[GitHub] AmplabJenkins removed a comment on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

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[GitHub] AmplabJenkins removed a comment on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

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[GitHub] SparkQA removed a comment on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

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[GitHub] SparkQA commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

2018-12-14 Thread GitBox
SparkQA commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs 
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URL: https://github.com/apache/spark/pull/23306#issuecomment-447546127
 
 
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[GitHub] SparkQA removed a comment on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

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[GitHub] SparkQA commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

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[GitHub] kiszk commented on a change in pull request #23278: [SPARK-24920][Core] Allow sharing Netty's memory pool allocators

2018-12-14 Thread GitBox
kiszk commented on a change in pull request #23278: [SPARK-24920][Core] Allow 
sharing Netty's memory pool allocators
URL: https://github.com/apache/spark/pull/23278#discussion_r241941523
 
 

 ##
 File path: 
common/network-common/src/main/java/org/apache/spark/network/util/NettyUtils.java
 ##
 @@ -95,6 +111,38 @@ public static String getRemoteAddress(Channel channel) {
 return "";
   }
 
+  /**
+   * Returns the default number of threads for both the Netty client and 
server thread pools.
+   * If numUsableCores is 0, we will use Runtime get an approximate number of 
available cores.
+   */
+  public static int defaultNumThreads(int numUsableCores) {
+final int availableCores;
+if (numUsableCores > 0) {
+  availableCores = numUsableCores;
+} else {
+  availableCores = Runtime.getRuntime().availableProcessors();
+}
+return Math.min(availableCores, MAX_DEFAULT_NETTY_THREADS);
+  }
+
+  /**
+   * Returns the lazily created shared pooled ByteBuf allocator for the 
specified allowCache
+   * parameter value.
+   */
+  public static synchronized PooledByteBufAllocator 
getSharedPooledByteBufAllocator(
 
 Review comment:
   If you will use volatile, this code must use two `volatile` instance 
variables instead of one array. This is because `volatile 
PooledByteBufAllocator _s[]` is effective only for `_s` rather than `_s[0], 
_s[1], ...`.


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[GitHub] AmplabJenkins commented on issue #23243: [SPARK-26288][CORE]add initRegisteredExecutorsDB

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[GitHub] AmplabJenkins removed a comment on issue #23243: [SPARK-26288][CORE]add initRegisteredExecutorsDB

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URL: https://github.com/apache/spark/pull/23243#issuecomment-444769071
 
 
   Can one of the admins verify this patch?


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[GitHub] KeiichiHirobe commented on issue #23288: [SPARK-26339][SQL]Throws better exception when reading files that start with underscore

2018-12-14 Thread GitBox
KeiichiHirobe commented on issue #23288: [SPARK-26339][SQL]Throws better 
exception when reading files that start with underscore
URL: https://github.com/apache/spark/pull/23288#issuecomment-447544900
 
 
   I agree with srowen's idea.
   Most cases, behaviour change makes no problem,I think.
   So, May I implement a new behavior, or should I wait for a moment?


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[GitHub] felixcheung commented on issue #23243: [SPARK-26288][CORE]add initRegisteredExecutorsDB

2018-12-14 Thread GitBox
felixcheung commented on issue #23243: [SPARK-26288][CORE]add 
initRegisteredExecutorsDB
URL: https://github.com/apache/spark/pull/23243#issuecomment-447544940
 
 
   ok to test


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[GitHub] SparkQA commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

2018-12-14 Thread GitBox
SparkQA commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor 
spark-app-selector label mism…
URL: https://github.com/apache/spark/pull/23322#issuecomment-447544552
 
 
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[`778acb4`](https://github.com/apache/spark/commit/778acb4781b25bffaa568055329d7103660b9572).
* This patch **fails Scala style tests**.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] AmplabJenkins commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

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[GitHub] felixcheung commented on a change in pull request #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

2018-12-14 Thread GitBox
felixcheung commented on a change in pull request #23322: [SPARK-25922][K8] 
Spark Driver/Executor spark-app-selector label mism…
URL: https://github.com/apache/spark/pull/23322#discussion_r241941126
 
 

 ##
 File path: 
resource-managers/kubernetes/core/src/main/scala/org/apache/spark/scheduler/cluster/k8s/KubernetesClusterSchedulerBackend.scala
 ##
 @@ -60,6 +61,16 @@ private[spark] class KubernetesClusterSchedulerBackend(
 removeExecutor(executorId, reason)
   }
 
+  /**
+* Get an application ID associated with the job.
+* This returns the string value of spark.app.id if set, otherwise
+* the locally-generated ID from the superclass.
+* @return The application ID
+*/
+  override def applicationId(): String = {
+conf.getOption("spark.app.id").map(_.toString).getOrElse 
{super.applicationId}
 
