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https://issues.apache.org/jira/browse/SPARK-18258?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Michael Armbrust updated SPARK-18258:
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Target Version/s: (was: 2.2.0)
> Sinks need access to offset representation
> ------------------------------------------
>
> Key: SPARK-18258
> URL: https://issues.apache.org/jira/browse/SPARK-18258
> Project: Spark
> Issue Type: Improvement
> Components: Structured Streaming
> Reporter: Cody Koeninger
>
> Transactional "exactly-once" semantics for output require storing an offset
> identifier in the same transaction as results.
> The Sink.addBatch method currently only has access to batchId and data, not
> the actual offset representation.
> I want to store the actual offsets, so that they are recoverable as long as
> the results are and I'm not locked in to a particular streaming engine.
> I could see this being accomplished by adding parameters to Sink.addBatch for
> the starting and ending offsets (either the offsets themselves, or the
> SPARK-17829 string/json representation). That would be an API change, but if
> there's another way to map batch ids to offset representations without
> changing the Sink api that would work as well.
> I'm assuming we don't need the same level of access to offsets throughout a
> job as e.g. the Kafka dstream gives, because Sinks are the main place that
> should need them.
> After SPARK-17829 is complete and offsets have a .json method, an api for
> this ticket might look like
> {code}
> trait Sink {
> def addBatch(batchId: Long, data: DataFrame, start: OffsetSeq, end:
> OffsetSeq): Unit
> {code}
> where start and end were provided by StreamExecution.runBatch using
> committedOffsets and availableOffsets.
> I'm not 100% certain that the offsets in the seq could always be mapped back
> to the correct source when restarting complicated multi-source jobs, but I
> think it'd be sufficient. Passing the string/json representation of the seq
> instead of the seq itself would probably be sufficient as well, but the
> convention of rendering a None as "-" in the json is maybe a little
> idiosyncratic to parse, and the constant defining that is private.
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