[GitHub] [spark] MaxGekk commented on a change in pull request #28824: [SPARK-31984][SQL] Make micros rebasing functions via local timestamps pure

2020-06-16 Thread GitBox


MaxGekk commented on a change in pull request #28824:
URL: https://github.com/apache/spark/pull/28824#discussion_r440628505



##
File path: 
sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/util/RebaseDateTimeSuite.scala
##
@@ -416,38 +418,39 @@ class RebaseDateTimeSuite extends SparkFunSuite with 
Matchers with SQLHelper {
 // clocks were moved backward to become Sunday, 18 November, 1945 01:00:00 
AM.
 // In this way, the overlap happened w/o Daylight Saving Time.
 val hkZid = getZoneId("Asia/Hong_Kong")
+var expected = "1945-11-18 01:30:00.0"
+var ldt = LocalDateTime.of(1945, 11, 18, 1, 30, 0)
+var earlierMicros = 
instantToMicros(ldt.atZone(hkZid).withEarlierOffsetAtOverlap().toInstant)
+var laterMicros = 
instantToMicros(ldt.atZone(hkZid).withLaterOffsetAtOverlap().toInstant)
+var overlapInterval = MICROS_PER_HOUR
+if (earlierMicros + overlapInterval != laterMicros) {
+  // Old JDK might have an outdated time zone database.
+  // See https://bugs.openjdk.java.net/browse/JDK-8228469: "Hong Kong ... 
Its 1945 transition
+  // from JST to HKT was on 11-18 at 02:00, not 09-15 at 00:00"
+  expected = "1945-09-14 23:30:00.0"
+  ldt = LocalDateTime.of(1945, 9, 14, 23, 30, 0)
+  earlierMicros = 
instantToMicros(ldt.atZone(hkZid).withEarlierOffsetAtOverlap().toInstant)
+  laterMicros = 
instantToMicros(ldt.atZone(hkZid).withLaterOffsetAtOverlap().toInstant)
+  // If time zone db doesn't have overlapping at all, set the overlap 
interval to zero.
+  overlapInterval = laterMicros - earlierMicros
+}
+val hkTz = TimeZone.getTimeZone(hkZid)
+val rebasedEarlierMicros = rebaseGregorianToJulianMicros(hkTz, 
earlierMicros)
+val rebasedLaterMicros = rebaseGregorianToJulianMicros(hkTz, laterMicros)
+assert(rebasedEarlierMicros + overlapInterval === rebasedLaterMicros)
 withDefaultTimeZone(hkZid) {
-  var expected = "1945-11-18 01:30:00.0"
-  var ldt = LocalDateTime.of(1945, 11, 18, 1, 30, 0)
-  var earlierMicros = 
instantToMicros(ldt.atZone(hkZid).withEarlierOffsetAtOverlap().toInstant)
-  var laterMicros = 
instantToMicros(ldt.atZone(hkZid).withLaterOffsetAtOverlap().toInstant)
-  var overlapInterval = MICROS_PER_HOUR
-  if (earlierMicros + overlapInterval != laterMicros) {
-// Old JDK might have an outdated time zone database.
-// See https://bugs.openjdk.java.net/browse/JDK-8228469: "Hong Kong 
... Its 1945 transition
-// from JST to HKT was on 11-18 at 02:00, not 09-15 at 00:00"
-expected = "1945-09-14 23:30:00.0"
-ldt = LocalDateTime.of(1945, 9, 14, 23, 30, 0)
-earlierMicros = 
instantToMicros(ldt.atZone(hkZid).withEarlierOffsetAtOverlap().toInstant)
-laterMicros = 
instantToMicros(ldt.atZone(hkZid).withLaterOffsetAtOverlap().toInstant)
-// If time zone db doesn't have overlapping at all, set the overlap 
interval to zero.
-overlapInterval = laterMicros - earlierMicros
-  }
-  val rebasedEarlierMicros = rebaseGregorianToJulianMicros(hkZid, 
earlierMicros)
-  val rebasedLaterMicros = rebaseGregorianToJulianMicros(hkZid, 
laterMicros)
   def toTsStr(micros: Long): String = toJavaTimestamp(micros).toString
   assert(toTsStr(rebasedEarlierMicros) === expected)
   assert(toTsStr(rebasedLaterMicros) === expected)
-  assert(rebasedEarlierMicros + overlapInterval === rebasedLaterMicros)
   // Check optimized rebasing
   assert(rebaseGregorianToJulianMicros(earlierMicros) === 
rebasedEarlierMicros)
   assert(rebaseGregorianToJulianMicros(laterMicros) === rebasedLaterMicros)
   // Check reverse rebasing
   assert(rebaseJulianToGregorianMicros(rebasedEarlierMicros) === 
earlierMicros)
   assert(rebaseJulianToGregorianMicros(rebasedLaterMicros) === laterMicros)
   // Check reverse not-optimized rebasing

Review comment:
   No, they don't. Let me move them out of the default JVM time zone. 
Thanks.