 Review comment:
   nit style: spacing around `{` `}`


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[GitHub] felixcheung commented on a change in pull request #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

2018-12-14 Thread GitBox
felixcheung commented on a change in pull request #23322: [SPARK-25922][K8] 
Spark Driver/Executor spark-app-selector label mism…
URL: https://github.com/apache/spark/pull/23322#discussion_r241941138
 
 

 ##
 File path: 
resource-managers/kubernetes/core/src/main/scala/org/apache/spark/scheduler/cluster/k8s/KubernetesClusterSchedulerBackend.scala
 ##
 @@ -60,6 +61,16 @@ private[spark] class KubernetesClusterSchedulerBackend(
 removeExecutor(executorId, reason)
   }
 
+  /**
+* Get an application ID associated with the job.
+* This returns the string value of spark.app.id if set, otherwise
+* the locally-generated ID from the superclass.
+* @return The application ID
+*/
+  override def applicationId(): String = {
+conf.getOption("spark.app.id").map(_.toString).getOrElse 
{super.applicationId}
 
 Review comment:
   actually, this should use `getOrElse(super.applicationId)`


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[GitHub] AmplabJenkins commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

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[GitHub] felixcheung commented on a change in pull request #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

2018-12-14 Thread GitBox
felixcheung commented on a change in pull request #23322: [SPARK-25922][K8] 
Spark Driver/Executor spark-app-selector label mism…
URL: https://github.com/apache/spark/pull/23322#discussion_r241941146
 
 

 ##
 File path: 
resource-managers/kubernetes/core/src/test/scala/org/apache/spark/scheduler/cluster/k8s/KubernetesClusterSchedulerBackendSuite.scala
 ##
 @@ -36,7 +36,7 @@ class KubernetesClusterSchedulerBackendSuite extends 
SparkFunSuite with BeforeAn
 
   private val requestExecutorsService = new DeterministicScheduler()
   private val sparkConf = new SparkConf(false)
-.set("spark.executor.instances", "3")
+.set("spark.executor.instances", "3").set("spark.app.id", 
TEST_SPARK_APP_ID)
 
 Review comment:
   test this?


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[GitHub] AmplabJenkins removed a comment on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

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[GitHub] SparkQA commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

2018-12-14 Thread GitBox
SparkQA commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor 
spark-app-selector label mism…
URL: https://github.com/apache/spark/pull/23322#issuecomment-44757
 
 
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[GitHub] AmplabJenkins commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

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[GitHub] felixcheung commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

2018-12-14 Thread GitBox
felixcheung commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor 
spark-app-selector label mism…
URL: https://github.com/apache/spark/pull/23322#issuecomment-447544297
 
 
   Jenkins, ok to test


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[GitHub] weixiuli commented on a change in pull request #23243: [SPARK-26288][CORE]add initRegisteredExecutorsDB

2018-12-14 Thread GitBox
weixiuli commented on a change in pull request #23243: [SPARK-26288][CORE]add 
initRegisteredExecutorsDB
URL: https://github.com/apache/spark/pull/23243#discussion_r241940942
 
 

 ##
 File path: core/src/test/scala/org/apache/spark/deploy/worker/WorkerSuite.scala
 ##
 @@ -243,4 +243,13 @@ class WorkerSuite extends SparkFunSuite with Matchers 
with BeforeAndAfter {
   ExecutorStateChanged("app1", 0, ExecutorState.EXITED, None, None))
 assert(cleanupCalled.get() == value)
   }
+  test("test  initRegisteredExecutorsDB  ") {
+val sparkConf = new SparkConf()
+Utils.loadDefaultSparkProperties(sparkConf)
+val securityManager = new SecurityManager(sparkConf)
+sparkConf.set(config.SHUFFLE_SERVICE_DB_ENABLED.key, "true")
+sparkConf.set(config.SHUFFLE_SERVICE_ENABLED.key, "true")
+sparkConf.set("spark.local.dir", "/tmp")
+val externalShuffleService = new ExternalShuffleService(sparkConf, 
securityManager)
 
 Review comment:
   @dongjoon-hyun  Thanks a lot,I have fixed scalastyle  and removed  the test 
ablove  yet.
   There is a new test to test this patch. 
   Kindly review.


