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Verbosity / progress reporting during the application of transformers #629

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HarrisonWilde opened this issue Mar 31, 2023 · 0 comments
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Problem Description

In implementing RDT within a larger workflow, I am leaning on the transformer inference the package is capable of to provide a simpler workflow for users that don't want to fully specify metadata. This is clearly imperfect and sometimes a categorical variable is misidentified etc that can lead to quite a slow application of the transformers as data gets large. When this happens, there is no option for verbosity in running the application of the transformers which from a user perspective can be a little daunting / uncertain as to whether the larger project has hung or not.

Expected behavior

Looking at the source code I believe it would be fairly simple to add an option for reporting progress using tqdm or some more proprietary method during the execution of transformer application (particularly in the case of the HyperTransformer where a lot of applications are done at once / sequentially).

Thanks!

@HarrisonWilde HarrisonWilde added the new Label applied to new issues label Mar 31, 2023
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