span class="n">deinit</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">}</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="kr">const</span><span class="w"> </span><span class="n">end</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">std</span><span class="p">.</span><span class="n">time</span><span class="p">.</span><span class="n">nanoTimestamp</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">duration_ms</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="nb">@intCast</span><span class="p">(</span><span class="kt">u64</span><span class="p">,</span><span class="w"> </span><span class="n">end</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">start</span><span class="p">)</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="mi">1_000_000</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">qps</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">iterations</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="mi">1000</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="n">duration_ms</span><span class="p">;</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="n">std</span><span class="p">.</span><span class="n">debug</span><span class="p">.</span><span class="n">print</span><span class="p">(</span><span class="s">&#34;Query performance: {} QPS</span><span class="se">\n</span><span class="s">&#34;</span><span class="p">,</span><span class="w"> </span><span class="p">.{</span><span class="n">qps</span><span class="p">});</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="c1">// Assert minimum performance </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="kr">const</span><span class="w"> </span><span class="n">baseline_qps</span><span class="o">:</span><span class="w"> </span><span class="kt">u64</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="mi">0</span><span class="p">;</span><span class="w"> </span><span class="c1">// Set based on your benchmark baseline </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="k">try</span><span class="w"> </span><span class="n">testing</span><span class="p">.</span><span class="n">expect</span><span class="p">(</span><span class="n">qps</span><span class="w"> </span><span class="o">&gt;=</span><span class="w"> </span><span class="n">baseline_qps</span><span class="p">);</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</span><span class="w"> </span></span></span></code></pre></div> <h4 id="mutation-testing" class="position-relative d-flex align-items-center group"> <span>Mutation 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="mutation-testing" aria-haspopup="dialog" aria-label="Share link: Mutation 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="c1"># mutation_test.py</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 class="s2">Mutation testing verifies test quality by intentionally breaking code </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">def</span> <span class="nf">run_mutation_tests</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="n">mutations</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;==&#34;</span><span class="p">,</span> <span class="s2">&#34;!=&#34;</span><span class="p">),</span> <span class="c1"># Flip equality</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="s2">&#34;&gt;&#34;</span><span class="p">,</span> <span class="s2">&#34;&gt;=&#34;</span><span class="p">),</span> <span class="c1"># Change boundary</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="s2">&#34;and&#34;</span><span class="p">,</span> <span class="s2">&#34;or&#34;</span><span class="p">),</span> <span class="c1"># Flip logic</span> </span></span><span class="line"><span class="cl"> <span class="p">(</span><span class="s2">&#34;true&#34;</span><span class="p">,</span> <span class="s2">&#34;false&#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></span><span class="line"><span class="cl"> <span class="n">results</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">original</span><span class="p">,</span> <span class="n">mutated</span> <span class="ow">in</span> <span class="n">mutations</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="c1"># Apply mutation</span> </span></span><span class="line"><span class="cl"> <span class="n">apply_mutation</span><span class="p">(</span><span class="n">original</span><span class="p">,</span> <span class="n">mutated</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 tests</span> </span></span><span class="line"><span class="cl"> <span class="n">test_result</span> <span class="o">=</span> <span class="n">run_tests</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">test_result</span><span class="o">.</span><span class="n">all_passed</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="c1"># Mutation survived - tests didn&#39;t catch the bug!</span> </span></span><span class="line"><span class="cl"> <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;mutation&#39;</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&#34;</span><span class="si">{</span><span class="n">original</span><span class="si">}</span><span class="s2"> -&gt; </span><span class="si">{</span><span class="n">mutated</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;survived&#39;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;weakness&#39;</span><span class="p">:</span> <span class="s1">&#39;Tests do not cover this logic&#39;</span> </span></span><span class="line"><span class="cl"> <span class="p">})</span> </span></span><span class="line"><span class="cl"> <span class="k">else</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="c1"># Mutation caught - tests are working</span> </span></span><span class="line"><span class="cl"> <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;mutation&#39;</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&#34;</span><span class="si">{</span><span class="n">original</span><span class="si">}</span><span class="s2"> -&gt; </span><span class="si">{</span><span class="n">mutated</span><span class="si">}</span><span class="s2">&#34;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;survived&#39;</span><span class="p">:</span> <span class="kc">False</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"># Revert mutation</span> </span></span><span class="line"><span class="cl"> <span class="n">revert_mutation</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">results</span> </span></span></code></pre></div> <h4 id="snapshot-testing" class="position-relative d-flex align-items-center group"> <span>Snapshot 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="snapshot-testing" aria-haspopup="dialog" aria-label="Share link: Snapshot 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-rust" data-lang="rust"><span class="line"><span class="cl"><span class="c1">// geode-client-rust/tests/snapshot_tests.rs </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="k">use</span><span class="w"> </span><span class="n">insta</span>::<span class="n">assert_snapshot</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="k">use</span><span class="w"> </span><span class="n">geode_client</span>::<span class="n">Client</span><span class="p">;</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="cp">#[tokio::test]</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="k">async</span><span class="w"> </span><span class="k">fn</span> <span class="nf">test_query_plan_snapshot</span><span class="p">()</span><span class="w"> </span>-&gt; <span class="nc">geode_client</span>::<span class="nb">Result</span><span class="o">&lt;</span><span class="p">()</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kd">let</span><span class="w"> </span><span class="n">client</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Client</span>::<span class="n">from_dsn</span><span class="p">(</span><span class="s">&#34;localhost:3141&#34;</span><span class="p">)</span><span class="o">?</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kd">let</span><span class="w"> </span><span class="k">mut</span><span class="w"> </span><span class="n">conn</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">client</span><span class="p">.</span><span class="n">connect</span><span class="p">().</span><span class="k">await</span><span class="o">?</span><span class="p">;</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kd">let</span><span class="w"> </span><span class="n">plan</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">conn</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">.</span><span class="n">explain</span><span class="p">(</span><span class="s">&#34;MATCH (u:User)-[:KNOWS]-&gt;(friend) WHERE u.country = &#39;USA&#39; RETURN friend.name&#34;</span><span class="p">)</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="p">.</span><span class="k">await</span><span class="o">?</span><span class="p">;</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="c1">// Compare against saved snapshot </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="fm">assert_snapshot!</span><span class="p">(</span><span class="fm">format!</span><span class="p">(</span><span class="s">&#34;</span><span class="si">{:#?}</span><span class="s">&#34;</span><span class="p">,</span><span class="w"> </span><span class="n">plan</span><span class="p">));</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nb">Ok</span><span class="p">(())</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</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="cp">#[tokio::test]</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="k">async</span><span class="w"> </span><span class="k">fn</span> <span class="nf">test_error_message_snapshot</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kd">let</span><span class="w"> </span><span class="n">client</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Client</span>::<span class="n">from_dsn</span><span class="p">(</span><span class="s">&#34;localhost:3141&#34;</span><span class="p">).</span><span class="n">unwrap</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kd">let</span><span class="w"> </span><span class="k">mut</span><span class="w"> </span><span class="n">conn</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">client</span><span class="p">.</span><span class="n">connect</span><span class="p">().</span><span class="k">await</span><span class="p">.</span><span class="n">unwrap</span><span class="p">();</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="kd">let</span><span class="w"> </span><span class="n">error</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">conn</span><span class="p">.</span><span class="n">query</span><span class="p">(</span><span class="s">&#34;INVALID SYNTAX&#34;</span><span class="p">).</span><span class="k">await</span><span class="p">.</span><span class="n">unwrap_err</span><span class="p">();</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="c1">// Ensure error messages stay consistent </span></span></span><span class="line"><span class="cl"><span class="c1"></span><span class="w"> </span><span class="fm">assert_snapshot!</span><span class="p">(</span><span class="n">error</span><span class="p">.</span><span class="n">to_string</span><span class="p">());</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"></span><span class="p">}</span><span class="w"> </span></span></span></code></pre></div> <h3 id="test-infrastructure" class="position-relative d-flex align-items-center group"> <span>Test Infrastructure</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-infrastructure" aria-haspopup="dialog" aria-label="Share link: Test Infrastructure"> <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="continuous-integration-pipeline" class="position-relative d-flex align-items-center group"> <span>Continuous Integration Pipeline</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-pipeline" aria-haspopup="dialog" aria-label="Share link: Continuous Integration Pipeline"> <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/test.