FeatureRequest: Automatically generated dataframe schemas to catch errors

[kenibrewer]

Feature type

• Add new functionality

• 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