72 lines
2.9 KiB
Markdown
72 lines
2.9 KiB
Markdown
# SmartFuzzy Improvement Plan
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## Current Status
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- ESM imports/exports fixed with .js extensions
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- Basic fuzzy matching functionality works
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- Testing infrastructure fixed with @git.zone/tsrun dependency
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- Test syntax needs standardization (converting from chai-style to SmartExpect syntax)
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- Using older versions of dependencies
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## Improvement Plan
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### 1. Testing Improvements
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#### 1.1 Update Test Syntax and Standards
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- [ ] Convert all tests from chai-style syntax (`expect().to.be`) to SmartExpect syntax (`expect().toBeInstanceOf()`)
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- [ ] Implement consistent test structure across all test files
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- [ ] Add proper setup and teardown patterns where needed
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- [ ] Replace console.log statements with proper assertions to validate results
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- [ ] Add descriptive error messages to assertions to improve test debugging
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#### 1.2 Expand Test Coverage
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- [ ] Add tests for empty dictionaries and edge cases
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- [ ] Test with extremely large dictionaries to verify performance
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- [ ] Add tests for unicode/special character handling
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- [ ] Test with very similar strings to validate fuzzy matching accuracy
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- [ ] Add tests for error conditions and input validation
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- [ ] Implement tests for all public APIs and features
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### 2. Code Quality Improvements
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- [ ] Add proper TypeScript documentation comments to all public methods
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- [ ] Implement consistent error handling
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- [ ] Add input validation for all public methods
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- [ ] Standardize method naming conventions (e.g., get* vs find*)
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### 3. Feature Enhancements
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- [ ] Add configurable threshold options for matching
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- [ ] Implement stemming/lemmatization support for better text matching
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- [ ] Add language-specific matching options
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- [ ] Support for weighted matching across multiple fields
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- [ ] Add batch processing capabilities for large datasets
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### 4. Performance Optimizations
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- [ ] Implement caching for repeated searches
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- [ ] Optimize indexing for large dictionaries
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- [ ] Add benchmarking tests to measure performance improvements
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### 5. Dependencies and Build System
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- [ ] Update to latest versions of dependencies
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- [ ] Ensure proper tree-shaking for browser bundle
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- [ ] Add browser-specific build configuration
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- [ ] Implement proper ES module / CommonJS dual package setup
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### 6. Documentation
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- [ ] Create comprehensive API documentation
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- [ ] Add usage examples for common scenarios
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- [ ] Create benchmarks comparing to other fuzzy matching libraries
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- [ ] Document performance characteristics and optimization strategies
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### 7. Developer Experience
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- [ ] Add VS Code debugging configuration
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- [ ] Implement changelog generation
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- [ ] Set up automated release process
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- [ ] Add contribution guidelines
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## Priority Order
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1. Fix testing infrastructure (critical)
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2. Code quality improvements (high)
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3. Documentation (high)
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4. Feature enhancements (medium)
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5. Performance optimizations (medium)
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6. Dependencies and build system (medium)
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7. Developer experience (low) |