[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329412672
 
 

 ##
 File path: external/avro/benchmarks/AvroReadBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,122 @@
+
+SQL Single Numeric Column Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single TINYINT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3039   3047 
 12  5.2 193.2   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single SMALLINT Column Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2792   2845 
 75  5.6 177.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single INT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2780   2788 
 11  5.7 176.7   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single BIGINT Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3068   3141 
103  5.1 195.1   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single FLOAT Column Scan: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2650   2664 
 20  5.9 168.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single DOUBLE Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2797   2799 
  3  5.6 177.8   1.0X
+
+
+
+Int and String Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Int and String Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum of columns 4446   4446 
  0  2.4 424.0   1.0X
+
+
+
+Partitioned Table Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Partitioned Table:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Data column3071   3075 
  5  5.1 195.2   1.0X
+Partition column   3155   3161 
  7   

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329415098
 
 

 ##
 File path: sql/catalyst/benchmarks/UnsafeProjectionBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,14 @@
+
+unsafe projection
 
 Review comment:
   Although the ratio is the same,  JDK11 seems to run very slightly slower.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329415098
 
 

 ##
 File path: sql/catalyst/benchmarks/UnsafeProjectionBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,14 @@
+
+unsafe projection
 
 Review comment:
   Although the ratio is the same,  JDK11 seems to run slightly slower.


This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329413882
 
 

 ##
 File path: sql/catalyst/benchmarks/UnsafeProjectionBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,14 @@
+
+unsafe projection
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+unsafe projection:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+single long2218   2219 
  1121.0   8.3   1.0X
+single nullable long   3200   3201 
  1 83.9  11.9   0.7X
+7 primitive types  7809   7813 
  5 34.4  29.1   0.3X
 
 Review comment:
   The ratio is the same although this is slightly slower.


This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329413882
 
 

 ##
 File path: sql/catalyst/benchmarks/UnsafeProjectionBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,14 @@
+
+unsafe projection
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+unsafe projection:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+single long2218   2219 
  1121.0   8.3   1.0X
+single nullable long   3200   3201 
  1 83.9  11.9   0.7X
+7 primitive types  7809   7813 
  5 34.4  29.1   0.3X
 
 Review comment:
   The ratio is the same although this is slightly slower.


This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329412672
 
 

 ##
 File path: external/avro/benchmarks/AvroReadBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,122 @@
+
+SQL Single Numeric Column Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single TINYINT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3039   3047 
 12  5.2 193.2   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single SMALLINT Column Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2792   2845 
 75  5.6 177.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single INT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2780   2788 
 11  5.7 176.7   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single BIGINT Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3068   3141 
103  5.1 195.1   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single FLOAT Column Scan: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2650   2664 
 20  5.9 168.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single DOUBLE Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2797   2799 
  3  5.6 177.8   1.0X
+
+
+
+Int and String Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Int and String Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum of columns 4446   4446 
  0  2.4 424.0   1.0X
+
+
+
+Partitioned Table Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Partitioned Table:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Data column3071   3075 
  5  5.1 195.2   1.0X
+Partition column   3155   3161 
  7   

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329412672
 
 

 ##
 File path: external/avro/benchmarks/AvroReadBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,122 @@
+
+SQL Single Numeric Column Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single TINYINT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3039   3047 
 12  5.2 193.2   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single SMALLINT Column Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2792   2845 
 75  5.6 177.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single INT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2780   2788 
 11  5.7 176.7   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single BIGINT Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3068   3141 
103  5.1 195.1   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single FLOAT Column Scan: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2650   2664 
 20  5.9 168.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single DOUBLE Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2797   2799 
  3  5.6 177.8   1.0X
+
+
+
+Int and String Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Int and String Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum of columns 4446   4446 
  0  2.4 424.0   1.0X
+
+
+
+Partitioned Table Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Partitioned Table:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Data column3071   3075 
  5  5.1 195.2   1.0X
+Partition column   3155   3161 
  7   

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329413882
 
 

 ##
 File path: sql/catalyst/benchmarks/UnsafeProjectionBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,14 @@
+
+unsafe projection
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+unsafe projection:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+single long2218   2219 
  1121.0   8.3   1.0X
+single nullable long   3200   3201 
  1 83.9  11.9   0.7X
+7 primitive types  7809   7813 
  5 34.4  29.1   0.3X
 
 Review comment:
   The ratio is the same, but this is slightly slower.


