[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24068#discussion_r293216015
 
 

 ##
 File path: sql/core/benchmarks/FilterPushdownBenchmark-results.txt
 ##
 @@ -2,669 +2,695 @@
 Pushdown for many distinct value case
 

 
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 0 string row (value IS NULL): Best/Avg Time(ms)Rate(M/s)   Per 
Row(ns)   Relative
-
-Parquet Vectorized  11405 / 11485  1.4 
725.1   1.0X
-Parquet Vectorized (Pushdown)  675 /  690 23.3 
 42.9  16.9X
-Native ORC Vectorized 7127 / 7170  2.2 
453.1   1.6X
-Native ORC Vectorized (Pushdown)   519 /  541 30.3 
 33.0  22.0X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 0 string row ('7864320' < value < '7864320'): Best/Avg Time(ms)
Rate(M/s)   Per Row(ns)   Relative
-
-Parquet Vectorized  11457 / 11473  1.4 
728.4   1.0X
-Parquet Vectorized (Pushdown)  656 /  686 24.0 
 41.7  17.5X
-Native ORC Vectorized 7328 / 7342  2.1 
465.9   1.6X
-Native ORC Vectorized (Pushdown)   539 /  565 29.2 
 34.2  21.3X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 1 string row (value = '7864320'): Best/Avg Time(ms)Rate(M/s)   Per 
Row(ns)   Relative
-
-Parquet Vectorized  11878 / 11888  1.3 
755.2   1.0X
-Parquet Vectorized (Pushdown)  630 /  654 25.0 
 40.1  18.9X
-Native ORC Vectorized 7342 / 7362  2.1 
466.8   1.6X
-Native ORC Vectorized (Pushdown)   519 /  537 30.3 
 33.0  22.9X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 1 string row (value <=> '7864320'): Best/Avg Time(ms)Rate(M/s)   
Per Row(ns)   Relative
-
-Parquet Vectorized  11423 / 11440  1.4 
726.2   1.0X
-Parquet Vectorized (Pushdown)  625 /  643 25.2 
 39.7  18.3X
-Native ORC Vectorized 7315 / 7335  2.2 
465.1   1.6X
-Native ORC Vectorized (Pushdown)   507 /  520 31.0 
 32.2  22.5X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 1 string row ('7864320' <= value <= '7864320'): Best/Avg Time(ms)
Rate(M/s)   Per Row(ns)   Relative
-
-Parquet Vectorized  11440 / 11478  1.4 
727.3   1.0X
-Parquet Vectorized (Pushdown)  634 /  652 24.8 
 40.3  18.0X
-Native ORC Vectorized 7311 / 7324  2.2 
464.8   1.6X
-Native ORC Vectorized (Pushdown)   517 /  548 30.4 
 32.8  22.1X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select all string rows (value IS NOT NULL): Best/Avg Time(ms)Rate(M/s)   
Per Row(ns)   Relative
-
-Parquet Vectorized  20750 / 20872  0.8
1319.3   1.0X
-Parquet Vectorized (Pushdown)   21002 / 21032  0.7
1335.3   1.0X
-Native ORC Vectorized   16714 / 16742  0.9
1062.6   1.2X
-Native ORC Vectorized (Pushdown)16926 / 16965  0.9
1076.1   1.2X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 0 int row (value IS NULL):Best/Avg Time(ms)Rate(M/s)   Per 
Row(ns)   Relative

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24068#discussion_r293215498
 
 

 ##
 File path: sql/core/benchmarks/FilterPushdownBenchmark-results.txt
 ##
 @@ -2,669 +2,695 @@
 Pushdown for many distinct value case
 

 
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 0 string row (value IS NULL): Best/Avg Time(ms)Rate(M/s)   Per 
Row(ns)   Relative
-
-Parquet Vectorized  11405 / 11485  1.4 
725.1   1.0X
-Parquet Vectorized (Pushdown)  675 /  690 23.3 
 42.9  16.9X
-Native ORC Vectorized 7127 / 7170  2.2 
453.1   1.6X
-Native ORC Vectorized (Pushdown)   519 /  541 30.3 
 33.0  22.0X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 0 string row ('7864320' < value < '7864320'): Best/Avg Time(ms)
Rate(M/s)   Per Row(ns)   Relative
-
-Parquet Vectorized  11457 / 11473  1.4 
728.4   1.0X
-Parquet Vectorized (Pushdown)  656 /  686 24.0 
 41.7  17.5X
-Native ORC Vectorized 7328 / 7342  2.1 
465.9   1.6X
-Native ORC Vectorized (Pushdown)   539 /  565 29.2 
 34.2  21.3X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 1 string row (value = '7864320'): Best/Avg Time(ms)Rate(M/s)   Per 
Row(ns)   Relative
-
-Parquet Vectorized  11878 / 11888  1.3 
755.2   1.0X
-Parquet Vectorized (Pushdown)  630 /  654 25.0 
 40.1  18.9X
-Native ORC Vectorized 7342 / 7362  2.1 
466.8   1.6X
-Native ORC Vectorized (Pushdown)   519 /  537 30.3 
 33.0  22.9X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 1 string row (value <=> '7864320'): Best/Avg Time(ms)Rate(M/s)   
Per Row(ns)   Relative
-
-Parquet Vectorized  11423 / 11440  1.4 
726.2   1.0X
-Parquet Vectorized (Pushdown)  625 /  643 25.2 
 39.7  18.3X
-Native ORC Vectorized 7315 / 7335  2.2 
465.1   1.6X
-Native ORC Vectorized (Pushdown)   507 /  520 31.0 
 32.2  22.5X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 1 string row ('7864320' <= value <= '7864320'): Best/Avg Time(ms)
Rate(M/s)   Per Row(ns)   Relative
-
-Parquet Vectorized  11440 / 11478  1.4 
727.3   1.0X
-Parquet Vectorized (Pushdown)  634 /  652 24.8 
 40.3  18.0X
-Native ORC Vectorized 7311 / 7324  2.2 
464.8   1.6X
-Native ORC Vectorized (Pushdown)   517 /  548 30.4 
 32.8  22.1X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select all string rows (value IS NOT NULL): Best/Avg Time(ms)Rate(M/s)   
Per Row(ns)   Relative
-
-Parquet Vectorized  20750 / 20872  0.8
1319.3   1.0X
-Parquet Vectorized (Pushdown)   21002 / 21032  0.7
1335.3   1.0X
-Native ORC Vectorized   16714 / 16742  0.9
1062.6   1.2X
-Native ORC Vectorized (Pushdown)16926 / 16965  0.9
1076.1   1.2X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 0 int row (value IS NULL):Best/Avg Time(ms)Rate(M/s)   Per 
Row(ns)   Relative

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24068#discussion_r293215498
 
 

 ##
 File path: sql/core/benchmarks/FilterPushdownBenchmark-results.txt
 ##
 @@ -2,669 +2,695 @@
 Pushdown for many distinct value case
 

 
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 0 string row (value IS NULL): Best/Avg Time(ms)Rate(M/s)   Per 
Row(ns)   Relative
-
-Parquet Vectorized  11405 / 11485  1.4 
725.1   1.0X
-Parquet Vectorized (Pushdown)  675 /  690 23.3 
 42.9  16.9X
-Native ORC Vectorized 7127 / 7170  2.2 
453.1   1.6X
-Native ORC Vectorized (Pushdown)   519 /  541 30.3 
 33.0  22.0X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 0 string row ('7864320' < value < '7864320'): Best/Avg Time(ms)
Rate(M/s)   Per Row(ns)   Relative
-
-Parquet Vectorized  11457 / 11473  1.4 
728.4   1.0X
-Parquet Vectorized (Pushdown)  656 /  686 24.0 
 41.7  17.5X
-Native ORC Vectorized 7328 / 7342  2.1 
465.9   1.6X
-Native ORC Vectorized (Pushdown)   539 /  565 29.2 
 34.2  21.3X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 1 string row (value = '7864320'): Best/Avg Time(ms)Rate(M/s)   Per 
Row(ns)   Relative
-
-Parquet Vectorized  11878 / 11888  1.3 
755.2   1.0X
-Parquet Vectorized (Pushdown)  630 /  654 25.0 
 40.1  18.9X
-Native ORC Vectorized 7342 / 7362  2.1 
466.8   1.6X
-Native ORC Vectorized (Pushdown)   519 /  537 30.3 
 33.0  22.9X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 1 string row (value <=> '7864320'): Best/Avg Time(ms)Rate(M/s)   
Per Row(ns)   Relative
-
-Parquet Vectorized  11423 / 11440  1.4 
726.2   1.0X
-Parquet Vectorized (Pushdown)  625 /  643 25.2 
 39.7  18.3X
-Native ORC Vectorized 7315 / 7335  2.2 
465.1   1.6X
-Native ORC Vectorized (Pushdown)   507 /  520 31.0 
 32.2  22.5X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 1 string row ('7864320' <= value <= '7864320'): Best/Avg Time(ms)
Rate(M/s)   Per Row(ns)   Relative
-
-Parquet Vectorized  11440 / 11478  1.4 
727.3   1.0X
-Parquet Vectorized (Pushdown)  634 /  652 24.8 
 40.3  18.0X
-Native ORC Vectorized 7311 / 7324  2.2 
464.8   1.6X
-Native ORC Vectorized (Pushdown)   517 /  548 30.4 
 32.8  22.1X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select all string rows (value IS NOT NULL): Best/Avg Time(ms)Rate(M/s)   
Per Row(ns)   Relative
-
-Parquet Vectorized  20750 / 20872  0.8
1319.3   1.0X
-Parquet Vectorized (Pushdown)   21002 / 21032  0.7
1335.3   1.0X
-Native ORC Vectorized   16714 / 16742  0.9
1062.6   1.2X
-Native ORC Vectorized (Pushdown)16926 / 16965  0.9
1076.1   1.2X
-
-OpenJDK 64-Bit Server VM 1.8.0_181-b13 on Linux 3.10.0-862.3.2.el7.x86_64
-Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
-Select 0 int row (value IS NULL):Best/Avg Time(ms)Rate(M/s)   Per 
Row(ns)   Relative

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SparkQA commented on issue #24826: [SPARK-27870][SQL][PYTHON] Add a runtime 
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SparkQA removed a comment on issue #24792: [SPARK-27953][SQL] Save default 
constraint with Column into table properties when create Hive table
URL: https://github.com/apache/spark/pull/24792#issuecomment-501525743
 
 
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[GitHub] [spark] SparkQA commented on issue #24792: [SPARK-27953][SQL] Save default constraint with Column into table properties when create Hive table

2019-06-12 Thread GitBox
SparkQA commented on issue #24792: [SPARK-27953][SQL] Save default constraint 
with Column into table properties when create Hive table
URL: https://github.com/apache/spark/pull/24792#issuecomment-501557174
 
 
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 for PR 24792 at commit 
[`9931eb6`](https://github.com/apache/spark/commit/9931eb63c0715ba190717a593ce51b949d5355b2).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] cloud-fan commented on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

2019-06-12 Thread GitBox
cloud-fan commented on issue #24741: [SPARK-27322][SQL] DataSourceV2 table 
relation
URL: https://github.com/apache/spark/pull/24741#issuecomment-501556439
 
 
   I have only comment about adding more code comments, which can be addressed 
later. I'm merging it to unblock the DS v2 project, thanks for your hard work 
@jzhuge @rdblue !


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[GitHub] [spark] cloud-fan edited a comment on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

2019-06-12 Thread GitBox
cloud-fan edited a comment on issue #24741: [SPARK-27322][SQL] DataSourceV2 
table relation
URL: https://github.com/apache/spark/pull/24741#issuecomment-501556439
 
 
   I have only one comment about adding more code comments, which can be 
addressed later. I'm merging it to unblock the DS v2 project, thanks for your 
hard work @jzhuge @rdblue !


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24068#discussion_r293212240
 
 

 ##
 File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/FilterPushdownBenchmark.scala
 ##
 @@ -135,6 +139,34 @@ object FilterPushdownBenchmark extends BenchmarkBase with 
SQLHelper {
 benchmark.run()
   }
 
+  def filterPushDownBenchmarkWithColumn(
 
 Review comment:
   @IvanVergiliev . The following doesn't mean put that into here. 
   > I think we should definitely have some automated benchmark for this. 
Otherwise there's nothing in the codebase exercising the behaviour being 
changed, and so nothing to prevent future regressions.
   
   Since this contribution is big, it's worth to have its own benchmark 
focusing on filter conversion. Also, the benchmark should have both ORCv1 and 
ORCv2 benchmark result.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
dongjoon-hyun commented on a change in pull request #24068: [SPARK-27105][SQL] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24068#discussion_r293212240
 
 

 ##
 File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/FilterPushdownBenchmark.scala
 ##
 @@ -135,6 +139,34 @@ object FilterPushdownBenchmark extends BenchmarkBase with 
SQLHelper {
 benchmark.run()
   }
 
+  def filterPushDownBenchmarkWithColumn(
 
 Review comment:
   @IvanVergiliev . The following doesn't mean put that into here. Since this 
contribution is big, it's worth to have its own benchmark focusing on filter 
conversion.
   > I think we should definitely have some automated benchmark for this. 
Otherwise there's nothing in the codebase exercising the behaviour being 
changed, and so nothing to prevent future regressions.


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[GitHub] [spark] cloud-fan commented on a change in pull request #24741: [SPARK-27322][SQL] DataSourceV2 table relation

2019-06-12 Thread GitBox
cloud-fan commented on a change in pull request #24741: [SPARK-27322][SQL] 
DataSourceV2 table relation
URL: https://github.com/apache/spark/pull/24741#discussion_r293210583
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala
 ##
 @@ -731,20 +753,16 @@ class Analyzer(
 //and the default database is only used to look up a view);
 // 3. Use the currentDb of the SessionCatalog.
 private def lookupTableFromCatalog(
+tableIdentifier: TableIdentifier,
 u: UnresolvedRelation,
 defaultDatabase: Option[String] = None): LogicalPlan = {
-  val tableIdentWithDb = u.tableIdentifier.copy(
-database = u.tableIdentifier.database.orElse(defaultDatabase))
+  val tableIdentWithDb = tableIdentifier.copy(
+database = tableIdentifier.database.orElse(defaultDatabase))
   try {
 catalog.lookupRelation(tableIdentWithDb)
   } catch {
-case e: NoSuchTableException =>
-  u.failAnalysis(s"Table or view not found: 
${tableIdentWithDb.unquotedString}", e)
-// If the database is defined and that database is not found, throw an 
AnalysisException.
-// Note that if the database is not defined, it is possible we are 
looking up a temp view.
-case e: NoSuchDatabaseException =>
-  u.failAnalysis(s"Table or view not found: 
${tableIdentWithDb.unquotedString}, the " +
-s"database ${e.db} doesn't exist.", e)
+case _: NoSuchTableException | _: NoSuchDatabaseException =>
+  u
 
 Review comment:
   We should add some comments to explain why we need to delay the exception 
here. To me it's because we still have a chance to resolve the table relation 
with v2 rules.


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[GitHub] [spark] cloud-fan commented on a change in pull request #24068: [SPARK-27105][SQL] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
cloud-fan commented on a change in pull request #24068: [SPARK-27105][SQL] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24068#discussion_r293209902
 
 

 ##
 File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/FilterPushdownBenchmark.scala
 ##
 @@ -362,6 +394,13 @@ object FilterPushdownBenchmark extends BenchmarkBase with 
SQLHelper {
 }
 
 runBenchmark(s"Pushdown benchmark with many filters") {
+  // This benchmark and the next one are similar in that they both test 
predicate pushdown
+  // where the filter itself is very large. There have been cases where 
the filter conversion
+  // would take minutes to hours for large filters due to it being 
implemented with exponential
+  // complexity in the height of the filter tree.
+  // The difference between these two benchmarks is that this one 
benchmarks pushdown with a
+  // large string filter (`a AND b AND c ...`), whereas the next one 
benchmarks pushdown with
+  // a large Column-based filter (`col(a) || (col(b) || (col(c)...))`).
 
 Review comment:
   I still can't get it. Both the string filter and column-based filter will 
become an `Expression` in the `Filter` operator. The differences I see are
   1. the new benchmark builds a larger filter
   2. the new benchmark use `Or` instead of `And`.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24857: [MINOR][CORE] Remove an unused variable in SparkSubmt.scala

2019-06-12 Thread GitBox
dongjoon-hyun commented on a change in pull request #24857: [MINOR][CORE] 
Remove an unused variable in SparkSubmt.scala
URL: https://github.com/apache/spark/pull/24857#discussion_r293207010
 
 

 ##
 File path: core/src/main/scala/org/apache/spark/ui/jobs/StagePage.scala
 ##
 @@ -131,13 +129,6 @@ private[ui] class StagePage(parent: StagesTab, store: 
AppStatusStore) extends We
   return UIUtils.headerSparkPage(request, stageHeader, content, parent)
 }
 
-val storedTasks = store.taskCount(stageData.stageId, stageData.attemptId)
-val numCompleted = stageData.numCompleteTasks
-val totalTasksNumStr = if (totalTasks == storedTasks) {
-  s"$totalTasks"
-} else {
-  s"$totalTasks, showing $storedTasks"
-}
 
 Review comment:
   @imback82 . Before removing lines, please read the commit history. For 
example, this is live code. Please see the following PR.
   - https://github.com/apache/spark/pull/22525
   


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[GitHub] [spark] AmplabJenkins removed a comment on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

2019-06-12 Thread GitBox
AmplabJenkins removed a comment on issue #24741: [SPARK-27322][SQL] 
DataSourceV2 table relation
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[GitHub] [spark] AmplabJenkins removed a comment on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

2019-06-12 Thread GitBox
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[GitHub] [spark] AmplabJenkins commented on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

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[GitHub] [spark] SparkQA removed a comment on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

2019-06-12 Thread GitBox
SparkQA removed a comment on issue #24741: [SPARK-27322][SQL] DataSourceV2 
table relation
URL: https://github.com/apache/spark/pull/24741#issuecomment-501517370
 
 
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[GitHub] [spark] SparkQA commented on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

2019-06-12 Thread GitBox
SparkQA commented on issue #24741: [SPARK-27322][SQL] DataSourceV2 table 
relation
URL: https://github.com/apache/spark/pull/24741#issuecomment-501549203
 
 
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 for PR 24741 at commit 
[`b8cdf6c`](https://github.com/apache/spark/commit/b8cdf6c22172585b3b3a9452d5e4d2d591ece88e).
* 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 a change in pull request #24857: [MINOR][CORE] Remove an unused variable in SparkSubmt.scala

2019-06-12 Thread GitBox
dongjoon-hyun commented on a change in pull request #24857: [MINOR][CORE] 
Remove an unused variable in SparkSubmt.scala
URL: https://github.com/apache/spark/pull/24857#discussion_r293205670
 
 

 ##
 File path: 
core/src/main/scala/org/apache/spark/memory/ExecutionMemoryPool.scala
 ##
 @@ -151,7 +151,7 @@ private[memory] class ExecutionMemoryPool(
*/
   def releaseMemory(numBytes: Long, taskAttemptId: Long): Unit = 
lock.synchronized {
 val curMem = memoryForTask.getOrElse(taskAttemptId, 0L)
-var memoryToFree = if (curMem < numBytes) {
+val memoryToFree = if (curMem < numBytes) {
 
 Review comment:
   Let's not put the different things in the same PR.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24857: [MINOR][CORE] Remove an unused variable in SparkSubmt.scala

2019-06-12 Thread GitBox
dongjoon-hyun commented on a change in pull request #24857: [MINOR][CORE] 
Remove an unused variable in SparkSubmt.scala
URL: https://github.com/apache/spark/pull/24857#discussion_r293205706
 
 

 ##
 File path: core/src/main/scala/org/apache/spark/rdd/CoalescedRDD.scala
 ##
 @@ -364,7 +364,7 @@ private class DefaultPartitionCoalescer(val balanceSlack: 
Double = 0.10)
   val partNoLocIter = partitionLocs.partsWithoutLocs.iterator
   groupArr.filter(pg => pg.numPartitions == 0).foreach { pg =>
 while (partNoLocIter.hasNext && pg.numPartitions == 0) {
-  var nxt_part = partNoLocIter.next()
+  val nxt_part = partNoLocIter.next()
 
 Review comment:
   ditto.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #24857: [MINOR][CORE] Remove an unused variable in SparkSubmt.scala

2019-06-12 Thread GitBox
dongjoon-hyun commented on a change in pull request #24857: [MINOR][CORE] 
Remove an unused variable in SparkSubmt.scala
URL: https://github.com/apache/spark/pull/24857#discussion_r293205471
 
 

 ##
 File path: 
core/src/main/scala/org/apache/spark/deploy/rest/SubmitRestProtocolMessage.scala
 ##
 @@ -46,9 +46,6 @@ private[rest] abstract class SubmitRestProtocolMessage {
   val action: String = messageType
   var message: String = null
 
-  // For JSON deserialization
-  private def setAction(a: String): Unit = { }
-
 
 Review comment:
   This was added from the 
[beginning](https://github.com/apache/spark/commit/6ec0cdc14390d4dc45acf31040f21e1efc476fc0#diff-fb39e366f633463136727a6b6d5b832fR52)
 and the comment seems to mean this is used. Shall we keep the existing one?


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[GitHub] [spark] IvanVergiliev commented on issue #24783: [SPARK-27105][SQL][test-hadoop3.2] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
IvanVergiliev commented on issue #24783: [SPARK-27105][SQL][test-hadoop3.2] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24783#issuecomment-501548338
 
 
   @cloud-fan cool, this sounds good to me too! I can also bring my PR back to 
a state similar to before I merged 
https://github.com/IvanVergiliev/spark/pull/2/files - with `filter` and `build` 
in separate functions - and then @gengliangwang can followup with the change to 
reuse `build` for determining whether leaf nodes are convertible?


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[GitHub] [spark] IvanVergiliev commented on a change in pull request #24068: [SPARK-27105][SQL] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
IvanVergiliev commented on a change in pull request #24068: [SPARK-27105][SQL] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24068#discussion_r293204913
 
 

 ##
 File path: 
sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/FilterPushdownBenchmark.scala
 ##
 @@ -362,6 +394,13 @@ object FilterPushdownBenchmark extends BenchmarkBase with 
SQLHelper {
 }
 
 runBenchmark(s"Pushdown benchmark with many filters") {
+  // This benchmark and the next one are similar in that they both test 
predicate pushdown
+  // where the filter itself is very large. There have been cases where 
the filter conversion
+  // would take minutes to hours for large filters due to it being 
implemented with exponential
+  // complexity in the height of the filter tree.
+  // The difference between these two benchmarks is that this one 
benchmarks pushdown with a
+  // large string filter (`a AND b AND c ...`), whereas the next one 
benchmarks pushdown with
+  // a large Column-based filter (`col(a) || (col(b) || (col(c)...))`).
 
 Review comment:
   @cloud-fan the two go through different code paths. The string-based one was 
added in https://github.com/apache/spark/pull/22313 , but it doesn't expose the 
slowness when passing a `Column` filter directly. That is, the string-based one 
was fast before this PR. The one this PR fixes is specifically when passing in 
a `Column` directly to something like `df.filter(Column)`.


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[GitHub] [spark] AmplabJenkins removed a comment on issue #24841: [SPARK-27369][CORE] Setup resources when Standalone Worker starts up

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[GitHub] [spark] AmplabJenkins removed a comment on issue #24841: [SPARK-27369][CORE] Setup resources when Standalone Worker starts up

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[GitHub] [spark] SparkQA removed a comment on issue #24841: [SPARK-27369][CORE] Setup resources when Standalone Worker starts up

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[GitHub] [spark] SparkQA commented on issue #24841: [SPARK-27369][CORE] Setup resources when Standalone Worker starts up

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SparkQA commented on issue #24841: [SPARK-27369][CORE] Setup resources when 
Standalone Worker starts up
URL: https://github.com/apache/spark/pull/24841#issuecomment-501546738
 
 
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* This patch adds no public classes.


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[GitHub] [spark] jiangxb1987 commented on issue #24699: [SPARK-27666][CORE] Do not release lock while TaskContext already completed

2019-06-12 Thread GitBox
jiangxb1987 commented on issue #24699: [SPARK-27666][CORE] Do not release lock 
while TaskContext already completed
URL: https://github.com/apache/spark/pull/24699#issuecomment-501545350
 
 
   LGTM


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[GitHub] [spark] dongjoon-hyun edited a comment on issue #24857: [MINOR][CORE] Remove an unused variable in SparkSubmt.scala

2019-06-12 Thread GitBox
dongjoon-hyun edited a comment on issue #24857: [MINOR][CORE] Remove an unused 
variable in SparkSubmt.scala
URL: https://github.com/apache/spark/pull/24857#issuecomment-501543348
 
 
   Ur, thank you for the update, but let's remove `unused imports` stuff. You 
can get reviews later in another PR. It's good to have but sometime it's on the 
edge due to the intrusiveness. Also, it's beyond the scope of PR title.


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[GitHub] [spark] dongjoon-hyun commented on issue #24857: [MINOR][CORE] Remove an unused variable in SparkSubmt.scala

2019-06-12 Thread GitBox
dongjoon-hyun commented on issue #24857: [MINOR][CORE] Remove an unused 
variable in SparkSubmt.scala
URL: https://github.com/apache/spark/pull/24857#issuecomment-501543348
 
 
   Ur, thank you for the update, but let's remove `unused imports` stuff. You 
can get reviews later in another PR. It's good to have but sometime it's on the 
edge due to the intrusiveness.


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[GitHub] [spark] Ngone51 edited a comment on issue #24841: [SPARK-27369][CORE] Setup resources when Standalone Worker starts up

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Ngone51 edited a comment on issue #24841: [SPARK-27369][CORE] Setup resources 
when Standalone Worker starts up
URL: https://github.com/apache/spark/pull/24841#issuecomment-501538461
 
 
   @viirya IIUC, executor set up the resources from what the worker assigned to 
it. For example, worker could "split" its own resources to some separate 
resource files according to Masters' requirements for executors. Then, executor 
could set up from corresponding resource file when it starts up.
   


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[GitHub] [spark] SparkQA commented on issue #24706: [SPARK-23128][SQL] A new approach to do adaptive execution in Spark SQL

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SparkQA commented on issue #24706: [SPARK-23128][SQL] A new approach to do 
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URL: https://github.com/apache/spark/pull/24706#issuecomment-501538447
 
 
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[GitHub] [spark] Ngone51 commented on issue #24841: [SPARK-27369][CORE] Setup resources when Standalone Worker starts up

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Ngone51 commented on issue #24841: [SPARK-27369][CORE] Setup resources when 
Standalone Worker starts up
URL: https://github.com/apache/spark/pull/24841#issuecomment-501538461
 
 
   @viirya IIUC, executor set up the resources from what the worker assigned to 
it. For example, worker could "split" its own resources to some separate 
resource files according to Masters' requirements for executors. Then, 
executors could set up from those resource files when it starts up.
   


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[GitHub] [spark] SparkQA commented on issue #24826: [SPARK-27870][SQL][PYTHON] Add a runtime buffer size configuration for Pandas UDFs

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buffer size configuration for Pandas UDFs
URL: https://github.com/apache/spark/pull/24826#issuecomment-501536110
 
 
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[GitHub] [spark] HyukjinKwon commented on issue #24826: [SPARK-27870][SQL][PYTHON] Add a runtime buffer size configuration for Pandas UDFs

2019-06-12 Thread GitBox
HyukjinKwon commented on issue #24826: [SPARK-27870][SQL][PYTHON] Add a runtime 
buffer size configuration for Pandas UDFs
URL: https://github.com/apache/spark/pull/24826#issuecomment-501535952
 
 
   should be ready for a look.


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[GitHub] [spark] HyukjinKwon commented on issue #24826: [SPARK-27870][SQL][PYTHON] Add a runtime buffer size configuration for Pandas UDFs

2019-06-12 Thread GitBox
HyukjinKwon commented on issue #24826: [SPARK-27870][SQL][PYTHON] Add a runtime 
buffer size configuration for Pandas UDFs
URL: https://github.com/apache/spark/pull/24826#issuecomment-501535903
 
 
   retest this please


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[GitHub] [spark] SparkQA commented on issue #24792: [SPARK-27953][SQL] Save default constraint with Column into table properties when create Hive table

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[GitHub] [spark] Ngone51 commented on a change in pull request #24841: [SPARK-27369][CORE] Setup resources when Standalone Worker starts up

2019-06-12 Thread GitBox
Ngone51 commented on a change in pull request #24841: [SPARK-27369][CORE] Setup 
resources when Standalone Worker starts up
URL: https://github.com/apache/spark/pull/24841#discussion_r293187804
 
 

 ##
 File path: core/src/test/scala/org/apache/spark/deploy/worker/WorkerSuite.scala
 ##
 @@ -60,7 +60,7 @@ class WorkerSuite extends SparkFunSuite with Matchers with 
BeforeAndAfter {
 val securityMgr = new SecurityManager(conf)
 val rpcEnv = RpcEnv.create("test", "localhost", 12345, conf, securityMgr)
 _worker = new Worker(rpcEnv, 5, 20, 1234 * 5, 
Array.fill(1)(RpcAddress("1.2.3.4", 1234)),
-  "Worker", "/tmp", conf, securityMgr, shuffleServiceSupplier)
+  "Worker", "/tmp", conf, securityMgr, None, Map.empty, 
shuffleServiceSupplier)
 
 Review comment:
   We need to get Master in to test wether Worker sets up the resources 
correctly, since Worker could not start up without a living Master. Maybe, we 
could cover this in the following JIRA task, which would sharing resource info 
between Master and Worker.


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[GitHub] [spark] SparkQA commented on issue #24792: [SPARK-27953][SQL] Save default constraint with Column into table properties when create Hive table

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SparkQA commented on issue #24792: [SPARK-27953][SQL] Save default constraint 
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URL: https://github.com/apache/spark/pull/24792#issuecomment-501525743
 
 
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[GitHub] [spark] Ngone51 commented on a change in pull request #24841: [SPARK-27369][CORE] Setup resources when Standalone Worker starts up

2019-06-12 Thread GitBox
Ngone51 commented on a change in pull request #24841: [SPARK-27369][CORE] Setup 
resources when Standalone Worker starts up
URL: https://github.com/apache/spark/pull/24841#discussion_r293185470
 
 

 ##
 File path: core/src/main/scala/org/apache/spark/deploy/worker/Worker.scala
 ##
 @@ -220,6 +225,38 @@ private[deploy] class Worker(
 metricsSystem.getServletHandlers.foreach(webUi.attachHandler)
   }
 
+  // TODO if we're starting up multi workers under the same host, discovery 
script won't work.
 
 Review comment:
   Yeah, technically we can do, but I think it may be more troublesome than 
`resourceFile` to do it. Document is good, have done in ade97c2.


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[GitHub] [spark] SparkQA commented on issue #24841: [SPARK-27369][CORE] Setup resources when Standalone Worker starts up

2019-06-12 Thread GitBox
SparkQA commented on issue #24841: [SPARK-27369][CORE] Setup resources when 
Standalone Worker starts up
URL: https://github.com/apache/spark/pull/24841#issuecomment-501524364
 
 
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[GitHub] [spark] srowen commented on issue #24791: [K8S] Update Comment for k8s applicationId

2019-06-12 Thread GitBox
srowen commented on issue #24791: [K8S] Update Comment for k8s applicationId
URL: https://github.com/apache/spark/pull/24791#issuecomment-501524503
 
 
   Per https://github.com/apache/spark/pull/24791#discussion_r291568279 this 
looks incorrect anyway.


