Data: Future Enhancement Features

[jwesleye]

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