Defer backend registration to validation time #1818
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Signed-off-by: cosmicBboy <[email protected]>
Signed-off-by: cosmicBboy <[email protected]>
Signed-off-by: cosmicBboy <[email protected]>
Signed-off-by: cosmicBboy <[email protected]>
Signed-off-by: cosmicBboy <[email protected]>
Signed-off-by: cosmicBboy <[email protected]>
Signed-off-by: cosmicBboy <[email protected]>
Signed-off-by: cosmicBboy <[email protected]>
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Signed-off-by: cosmicBboy <[email protected]>
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Fixes #1810.
This PR speeds up pandera schema definition runtime by deferring the registration of validation backends to validation time. Before, schema backends would be registered at schema initialization time, but this slows things down in cases where schemas are just being initialized.
It also refactors the pandas
register.pylogic by only importing the dask, modin, pyspark, and geopandas modules when the corresponding dataframe is passed in at validation time.