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">Test Suite</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">unit-tests</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">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 Zig</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">goto-bus-stop/setup-zig@v2</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">version</span><span class="p">:</span><span class="w"> </span><span class="m">0.1.0</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 Geode unit 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 </span></span></span><span class="line"><span class="cl"><span class="sd"> zig build test --summary all</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">Generate coverage report</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 </span></span></span><span class="line"><span class="cl"><span class="sd"> zig build test -Dcoverage=true </span></span></span><span class="line"><span class="cl"><span class="sd"> zig build coverage-report</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 coverage</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">codecov/codecov-action@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">files</span><span class="p">:</span><span class="w"> </span><span class="l">./geode/coverage/lcov.info</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">client-tests</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 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">Run ${{ matrix.client }} tests</span><span class="w"> </span></span></span><span class="line"><span class="cl"><span class="w"> </span><span class="nt">run</span><span class="p">:</span><span class="w"> </span><span class="p">|</span><span class="sd"> </span></span></span><span class="line"><span class="cl"><span class="sd"> cd geode-client-${{ matrix.client }} </span></span></span><span class="line"><span class="cl"><span class="sd"> make test</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">integration-tests</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 class="nt">needs</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="l">unit-tests, client-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">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">Start Geode server</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 </span></span></span><span class="line"><span class="cl"><span class="sd"> zig build </span></span></span><span class="line"><span class="cl"><span class="sd"> ./zig-out/bin/geode serve &amp; </span></span></span><span class="line"><span class="cl"><span class="sd"> sleep 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">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-all</span><span class="w"> </span></span></span></code></pre></div> <h4 id="test-fixture-management" class="position-relative d-flex align-items-center group"> <span>Test Fixture Management</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-fixture-management" aria-haspopup="dialog" aria-label="Share link: Test Fixture Management"> <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"># conftest.py - Shared test fixtures</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">import</span> <span class="nn">asyncio</span> </span></span><span class="line"><span class="cl"><span class="kn">from</span> <span class="nn">geode_client</span> <span class="kn">import</span> <span class="n">Client</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">def</span> <span class="nf">event_loop</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Create event loop for async tests&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">loop</span> <span class="o">=</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">get_event_loop_policy</span><span class="p">()</span><span class="o">.</span><span class="n">new_event_loop</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="k">yield</span> <span class="n">loop</span> </span></span><span class="line"><span class="cl"> <span class="n">loop</span><span class="o">.</span><span class="n">close</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 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 testing&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="kn">import</span> <span class="nn">subprocess</span> </span></span><span class="line"><span class="cl"> <span class="n">process</span> <span class="o">=</span> <span class="n">subprocess</span><span class="o">.</span><span class="n">Popen</span><span class="p">(</span> </span></span><span class="line"><span class="cl"> <span class="p">[</span><span class="s2">&#34;./zig-out/bin/geode&#34;</span><span class="p">,</span> <span class="s2">&#34;serve&#34;</span><span class="p">,</span> <span class="s2">&#34;--test-mode&#34;</span><span class="p">],</span> </span></span><span class="line"><span class="cl"> <span class="n">stdout</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">PIPE</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="n">stderr</span><span class="o">=</span><span class="n">subprocess</span><span class="o">.</span><span class="n">PIPE</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"># Wait for server to be ready</span> </span></span><span class="line"><span class="cl"> <span class="k">await</span> <span class="n">asyncio</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="k">yield</span> <span class="n">process</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="c1"># Cleanup</span> </span></span><span class="line"><span class="cl"> <span class="n">process</span><span class="o">.</span><span class="n">terminate</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="n">process</span><span class="o">.</span><span class="n">wait</span><span class="p">(</span><span class="n">timeout</span><span class="o">=</span><span class="mi">10</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">client</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;Provide test client&#34;&#34;&#34;</span> </span></span><span class="line"><span class="cl"> <span class="n">client</span> <span class="o">=</span> <span class="n">Client</span><span class="p">(</span><span class="s2">&#34;localhost&#34;</span><span class="p">,</span> <span class="mi">3141</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> <span class="k">async</span> <span class="k">with</span> <span class="n">client</span><span class="o">.