fetch_ml/tests

Test Categories

1. Unit Tests (unit/)

• Purpose: Test individual functions and components in isolation
• Scope: Small, fast tests for specific functionality
• Languages: Go and Zig tests
• Usage: make test-unit

2. Integration Tests (integration/)

• Purpose: Test component interactions and system integration
• Scope: Multiple components working together
• Dependencies: Requires Redis, database
• Usage: make test-integration

3. End-to-End Tests (e2e/)

• Purpose: Test complete user workflows and system behavior
• Scope: Full system from user perspective
• Dependencies: Complete system setup
• Usage: make test-e2e

Note: Podman-based E2E (TestPodmanIntegration) is opt-in because it builds/runs containers. Enable it with FETCH_ML_E2E_PODMAN=1 go test ./tests/e2e/....

4. Performance Tests (benchmarks/)

• Purpose: Measure performance characteristics and identify bottlenecks
• Scope: API endpoints, ML experiments, payload handling
• Metrics: Latency, throughput, memory usage
• Usage: make benchmark

5. Load Tests (load/)

• Purpose: Test system behavior under high load
• Scope: Concurrent users, stress testing, spike testing
• Scenarios: Light, medium, heavy load patterns
• Usage: make load-test

6. Chaos Tests (chaos/)

• Purpose: Test system resilience and failure recovery
• Scope: Database failures, Redis failures, network issues
• Scenarios: Connection failures, resource exhaustion, high concurrency
• Usage: make chaos-test

Test Execution

Quick Test Commands

make test              # Run all tests
make test-unit         # Unit tests only
make test-integration  # Integration tests only
make test-e2e         # End-to-end tests only
make test-coverage    # All tests with coverage report

Performance Testing Commands

make benchmark         # Run performance benchmarks
make load-test         # Run load testing suite
make chaos-test        # Run chaos engineering tests
make tech-excellence   # Run complete technical excellence suite

Individual Test Execution

# Run specific benchmark
go test -bench=BenchmarkAPIServer ./tests/benchmarks/

# Run specific chaos test
go test -v ./tests/chaos/ -run TestChaosTestSuite

# Run with coverage
go test -cover ./tests/unit/

Test Dependencies

Required Services

• Redis: Required for integration, performance, and chaos tests
• Database: SQLite for local, PostgreSQL for production-like tests
• Docker/Podman: For container-based tests

Test Configuration

• Test databases use isolated Redis DB numbers (4-7)
• Temporary directories used for file-based tests
• Test servers use random ports to avoid conflicts

Best Practices

Writing Tests

1. Unit Tests: Test single functions, mock external dependencies
2. Integration Tests: Test real component interactions
3. Performance Tests: Use testing.B for benchmarks, include memory stats
4. Chaos Tests: Simulate realistic failure scenarios

Test Organization

1. Package Naming: Use descriptive package names (benchmarks, chaos, etc.)
2. File Naming: Use *_test.go suffix, descriptive names
3. Test Functions: Use Test* for unit tests, Benchmark* for performance

Cleanup

1. Resources: Close database connections, Redis clients
2. Temp Files: Use t.TempDir() for temporary files
3. Test Data: Clean up Redis test databases after tests

Technical Excellence Features

The test suite includes advanced testing capabilities:

• Performance Regression Detection: Automated detection of performance degradations
• Chaos Engineering: System resilience testing under failure conditions
• Load Testing: High-concurrency and stress testing scenarios
• Profiling Tools: CPU, memory, and performance profiling
• Architecture Decision Records: Documented technical decisions

CI/CD Integration

All tests are integrated into the CI/CD pipeline:

• Unit tests run on every commit
• Integration tests run on PRs
• Performance tests run nightly
• Chaos tests run before releases

Troubleshooting

Common Issues

1. Redis Connection: Ensure Redis is running for integration tests
2. Port Conflicts: Tests use random ports, but conflicts can occur
3. Resource Limits: Chaos tests may hit system resource limits
4. Test Isolation: Ensure tests don't interfere with each other

Debug Tips

1. Use -v flag for verbose output
2. Use -run flag to run specific tests
3. Check test logs for detailed error information
4. Use make test-coverage for coverage analysis