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Posted to dev@parquet.apache.org by "flykobe cheng (JIRA)" <ji...@apache.org> on 2016/02/03 09:54:39 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=15130055#comment-15130055 ]
flykobe cheng commented on PARQUET-460:
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Thank you for your reply, Ryan Blue! It’s what we want!
And do you mind I wrapper a MergeCommand in parquet-tool, or spark?
> 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
>
> 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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