This is an automated message from the Apache Git Service.
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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329413253
 
 

 ##
 File path: external/avro/benchmarks/AvroWriteBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,10 @@
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
 
 Review comment:
   JDK11 is faster.


This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329412981
 
 

 ##
 File path: external/avro/benchmarks/AvroReadBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,122 @@
+
+SQL Single Numeric Column Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single TINYINT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3039   3047 
 12  5.2 193.2   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single SMALLINT Column Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2792   2845 
 75  5.6 177.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single INT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2780   2788 
 11  5.7 176.7   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single BIGINT Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3068   3141 
103  5.1 195.1   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single FLOAT Column Scan: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2650   2664 
 20  5.9 168.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single DOUBLE Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2797   2799 
  3  5.6 177.8   1.0X
+
+
+
+Int and String Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Int and String Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum of columns 4446   4446 
  0  2.4 424.0   1.0X
+
+
+
+Partitioned Table Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Partitioned Table:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Data column3071   3075 
  5  5.1 195.2   1.0X
+Partition column   3155   3161 
  7   

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329412981
 
 

 ##
 File path: external/avro/benchmarks/AvroReadBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,122 @@
+
+SQL Single Numeric Column Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single TINYINT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3039   3047 
 12  5.2 193.2   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single SMALLINT Column Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2792   2845 
 75  5.6 177.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single INT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2780   2788 
 11  5.7 176.7   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single BIGINT Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3068   3141 
103  5.1 195.1   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single FLOAT Column Scan: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2650   2664 
 20  5.9 168.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single DOUBLE Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2797   2799 
  3  5.6 177.8   1.0X
+
+
+
+Int and String Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Int and String Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum of columns 4446   4446 
  0  2.4 424.0   1.0X
+
+
+
+Partitioned Table Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Partitioned Table:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Data column3071   3075 
  5  5.1 195.2   1.0X
+Partition column   3155   3161 
  7   

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329412672
 
 

 ##
 File path: external/avro/benchmarks/AvroReadBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,122 @@
+
+SQL Single Numeric Column Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single TINYINT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3039   3047 
 12  5.2 193.2   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single SMALLINT Column Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2792   2845 
 75  5.6 177.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single INT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2780   2788 
 11  5.7 176.7   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single BIGINT Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3068   3141 
103  5.1 195.1   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single FLOAT Column Scan: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2650   2664 
 20  5.9 168.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single DOUBLE Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2797   2799 
  3  5.6 177.8   1.0X
+
+
+
+Int and String Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Int and String Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum of columns 4446   4446 
  0  2.4 424.0   1.0X
+
+
+
+Partitioned Table Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Partitioned Table:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Data column3071   3075 
  5  5.1 195.2   1.0X
+Partition column   3155   3161 
  7   

[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25972: 
[SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#discussion_r329412672
 
 

 ##
 File path: external/avro/benchmarks/AvroReadBenchmark-jdk11-results.txt
 ##
 @@ -0,0 +1,122 @@
+
+SQL Single Numeric Column Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single TINYINT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3039   3047 
 12  5.2 193.2   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single SMALLINT Column Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2792   2845 
 75  5.6 177.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single INT Column Scan:   Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2780   2788 
 11  5.7 176.7   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single BIGINT Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum3068   3141 
103  5.1 195.1   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single FLOAT Column Scan: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2650   2664 
 20  5.9 168.5   1.0X
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+SQL Single DOUBLE Column Scan:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum2797   2799 
  3  5.6 177.8   1.0X
+
+
+
+Int and String Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Int and String Scan:  Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Sum of columns 4446   4446 
  0  2.4 424.0   1.0X
+
+
+
+Partitioned Table Scan
+
+
+OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
+Partitioned Table:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
+
+Data column3071   3075 
  5  5.1 195.2   1.0X
+Partition column   3155   3161 
  7   

