[UPDATE] Feature Score plotting#171
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singjc merged 31 commits intoPyProphet:masterfrom Oct 29, 2025
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Consolidate export commands into unified feature-scores with auto-detection
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This pull request introduces a new, unified command for exporting feature score plots that works across all supported file formats (OSW, Parquet, and Split Parquet), and deprecates the older
score-plotscommand. The new command auto-detects the presence of SCORE tables, applies appropriate filtering, and supports multiple feature levels. Documentation and CLI help have been updated to reflect these changes, and backward compatibility is maintained with a deprecation warning for the old command.Unified Feature Score Exporting:
pyprophet export feature-scoresCLI command that works with OSW, Parquet, and Split Parquet files, auto-detects SCORE tables, applies RANK==1 filtering when needed, and supports MS1, MS2, transition, and alignment feature levels. [1] [2] [3] [4] [5]export_feature_scoresfor OSW files: if SCORE tables exist, both SCORE and VAR_ columns are plotted with RANK==1 filtering; otherwise, only VAR_ columns are plotted.Deprecation and Backward Compatibility:
pyprophet export score-plotscommand in favor of the newfeature-scorescommand, with a deprecation warning shown to users while maintaining backward compatibility. [1] [2]Documentation Updates:
score-plotscommand as deprecated, guiding users to the new workflow.Internal Refactoring:
Minor Utility Update:
_ensure_pyarrowimport inparquet.pyto support Parquet operations.