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Posted to github@beam.apache.org by GitBox <gi...@apache.org> on 2023/01/05 15:28:31 UTC
[GitHub] [beam] AnandInguva opened a new issue, #24903: [Task]: Create a script to train sklearn model for IT test.
AnandInguva opened a new issue, #24903:
URL: https://github.com/apache/beam/issues/24903
### What needs to happen?
Sklearn doesn't offer backward compatibility wrt models on newer versions. In the Sklearn IT tests, we use models trained manually and this can get outdated when there is an update to sklearn.
So to tackle this, we need to create a script which trains the sklearn models on the data and then publish this model to a GCS bucket, once this is done we can use this model to run Sklearn IT test.
### Issue Priority
Priority: 2 (default / most normal work should be filed as P2)
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1469981327
Hello Anand,
Hope you are doing well,waiting for your feedback on this issue .
Best Regards
Siddharth Aryan.
On Sat, Mar 11, 2023, 4:17 PM Siddharth Aryan ***@***.***>
wrote:
> And HAPPY BELATED HOLI to you and your family...Hope you had a fabulous
> Holi.
>
> On Fri, Mar 10, 2023 at 1:52 PM Siddharth Aryan <
> ***@***.***> wrote:
>
>> Hey Anand,
>> I am attaching a file which contains the script that train the housing
>> data and saves the trained models to GCS i dont have an GCS account so i
>> hve just put in the code that will save the model to Gcs location.This file
>> just contains the code and reflect the things that it will do. I have
>> limitations in my system which i am trying to fix to run this in a
>> pipeline.In the moment just want your feedback on the code which will help
>> me to fix the issue.And thank you for tremendous support throughout and
>> patience.
>>
>> On Tue, Feb 28, 2023 at 10:20 PM Anand Inguva ***@***.***>
>> wrote:
>>
>>> Hey Anand, Sorry but because of my other stuff (my mid sem
>>> exams,tutoring and GSOC preparation)i was not able to focus on this
>>> project.To inform you about my progress i have already learnt about the
>>> respective things to create a script.i need some more days to finish it
>>> off.And again i am sorry for not updating you with my progress
>>> previously.Hope you understand.
>>>
>>> Hi, please take your time and work when you can on Beam. I am here to
>>> help you in anyway I can. Thanks for the update,
>>>
>>> —
>>> Reply to this email directly, view it on GitHub
>>> <https://github.com/apache/beam/issues/24903#issuecomment-1448514686>,
>>> or unsubscribe
>>> <https://github.com/notifications/unsubscribe-auth/AUA2XLWHYXOU7JDI4ZFTJRTWZYUGPANCNFSM6AAAAAATSCNU4Y>
>>> .
>>> You are receiving this because you commented.Message ID:
>>> ***@***.***>
>>>
>>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1479810763
Hello Anand,
Hope you are doing well.Can you please review the pull request [
https://github.com/apache/beam/pull/25926].And thanks for tremendous
support and patience.
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:
> ***@***.***>
>
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[GitHub] [beam] AnandInguva commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "AnandInguva (via GitHub)" <gi...@apache.org>.
AnandInguva commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1414217446
You can go through the Sklearn beam example and the sklearn training script. If you are ready to do it, please let me know and we can forward with setting up data.
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1480594134
I tried adding you as a reviewer but I think because my code is not able to
pass the RAT test it is not giving me the permission of adding a reviewer.
On Thu, Mar 23, 2023 at 2:37 AM Anand Inguva ***@***.***>
wrote:
> Hello Anand, Hope you are doing well.Can you please review the pull
> request [ #25926 <https://github.com/apache/beam/pull/25926>] <#25926
> <https://github.com/apache/beam/pull/25926>%5D.And>.
