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https://issues.apache.org/jira/browse/BEAM-9873?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Varun updated BEAM-9873:
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Description:
In a typical set up of Pub Sub and Cloud Dataflow, a pub sub subscriber might
receive some messages that does not follow a valid json structure and the Big
Query Insert operation fails to process these messages and the worker may gets
terminated if the exception is not handled correctly.
The likelihood of receiving the invalid json messages are very less and the
upstream component pushing messages on the Topic should have a validation at
their end but this is not always the case and the application should be robust
enough to survive even if there are wrong messages being pushed by the
Upstreams.
I have created an Enum which acts like a Predicate in Filter transform. This is
very standard logic of validating Json and i would like to add this to the java
SDK(and Python) in the Filter transform
was:
In a typical set up of Pub Sub and Cloud Dataflow, a pub sub subscriber might
receive some messages that does not follow a valid json structure and the Big
Query Insert operation fails to process these messages and the worker may gets
terminated if the exception is not handled correctly.
The likelihood of receiving the invalid json messages are very less and the
upstream component pushing messages on the Topic should have a validation at
their end but this is not always the case and the application should be robust
enough to survive even if there are wrong messages being pushed by the
Upstreams.
> Removing Invalid JSON messages from PCollection before starting BigQueryIO
> Operations
> -------------------------------------------------------------------------------------
>
> Key: BEAM-9873
> URL: https://issues.apache.org/jira/browse/BEAM-9873
> Project: Beam
> Issue Type: Improvement
> Components: sdk-java-core
> Reporter: Varun
> Priority: Trivial
> Labels: features
>
> In a typical set up of Pub Sub and Cloud Dataflow, a pub sub subscriber might
> receive some messages that does not follow a valid json structure and the Big
> Query Insert operation fails to process these messages and the worker may
> gets terminated if the exception is not handled correctly.
> The likelihood of receiving the invalid json messages are very less and the
> upstream component pushing messages on the Topic should have a validation at
> their end but this is not always the case and the application should be
> robust enough to survive even if there are wrong messages being pushed by the
> Upstreams.
> I have created an Enum which acts like a Predicate in Filter transform. This
> is very standard logic of validating Json and i would like to add this to the
> java SDK(and Python) in the Filter transform
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