Polars

sumeh.engines.polars

Polars validation engine.

Fast, memory-efficient DataFrame library with native Rust backend.

Example

import polars as pl from sumeh import polars as sumeh_polars

df = pl.read_csv("data.csv") rules = [...] report = sumeh_polars.validate(df, rules)

good_df, bad_df = report.split() good_df.write_parquet("clean/")