[GitHub] [spark] AmplabJenkins removed a comment on issue #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
AmplabJenkins removed a comment on issue #25972: [SPARK-29300][TESTS] Compare 
`catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#issuecomment-536405803
 
 
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[GitHub] [spark] yaooqinn commented on issue #25962: [SPARK-29285][Shuffle] Temporary shuffle files should be able to handle disk failures

2019-09-29 Thread GitBox
yaooqinn commented on issue #25962: [SPARK-29285][Shuffle] Temporary shuffle 
files should be able to handle disk failures
URL: https://github.com/apache/spark/pull/25962#issuecomment-536406064
 
 
   cc @cloud-fan 


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[GitHub] [spark] AmplabJenkins removed a comment on issue #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
AmplabJenkins removed a comment on issue #25972: [SPARK-29300][TESTS] Compare 
`catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#issuecomment-536405809
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
AmplabJenkins commented on issue #25972: [SPARK-29300][TESTS] Compare 
`catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#issuecomment-536405809
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
AmplabJenkins commented on issue #25972: [SPARK-29300][TESTS] Compare 
`catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#issuecomment-536405803
 
 
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[GitHub] [spark] SparkQA commented on issue #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
SparkQA commented on issue #25972: [SPARK-29300][TESTS] Compare `catalyst` and 
`avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972#issuecomment-536405575
 
 
   **[Test build #111597 has 
started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/111597/testReport)**
 for PR 25972 at commit 
[`8627495`](https://github.com/apache/spark/commit/8627495093569898edc78192e2cdae6cc246a212).


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[GitHub] [spark] dongjoon-hyun opened a new pull request #25972: [SPARK-29300][TESTS] Compare `catalyst` and `avro` module benchmark in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun opened a new pull request #25972: [SPARK-29300][TESTS] Compare 
`catalyst` and `avro` module benchmark in JDK8/11
URL: https://github.com/apache/spark/pull/25972
 
 
   ### 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] dongjoon-hyun commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25969: 
[SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329410259
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-jdk11-results.txt
 ##
 @@ -6,35 +6,35 @@ OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 
3.10.0-862.3.2.el7.x86_64
 Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.1   13755.0   1.0X
-Utils.cloneProperties 0  0 
  0  3.5 285.0  48.3X
+SerializationUtils.clone  0  0 
  0  0.1   11539.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.7 572.0  20.2X
 
 Review comment:
   Yes. The ratio is different due to the underlying machine change.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25969: 
[SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329410154
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-results.txt
 ##
 @@ -2,39 +2,39 @@
 Properties Cloning
 

 
-Java HotSpot(TM) 64-Bit Server VM 1.8.0_131-b11 on Mac OS X 10.14.6
-Intel(R) Core(TM) i9-8950HK CPU @ 2.90GHz
+OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.24184.0   1.0X
-Utils.cloneProperties 0  0 
  0 55.6  18.0 232.4X
+SerializationUtils.clone  0  0 
  0  0.1   13640.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.6 608.0  22.4X
 
 Review comment:
   Yep. Thanks~


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[GitHub] [spark] AmplabJenkins commented on issue #25933: [SPARK-29252][BUILD] Upgrade zookeeper to 3.4.14 and fix vulnerabilities.

2019-09-29 Thread GitBox
AmplabJenkins commented on issue #25933: [SPARK-29252][BUILD] Upgrade zookeeper 
to 3.4.14 and fix vulnerabilities.
URL: https://github.com/apache/spark/pull/25933#issuecomment-536402944
 
 
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[GitHub] [spark] AmplabJenkins removed a comment on issue #25933: [SPARK-29252][BUILD] Upgrade zookeeper to 3.4.14 and fix vulnerabilities.