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[GitHub] kiszk edited a comment on issue #23288: [SPARK-26339][SQL]Throws better exception when reading files that start with underscore

2018-12-14 Thread GitBox
kiszk edited a comment on issue #23288: [SPARK-26339][SQL]Throws better 
exception when reading files that start with underscore
URL: https://github.com/apache/spark/pull/23288#issuecomment-447541193
 
 
   Good catch, could you please add test cases that throw this exception for a 
file and multiple files?


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[GitHub] AmplabJenkins removed a comment on issue #23303: [SPARK-26352][SQL] join reorder should not change the order of output attributes

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[GitHub] AmplabJenkins commented on issue #23303: [SPARK-26352][SQL] join reorder should not change the order of output attributes

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[GitHub] kiszk edited a comment on issue #23288: [SPARK-26339][SQL]Throws better exception when reading files that start with underscore

2018-12-14 Thread GitBox
kiszk edited a comment on issue #23288: [SPARK-26339][SQL]Throws better 
exception when reading files that start with underscore
URL: https://github.com/apache/spark/pull/23288#issuecomment-447541193
 
 
   Good catch, could you please add test cases that throw this exception?


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[GitHub] SparkQA commented on issue #23303: [SPARK-26352][SQL] join reorder should not change the order of output attributes

2018-12-14 Thread GitBox
SparkQA commented on issue #23303: [SPARK-26352][SQL] join reorder should not 
change the order of output attributes
URL: https://github.com/apache/spark/pull/23303#issuecomment-447541968
 
 
   **[Test build #100176 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/100176/testReport)**
 for PR 23303 at commit 
[`a7fb7a6`](https://github.com/apache/spark/commit/a7fb7a67e1f4a683f60778f7f66b208ddf77609f).


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[GitHub] kiszk commented on issue #23288: [SPARK-26339][SQL]Throws better exception when reading files that start with underscore

2018-12-14 Thread GitBox
kiszk commented on issue #23288: [SPARK-26339][SQL]Throws better exception when 
reading files that start with underscore
URL: https://github.com/apache/spark/pull/23288#issuecomment-447541193
 
 
   Good catch, could you please add a test case that throw this exception?


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[GitHub] kiszk edited a comment on issue #23171: [SPARK-26205][SQL] Optimize In for bytes, shorts, ints

2018-12-14 Thread GitBox
kiszk edited a comment on issue #23171: [SPARK-26205][SQL] Optimize In for 
bytes, shorts, ints
URL: https://github.com/apache/spark/pull/23171#issuecomment-447540932
 
 
   Comment about JIT code generation for switch statement. Regardless of 
lookupswitch/tableswitch, JIT compiler generations native instructions suitable 
for data size/density (binary tree, table lookup, (or simple if-then?)).
   
   It would be good to see [this 
article](https://stackoverflow.com/questions/44988841/force-tableswitch-instead-of-lookupswitch).


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[GitHub] kiszk commented on issue #23171: [SPARK-26205][SQL] Optimize In for bytes, shorts, ints

2018-12-14 Thread GitBox
kiszk commented on issue #23171: [SPARK-26205][SQL] Optimize In for bytes, 
shorts, ints
URL: https://github.com/apache/spark/pull/23171#issuecomment-447540932
 
 
   Comment about JIT code generation for switch statement. Regardless of 
lookupswitch/tableswitch, JIT compiler generations native instructions suitable 
for data size/density (simple if-then, binary tree, or table lookup).
   
   It would be good to see [this 
article](https://stackoverflow.com/questions/44988841/force-tableswitch-instead-of-lookupswitch).


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[GitHub] HyukjinKwon commented on a change in pull request #23323: [SPARK-26372][SQL] Don't reuse value from previous row when parsing bad CSV input field

2018-12-14 Thread GitBox
HyukjinKwon commented on a change in pull request #23323: [SPARK-26372][SQL] 
Don't reuse value from previous row when parsing bad CSV input field
URL: https://github.com/apache/spark/pull/23323#discussion_r241939744
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/csv/UnivocityParser.scala
 ##
 @@ -239,6 +239,7 @@ class UnivocityParser(
 } catch {
   case NonFatal(e) =>
 badRecordException = badRecordException.orElse(Some(e))
+row(i) = null
 
 Review comment:
   nit: `row.setNullAt(i)`


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[GitHub] xuanyuanking commented on issue #23299: [SPARK-26327][SQL][BACKPORT-2.3] Bug fix for `FileSourceScanExec` metrics update

2018-12-14 Thread GitBox
xuanyuanking commented on issue #23299: [SPARK-26327][SQL][BACKPORT-2.3] Bug 
fix for `FileSourceScanExec` metrics update
URL: https://github.com/apache/spark/pull/23299#issuecomment-447540460
 
 
   Thanks Dongjoon.


