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Posted to issues@beam.apache.org by "Danny McCormick (Jira)" <ji...@apache.org> on 2022/06/04 14:43:00 UTC

[jira] [Commented] (BEAM-9501) [Java] PTransform that integrates Cloud AI Prediction functionality

    [ https://issues.apache.org/jira/browse/BEAM-9501?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17548359#comment-17548359 ] 

Danny McCormick commented on BEAM-9501:
---------------------------------------

This issue has been migrated to https://github.com/apache/beam/issues/20001

> [Java] PTransform that integrates Cloud AI Prediction functionality
> -------------------------------------------------------------------
>
>                 Key: BEAM-9501
>                 URL: https://issues.apache.org/jira/browse/BEAM-9501
>             Project: Beam
>          Issue Type: Sub-task
>          Components: io-java-gcp
>            Reporter: Kamil Wasilewski
>            Priority: P3
>
> The goal is to create a PTransform that integrates Google Cloud AI Platform Prediction functionality [1] for Java SDK. The transform should work both in batch and streaming mode.
> One possible solution is to utilize a `tfx_bsl` library [2] which offers a `RunInference` Beam's PTransform[2] able to get predictions from Google Cloud AI Platform Prediction via cross-language. 
> [1] [https://cloud.google.com/ai-platform/prediction/docs/]
>  [2] [https://github.com/tensorflow/tfx-bsl/blob/ecec31b2152fc73f4c26f5a5db86173cfcf25c99/tfx_bsl/beam/run_inference.py#L99]
>  



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