> … <#m_-1917160400074648902_>
> On Fri, Feb 3, 2023 at 12:27 AM Anand Inguva *@*.*> wrote: The script
> here https://gist.github.com/AnandInguva/1ce58c7df98ade4efe6bc95a157b82da
> <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
> <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
> <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
> <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 <#24903 (comment)
> <https://github.com/apache/beam/issues/24903#issuecomment-1414215656>>, or
> unsubscribe
> https://github.com/notifications/unsubscribe-auth/AUA2XLT34RXU7SD7ENEPOADWVP7Q5ANCNFSM6AAAAAATSCNU4Y
> <https://github.com/notifications/unsubscribe-auth/AUA2XLT34RXU7SD7ENEPOADWVP7Q5ANCNFSM6AAAAAATSCNU4Y>
> . You are receiving this because you commented.Message ID: @.*>
>
> Thanks I will take a look soon
>
> —
> Reply to this email directly, view it on GitHub
> <https://github.com/apache/beam/issues/24903#issuecomment-1480261200>, or
> unsubscribe
> <https://github.com/notifications/unsubscribe-auth/AUA2XLQKWU4DP5TUTCWBJJLW5NSZ7ANCNFSM6AAAAAATSCNU4Y>
> .
> You are receiving this because you were assigned.Message ID:
> ***@***.***>
>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1411535220
Hey Anand,
Can you please assign me this issue as i would like to contribute.And if you can also guide me it will be perfect.
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1479817660
Hello Anand,
Hope you are doing well.Can you please review the pull request [
https://github.com/apache/beam/pull/25926]
<https://github.com/apache/beam/pull/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 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:
> ***@***.***>
>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1445392294
Hey Anand,
Sorry but because of my other stuff (my mid sem exams,tutoring and GSOC preparation)i was not able to focus on this project.To inform you about my progress i have already learnt about the respective things to create a script.i need some more days to finish it off.And again i am sorry for not updating you with my progress previously.Hope you understand.
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1480563547
Thanks for the reply.Can you do me favour Anand actually i prepared a
Proposal for a project named Sentimental Analysis can you please review it
and reply me with a feedback.
Proposal Link: [
https://docs.google.com/document/d/1U6zcXAWsDCrWlbf14f5VlLqPZFucwXR48tD7mrERW-g/edit
]
On Thu, Mar 23, 2023 at 2:37 AM Anand Inguva ***@***.***>
wrote:
> Hello Anand, Hope you are doing well.Can you please review the pull
> request [ #25926 <https://github.com/apache/beam/pull/25926>] <#25926
> <https://github.com/apache/beam/pull/25926>%5D.And>.
> … <#m_-6043284037195056831_>
> On Fri, Feb 3, 2023 at 12:27 AM Anand Inguva *@*.*> wrote: The script
> here https://gist.github.com/AnandInguva/1ce58c7df98ade4efe6bc95a157b82da
> <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
> <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
> <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
> <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 <#24903 (comment)
> <https://github.com/apache/beam/issues/24903#issuecomment-1414215656>>, or
> unsubscribe
> https://github.com/notifications/unsubscribe-auth/AUA2XLT34RXU7SD7ENEPOADWVP7Q5ANCNFSM6AAAAAATSCNU4Y
> <https://github.com/notifications/unsubscribe-auth/AUA2XLT34RXU7SD7ENEPOADWVP7Q5ANCNFSM6AAAAAATSCNU4Y>
> . You are receiving this because you commented.Message ID: @.*>
>
> Thanks I will take a look soon
>
> —
> Reply to this email directly, view it on GitHub
> <https://github.com/apache/beam/issues/24903#issuecomment-1480261200>, or
> unsubscribe
> <https://github.com/notifications/unsubscribe-auth/AUA2XLQKWU4DP5TUTCWBJJLW5NSZ7ANCNFSM6AAAAAATSCNU4Y>
> .
> You are receiving this because you were assigned.Message ID:
> ***@***.***>
>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1415642988
Thank you for the reply.And yes i am up for the task but first please give
me atleast 2 days to go through the Sklearn beam example,the sklearn
training
On Fri, Feb 3, 2023 at 12:28 AM Anand Inguva ***@***.***>
wrote:
> You can go through the Sklearn beam example and the sklearn training
> script. If you are ready to do it, please let me know and we can forward
> with setting up data.
>
> —
> Reply to this email directly, view it on GitHub
> <https://github.com/apache/beam/issues/24903#issuecomment-1414217446>, or
> unsubscribe
> <https://github.com/notifications/unsubscribe-auth/AUA2XLX2ZJ5EP2PTOPEWCKLWVP7WXANCNFSM6AAAAAATSCNU4Y>
> .