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[GitHub] xuanyuanking commented on issue #23300: [SPARK-26327][SQL][BACKPORT-2.2] Bug fix for `FileSourceScanExec` metrics update

2018-12-14 Thread GitBox
xuanyuanking commented on issue #23300: [SPARK-26327][SQL][BACKPORT-2.2] Bug 
fix for `FileSourceScanExec` metrics update
URL: https://github.com/apache/spark/pull/23300#issuecomment-447540390
 
 
   Thanks Dongjoon.


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[GitHub] asfgit closed pull request #23311: [SPARK-26362][CORE] Remove 'spark.driver.allowMultipleContexts' to disallow multiple creation of SparkContexts

2018-12-14 Thread GitBox
asfgit closed pull request #23311: [SPARK-26362][CORE] Remove 
'spark.driver.allowMultipleContexts' to disallow multiple creation of 
SparkContexts
URL: https://github.com/apache/spark/pull/23311
 
 
   

This is a PR merged from a forked repository.
As GitHub hides the original diff on merge, it is displayed below for
the sake of provenance:

As this is a foreign pull request (from a fork), the diff is supplied
below (as it won't show otherwise due to GitHub magic):

diff --git a/core/src/main/scala/org/apache/spark/SparkContext.scala 
b/core/src/main/scala/org/apache/spark/SparkContext.scala
index 696dafda6d1ec..09cc346db0ed2 100644
--- a/core/src/main/scala/org/apache/spark/SparkContext.scala
+++ b/core/src/main/scala/org/apache/spark/SparkContext.scala
@@ -64,9 +64,8 @@ import org.apache.spark.util.logging.DriverLogger
  * Main entry point for Spark functionality. A SparkContext represents the 
connection to a Spark
  * cluster, and can be used to create RDDs, accumulators and broadcast 
variables on that cluster.
  *
- * Only one SparkContext may be active per JVM.  You must `stop()` the active 
SparkContext before
- * creating a new one.  This limitation may eventually be removed; see 
SPARK-2243 for more details.
- *
+ * @note Only one `SparkContext` should be active per JVM. You must `stop()` 
the
+ *   active `SparkContext` before creating a new one.
  * @param config a Spark Config object describing the application 
configuration. Any settings in
  *   this config overrides the default configs as well as system properties.
  */
@@ -75,14 +74,10 @@ class SparkContext(config: SparkConf) extends Logging {
   // The call site where this SparkContext was constructed.
   private val creationSite: CallSite = Utils.getCallSite()
 
-  // If true, log warnings instead of throwing exceptions when multiple 
SparkContexts are active
-  private val allowMultipleContexts: Boolean =
-config.getBoolean("spark.driver.allowMultipleContexts", false)
-
   // In order to prevent multiple SparkContexts from being active at the same 
time, mark this
   // context as having started construction.
   // NOTE: this must be placed at the beginning of the SparkContext 
constructor.
-  SparkContext.markPartiallyConstructed(this, allowMultipleContexts)
+  SparkContext.markPartiallyConstructed(this)
 
   val startTime = System.currentTimeMillis()
 
@@ -2392,7 +2387,7 @@ class SparkContext(config: SparkConf) extends Logging {
   // In order to prevent multiple SparkContexts from being active at the same 
time, mark this
   // context as having finished construction.
   // NOTE: this must be placed at the end of the SparkContext constructor.
-  SparkContext.setActiveContext(this, allowMultipleContexts)
+  SparkContext.setActiveContext(this)
 }
 
 /**
@@ -2409,18 +2404,18 @@ object SparkContext extends Logging {
   private val SPARK_CONTEXT_CONSTRUCTOR_LOCK = new Object()
 
   /**
-   * The active, fully-constructed SparkContext.  If no SparkContext is 
active, then this is `null`.
+   * The active, fully-constructed SparkContext. If no SparkContext is active, 
then this is `null`.
*
-   * Access to this field is guarded by SPARK_CONTEXT_CONSTRUCTOR_LOCK.
+   * Access to this field is guarded by `SPARK_CONTEXT_CONSTRUCTOR_LOCK`.
*/
   private val activeContext: AtomicReference[SparkContext] =
 new AtomicReference[SparkContext](null)
 
   /**
-   * Points to a partially-constructed SparkContext if some thread is in the 
SparkContext
+   * Points to a partially-constructed SparkContext if another thread is in 
the SparkContext
* constructor, or `None` if no SparkContext is being constructed.
*
-   * Access to this field is guarded by SPARK_CONTEXT_CONSTRUCTOR_LOCK
+   * Access to this field is guarded by `SPARK_CONTEXT_CONSTRUCTOR_LOCK`.
*/
   private var contextBeingConstructed: Option[SparkContext] = None
 
