FeatureRequest: Automatically generated dataframe schemas to catch errors #384
Description
Feature type
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Add new functionality
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Change existing functionality
General description of the proposed functionality
Story: As a pycytominer user, I would like to receive more descriptive error messages about problems with my data. Pycytominer could automatically generate a DataframeSchema to check for the column names I specified in arguments and make sure there aren't NaN or inf values for operations where that will cause errors. By returning an error message with the specific column and row that contain problematic values, I will be more easily able to work with large distributed datasets.
Feature example
Coming
Alternative Solutions
No response
Additional information
No response