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[GitHub] [spark] AmplabJenkins removed a comment on issue #25933: [SPARK-29252][BUILD] Upgrade zookeeper to 3.4.14 and fix vulnerabilities.

2019-09-29 Thread GitBox
AmplabJenkins removed a comment on issue #25933: [SPARK-29252][BUILD] Upgrade 
zookeeper to 3.4.14 and fix vulnerabilities.
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[GitHub] [spark] AmplabJenkins commented on issue #25962: [SPARK-29285][Shuffle] Temporary shuffle files should be able to handle disk failures

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[GitHub] [spark] henrydavidge commented on issue #25666: [SPARK-28962][SQL] Provide index argument to filter lambda functions

2019-09-29 Thread GitBox
henrydavidge commented on issue #25666: [SPARK-28962][SQL] Provide index 
argument to filter lambda functions
URL: https://github.com/apache/spark/pull/25666#issuecomment-536398999
 
 
   @ueshin comments addressed. I added a test to `DataFrameFunctionsSuite` as 
well.


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[GitHub] [spark] henrydavidge commented on a change in pull request #25666: [SPARK-28962][SQL] Provide index argument to filter lambda functions

2019-09-29 Thread GitBox
henrydavidge commented on a change in pull request #25666: [SPARK-28962][SQL] 
Provide index argument to filter lambda functions
URL: https://github.com/apache/spark/pull/25666#discussion_r329406929
 
 

 ##
 File path: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/higherOrderFunctions.scala
 ##
 @@ -357,10 +359,23 @@ case class ArrayFilter(
 
   override def bind(f: (Expression, Seq[(DataType, Boolean)]) => 
LambdaFunction): ArrayFilter = {
 val ArrayType(elementType, containsNull) = argument.dataType
-copy(function = f(function, (elementType, containsNull) :: Nil))
+function match {
+  case LambdaFunction(_, arguments, _) if arguments.size == 2 =>
+copy(function = f(function, (elementType, containsNull) :: 
(IntegerType, false) :: Nil))
+  case _ =>
+copy(function = f(function, (elementType, containsNull) :: Nil))
 
 Review comment:
   Yes, it does. See the test here: 
https://github.com/apache/spark/pull/25666/files#diff-8e1a34391fdefa4a3a0349d7d454d86fR2204.


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[GitHub] [spark] SparkQA removed a comment on issue #25962: [SPARK-29285][Shuffle] Temporary shuffle files should be able to handle disk failures

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[GitHub] [spark] dongjoon-hyun closed pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun closed pull request #25969: [SPARK-29297][TESTS] Compare 
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URL: https://github.com/apache/spark/pull/25969
 
 
   


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[GitHub] [spark] SparkQA commented on issue #25962: [SPARK-29285][Shuffle] Temporary shuffle files should be able to handle disk failures

2019-09-29 Thread GitBox
SparkQA commented on issue #25962: [SPARK-29285][Shuffle] Temporary shuffle 
files should be able to handle disk failures
URL: https://github.com/apache/spark/pull/25962#issuecomment-536398734
 
 
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[GitHub] [spark] dongjoon-hyun commented on issue #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on issue #25969: [SPARK-29297][TESTS] Compare 
`core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#issuecomment-536398547
 
 
   Thank you for review. Merged to master.


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[GitHub] [spark] viirya commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
viirya commented on a change in pull request #25969: [SPARK-29297][TESTS] 
Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329406755
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-results.txt
 ##
 @@ -2,39 +2,39 @@
 Properties Cloning
 

 
-Java HotSpot(TM) 64-Bit Server VM 1.8.0_131-b11 on Mac OS X 10.14.6
-Intel(R) Core(TM) i9-8950HK CPU @ 2.90GHz
+OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.24184.0   1.0X
-Utils.cloneProperties 0  0 
  0 55.6  18.0 232.4X
+SerializationUtils.clone  0  0 
  0  0.1   13640.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.6 608.0  22.4X
 
 Review comment:
   I see. This just updates benchmark result. So I think it is fine.


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[GitHub] [spark] viirya commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
viirya commented on a change in pull request #25969: [SPARK-29297][TESTS] 
Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329406585
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-jdk11-results.txt
 ##
 @@ -6,35 +6,35 @@ OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 
3.10.0-862.3.2.el7.x86_64
 Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.1   13755.0   1.0X
-Utils.cloneProperties 0  0 
  0  3.5 285.0  48.3X
+SerializationUtils.clone  0  0 
  0  0.1   11539.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.7 572.0  20.2X
 
 Review comment:
   oh, I meant previously 48.3X -> now 20.2X, so seems the speed up of 
Utils.cloneProperties seems less.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25969: 
[SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329406224
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-results.txt
 ##
 @@ -2,39 +2,39 @@
 Properties Cloning
 

 
-Java HotSpot(TM) 64-Bit Server VM 1.8.0_131-b11 on Mac OS X 10.14.6
-Intel(R) Core(TM) i9-8950HK CPU @ 2.90GHz
+OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.24184.0   1.0X
-Utils.cloneProperties 0  0 
  0 55.6  18.0 232.4X
+SerializationUtils.clone  0  0 
  0  0.1   13640.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.6 608.0  22.4X
 
 Review comment:
   This is due to the change from `Mac OS X` to `Linux Server`. We can ignore 
the previous `Mac OS X` because Spark is running on server in production.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25969: 
[SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329406224
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-results.txt
 ##
 @@ -2,39 +2,39 @@
 Properties Cloning
 

 
-Java HotSpot(TM) 64-Bit Server VM 1.8.0_131-b11 on Mac OS X 10.14.6
-Intel(R) Core(TM) i9-8950HK CPU @ 2.90GHz
+OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.24184.0   1.0X
-Utils.cloneProperties 0  0 
  0 55.6  18.0 232.4X
+SerializationUtils.clone  0  0 
  0  0.1   13640.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.6 608.0  22.4X
 
 Review comment:
   This is a change from `Mac OS X` to `Linux Server`. We can ignore `Mac OS X` 
because Spark is running on server in production.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25969: 
[SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329406224
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-results.txt
 ##
 @@ -2,39 +2,39 @@
 Properties Cloning
 

 
-Java HotSpot(TM) 64-Bit Server VM 1.8.0_131-b11 on Mac OS X 10.14.6
-Intel(R) Core(TM) i9-8950HK CPU @ 2.90GHz
+OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.24184.0   1.0X
-Utils.cloneProperties 0  0 
  0 55.6  18.0 232.4X
+SerializationUtils.clone  0  0 
  0  0.1   13640.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.6 608.0  22.4X
 
 Review comment:
   This is a change from `Mac OS X` to `Linux Server`. We can ignore the 
previous `Mac OS X` because Spark is running on server in production.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25969: 
[SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329406071
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-jdk11-results.txt
 ##
 @@ -6,35 +6,35 @@ OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 
3.10.0-862.3.2.el7.x86_64
 Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.1   13755.0   1.0X
-Utils.cloneProperties 0  0 
  0  3.5 285.0  48.3X
+SerializationUtils.clone  0  0 
  0  0.1   11539.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.7 572.0  20.2X
 
 Review comment:
   Thank you for review. Do you mean JDK11 is slower? Here, JDK8 took more 
time. The following is the JDK8 result in this PR. JDK11 took `572.0ns` per row 
while JDK8 did `608.0ns` per row.
   ```
   SerializationUtils.clone  0  0   
0  0.1   13640.0   1.0X
   Utils.cloneProperties 0  0   
0  1.6 608.0  22.4X
   ```


