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https://issues.apache.org/jira/browse/FLINK-12296?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16823995#comment-16823995
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Ning Shi commented on FLINK-12296:
----------------------------------
We observed the issue on Flink 1.6.1. We haven’t tested on later versions yet.
> Data loss silently in RocksDBStateBackend when more than one operator(has
> states) chained in a single task
> -----------------------------------------------------------------------------------------------------------
>
> Key: FLINK-12296
> URL: https://issues.apache.org/jira/browse/FLINK-12296
> Project: Flink
> Issue Type: Bug
> Components: Runtime / State Backends
> Reporter: Congxian Qiu(klion26)
> Assignee: Congxian Qiu(klion26)
> Priority: Major
>
> As the mail list said[1], there may be a problem when more than one operator
> chained in a single task, and all the operators have states, we'll encounter
> data loss silently problem.
> Currently, the local directory we used is like below
> ../local_state_root_1/allocation_id/job_id/vertex_id_subtask_idx/chk_1/(state),
>
> if more than one operator chained in a single task, and all the operators
> have states, then all the operators will share the same local
> directory(because the vertext_id is the same), this will lead a data loss
> problem.
>
> The path generation logic is below:
> {code:java}
> // LocalRecoveryDirectoryProviderImpl.java
> @Override
> public File subtaskSpecificCheckpointDirectory(long checkpointId) {
> return new File(subtaskBaseDirectory(checkpointId),
> checkpointDirString(checkpointId));
> }
> @VisibleForTesting
> String subtaskDirString() {
> return Paths.get("jid_" + jobID, "vtx_" + jobVertexID + "_sti_" +
> subtaskIndex).toString();
> }
> @VisibleForTesting
> String checkpointDirString(long checkpointId) {
> return "chk_" + checkpointId;
> }
> {code}
> [1]
> [https://app.smartmailcloud.com/web-share/MDkE4DArUT2eoSv86xq772I1HDgMNTVhLEmsnbQ7]
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