> You are receiving this because you commented.Message ID:
> ***@***.***>
>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1415402653
Thank you for the reply and I am looking forward to working under
your guidance ,just give me a day to go through it.
On Fri, Feb 3, 2023, 12:28 AM Anand Inguva ***@***.***> wrote:
> You can go through the Sklearn beam example and the sklearn training
> script. If you are ready to do it, please let me know and we can forward
> with setting up data.
>
> —
> Reply to this email directly, view it on GitHub
> <https://github.com/apache/beam/issues/24903#issuecomment-1414217446>, or
> unsubscribe
> <https://github.com/notifications/unsubscribe-auth/AUA2XLX2ZJ5EP2PTOPEWCKLWVP7WXANCNFSM6AAAAAATSCNU4Y>
> .
> You are receiving this because you commented.Message ID:
> ***@***.***>
>
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[GitHub] [beam] AnandInguva commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "AnandInguva (via GitHub)" <gi...@apache.org>.
AnandInguva commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1448514686
> Hey Anand, Sorry but because of my other stuff (my mid sem exams,tutoring and GSOC preparation)i was not able to focus on this project.To inform you about my progress i have already learnt about the respective things to create a script.i need some more days to finish it off.And again i am sorry for not updating you with my progress previously.Hope you understand.
Hi, please take your time and work when you can on Beam. I am here to help you in anyway I can. Thanks for the update,
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[GitHub] [beam] AnandInguva commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "AnandInguva (via GitHub)" <gi...@apache.org>.
AnandInguva commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1412612515
You can comment `.take-issue` for self assigning.
Let me take a look on what we need for this task.
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1482211240
I have provided the google doc link.You can now go and review it..And thanks for the tremendous support and patience.
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1480565640
Thanks for the reply Anand .And can you please do me a favour ,I have
prepared a Proposal for a project named Sentimental Analysis for GSOC2023
can you please review it and give me a feedback.I did sent to the dev
mailing list but no one replied,so can you please take some time out and do
it , it would mean great to me.
Project link:
https://docs.google.com/document/d/1U6zcXAWsDCrWlbf14f5VlLqPZFucwXR48tD7mrERW-g/edit
Your Sincerely
Siddharth Aryan
On Thu, Mar 23, 2023 at 2:37 AM Anand Inguva ***@***.***>
wrote:
> Hello Anand, Hope you are doing well.Can you please review the pull
> request [ #25926 <https://github.com/apache/beam/pull/25926>] <#25926
> <https://github.com/apache/beam/pull/25926>%5D.And>.
> … <#m_-6043284037195056831_>
> On Fri, Feb 3, 2023 at 12:27 AM Anand Inguva *@*.*> wrote: The script
> here https://gist.github.com/AnandInguva/1ce58c7df98ade4efe6bc95a157b82da
> <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
> <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
> <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
> <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 <#24903 (comment)
> <https://github.com/apache/beam/issues/24903#issuecomment-1414215656>>, or
> unsubscribe
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> Thanks I will take a look soon
>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1476286408
.take-issue
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[GitHub] [beam] AnandInguva commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "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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[GitHub] [beam] liferoad commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "liferoad (via GitHub)" <gi...@apache.org>.
liferoad commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1476272930
@nervoussidd If you plan to work on this issue, please add the comment .take-issue for self assigning. Feel free to do some small PRs for code reviewing.
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1464883717
And HAPPY BELATED HOLI to you and your family...Hope you had a fabulous
Holi.
On Fri, Mar 10, 2023 at 1:52 PM Siddharth Aryan ***@***.***>
wrote:
> Hey Anand,
> I am attaching a file which contains the script that train the housing
> data and saves the trained models to GCS i dont have an GCS account so i
> hve just put in the code that will save the model to Gcs location.This file
> just contains the code and reflect the things that it will do. I have
> limitations in my system which i am trying to fix to run this in a
> pipeline.In the moment just want your feedback on the code which will help
> me to fix the issue.And thank you for tremendous support throughout and
> patience.
