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[GitHub] [spark] HyukjinKwon commented on a change in pull request #28598: [SPARK-31785][SQL][TESTS] Add a helper function to test all parquet readers

2020-05-21 Thread GitBox


HyukjinKwon commented on a change in pull request #28598:
URL: https://github.com/apache/spark/pull/28598#discussion_r428987921



##
File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetTest.scala
##
@@ -162,4 +162,36 @@ private[sql] trait ParquetTest extends 
FileBasedDataSourceTest {
   protected def getResourceParquetFilePath(name: String): String = {
 Thread.currentThread().getContextClassLoader.getResource(name).toString
   }
+
+  def withParquetReaderFlags[T](vectorizedOSS: Boolean)
+(code: => T): T = {
+val sqlConfs = Seq(SQLConf.PARQUET_VECTORIZED_READER_ENABLED.key -> 
vectorizedOSS.toString)
+var ret = null.asInstanceOf[T]
+withSQLConf(sqlConfs: _*) { ret = code }
+ret
+  }
+
+  def withParquetReader[T](reader: String)(code: => T): T = reader match {
+case "parquet-mr" => withParquetReaderFlags(false)(code)
+case "vectorized-oss" => withParquetReaderFlags(true)(code)
+case unknown =>
+  // scalastyle:off throwerror
+  throw new NotImplementedError(s"Unsupported Parquet reader '$unknown'.")
+  // scalastyle:on throwerror
+  }
+
+  def withParquetReaders(readers: String*)(code: => Unit): Unit = for (reader 
<- readers) {
+// scalastyle:off
+println(s"with $reader reader")
+// scalastyle:on
+withParquetReader(reader)(code)
+  }
+
+  def withOssParquetReaders(code: => Unit): Unit = {
+withParquetReaders("parquet-mr", "vectorized-oss")(code)
+  }
+
+  def withAllParquetReaders(code: => Unit): Unit = {

Review comment:
   I would say code- > func but no big deal.





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[GitHub] [spark] maropu commented on a change in pull request #28600: [SPARK-31761][SQL] cast integer to Long to avoid IntegerOverflow for IntegralDivide operator

2020-05-21 Thread GitBox


maropu commented on a change in pull request #28600:
URL: https://github.com/apache/spark/pull/28600#discussion_r428987485



##
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/arithmetic.scala
##
@@ -337,11 +340,19 @@ trait DivModLike extends BinaryArithmetic {
 } else {
   s"${eval2.value} == 0"
 }
-val javaType = CodeGenerator.javaType(dataType)
+val isIntegralDiv = this.isInstanceOf[IntegralDivide]
+// From SPARK-16323 IntegralDivision returns Long data type
+val javaType = if (isIntegralDiv) JAVA_LONG else 
CodeGenerator.javaType(dataType)
+val operandJavaType = if (isIntegralDiv) operandsDataType match {
+  case _: IntegerType => JAVA_LONG

Review comment:
   Have you tried to fix this issue in `TypeCoercion`? It seems that is a 
more suitable place to fix it though.





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[GitHub] [spark] SparkQA commented on pull request #28560: [SPARK-27217][SQL] Nested column aliasing for more operators which can prune nested column

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[GitHub] [spark] dongjoon-hyun commented on pull request #27803: [SPARK-31049][SQL] Support nested adjacent generators, e.g., explode(explode(v))

2020-05-21 Thread GitBox


dongjoon-hyun commented on pull request #27803:
URL: https://github.com/apache/spark/pull/27803#issuecomment-632416179


   Sorry for being late, @maropu . +1 for revisit this later. Thanks.



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[GitHub] [spark] SparkQA commented on pull request #28485: [SPARK-31642] Add Pagination Support for Structured Streaming Page

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* This patch passes all tests.
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[GitHub] [spark] TJX2014 commented on a change in pull request #28534: [SPARK-31710][SQL] Adds TIMESTAMP_SECONDS, TIMESTAMP_MILLIS and TIMESTAMP_MICROS functions

2020-05-21 Thread GitBox


TJX2014 commented on a change in pull request #28534:
URL: https://github.com/apache/spark/pull/28534#discussion_r428984616



##
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/datetimeExpressions.scala
##
@@ -401,6 +401,83 @@ case class DayOfYear(child: Expression) extends 
UnaryExpression with ImplicitCas
   }
 }
 
+abstract class NumberToTimestampBase extends UnaryExpression
+  with ExpectsInputTypes {
+
+  protected def upScaleFactor: Long
+
+  override def inputTypes: Seq[AbstractDataType] = Seq(IntegralType)
+
+  override def dataType: DataType = TimestampType
+
+  override def nullSafeEval(input: Any): Any = {
+Math.multiplyExact(input.asInstanceOf[Number].longValue(), upScaleFactor)
+  }
+
+  override protected def doGenCode(ctx: CodegenContext, ev: ExprCode): 
ExprCode = {
+if (upScaleFactor == 1) {
+  defineCodeGen(ctx, ev, c => c)
+} else {
+  defineCodeGen(ctx, ev, c => s"java.lang.Math.multiplyExact($c, 
$upScaleFactor)")

Review comment:
   Yes, otherwise `java.lang.Math.multiplyExact(1230219000, 1000)` will 
cause the integer overflow.





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[GitHub] [spark] SparkQA commented on pull request #28601: [SPARK-31786][K8S][BUILD] Upgrade kubernetes-client to 4.9.2

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[GitHub] [spark] maropu closed pull request #27803: [SPARK-31049][SQL] Support nested adjacent generators, e.g., explode(explode(v))

2020-05-21 Thread GitBox


maropu closed pull request #27803:
URL: https://github.com/apache/spark/pull/27803


   



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[GitHub] [spark] github-actions[bot] commented on pull request #26503: [SPARK-29880][CORE][YARN] Handle submit exception when submit to federation cluster

2020-05-21 Thread GitBox


github-actions[bot] commented on pull request #26503:
URL: https://github.com/apache/spark/pull/26503#issuecomment-632409128


   We're closing this PR because it hasn't been updated in a while. This isn't 
a judgement on the merit of the PR in any way. It's just a way of keeping the 
PR queue manageable.
   If you'd like to revive this PR, please reopen it and ask a committer to 
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[GitHub] [spark] github-actions[bot] closed pull request #27231: [SPARK-28478][SQL] Remove redundant null checks

2020-05-21 Thread GitBox


github-actions[bot] closed pull request #27231:
URL: https://github.com/apache/spark/pull/27231


   



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[GitHub] [spark] github-actions[bot] commented on pull request #27213: [SPARK-30516][SQL] involve partition filters in the statistic estimation of FileScan

2020-05-21 Thread GitBox


github-actions[bot] commented on pull request #27213:
URL: https://github.com/apache/spark/pull/27213#issuecomment-632409120


   We're closing this PR because it hasn't been updated in a while. This isn't 
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   If you'd like to revive this PR, please reopen it and ask a committer to 
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[GitHub] [spark] github-actions[bot] closed pull request #27436: [SPARK-30705][SQL] Improve CaseWhen sub-expression equality

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github-actions[bot] closed pull request #27436:
URL: https://github.com/apache/spark/pull/27436


   



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[GitHub] [spark] SparkQA commented on pull request #28604: [SPARK-29854][SQL][TESTS] Add tests to check lpad/rpad throw an exception for invalid length input

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[GitHub] [spark] maropu commented on pull request #28604: [SPARK-29854][SQL][TESTS] Add tests to check lpad/rpad throw an exception for invalid length input

2020-05-21 Thread GitBox


maropu commented on pull request #28604:
URL: https://github.com/apache/spark/pull/28604#issuecomment-632408836


   @cloud-fan @gengliangwang I've checked the proposal in 
https://github.com/apache/spark/pull/27024 again and I think it's been already 
fixed in the master. So, we could close SPARK-29854 now. Just in case, I opened 
this PR to add trivial tests to check that. But, closing this PR looks okay if 
not needed. Could you check this?



