Environment Details
Please indicate the following details about the environment in which you found the bug:
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Error Description
Multi-table fit currently generates extra warnings if the data does not cover the range given by the metadata.
Steps to reproduce
data, metadata = download_demo('multi_table', 'fake_hotels')
min_room_rate = min(data['guests']['room_rate']) - 1
metadata.update_column('room_rate', table_name='guests', range_min=min_room_rate)
synthesizer = HMASynthesizer(metadata)
synthesizer.fit(data)
Environment Details
Please indicate the following details about the environment in which you found the bug:
Error Description
Multi-table
fitcurrently generates extra warnings if the data does not cover the range given by the metadata.Steps to reproduce