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https://issues.apache.org/jira/browse/SPARK-9215?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Tathagata Das resolved SPARK-9215.
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Resolution: Fixed
Fix Version/s: 1.5.0
> Implement WAL-free Kinesis receiver that give at-least once guarantee
> ---------------------------------------------------------------------
>
> Key: SPARK-9215
> URL: https://issues.apache.org/jira/browse/SPARK-9215
> Project: Spark
> Issue Type: Improvement
> Components: Streaming
> Affects Versions: 1.4.1
> Reporter: Tathagata Das
> Assignee: Tathagata Das
> Fix For: 1.5.0
>
>
> Currently, the KinesisReceiver can loose some data in the case of certain
> failures (receiver and driver failures). Using the write ahead logs can
> mitigate some of the problem, but it is not ideal because WALs dont work with
> S3 (eventually consistency, etc.) which is the most likely file system to be
> used in the EC2 environment. Hence, we have to take a different approach to
> improving reliability for Kinesis.
> Detailed design doc -
> https://docs.google.com/document/d/1k0dl270EnK7uExrsCE7jYw7PYx0YC935uBcxn3p0f58/edit?usp=sharing
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