Dipslay schema and stats in dashboard

tensorflow / data-validation

Library for exploring and validating machine learning data

Apache License 2.0

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Dipslay schema and stats in dashboard #224

Closed swaticolab closed 2 years ago

swaticolab commented 2 years ago

Hello,

I am trying to display the schema and statistics in a dashboard/UI using streamlit. I have incorporated the code in a .py file. But the visuals are coming in .stat format which cant be handled by streamlit. Also tried saving the results to html format. But when calling the same via streamlit, the visuals are not coming out to be right.

Any help is appreciated.

singhniraj08 commented 2 years ago

@swaticolab,

Could you please share the minimal code to reproduce the error you are getting.

In meantime, please go through tfdv.visualize_statistics which visualizes the input statistics using Facets. Also please refer to example notebook to visualize and infer schema from TFDV.

singhniraj08 commented 2 years ago

Closing this due to inactivity. Please take a look into the answers provided above, feel free to reopen and post your comments(if you still have queries on this). Thank you!