[GitHub] [beam] AnandInguva commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.

["AnandInguva (via GitHub)" <gi...@apache.org>]

AnandInguva commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1480261200

   > Hello Anand, Hope you are doing well.Can you please review the pull request [ #25926] <#25926%5D.And>.
   > […](#)
   > On Fri, Feb 3, 2023 at 12:27 AM Anand Inguva ***@***.***> wrote: The script here <https://gist.github.com/AnandInguva/1ce58c7df98ade4efe6bc95a157b82da> trains the Sklearn model required to run inference on Japanese housing dataset IT test <https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/sklearn_japanese_housing_regression.py> . Now, the problem is we have a set of Sklearn models trained and saved in GCS path. So we use that models for IT testing. But these models are not forward compatible with newer version of sklearn. So to resolve this issue, we would like to - create a script that could run and train the script <https://gist.github.com/AnandInguva/1ce58c7df98ade4efe6bc95a157b82da> - Save the trained models on a GCS location - Run the pipeline in the example <https://github.com/apache/beam/blob/master/sdks/python/apache_beam/examples/inference/sklearn_japanese_housing_regression.py> as IT test using the above saved model. - Add this set
 up to the Beam infra and make sure this gets run as part of postcommit tests(I can help here once the above thing is done) — Reply to this email directly, view it on GitHub <[#24903 (comment)](https://github.com/apache/beam/issues/24903#issuecomment-1414215656)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AUA2XLT34RXU7SD7ENEPOADWVP7Q5ANCNFSM6AAAAAATSCNU4Y> . You are receiving this because you commented.Message ID: ***@***.***>
   
   Thanks I will take a look soon


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