@@ -2428,24 +2423,16 @@ object SparkContext extends Logging {
* Called to ensure that no other SparkContext is running in this JVM.
*
* Throws an exception if a running context is detected and logs a warning 
if another thread is
-   * constructing a SparkContext.  This warning is necessary because the 
current locking scheme
+   * constructing a SparkContext. This warning is necessary because the 
current locking scheme
* prevents us from reliably distinguishing between cases where another 
context is being
* constructed and cases where another constructor threw an exception.
*/
-  private def assertNoOtherContextIsRunning(
-  sc: SparkContext,
-  allowMultipleContexts: Boolean): Unit = {
+  private def assertNoOtherContextIsRunning(sc: SparkContext): Unit = {
 SPARK_CONTEXT_CONSTRUCTOR_LOCK.synchronized {
   Option(activeContext.get()).filter(_ ne sc).foreach { ctx =>
-  val errMsg = "Only one SparkContext may be running in this JVM (see 
SPARK-2243)." +
-" To ignore this error, set spark.driver.allowMultipleContexts = 
true. " +
+ 

[GitHub] asfgit closed pull request #23294: [SPARK-26265][Core][Followup] Put freePage into a finally block

2018-12-14 Thread GitBox
asfgit closed pull request #23294: [SPARK-26265][Core][Followup] Put freePage 
into a finally block
URL: https://github.com/apache/spark/pull/23294
 
 
   

This is a PR merged from a forked repository.
As GitHub hides the original diff on merge, it is displayed below for
the sake of provenance:

As this is a foreign pull request (from a fork), the diff is supplied
below (as it won't show otherwise due to GitHub magic):

diff --git 
a/core/src/main/java/org/apache/spark/unsafe/map/BytesToBytesMap.java 
b/core/src/main/java/org/apache/spark/unsafe/map/BytesToBytesMap.java
index fbba002f1f80f..7df8aafb2b674 100644
--- a/core/src/main/java/org/apache/spark/unsafe/map/BytesToBytesMap.java
+++ b/core/src/main/java/org/apache/spark/unsafe/map/BytesToBytesMap.java
@@ -262,36 +262,39 @@ private void advanceToNextPage() {
   // reference to the page to free and free it after releasing the lock of 
`MapIterator`.
   MemoryBlock pageToFree = null;
 
-  synchronized (this) {
-int nextIdx = dataPages.indexOf(currentPage) + 1;
-if (destructive && currentPage != null) {
-  dataPages.remove(currentPage);
-  pageToFree = currentPage;
-  nextIdx --;
-}
-if (dataPages.size() > nextIdx) {
-  currentPage = dataPages.get(nextIdx);
-  pageBaseObject = currentPage.getBaseObject();
-  offsetInPage = currentPage.getBaseOffset();
-  recordsInPage = UnsafeAlignedOffset.getSize(pageBaseObject, 
offsetInPage);
-  offsetInPage += UnsafeAlignedOffset.getUaoSize();
-} else {
-  currentPage = null;
-  if (reader != null) {
-handleFailedDelete();
+  try {
+synchronized (this) {
+  int nextIdx = dataPages.indexOf(currentPage) + 1;
+  if (destructive && currentPage != null) {
+dataPages.remove(currentPage);
+pageToFree = currentPage;
+nextIdx--;
   }
-  try {
-Closeables.close(reader, /* swallowIOException = */ false);
-reader = spillWriters.getFirst().getReader(serializerManager);
-recordsInPage = -1;
-  } catch (IOException e) {
-// Scala iterator does not handle exception
-Platform.throwException(e);
+  if (dataPages.size() > nextIdx) {
+currentPage = dataPages.get(nextIdx);
+pageBaseObject = currentPage.getBaseObject();
+offsetInPage = currentPage.getBaseOffset();
+recordsInPage = UnsafeAlignedOffset.getSize(pageBaseObject, 
offsetInPage);
+offsetInPage += UnsafeAlignedOffset.getUaoSize();
+  } else {
+currentPage = null;
+if (reader != null) {
+  handleFailedDelete();
+}
+try {
+  Closeables.close(reader, /* swallowIOException = */ false);
+  reader = spillWriters.getFirst().getReader(serializerManager);
+  recordsInPage = -1;
+} catch (IOException e) {
+  // Scala iterator does not handle exception
+  Platform.throwException(e);
+}
   }
 }
-  }
-  if (pageToFree != null) {
-freePage(pageToFree);
+  } finally {
+if (pageToFree != null) {
+  freePage(pageToFree);
+}
   }
 }
 


 


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[GitHub] HyukjinKwon commented on issue #23311: [SPARK-26362][CORE] Remove 'spark.driver.allowMultipleContexts' to disallow multiple creation of SparkContexts

2018-12-14 Thread GitBox
HyukjinKwon commented on issue #23311: [SPARK-26362][CORE] Remove 
'spark.driver.allowMultipleContexts' to disallow multiple creation of 
SparkContexts
URL: https://github.com/apache/spark/pull/23311#issuecomment-447540127
 
 
   Merged to master.


