Data: Future Enhancement Features #57
Description
Data Caching Tools
- Implement caching mechanisms for frequently accessed data
- Support for memory and disk-based caching
- Cache invalidation strategies
- Thread-safe caching operations
Streaming Data Processing
- Support for processing large files in chunks
- Memory-efficient iterators for large datasets
- Stream transformation utilities
- Progress tracking for long-running operations
Performance Optimizations
- Memory-efficient variants for bulk operations
- Parallel processing options for data transformation
- Benchmarking utilities for data operations
Advanced Validation Features
- Custom validation rule creation
- Validation pipelines
- Enhanced error reporting and visualization
Source: src/basic_open_agent_tools/data/TODO.md
Module: Data
Note: Module marked complete with 96%+ test coverage, these are future enhancements