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Data Upload with attribute information #131

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prabhant opened this issue Jul 13, 2020 · 2 comments
Closed

Data Upload with attribute information #131

prabhant opened this issue Jul 13, 2020 · 2 comments
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enhancement New feature or request

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@prabhant
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prabhant commented Jul 13, 2020 •
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Currently, we are assigning attribute types automatically via openml-python. We need to edit the dataset-upload page so that we can specify attributes as a dictionary. like here(https://openml.github.io/openml-python/master/examples/30_extended/create_upload_tutorial.html#sphx-glr-examples-30-extended-create-upload-tutorial-py)
Shall we make it accessible via simple upload page or wait for edit-dataset PR openml/openml-python#929
And add this feature in the new edit dataset page via dash?
@joaquinvanschoren
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I would do this as part of dataset editing. Use the automatic type assignment in the initial upload, and allow people to correct it later.

There is a tool called ptype that gives better type prediction than pandas. Ask Marcos. It would be great to integrate it into the Python API.

@prabhant prabhant added the enhancement New feature or request label Jul 15, 2020
@joaquinvanschoren
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I'm rephrasing this in a new issue.

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@joaquinvanschoren @prabhant