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https://issues.apache.org/jira/browse/FLINK-6364?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15993342#comment-15993342
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ASF GitHub Bot commented on FLINK-6364:
---------------------------------------

Github user StefanRRichter commented on a diff in the pull request:

    https://github.com/apache/flink/pull/3801#discussion_r114321075
  
    --- Diff: 
flink-contrib/flink-statebackend-rocksdb/src/main/java/org/apache/flink/contrib/streaming/state/RocksDBKeyedStateBackend.java
 ---
    @@ -152,6 +179,10 @@ public RocksDBKeyedStateBackend(
        ) throws IOException {
     
                super(kvStateRegistry, keySerializer, userCodeClassLoader, 
numberOfKeyGroups, keyGroupRange, executionConfig);
    +
    +           this.jobId = jobId;
    --- End diff --
    
    We could introduce preconditon checks against `null`.


> Implement incremental checkpointing in RocksDBStateBackend
> ----------------------------------------------------------
>
>                 Key: FLINK-6364
>                 URL: https://issues.apache.org/jira/browse/FLINK-6364
>             Project: Flink
>          Issue Type: Sub-task
>          Components: State Backends, Checkpointing
>            Reporter: Xiaogang Shi
>            Assignee: Xiaogang Shi
>
> {{RocksDBStateBackend}} is well suited for incremental checkpointing because 
> RocksDB is base on LSM trees,  which record updates in new sst files and all 
> sst files are immutable. By only materializing those new sst files, we can 
> significantly improve the performance of checkpointing.



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