Dataframe Rules Engine
Extensible Rules Engine for custom Dataframe / Dataset validation
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pandera | 3,012 |  | 97 | 6 days ago | 79 | December 08, 2023 | 321 | mit | Python | |
| A light-weight, flexible, and expressive statistical data testing library | ||||||||||
| Dataframe Rules Engine | 62 | 3 years ago | 2 | August 15, 2021 | 6 | other | Scala | |||
| Extensible Rules Engine for custom Dataframe / Dataset validation | ||||||||||
| Thedoctor | 32 | 6 years ago | 1 | March 18, 2015 | bsd-2-clause | Python | ||||
| python function input validation | ||||||||||
| Validada | 27 | 1 | 5 years ago | 1 | July 10, 2015 | 1 | other | Python | ||
| Another library for defensive data analysis. | ||||||||||
| Daffy | 13 | 5 months ago | 9 | April 23, 2021 | mit | Python | ||||
| Function decorators for Pandas Dataframe column name and data type validation | ||||||||||
| Pandantic | 12 | 8 months ago | 4 | Python | ||||||
| Enriches the Pydantic BaseModel class by adding the ability to validate dataframes using the schema and custom validators of the same BaseModel class. | ||||||||||
| Marshmallow Dataframe | 11 | 4 years ago | apache-2.0 | Python | ||||||
| Marshmallow Schema generator for Pandas DataFrames | ||||||||||
| Spark Constraints | 10 | 5 years ago | 2 | July 16, 2019 | 2 | mit | Scala | |||
| SQL constraints in Spark! | ||||||||||
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