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URL: https://github.com/apache/spark/pull/25198#issuecomment-536393592
 
 
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[GitHub] [spark] viirya commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
viirya commented on a change in pull request #25969: [SPARK-29297][TESTS] 
Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329402650
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-results.txt
 ##
 @@ -2,39 +2,39 @@
 Properties Cloning
 

 
-Java HotSpot(TM) 64-Bit Server VM 1.8.0_131-b11 on Mac OS X 10.14.6
-Intel(R) Core(TM) i9-8950HK CPU @ 2.90GHz
+OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.24184.0   1.0X
-Utils.cloneProperties 0  0 
  0 55.6  18.0 232.4X
+SerializationUtils.clone  0  0 
  0  0.1   13640.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.6 608.0  22.4X
 
 Review comment:
   232 -> 22? Looks slower significantly.


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[GitHub] [spark] viirya commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
viirya commented on a change in pull request #25969: [SPARK-29297][TESTS] 
Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329402018
 
 

 ##
 File path: core/benchmarks/PropertiesCloneBenchmark-jdk11-results.txt
 ##
 @@ -6,35 +6,35 @@ OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 
3.10.0-862.3.2.el7.x86_64
 Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Empty Properties: Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-SerializationUtils.clone  0  0 
  0  0.1   13755.0   1.0X
-Utils.cloneProperties 0  0 
  0  3.5 285.0  48.3X
+SerializationUtils.clone  0  0 
  0  0.1   11539.0   1.0X
+Utils.cloneProperties 0  0 
  0  1.7 572.0  20.2X
 
 Review comment:
   Seems only this is slower?


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[GitHub] [spark] SparkQA commented on issue #25198: [SPARK-28443][SQL] Spark sql add exception when create field type NullType

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[GitHub] [spark] SparkQA commented on issue #25963: [SPARK-28137][SQL] Add Postgresql function to_number.

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URL: https://github.com/apache/spark/pull/25963#issuecomment-536391328
 
 
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[GitHub] [spark] SparkQA commented on issue #25464: [SPARK-28746][SQL] Add partitionby hint for sql queries

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[GitHub] [spark] dongjoon-hyun commented on issue #25970: [SPARK-29186][SQL][2.4][Followup] AliasIdentifier should be converted to Json in prettyJson

2019-09-29 Thread GitBox
dongjoon-hyun commented on issue #25970: [SPARK-29186][SQL][2.4][Followup] 
AliasIdentifier should be converted to Json in prettyJson
URL: https://github.com/apache/spark/pull/25970#issuecomment-536390690
 
 
   No problem~


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25969: 
[SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329401344
 
 

 ##
 File path: core/benchmarks/XORShiftRandomBenchmark-results.txt
 ##
 @@ -2,43 +2,43 @@
 Pseudo random
 

 
-OpenJDK 64-Bit Server VM 1.8.0_191-b12 on Linux 3.10.0-862.3.2.el7.x86_64
+OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
 
 Review comment:
   This is regenerate to match the format. There is no effective change 
according to the result.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25969: 
[SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329401188
 
 

 ##
 File path: core/benchmarks/CoalescedRDDBenchmark-results.txt
 ##
 @@ -2,39 +2,39 @@
 Coalesced RDD , large scale
 

 
-Java HotSpot(TM) 64-Bit Server VM 1.8.0_201-b09 on Windows 10 10.0
-Intel64 Family 6 Model 63 Stepping 2, GenuineIntel
+OpenJDK 64-Bit Server VM 1.8.0_222-b10 on Linux 3.10.0-862.3.2.el7.x86_64
+Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 
 Review comment:
   This is regenerated to compare with JDK11. There is no change in JDK8.