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[GitHub] [spark] maropu opened a new pull request #28604: [SPARK-29854][SQL][TESTS] Add tests to check lpad/rpad throw an exception for invalid length input

2020-05-21 Thread GitBox


maropu opened a new pull request #28604:
URL: https://github.com/apache/spark/pull/28604


   
   
   ### What changes were proposed in this pull request?
   
   This PR intends to add trivial tests to check 
https://github.com/apache/spark/pull/27024 has already been fixed in the master.
   
   Closes #27024
   
   ### Why are the changes needed?
   
   For test coverage.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   Added tests.
   



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[GitHub] [spark] viirya commented on a change in pull request #28560: [SPARK-27217][SQL] Nested column aliasing for more operators which can prune nested column

2020-05-21 Thread GitBox


viirya commented on a change in pull request #28560:
URL: https://github.com/apache/spark/pull/28560#discussion_r428975902



##
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/NestedColumnAliasing.scala
##
@@ -48,7 +53,10 @@ object NestedColumnAliasing {
 case Project(projectList, child) =>
   Project(
 getNewProjectList(projectList, nestedFieldToAlias),
-replaceChildrenWithAliases(child, attrToAliases))
+replaceChildrenWithAliases(child, nestedFieldToAlias, attrToAliases))
+
+case other =>

Review comment:
   Let me leave some comments, running `canPruneOn` twice seems redundant.





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[GitHub] [spark] redsanket opened a new pull request #28603: [SPARK-31788][CORE] Fix UnionRDD of PairRDDs

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redsanket opened a new pull request #28603:
URL: https://github.com/apache/spark/pull/28603


   ### What changes were proposed in this pull request?
   UnionRDD of PairRDDs causing a bug. The fix is to check for instance type 
before proceeding
   
   ### Why are the changes needed?
   We can reproduce via
   
   SparkSession available as 'spark'.
   >>> rdd1 = sc.parallelize([1,2,3,4,5])
   >>> rdd2 = sc.parallelize([6,7,8,9,10])
   >>> pairRDD1 = rdd1.zip(rdd2)
   >>> unionRDD1 = sc.union([pairRDD1, pairRDD1])
   Traceback (most recent call last): File "", line 1, in  File 
"/home/gs/spark/latest/python/pyspark/context.py", line 870,
   in union jrdds[i] = rdds[i]._jrdd
   File 
"/home/gs/spark/latest/python/lib/py4j-0.10.9-src.zip/py4j/java_collections.py",
 line 238, in setitem File 
"/home/gs/spark/latest/python/lib/py4j-0.10.9-src.zip/py4j/java_collections.py",
 line 221,
   in __set_item File 
"/home/gs/spark/latest/python/lib/py4j-0.10.9-src.zip/py4j/protocol.py", line 
332, in get_return_value py4j.protocol.Py4JError: An error occurred while 
calling None.None. Trace: py4j.Py4JException: Cannot convert 
org.apache.spark.api.java.JavaPairRDD to org.apache.spark.api.java.JavaRDD at 
py4j.commands.ArrayCommand.convertArgument(ArrayCommand.java:166) at 
py4j.commands.ArrayCommand.setArray(ArrayCommand.java:144) at 
py4j.commands.ArrayCommand.execute(ArrayCommand.java:97) at 
py4j.GatewayConnection.run(GatewayConnection.java:238) at 
java.lang.Thread.run(Thread.java:748)
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   ### How was this patch tested?
   Tested with the reproduced piece of code above manually
   After the patch
   >>> rdd2 = sc.parallelize([6,7,8,9,10])
   >>> pairRDD1 = rdd1.zip(rdd2)
   >>> unionRDD1 = sc.union([pairRDD1, pairRDD1])
   >>> unionRDD1.collect()
   [(1, 6), (2, 7), (3, 8), (4, 9), (5, 10), (1, 6), (2, 7), (3, 8), (4, 9), 
(5, 10)]



