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Xiangrui Meng updated SPARK-25584:
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Component/s: ML
> Document libsvm data source in doc site
>
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https://issues.apache.org/jira/browse/SPARK-25347?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25347:
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Component/s: ML
> Document image data source in doc site
>
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https://issues.apache.org/jira/browse/SPARK-25524?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16634347#comment-16634347
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Xiangrui Meng commented on SPARK-25524:
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Marked as duplicate and create SPARK-25584 for libsvm
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Xiangrui Meng updated SPARK-25584:
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Description: Currently, we only have Scala/Java API docs for libsvm data
source. It would be
Xiangrui Meng created SPARK-25584:
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Summary: Document libsvm data source in doc site
Key: SPARK-25584
URL: https://issues.apache.org/jira/browse/SPARK-25584
Project: Spark
Issue Type: Story
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Xiangrui Meng resolved SPARK-25524.
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Resolution: Duplicate
> Spark datasource for image/libsvm user guide
>
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https://issues.apache.org/jira/browse/SPARK-25378?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16634335#comment-16634335
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Xiangrui Meng commented on SPARK-25378:
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I don't think I'm the right person to decide here because
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https://issues.apache.org/jira/browse/SPARK-25322?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25322:
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Priority: Critical (was: Blocker)
> ML, Graph 2.4 QA: API: Experimental, DeveloperApi,
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https://issues.apache.org/jira/browse/SPARK-25319?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16624124#comment-16624124
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Xiangrui Meng commented on SPARK-25319:
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[~WeichenXu123] Could you check the OPEN subtasks and see
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https://issues.apache.org/jira/browse/SPARK-25326?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-25326:
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Assignee: (was: Nick Pentreath)
> ML, Graph 2.4 QA: Programming guide update and
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https://issues.apache.org/jira/browse/SPARK-25325?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-25325:
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Assignee: (was: Nick Pentreath)
> ML, Graph 2.4 QA: Update user guide for new
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https://issues.apache.org/jira/browse/SPARK-25327?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-25327:
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Assignee: (was: Nick Pentreath)
> Update MLlib, GraphX websites for 2.4
>
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Xiangrui Meng resolved SPARK-25327.
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Resolution: Won't Do
> Update MLlib, GraphX websites for 2.4
>
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Xiangrui Meng reassigned SPARK-25322:
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Assignee: (was: Nick Pentreath)
> ML, Graph 2.4 QA: API: Experimental,
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https://issues.apache.org/jira/browse/SPARK-25323?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16624123#comment-16624123
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Xiangrui Meng commented on SPARK-25323:
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[~WeichenXu123] anyone is working on this? I reduced the
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Xiangrui Meng updated SPARK-25323:
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Priority: Critical (was: Blocker)
> ML 2.4 QA: API: Python API coverage
>
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https://issues.apache.org/jira/browse/SPARK-25323?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-25323:
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Assignee: (was: Bryan Cutler)
> ML 2.4 QA: API: Python API coverage
>
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https://issues.apache.org/jira/browse/SPARK-25324?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-25324.
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Resolution: Done
> ML 2.4 QA: API: Java compatibility, docs
>
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https://issues.apache.org/jira/browse/SPARK-25324?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16624122#comment-16624122
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Xiangrui Meng commented on SPARK-25324:
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See discussion in
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Xiangrui Meng reassigned SPARK-25321:
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Assignee: Weichen Xu (was: Yanbo Liang)
> ML, Graph 2.4 QA: API: New Scala APIs, docs
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https://issues.apache.org/jira/browse/SPARK-25320?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-25320:
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Assignee: Weichen Xu (was: Bago Amirbekian)
> ML, Graph 2.4 QA: API: Binary
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https://issues.apache.org/jira/browse/SPARK-25320?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16624116#comment-16624116
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Xiangrui Meng commented on SPARK-25320:
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We will keep "predict()" change because it only breaks
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https://issues.apache.org/jira/browse/SPARK-25320?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-25320.
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Resolution: Fixed
> ML, Graph 2.4 QA: API: Binary incompatible changes
>
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https://issues.apache.org/jira/browse/SPARK-25320?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16624115#comment-16624115
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Xiangrui Meng commented on SPARK-25320:
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We revert the tree Node incompatible change and one LDA
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Xiangrui Meng resolved SPARK-25321.
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Resolution: Fixed
Issue resolved by pull request 22510
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Xiangrui Meng reopened SPARK-25321:
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> ML, Graph 2.4 QA: API: New Scala APIs, docs
> ---
>
>
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Xiangrui Meng resolved SPARK-25321.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22492
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Xiangrui Meng edited comment on SPARK-25321 at 9/18/18 5:21 AM:
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Xiangrui Meng commented on SPARK-25321:
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[~WeichenXu123] Could you check whether mleap is
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https://issues.apache.org/jira/browse/SPARK-25378?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16612399#comment-16612399
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Xiangrui Meng commented on SPARK-25378:
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Comments from [~vomjom] at
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Xiangrui Meng updated SPARK-25378:
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Summary: ArrayData.toArray(StringType) assume UTF8String in 2.4 (was:
ArrayData.toArray
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Xiangrui Meng commented on SPARK-25378:
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I sent a PR to spark-tensorflow-connector at
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Xiangrui Meng commented on SPARK-25378:
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Btw, thanks for suggesting the right way to get strings
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Xiangrui Meng commented on SPARK-25378:
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This is a breaking change anyway. The error comes from
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https://issues.apache.org/jira/browse/SPARK-25382?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25382:
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Description: A follow-up task from SPARK-25345. We might need to support
sampling
Xiangrui Meng created SPARK-25383:
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Summary: Image data source supports sample pushdown
Key: SPARK-25383
URL: https://issues.apache.org/jira/browse/SPARK-25383
Project: Spark
Issue Type: New
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https://issues.apache.org/jira/browse/SPARK-25345?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25345:
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Description: After SPARK-22666, we can deprecate the public APIs in
ImageSchema
Xiangrui Meng created SPARK-25382:
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Summary: Remove ImageSchema.readImages in 3.0
Key: SPARK-25382
URL: https://issues.apache.org/jira/browse/SPARK-25382
Project: Spark
Issue Type: Task
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https://issues.apache.org/jira/browse/SPARK-25345?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25345:
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Summary: Deprecate readImages APIs from ImageSchema (was: Deprecate public
APIs from
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https://issues.apache.org/jira/browse/SPARK-25345?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-25345:
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Assignee: Weichen Xu
> Deprecate public APIs from ImageSchema
>
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https://issues.apache.org/jira/browse/SPARK-25345?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-25345.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22349
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https://issues.apache.org/jira/browse/SPARK-25378?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16608092#comment-16608092
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Xiangrui Meng commented on SPARK-25378:
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Seems caused by SPARK-23875. cc: [~viirya] [~hvanhovell]
Xiangrui Meng created SPARK-25378:
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Summary: ArrayData.toArray assume UTF8String
Key: SPARK-25378
URL: https://issues.apache.org/jira/browse/SPARK-25378
Project: Spark
Issue Type: Bug
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https://issues.apache.org/jira/browse/SPARK-25376?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25376:
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Summary: Scenarios we should handle but missed in 2.4 for barrier execution
mode (was:
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Xiangrui Meng updated SPARK-25376:
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Description:
[~irashid] You mentioned that there are couple scenarios we should handle in
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Xiangrui Meng updated SPARK-25376:
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Description:
[~irashid] You mentioned that there are couple scenarios we should handle in
Xiangrui Meng created SPARK-25376:
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Summary: Scenarios we should handle but missed for barrier
execution mode
Key: SPARK-25376
URL: https://issues.apache.org/jira/browse/SPARK-25376
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-25347?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25347:
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Summary: Document image data source in doc site (was: Document image data
sources in doc
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https://issues.apache.org/jira/browse/SPARK-25345?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25345:
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Description: After SPARK-22328, we can deprecate the public APIs in
ImageSchema
Xiangrui Meng created SPARK-25349:
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Summary: Support sample pushdown in Data Source V2
Key: SPARK-25349
URL: https://issues.apache.org/jira/browse/SPARK-25349
Project: Spark
Issue Type:
Xiangrui Meng created SPARK-25348:
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Summary: Data source for binary files
Key: SPARK-25348
URL: https://issues.apache.org/jira/browse/SPARK-25348
Project: Spark
Issue Type: Story
Xiangrui Meng created SPARK-25347:
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Summary: Document image data sources in doc site
Key: SPARK-25347
URL: https://issues.apache.org/jira/browse/SPARK-25347
Project: Spark
Issue Type: Story
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https://issues.apache.org/jira/browse/SPARK-25346?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25346:
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Summary: Document Spark builtin data sources (was: Document Spark built-in
data sources)
>
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Xiangrui Meng updated SPARK-25346:
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Summary: Document Spark built-in data sources (was: Document Spark buit-in
data sources)
>
Xiangrui Meng created SPARK-25346:
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Summary: Document Spark buit-in data sources
Key: SPARK-25346
URL: https://issues.apache.org/jira/browse/SPARK-25346
Project: Spark
Issue Type: Story
Xiangrui Meng created SPARK-25345:
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Summary: Deprecate public APIs from ImageSchema
Key: SPARK-25345
URL: https://issues.apache.org/jira/browse/SPARK-25345
Project: Spark
Issue Type: Story
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https://issues.apache.org/jira/browse/SPARK-22666?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-22666.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22328
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https://issues.apache.org/jira/browse/SPARK-25248?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-25248.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22240
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https://issues.apache.org/jira/browse/SPARK-22666?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-22666:
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Assignee: Weichen Xu
> Spark datasource for image format
>
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https://issues.apache.org/jira/browse/SPARK-25266?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-25266.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22258
Xiangrui Meng created SPARK-25248:
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Summary: Audit barrier APIs for Spark 2.4
Key: SPARK-25248
URL: https://issues.apache.org/jira/browse/SPARK-25248
Project: Spark
Issue Type: Story
Xiangrui Meng created SPARK-25247:
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Summary: Make RDDBarrier configurable
Key: SPARK-25247
URL: https://issues.apache.org/jira/browse/SPARK-25247
Project: Spark
Issue Type: Story
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https://issues.apache.org/jira/browse/SPARK-25234?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-25234.
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Resolution: Fixed
Fix Version/s: 2.3.2
2.4.0
Issue resolved by
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Xiangrui Meng reassigned SPARK-25234:
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Assignee: Xiangrui Meng
> SparkR:::parallelize doesn't handle integer overflow
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https://issues.apache.org/jira/browse/SPARK-25234?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25234:
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Description:
parallelize uses integer multiplication, which cannot handle size over ~47000.
Xiangrui Meng created SPARK-25234:
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Summary: SparkR:::parallelize doesn't handle integer overflow
properly
Key: SPARK-25234
URL: https://issues.apache.org/jira/browse/SPARK-25234
Project: Spark
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https://issues.apache.org/jira/browse/SPARK-25095?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-25095.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22085
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Xiangrui Meng reassigned SPARK-25095:
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Assignee: Jiang Xingbo
> Python support for BarrierTaskContext
>
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https://issues.apache.org/jira/browse/SPARK-25161?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-25161:
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Assignee: Jiang Xingbo
> Fix several bugs in failure handling of barrier execution
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Xiangrui Meng resolved SPARK-25161.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22158
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https://issues.apache.org/jira/browse/SPARK-24819?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-24819.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22001
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Xiangrui Meng reassigned SPARK-24819:
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Assignee: Jiang Xingbo
> Fail fast when no enough slots to launch the barrier stage on
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https://issues.apache.org/jira/browse/SPARK-25045?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-25045.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 22026
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Xiangrui Meng reassigned SPARK-25045:
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Assignee: Jiang Xingbo
> Make `RDDBarrier.mapParititions` similar to
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https://issues.apache.org/jira/browse/SPARK-25030?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-25030:
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Summary: SparkSubmit.doSubmit will not return result if the mainClass
submitted creates a
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https://issues.apache.org/jira/browse/SPARK-25030?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16570951#comment-16570951
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Xiangrui Meng commented on SPARK-25030:
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[~jiangxb1987] Could you create a PR to demonstrate the
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https://issues.apache.org/jira/browse/SPARK-24954?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-24954:
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Assignee: Jiang Xingbo
> Fail fast on job submit if run a barrier stage with dynamic
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https://issues.apache.org/jira/browse/SPARK-24954?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-24954.