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[GitHub] HyukjinKwon commented on issue #23294: [SPARK-26265][Core][Followup] Put freePage into a finally block

2018-12-14 Thread GitBox
HyukjinKwon commented on issue #23294: [SPARK-26265][Core][Followup] Put 
freePage into a finally block
URL: https://github.com/apache/spark/pull/23294#issuecomment-447540018
 
 
   tests were already passed for the same commit at 
https://github.com/apache/spark/pull/23294#issuecomment-446868590
   
   Merged to master and branch-2.4.


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[GitHub] AmplabJenkins removed a comment on issue #23303: [SPARK-26352][SQL] join reorder should not change the order of output attributes

2018-12-14 Thread GitBox
AmplabJenkins removed a comment on issue #23303: [SPARK-26352][SQL] join 
reorder should not change the order of output attributes
URL: https://github.com/apache/spark/pull/23303#issuecomment-447539836
 
 
   Test FAILed.
   Refer to this link for build results (access rights to CI server needed): 
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[GitHub] AmplabJenkins commented on issue #23303: [SPARK-26352][SQL] join reorder should not change the order of output attributes

2018-12-14 Thread GitBox
AmplabJenkins commented on issue #23303: [SPARK-26352][SQL] join reorder should 
not change the order of output attributes
URL: https://github.com/apache/spark/pull/23303#issuecomment-447539834
 
 
   Merged build finished. Test FAILed.


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[GitHub] AmplabJenkins removed a comment on issue #23303: [SPARK-26352][SQL] join reorder should not change the order of output attributes

2018-12-14 Thread GitBox
AmplabJenkins removed a comment on issue #23303: [SPARK-26352][SQL] join 
reorder should not change the order of output attributes
URL: https://github.com/apache/spark/pull/23303#issuecomment-447539834
 
 
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[GitHub] AmplabJenkins commented on issue #23303: [SPARK-26352][SQL] join reorder should not change the order of output attributes

2018-12-14 Thread GitBox
AmplabJenkins commented on issue #23303: [SPARK-26352][SQL] join reorder should 
not change the order of output attributes
URL: https://github.com/apache/spark/pull/23303#issuecomment-447539836
 
 
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[GitHub] SparkQA removed a comment on issue #23303: [SPARK-26352][SQL] join reorder should not change the order of output attributes

2018-12-14 Thread GitBox
SparkQA removed a comment on issue #23303: [SPARK-26352][SQL] join reorder 
should not change the order of output attributes
URL: https://github.com/apache/spark/pull/23303#issuecomment-447531156
 
 
   **[Test build #100173 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/100173/testReport)**
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[`385cbd3`](https://github.com/apache/spark/commit/385cbd349b26ef427097d75074693ccff1a19fbb).


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[GitHub] SparkQA commented on issue #23303: [SPARK-26352][SQL] join reorder should not change the order of output attributes

2018-12-14 Thread GitBox
SparkQA commented on issue #23303: [SPARK-26352][SQL] join reorder should not 
change the order of output attributes
URL: https://github.com/apache/spark/pull/23303#issuecomment-447539799
 
 
   **[Test build #100173 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/100173/testReport)**
 for PR 23303 at commit 
[`385cbd3`](https://github.com/apache/spark/commit/385cbd349b26ef427097d75074693ccff1a19fbb).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] kiszk commented on a change in pull request #23171: [SPARK-26205][SQL] Optimize In for bytes, shorts, ints

2018-12-14 Thread GitBox
kiszk commented on a change in pull request #23171: [SPARK-26205][SQL] Optimize 
In for bytes, shorts, ints
URL: https://github.com/apache/spark/pull/23171#discussion_r241939270
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/predicates.scala
 ##
 @@ -335,6 +343,41 @@ case class In(value: Expression, list: Seq[Expression]) 
extends Predicate {
""".stripMargin)
   }
 
