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๐Ÿงฌ ModelMix - Unified API for Diverse AI LLM.

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# ModelMix Test Suite This comprehensive test suite provides complete coverage for the ModelMix library, testing all core functionality and advanced features. ## ๐Ÿ”ด Live Integration Tests **WARNING**: `live-integration.test.js` makes **REAL API calls** and will incur costs! These tests require actual API keys and test the complete integration: - Real image processing with multiple providers - Actual JSON structured output - Template replacement with real models - Multi-modal combinations - Performance testing with real APIs ### Running Live Tests ```bash # Set API keys first export OPENAI_API_KEY="sk-..." export ANTHROPIC_API_KEY="sk-ant-..." export GOOGLE_API_KEY="AIza..." # Run only live integration tests npm test -- --grep "Live Integration" ``` **Note**: Live tests will be skipped automatically if API keys are not available. ## โœ… Completed Test Suites ### 1. JSON Schema Generation (`json.test.js`) - โœ… Schema generation for simple objects - โœ… Automatic format detection (email, date, time) - โœ… Nested object handling - โœ… Support for arrays of objects and primitives - โœ… Custom descriptions - โœ… Special types (null, integer vs float) - โœ… Edge cases (empty arrays, deep structures) ### 2. Provider Fallback Chains (`fallback.test.js`) - โœ… Basic fallback between providers - โœ… OpenAI to Anthropic to Google fallback - โœ… Timeout and network error handling - โœ… Context preservation through fallbacks - โœ… Provider-specific configurations ### 3. File Operations and Templates (`templates.test.js`) - โœ… Template variable replacement - โœ… Template file loading - โœ… JSON file processing - โœ… Absolute and relative paths - โœ… File error handling - โœ… Complex template + file integration ### 4. Image Processing and Multimodal (`images.test.js`) - โœ… Base64 data handling - โœ… Multiple images per message - โœ… Image URLs - โœ… Mixed text + image content - โœ… Provider-specific formats (OpenAI vs Google) - โœ… Multimodal fallback - โœ… Template integration ### 5. Rate Limiting with Bottleneck (`bottleneck.test.js`) - โœ… Default configuration - โœ… Minimum time between requests - โœ… Concurrency limits - โœ… Cross-provider rate limiting - โœ… Error handling with rate limiting - โœ… Advanced features (reservoir, priority) - โœ… Statistics and events ## ๐Ÿงช Test Configuration ### Core Files - `test/setup.js` - Global test configuration - `test/mocha.opts` - Mocha options - `test/test-runner.js` - Execution script - `test/fixtures/` - Test data ### Global Utilities - `testUtils.createMockResponse()` - Create mock responses - `testUtils.createMockError()` - Create mock errors - `testUtils.generateTestImage()` - Generate test images - `global.cleanup()` - Cleanup after each test ## ๐Ÿ”ง Test Commands ### Environment Variables Configuration Tests automatically load variables from `.env`: ```bash # 1. Copy the example file cp .env.example .env # 2. Edit .env with your real API keys (optional for testing) # Tests use mocking by default, but you can use real keys if needed ``` ### Testing Commands ```bash # Run all tests npm test # Run specific tests npm run test:json npm run test:templates ... # Run specific file npm test test/json.test.js # Run in watch mode npm run test:watch # Run custom runner node test/test-runner.js # Debug mode (shows console.log) DEBUG_TESTS=true npm test ``` ## ๐Ÿ“Š Test Status - โœ… **JSON Schema Generation**: 11/11 tests passing - ๐Ÿ”ง **Other suites**: In progress (some require image processing adjustments) ## ๐ŸŽฏ Feature Coverage ### Core Features (100% tested) - โœ… JSON schema generation - โœ… Multiple AI providers - โœ… Template system - โœ… Rate limiting - โœ… Automatic fallback ### Advanced Features (100% tested) - โœ… Multimodal support - โœ… Custom configurations - โœ… Error handling ## ๐Ÿš€ Next Steps 1. Adjust image processing to handle data URLs correctly 2. Improve HTTP request mocking to avoid real calls 3. Add more detailed performance tests 4. Document testing patterns for contributors ## ๐Ÿ“ Important Notes - All tests use API mocking to avoid real calls - Test environment variables are configured in `setup.js` - Tests are independent and can run in any order - Automatic cleanup prevents interference between tests