>
> On Tue, Feb 28, 2023 at 10:20 PM Anand Inguva ***@***.***>
> wrote:
>
>> Hey Anand, Sorry but because of my other stuff (my mid sem exams,tutoring
>> and GSOC preparation)i was not able to focus on this project.To inform you
>> about my progress i have already learnt about the respective things to
>> create a script.i need some more days to finish it off.And again i am sorry
>> for not updating you with my progress previously.Hope you understand.
>>
>> Hi, please take your time and work when you can on Beam. I am here to
>> help you in anyway I can. Thanks for the update,
>>
>> —
>> Reply to this email directly, view it on GitHub
>> <https://github.com/apache/beam/issues/24903#issuecomment-1448514686>,
>> or unsubscribe
>> <https://github.com/notifications/unsubscribe-auth/AUA2XLWHYXOU7JDI4ZFTJRTWZYUGPANCNFSM6AAAAAATSCNU4Y>
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>>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1463418019
Hey Anand,
I am attaching a file which contains the script that train the housing data
and saves the trained models to GCS i dont have an GCS account so i hve
just put in the code that will save the model to Gcs location.This file
just contains the code and reflect the things that it will do. I have
limitations in respect ot my system which i am trying to fix to run this in
a pipeline.In the moment just want your feedback on the code which will
help me to fix the issue.And thank you for tremendous support throughout
and patience.
On Tue, Feb 28, 2023 at 10:20 PM Anand Inguva ***@***.***>
wrote:
> Hey Anand, Sorry but because of my other stuff (my mid sem exams,tutoring
> and GSOC preparation)i was not able to focus on this project.To inform you
> about my progress i have already learnt about the respective things to
> create a script.i need some more days to finish it off.And again i am sorry
> for not updating you with my progress previously.Hope you understand.
>
> Hi, please take your time and work when you can on Beam. I am here to help
> you in anyway I can. Thanks for the update,
>
> —
> Reply to this email directly, view it on GitHub
> <https://github.com/apache/beam/issues/24903#issuecomment-1448514686>, or
> unsubscribe
> <https://github.com/notifications/unsubscribe-auth/AUA2XLWHYXOU7JDI4ZFTJRTWZYUGPANCNFSM6AAAAAATSCNU4Y>
> .
> You are receiving this because you commented.Message ID:
> ***@***.***>
>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1415779394
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:
> ***@***.***>
>
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[GitHub] [beam] AnandInguva commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "AnandInguva (via GitHub)" <gi...@apache.org>.
AnandInguva commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1414215656
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)
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1415372867
I am ready for it.And also looking forward to work under your guidance.
On Fri, Feb 3, 2023, 12:28 AM Anand Inguva ***@***.***> wrote:
> You can go through the Sklearn beam example and the sklearn training
> script. If you are ready to do it, please let me know and we can forward
> with setting up data.
>
> —
> Reply to this email directly, view it on GitHub
> <https://github.com/apache/beam/issues/24903#issuecomment-1414217446>, or
> unsubscribe
> <https://github.com/notifications/unsubscribe-auth/AUA2XLX2ZJ5EP2PTOPEWCKLWVP7WXANCNFSM6AAAAAATSCNU4Y>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1411533268
Hey Danny ,
Can you please assign this issue to me as i would love to contribute. And it will be great if you can guide me solving this issue.
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
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:
>> ***@***.***>
>>
>
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[GitHub] [beam] nervoussidd commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "nervoussidd (via GitHub)" <gi...@apache.org>.
nervoussidd commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1463440208
Hey Anand,
I am attaching a file which contains the script that train the housing data
and saves the trained models to GCS i dont have an GCS account so i hve
just put in the code that will save the model to Gcs location.This file
just contains the code and reflect the things that it will do. I have
limitations in my system which i am trying to fix to run this in a
pipeline.In the moment just want your feedback on the code which will help
me to fix the issue.And thank you for tremendous support throughout and
patience.
On Tue, Feb 28, 2023 at 10:20 PM Anand Inguva ***@***.***>
wrote:
> Hey Anand, Sorry but because of my other stuff (my mid sem exams,tutoring
> and GSOC preparation)i was not able to focus on this project.To inform you
> about my progress i have already learnt about the respective things to
> create a script.i need some more days to finish it off.And again i am sorry
> for not updating you with my progress previously.Hope you understand.
