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Thomas Graves reassigned SPARK-27376:
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Assignee: Thomas Graves
> Design: YARN supports Spark GPU-aware scheduling
>
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Thomas Graves commented on SPARK-27376:
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The design is pretty straight forward, there is really
Thomas Graves created SPARK-27725:
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Summary: GPU Scheduling - add an example discovery Script
Key: SPARK-27725
URL: https://issues.apache.org/jira/browse/SPARK-27725
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-27024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves resolved SPARK-27024.
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Resolution: Fixed
> Executor interface for cluster managers to support GPU resources
>
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https://issues.apache.org/jira/browse/SPARK-27488?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16839402#comment-16839402
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Thomas Graves commented on SPARK-27488:
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With this Jira we need to move the function that does the
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https://issues.apache.org/jira/browse/SPARK-27520?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16836730#comment-16836730
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Thomas Graves commented on SPARK-27520:
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Can we add more to the description to explain why we are
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https://issues.apache.org/jira/browse/SPARK-27492?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves updated SPARK-27492:
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Description:
For the SPIP - Accelerator-aware task scheduling for Spark,
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https://issues.apache.org/jira/browse/SPARK-27396?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16835014#comment-16835014
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Thomas Graves commented on SPARK-27396:
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I just started a vote thread on this SPIP please take a
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Thomas Graves commented on SPARK-27396:
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thanks for the questions and commenting, please also vote
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Thomas Graves edited comment on SPARK-27495 at 4/19/19 8:29 PM:
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Thomas Graves edited comment on SPARK-27495 at 4/19/19 8:28 PM:
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https://issues.apache.org/jira/browse/SPARK-27495?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16822166#comment-16822166
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Thomas Graves commented on SPARK-27495:
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Unfortunately the link to the original design doc was
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Thomas Graves updated SPARK-27492:
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Description: For the SPIP - Accelerator-aware task scheduling for Spark,
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Thomas Graves updated SPARK-27492:
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Summary: GPU scheduling - High level user documentation (was: High level
user documentation)
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Thomas Graves commented on SPARK-27492:
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Sorry, it is under the epic and didn't realize it didn't
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https://issues.apache.org/jira/browse/SPARK-24655?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16821270#comment-16821270
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Thomas Graves commented on SPARK-24655:
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>From the linked issues it seems the goals would be:
*
Thomas Graves created SPARK-27495:
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Summary: Support Stage level resource scheduling
Key: SPARK-27495
URL: https://issues.apache.org/jira/browse/SPARK-27495
Project: Spark
Issue Type: Story
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Thomas Graves updated SPARK-27495:
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Summary: Support Stage level resource configuration and scheduling (was:
Support Stage level
Thomas Graves created SPARK-27492:
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Summary: High level user documentation
Key: SPARK-27492
URL: https://issues.apache.org/jira/browse/SPARK-27492
Project: Spark
Issue Type: Story
Thomas Graves created SPARK-27489:
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Summary: UI updates to show executor resource information
Key: SPARK-27489
URL: https://issues.apache.org/jira/browse/SPARK-27489
Project: Spark
Issue
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https://issues.apache.org/jira/browse/SPARK-27364?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves reopened SPARK-27364:
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reopening since it has a subtask
> User-facing APIs for GPU-aware scheduling
>
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Thomas Graves commented on SPARK-27364:
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based on no comments on this I'm going to resolve this
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Thomas Graves resolved SPARK-27364.
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Resolution: Fixed
> User-facing APIs for GPU-aware scheduling
>
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https://issues.apache.org/jira/browse/SPARK-27488?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16820119#comment-16820119
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Thomas Graves commented on SPARK-27488:
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Note, the api design is here:
Thomas Graves created SPARK-27488:
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Summary: Driver interface to support GPU resources
Key: SPARK-27488
URL: https://issues.apache.org/jira/browse/SPARK-27488
Project: Spark
Issue Type:
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https://issues.apache.org/jira/browse/SPARK-27396?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16819153#comment-16819153
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Thomas Graves commented on SPARK-27396:
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Since I don't hear any strong objections against the
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Thomas Graves commented on SPARK-25250:
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[~cloud_fan] can you please add details as to where and
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https://issues.apache.org/jira/browse/SPARK-27364?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16815465#comment-16815465
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Thomas Graves edited comment on SPARK-27364 at 4/11/19 2:37 PM:
So there
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Thomas Graves commented on SPARK-27364:
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So there is actually another one we need for standalone
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Thomas Graves edited comment on SPARK-27364 at 4/11/19 1:48 PM:
There
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https://issues.apache.org/jira/browse/SPARK-27176?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16815414#comment-16815414
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Thomas Graves commented on SPARK-27176:
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looks like I see one:
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Thomas Graves commented on SPARK-27176:
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It looks like the hadoop-3.2 profile no longer works, do
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Thomas Graves commented on SPARK-27396:
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I can shephard it.