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[GitHub] [spark] maropu commented on a change in pull request #28560: [SPARK-27217][SQL] Nested column aliasing for more operators which can prune nested column

2020-05-21 Thread GitBox


maropu commented on a change in pull request #28560:
URL: https://github.com/apache/spark/pull/28560#discussion_r428969502



##
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/NestedColumnAliasing.scala
##
@@ -48,7 +53,10 @@ object NestedColumnAliasing {
 case Project(projectList, child) =>
   Project(
 getNewProjectList(projectList, nestedFieldToAlias),
-replaceChildrenWithAliases(child, attrToAliases))
+replaceChildrenWithAliases(child, nestedFieldToAlias, attrToAliases))
+
+case other =>

Review comment:
   Ah, I see. Thanks for the check. If so, it might be better to explicitly 
filiter them here for readablity like `case other if canPruneOn(plan)`, or 
leave some comments about that. Both is okay to me.





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[GitHub] [spark] SparkQA commented on pull request #28601: [SPARK-31786][K8S][BUILD] Upgrade kubernetes-client to 4.9.2

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[GitHub] [spark] dongjoon-hyun commented on pull request #28601: [SPARK-31786][K8S][BUILD] Upgrade kubernetes-client to 4.9.2

2020-05-21 Thread GitBox


dongjoon-hyun commented on pull request #28601:
URL: https://github.com/apache/spark/pull/28601#issuecomment-632397839


   Since there is a revert on master branch 
(https://github.com/apache/spark/commit/db5e5fce68f7e3a724eb4516908c4ba9786b0db3),
 I'll rebase once more to make it sure.



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[GitHub] [spark] viirya commented on a change in pull request #28560: [SPARK-27217][SQL] Nested column aliasing for more operators which can prune nested column

2020-05-21 Thread GitBox


viirya commented on a change in pull request #28560:
URL: https://github.com/apache/spark/pull/28560#discussion_r428965331



##
File path: 
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/NestedColumnAliasingSuite.scala
##
@@ -341,6 +341,78 @@ class NestedColumnAliasingSuite extends SchemaPruningTest {
   .analyze
 comparePlans(optimized, expected)
   }
+
+  test("Nested field pruning for Aggregate") {
+val query1 = 
contact.groupBy($"id")(first($"name.first").as("first")).analyze

Review comment:
   ok, let me add some tests.





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[GitHub] [spark] viirya commented on a change in pull request #28560: [SPARK-27217][SQL] Nested column aliasing for more operators which can prune nested column

2020-05-21 Thread GitBox


viirya commented on a change in pull request #28560:
URL: https://github.com/apache/spark/pull/28560#discussion_r428965232



##
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/NestedColumnAliasing.scala
##
@@ -48,7 +53,10 @@ object NestedColumnAliasing {
 case Project(projectList, child) =>
   Project(
 getNewProjectList(projectList, nestedFieldToAlias),
-replaceChildrenWithAliases(child, attrToAliases))
+replaceChildrenWithAliases(child, nestedFieldToAlias, attrToAliases))
+
+case other =>

Review comment:
   Yea, `canPruneOn` decides what operator will be pruned on.
   
   





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[GitHub] [spark] SparkQA commented on pull request #28585: [SPARK-31765][WEBUI] Upgrade HtmlUnit >= 2.37.0

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[GitHub] [spark] SparkQA commented on pull request #28596: [SPARK-31784][CORE][TEST] Fix test BarrierTaskContextSuite."share messages with allGather() call"

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[GitHub] [spark] jiangxb1987 commented on pull request #28596: [SPARK-31784][CORE][TEST] Fix test BarrierTaskContextSuite."share messages with allGather() call"

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jiangxb1987 commented on pull request #28596:
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   retest this please



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[GitHub] [spark] jiangxb1987 commented on pull request #28579: [SPARK-31757][CORE] Improve HistoryServerDiskManager.updateAccessTime()

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jiangxb1987 commented on pull request #28579:
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   retest this please



