Testing and Quality Assurance

Testing documentation for Geode covers unit testing, integration testing, performance benchmarking, and quality assurance practices. Learn how to test applications built on Geode, validate queries, and ensure production readiness with comprehensive test coverage. <h3 id="testing-philosophy" class="position-relative d-flex align-items-center group"> Testing Philosophy <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="testing-philosophy" aria-haspopup="dialog" aria-label="Share link: Testing Philosophy"> Share link </button> </h3><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"> </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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The project follows evidence-based development with CANARY governance markers linking requirements to test evidence, ensuring every feature is properly validated. <h3 id="unit-testing" class="position-relative d-flex align-items-center group"> Unit Testing <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" aria-haspopup="dialog" aria-label="Share link: Unit Testing"> Share link </button> </h3> <h4 id="testing-geode-applications" class="position-relative d-flex align-items-center group"> Testing Geode Applications <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="testing-geode-applications" aria-haspopup="dialog" aria-label="Share link: Testing Geode Applications"> Share link </button> </h4>Python application tests: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">import pytest import geode_client @pytest.fixture async def client(): """Shared Geode client for tests.""" client = geode_client.open_database("localhost:3141") yield client await client.close() @pytest.fixture async def test_db(client): """Clean database for each test.""" # Setup: Create test data await tx.execute(""" CREATE (u1:User {id: 1, name: 'Alice'}) CREATE (u2:User {id: 2, name: 'Bob'}) CREATE (u1)-[:FRIENDS_WITH]->(u2) """) yield client # Teardown: Clean up await tx.execute("MATCH (n) DETACH DELETE n") @pytest.mark.asyncio async def test_find_friends(test_db): """Test friend recommendation query.""" result, _ = await test_db.query(""" MATCH (me:User {name: 'Alice'})-[:FRIENDS_WITH]->(friend) RETURN friend.name """) assert len(result.rows) == 1 assert result.rows[0]["friend.name"] == "Bob" @pytest.mark.asyncio async def test_transaction_rollback(client): """Test transaction rollback behavior.""" try: async with client.connection() as tx: await tx.begin() await tx.execute("CREATE (u:User {id: 999})") # Simulate error raise ValueError("Test error") except ValueError: pass # Verify rollback result, _ = await tx.query("MATCH (u:User {id: 999}) RETURN u") assert len(result.rows) == 0 </code></pre></div>Go application tests: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-go" data-lang="go">package myapp_test import ( "context" "testing" "geodedb.com/geode" ) func setupTestDB(t *testing.T) *geode.DB { db, err := geode.Connect(context.Background(), "localhost:3141") if err != nil { t.Fatalf("Failed to connect: %v", err) } // Clean database _, err = db.Exec(context.Background(), "MATCH (n) DETACH DELETE n") if err != nil { t.Fatalf("Failed to clean database: %v", err) } return db } func TestFindFriends(t *testing.T) { db := setupTestDB(t) defer db.Close() ctx := context.Background() // Setup test data _, err := db.Exec(ctx, ` CREATE (u1:User {id: 1, name: 'Alice'}) CREATE (u2:User {id: 2, name: 'Bob'}) CREATE (u1)-[:FRIENDS_WITH]->(u2) `) if err != nil { t.Fatalf("Failed to create test data: %v", err) } // Test query rows, err := db.Query(ctx, ` MATCH (me:User {name: 'Alice'})-[:FRIENDS_WITH]->(friend) RETURN friend.name `) if err != nil { t.Fatalf("Query failed: %v", err) } defer rows.Close() var count int for rows.Next() { var name string if err := rows.Scan(&name); err != nil { t.Fatalf("Scan failed: %v", err) } if name != "Bob" { t.Errorf("Expected 'Bob', got '%s'", name) } count++ } if count != 1 { t.Errorf("Expected 1 result, got %d", count) } } </code></pre></div> <h4 id="query-testing" class="position-relative d-flex align-items-center group"> Query Testing <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-testing" aria-haspopup="dialog" aria-label="Share link: Query Testing"> Share link </button> </h4>Test GQL queries in isolation: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">@pytest.mark.parametrize("query,expected_count", [ ("MATCH (n:User) RETURN n", 2), ("MATCH (n:User {name: 'Alice'}) RETURN n", 1), ("MATCH ()-[r:FRIENDS_WITH]->() RETURN r", 1), ]) @pytest.mark.asyncio async def test_basic_queries(test_db, query, expected_count): """Test basic query patterns.""" result, _ = await test_db.query(query) assert len(result.rows) == expected_count </code></pre></div>Test query parameterization: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">@pytest.mark.asyncio async def test_parameterized_query(test_db): """Test query with parameters.""" result, _ = await test_db.query( "MATCH (u:User {name: $name}) RETURN u.id AS id", {"name": "Alice"} ) assert len(result.rows) == 1 assert result.rows[0]["id"] == 1 </code></pre></div> <h3 id="integration-testing" class="position-relative d-flex align-items-center group"> Integration Testing <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="integration-testing" aria-haspopup="dialog" aria-label="Share link: Integration Testing"> Share link </button> </h3> <h4 id="test-harness" class="position-relative d-flex align-items-center group"> Test Harness <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-harness" aria-haspopup="dialog" aria-label="Share link: Test Harness"> Share link </button> </h4>Geode provides a cross-client test harness validating all client libraries: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash">cd geode-test-harness # Setup dependencies make setup # Run tests for specific client make test-python make test-go make test-rust make test-zig # Run all tests with reports make test-all make test-all-html # Generate HTML reports </code></pre></div>Test categories: <ul> <li>Basic operations: Ping, simple queries, parameters</li> <li>CRUD: Node and relationship creation, updates, deletion</li> <li>Transactions: ACID guarantees, rollback, savepoints</li> <li>Aggregations: COUNT, SUM, AVG, MIN, MAX</li> <li>Advanced: Patterns, variable-length paths, subqueries</li> <li>Concurrency: Parallel queries, transaction conflicts</li> <li>Data types: Null handling, lists, maps, temporal types</li> </ul> <h4 id="end-to-end-testing" class="position-relative d-flex align-items-center group"> End-to-End Testing <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="end-to-end-testing" aria-haspopup="dialog" aria-label="Share link: End-to-End Testing"> Share link </button> </h4>Test complete application workflows: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">@pytest.mark.asyncio async def test_user_registration_workflow(client): """Test complete user registration and login workflow.""" # Step 1: Register user await tx.execute(""" CREATE (u:User { id: $id, email: $email, password_hash: $password_hash, created: current_timestamp() }) """, { "id": 123, "email": "[email protected]", "password_hash": hash_password("password123") }) # Step 2: Verify user exists result, _ = await tx.query(""" MATCH (u:User {email: $email}) RETURN u.id, u.email """, {"email": "[email protected]"}) assert len(result.rows) == 1 assert result.rows[0]["u.id"] == 123 # Step 3: Create user session async with client.connection() as tx: await tx.begin() await tx.execute(""" MATCH (u:User {id: $user_id}) CREATE (s:Session { id: $session_id, user_id: $user_id, created: current_timestamp(), expires: current_timestamp() + INTERVAL '24' HOUR }) CREATE (u)-[:HAS_SESSION]->(s) """, { "user_id": 123, "session_id": "sess_abc123" }) await tx.commit() # Step 4: Verify session created result, _ = await tx.query(""" MATCH (u:User {id: $user_id})-[:HAS_SESSION]->(s:Session) WHERE s.expires > current_timestamp() RETURN s.id """, {"user_id": 123}) assert len(result.rows) == 1 assert result.rows[0]["s.id"] == "sess_abc123" </code></pre></div> <h3 id="performance-testing" class="position-relative d-flex align-items-center group"> Performance Testing <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="performance-testing" aria-haspopup="dialog" aria-label="Share link: Performance Testing"> Share link </button> </h3> <h4 id="benchmarking-queries" class="position-relative d-flex align-items-center