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https://issues.apache.org/jira/browse/DATALAB-953?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Vira Vitanska updated DATALAB-953:
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Description:
{color:#de350b}(i) This allocation is absolute because of task
https://issues.apache.org/jira/browse/DATALAB-1985{color}
*Previously it was:*
1. the value of spark memory is equal 75% from total (if instance shape is up
to 8 GB)
2. the value of spark.executor.memory is equal formula value: total value
minus 3.5 GB (if instance shape is over than 8 GB).
*Currently it is:*
+Case 1:+ Rstudio [4 GB]
3.4*0.75*1024=3072MB (by theory)
But by practical:
!image-2019-07-26-17-55-04-023.png!
+Case2:+
Rstudio [122 GB]
(122-3.5)*1024= 121344
But by practical: (by theory)
!image-2019-07-26-17-54-18-544.png!
Please, investigate how memory should be allocated
was:
{color:#de350b}*(i) This allocation is absolute because of task
https://issues.apache.org/jira/browse/DATALAB-1985*{color}
*Previously it was:*
1. the value of spark memory is equal 75% from total (if instance shape is up
to 8 GB)
2. the value of spark.executor.memory is equal formula value: total value
minus 3.5 GB (if instance shape is over than 8 GB).
*Currently it is:*
+Case 1:+ Rstudio [4 GB]
3.4*0.75*1024=3072MB (by theory)
But by practical:
!image-2019-07-26-17-55-04-023.png!
+Case2:+
Rstudio [122 GB]
(122-3.5)*1024= 121344
But by practical: (by theory)
!image-2019-07-26-17-54-18-544.png!
Please, investigate how memory should be allocated
> [Notebook]: Investigate how it is allocated memory for spark
> ------------------------------------------------------------
>
> Key: DATALAB-953
> URL: https://issues.apache.org/jira/browse/DATALAB-953
> Project: Apache DataLab
> Issue Type: Task
> Components: DataLab Main
> Reporter: Vira Vitanska
> Assignee: Mykola Bodnar
> Priority: Minor
> Labels: 2.3_old, AWS, Debian, RedHat
> Attachments: image-2019-07-26-17-49-24-994.png,
> image-2019-07-26-17-54-18-544.png, image-2019-07-26-17-55-04-023.png
>
>
> {color:#de350b}(i) This allocation is absolute because of task
> https://issues.apache.org/jira/browse/DATALAB-1985{color}
> *Previously it was:*
> 1. the value of spark memory is equal 75% from total (if instance shape is
> up to 8 GB)
> 2. the value of spark.executor.memory is equal formula value: total value
> minus 3.5 GB (if instance shape is over than 8 GB).
> *Currently it is:*
> +Case 1:+ Rstudio [4 GB]
> 3.4*0.75*1024=3072MB (by theory)
> But by practical:
> !image-2019-07-26-17-55-04-023.png!
> +Case2:+
> Rstudio [122 GB]
> (122-3.5)*1024= 121344
> But by practical: (by theory)
> !image-2019-07-26-17-54-18-544.png!
> Please, investigate how memory should be allocated
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