---
Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 21915
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https://issues.apache.org/jira/browse/SPARK-24821?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-24821.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 21927
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https://issues.apache.org/jira/browse/SPARK-24821?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-24821:
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Assignee: Jiang Xingbo
> Fail fast when submitted job compute on a subset of all the
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https://issues.apache.org/jira/browse/SPARK-24820?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-24820:
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Assignee: Jiang Xingbo
> Fail fast when submitted job contains PartitionPruningRDD in
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https://issues.apache.org/jira/browse/SPARK-24820?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-24820.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 21927
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https://issues.apache.org/jira/browse/SPARK-24719?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16566425#comment-16566425
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Xiangrui Meng commented on SPARK-24719:
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[~mgaido] Sorry it was my bad! The error happened when a
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https://issues.apache.org/jira/browse/SPARK-24719?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-24719.
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Resolution: Not A Problem
> ClusteringEvaluator supports integer type labels
>
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https://issues.apache.org/jira/browse/SPARK-24557?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-24557.
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Resolution: Fixed
Fix Version/s: 2.4.0
Issue resolved by pull request 21563
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https://issues.apache.org/jira/browse/SPARK-24557?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-24557:
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Assignee: zhengruifeng
> ClusteringEvaluator support array input
>
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https://issues.apache.org/jira/browse/SPARK-24726?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng resolved SPARK-24726.
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Resolution: Resolved
Target Version/s: 2.4.0 (was: 3.0.0)
> Discuss necessary
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https://issues.apache.org/jira/browse/SPARK-24726?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16550050#comment-16550050
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Xiangrui Meng commented on SPARK-24726:
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I'm closing this ticket as resolved since with
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https://issues.apache.org/jira/browse/SPARK-24726?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-24726:
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Assignee: Xiangrui Meng
> Discuss necessary info and access in barrier mode +
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https://issues.apache.org/jira/browse/SPARK-24723?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-24723:
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Description:
In barrier mode, to run hybrid distributed DL training jobs, we need to provide
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https://issues.apache.org/jira/browse/SPARK-24724?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16550049#comment-16550049
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Xiangrui Meng commented on SPARK-24724:
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[~liyinan926] Any updates?
> Discuss necessary info and
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https://issues.apache.org/jira/browse/SPARK-24723?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-24723:
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Assignee: Saisai Shao
> Discuss necessary info and access in barrier mode + YARN
>
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https://issues.apache.org/jira/browse/SPARK-24723?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16550048#comment-16550048
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Xiangrui Meng commented on SPARK-24723:
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[~jerryshao] Does YARN have the feature that will by
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https://issues.apache.org/jira/browse/SPARK-24615?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16550023#comment-16550023
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Xiangrui Meng commented on SPARK-24615:
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[~tgraves] Could you help link some past requests on
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https://issues.apache.org/jira/browse/SPARK-24374?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-24374:
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Summary: SPIP: Support Barrier Execution Mode in Apache Spark (was: SPIP:
Support Barrier
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https://issues.apache.org/jira/browse/SPARK-24615?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-24615:
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Summary: Accelerator-aware task scheduling for Spark (was: Accelerator
aware task scheduling
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https://issues.apache.org/jira/browse/SPARK-24615?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-24615:
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Assignee: Saisai Shao
> Accelerator aware task scheduling for Spark
>
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https://issues.apache.org/jira/browse/SPARK-24747?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-24747:
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Shepherd: Xiangrui Meng
> Make spark.ml.util.Instrumentation class more flexible
>
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https://issues.apache.org/jira/browse/SPARK-24747?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng reassigned SPARK-24747:
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Assignee: Bago Amirbekian
> Make spark.ml.util.Instrumentation class more flexible
>
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https://issues.apache.org/jira/browse/SPARK-24579?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16531737#comment-16531737
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Xiangrui Meng commented on SPARK-24579:
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[~sethah] [~kiszk] [~rxin] Please request comment
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