Migration from Pandas to Polars - Rustification of 8Knot#1051

Draft

EngCaioFonseca wants to merge 18 commits intodevfrom

polars_py_2_rust_conversion

Commits on Oct 7, 2025

removal of duplicates/similar CSS. Prioritizing global variables.
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committed

Commits on Oct 13, 2025

Replacing spacing for the fontsize
EngCaioFonseca
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Commits on Dec 13, 2025

refactor: Fix Pandas anti-patterns (Phase 0 of Polars migration)
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feat: Add Polars and convert first module (Phase 1 & 2)
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feat: Convert code_languages.py and ossf_scorecard.py to Polars
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feat: Phase 3 - Query layer Polars support + benchmarks + more conversions
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feat: Convert 4 more visualization modules to Polars
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feat: Convert 4 more visualization modules to Polars
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feat: Enhance polars_utils.py + convert 3 more contributor modules
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feat: Convert 4 more contributor visualizations to Polars
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feat: Convert CHAOSS contrib_importance_pie.py to Polars
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feat: Convert pr_review_response.py to Polars
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feat: Convert 4 more visualization modules to Polars
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feat: Convert 3 more modules to Polars (affiliation + CHAOSS)
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feat: Add Polars imports to heatmap modules
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docs: Update POLARS_MIGRATION_PLAN.md with final status
EngCaioFonseca
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Commits on Dec 19, 2025