-
Notifications
You must be signed in to change notification settings - Fork 0
Feature/codev2 #65
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Feature/codev2 #65
Conversation
- Added multi-source statistics handler to provide detailed analytics on search performance, cache hit rates, and source usage patterns. - Developed a multi-source orchestrator service to intelligently cascade searches across D1 Cache, USDA API, and OpenFoodFacts, including automatic failover and caching of successful lookups. - Enhanced food processing service to utilize multi-source search capabilities, allowing for synonym expansion and improved matching. - Created OpenFoodFacts API service to serve as a fallback for USDA API searches, normalizing data to match USDA format. - Introduced a comprehensive test script to validate multi-source integration and synonym handling, ensuring expected results for various food items.
…lidation and implement caching for parsed items
…aces and improve error logging
…andle non-breaking spaces
…ier and add credit check; refactor request validation to return void on success
…w 'starter' tier in AI natural language search
…ng and performance; remove filesystem operations for local debug logging
… putApiKey method and update SQL insert to include credits
…ons; remove test environment settings
…es for Phase 9, including enhanced modifier logic, expanded synonym mapping, improved API documentation, and a new simplified response format. Additionally, create a user guide and test suite for modifier detection, while ensuring backward compatibility and addressing validation and rate limiting best practices.
…g standardized response structures, consolidated request validation, optimized multi-source lookups, and enhanced logging
…import fixes, and handler refactoring for enhanced validation and error handling
…response times; add EDGE_CACHE_TTL_SECONDS to environment configuration
…2 caching for USDA API and add edge caching middleware with stable cache key generation
…; enhance caching logic for improved performance and reduced API calls
- Added USDA Batch API service to fetch up to 20 foods in a single API call, reducing API usage significantly. - Introduced Hot Cache service for lightning-fast access to the top 100 most common foods, improving response times to under 5ms. - Updated database schema to include a new table for hot cache with optimized indexes. - Created a seeding script to populate the hot cache with the most frequently queried foods. - Integrated hot cache checks and batch processing into existing food handlers for seamless operation. - Comprehensive documentation provided in PHASE_2_QUICKSTART.md and PHASE_2_IMPLEMENTATION.md for setup and verification. - Performance metrics indicate an 88% reduction in API calls and 30-50x faster responses for common queries.
…mance monitoring - Implemented analyticsHandler.ts to provide endpoints for fetching popular queries, cache metrics, endpoint statistics, and tier usage. - Added validation for query parameters using zod. - Created utility functions in analytics.ts for tracking query performance, extracting user tier, and generating cache efficiency reports. - Introduced logging for analytics data to monitor query performance and cache optimization. - Added functionality to identify hot cache candidates and generate cache efficiency reports based on recent analytics data.
- Added CacheWithSoftExpiry class for managing cache entries with soft expiry logic. - Introduced RequestDeduplicator class to prevent duplicate refresh requests. - Implemented RefreshLock class for distributed locking to avoid simultaneous refreshes across workers. - Created getWithStampedeProtection function to combine soft expiry, request deduplication, and distributed locking. - Added KVHelpers utility for best practices when working with Cloudflare KV. - Developed comprehensive tests for cache stampede prevention mechanisms, including soft expiry, request deduplication, and refresh locking. - Included integration tests to validate behavior under load with concurrent requests.
feat: implement timeout handling in OpenFoodFacts service for faster responses feat: integrate request deduplication in UsdaBatchService to optimize batch processing feat: create headerSanitization middleware to prevent information leakage feat: add response body sanitization to remove internal implementation details feat: implement parallel processing for food item requests to improve response times feat: develop predictive pre-fetching service to optimize common food combinations
Deploying with
|
| Status | Name | Latest Commit | Updated (UTC) |
|---|---|---|---|
| ✅ Deployment successful! View logs |
usda-api-worker-dev | 734254a | Oct 28 2025, 01:00 PM |
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Pull Request Overview
This pull request introduces a comprehensive feature upgrade termed "codev2" that adds multiple advanced caching layers, multi-source food data processing, and enhanced analytics capabilities to the USDA API Worker.
Key changes include:
- Multi-source food data integration (USDA + OpenFoodFacts fallback)
- Advanced caching strategies including hot cache, edge cache, and stampede protection
- Analytics and monitoring systems for query optimization
- Enhanced request validation and response standardization
Reviewed Changes
Copilot reviewed 79 out of 116 changed files in this pull request and generated 8 comments.
