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Please indicate the following details about the environment in which you found the bug:
SDV version: 1.0.0.dev
Python version: Any
Operating System: Any
Error Description
The following changes should be made:
If a float column has more than 14 decimals places, sometimes we are unable to round. This raises the following warning: usr/local/lib/python3.8/dist-packages/sdv/data_processing/numerical_formatter.py:72: UserWarning: No rounding scheme detected for column 'max(y_wgs84)'. Synthetic data will not be rounded.
The warning can be overwhelming and there isn't anything the user can really do about it, so we should make it logger info statement instead.
The default for the model_missing_values parameter is currently set to True when calling auto_assign_transformers. It should be False instead
The synthesizer.load method should change the name of the path paramter to filepath
The sample_conditions method should be renamed to sample_from_conditions
The following methods should be added to the SingleTablePreset
get_metadata - Wrapper around the SingleTableSynthesizer.get_metadata method
get_parameters - Wrapper around the SingleTableSynthesizer.get_parameters method
The text was updated successfully, but these errors were encountered:
Environment Details
Please indicate the following details about the environment in which you found the bug:
Error Description
The following changes should be made:
usr/local/lib/python3.8/dist-packages/sdv/data_processing/numerical_formatter.py:72: UserWarning: No rounding scheme detected for column 'max(y_wgs84)'. Synthetic data will not be rounded.
The warning can be overwhelming and there isn't anything the user can really do about it, so we should make it logger info statement instead.
model_missing_values
parameter is currently set to True when callingauto_assign_transformers
. It should be False insteadsynthesizer.load
method should change the name of thepath
paramter tofilepath
sample_conditions
method should be renamed tosample_from_conditions
SingleTablePreset
get_metadata
- Wrapper around theSingleTableSynthesizer.get_metadata
methodget_parameters
- Wrapper around theSingleTableSynthesizer.get_parameters
methodThe text was updated successfully, but these errors were encountered: