[GitHub] spark pull request: [SPARK-11974][CORE]Not all the temp dirs had b...

2015-11-24 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/9951#discussion_r45837347
  
--- Diff: 
core/src/main/scala/org/apache/spark/util/ShutdownHookManager.scala ---
@@ -57,7 +57,9 @@ private[spark] object ShutdownHookManager extends Logging 
{
   // Add a shutdown hook to delete the temp dirs when the JVM exits
   addShutdownHook(TEMP_DIR_SHUTDOWN_PRIORITY) { () =>
 logInfo("Shutdown hook called")
-shutdownDeletePaths.foreach { dirPath =>
+//we need to materialize the paths to delete because deleteRecursively 
removes items from
--- End diff --

need a space after // - otherwise this will fail the style check


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[GitHub] spark pull request: [SPARK-11863][SQL] Unable to resolve order by ...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9961#issuecomment-159528020
  
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[GitHub] spark pull request: [SPARK-11863][SQL] Unable to resolve order by ...

2015-11-24 Thread AmplabJenkins
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https://github.com/apache/spark/pull/9961#issuecomment-159528023
  
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[GitHub] spark pull request: [SPARK-11863][SQL] Unable to resolve order by ...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9961#issuecomment-159527924
  
**[Test build #46670 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/46670/consoleFull)**
 for PR 9961 at commit 
[`8ad6897`](https://github.com/apache/spark/commit/8ad6897b64c3bab3c249e79e54d2979bd672f2c3).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-11974][CORE]Not all the temp dirs had b...

2015-11-24 Thread DoingDone9
Github user DoingDone9 commented on the pull request:

https://github.com/apache/spark/pull/9951#issuecomment-159527936
  
Ok, get it @rxin 


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[GitHub] spark pull request: [SPARK-11632][Streaming] Filter out empty part...

2015-11-24 Thread jerryshao
Github user jerryshao closed the pull request at:

https://github.com/apache/spark/pull/9597


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[GitHub] spark pull request: [SPARK-11632][Streaming] Filter out empty part...

2015-11-24 Thread jerryshao
Github user jerryshao commented on the pull request:

https://github.com/apache/spark/pull/9597#issuecomment-159527637
  
OK, I will close this, since some partitions implementation relies on the 
position of the partition array, so this implementation may be failed in some 
cases.


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[GitHub] spark pull request: [SPARK-11905] [SQL] Support Persist/Cache and ...

2015-11-24 Thread gatorsmile
Github user gatorsmile commented on the pull request:

https://github.com/apache/spark/pull/9889#issuecomment-159527582
  
@rxin Sure, will do the Python testing at first. Thanks!


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[GitHub] spark pull request: [DOCUMENTATION] Fix minor doc error

2015-11-24 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/9956#discussion_r45836961
  
--- Diff: docs/configuration.md ---
@@ -35,7 +35,7 @@ val sc = new SparkContext(conf)
 {% endhighlight %}
 
 Note that we can have more than 1 thread in local mode, and in cases like 
Spark Streaming, we may
-actually require one to prevent any sort of starvation issues.
+actually require more than 1 thread to prevent any sort of starvation 
issues.
--- End diff --

cc @tdas 


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[GitHub] spark pull request: [DOCUMENTATION] Fix minor doc error

2015-11-24 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/9956#discussion_r45836959
  
--- Diff: docs/configuration.md ---
@@ -35,7 +35,7 @@ val sc = new SparkContext(conf)
 {% endhighlight %}
 
 Note that we can have more than 1 thread in local mode, and in cases like 
Spark Streaming, we may
-actually require one to prevent any sort of starvation issues.
+actually require more than 1 thread to prevent any sort of starvation 
issues.
--- End diff --

at least one?


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[GitHub] spark pull request: [SPARK-11905] [SQL] Support Persist/Cache and ...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9889#issuecomment-159527365
  
@gatorsmile just fyi if you have time, the python tests stuff is probably 
much more important than the more complicated case of caching.



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[GitHub] spark pull request: [SPARK-11905] [SQL] Support Persist/Cache and ...

2015-11-24 Thread gatorsmile
Github user gatorsmile commented on the pull request:

https://github.com/apache/spark/pull/9889#issuecomment-159526861
  
Now, I understood your concern. Thank you for the example! I added your 
example into the newly created testcase suite `CacheSuite`. I saw the failure 
and thus used `ignore` to disable the case. I will keep investigating the issue 
after the merge. 

Running the test cases in my local computer. Will upload the new changes 
tomorrow morning. Thank you for your help!


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[GitHub] spark pull request: [SPARK-11905] [SQL] Support Persist/Cache and ...

2015-11-24 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/9889#discussion_r45836772
  
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
@@ -579,11 +580,50 @@ class Dataset[T] private[sql](
*/
   def takeAsList(num: Int): java.util.List[T] = 
java.util.Arrays.asList(take(num) : _*)
 
+
+  /* *** *
+   *  Cache  *
+   * *** */
+
+  /**
+* @since 1.6.0
+*/
--- End diff --

@marmbrus moving functions into Queryable actually breaks both scaladoc and 
javadoc.



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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9959#issuecomment-159526655
  
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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9959#issuecomment-159526613
  
**[Test build #46668 has 
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 for PR 9959 at commit 
[`2fb7a1c`](https://github.com/apache/spark/commit/2fb7a1cd42664c281bfc64bf584b8f762f828b4d).
 * This patch **fails Spark unit tests**.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9959#issuecomment-159526658
  
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[GitHub] spark pull request: [SPARK-11905] [SQL] Support Persist/Cache and ...

2015-11-24 Thread gatorsmile
Github user gatorsmile commented on a diff in the pull request:

https://github.com/apache/spark/pull/9889#discussion_r45836459
  
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
@@ -579,11 +580,50 @@ class Dataset[T] private[sql](
*/
   def takeAsList(num: Int): java.util.List[T] = 
java.util.Arrays.asList(take(num) : _*)
 
+
+  /* *** *
+   *  Cache  *
+   * *** */
+
+  /**
+* @since 1.6.0
+*/
--- End diff --

So far, we are unable to move the functions to `Queryable`. I just added 
the descriptions in both `DataFrame` and `Dataset`. Hopefully, it resolves your 
concern. Thanks!


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[GitHub] spark pull request: [SPARK-11974][CORE]Not all the temp dirs had b...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9951#issuecomment-159525947
  
Ah ok - can you update the change to add a line of comment saying we need 
to materialize the paths to delete because deleteRecursively removes items from 
shutdownDeletePaths as we are traversing through it?
 


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[GitHub] spark pull request: [SPARK-11974][CORE]Not all the temp dirs had b...

2015-11-24 Thread DoingDone9
Github user DoingDone9 commented on the pull request:

https://github.com/apache/spark/pull/9951#issuecomment-159525672
  
```
shutdownDeletePaths.foreach { dirPath =>
  try {
logInfo("Deleting directory " + dirPath)
Utils.deleteRecursively(new File(dirPath))
  } catch {
case e: Exception => logError(s"Exception while deleting Spark temp 
dir: $dirPath", e)
  }
}
```
`Utils.deleteRecursively(new File(dirPath) ` call 
`ShutdownHookManager.removeShutdownDeleteDir(file)`

```
def deleteRecursively(file: File) {
   ...
   ShutdownHookManager.removeShutdownDeleteDir(file)
   ...
  }
```
`ShutdownHookManager.removeShutdownDeleteDir(file) `will deleting elements 
of shutdownDeletePaths
```
  def removeShutdownDeleteDir(file: File) {
val absolutePath = file.getAbsolutePath()
shutdownDeletePaths.synchronized {
  shutdownDeletePaths.remove(absolutePath)
}
  }
```

@rxin 



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[GitHub] spark pull request: [SPARK-11856][SQL] add type cast if the real t...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9840#issuecomment-159524808
  
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[GitHub] spark pull request: [SPARK-11856][SQL] add type cast if the real t...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9840#issuecomment-159524810
  
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[GitHub] spark pull request: [SPARK-11856][SQL] add type cast if the real t...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9840#issuecomment-159524728
  
**[Test build #4 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/4/consoleFull)**
 for PR 9840 at commit 
[`6c9dc1e`](https://github.com/apache/spark/commit/6c9dc1e22fb88229247cf1bb284c06715b089da3).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:\n  * `
 * For example, we build an encoder for `case class Data(a: Int, b: String)` 
and the real type`\n  * `case class Cast(child: Expression, dataType: DataType) 
extends UnaryExpression `\n  * `case class UpCast(child: Expression, dataType: 
DataType) extends UnaryExpression with Unevaluable`\n


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[GitHub] spark pull request: [SPARK-11593][SQL] Replace catalyst converter ...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9565#issuecomment-159523428
  
@viirya can you bring this up to date?



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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/9959#discussion_r45835272
  
--- Diff: sql/core/src/test/scala/org/apache/spark/sql/SQLQuerySuite.scala 
---
@@ -2028,4 +2028,25 @@ class SQLQuerySuite extends QueryTest with 
SharedSQLContext {
   Row(false) :: Row(true) :: Nil)
   }
 
+  test("push filter through aggregation with alias and literals") {
--- End diff --

+1 

It'd be better to have a unit test for the optimizer ...



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[GitHub] spark pull request: [SPARK-10387][ML][WIP] Add code gen for gbt

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9524#issuecomment-159522953
  
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[GitHub] spark pull request: [SPARK-11961][DOC] Add docs of ChiSqSelector

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9965#issuecomment-159522884
  
**[Test build #46678 has 
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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/9958


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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread zsxwing
Github user zsxwing commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159522526
  
@tdas merging to master and 1.6 :)


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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/9959#discussion_r45835007
  
--- Diff: sql/core/src/test/scala/org/apache/spark/sql/SQLQuerySuite.scala 
---
@@ -2028,4 +2028,25 @@ class SQLQuerySuite extends QueryTest with 
SharedSQLContext {
   Row(false) :: Row(true) :: Nil)
   }
 
+  test("push filter through aggregation with alias and literals") {
--- End diff --

should we write test in `FilterPushdownSuite`?


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[GitHub] spark pull request: [SPARK-11961][DOC] Add docs of ChiSqSelector

2015-11-24 Thread yinxusen
GitHub user yinxusen opened a pull request:

https://github.com/apache/spark/pull/9965

[SPARK-11961][DOC] Add docs of ChiSqSelector

https://issues.apache.org/jira/browse/SPARK-11961

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/yinxusen/spark SPARK-11961

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/9965.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #9965


commit 4abd9d290bba24f75e09c516e9e06657b03bcfbd
Author: Xusen Yin 
Date:   2015-11-25T07:10:04Z

add docs of ChiSqSelector




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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/9959#discussion_r45834951
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
 ---
@@ -690,7 +690,15 @@ object PushPredicateThroughAggregate extends 
Rule[LogicalPlan] with PredicateHel
   def apply(plan: LogicalPlan): LogicalPlan = plan transform {
 case filter @ Filter(condition,
 aggregate @ Aggregate(groupingExpressions, aggregateExpressions, 
grandChild)) =>
-  val (pushDown, stayUp) = 
splitConjunctivePredicates(condition).partition {
+
+  // Create a map of Alias for grouping keys or literals
+  val aliasMap = AttributeMap(aggregateExpressions.collect {
+case a: Alias if groupingExpressions.contains(a.child) || 
a.child.foldable =>
--- End diff --

This doesn't work if a grouping expression is inside another expression, 
for example, `key + 1 as k`, after remove the alias, `groupingExpressions` 
doesn't contain `key + 1` and we will fail to push down it.

I think we don't need the `if` here, we have `conjunct.references subsetOf 
AttributeSet(groupingExpressions)` below to decide whether to push a condition 
or not.


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[GitHub] spark pull request: [SPARK-11974][CORE]Not all the temp dirs had b...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9951#issuecomment-159521906
  
The part I don't get is --- where are we deleting elements of 
shutdownDeletePaths?



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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread tdas
Github user tdas commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159521935
  
@zsxwing thank you. please use your newly acquired power to merge it to 
master and 1.6 :)


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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread nongli
Github user nongli commented on a diff in the pull request:

https://github.com/apache/spark/pull/9959#discussion_r45834786
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
 ---
@@ -690,7 +690,15 @@ object PushPredicateThroughAggregate extends 
Rule[LogicalPlan] with PredicateHel
   def apply(plan: LogicalPlan): LogicalPlan = plan transform {
 case filter @ Filter(condition,
 aggregate @ Aggregate(groupingExpressions, aggregateExpressions, 
grandChild)) =>
-  val (pushDown, stayUp) = 
splitConjunctivePredicates(condition).partition {
+
+  // Create a map of Alias for grouping keys or literals
+  val aliasMap = AttributeMap(aggregateExpressions.collect {
+case a: Alias if groupingExpressions.contains(a.child) || 
a.child.foldable =>
+  (a.toAttribute, a.child)
+  })
+  val newCond = PushPredicateThroughProject.replaceAlias(condition, 
aliasMap)
+
+  val (pushDown, stayUp) = 
splitConjunctivePredicates(newCond).partition {
 conjunct => conjunct.references subsetOf 
AttributeSet(groupingExpressions)
--- End diff --

Can you see if you can make AttributeSet deal with this. It is more general 
and more consistent with what I understand the intent of AttributeSet is.

The comment in AttributeSet is clear that it wants AttributeReferences 
which Aliases are not. Is that possible?


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9921#issuecomment-159521569
  
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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9921#issuecomment-159521418
  
**[Test build #46676 has 
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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9921#issuecomment-159521575
  
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[GitHub] spark pull request: [SPARK-11974][CORE]Not all the temp dirs had b...

2015-11-24 Thread DoingDone9
Github user DoingDone9 commented on the pull request:

https://github.com/apache/spark/pull/9951#issuecomment-159521038
  
It can not delete all element of shutdownDeletePaths.
Like the example above, this method can not delete all element of a.


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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread nongli
Github user nongli commented on a diff in the pull request:

https://github.com/apache/spark/pull/9959#discussion_r45834726
  
--- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
 ---
@@ -690,7 +690,15 @@ object PushPredicateThroughAggregate extends 
Rule[LogicalPlan] with PredicateHel
   def apply(plan: LogicalPlan): LogicalPlan = plan transform {
 case filter @ Filter(condition,
 aggregate @ Aggregate(groupingExpressions, aggregateExpressions, 
grandChild)) =>
-  val (pushDown, stayUp) = 
splitConjunctivePredicates(condition).partition {
+
+  // Create a map of Alias for grouping keys or literals
+  val aliasMap = AttributeMap(aggregateExpressions.collect {
+case a: Alias if groupingExpressions.contains(a.child) || 
a.child.foldable =>
+  (a.toAttribute, a.child)
+  })
+  val newCond = PushPredicateThroughProject.replaceAlias(condition, 
aliasMap)
--- End diff --

I think this is confusing to read. Not clear why this is calling a utility 
in PushPredicateThroughProject. Move this into a better named place (similar to 
PredicateHelper)


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9921#issuecomment-159521218
  
**[Test build #46665 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/46665/consoleFull)**
 for PR 9921 at commit 
[`0d62b5e`](https://github.com/apache/spark/commit/0d62b5e880eb6c0b6578850936eb7fba5d86e4cd).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread gatorsmile
Github user gatorsmile commented on the pull request:

https://github.com/apache/spark/pull/9921#issuecomment-159519962
  
@rxin @cloud-fan Just combined all the changes you mentioned in the 
comments.  Thank you for your inputs! : )


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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159516332
  
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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159516339
  
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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159515784
  
**[Test build #46671 has 
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[`2cdec72`](https://github.com/apache/spark/commit/2cdec72e1d1b89fbf0a26c70c259e077d5ef25b7).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread cloud-fan
Github user cloud-fan commented on the pull request:

https://github.com/apache/spark/pull/9921#issuecomment-159513573
  
LGTM except some minor style comments.


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/9921#discussion_r45833897
  
--- Diff: sql/core/src/test/scala/org/apache/spark/sql/DatasetSuite.scala 
---
@@ -367,6 +372,22 @@ class DatasetSuite extends QueryTest with 
SharedSQLContext {
   1 -> "a", 2 -> "bc", 3 -> "d")
   }
 
+  test("sample with replacement") {
+val n = 100
+val data = sparkContext.parallelize(1 to n, 2).toDS()
+checkAnswer(
+  data.sample(withReplacement = true, 0.05, seed = 13),
+  Seq(5, 10, 52, 73): _*)
--- End diff --

instead of `Seq(xxx, yyy, ...): _*`, why not just `xxx, yyy, ...`?


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[GitHub] spark pull request: [SPARK-11963][DOC] Add docs for QuantileDiscre...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9962#issuecomment-159513443
  
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[GitHub] spark pull request: [SPARK-11962] Added getAsOpt[T]() methods to e...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9943#issuecomment-159513430
  
Jenkins, test this please.



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[GitHub] spark pull request: [SPARK-11963][DOC] Add docs for QuantileDiscre...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9962#issuecomment-159513442
  
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[GitHub] spark pull request: [SPARK-11963][DOC] Add docs for QuantileDiscre...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9962#issuecomment-159513343
  
**[Test build #46673 has 
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 for PR 9962 at commit 
[`b054a54`](https://github.com/apache/spark/commit/b054a54d814b64572d036857181c7c6f5e2a53a3).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds the following public classes _(experimental)_:\n  * 
`public class JavaQuantileDiscretizerExample `\n


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread cloud-fan
Github user cloud-fan commented on a diff in the pull request:

https://github.com/apache/spark/pull/9921#discussion_r45833828
  
--- Diff: sql/core/src/test/scala/org/apache/spark/sql/DatasetSuite.scala 
---
@@ -185,17 +185,23 @@ class DatasetSuite extends QueryTest with 
SharedSQLContext {
 val ds2 = Seq(1, 2).toDS().as("b")
 
 checkAnswer(
-  ds1.joinWith(ds2, $"a.value" === $"b.value"),
+  ds1.joinWith(ds2, $"a.value" === $"b.value", "inner"),
   (1, 1), (2, 2))
   }
 
-  test("joinWith, expression condition") {
-val ds1 = Seq(ClassData("a", 1), ClassData("b", 2)).toDS()
-val ds2 = Seq(("a", 1), ("b", 2)).toDS()
+  test("joinWith, expression condition, outer join") {
+val nullInteger = null.asInstanceOf[Integer]
+val nullString = null.asInstanceOf[String]
+val ds1 = Seq(ClassNullableData("a", new Integer(1)),
--- End diff --

nit: we can just pass in `1`, and compile will auto box for us.


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[GitHub] spark pull request: [SPARK-11981][SQL] Move implementations of met...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9964#issuecomment-159513085
  
**[Test build #46675 has 
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[`4a1ca72`](https://github.com/apache/spark/commit/4a1ca7262f4217ae126b871853181288fb85ebf6).


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[GitHub] spark pull request: [SPARK-11970] [SQL] Add function SHOW to Datas...

2015-11-24 Thread gatorsmile
Github user gatorsmile commented on the pull request:

https://github.com/apache/spark/pull/9955#issuecomment-159511727
  
Yeah, that is also my solution in my original solution in the PR for 
EXPLAIN. 
As long as you do not think they are duplicate codes, I like it. : )


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[GitHub] spark pull request: [SPARK-11970] [SQL] Add function SHOW to Datas...

2015-11-24 Thread gatorsmile
Github user gatorsmile closed the pull request at:

https://github.com/apache/spark/pull/9955


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[GitHub] spark pull request: [SPARK-11974][CORE]Not all the temp dirs had b...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9951#issuecomment-159510889
  
What's the problem with the original approach?



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[GitHub] spark pull request: [SPARK-11969] [SQL] [PYSPARK] visualization of...

2015-11-24 Thread zsxwing
Github user zsxwing commented on the pull request:

https://github.com/apache/spark/pull/9949#issuecomment-159510739
  
> @zsxwing all the save and write call Java API directly, so they all work 
as expected.

cool. LGTM


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9921#issuecomment-159510356
  
@gatorsmile can you update the title to remove "show"? Just keep sample and 
join.



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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread zsxwing
Github user zsxwing commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159510029
  
LGTM


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/9921#discussion_r45833377
  
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
@@ -540,6 +558,18 @@ class Dataset[T] private[sql](
 }
   }
 
+  /**
+   * Using inner equi-join to join this [[Dataset]] returning a [[Tuple2]] 
for each pair
+   * where `condition` evaluates to true
--- End diff --

missed a period


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/9921#discussion_r45833361
  
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
@@ -453,6 +451,22 @@ class Dataset[T] private[sql](
   c5: TypedColumn[T, U5]): Dataset[(U1, U2, U3, U4, U5)] =
 selectUntyped(c1, c2, c3, c4, c5).asInstanceOf[Dataset[(U1, U2, U3, 
U4, U5)]]
 
+
+  /**
+   * Returns a new [[Dataset]] by sampling a fraction of rows.
+   * @since 1.6.0
+   */
+  def sample(withReplacement: Boolean, fraction: Double, seed: Long) : 
Dataset[T] =
+withPlan(Sample(0.0, fraction, withReplacement, seed, _))
+
+  /**
+   * Returns a new [[Dataset]] by sampling a fraction of rows, using a 
random seed.
--- End diff --

rows -> records


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/9921#discussion_r4587
  
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
@@ -453,6 +451,22 @@ class Dataset[T] private[sql](
   c5: TypedColumn[T, U5]): Dataset[(U1, U2, U3, U4, U5)] =
 selectUntyped(c1, c2, c3, c4, c5).asInstanceOf[Dataset[(U1, U2, U3, 
U4, U5)]]
 
+
--- End diff --

remove the extra line here


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[GitHub] spark pull request: [SPARK-11970] [SQL] Adding JoinType into JoinW...

2015-11-24 Thread rxin
Github user rxin commented on a diff in the pull request:

https://github.com/apache/spark/pull/9921#discussion_r45833358
  
--- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
@@ -453,6 +451,22 @@ class Dataset[T] private[sql](
   c5: TypedColumn[T, U5]): Dataset[(U1, U2, U3, U4, U5)] =
 selectUntyped(c1, c2, c3, c4, c5).asInstanceOf[Dataset[(U1, U2, U3, 
U4, U5)]]
 
+
+  /**
+   * Returns a new [[Dataset]] by sampling a fraction of rows.
--- End diff --

rows -> records


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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9959#issuecomment-159509327
  
cc @cloud-fan  too


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[GitHub] spark pull request: [SPARK-11970] [SQL] Add function SHOW to Datas...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9955#issuecomment-159509085
  
I implemented show as part of this patch: 
https://github.com/apache/spark/pull/9964

I just used toDF().show(). Can you close this pull request?




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[GitHub] spark pull request: [SPARK-11981][SQL] Move implementations of met...

2015-11-24 Thread rxin
GitHub user rxin opened a pull request:

https://github.com/apache/spark/pull/9964

[SPARK-11981][SQL] Move implementations of methods back to DataFrame from 
Queryable

Also added show methods to Dataset.


You can merge this pull request into a Git repository by running:

$ git pull https://github.com/rxin/spark SPARK-11981

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/9964.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #9964


commit 4a1ca7262f4217ae126b871853181288fb85ebf6
Author: Reynold Xin 
Date:   2015-11-25T06:28:44Z

[SPARK-11981][SQL] Move implementations of methods back to DataFrame from 
Queryable




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[GitHub] spark pull request: [SPARK-10582][Yarn][Core] Fix AM failure situa...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9963#issuecomment-159508637
  
**[Test build #46674 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/46674/consoleFull)**
 for PR 9963 at commit 
[`1f92d27`](https://github.com/apache/spark/commit/1f92d27f525500a907d1862b47eea156ff2aff85).


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[GitHub] spark pull request: [SPARK-11878][SQL][WIP]: Eliminate distribute ...

2015-11-24 Thread saucam
Github user saucam commented on the pull request:

https://github.com/apache/spark/pull/9858#issuecomment-159507098
  
Thanks for the feedback! Let me take a look at the Exchange code


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[GitHub] spark pull request: [SPARK-11963][DOC] Add docs for QuantileDiscre...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9962#issuecomment-159506066
  
**[Test build #46673 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/46673/consoleFull)**
 for PR 9962 at commit 
[`b054a54`](https://github.com/apache/spark/commit/b054a54d814b64572d036857181c7c6f5e2a53a3).


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[GitHub] spark pull request: [SPARK-11624][SPARK-11972][SQL]fix commands th...

2015-11-24 Thread jameszhouyi
Github user jameszhouyi commented on the pull request:

https://github.com/apache/spark/pull/9589#issuecomment-159505641
  
Hi @adrian-wang ,
For SPARK-11972, the case passed now after applying the patch.Thanks !


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[GitHub] spark pull request: [SPARK-10582][Yarn][Core] Fix AM failure situa...

2015-11-24 Thread jerryshao
GitHub user jerryshao opened a pull request:

https://github.com/apache/spark/pull/9963

[SPARK-10582][Yarn][Core] Fix AM failure situation for dynamic allocation

Because of AM failure, the target executor number between driver and AM 
will be different, which will lead to unexpected behavior in dynamic 
allocation. So when AM is re-registered with driver, state in 
`ExecutorAllocationManager` and `CoarseGrainedSchedulerBacked` should be reset.

This issue is originally addressed in #8737 , here re-opened again. Thanks 
a lot @KaiXinXiaoLei for finding this issue.

@andrewor14 and @vanzin would you please help to review this, thanks a lot.

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/jerryshao/apache-spark SPARK-10582

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/9963.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #9963


commit c272c7eb005bf443678f2cd89c6971a3f022edbd
Author: jerryshao 
Date:   2015-11-24T09:08:00Z

Fix AM failure situation for dynamic allocation

commit 1f92d27f525500a907d1862b47eea156ff2aff85
Author: jerryshao 
Date:   2015-11-25T06:15:05Z

Remove unnecessary code




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[GitHub] spark pull request: [SPARK-11821] Propagate Kerberos keytab for al...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9859#issuecomment-159503152
  
**[Test build #46672 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/46672/consoleFull)**
 for PR 9859 at commit 
[`9365a7f`](https://github.com/apache/spark/commit/9365a7f8766b081625ed8fe9066cef10df25b198).


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[GitHub] spark pull request: [SPARK-11970] [SQL] Add function SHOW to Datas...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9955#issuecomment-159502968
  
Merged build finished. Test PASSed.


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[GitHub] spark pull request: [SPARK-11970] [SQL] Add function SHOW to Datas...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9955#issuecomment-159502969
  
Test PASSed.
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[GitHub] spark pull request: [SPARK-11970] [SQL] Add function SHOW to Datas...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9955#issuecomment-159502491
  
**[Test build #46662 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/46662/consoleFull)**
 for PR 9955 at commit 
[`a4428c3`](https://github.com/apache/spark/commit/a4428c3347c2fd65a14d9e2c5472b539ff3a2101).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [Minor] Remove unnecessary spaces in `include_...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9960#issuecomment-159501877
  
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[GitHub] spark pull request: [SPARK-11963][DOC] Add docs for QuantileDiscre...

2015-11-24 Thread yinxusen
GitHub user yinxusen opened a pull request:

https://github.com/apache/spark/pull/9962

[SPARK-11963][DOC] Add docs for QuantileDiscretizer

https://issues.apache.org/jira/browse/SPARK-11963

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/yinxusen/spark SPARK-11963

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/9962.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #9962


commit b054a54d814b64572d036857181c7c6f5e2a53a3
Author: Xusen Yin 
Date:   2015-11-25T06:08:11Z

add docs for QuantileDiscretizer




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[GitHub] spark pull request: [Minor] Remove unnecessary spaces in `include_...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9960#issuecomment-159501873
  
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[GitHub] spark pull request: [Minor] Remove unnecessary spaces in `include_...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9960#issuecomment-159501540
  
**[Test build #46669 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/46669/consoleFull)**
 for PR 9960 at commit 
[`7d09381`](https://github.com/apache/spark/commit/7d093816541b03915ae862fd1f8450f05369ce8b).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-11821] Propagate Kerberos keytab for al...

2015-11-24 Thread woj-i
Github user woj-i commented on the pull request:

https://github.com/apache/spark/pull/9859#issuecomment-159499824
  
@vanzin thanks for your support. I've made a commit with documentation 
update and clean the code as you asked.


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[GitHub] spark pull request: [SPARK-11863][SQL][WIP] Unable to resolve orde...

2015-11-24 Thread dilipbiswal
Github user dilipbiswal commented on the pull request:

https://github.com/apache/spark/pull/9844#issuecomment-159499937
  
@cloud-fan Thanks a lot.


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[GitHub] spark pull request: [SPARK-11863][SQL] Unable to resolve order by ...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9961#issuecomment-159499707
  
**[Test build #46670 has 
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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159499474
  
**[Test build #46671 has 
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 for PR 9958 at commit 
[`2cdec72`](https://github.com/apache/spark/commit/2cdec72e1d1b89fbf0a26c70c259e077d5ef25b7).


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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9959#issuecomment-159499292
  
**[Test build #46668 has 
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 for PR 9959 at commit 
[`2fb7a1c`](https://github.com/apache/spark/commit/2fb7a1cd42664c281bfc64bf584b8f762f828b4d).


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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread zsxwing
Github user zsxwing commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159499108
  
retest this please


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[GitHub] spark pull request: [Minor] Remove unnecessary spaces in `include_...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9960#issuecomment-159498892
  
**[Test build #46669 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/46669/consoleFull)**
 for PR 9960 at commit 
[`7d09381`](https://github.com/apache/spark/commit/7d093816541b03915ae862fd1f8450f05369ce8b).


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[GitHub] spark pull request: [SPARK-11863][SQL] Unable to resolve order by ...

2015-11-24 Thread cloud-fan
GitHub user cloud-fan opened a pull request:

https://github.com/apache/spark/pull/9961

[SPARK-11863][SQL] Unable to resolve order by if it contains mixture of 
aliases and real columns

this is based on https://github.com/apache/spark/pull/9844, with some bug 
fix and clean up.

whoever merge this PR, please give the credit to @dilipbiswal 

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/cloud-fan/spark sort

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/9961.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #9961


commit 954f9194377b759fa8414c3a66fb7ee5c74640b7
Author: Dilip Biswal 
Date:   2015-11-04T05:23:11Z

[SPARK-11863] Unable to resolve order by attributes if it contains mixture 
of aliases and real columns.

commit ef4274a06a5859e0f233baaab4044a6d1b0e6418
Author: Dilip Biswal 
Date:   2015-11-20T08:11:46Z

Fix test failure

commit d319524be7fb8daedb72a23587182f8307afd812
Author: Dilip Biswal 
Date:   2015-11-24T02:28:30Z

Implement code review comments

commit 8c9609849a8cf3784258b11c6728f32807889c33
Author: Dilip Biswal 
Date:   2015-11-24T07:28:25Z

fix test failure

commit cbf14ffa49c456193e56946ae30181d7b6571139
Author: Dilip Biswal 
Date:   2015-11-24T07:36:48Z

minor style

commit 3d4515f67526a540ad1e551f005a1ae619f0dde7
Author: Wenchen Fan 
Date:   2015-11-25T05:39:01Z

Merge remote-tracking branch 'origin/master' into sort

commit 8ad6897b64c3bab3c249e79e54d2979bd672f2c3
Author: Wenchen Fan 
Date:   2015-11-25T05:49:04Z

bug gix




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[GitHub] spark pull request: [SPARK-11969] [SQL] [PYSPARK] visualization of...

2015-11-24 Thread davies
Github user davies commented on the pull request:

https://github.com/apache/spark/pull/9949#issuecomment-159498690
  
@zsxwing all the save and write call Java API directly, so they all work as 
expected.


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[GitHub] spark pull request: [SPARK-11140][CORE] Transfer files using netwo...

2015-11-24 Thread rxin
Github user rxin commented on the pull request:

https://github.com/apache/spark/pull/9947#issuecomment-159498446
  
I've merged this. 

@vanzin  can you close the pull request?



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[GitHub] spark pull request: [Minor] Remove unnecessary spaces in `include_...

2015-11-24 Thread yu-iskw
GitHub user yu-iskw opened a pull request:

https://github.com/apache/spark/pull/9960

[Minor] Remove unnecessary spaces in `include_example.rb`



You can merge this pull request into a Git repository by running:

$ git pull https://github.com/yu-iskw/spark minor-remove-spaces

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/9960.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #9960


commit 7d093816541b03915ae862fd1f8450f05369ce8b
Author: Yu ISHIKAWA 
Date:   2015-11-25T05:46:33Z

[Minor] Remove unnecessary spaces in `include_example.rb`




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[GitHub] spark pull request: [SPARK-11973] [SQL] push filter through aggreg...

2015-11-24 Thread davies
GitHub user davies opened a pull request:

https://github.com/apache/spark/pull/9959

[SPARK-11973] [SQL] push filter through aggregation with alias and literals

Currently, filter can't be pushed through aggregation with alias or 
literals, this patch fix that.

After this patch, the time of TPC-DS query 4 go down to 34 seconds from 141 
seconds (4x improvements).

cc @nongli  @yhuai 

You can merge this pull request into a Git repository by running:

$ git pull https://github.com/davies/spark push_filter2

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/9959.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #9959


commit 2fb7a1cd42664c281bfc64bf584b8f762f828b4d
Author: Davies Liu 
Date:   2015-11-25T05:41:15Z

push filter through aggregation with alias and literals




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[GitHub] spark pull request: [SPARK-11140][CORE] Transfer files using netwo...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9947#issuecomment-159498127
  
Test PASSed.
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[GitHub] spark pull request: [SPARK-11140][CORE] Transfer files using netwo...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9947#issuecomment-159498126
  
Merged build finished. Test PASSed.


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[GitHub] spark pull request: [SPARK-11140][CORE] Transfer files using netwo...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9947#issuecomment-159498056
  
**[Test build #46661 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/46661/consoleFull)**
 for PR 9947 at commit 
[`bea3fda`](https://github.com/apache/spark/commit/bea3fdaa6d801c6c8955a0896c8c27995528f247).
 * This patch passes all tests.
 * This patch merges cleanly.
 * This patch adds no public classes.


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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159497749
  
Merged build finished. Test FAILed.


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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread AmplabJenkins
Github user AmplabJenkins commented on the pull request:

https://github.com/apache/spark/pull/9958#issuecomment-159497750
  
Test FAILed.
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[GitHub] spark pull request: [SPARK-11859][Mesos] SparkContext accepts inva...

2015-11-24 Thread toddwan
Github user toddwan commented on the pull request:

https://github.com/apache/spark/pull/9886#issuecomment-159497221
  
retest this please


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[GitHub] spark pull request: [SPARK-10621][SQL] Consistent naming for funct...

2015-11-24 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/9948


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[GitHub] spark pull request: [SPARK-9319][SPARKR] Add support for setting c...

2015-11-24 Thread sun-rui
Github user sun-rui commented on the pull request:

https://github.com/apache/spark/pull/9654#issuecomment-159495383
  
Will take a look soon


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[GitHub] spark pull request: [SPARK-11856][SQL] add type cast if the real t...

2015-11-24 Thread SparkQA
Github user SparkQA commented on the pull request:

https://github.com/apache/spark/pull/9840#issuecomment-159495265
  
**[Test build #4 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/4/consoleFull)**
 for PR 9840 at commit 
[`6c9dc1e`](https://github.com/apache/spark/commit/6c9dc1e22fb88229247cf1bb284c06715b089da3).


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[GitHub] spark pull request: [SPARK-11979][Streaming] Empty TrackStateRDD c...

2015-11-24 Thread tdas
GitHub user tdas opened a pull request:

https://github.com/apache/spark/pull/9958

[SPARK-11979][Streaming] Empty TrackStateRDD cannot be checkpointed and 
recovered from checkpoint file

This solves the following exception caused when empty state RDD is 
checkpointed and recovered. The root cause is that an empty 
OpenHashMapBasedStateMap cannot be deserialized as the initialCapacity is set 
to zero.
```
Job aborted due to stage failure: Task 0 in stage 6.0 failed 1 times, most 
recent failure: Lost task 0.0 in stage 6.0 (TID 20, localhost): 
java.lang.IllegalArgumentException: requirement failed: Invalid initial capacity
at scala.Predef$.require(Predef.scala:233)
at 
org.apache.spark.streaming.util.OpenHashMapBasedStateMap.(StateMap.scala:96)
at 
org.apache.spark.streaming.util.OpenHashMapBasedStateMap.(StateMap.scala:86)
at 
org.apache.spark.streaming.util.OpenHashMapBasedStateMap.readObject(StateMap.scala:291)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at 
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at 
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at 
java.io.ObjectStreamClass.invokeReadObject(ObjectStreamClass.java:1017)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:1893)
at 
java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:1798)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1350)
at 
java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:1990)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:1915)
at 
java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:1798)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1350)
at java.io.ObjectInputStream.readObject(ObjectInputStream.java:370)
at 
org.apache.spark.serializer.JavaDeserializationStream.readObject(JavaSerializer.scala:76)
at 
org.apache.spark.serializer.DeserializationStream$$anon$1.getNext(Serializer.scala:181)
at org.apache.spark.util.NextIterator.hasNext(NextIterator.scala:73)
at scala.collection.Iterator$$anon$13.hasNext(Iterator.scala:371)
at scala.collection.Iterator$class.foreach(Iterator.scala:727)
at scala.collection.AbstractIterator.foreach(Iterator.scala:1157)
at 
scala.collection.generic.Growable$class.$plus$plus$eq(Growable.scala:48)
at 
scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:103)
at 
scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:47)
at scala.collection.TraversableOnce$class.to(TraversableOnce.scala:273)
at scala.collection.AbstractIterator.to(Iterator.scala:1157)
at 
scala.collection.TraversableOnce$class.toBuffer(TraversableOnce.scala:265)
at scala.collection.AbstractIterator.toBuffer(Iterator.scala:1157)
at 
scala.collection.TraversableOnce$class.toArray(TraversableOnce.scala:252)
at scala.collection.AbstractIterator.toArray(Iterator.scala:1157)
at 
org.apache.spark.rdd.RDD$$anonfun$collect$1$$anonfun$12.apply(RDD.scala:921)
at 
org.apache.spark.rdd.RDD$$anonfun$collect$1$$anonfun$12.apply(RDD.scala:921)
at 
org.apache.spark.SparkContext$$anonfun$runJob$5.apply(SparkContext.scala:1858)
at 
org.apache.spark.SparkContext$$anonfun$runJob$5.apply(SparkContext.scala:1858)
at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:66)
at org.apache.spark.scheduler.Task.run(Task.scala:88)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:214)
at 
java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
at 
java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
at java.lang.Thread.run(Thread.java:744)
```


You can merge this pull request into a Git repository by running:

$ git pull https://github.com/tdas/spark SPARK-11979

Alternatively you can review and apply these changes as the patch at:

https://github.com/apache/spark/pull/9958.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

This closes #9958


commit 2cdec72e1d1b89fbf0a26c70c259e077d5ef25b7
Author: Tathagata Das 
Date:   2015-11-25T05:17:48Z

Fixed state map deser bug




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