[GitHub] spark pull request #15063: [SPARK-17463][Core]Make CollectionAccumulator and...

2016-09-14 Thread asfgit
Github user asfgit closed the pull request at:

https://github.com/apache/spark/pull/15063


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[GitHub] spark pull request #15063: [SPARK-17463][Core]Make CollectionAccumulator and...

2016-09-12 Thread zsxwing
Github user zsxwing commented on a diff in the pull request:

https://github.com/apache/spark/pull/15063#discussion_r78433588
  
--- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/debug/package.scala ---
@@ -107,18 +109,20 @@ package object debug {
   case class DebugExec(child: SparkPlan) extends UnaryExecNode with 
CodegenSupport {
 def output: Seq[Attribute] = child.output
 
-class SetAccumulator[T] extends AccumulatorV2[T, HashSet[T]] {
-  private val _set = new HashSet[T]()
+class SetAccumulator[T] extends AccumulatorV2[T, java.util.Set[T]] {
+  private val _set = Collections.synchronizedSet(new 
java.util.HashSet[T]())
--- End diff --

For Java serialization, it's synchronized. See: 
http://www.grepcode.com/file/repository.grepcode.com/java/root/jdk/openjdk/8u40-b25/java/util/Collections.java#2080

Do we use Kryo to serialize Heartbeat?


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[GitHub] spark pull request #15063: [SPARK-17463][Core]Make CollectionAccumulator and...

2016-09-12 Thread JoshRosen
Github user JoshRosen commented on a diff in the pull request:

https://github.com/apache/spark/pull/15063#discussion_r78432833
  
--- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/debug/package.scala ---
@@ -107,18 +109,20 @@ package object debug {
   case class DebugExec(child: SparkPlan) extends UnaryExecNode with 
CodegenSupport {
 def output: Seq[Attribute] = child.output
 
-class SetAccumulator[T] extends AccumulatorV2[T, HashSet[T]] {
-  private val _set = new HashSet[T]()
+class SetAccumulator[T] extends AccumulatorV2[T, java.util.Set[T]] {
+  private val _set = Collections.synchronizedSet(new 
java.util.HashSet[T]())
--- End diff --

If you use `Collections.synchronized*`, will serialization of those objects 
also be thread-safe (i.e. will `writeObject` synchronize properly)? What about 
if Kryo is used?


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[GitHub] spark pull request #15063: [SPARK-17463][Core]Make CollectionAccumulator and...

2016-09-12 Thread zsxwing
GitHub user zsxwing opened a pull request:

https://github.com/apache/spark/pull/15063

[SPARK-17463][Core]Make CollectionAccumulator and SetAccumulator's value 
can be read thread-safely

## What changes were proposed in this pull request?

Make CollectionAccumulator and SetAccumulator's value can be read 
thread-safely to fix the ConcurrentModificationException reported in 
[JIRA](https://issues.apache.org/jira/browse/SPARK-17463).

## How was this patch tested?

Existing tests.

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

$ git pull https://github.com/zsxwing/spark SPARK-17463

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

https://github.com/apache/spark/pull/15063.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 #15063


commit 4b8c277ebb1c8ff966e6d3c2676dfc34a1f0c483
Author: Shixiong Zhu 
Date:   2016-09-12T17:45:35Z

Make CollectionAccumulator and SetAccumulator's value can be read 
thread-safely




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