Remove input error from base synthesizer class once nullable foreign keys are supported - Githubissues

sdv-dev / SDV

Synthetic data generation for tabular data

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Remove input error from base synthesizer class once nullable foreign keys are supported #2057

Open gsheni opened 2 weeks ago

gsheni commented 2 weeks ago

Problem Description

Currently, a SynthesizerInputError is raised if the data contains null foreign keys.
We would like to remove this error once our synthesizers support null foreign keys.

Expected behavior

Remove this check, which raises a SynthesizerInputError https://github.com/sdv-dev/SDV/blob/1286211d82244ee2d986b9eda278eecaed862dfa/sdv/multi_table/base.py#L449
Update any associated tests (possibly remove them).