+  private def genCodeWithSwitch(ctx: CodegenContext, ev: ExprCode): ExprCode = 
{
+val (nullLiterals, nonNullLiterals) = list.partition {
+  case Literal(null, _) => true
+  case _ => false
+}
+val listGen = nonNullLiterals.map(_.genCode(ctx))
+val valueGen = value.genCode(ctx)
+
+val caseBranches = listGen.map(literal =>
+  s"""
+ |case ${literal.value}:
+ |  ${ev.value} = true;
+ |  break;
+   """.stripMargin)
+
+ev.copy(code =
+  code"""
+ |${valueGen.code}
+ |${CodeGenerator.JAVA_BOOLEAN} ${ev.isNull} = ${valueGen.isNull};
+ |${CodeGenerator.JAVA_BOOLEAN} ${ev.value} = false;
+ |if (!${valueGen.isNull}) {
+ |  switch (${valueGen.value}) {
+ |${caseBranches.mkString("")}
+ |default:
+ |  ${ev.isNull} = ${nullLiterals.nonEmpty};
+ |  }
+ |}
+   """.stripMargin)
+  }
+
+  private def isSwitchCompatible: Boolean = list.forall {
 
 Review comment:
   Could you please take care of the following limitation of Java switch 
statement, too?
   > npairs pairs of signed 32-bit values
   
   
https://docs.oracle.com/javase/specs/jvms/se8/html/jvms-6.html#jvms-6.5.lookupswitch
   
https://docs.oracle.com/javase/specs/jvms/se8/html/jvms-6.html#jvms-6.5.tableswitch


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[GitHub] viirya commented on issue #23271: [SPARK-26318][SQL] Enhance function merge performance in Row

2018-12-14 Thread GitBox
viirya commented on issue #23271: [SPARK-26318][SQL] Enhance function merge 
performance in Row
URL: https://github.com/apache/spark/pull/23271#issuecomment-447538351
 
 
   And don't forget to update the PR title and description too.


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[GitHub] viirya commented on a change in pull request #23271: [SPARK-26318][SQL] Enhance function merge performance in Row

2018-12-14 Thread GitBox
viirya commented on a change in pull request #23271: [SPARK-26318][SQL] Enhance 
function merge performance in Row
URL: https://github.com/apache/spark/pull/23271#discussion_r241938910
 
 

 ##
 File path: sql/catalyst/src/main/scala/org/apache/spark/sql/Row.scala
 ##
 @@ -57,9 +57,29 @@ object Row {
   /**
* Merge multiple rows into a single row, one after another.
*/
+
+  @deprecated("This method is deprecated and will be removed in future 
versions.", "3.0.0")
   def merge(rows: Row*): Row = {
-// TODO: Improve the performance of this if used in performance critical 
part.
-new GenericRow(rows.flatMap(_.toSeq).toArray)
+var fSize, sSize = rows.size
+var number = 0
+
+while (fSize != 0) {
+  fSize -= 1
+  number += rows(fSize).size
+}
+
+val container = Array.ofDim[Any](number)
+
+while (sSize != 0) {
+  sSize -= 1
+  var ssSize = rows(sSize).size
+  while (ssSize != 0) {
+number -= 1
+ssSize -= 1
+container(number) = rows(sSize)(ssSize)
+  }
+}
 
 Review comment:
   yea, it is not used before and is deprecated now. We don't need to do this 
optimization.


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[GitHub] AmplabJenkins removed a comment on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

2018-12-14 Thread GitBox
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[GitHub] AmplabJenkins removed a comment on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

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[GitHub] AmplabJenkins commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

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[GitHub] AmplabJenkins commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

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[GitHub] SparkQA commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

2018-12-14 Thread GitBox
SparkQA commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs 
metrics to Metrics system
URL: https://github.com/apache/spark/pull/23306#issuecomment-447535766
 
 
   **[Test build #100175 has 
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[GitHub] rezasafi commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

2018-12-14 Thread GitBox
rezasafi commented on issue #23306: [SPARK-26357][Core] Expose executors' 
procfs metrics to Metrics system
URL: https://github.com/apache/spark/pull/23306#issuecomment-447535703
 
 
   Flaky test. Jenkins retest this please.