group"> Benchmarking Queries <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="benchmarking-queries" aria-haspopup="dialog" aria-label="Share link: Benchmarking Queries"> Share link </button> </h4>Measure query performance: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">import time import statistics async def benchmark_query(client, query, params=None, iterations=100): """Benchmark query execution time.""" times = [] for _ in range(iterations): start = time.perf_counter() await client.execute(query, params) end = time.perf_counter() times.append((end - start) * 1000) # Convert to ms return { "mean": statistics.mean(times), "median": statistics.median(times), "stdev": statistics.stdev(times), "min": min(times), "max": max(times), "p95": statistics.quantiles(times, n=20)[18], # 95th percentile "p99": statistics.quantiles(times, n=100)[98], # 99th percentile } @pytest.mark.asyncio async def test_query_performance(test_db): """Test query performance meets SLA.""" stats = await benchmark_query( test_db, "MATCH (u:User {id: $id}) RETURN u", {"id": 1} ) # Assert performance SLAs assert stats["p95"] < 10.0, f"P95 latency {stats['p95']}ms exceeds 10ms SLA" assert stats["p99"] < 50.0, f"P99 latency {stats['p99']}ms exceeds 50ms SLA" </code></pre></div> <h4 id="load-testing" class="position-relative d-flex align-items-center group"> Load Testing <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="load-testing" aria-haspopup="dialog" aria-label="Share link: Load Testing"> Share link </button> </h4>Test system under load: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">import asyncio async def load_test(client, concurrent_queries=100, duration_seconds=60): """Run load test with concurrent queries.""" async def worker(worker_id): """Worker executing queries.""" queries_executed = 0 errors = 0 start_time = time.time() while time.time() - start_time < duration_seconds: try: await client.execute( "MATCH (u:User {id: $id}) RETURN u", {"id": worker_id % 1000} ) queries_executed += 1 except Exception as e: errors += 1 return { "worker_id": worker_id, "queries": queries_executed, "errors": errors } # Run workers concurrently tasks = [worker(i) for i in range(concurrent_queries)] results = await asyncio.gather(*tasks) # Aggregate results total_queries = sum(r["queries"] for r in results) total_errors = sum(r["errors"] for r in results) qps = total_queries / duration_seconds return { "total_queries": total_queries, "total_errors": total_errors, "error_rate": total_errors / total_queries if total_queries > 0 else 0, "queries_per_second": qps } @pytest.mark.asyncio async def test_load_performance(client): """Test system under load.""" results = await load_test(client, concurrent_queries=50, duration_seconds=30) baseline_qps = 0 # Set based on your benchmark baseline assert results["error_rate"] < 0.01, f"Error rate {results['error_rate']} exceeds 1%" assert results["queries_per_second"] >= baseline_qps, ( f"QPS {results['queries_per_second']} below baseline {baseline_qps}" ) </code></pre></div> <h3 id="testing-best-practices" class="position-relative d-flex align-items-center group"> Testing Best Practices <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="testing-best-practices" aria-haspopup="dialog" aria-label="Share link: Testing Best Practices"> Share link </button> </h3> <h4 id="isolation" class="position-relative d-flex align-items-center group"> Isolation <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="isolation" aria-haspopup="dialog" aria-label="Share link: Isolation"> Share link </button> </h4>Ensure test isolation: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">@pytest.fixture(scope="function") async def isolated_db(client): """Create isolated test database.""" # Each test gets clean state await client.execute("MATCH (n) DETACH DELETE n") yield client await client.execute("MATCH (n) DETACH DELETE n") </code></pre></div> <h4 id="determinism" class="position-relative d-flex align-items-center group"> Determinism <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="determinism" aria-haspopup="dialog" aria-label="Share link: Determinism"> Share link </button> </h4>Make tests deterministic: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"># Bad: Non-deterministic due to timestamp await client.execute(""" CREATE (u:User {created: current_timestamp()}) """) # Good: Use fixed timestamps in tests await client.execute(""" CREATE (u:User {created: timestamp('2026-01-24T10:00:00Z')}) """) </code></pre></div> <h4 id="test-data-management" class="position-relative d-flex align-items-center group"> Test Data Management <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-data-management" aria-haspopup="dialog" aria-label="Share link: Test Data Management"> Share link </button> </h4>Manage test data effectively: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">class TestDataFactory: """Factory for creating test data.""" @staticmethod async def create_user(client, **kwargs): """Create test user with defaults.""" defaults = { "id": 1, "name": "Test User", "email": "[email protected]" } user_data = {**defaults, **kwargs} await client.execute(""" CREATE (u:User { id: $id, name: $name, email: $email }) """, user_data) return user_data @pytest.mark.asyncio async def test_with_factory(client): """Test using data factory.""" user = await TestDataFactory.create_user( client, id=123, name="Alice" ) result, _ = await client.query( "MATCH (u:User {id: $id}) RETURN u.name", {"id": user["id"]} ) assert result.rows[0]["u.name"] == "Alice" </code></pre></div> <h3 id="continuous-integration" class="position-relative d-flex align-items-center group"> Continuous Integration <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" aria-haspopup="dialog" aria-label="Share link: Continuous Integration"> Share link </button> </h3> <h4 id="github-actions" class="position-relative d-flex align-items-center group"> GitHub Actions <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="github-actions" aria-haspopup="dialog" aria-label="Share link: GitHub Actions"> Share link </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">name: Tests on: [push, pull_request] jobs: test: runs-on: ubuntu-latest services: geode: image: codepros/geode:latest ports: - 3141:3141 options: >- --health-cmd "/usr/local/bin/geode ping" --health-interval 10s --health-timeout 5s --health-retries 5 steps: - uses: actions/checkout@v3 - name: Set up Python uses: actions/setup-python@v4 with: python-version: '3.11' - name: Install dependencies run: | pip install -r requirements.txt pip install pytest pytest-asyncio pytest-cov - name: Run tests run: | pytest --cov=myapp --cov-report=xml tests/ - name: Upload coverage uses: codecov/codecov-action@v3 </code></pre></div> <h4 id="gitlab-ci" class="position-relative d-flex align-items-center group"> GitLab CI <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="gitlab-ci" aria-haspopup="dialog" aria-label="Share link: GitLab CI"> Share link </button> </h4><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">test: image: python:3.11 services: - name: codepros/geode:latest alias: geode variables: GEODE_HOST: geode GEODE_PORT: 3141 before_script: - pip install -r requirements.txt pytest pytest-cov script: - pytest --cov=myapp tests/ coverage: '/TOTAL.*\s+(\d+%)$/' </code></pre></div> <h3 id="related-topics" class="position-relative d-flex align-items-center group"> Related Topics <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"> Share link </button> </h3><ul> <li><a href="/tags/debugging/" >Debugging</a> - Troubleshooting techniques</li> <li><a href="/categories/performance-and-scaling/" >Performance</a> - Performance testing</li> <li><a href="/categories/development/" >Development</a> - Development workflow</li> <li><a href="/tags/best-practices/" >Quality Assurance</a> - QA practices</li> <li><a href="/tags/devops/" >CI/CD</a> - Continuous integration</li> </ul> <h3 id="further-reading" class="position-relative d-flex align-items-center group"> Further Reading <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"> Share link </button> </h3><ul> <li><a href="/docs/development/testing-guide/" >Testing Guide</a> - Cross-client testing</li> <li><a href="/docs/performance/benchmarking/" >Performance Benchmarking</a> - Benchmark methodology</li> <li><a href="/docs/development/governance/" >Governance Guide</a> - Evidence-based development with CANARY markers</li> </ul>

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