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Replace pandas with polars for better efficiency in core data processing modules#2

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jcharkow with Copilot wants to merge 6 commits into
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copilot/fix-43af53d6-2a7a-4d2d-9144-5f01e2a6bc25
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Replace pandas with polars for better efficiency in core data processing modules#2
jcharkow with Copilot wants to merge 6 commits into
masterfrom
copilot/fix-43af53d6-2a7a-4d2d-9144-5f01e2a6bc25

Add polars compatibility utilities and comprehensive migration docume…

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