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Posted to issues@spark.apache.org by "Yuming Wang (JIRA)" <ji...@apache.org> on 2018/07/16 05:09:00 UTC

[jira] [Commented] (SPARK-24816) SQL interface support repartitionByRange

    [ https://issues.apache.org/jira/browse/SPARK-24816?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16544813#comment-16544813 ] 

Yuming Wang commented on SPARK-24816:
-------------------------------------

I'm working on.

> SQL interface support repartitionByRange
> ----------------------------------------
>
>                 Key: SPARK-24816
>                 URL: https://issues.apache.org/jira/browse/SPARK-24816
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 2.4.0
>            Reporter: Yuming Wang
>            Priority: Major
>
> I have test this feather with a big table(data size: 1.1 T, row count: 282,001,954,428) .
> The test sql is:
> {code:sql}
> select * from table where id=401564838907
> {code}
> The test result:
> |Mode|Input Size|Records|Total Time|Duration|Prepare data Resource Allocation MB-seconds|
> |default|959.2 GB|237624395522|11.2 h|1.3 min|6496280086|
> |DISTRIBUTE BY|970.8 GB|244642791213|11.4 h|1.3 min|10536069846|
> |SORT BY|456.3 GB|101587838784|5.4 h|31 s|8965158620|
> |DISTRIBUTE BY + SORT BY |219.0 GB |51723521593|3.3 h|54 s|12552656774|
> |RANGE BY |38.5 GB|75355144|45 min|13 s|14525275297|
> |RANGE BY + SORT BY|17.4 GB|14334724|45 min|12 s|16255296698|



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