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[GitHub] [spark] srowen closed pull request #24791: [K8S] Update Comment for k8s applicationId

2019-06-12 Thread GitBox
srowen closed pull request #24791: [K8S] Update Comment for k8s applicationId
URL: https://github.com/apache/spark/pull/24791
 
 
   


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[GitHub] [spark] HyukjinKwon closed pull request #24854: [SPARK-28031][PySpark][TEST] Improve doctest on over function of Column

2019-06-12 Thread GitBox
HyukjinKwon closed pull request #24854: [SPARK-28031][PySpark][TEST] Improve 
doctest on over function of Column
URL: https://github.com/apache/spark/pull/24854
 
 
   


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[GitHub] [spark] beliefer commented on issue #24792: [SPARK-27953][SQL] Save default constraint with Column into table properties when create Hive table

2019-06-12 Thread GitBox
beliefer commented on issue #24792: [SPARK-27953][SQL] Save default constraint 
with Column into table properties when create Hive table
URL: https://github.com/apache/spark/pull/24792#issuecomment-501520317
 
 
   > Hi, @beliefer . For the umbrella issue, the subtask JIRA ID is enough for 
the title.
   
   OK. Thanks for your reminder.


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[GitHub] [spark] HyukjinKwon commented on issue #24854: [SPARK-28031][PySpark][TEST] Improve doctest on over function of Column

2019-06-12 Thread GitBox
HyukjinKwon commented on issue #24854: [SPARK-28031][PySpark][TEST] Improve 
doctest on over function of Column
URL: https://github.com/apache/spark/pull/24854#issuecomment-501520124
 
 
   Merged to master and branch-2.4.


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[GitHub] [spark] dongjoon-hyun commented on issue #24779: [SPARK-27929][SQL] Make percentile function receive frq of double

2019-06-12 Thread GitBox
dongjoon-hyun commented on issue #24779: [SPARK-27929][SQL] Make percentile 
function receive frq of double
URL: https://github.com/apache/spark/pull/24779#issuecomment-501518005
 
 
   @voidbag  . 
   - You should put [your 
explanation](https://github.com/apache/spark/pull/24779#issuecomment-500340705) 
into PR description. The comments become invisible soon during the reviews.
   - If then, it can be interpreted like this is not a useful feature for the 
most users. Do you have any reference for your proposal?
   > Other db engines don't seem to provide percentile function with frequency, 
unlike percentile aggregate function of catalyst package in Spark


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[GitHub] [spark] SparkQA commented on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

2019-06-12 Thread GitBox
SparkQA commented on issue #24741: [SPARK-27322][SQL] DataSourceV2 table 
relation
URL: https://github.com/apache/spark/pull/24741#issuecomment-501517370
 
 
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[GitHub] [spark] gengliangwang commented on issue #24783: [SPARK-27105][SQL][test-hadoop3.2] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
gengliangwang commented on issue #24783: [SPARK-27105][SQL][test-hadoop3.2] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24783#issuecomment-501517200
 
 
   @dongjoon-hyun Yes, I think so.
   If it is OK, I am also fine with merging this one directly.


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[GitHub] [spark] AmplabJenkins commented on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

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[GitHub] [spark] AmplabJenkins removed a comment on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

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[GitHub] [spark] AmplabJenkins removed a comment on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

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[GitHub] [spark] AmplabJenkins commented on issue #24741: [SPARK-27322][SQL] DataSourceV2 table relation

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[GitHub] [spark] dongjoon-hyun commented on issue #24783: [SPARK-27105][SQL][test-hadoop3.2] Optimize away exponential complexity in ORC predicate conversion

2019-06-12 Thread GitBox
dongjoon-hyun commented on issue #24783: [SPARK-27105][SQL][test-hadoop3.2] 
Optimize away exponential complexity in ORC predicate conversion
URL: https://github.com/apache/spark/pull/24783#issuecomment-501516314
 
 
   Hi, @gengliangwang . Are you going to use this PR for the followup after 
#24068 ? 


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[GitHub] [spark] dongjoon-hyun edited a comment on issue #24791: [K8S] Update Comment for k8s applicationId

2019-06-12 Thread GitBox
dongjoon-hyun edited a comment on issue #24791: [K8S] Update Comment for k8s 
applicationId
URL: https://github.com/apache/spark/pull/24791#issuecomment-501514591
 
 
   @zhangjiajin . This is not `spark-24791`. Did you create a JIRA ID? You need 
to use your JIRA id for this.
   - https://issues.apache.org/jira/browse/SPARK-24791 (Spark Structured 
Streaming randomly does not process batch)


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[GitHub] [spark] dongjoon-hyun commented on issue #24791: [K8S] Update Comment for k8s applicationId

2019-06-12 Thread GitBox
dongjoon-hyun commented on issue #24791: [K8S] Update Comment for k8s 
applicationId
URL: https://github.com/apache/spark/pull/24791#issuecomment-501514591
 
 
   @zhangjiajin . This is not `spark-24791`. Did you create a JIRA ID?
   - https://issues.apache.org/jira/browse/SPARK-24791 (Spark Structured 
Streaming randomly does not process batch)


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[GitHub] [spark] dongjoon-hyun commented on issue #24792: [SPARK-27953][SQL] Add new feature create table could specify column with default constraint

2019-06-12 Thread GitBox
dongjoon-hyun commented on issue #24792: [SPARK-27953][SQL] Add new feature 
create table could specify column with default constraint
URL: https://github.com/apache/spark/pull/24792#issuecomment-501513881
 
 
   Hi, @beliefer . For the umbrella issue, the subtask JIRA ID is enough.