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[GitHub] [spark] SparkQA commented on pull request #28836: [SPARK-31561][SQL] Add QUALIFY Clause

2020-06-16 Thread GitBox


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[GitHub] [spark] SparkQA commented on pull request #28824: [SPARK-31984][SQL] Make micros rebasing functions via local timestamps pure

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[GitHub] [spark] SparkQA commented on pull request #28710: [SPARK-31893][ML] Add a generic ClassificationSummary trait

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[GitHub] [spark] SparkQA commented on pull request #28837: [SPARK-31996][BUILD] Specify the version of ChromeDriver and RemoteWebDriver which can work with guava 14.0.1

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[GitHub] [spark] SparkQA commented on pull request #28835: [WIP][SPARK-31926][TESTS][FOLLOWUP][test-maven] Cleanup the thread local variable of hive metastore

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[GitHub] [spark] SparkQA commented on pull request #28831: [SPARK-31993][SQL] Evaluate children code whenever needed in both varargCounts/varargBuilds for 'concat_ws' for mixed string/array types of c

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[GitHub] [spark] SparkQA commented on pull request #28715: [SPARK-31897][SQL] Enable codegen for GenerateExec

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[GitHub] [spark] SparkQA commented on pull request #28746: [SPARK-31922][CORE] Fix "RpcEnv already stopped" error when exit spark-shell with local-cluster mode

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[GitHub] [spark] AmplabJenkins commented on pull request #28838: [SPARK-31997][SQL][TESTS] Drop test_udtf table when SingleSessionSuite test completed

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[GitHub] [spark] gengliangwang commented on a change in pull request #28810: [SPARK-31705][SQL][FOLLOWUP] Avoid the unnecessary CNF computation for full-outer joins

2020-06-16 Thread GitBox


gengliangwang commented on a change in pull request #28810:
URL: https://github.com/apache/spark/pull/28810#discussion_r440629435



##
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala
##
@@ -1334,13 +1340,13 @@ object PushPredicateThroughJoin extends 
Rule[LogicalPlan] with PredicateHelper {
 
   (rightFilterConditions ++ commonFilterCondition).
 reduceLeftOption(And).map(Filter(_, newJoin)).getOrElse(newJoin)
-case FullOuter => f // DO Nothing for Full Outer Join
-case NaturalJoin(_) => sys.error("Untransformed NaturalJoin node")
-case UsingJoin(_, _) => sys.error("Untransformed Using join node")
+
+case jt =>

Review comment:
   Nit: jt => other

##
File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/PushCNFPredicateThroughJoin.scala
##
@@ -53,9 +60,8 @@ object PushCNFPredicateThroughJoin extends Rule[LogicalPlan] 
with PredicateHelpe
 Join(newLeft, right, RightOuter, Some(joinCondition), hint)
   case LeftOuter | LeftAnti | ExistenceJoin(_) =>
 Join(left, newRight, joinType, Some(joinCondition), hint)
-  case FullOuter => j
-  case NaturalJoin(_) => sys.error("Untransformed NaturalJoin node")
-  case UsingJoin(_, _) => sys.error("Untransformed Using join node")
+  case jt =>

Review comment:
   ditto





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[GitHub] [spark] SparkQA commented on pull request #28810: [SPARK-31705][SQL][FOLLOWUP] Avoid the unnecessary CNF computation for full-outer joins

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[GitHub] [spark] SparkQA commented on pull request #28833: [SPARK-20680][SQL] Make null type in Spark sql to be compatible with Hive void datatype

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[GitHub] [spark] SparkQA commented on pull request #28799: [SPARK-31871][CORE][WEBUI][2.4] Display the canvas element icon for sorting column

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[GitHub] [spark] SparkQA commented on pull request #28838: [SPARK-31997][SQL][TESTS] Drop test_udtf table when SingleSessionSuite test completed

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   retest this please



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   retest this please



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   retest this please.



