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Description
Summary
Implement incremental analysis to avoid re-analyzing unchanged code sections, significantly improving performance for large codebases and real-time IDE scenarios.
Current State
- Basic AST caching exists but was disabled due to memory safety issues
- test_incremental_analysis.f90 - 12 tests failing
- test_intelligent_caching.f90 - 11 tests failing
- test_cache_integration.f90 - Some basic caching works
Implementation Requirements
Phase 1: Safe AST Caching
- Implement deep copy mechanism for AST nodes
- Create cache invalidation strategy based on file modifications
- Add memory-safe cache storage with proper lifecycle management
- Implement cache hit/miss metrics
Phase 2: Incremental Analysis
- Track file dependencies and module usage
- Implement partial re-analysis for changed sections only
- Create dependency graph for cross-module analysis
- Handle cascading changes efficiently
Phase 3: Intelligent Caching Strategies
- LRU cache eviction for memory management
- Persistent cache for frequently accessed files
- Cache warming on startup
- Smart preloading based on usage patterns
Technical Design
Cache Key Generation
type :: cache_key_t
character(len=:), allocatable :: file_path
integer(int64) :: modification_time
integer(int32) :: content_hash
end typeIncremental Analysis API
type :: incremental_analyzer_t
type(ast_cache_t) :: cache
type(dependency_graph_t) :: dependencies
contains
procedure :: analyze_changes
procedure :: get_affected_files
procedure :: invalidate_cache_entry
end typePerformance Targets
- Cache hit rate > 80% for typical editing sessions
- <10ms response time for cached results
- <100ms for incremental re-analysis
- Memory usage < 100MB for typical projects
Integration Points
- LSP document synchronization events
- File watcher notifications
- CLI batch processing mode
- IDE save/format operations
Test Coverage
Expected to fix:
- test_incremental_analysis.f90 (12 tests)
- test_intelligent_caching.f90 (11 tests)
- test_cache_integration.f90 (remaining failures)
- test_diagnostic_performance.f90 (performance tests)
Benefits
- 10x performance improvement for large codebases
- Real-time analysis in IDEs becomes feasible
- Reduced memory footprint with smart eviction
- Better user experience with instant feedback
Dependencies
- Fixed AST deep copying mechanism
- File modification tracking
- Memory management utilities
Priority: HIGH
Critical for production use with large Fortran codebases and IDE integration scenarios where performance is crucial.
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