nervoussidd commented on issue #24903: URL: https://github.com/apache/beam/issues/24903#issuecomment-1416738802
Hello Anand, I have gone through the example and the script.And now i am going to learn somethings about the Sklearn as i am new to this things.Keeping you updated with my progress. On Fri, Feb 3, 2023 at 5:34 PM Siddharth Aryan ***@***.***> wrote: > Thank You for the reply.YES i am ready to work under your guidance.But > please give me atleast 2 days to go through the Sklearn beam example and > the sklearn training script.. > > 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 setup 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 >> <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: >> ***@***.***> >> > -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
