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https://issues.apache.org/jira/browse/SAMZA-406?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Chris Riccomini updated SAMZA-406:
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Labels: project (was: )
> Hot standby containers
> ----------------------
>
> Key: SAMZA-406
> URL: https://issues.apache.org/jira/browse/SAMZA-406
> Project: Samza
> Issue Type: New Feature
> Components: container
> Reporter: Martin Kleppmann
> Labels: project
>
> If a container dies, Samza currently suspends processing of the input stream
> partitions assigned to that container until a new container has been brought
> up (which then resumes processing from the last checkpoint). That downtime
> can be substantial if the job has a lot of local state which needs to be
> restored.
> If the application can tolerate such processing latency, that's not a
> problem. However, some jobs may have an SLA that requires them to always
> process messages with low latency, even if a container fails. For such jobs,
> it would be good to have the option of enabling "hot standby" containers,
> which can take over from a failed container as soon as a failure is detected.
> The proposed implementation is for each active container to have a standby
> container (thus doubling the number of containers required). The standby
> container consumes the checkpoint stream and any changelog streams produced
> by its active counterpart. The standby looks quite like a container that is
> being restored after a failure, except that it is constantly in restoration
> mode, and doesn't consume any messages directly from the input streams. This
> is similar to leader-based replication (master-slave replication) found in
> many databases: a follower/slave is constantly mirroring changes on the
> leader/master, but does not process any writes from clients.
> When an active container fails, its standby can be promoted to active (like
> failover in database replication). When thus instructed, the standby stops
> consuming the checkpoint and changelog streams, starts consuming the input
> streams from the most recent checkpoint, and starts producing output streams
> and changelogs. In the background, a new standby container can be fired up.
> There will need to be some care to avoid split-brain problems (two containers
> simultaneously believe that they are active, leading to input messages being
> consumed twice and output messages being duplicated). Perhaps a container
> must stop processing if it has not been able to successfully check in with a
> central controller node (e.g. YARN AM) for some amount of time, and the
> controller must wait at least that amount of time before promoting a standby
> to active. Therefore this feature will probably require some direct RPC
> between containers and YARN AM (or equivalent).
> This feature probably doesn't require any new user-facing APIs (from
> application code's point of view, a standby container looks like a container
> that is being restored), and just one boolean configuration flag to enable
> hot standby.
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