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[GitHub] [spark] SparkQA commented on pull request #28602: Revert "[SPARK-31765][WEBUI] Upgrade HtmlUnit >= 2.37.0"

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[GitHub] [spark] gengliangwang closed pull request #28602: Revert "[SPARK-31765][WEBUI] Upgrade HtmlUnit >= 2.37.0"

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gengliangwang closed pull request #28602:
URL: https://github.com/apache/spark/pull/28602


   



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[GitHub] [spark] gengliangwang commented on pull request #28602: Revert "[SPARK-31765][WEBUI] Upgrade HtmlUnit >= 2.37.0"

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gengliangwang commented on pull request #28602:
URL: https://github.com/apache/spark/pull/28602#issuecomment-632387870


   Since this is the latest commit, I am going to merge it now.
   cc @sarutak 



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[GitHub] [spark] gengliangwang commented on pull request #28602: Revert "[SPARK-31765][WEBUI] Upgrade HtmlUnit >= 2.37.0"

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gengliangwang commented on pull request #28602:
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   See the discussion in 
https://github.com/apache/spark/pull/28585#issuecomment-632386519



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[GitHub] [spark] gengliangwang opened a new pull request #28602: Revert "[SPARK-31765][WEBUI] Upgrade HtmlUnit >= 2.37.0"

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gengliangwang opened a new pull request #28602:
URL: https://github.com/apache/spark/pull/28602


   This reverts commit 92877c4ef2ad113c156b7d9c359f396187c78fa3.
   
   



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[GitHub] [spark] gengliangwang commented on pull request #28585: [SPARK-31765][WEBUI] Upgrade HtmlUnit >= 2.37.0

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gengliangwang commented on pull request #28585:
URL: https://github.com/apache/spark/pull/28585#issuecomment-632387056


   @sarutak sorry about that, let me do the revert



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[GitHub] [spark] sarutak commented on pull request #28585: [SPARK-31765][WEBUI] Upgrade HtmlUnit >= 2.37.0

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sarutak commented on pull request #28585:
URL: https://github.com/apache/spark/pull/28585#issuecomment-632386519


   @gengliangwang This PR doesn't pass test.
   As I mentioned 
[here](https://github.com/apache/spark/pull/28585#issuecomment-631255845), 
#28578 should be merged first.



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[GitHub] [spark] SparkQA commented on pull request #28601: [SPARK-31786][K8S][BUILD] Upgrade kubernetes-client to 4.10.1

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[GitHub] [spark] huaxingao commented on pull request #28595: [SPARK-31781][ML][PySpark] Move param k (number of clusters) to shared params

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huaxingao commented on pull request #28595:
URL: https://github.com/apache/spark/pull/28595#issuecomment-632379756


   I think this is an okay abstraction because ```k``` corresponds to number of 
clusters. Selecting the number of clusters is similar for the five different 
clustering algorithms.



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[GitHub] [spark] dongjoon-hyun opened a new pull request #28601: [SPARK-31786][K8S][BUILD] Upgrade kubernetes-client to 4.10.0

2020-05-21 Thread GitBox


dongjoon-hyun opened a new pull request #28601:
URL: https://github.com/apache/spark/pull/28601


   
   
   ### What changes were proposed in this pull request?
   
   
   
   ### Why are the changes needed?
   
   
   
   ### Does this PR introduce _any_ user-facing change?
   
   
   
   ### How was this patch tested?
   
   



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[GitHub] [spark] huaxingao commented on pull request #28553: [SPARK-31734][ML][PySpark] Add weight support in ClusteringEvaluator

2020-05-21 Thread GitBox


huaxingao commented on pull request #28553:
URL: https://github.com/apache/spark/pull/28553#issuecomment-632375218


   Added the check to make sure weights are all positive.
   We probably need to do this for everything that has instance weight support. 
I will open a ticket to fix all of them?