</span><span class="n">connection</span><span class="p">()</span> <span class="k">as</span> <span class="n">c</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="k">yield</span> <span class="n">c</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_db</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;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">c</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="k">await</span> <span class="n">c</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</span><span class="p">():</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Sample graph data&#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></span><span class="line"><span class="cl"> <span class="s2">&#34;edges&#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></span><span class="line"><span class="cl"> <span class="p">}</span> </span></span></code></pre></div> <h3 id="test-quality-metrics" class="position-relative d-flex align-items-center group"> <span>Test Quality Metrics</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-quality-metrics" aria-haspopup="dialog" aria-label="Share link: Test Quality Metrics"> <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="coverage-analysis" class="position-relative d-flex align-items-center group"> <span>Coverage Analysis</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="coverage-analysis" aria-haspopup="dialog" aria-label="Share link: Coverage Analysis"> <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"># coverage_analyzer.py</span> </span></span><span class="line"><span class="cl"><span class="k">class</span> <span class="nc">CoverageAnalyzer</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="k">def</span> <span class="nf">analyze_coverage</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">coverage_file</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Analyze test coverage and identify gaps&#34;&#34;&#34;</span> </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">coverage_file</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">coverage_data</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">f</span><span class="p">)</span> </span></span><span class="line"><span class="cl"> </span></span><span class="line"><span class="cl"> <span class="n">critical_paths</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">identify_critical_paths</span><span class="p">()</span> </span></span><span class="line"><span class="cl"> <span class="n">uncovered_critical</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">path</span> <span class="ow">in</span> <span class="n">critical_paths</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="k">if</span> <span class="n">coverage_data</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="p">{})</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;coverage&#39;</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span> <span class="o">&lt;</span> <span class="mi">100</span><span class="p">:</span> </span></span><span class="line"><span class="cl"> <span class="n">uncovered_critical</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;path&#39;</span><span class="p">:</span> <span class="n">path</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;coverage&#39;</span><span class="p">:</span> <span class="n">coverage_data</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="p">{})</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s1">&#39;coverage&#39;</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;priority&#39;</span><span class="p">:</span> <span class="s1">&#39;high&#39;</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="p">{</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;overall_coverage&#39;</span><span class="p">:</span> <span class="n">coverage_data</span><span class="p">[</span><span class="s1">&#39;summary&#39;</span><span class="p">][</span><span class="s1">&#39;coverage&#39;</span><span class="p">],</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;critical_gaps&#39;</span><span class="p">:</span> <span class="n">uncovered_critical</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;recommendations&#39;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">generate_recommendations</span><span class="p">(</span><span class="n">uncovered_critical</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">def</span> <span class="nf">identify_critical_paths</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> </span></span><span class="line"><span class="cl"> <span class="s2">&#34;&#34;&#34;Identify critical code paths that must be tested&#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="s1">&#39;src/parser/parser.zig&#39;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;src/storage/transaction.zig&#39;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;src/security/auth.zig&#39;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="s1">&#39;src/query/executor.zig&#39;</span><span class="p">,</span> </span></span><span class="line"><span class="cl"> <span class="p">]</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/integration-tests/" >Integration Tests</a> </strong>: Integration testing strategies</li> <li><strong><a href="/tags/ci-cd/" >CI/CD</a> </strong>: Continuous integration</li> <li><strong><a href="/tags/continuous-integration/" >Continuous Integration</a> </strong>: Build automation</li> <li><strong><a href="/tags/deployment/" >Deployment</a> </strong>: Deployment strategies</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>Testing Guide</strong>: <code>/docs/development/testing-guide/</code></li> <li><strong>Test Coverage</strong>: <code>/docs/development/test-coverage/</code></li> <li><strong>GeodeTestLab</strong>: <code>/docs/development/geodetestlab/</code></li> <li><strong>CANARY Markers</strong>: <code>/docs/development/canary-markers/</code></li> <li><strong>Test Patterns</strong>: <code>/docs/development/test-patterns/</code></li> <li><strong>Property-Based Testing</strong>: <code>/docs/development/property-based-testing/</code></li> </ul>

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