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   retest this please.



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[GitHub] [spark] maropu commented on a change in pull request #28715: [SPARK-31897][SQL] Enable codegen for GenerateExec

2020-06-16 Thread GitBox


maropu commented on a change in pull request #28715:
URL: https://github.com/apache/spark/pull/28715#discussion_r440635513



##
File path: 
sql/core/src/main/scala/org/apache/spark/sql/execution/GenerateExec.scala
##
@@ -226,14 +226,19 @@ case class GenerateExec(
   "0"
 }
 val numOutput = metricTerm(ctx, "numOutputRows")
+val requiredInput = {
+  input.zipWithIndex.flatMap { case (ev, i) =>
+if ((parent.inputSet).contains(child.output(i))) Seq(ev) else Seq()
+  }
+} ++ position ++ values

Review comment:
   more style nit: how about reformatting it ilke this?
   ```
   val requiredOutputVars = input.zip(child.output).filter(ev => 
parent.inputSet.contains(ev._2))
 .map(_._1) ++ position ++ values
   ```





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[GitHub] [spark] maropu commented on a change in pull request #28715: [SPARK-31897][SQL] Enable codegen for GenerateExec

2020-06-16 Thread GitBox


maropu commented on a change in pull request #28715:
URL: https://github.com/apache/spark/pull/28715#discussion_r440636071



##
File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/WholeStageCodegenSuite.scala
##
@@ -51,6 +51,86 @@ class WholeStageCodegenSuite extends QueryTest with 
SharedSparkSession
 assert(df.collect() === Array(Row(9, 4.5)))
   }
 
+  test("SPARK-31897: GenerateExec should be included in WholeStageCodegen") {
+import testImplicits._
+val arrayData = Seq(("James", Seq("Java", "Scala"), Map("hair" -> "black", 
"eye" -> "brown")))
+val df = arrayData.toDF("name", "knownLanguages", "properties")
+
+// Array - explode
+var expDF = df.select($"name", explode($"knownLanguages"), $"properties")
+var plan = expDF.queryExecution.executedPlan
+assert(plan.find {
+  case stage: WholeStageCodegenExec =>
+stage.find(_.isInstanceOf[GenerateExec]).isDefined
+  case _ => false
+}.isDefined)
+checkAnswer(expDF, Array(Row("James", "Java", Map("hair" -> "black", "eye" 
-> "brown")),
+  Row("James", "Scala", Map("hair" -> "black", "eye" -> "brown"
+
+

Review comment:
   nit : plz remove the one blank.





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[GitHub] [spark] maropu commented on a change in pull request #28715: [SPARK-31897][SQL] Enable codegen for GenerateExec

2020-06-16 Thread GitBox


maropu commented on a change in pull request #28715:
URL: https://github.com/apache/spark/pull/28715#discussion_r440635929



##
File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/WholeStageCodegenSuite.scala
##
@@ -51,6 +51,86 @@ class WholeStageCodegenSuite extends QueryTest with 
SharedSparkSession
 assert(df.collect() === Array(Row(9, 4.5)))
   }
 
+  test("SPARK-31897: GenerateExec should be included in WholeStageCodegen") {

Review comment:
   nit: please the prefix `SPARK-31897` because this is not a bug.





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[GitHub] [spark] maropu commented on a change in pull request #28715: [SPARK-31897][SQL] Enable codegen for GenerateExec

2020-06-16 Thread GitBox


maropu commented on a change in pull request #28715:
URL: https://github.com/apache/spark/pull/28715#discussion_r440636308



##
File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/WholeStageCodegenSuite.scala
##
@@ -51,6 +51,86 @@ class WholeStageCodegenSuite extends QueryTest with 
SharedSparkSession
 assert(df.collect() === Array(Row(9, 4.5)))
   }
 