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[GitHub] AmplabJenkins removed a comment on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

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[GitHub] AmplabJenkins removed a comment on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

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[GitHub] AmplabJenkins commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

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[GitHub] SparkQA removed a comment on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

2018-12-14 Thread GitBox
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URL: https://github.com/apache/spark/pull/23306#issuecomment-447520824
 
 
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[GitHub] AmplabJenkins commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

2018-12-14 Thread GitBox
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[GitHub] SparkQA commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs metrics to Metrics system

2018-12-14 Thread GitBox
SparkQA commented on issue #23306: [SPARK-26357][Core] Expose executors' procfs 
metrics to Metrics system
URL: https://github.com/apache/spark/pull/23306#issuecomment-447535448
 
 
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[`e01779c`](https://github.com/apache/spark/commit/e01779cff25f5f465350f076d9d05c61e4931e71).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] AmplabJenkins removed a comment on issue #23294: [SPARK-26265][Core][Followup] Put freePage into a finally block

2018-12-14 Thread GitBox
AmplabJenkins removed a comment on issue #23294: [SPARK-26265][Core][Followup] 
Put freePage into a finally block
URL: https://github.com/apache/spark/pull/23294#issuecomment-447535136
 
 
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[GitHub] AmplabJenkins removed a comment on issue #23294: [SPARK-26265][Core][Followup] Put freePage into a finally block

2018-12-14 Thread GitBox
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[GitHub] AmplabJenkins commented on issue #23294: [SPARK-26265][Core][Followup] Put freePage into a finally block

2018-12-14 Thread GitBox
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[GitHub] AmplabJenkins commented on issue #23294: [SPARK-26265][Core][Followup] Put freePage into a finally block

2018-12-14 Thread GitBox
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[GitHub] SparkQA commented on issue #23294: [SPARK-26265][Core][Followup] Put freePage into a finally block

2018-12-14 Thread GitBox
SparkQA commented on issue #23294: [SPARK-26265][Core][Followup] Put freePage 
into a finally block
URL: https://github.com/apache/spark/pull/23294#issuecomment-447535123
 
 
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[GitHub] HyukjinKwon commented on issue #23294: [SPARK-26265][Core][Followup] Put freePage into a finally block

2018-12-14 Thread GitBox
HyukjinKwon commented on issue #23294: [SPARK-26265][Core][Followup] Put 
freePage into a finally block
URL: https://github.com/apache/spark/pull/23294#issuecomment-447534883
 
 
   retest this please


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[GitHub] HyukjinKwon commented on issue #23271: [SPARK-26318][SQL] Enhance function merge performance in Row

2018-12-14 Thread GitBox
HyukjinKwon commented on issue #23271: [SPARK-26318][SQL] Enhance function 
merge performance in Row
URL: https://github.com/apache/spark/pull/23271#issuecomment-447534828
 
 
   Let's target to deprecate the API in this PR.


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[GitHub] HyukjinKwon commented on a change in pull request #23271: [SPARK-26318][SQL] Enhance function merge performance in Row

2018-12-14 Thread GitBox
HyukjinKwon commented on a change in pull request #23271: [SPARK-26318][SQL] 
Enhance function merge performance in Row
URL: https://github.com/apache/spark/pull/23271#discussion_r241937089
 
 

 ##
 File path: sql/catalyst/src/main/scala/org/apache/spark/sql/Row.scala
 ##
 @@ -57,9 +57,29 @@ object Row {
   /**
* Merge multiple rows into a single row, one after another.
*/
+
+  @deprecated("This method is deprecated and will be removed in future 
versions.", "3.0.0")
   def merge(rows: Row*): Row = {
-// TODO: Improve the performance of this if used in performance critical 
part.
-new GenericRow(rows.flatMap(_.toSeq).toArray)
+var fSize, sSize = rows.size
+var number = 0
+
+while (fSize != 0) {
+  fSize -= 1
+  number += rows(fSize).size
+}
+
+val container = Array.ofDim[Any](number)
+
+while (sSize != 0) {
+  sSize -= 1
+  var ssSize = rows(sSize).size
+  while (ssSize != 0) {
+number -= 1
+ssSize -= 1
+container(number) = rows(sSize)(ssSize)
+  }
+}
 
 Review comment:
   I would just leave the function as was. It will be removed in the next 
release anyway.


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[GitHub] liyinan926 commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

2018-12-14 Thread GitBox
liyinan926 commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor 
spark-app-selector label mism…
URL: https://github.com/apache/spark/pull/23322#issuecomment-447534192
 
 
   Jenkins ok to test


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[GitHub] suxingfate commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor spark-app-selector label mism…

2018-12-14 Thread GitBox
suxingfate commented on issue #23322: [SPARK-25922][K8] Spark Driver/Executor 
spark-app-selector label mism…
URL: https://github.com/apache/spark/pull/23322#issuecomment-447534051
 
 
   Updated KubernetesClusterSchedulerBackendSuite to invoke override 
applicationId


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[GitHub] AmplabJenkins commented on issue #17654: [SPARK-20351] [ML] Add trait hasTrainingSummary to replace the duplicate code

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[GitHub] AmplabJenkins commented on issue #17654: [SPARK-20351] [ML] Add trait hasTrainingSummary to replace the duplicate code

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