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Posted to issues@flink.apache.org by "Niels Basjes (JIRA)" <ji...@apache.org> on 2016/09/23 14:49:20 UTC
[jira] [Commented] (FLINK-4511) Schedule periodic savepoints
[ https://issues.apache.org/jira/browse/FLINK-4511?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15516657#comment-15516657 ]
Niels Basjes commented on FLINK-4511:
-------------------------------------
As requested by [~aljoscha] my comments copied from FLINK-4620
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In the current versions of Flink you can run an external command and then a savepoint is persisted in a durable location.
Feature request: Make this a lot more automatic and easy to use.
_Proposed workflow_
# In my application I do something like this:
{code}
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
env.setStateBackend(new FsStateBackend("hdfs:///tmp/applicationState"));
env.enableCheckpointing(5000, CheckpointingMode.EXACTLY_ONCE);
env.enableAutomaticSavePoints(300000);
env.enableAutomaticSavePointCleaner(10);
{code}
# When I start the application for the first time the state backend is 'empty'.
I expect the system to start in a clean state.
After 10 minutes (300000ms) a savepoint is created and stored.
# When I stop and start the topology again it will automatically restore the last available savepoint.
Things to think about:
* Note that this feature still means the manual version is useful!!
* What to do on startup if the state is incompatible with the topology? Fail the startup?
* How many automatic savepoints to we keep? Only the last one?
* Perhaps the API should allow multiple automatic savepoints at different intervals in different locations.
{code}
// Make every 10 minutes and keep the last 10
env.enableAutomaticSavePoints(300000, new FsStateBackend("hdfs:///tmp/applicationState"), 10);
// Make every 24 hours and keep the last 30
// Useful for being able to reproduce a problem a few days later
env.enableAutomaticSavePoints(86400000, new FsStateBackend("hdfs:///tmp/applicationDailyStateSnapshot"), 30);
{code}
> Schedule periodic savepoints
> ----------------------------
>
> Key: FLINK-4511
> URL: https://issues.apache.org/jira/browse/FLINK-4511
> Project: Flink
> Issue Type: Sub-task
> Components: State Backends, Checkpointing
> Reporter: Ufuk Celebi
>
> Allow triggering of periodic savepoints, which are kept in a bounded queue (like completed checkpoints currently, but separate).
> If there is no periodic checkpointing enabled, only periodic savepoints should be schedulded.
> If periodic checkpointing is enabled, the periodic savepoints should not be scheduled independently, but instead the checkpoint scheduler should trigger a savepoint instead. This will ensure that no unexpected interference between checkpoints and savepoints happens. For this, I would restrict the savepoint interval to be a multiple of the checkpointing interval (if enabled).
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