+  test("SPARK-31897: GenerateExec should be included in WholeStageCodegen") {
+import testImplicits._
+val arrayData = Seq(("James", Seq("Java", "Scala"), Map("hair" -> "black", 
"eye" -> "brown")))
+val df = arrayData.toDF("name", "knownLanguages", "properties")
+
+// Array - explode
+var expDF = df.select($"name", explode($"knownLanguages"), $"properties")
+var plan = expDF.queryExecution.executedPlan
+assert(plan.find {
+  case stage: WholeStageCodegenExec =>
+stage.find(_.isInstanceOf[GenerateExec]).isDefined
+  case _ => false
+}.isDefined)
+checkAnswer(expDF, Array(Row("James", "Java", Map("hair" -> "black", "eye" 
-> "brown")),
+  Row("James", "Scala", Map("hair" -> "black", "eye" -> "brown"
+
+
+// Map - explode
+expDF = df.select($"name", $"knownLanguages", explode($"properties"))
+plan = expDF.queryExecution.executedPlan
+assert(plan.find {
+  case stage: WholeStageCodegenExec =>
+stage.find(_.isInstanceOf[GenerateExec]).isDefined
+  case _ => false
+}.isDefined)
+checkAnswer(expDF,
+  Array(Row("James", List("Java", "Scala"), "hair", "black"),
+Row("James", List("Java", "Scala"), "eye", "brown")))
+
+// Array - posexplode
+expDF = df.select($"name", posexplode($"knownLanguages"))
+plan = expDF.queryExecution.executedPlan
+assert(plan.find {
+  case stage: WholeStageCodegenExec =>
+stage.find(_.isInstanceOf[GenerateExec]).isDefined
+  case _ => false
+}.isDefined)
+checkAnswer(expDF,
+  Array(Row("James", 0, "Java"), Row("James", 1, "Scala")))
+
+// Map - posexplode
+expDF = df.select($"name", posexplode($"properties"))
+plan = expDF.queryExecution.executedPlan
+assert(plan.find {
+  case stage: WholeStageCodegenExec =>
+stage.find(_.isInstanceOf[GenerateExec]).isDefined
+  case _ => false
+}.isDefined)
+checkAnswer(expDF,
+  Array(Row("James", 0, "hair", "black"), Row("James", 1, "eye", "brown")))
+

Review comment:
   nit the single blank is enough?





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[GitHub] [spark] HeartSaVioR commented on pull request #28831: [SPARK-31993][SQL] Evaluate children code whenever needed in both varargCounts/varargBuilds for 'concat_ws' for mixed string/array types

2020-06-16 Thread GitBox


HeartSaVioR commented on pull request #28831:
URL: https://github.com/apache/spark/pull/28831#issuecomment-644582455


   retest this, please



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[GitHub] [spark] SparkQA commented on pull request #28831: [SPARK-31993][SQL] Evaluate children code whenever needed in both varargCounts/varargBuilds for 'concat_ws' for mixed string/array types of c

2020-06-16 Thread GitBox


SparkQA commented on pull request #28831:
URL: https://github.com/apache/spark/pull/28831#issuecomment-644583204


   **[Test build #124111 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/124111/testReport)**
 for PR 28831 at commit 
[`d75ad5a`](https://github.com/apache/spark/commit/d75ad5aee7d24f4037b950137d529ed2ed3fb1cb).



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[GitHub] [spark] AmplabJenkins commented on pull request #28831: [SPARK-31993][SQL] Evaluate children code whenever needed in both varargCounts/varargBuilds for 'concat_ws' for mixed string/array type

2020-06-16 Thread GitBox


AmplabJenkins commented on pull request #28831:
URL: https://github.com/apache/spark/pull/28831#issuecomment-644583693







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[GitHub] [spark] AmplabJenkins removed a comment on pull request #28831: [SPARK-31993][SQL] Evaluate children code whenever needed in both varargCounts/varargBuilds for 'concat_ws' for mixed string/ar

2020-06-16 Thread GitBox


AmplabJenkins removed a comment on pull request #28831:
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[GitHub] [spark] cloud-fan commented on a change in pull request #28593: [SPARK-31710][SQL] Fail casting numeric to timestamp by default

2020-06-16 Thread GitBox


cloud-fan commented on a change in pull request #28593:
URL: https://github.com/apache/spark/pull/28593#discussion_r440639844



##
File path: sql/hive/src/test/resources/golden/timestamp cast 
#3-0-732ed232ac592c5e7f7c913a88874fd2
##
@@ -1 +0,0 @@
-1.2

Review comment:
   It's OK. We have tests for casting double to timestamp in `CastSuite`.





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[GitHub] [spark] cloud-fan commented on a change in pull request #28593: [SPARK-31710][SQL] Fail casting numeric to timestamp by default

2020-06-16 Thread GitBox


cloud-fan commented on a change in pull request #28593:
URL: https://github.com/apache/spark/pull/28593#discussion_r440640021



##
File path: sql/hive/src/test/resources/golden/timestamp cast 
#3-0-732ed232ac592c5e7f7c913a88874fd2
##
@@ -1 +0,0 @@
-1.2

Review comment:
   BTW shall we remove this golden file since the test is removed?





