maltzsama

maltzsama/sumeh

Sumeh — Unified Data Quality Framework Sumeh is a unified data quality validation framework supporting multiple backends (PySpark, Dask, Polars, DuckDB, Pandas) with centralized rule configuration.

4 stars 0 forks 4 watchers Python Apache License 2.0
dask-dataframes data data-quality data-quality-analysis data-quality-assessment data-quality-checks data-quality-framework data-quality-measurement data-quality-report duckdb duckdb-extension pandas pandas-library polars polars-dataframe polars-extensions pyspark pyspark-dataframes
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1 Open Issue Need Help Last updated: Jun 15, 2026

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Reproducible benchmarking suite for validation + bifurcation (help wanted) about 3 hours ago
documentation help wanted good first issue
maltzsama/sumeh
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Sumeh — Unified Data Quality Framework Sumeh is a unified data quality validation framework supporting multiple backends (PySpark, Dask, Polars, DuckDB, Pandas) with centralized rule configuration.

Python
#dask-dataframes#data#data-quality#data-quality-analysis#data-quality-assessment#data-quality-checks#data-quality-framework#data-quality-measurement#data-quality-report#duckdb#duckdb-extension#pandas#pandas-library#polars#polars-dataframe#polars-extensions#pyspark#pyspark-dataframes