Performance Optimizations
- Memory Efficiency
Issue: Loading entire DataFrames into memory (could be problematic for large files)
Optimization: Use chunked processing for large files
Issue: Multiple file reads during duplicate detection
- I/O Optimization
Issue: No connection pooling or batch operations
Issue: File locking not implemented for concurrent access
Performance Optimizations
Issue: Loading entire DataFrames into memory (could be problematic for large files)
Optimization: Use chunked processing for large files
Issue: Multiple file reads during duplicate detection
Issue: No connection pooling or batch operations
Issue: File locking not implemented for concurrent access