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[GitHub] [spark] HyukjinKwon commented on pull request #28828: [SPARK-24634][SS][FOLLOWUP] Rename the variable from "numLateInputs" to "numRowsDroppedByWatermark"

2020-06-16 Thread GitBox


HyukjinKwon commented on pull request #28828:
URL: https://github.com/apache/spark/pull/28828#issuecomment-644591847


   Merged to master.



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[GitHub] [spark] HyukjinKwon closed pull request #28828: [SPARK-24634][SS][FOLLOWUP] Rename the variable from "numLateInputs" to "numRowsDroppedByWatermark"

2020-06-16 Thread GitBox


HyukjinKwon closed pull request #28828:
URL: https://github.com/apache/spark/pull/28828


   



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[GitHub] [spark] GuoPhilipse commented on a change in pull request #28593: [SPARK-31710][SQL] Fail casting numeric to timestamp by default

2020-06-16 Thread GitBox


GuoPhilipse commented on a change in pull request #28593:
URL: https://github.com/apache/spark/pull/28593#discussion_r440651295



##
File path: sql/hive/src/test/resources/golden/timestamp cast 
#3-0-732ed232ac592c5e7f7c913a88874fd2
##
@@ -1 +0,0 @@
-1.2

Review comment:
   Ah.i have removed it this early morning just fews minutes after your 
comment.  it has disappeared in last commit.and the following test also has 
been finished





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[GitHub] [spark] HeartSaVioR commented on pull request #28828: [SPARK-24634][SS][FOLLOWUP] Rename the variable from "numLateInputs" to "numRowsDroppedByWatermark"

2020-06-16 Thread GitBox


HeartSaVioR commented on pull request #28828:
URL: https://github.com/apache/spark/pull/28828#issuecomment-644609604


   Thanks all for reviewing and merging!



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[GitHub] [spark] LuciferYang commented on pull request #28838: [SPARK-31997][SQL][TESTS] Drop test_udtf table when SingleSessionSuite test completed

2020-06-16 Thread GitBox


LuciferYang commented on pull request #28838:
URL: https://github.com/apache/spark/pull/28838#issuecomment-644611045


   retest this please



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[GitHub] [spark] bart-samwel commented on pull request #28836: [SPARK-31561][SQL] Add QUALIFY Clause

2020-06-16 Thread GitBox


bart-samwel commented on pull request #28836:
URL: https://github.com/apache/spark/pull/28836#issuecomment-644615299


   I'm not a huge fan of this. For one thing, it is not in ANSI SQL 2016. 
AFAICT it's a Teradata extension that Snowflake adopted as well because they 
get a lot of Teradata workloads. To be honest, I find it confusing. There's 
already WHERE and HAVING, and QUALIFY follows HAVING but the evaluation order 
is different:
   
   Syntax: SELECT -> FROM -> WHERE -> GROUP BY -> **HAVING -> QUALIFY**
   Semantics: FROM -> WHERE -> GROUP BY -> **HAVING -> SELECT -> QUALIFY**
   
   And all it does is basically (SELECT * FROM (SELECT -> FROM -> WHERE -> 
GROUP BY -> HAVING) WHERE ...). To make this work they've invented a third 
synonym that basically means "filter", but the meaning is less clear than any 
of the other synonyms because the order in the syntax is right next to HAVING.
   



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[GitHub] [spark] xuanyuanking commented on pull request #28838: [SPARK-31997][SQL][TESTS] Drop test_udtf table when SingleSessionSuite test completed

2020-06-16 Thread GitBox


xuanyuanking commented on pull request #28838:
URL: https://github.com/apache/spark/pull/28838#issuecomment-644615113


   retest this please



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[GitHub] [spark] SparkQA commented on pull request #28838: [SPARK-31997][SQL][TESTS] Drop test_udtf table when SingleSessionSuite test completed

2020-06-16 Thread GitBox


SparkQA commented on pull request #28838:
URL: https://github.com/apache/spark/pull/28838#issuecomment-644616402


   **[Test build #124112 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/124112/testReport)**
 for PR 28838 at commit 
[`03bf55f`](https://github.com/apache/spark/commit/03bf55fe38a2a70b1b04326fd053c98e82b92d09).



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