unionai-oss/pandera v0.6.0

0.6.0: Data Synthesis Strategies, Schema Enhancements

on GitHub

🎉🎉🎉 Thanks to @jeffzi, @ktroutman, @m1so for your contributions! 🎉🎉🎉

Enhancements

• Improve memory efficiency of validation process (#360)
• Add column order validation (#352)
• Implement data synthesis strategies using hypothesis (#344)
• Add support for aliases in SchemaModel (#329)
• Add support for optional name validation of single-index (#326)
• Move columns to multiindex: add reset_index, set_index method to DataFrameSchema (#319)
• Add support for Python 3.9 (#307)

Bugfixes

• typing.DataFrame should expect annotation input (#318)

Deprecations

• SchemaErrors.schema_errors has been changed to failure_cases, and the schema_errors attribute now contains a list of dicts containing schema errors and reason codes. This is a breaking change, but is a minor part of the API and is fairly straightforward to fix (#360).

Documentation Improvements

• Add required columns documentation for schema models (#362)
• Fix docs: schema examples (#347)
• Add documentation for dataframeschema transformations (#333)
• Fix deprecated SchemaErrorReport references in docs (#310)
• Fix SchemaModel dtype example (#309)

Repo Improvements

• Update logo 69c6e56
• Add flynt to pre-commit hooks (#325)
• Use generic zenodo link for citation information c4f4fe7