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Complete Issue #22: Eliminate Large Data File Redundancy#31

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turbomam merged 1 commit into
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22-eliminate-large-data-file-redundancy
Sep 18, 2025
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Complete Issue #22: Eliminate Large Data File Redundancy#31
turbomam merged 1 commit into
mainfrom
22-eliminate-large-data-file-redundancy

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MAJOR OPTIMIZATIONS:

  • Replace legacy data loaders with centralized MetadataRegistry
  • Optimize performance: 4.9M cell scans → ~40K pre-filtered effects (100x faster)
  • Simplify FitnessDataLoader: remove file tracking and caching for static MCP data

FIXES:

  • Fix all import errors after removing ModuleDataLoader/PairsDataLoader
  • Replace lambda functions with operator.itemgetter for type safety
  • Eliminate conditional test logic in favor of deterministic assertions
  • Remove obsolete TestModuleDataLoader class entirely

RESULTS:

  • All 96 tests passing
  • All lint and type checks passing
  • Clean, simplified codebase for static data access
  • Maintained full API compatibility

🤖 Generated with Claude Code

MAJOR OPTIMIZATIONS:
- Replace legacy data loaders with centralized MetadataRegistry
- Optimize performance: 4.9M cell scans → ~40K pre-filtered effects (100x faster)
- Simplify FitnessDataLoader: remove file tracking and caching for static MCP data

FIXES:
- Fix all import errors after removing ModuleDataLoader/PairsDataLoader
- Replace lambda functions with operator.itemgetter for type safety
- Eliminate conditional test logic in favor of deterministic assertions
- Remove obsolete TestModuleDataLoader class entirely

RESULTS:
- All 96 tests passing
- All lint and type checks passing
- Clean, simplified codebase for static data access
- Maintained full API compatibility

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
@turbomam turbomam linked an issue Sep 18, 2025 that may be closed by this pull request
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@turbomam

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to review tomorrow

@turbomam turbomam merged commit e87576a into main Sep 18, 2025
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@turbomam turbomam deleted the 22-eliminate-large-data-file-redundancy branch September 18, 2025 06:37
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Eliminate Large Data File Redundancy

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