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[GitHub] [spark] dongjoon-hyun commented on a change in pull request #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on a change in pull request #25969: 
[SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#discussion_r329401132
 
 

 ##
 File path: core/benchmarks/CoalescedRDDBenchmark-jdk11-results.txt
 ##
 @@ -6,35 +6,35 @@ OpenJDK 64-Bit Server VM 11.0.4+11-LTS on Linux 
3.10.0-862.3.2.el7.x86_64
 Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz
 Coalesced RDD:Best Time(ms)   Avg Time(ms)   
Stdev(ms)Rate(M/s)   Per Row(ns)   Relative
 

-Coalesce Num Partitions: 100 Num Hosts: 1455623
 151  0.24547.4   1.0X
-Coalesce Num Partitions: 100 Num Hosts: 5340409
  65  0.33397.1   1.3X
-Coalesce Num Partitions: 100 Num Hosts: 10292363   
   95  0.32923.3   1.6X
-Coalesce Num Partitions: 100 Num Hosts: 20307320   
   11  0.33069.8   1.5X
-Coalesce Num Partitions: 100 Num Hosts: 40333368   
   55  0.33329.1   1.4X
-Coalesce Num Partitions: 100 Num Hosts: 80286338   
   63  0.32862.5   1.6X
-Coalesce Num Partitions: 500 Num Hosts: 1769837
  59  0.17693.5   0.6X
-Coalesce Num Partitions: 500 Num Hosts: 5427461
  31  0.24268.5   1.1X
-Coalesce Num Partitions: 500 Num Hosts: 10372389   
   27  0.33722.2   1.2X
-Coalesce Num Partitions: 500 Num Hosts: 20347365   
   31  0.33468.5   1.3X
-Coalesce Num Partitions: 500 Num Hosts: 40335336   
1  0.33347.3   1.4X
-Coalesce Num Partitions: 500 Num Hosts: 80329360   
   49  0.33294.5   1.4X
-Coalesce Num Partitions: 1000 Num Hosts: 1   1254   1292   
   47  0.1   12538.6   0.4X
-Coalesce Num Partitions: 1000 Num Hosts: 5518553   
   47  0.25177.0   0.9X
-Coalesce Num Partitions: 1000 Num Hosts: 10394432  
42  0.33937.3   1.2X
-Coalesce Num Partitions: 1000 Num Hosts: 20341381  
44  0.33414.4   1.3X
-Coalesce Num Partitions: 1000 Num Hosts: 40313358  
48  0.33134.9   1.5X
-Coalesce Num Partitions: 1000 Num Hosts: 80335360  
38  0.33347.0   1.4X
-Coalesce Num Partitions: 5000 Num Hosts: 1   3937   4066   
  156  0.0   39375.0   0.1X
-Coalesce Num Partitions: 5000 Num Hosts: 5   1413   1453   
   40  0.1   14133.4   0.3X
-Coalesce Num Partitions: 5000 Num Hosts: 10826861  
49  0.18255.2   0.6X
-Coalesce Num Partitions: 5000 Num Hosts: 20542609  
58  0.25423.3   0.8X
-Coalesce Num Partitions: 5000 Num Hosts: 40410470  
64  0.24101.0   1.1X
-Coalesce Num Partitions: 5000 Num Hosts: 80352427  
69  0.33515.3   1.3X
-Coalesce Num Partitions: 1 Num Hosts: 1   7101   7151  
54  0.0   71007.4   0.1X
-Coalesce Num Partitions: 1 Num Hosts: 5   2540   2582  
59  0.0   25396.2   0.2X
-Coalesce Num Partitions: 1 Num Hosts: 10   1378   1432 
 48  0.1   13781.4   0.3X
-Coalesce Num Partitions: 1 Num Hosts: 20829867 
 66  0.18286.8   0.5X
-Coalesce Num Partitions: 1 Num Hosts: 40573630 
 49  0.25730.2   0.8X
-Coalesce Num Partitions: 1 Num Hosts: 80438449 
  9  0.24382.5   1.0X
+Coalesce Num Partitions: 100 Num Hosts: 1344360
  14  0.33441.4   1.0X
 
 Review comment:
   This is improved via https://github.com/apache/spark/pull/25966 .


