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Implement polars LazyFrame backend and core checks

Open cosmicBboy opened this issue 1 year ago • 0 comments

Is your feature request related to a problem? Please describe.

This issue is part of the work to support polars, see here for a high-level overview of the work needed: https://github.com/unionai-oss/pandera/issues/1064#issuecomment-1751596922

Describe the solution you'd like

This PR is done when the polars LazyFrameSchema has a backend class that's equivalent to the pandas DataFrameSchemaBackend and pandas ColumnBackend classes. Note that there were be some differences, e.g.:

The polars LazyFrame Column component will NOT use the Series API to implement the checks: rather, it will use the LazyFrame API with expressions to implement the checks.

There may be other differences that emerge during the course of implementing this issue.

cosmicBboy avatar Nov 26 '23 15:11 cosmicBboy