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https://issues.apache.org/jira/browse/SPARK-6599?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Tathagata Das resolved SPARK-6599.
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Resolution: Fixed
> Improve usability and reliability of Kinesis stream
> ---------------------------------------------------
>
> Key: SPARK-6599
> URL: https://issues.apache.org/jira/browse/SPARK-6599
> Project: Spark
> Issue Type: Umbrella
> Components: Streaming
> Reporter: Tathagata Das
> Assignee: Tathagata Das
>
> Usability improvements:
> API improvements, AWS SDK upgrades, etc.
> Reliability improvements:
> 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. See
> https://issues.apache.org/jira/browse/SPARK-9215 for more details.
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