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[SPARK-4337] Add ability to cancel pending requests to YARN - Spark - [issue]
...This will be useful for things like SPARK-4136...
http://issues.apache.org/jira/browse/SPARK-4337    Author: Sandy Ryza, 2014-12-28, 03:33
[SPARK-1714] Take advantage of AMRMClient APIs to simplify logic in YarnAllocationHandler - Spark - [issue]
http://issues.apache.org/jira/browse/SPARK-1714    Author: Sandy Ryza, 2014-12-28, 03:33
[SPARK-4136] Under dynamic allocation, cancel outstanding executor requests when pending task queue is empty - Spark - [issue]
http://issues.apache.org/jira/browse/SPARK-4136    Author: Sandy Ryza, 2014-12-28, 03:33
[MAPREDUCE-5130] Add missing job config options to mapred-default.xml - MapReduce - [issue]
...I came across that mapreduce.map.java.opts and mapreduce.reduce.java.opts were missing in mapred-default.xml.  I'll do a fuller sweep to see what else is missing before posting a patch....
http://issues.apache.org/jira/browse/MAPREDUCE-5130    Author: Sandy Ryza, 2014-12-25, 17:17
[YARN-314] Schedulers should allow resource requests of different sizes at the same priority and location - YARN - [issue]
...Currently, resource requests for the same container and locality are expected to all be the same size.While it it doesn't look like it's needed for apps currently, and can be circumvented by...
http://issues.apache.org/jira/browse/YARN-314    Author: Sandy Ryza, 2014-12-22, 23:15
[SPARK-4447] Remove layers of abstraction in YARN code no longer needed after dropping yarn-alpha - Spark - [issue]
...For example, YarnRMClient and YarnRMClientImpl can be mergedYarnAllocator and YarnAllocationHandler can be merged...
http://issues.apache.org/jira/browse/SPARK-4447    Author: Sandy Ryza, 2014-12-22, 20:24
[SPARK-3174] Provide elastic scaling within a Spark application - Spark - [issue]
...A common complaint with Spark in a multi-tenant environment is that applications have a fixed allocation that doesn't grow and shrink with their resource needs.  We're blocked on YARN-1...
http://issues.apache.org/jira/browse/SPARK-3174    Author: Sandy Ryza, 2014-12-22, 19:01
[SPARK-4911] Report the inputs and outputs of Spark jobs so that external systems can track data lineage - Spark - [issue]
...When Spark runs a job, it would be useful to log its filesystem inputs and outputs somewhere.  This allows external tools to track which persisted datasets are derived from other persis...
http://issues.apache.org/jira/browse/SPARK-4911    Author: Sandy Ryza, 2014-12-20, 17:55
Re: Spark Dev - Spark - [mail # dev]
...Hi Harikrishna,A good place to start is taking a look at the wiki page on contributing:https://cwiki.apache.org/confluence/display/SPARK/Contributing+to+Spark-SandyOn Fri, Dec 19, 2014 at 2:...
   Author: Sandy Ryza, 2014-12-19, 19:55
Re: "Fetch Failure" - Spark - [mail # user]
...Do you hit the same errors?  Is it now saying your containers are exceed~10 GB?On Fri, Dec 19, 2014 at 11:16 AM, Jon Chase  wrote: ...
   Author: Sandy Ryza, 2014-12-19, 16:29
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NEW: Monitor These Apps!
elasticsearch, apache solr, apache hbase, hadoop, redis, casssandra, amazon cloudwatch, mysql, memcached, apache kafka, apache zookeeper, apache storm, ubuntu, centOS, red hat, debian, puppet labs, java, senseiDB