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https://issues.apache.org/jira/browse/FLINK-9182?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16462197#comment-16462197
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ASF GitHub Bot commented on FLINK-9182:
---------------------------------------
Github user StefanRRichter commented on a diff in the pull request:
https://github.com/apache/flink/pull/5908#discussion_r185729269
--- Diff:
flink-streaming-java/src/main/java/org/apache/flink/streaming/api/operators/HeapInternalTimerService.java
---
@@ -49,13 +50,13 @@
/**
* Processing time timers that are currently in-flight.
*/
- private final Set<InternalTimer<K, N>>[] processingTimeTimersByKeyGroup;
+ private final Map<String, InternalTimer<K, N>>[]
processingTimeTimersByKeyGroup;
--- End diff --
It seems that you switch from set to map because you want to use
`ConcurrentHashMap`, but you can simply have a set that is backed by
`ConcurrentHashMap` either from `Collections.newSetFromMap(...)` or
`ConcurrentHashMap.newKeySet()`
> async checkpoints for timer service
> -----------------------------------
>
> Key: FLINK-9182
> URL: https://issues.apache.org/jira/browse/FLINK-9182
> Project: Flink
> Issue Type: Improvement
> Components: State Backends, Checkpointing
> Affects Versions: 1.5.0, 1.4.2
> Reporter: makeyang
> Assignee: makeyang
> Priority: Minor
> Fix For: 1.4.3, 1.5.1
>
>
> # problem description:
> ## with the increase in the number of 'InternalTimer' object the checkpoint
> more and more slowly
> # improvement desgin
> ## maintain a stateTableVersion, which is exactly the same thing as
> CopyOnWriteStateTable and snapshotVersions which is exactly the same thing as
> CopyOnWriteStateTable in InternalTimeServiceManager. one more thing: a
> readwrite lock, which is used to protect snapshotVersions and
> stateTableVersion
> ## for each InternalTimer, add 2 more properties: create version and delete
> version beside 3 existing properties: timestamp, key and namespace. each time
> a Timer is registered in timerservice, it is created with stateTableVersion
> as its create version while delete version is -1. each time when timer is
> deleted in timerservice, it is marked delete for giving it a delete verison
> equals to stateTableVersion without physically delete it from timerservice.
> ## each time when try to snapshot timers, InternalTimeServiceManager
> increase its stateTableVersion and add this stateTableVersion in
> snapshotVersions. these 2 operators are protected by write lock of
> InternalTimeServiceManager. that current stateTableVersion take as snapshot
> version of this snapshot
> ## shallow copy <String,HeapInternalTimerService> tuples
> ## then use a another thread asynchronous snapshot whole things:
> keyserialized, namespaceserializer and timers. for timers which is not
> deleted(delete version is -1) and create version less than snapshot version,
> serialized it. for timers whose delete version is not -1 and is bigger than
> or equals snapshot version, serialized it. otherwise, it will not be
> serialized by this snapshot.
> ## when everything is serialized, remove snapshot version in
> snapshotVersions, which is still in another thread and this action is guarded
> by write lock.
> ## last thing: timer physical deletion. 2 places to physically delete
> timers: each time when timer is deleted in timerservice, it is marked delete
> for giving it a delete verison equals to stateTableVersion without physically
> delete it from timerservice. after this, check if snapshotVersions size is 0
> (which means there is no running snapshot) and if true, delete timer .the
> other place to delete is in snapshot timer's iterat: when timer's delete
> version is less than min value of snapshotVersions, which means the timer is
> deleted and no running snapshot should keep it.
> ## some more additions: processingTimeTimers and eventTimeTimers for each
> group used to be hashset and now it is changed to concurrenthashmap with
> key+namesapce+timestamp as its hash key.
> # related mail list thread
> ##
> http://apache-flink-user-mailing-list-archive.2336050.n4.nabble.com/Slow-flink-checkpoint-td18946.html
> # github pull request
> ## //coming soon
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