Complete Phase 1 Data Tools Implementation#10
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unseriousAI merged 1 commit intomainfrom Jun 24, 2025
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Added comprehensive data structure manipulation and validation capabilities: ## New Modules (16 additional functions) - **structures.py**: 10 functions for data manipulation (flatten, merge, nested access) - **validation.py**: 6 functions for schema validation and type checking ## Enhanced Infrastructure - Added data-specific exception classes (ValidationError, SerializationError) - Updated type definitions with ValidationResult - Extended helper functions for selective tool loading ## Quality Improvements - 95%+ test coverage for new modules (198 total tests) - Full ruff and mypy compliance - Comprehensive error handling and type safety ## Updated Documentation - README.md reflects Phase 1 completion (28 total data functions) - TODO.md updated with completion status and Phase 2 planning **Total Achievement**: 56 functions across project (18 filesystem + 10 text + 28 data) **Phase 1 Status**: ✅ COMPLETE - Foundation for robust data manipulation established 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
unseriousAI
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Jun 24, 2025
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Summary
Completes Phase 1 of the data tools implementation by adding comprehensive data structure manipulation and validation capabilities. This brings the total data tools count to 28 functions across 4 modules.
New Modules Added
🏗️ Data Structures (
structures.py) - 10 functionsflatten_dict()/unflatten_dict()- Convert between nested and flat structuresget_nested_value()/set_nested_value()- Safe nested data access and modificationmerge_dicts()- Deep merge multiple dictionariescompare_data_structures()- Compare complex data with optional order ignoringsafe_get()/remove_empty_values()- Utility functions for data cleaningextract_keys()/rename_keys()- Pattern-based key manipulation✅ Validation (
validation.py) - 6 functionsvalidate_schema()- JSON Schema-style validationcheck_required_fields()/validate_data_types()- Field and type validationvalidate_range()- Numeric range validationaggregate_validation_errors()/create_validation_report()- Error handling and reportingInfrastructure Enhancements
ValidationErrorandSerializationErrorValidationResulttype for better flexibilityload_data_structure_tools()load_data_validation_tools()load_data_json_tools()andload_data_csv_tools()Quality Metrics
Updated Documentation
Test Plan
Breaking Changes
None - this is purely additive functionality.
Next Steps
Phase 1 foundation is complete. Phase 2 will focus on:
🤖 Generated with Claude Code