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Posted to issues@beam.apache.org by "Kamil Wasilewski (Jira)" <ji...@apache.org> on 2020/05/28 08:36:00 UTC
[jira] [Updated] (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:all-tabpanel ]
Kamil Wasilewski updated BEAM-9501:
-----------------------------------
Status: Open (was: Triage Needed)
> [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: P2
>
> 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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