> SPIP: Public APIs for extended
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Thomas Graves reassigned SPARK-27361:
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Assignee: Thomas Graves
> YARN support for GPU-aware scheduling
>
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https://issues.apache.org/jira/browse/SPARK-27364?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16812488#comment-16812488
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Thomas Graves edited comment on SPARK-27364 at 4/8/19 3:10 PM:
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There are
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Thomas Graves edited comment on SPARK-27364 at 4/8/19 3:01 PM:
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There are
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Thomas Graves commented on SPARK-27364:
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There are 3 main user facing impacts for the user for
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Thomas Graves commented on SPARK-27364:
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working on this, will post a basic design when I have
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https://issues.apache.org/jira/browse/SPARK-27024?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves updated SPARK-27024:
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Description:
The executor interface shall deal with the resources allocated to the executor
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Thomas Graves updated SPARK-27024:
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Description: The executor interface shall deal with the resources allocated
to the executor
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https://issues.apache.org/jira/browse/SPARK-27005?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16784555#comment-16784555
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Thomas Graves edited comment on SPARK-27005 at 3/5/19 3:40 PM:
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so we have
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Thomas Graves commented on SPARK-27005:
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so we have both a google design doc and the comment
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Thomas Graves commented on SPARK-27024:
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This and SPARK-27005 basically split the design of the
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Thomas Graves commented on SPARK-27024:
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I will be looking at this and propose a design.
> Design
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Thomas Graves commented on SPARK-27005:
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It seems like we are mixing gpu's as static resource vs
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https://issues.apache.org/jira/browse/SPARK-26792?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16756750#comment-16756750
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Thomas Graves commented on SPARK-26792:
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don't see a problem with changing the default in 3.0, its
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Thomas Graves commented on SPARK-9:
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This is interesting, a few questions
* I'm assuming all
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Thomas Graves commented on SPARK-24615:
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[~jerryshao] just curious where this is at, are you
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https://issues.apache.org/jira/browse/SPARK-26413?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16750174#comment-16750174
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Thomas Graves commented on SPARK-26413:
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Just a note I think this overlaps with
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https://issues.apache.org/jira/browse/SPARK-26689?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16750125#comment-16750125
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Thomas Graves commented on SPARK-26689:
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Can you add more details about your setup? Which
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https://issues.apache.org/jira/browse/SPARK-24374?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16738622#comment-16738622
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Thomas Graves commented on SPARK-24374:
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[~luzengxiang] are you just saying when spark tries to
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https://issues.apache.org/jira/browse/YARN-9116?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16737392#comment-16737392
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Thomas Graves commented on YARN-9116:
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Yes so you want to keep the behavior that the cluster level
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Thomas Graves updated SPARK-26269:
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Fix Version/s: 2.4.1
> YarnAllocator should have same blacklist behaviour with YARN to
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https://issues.apache.org/jira/browse/SPARK-26285?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves reassigned SPARK-26285:
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Assignee: Alessandro Bellina
> Add a metric source for accumulators (aka
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Thomas Graves resolved SPARK-26285.
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Resolution: Fixed
Fix Version/s: 3.0.0
> Add a metric source for accumulators (aka
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https://issues.apache.org/jira/browse/SPARK-26269?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves updated SPARK-26269:
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Issue Type: Bug (was: Improvement)
> YarnAllocator should have same blacklist behaviour with
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Thomas Graves reassigned SPARK-26269:
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Assignee: wuyi
> YarnAllocator should have same blacklist behaviour with YARN to
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Thomas Graves resolved SPARK-26269.
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Resolution: Fixed
Fix Version/s: (was: 2.4.0)
3.0.0
>
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Thomas Graves resolved SPARK-26201.
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Resolution: Fixed
Assignee: Sanket Chintapalli
Fix Version/s: 3.0.0
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Thomas Graves commented on SPARK-26201:
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the issue here seems to be that it isn't decrypting the
Thomas Graves created SPARK-26201:
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Summary: python broadcast.value on driver fails with disk
encryption enabled
Key: SPARK-26201
URL: https://issues.apache.org/jira/browse/SPARK-26201
Project: Spark
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https://issues.apache.org/jira/browse/YARN-9055?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16700511#comment-16700511
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Thomas Graves commented on YARN-9055:
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It would definitely be a change in behavior which could
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https://issues.apache.org/jira/browse/SPARK-26089?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16700493#comment-16700493
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Thomas Graves commented on SPARK-26089:
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Yeah that seems to make sense and I wouldn't think would
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Thomas Graves commented on SPARK-26089:
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it would definitely be nice to improve blacklisting,
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https://issues.apache.org/jira/browse/SPARK-21809?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves resolved SPARK-21809.
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Resolution: Fixed
Assignee: Parth Gandhi
Fix Version/s: 3.0.0
> Change
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https://issues.apache.org/jira/browse/YARN-8991?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16683946#comment-16683946
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Thomas Graves commented on YARN-8991:
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if its while its running then you should file this with Spark.
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https://issues.apache.org/jira/browse/SPARK-25995?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16683876#comment-16683876
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Thomas Graves commented on SPARK-25995:
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I haven't looked at the details but I would say whatever
Thomas Graves created SPARK-25995:
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Summary: sparkR should ensure user args are after the argument
used for the port
Key: SPARK-25995
URL: https://issues.apache.org/jira/browse/SPARK-25995
Project:
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Thomas Graves commented on YARN-8991:
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[~teonadi] can you clarify here. Are you saying its not
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Thomas Graves resolved SPARK-22148.