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[GitHub] [spark] dongjoon-hyun commented on issue #25969: [SPARK-29297][TESTS] Compare `core`/`mllib` module benchmarks in JDK8/11

2019-09-29 Thread GitBox
dongjoon-hyun commented on issue #25969: [SPARK-29297][TESTS] Compare 
`core`/`mllib` module benchmarks in JDK8/11
URL: https://github.com/apache/spark/pull/25969#issuecomment-536390043
 
 
   Could you review this please, @viirya ?


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[GitHub] [spark] viirya commented on issue #25970: [SPARK-29186][SQL][2.4][Followup] AliasIdentifier should be converted to Json in prettyJson

2019-09-29 Thread GitBox
viirya commented on issue #25970: [SPARK-29186][SQL][2.4][Followup] 
AliasIdentifier should be converted to Json in prettyJson
URL: https://github.com/apache/spark/pull/25970#issuecomment-536389929
 
 
   Thanks @dongjoon-hyun 


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[GitHub] [spark] dongjoon-hyun closed pull request #25970: [SPARK-29186][SQL][2.4][Followup] AliasIdentifier should be converted to Json in prettyJson

2019-09-29 Thread GitBox
dongjoon-hyun closed pull request #25970: [SPARK-29186][SQL][2.4][Followup] 
AliasIdentifier should be converted to Json in prettyJson
URL: https://github.com/apache/spark/pull/25970
 
 
   


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[GitHub] [spark] dongjoon-hyun commented on issue #25970: [SPARK-29186][SQL][2.4][Followup] AliasIdentifier should be converted to Json in prettyJson

2019-09-29 Thread GitBox
dongjoon-hyun commented on issue #25970: [SPARK-29186][SQL][2.4][Followup] 
AliasIdentifier should be converted to Json in prettyJson
URL: https://github.com/apache/spark/pull/25970#issuecomment-536389532
 
 
   It was a compilation error, and now GitHub Action looks good. I'll merge 
this to branch-2.4.


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[GitHub] [spark] SparkQA commented on issue #25963: [SPARK-28137][SQL] Add Postgresql function to_number.

2019-09-29 Thread GitBox
SparkQA commented on issue #25963: [SPARK-28137][SQL] Add Postgresql function 
to_number.
URL: https://github.com/apache/spark/pull/25963#issuecomment-536389319
 
 
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* This patch **fails Scala style tests**.
* This patch merges cleanly.
* This patch adds no public classes.


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[GitHub] [spark] AmplabJenkins commented on issue #25971: [SPARK-29298][CORE] Separate block manager heartbeat endpoint from driver endpoint

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URL: https://github.com/apache/spark/pull/25971#issuecomment-536389211
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #25963: [SPARK-28137][SQL] Add Postgresql function to_number.

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AmplabJenkins commented on issue #25963: [SPARK-28137][SQL] Add Postgresql 
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URL: https://github.com/apache/spark/pull/25963#issuecomment-536389201
 
 
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[GitHub] [spark] AmplabJenkins commented on issue #25963: [SPARK-28137][SQL] Add Postgresql function to_number.

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AmplabJenkins commented on issue #25963: [SPARK-28137][SQL] Add Postgresql 
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[GitHub] [spark] AmplabJenkins commented on issue #25971: [SPARK-29298][CORE] Separate block manager heartbeat endpoint from driver endpoint

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AmplabJenkins commented on issue #25971: [SPARK-29298][CORE] Separate block 
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[GitHub] [spark] SparkQA commented on issue #25971: [SPARK-29298][CORE] Separate block manager heartbeat endpoint from driver endpoint

2019-09-29 Thread GitBox
SparkQA commented on issue #25971: [SPARK-29298][CORE] Separate block manager 
heartbeat endpoint from driver endpoint
URL: https://github.com/apache/spark/pull/25971#issuecomment-536388988
 
 
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