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From "Kushal Mahajan (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SPARK-28575) Spark job time increasing when upgrading Spark from 2.1.1 to 2.3.1
Date Mon, 05 Aug 2019 07:43:00 GMT

    [ https://issues.apache.org/jira/browse/SPARK-28575?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16899848#comment-16899848
] 

Kushal Mahajan commented on SPARK-28575:
----------------------------------------

Attached are the screenshot for Spark UI for 2.1 and 2.3 As can be seen, there are time lapses
in 2.3 whereas there is no such lapses in 2.1. I am running exactly same configuration for
both spark 2.3 and 2.1.

Reopening the ticket now.

> Spark job time increasing when upgrading Spark from 2.1.1 to 2.3.1
> ------------------------------------------------------------------
>
>                 Key: SPARK-28575
>                 URL: https://issues.apache.org/jira/browse/SPARK-28575
>             Project: Spark
>          Issue Type: Bug
>          Components: Scheduler
>    Affects Versions: 2.3.1
>            Reporter: Kushal Mahajan
>            Priority: Major
>         Attachments: spark_2.1_screenshot.PNG, spark_2.3_screenshot.PNG
>
>
> I am running a spark job using standalone cluster with Spark 2.1.1. The standalone cluster
was upgraded from 2.1.1 to Spark 2.3.1. There was considerable drop in performance(~3-4 times)
in the spark job. Upon investigation, I found out that there is considerable time lag(ranging
from 30 sec to 2 min) between start time of different spark actions(excluding the time taken
by the action itself).(as can be seen from start time of each job in Spark UI page). This
was not there in Spark 2.1.1. Can anybody tell what is the issue here?
> PS: I am reading multiple text files from S3 using wholeTextFile, creating multiple dataframes
for thos textfiles and writing them out to S3 in csv format.



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