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Resolution: Fixed
Fix Version/s: 3.0.0
2.4.1
>
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Thomas Graves reassigned SPARK-22148:
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Assignee: Dhruve Ashar
> TaskSetManager.abortIfCompletelyBlacklisted should not abort
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https://issues.apache.org/jira/browse/SPARK-15815?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves resolved SPARK-15815.
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Resolution: Duplicate
> Hang while enable blacklistExecutor and DynamicExecutorAllocator
>
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https://issues.apache.org/jira/browse/SPARK-25023?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves reassigned SPARK-25023:
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Assignee: Thomas Graves
> Clarify Spark security documentation
>
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Thomas Graves resolved SPARK-25023.
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Resolution: Fixed
Fix Version/s: 3.0.0
2.4.1
> Clarify Spark
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Thomas Graves commented on SPARK-25855:
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it seems like it depends on whether you care to see the
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Thomas Graves resolved SPARK-25753.
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Resolution: Fixed
Fix Version/s: 3.0.0
> binaryFiles broken for small files
>
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Thomas Graves reassigned SPARK-25753:
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Assignee: liuxian
> binaryFiles broken for small files
>
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https://issues.apache.org/jira/browse/SPARK-25692?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16657318#comment-16657318
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Thomas Graves commented on SPARK-25692:
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[~redsanket] can you please take a look at this
> Flaky
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Thomas Graves edited comment on SPARK-25732 at 10/16/18 2:53 PM:
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sorry
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Thomas Graves edited comment on SPARK-25732 at 10/16/18 2:49 PM:
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sorry
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Thomas Graves commented on SPARK-25732:
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sorry just realized I misread the second one. why would
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Thomas Graves commented on SPARK-25732:
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yeah I understand the concern, we don't want to confuse
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Thomas Graves commented on SPARK-25732:
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So like Marcelo mentioned can't you re-use the
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Thomas Graves commented on SPARK-25732:
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I would much rather see Spark start to push tokens and
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Thomas Graves reopened SPARK-21809:
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> Change Stage Page to use datatables to support sorting columns and searching
>
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https://issues.apache.org/jira/browse/SPARK-24851?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves resolved SPARK-24851.
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Resolution: Fixed
Fix Version/s: 3.0.0
> Map a Stage ID to it's Associated Job ID in
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Thomas Graves reassigned SPARK-24851:
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Assignee: Parth Gandhi
> Map a Stage ID to it's Associated Job ID in UI
>
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https://issues.apache.org/jira/browse/SPARK-25641?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves resolved SPARK-25641.
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Resolution: Fixed
Fix Version/s: 3.0.0
> Change the
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Thomas Graves reassigned SPARK-25641:
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Assignee: Sanket Reddy
> Change the
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https://issues.apache.org/jira/browse/SPARK-25501?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16637248#comment-16637248
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Thomas Graves commented on SPARK-25501:
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the spip title has "Structured Streaming", is there some
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https://issues.apache.org/jira/browse/SPARK-25501?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16637240#comment-16637240
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Thomas Graves commented on SPARK-25501:
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did you post SPIP to the dev list, I didn't see it go by
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https://issues.apache.org/jira/browse/SPARK-18364?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves reassigned SPARK-18364:
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Assignee: Marek Simunek
> Expose metrics for YarnShuffleService
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https://issues.apache.org/jira/browse/SPARK-18364?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves resolved SPARK-18364.
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Resolution: Fixed
Fix Version/s: 2.5.0
> Expose metrics for YarnShuffleService
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https://issues.apache.org/jira/browse/SPARK-25538?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves updated SPARK-25538:
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Priority: Blocker (was: Major)
> incorrect row counts after distinct()
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https://issues.apache.org/jira/browse/SPARK-24355?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves reassigned SPARK-24355:
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Assignee: Sanket Chintapalli
> Improve Spark shuffle server responsiveness to
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https://issues.apache.org/jira/browse/SPARK-24355?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16623660#comment-16623660
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Thomas Graves commented on SPARK-24355:
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pr that got merged didn't get linked properly:
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https://issues.apache.org/jira/browse/SPARK-24355?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves resolved SPARK-24355.
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Resolution: Fixed
Fix Version/s: 2.5.0
> Improve Spark shuffle server responsiveness
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https://issues.apache.org/jira/browse/SPARK-24415?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves updated SPARK-24415:
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Fix Version/s: 2.3.2
> Stage page aggregated executor metrics wrong when failures
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https://issues.apache.org/jira/browse/SPARK-25231?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves resolved SPARK-25231.
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Resolution: Fixed
Assignee: Parth Gandhi
Fix Version/s: 2.4.0
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https://issues.apache.org/jira/browse/SPARK-24909?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves updated SPARK-24909:
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Fix Version/s: 2.3.2
> Spark scheduler can hang when fetch failures, executor lost, task
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