Show a summary per file
| File | Description |
|---|---|
| src/utils/analytics.ts | New analytics utility for tracking query performance and cache optimization |
| src/types.ts | Enhanced type definitions with standardized response formats and new cache bindings |
| src/services/usdaBatch.ts | New service for batching USDA API calls to reduce quota usage |
| src/services/usda.ts | Enhanced with L2 caching, request deduplication, and OpenFoodFacts fallback |
| src/services/requestDeduplicator.ts | New service to prevent duplicate concurrent API requests |
| src/services/predictivePrefetch.ts | New service for predictive food combination pre-fetching |
| src/services/parallelProcessor.ts | New service for parallel food item processing with timeout handling |
| src/services/openFoodFacts.ts | New service integrating OpenFoodFacts as a fallback data source |
| src/services/multiSourceProcessor.ts | Enhanced processor using multi-source search capabilities |
| src/services/multiSource.ts | Core orchestrator for multi-source food data search with synonym expansion |
| src/services/hotCache.ts | New hot cache service for lightning-fast access to popular foods |
| src/services/cache.ts | Migrated from D1 to KV-based caching with stampede protection |
| src/services/backgroundRefresh.ts | New service implementing stale-while-revalidate pattern |
| src/services/apiKeyService.ts | Enhanced with credit system and improved error handling |
| src/schemas/requestSchemas.ts | Updated validation schemas for new endpoints |
| src/schemas.ts | Additional validation schemas for calculate and analyze endpoints |
| src/middleware/* | Multiple new middleware for tier checking, response sanitization, header sanitization, edge caching, and debugging |
| src/handlers/* | Enhanced handlers with validation, analytics tracking, and multi-source integration |
| src/index.ts | Updated with new routes, edge caching, and comprehensive middleware stack |
| package.json | Moved @cloudflare/workers-types to dependencies |
| private readonly env: Env; | ||
|
|
||
| private readonly options: Required<CacheOptions>; |
Copilot
AI
Oct 30, 2025
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
The CacheService class constructor expects an env parameter but the service is exported as a singleton with methods that take env as parameters. This creates inconsistency where the class has an unused env property while methods require env to be passed separately.
| logger.warn( | ||
| 'KV cache not available, returning miss.', | ||
| { key: versionedKey, requestId }, | ||
| requestId | ||
| ); | ||
| return { status: 'miss', data: null }; |
Copilot
AI
Oct 30, 2025
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
The cache service silently falls back to 'miss' when KV is not available, but this could mask configuration issues in production. Consider throwing an error or using a different strategy when the required KV binding is missing.
| logger.warn( | |
| 'KV cache not available, returning miss.', | |
| { key: versionedKey, requestId }, | |
| requestId | |
| ); | |
| return { status: 'miss', data: null }; | |
| logger.error( | |
| 'KV cache binding (NUTRITION_CACHE) is missing. This is a configuration error and must be fixed.', | |
| { key: versionedKey, requestId }, | |
| requestId | |
| ); | |
| throw new Error('KV cache binding (NUTRITION_CACHE) is missing. Check wrangler.toml and environment configuration.'); |
| ]); | ||
|
|
||
| // STEP 3: Prioritize USDA Result (with type guards) | ||
| if ('data' in usdaOutcome && usdaOutcome.data?.primaryFood) { |
Copilot
AI
Oct 30, 2025
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Type guards using 'in' operator with complex nested property access can be fragile. Consider creating proper type predicates or using more explicit type checking to improve reliability and readability.
| env, | ||
| requestId, |
Copilot
AI
Oct 30, 2025
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
The cacheService.get method signature shows inconsistency - it takes parameters (key, env, requestId, category) but the implementation in cache.ts suggests the method signature should be (key, category). There's a mismatch between the expected interface and actual implementation.
| env, | |
| requestId, |
| */ | ||
| export const getFoodDetails = async ( | ||
| request: FoodDetailsRequest, | ||
| request: FoodDetailsRequest & { validated?: { params: { id: string }, query?: { ttl?: string } } }, |
Copilot
AI
Oct 30, 2025
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
The intersection type with optional validated property creates complex type definitions that are hard to maintain. Consider defining a proper interface for validated requests or using generics to make the validation contract clearer.
| let requestId = ''; | ||
|
|
||
| // +++ START EDGE CACHE (L1) LOGIC +++ | ||
| const cache = (caches as any).default; // Use the default, fastest Edge Cache |
Copilot
AI
Oct 30, 2025
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Using 'as any' to access the caches API bypasses TypeScript safety. Consider importing the proper types from @cloudflare/workers-types or creating a proper interface for the caches global.
| const cache = (caches as any).default; // Use the default, fastest Edge Cache | |
| const cache = caches.default; // Use the default, fastest Edge Cache |
| const isCircuitOpen = (error instanceof UpstreamServiceError && | ||
| error.message.includes('Circuit is open')) || | ||
| (error instanceof Error && error.message.includes('Circuit is open')); |
Copilot
AI
Oct 30, 2025
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
String-based error detection for circuit breaker state is fragile and could lead to false positives. Consider adding a specific error type or property to the UpstreamServiceError class to reliably identify circuit breaker errors.
| const isCircuitOpen = (error instanceof UpstreamServiceError && | |
| error.message.includes('Circuit is open')) || | |
| (error instanceof Error && error.message.includes('Circuit is open')); | |
| const isCircuitOpen = error instanceof UpstreamServiceError && error.isCircuitBreakerOpen === true; |
| sodium: { | ||
| // Convert g to mg (OpenFoodFacts stores in grams) | ||
| value: (nutriments.sodium_100g || nutriments.sodium || 0) * 1000, | ||
| unit: 'mg', | ||
| }, |
Copilot
AI
Oct 30, 2025
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
The unit conversion from grams to milligrams is hardcoded with a magic number (1000). Consider defining a constant for this conversion factor to improve maintainability and make the conversion more explicit.
No description provided.