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[GitHub] [spark] SparkQA commented on pull request #27617: [SPARK-30865][SQL] Refactor DateTimeUtils

2020-05-21 Thread GitBox


SparkQA commented on pull request #27617:
URL: https://github.com/apache/spark/pull/27617#issuecomment-632375108


   **[Test build #122939 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/122939/testReport)**
 for PR 27617 at commit 
[`1eb480a`](https://github.com/apache/spark/commit/1eb480ae0fc81924f26235b1e81f7a9b2b4ae9a0).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.



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[GitHub] [spark] SparkQA removed a comment on pull request #27617: [SPARK-30865][SQL] Refactor DateTimeUtils

2020-05-21 Thread GitBox


SparkQA removed a comment on pull request #27617:
URL: https://github.com/apache/spark/pull/27617#issuecomment-632243446


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[GitHub] [spark] AmplabJenkins removed a comment on pull request #28598: [SPARK-31785][SQL][TESTS] Add a helper function to test all parquet readers

2020-05-21 Thread GitBox


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[GitHub] [spark] AmplabJenkins commented on pull request #28598: [SPARK-31785][SQL][TESTS] Add a helper function to test all parquet readers

2020-05-21 Thread GitBox


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URL: https://github.com/apache/spark/pull/28598#issuecomment-632359781







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[GitHub] [spark] SparkQA removed a comment on pull request #28598: [SPARK-31785][SQL][TESTS] Add a helper function to test all parquet readers

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SparkQA removed a comment on pull request #28598:
URL: https://github.com/apache/spark/pull/28598#issuecomment-63711


   **[Test build #122936 has 
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[GitHub] [spark] SparkQA commented on pull request #28598: [SPARK-31785][SQL][TESTS] Add a helper function to test all parquet readers

2020-05-21 Thread GitBox


SparkQA commented on pull request #28598:
URL: https://github.com/apache/spark/pull/28598#issuecomment-632358944


   **[Test build #122936 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/122936/testReport)**
 for PR 28598 at commit 
[`5ffc1e4`](https://github.com/apache/spark/commit/5ffc1e43c6617e33b9750eb3c9032421c4d1cdca).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.



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[GitHub] [spark] dongjoon-hyun commented on pull request #28544: [SPARK-31387][SQL] Handle unknown operation/session ID in HiveThriftServer2Listener

2020-05-21 Thread GitBox


dongjoon-hyun commented on pull request #28544:
URL: https://github.com/apache/spark/pull/28544#issuecomment-632352326


   It seems that this causes consistent failures in SBT in branch-3.0 with Hive 
2.7.
   - 
https://amplab.cs.berkeley.edu/jenkins/view/Spark%20QA%20Test%20(Dashboard)/job/spark-branch-3.0-test-sbt-hadoop-2.7-hive-2.3/526/
   
   This is the opposite situation. Sorry again. My bad. I had a wrong 
assumption that this PR has no problem in SBT because it passed SBT before. For 
now, the new failure is only at 3.0. To stabilize branch-3.0, I'll revert this 
from `branch-3.0` only.



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[GitHub] [spark] kuhushukla commented on a change in pull request #28600: [SPARK-31761][SQL] cast integer to Long to avoid IntegerOverflow for IntegralDivide operator

2020-05-21 Thread GitBox


kuhushukla commented on a change in pull request #28600:
URL: https://github.com/apache/spark/pull/28600#discussion_r428917111



##
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/arithmetic.scala
##
@@ -423,13 +434,21 @@ case class IntegralDivide(
 
   private lazy val div: (Any, Any) => Any = {
 val integral = left.dataType match {
+  // if it is of Integer type than cast it to Long

Review comment:
   Nit: than -> then





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[GitHub] [spark] dongjoon-hyun commented on pull request #28599: [SPARK-31787][K8S][TESTS][2.4] Fix Minikube.getIfNewMinikubeStatus to understand 1.5+

2020-05-21 Thread GitBox


dongjoon-hyun commented on pull request #28599:
URL: https://github.com/apache/spark/pull/28599#issuecomment-632347920


   Merged to branch-2.4.



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