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Posted to issues@flink.apache.org by "Stephan Ewen (Jira)" <ji...@apache.org> on 2020/01/16 10:52:00 UTC

[jira] [Commented] (FLINK-5763) Make savepoints self-contained and relocatable

    [ https://issues.apache.org/jira/browse/FLINK-5763?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17016805#comment-17016805 ] 

Stephan Ewen commented on FLINK-5763:
-------------------------------------

Let's reboot this issue. The original PRs are a bit outdated by now.

A rough idea how to do this would be:
  * Initially support this only for savepoint/full checkpoints, where all state and metadata is contained in the _exclusive checkpoint directory_.
  * Have a field in the savepoint meatadata that defines the {{FileStateHandles}} to have relative paths, relative to the {{CheckpointStorageLocation}} (the exclusive location part).
  * When writing the state handles in the savepoint metadata writer, drop the prefix equivalent to the {{CheckpointStorageLocation}}'s exclusive path.
  * When reading the state handles in the savepoint metadata reader, prepend the the {{CheckpointStorageLocation}}'s exclusive path.
  * This should need modification only in the metadata readers / writers, no other part of the code.


> Make savepoints self-contained and relocatable
> ----------------------------------------------
>
>                 Key: FLINK-5763
>                 URL: https://issues.apache.org/jira/browse/FLINK-5763
>             Project: Flink
>          Issue Type: Improvement
>          Components: Runtime / State Backends
>            Reporter: Ufuk Celebi
>            Priority: Critical
>              Labels: usability
>             Fix For: 1.11.0
>
>
> After a user has triggered a savepoint, a single savepoint file will be returned as a handle to the savepoint. A savepoint to {{<target>}} creates a savepoint file like {{<target>/savepoint-<randomSuffix>}}.
> This file contains the metadata of the corresponding checkpoint, but not the actual program state. While this works well for short term management (pause-and-resume a job), it makes it hard to manage savepoints over longer periods of time.
> h4. Problems
> h5. Scattered Checkpoint Files
> For file system based checkpoints (FsStateBackend, RocksDBStateBackend) this results in the savepoint referencing files from the checkpoint directory (usually different than <target>). For users, it is virtually impossible to tell which checkpoint files belong to a savepoint and which are lingering around. This can easily lead to accidentally invalidating a savepoint by deleting checkpoint files.
> h5. Savepoints Not Relocatable
> Even if a user is able to figure out which checkpoint files belong to a savepoint, moving these files will invalidate the savepoint as well, because the metadata file references absolute file paths.
> h5. Forced to Use CLI for Disposal
> Because of the scattered files, the user is in practice forced to use Flink’s CLI to dispose a savepoint. This should be possible to handle in the scope of the user’s environment via a file system delete operation.
> h4. Proposal
> In order to solve the described problems, savepoints should contain all their state, both metadata and program state, inside a single directory. Furthermore the metadata must only hold relative references to the checkpoint files. This makes it obvious which files make up the state of a savepoint and it is possible to move savepoints around by moving the savepoint directory.
> h5. Desired File Layout
> Triggering a savepoint to {{<target>}} creates a directory as follows:
> {code}
> <target>/savepoint-<jobId>-<randomSuffix>
>   +-- _metadata
>   +-- data-<randomSuffix> [1 or more]
> {code}
> We include the JobID in the savepoint directory name in order to give some hints about which job a savepoint belongs to.
> h5. CLI
> - Trigger: When triggering a savepoint to {{<target>}} the savepoint directory will be returned as the handle to the savepoint.
> - Restore: Users can restore by pointing to the directory or the _metadata file. The data files should be required to be in the same directory as the _metadata file.
> - Dispose: The disposal command should be deprecated and eventually removed. While deprecated, disposal can happen by specifying the directory or the _metadata file (same as restore).



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