Validation of Polars DataFrame and LazyFrame

This hackathon contribution significantly expands Snakemake’s data validation capabilities. Specifically, it adds support for validating both `polars` `DataFrame` and `LazyFrame` objects in addition to the existing `YAML` and `pandas` `DataFrame` support. This allows users to ensure the integrity and correctness of their input data more effectively.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-22
DOI
https://doi.org/10.5281/zenodo.15489877
Primary Topic
Biomedical and Engineering Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Validation of Polars DataFrame and LazyFrame

Zenodo (CERN European Organization for Nuclear Research)
Biomedical and Engineering Education
article

Validation of Polars DataFrame and LazyFrame

article en

Abstract

This hackathon contribution significantly expands Snakemake’s data validation capabilities. Specifically, it adds support for validating both `polars` `DataFrame` and `LazyFrame` objects in addition to the existing `YAML` and `pandas` `DataFrame` support. This allows users to ensure the integrity and correctness of their input data more effectively.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 56%
Biomedical and Engineering Education
DOIOpen Access PDFOpenAlex
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Validation of Polars DataFrame and LazyFrame · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS