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Test cases for sofa scores and comparing clifpy with polars version#121

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polars_sofa_test
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Test cases for sofa scores and comparing clifpy with polars version#121
Ntippan wants to merge 1 commit intomainfrom
polars_sofa_test

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@Ntippan Ntippan commented Jan 14, 2026

Test cases for sofa scores and comparing clifpy with polars version.

Added profiling support: Step-by-step timing via profile=True parameter
Memory optimization: Lazy loading with predicate pushdown for medications and weight data
Edits: lpm set field was dropped before, it is added now along with checking the outliers for this field.

Test cases: Comparison 4 tests: Validates all 6 SOFA components between Duckdb and Polars

Test cases for sofa scores and comparing clifpy with polars version
@Ntippan Ntippan requested a review from kaveriC January 14, 2026 21:40
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