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[GitHub] [spark] dongjoon-hyun edited a comment on issue #24792: [SPARK-27953][SQL] Add new feature create table could specify column with default constraint

2019-06-12 Thread GitBox
dongjoon-hyun edited a comment on issue #24792: [SPARK-27953][SQL] Add new 
feature create table could specify column with default constraint
URL: https://github.com/apache/spark/pull/24792#issuecomment-501513881
 
 
   Hi, @beliefer . For the umbrella issue, the subtask JIRA ID is enough for 
the title.


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[GitHub] [spark] AmplabJenkins removed a comment on issue #24593: [SPARK-27692][SQL] Add new optimizer rule to evaluate the deterministic scala udf only once if all inputs are literals

2019-06-12 Thread GitBox
AmplabJenkins removed a comment on issue #24593: [SPARK-27692][SQL] Add new 
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[GitHub] [spark] AmplabJenkins commented on issue #24593: [SPARK-27692][SQL] Add new optimizer rule to evaluate the deterministic scala udf only once if all inputs are literals

2019-06-12 Thread GitBox
AmplabJenkins commented on issue #24593: [SPARK-27692][SQL] Add new optimizer 
rule to evaluate the deterministic scala udf only once if all inputs are 
literals
URL: https://github.com/apache/spark/pull/24593#issuecomment-501512105
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #24593: [SPARK-27692][SQL] Add new optimizer rule to evaluate the deterministic scala udf only once if all inputs are literals

2019-06-12 Thread GitBox
AmplabJenkins commented on issue #24593: [SPARK-27692][SQL] Add new optimizer 
rule to evaluate the deterministic scala udf only once if all inputs are 
literals
URL: https://github.com/apache/spark/pull/24593#issuecomment-501512101
 
 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #24593: [SPARK-27692][SQL] Add new optimizer rule to evaluate the deterministic scala udf only once if all inputs are literals

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are literals
URL: https://github.com/apache/spark/pull/24593#issuecomment-501512101
 
 
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[GitHub] [spark] SparkQA removed a comment on issue #24593: [SPARK-27692][SQL] Add new optimizer rule to evaluate the deterministic scala udf only once if all inputs are literals

2019-06-12 Thread GitBox
SparkQA removed a comment on issue #24593: [SPARK-27692][SQL] Add new optimizer 
rule to evaluate the deterministic scala udf only once if all inputs are 
literals
URL: https://github.com/apache/spark/pull/24593#issuecomment-501475807
 
 
   **[Test build #106447 has 
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[GitHub] [spark] SparkQA commented on issue #24593: [SPARK-27692][SQL] Add new optimizer rule to evaluate the deterministic scala udf only once if all inputs are literals

2019-06-12 Thread GitBox
SparkQA commented on issue #24593: [SPARK-27692][SQL] Add new optimizer rule to 
evaluate the deterministic scala udf only once if all inputs are literals
URL: https://github.com/apache/spark/pull/24593#issuecomment-501511812
 
 
   **[Test build #106447 has 
finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/106447/testReport)**
 for PR 24593 at commit 
[`93241b3`](https://github.com/apache/spark/commit/93241b30eeb071d575142b26db36c40cad5b93b6).
* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] imback82 commented on issue #24857: [MINOR][CORE] Remove an unused variable in SparkSubmt.scala

2019-06-12 Thread GitBox
imback82 commented on issue #24857: [MINOR][CORE] Remove an unused variable in 
SparkSubmt.scala
URL: https://github.com/apache/spark/pull/24857#issuecomment-501510491
 
 
   > * We use `[MINOR]` tag if we don't have SPARK JIRAs.
   
   Thanks. I will follow this from the next PR.
   
   > * Could you find more instances in `core` module? We usually recommend to 
do this kind of tasks module by module.
   
   I compiled with `-Xlint:unused` for the `core` module. I fixed most of the 
warnings for unused local variable and unused imports (there were some false 
positives since scaladoc was referring to the imports). I didn't fix unused 
private variable, private method, and private default arguments; there are 
about 50 of them and I can fix them in a separate PR if needed.
   
   
   


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[GitHub] [spark] dongjoon-hyun commented on issue #24797: Detecting key in map type when value type is complex

2019-06-12 Thread GitBox
dongjoon-hyun commented on issue #24797: Detecting key in map type when value 
type is complex
URL: https://github.com/apache/spark/pull/24797#issuecomment-501508824
 
 
   Gentle ping, @WitJakuczun .


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[GitHub] [spark] AmplabJenkins commented on issue #24749: [WIP][SPARK-27890][SQL] Improve SQL parser error message for character-only identifier with hyphens except those in expressions

2019-06-12 Thread GitBox
AmplabJenkins commented on issue #24749: [WIP][SPARK-27890][SQL] Improve SQL 
parser error message for character-only identifier with hyphens except those in 
expressions
URL: https://github.com/apache/spark/pull/24749#issuecomment-501507862
 
 
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