[jira] [Closed] (FLINK-19911) add read buffer for input stream

["Rui Fan (Jira)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/FLINK-19911?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Rui Fan closed FLINK-19911.
---------------------------
    Resolution: Duplicate

> add read buffer for input stream
> --------------------------------
>
>                 Key: FLINK-19911
>                 URL: https://issues.apache.org/jira/browse/FLINK-19911
>             Project: Flink
>          Issue Type: Improvement
>          Components: FileSystems, Runtime / Checkpointing, Runtime / State Backends
>    Affects Versions: 1.11.3, 1.12.0, 1.13.0
>         Environment: Flink version: 1.10
> StateBackend : FsStateBackend 
> code: Flink SQL count(distinct userId)
> uv: 10 million
> State size: 200M
> TM total memory: 16G
> Parallelism: 1
>            Reporter: Rui Fan
>            Priority: Not a Priority
>              Labels: auto-deprioritized-major, auto-deprioritized-minor, auto-unassigned, pull-request-available
>
> Heap StateBackend needs to serialize each Java Object into the file system during snapshot. RocksDB StateBackend's RocksFullSnapshotStrategy needs to read kvs from RocksDB and write them to the file system in the snapshot.
> The above two cases involve a lot of small io, not large io, frequent small io is not friendly to disk. Therefore, the buffer is used in the checkpoint snapshot writing process of the file system. For details, refer to the buffer of {{FsCheckpointStreamFactory.FsCheckpointStateOutputStream}}.
> There will be many small IOs in the restore process, but restore does not have a buffer. So I added a buffer and tested it based on Flink job.
> h2. Flink Job environment:
> {code:java}
>  Flink version: 1.10
>  StateBackend : FsStateBackend 
>  code: Flink SQL count(distinct userId)
>  uv: 10 million
>  State size: 200M
>  TM total memory: 16G
>  Parallelism: 1{code}
> It takes 33.1s to restore without read buffer, and 12.8s to restore with read buffer.
> h2. How to do it？
> Use FSDataBufferedInputStream to wrap fsDataInputStream in HeapRestoreOperation#restore，code：
> {code:java}
> FSDataInputStream fsDataInputStream = keyGroupsStateHandle.openInputStream();
> FSDataInputStream bufferedInputStream = new FSDataBufferedInputStream(fsDataInputStream);
> {code}
>  



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