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Posted to dev@parquet.apache.org by "Luis Alvarez (Jira)" <ji...@apache.org> on 2021/12/15 03:05:00 UTC

[jira] [Commented] (PARQUET-460) Parquet files concat tool

    [ https://issues.apache.org/jira/browse/PARQUET-460?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17459619#comment-17459619 ] 

Luis Alvarez commented on PARQUET-460:
--------------------------------------

Coming back around to this - is this tool available outside of the spark toolset?

> Parquet files concat tool
> -------------------------
>
>                 Key: PARQUET-460
>                 URL: https://issues.apache.org/jira/browse/PARQUET-460
>             Project: Parquet
>          Issue Type: Improvement
>          Components: parquet-mr
>    Affects Versions: 1.7.0, 1.8.0
>            Reporter: flykobe cheng
>            Assignee: flykobe cheng
>            Priority: Major
>             Fix For: 1.9.0
>
>
> Currently the parquet file generation is time consuming, most of time used for serialize and compress. It cost about 10mins to generate a 100MB~ parquet file in our scenario. We want to improve write performance without generate too many small files, which will impact read performance.
> We propose to:
> 1. generate several small parquet files concurrently
> 2. merge small files to one file: concat the parquet blocks in binary (without SerDe), merge footers and modify the path and offset metadata.
> We create ParquetFilesConcat class to finish step 2. It can be invoked by parquet.tools.command.ConcatCommand. If this function approved by parquet community, we will integrate it in spark.
> It will impact compression and introduced more dictionary pages, but it can be improved by adjusting the concurrency of step 1.



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