>
> Hi, please take your time and work when you can on Beam. I am here to help
> you in anyway I can. Thanks for the update,
>
> —
> Reply to this email directly, view it on GitHub
> <https://github.com/apache/beam/issues/24903#issuecomment-1448514686>, or
> unsubscribe
> <https://github.com/notifications/unsubscribe-auth/AUA2XLWHYXOU7JDI4ZFTJRTWZYUGPANCNFSM6AAAAAATSCNU4Y>
> .
> You are receiving this because you commented.Message ID:
> ***@***.***>
>
import pickle
import pandas as pd
from sklearn.linear_model import LinearRegression
from google.cloud import storage
BUCKET_NAME = "your-bucket-name"
MODEL_NAME = "linear_regression_model.pkl"
TRAINING_DATA = "gs://{}/data/housing_train.csv".format(BUCKET_NAME)
# loading the training data
housing_data = pd.read_csv(TRAINING_DATA)
# separating the features and target variable
X_train = housing_data.drop("median_house_value", axis=1)
y_train = housing_data["median_house_value"].values
# train the model
model = LinearRegression()
model.fit(X_train, y_train)
# save the trained model to GCS
model_file = pickle.dumps(model)
storage_client = storage.Client()
bucket = storage_client.bucket(BUCKET_NAME)
blob = bucket.blob(MODEL_NAME)
blob.upload_from_string(model_file)
print("Trained model saved to GCS path: gs://{}/{}".format(BUCKET_NAME, MODEL_NAME))
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[GitHub] [beam] AnandInguva commented on issue #24903: [Task]: Create a script to train sklearn model for IT test.
Posted by "AnandInguva (via GitHub)" <gi...@apache.org>.
AnandInguva commented on issue #24903:
URL: https://github.com/apache/beam/issues/24903#issuecomment-1481356841
> Thanks for the reply Anand .And can you please do me a favour ,I have prepared a Proposal for a project named Sentimental Analysis for GSOC2023 can you please review it and give me a feedback.I did sent to the dev mailing list but no one replied,so can you please take some time out and do it , it would mean great to me. Project link: https://docs.google.com/document/d/1U6zcXAWsDCrWlbf14f5VlLqPZFucwXR48tD7mrERW-g/edit Your Sincerely Siddharth Aryan On Thu, Mar 23, 2023 at 2:37 AM Anand Inguva ***@***.***> wrote:
> […](#)
> Hello Anand, Hope you are doing well.Can you please review the pull request [ #25926 <#25926>] <#25926 <#25926>%5D.And>. … <#m_-6043284037195056831_> On Fri, Feb 3, 2023 at 12:27 AM Anand Inguva *@*.*> wrote: The script here https://gist.github.com/AnandInguva/1ce58c7df98ade4efe6bc95a157b82da <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 <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 t
he script https://gist.github.com/AnandInguva/1ce58c7df98ade4efe6bc95a157b82da <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 <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 <#24903 (comment) <[#24903 (comment)](https://github.com/apache/beam/issues/24903#issuecomment-1414215656)>>, or unsubscribe https://github.com/notifications/unsubscribe-auth/AUA2XLT34RXU7SD7ENEPOADWVP7Q5ANCNFSM6AAAAAATSCNU4Y <https://github.com/notifications/unsubscribe-auth/AUA2XLT34RX
U7SD7ENEPOADWVP7Q5ANCNFSM6AAAAAATSCNU4Y> . You are receiving this because you commented.Message ID: @.*> Thanks I will take a look soon — Reply to this email directly, view it on GitHub <[#24903 (comment)](https://github.com/apache/beam/issues/24903#issuecomment-1480261200)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AUA2XLQKWU4DP5TUTCWBJJLW5NSZ7ANCNFSM6AAAAAATSCNU4Y> . You are receiving this because you were assigned.Message ID: ***@***.***>
Yes, I will take a look. I see that you have attached the doc itself. I replied on the dev@ to share the doc link for better visibility and feedback from the others as well. Please share the google doc link of your proposal there. In the mean time, I will go through the proposal soon.
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