Benchmarks

Placeholder numbers to illustrate the reporting format. Real measurements will land with v1.0.

placeholderAll values below are illustrative. Do not use for comparison.

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assess() on 1M rows × 20 cols

EazyDataFix-- ms

pandas (manual)-- ms

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Peak RSS during fix()

EazyDataFix-- MB

pandas (manual)-- MB

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Time scaling across 100k → 10M rows

100k rows-- %

1M rows-- %

10M rows-- %

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Wall-clock speedup on the standard suite

assess()-- %

fix()-- %

profile()-- %

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Same suite, Polars backend

assess()-- %

fix()-- %

profile()-- %