From e2e17c16731c6b4f2059146cd34acdb64cd6b5d4 Mon Sep 17 00:00:00 2001 From: mingkim Date: Sun, 25 Jul 2021 19:59:42 +0200 Subject: [PATCH 01/10] Support TPCDSQueryBenchmark in Benchmarks --- .github/workflows/benchmark.yml | 104 ++++++++++++++++-- .../apache/spark/benchmark/Benchmarks.scala | 7 +- 2 files changed, 101 insertions(+), 10 deletions(-) diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index 9a599b9ca30bc..63fb491ed813a 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -19,32 +19,107 @@ on: description: 'Number of job splits' required: true default: '1' + run-tcp-ds-query-benchmark: + description: 'Run TPCDSQueryBenchmark: true or false' + required: false + default: 'false' jobs: matrix-gen: name: Generate matrix for job splits runs-on: ubuntu-20.04 outputs: - matrix: ${{ steps.set-matrix.outputs.matrix }} + class: ${{ steps.set-matrix.outputs.class }} + split: ${{ steps.set-matrix.outputs.split }} + num-split: ${{ steps.set-matrix.outputs.num-split }} env: + SPARK_BENCHMARK_CLASS: ${{ github.event.inputs.class }} SPARK_BENCHMARK_NUM_SPLITS: ${{ github.event.inputs.num-splits }} steps: - name: Generate matrix id: set-matrix - run: echo "::set-output name=matrix::["`seq -s, 1 $SPARK_BENCHMARK_NUM_SPLITS`"]" + run: | + echo "::set-output name=class::['"$SPARK_BENCHMARK_CLASS"']" + echo "::set-output name=split::["`seq -s, 1 $SPARK_BENCHMARK_NUM_SPLITS`"]" + echo "::set-output name=num-split::['"$SPARK_BENCHMARK_NUM_SPLITS"']" + + generate-TCP-DS-dataset: + name: "Generate an input dataset for TPCDSQueryBenchmark" + if: github.event.inputs.run-tcp-ds-query-benchmark == 'true' + runs-on: ubuntu-20.04 + env: + SPARK_GENERATE_BENCHMARK_FILES: 1 + SPARK_LOCAL_IP: localhost + steps: + - name: Checkout Spark repository + uses: actions/checkout@v2 + # In order to get diff files + with: + fetch-depth: 0 + - name: Cache Scala, SBT and Maven + uses: actions/cache@v2 + with: + path: | + build/apache-maven-* + build/scala-* + build/*.jar + ~/.sbt + key: build-${{ hashFiles('**/pom.xml', 'project/build.properties', 'build/mvn', 'build/sbt', 'build/sbt-launch-lib.bash', 'build/spark-build-info') }} + restore-keys: | + build- + - name: Cache Coursier local repository + uses: actions/cache@v2 + with: + path: ~/.cache/coursier + key: benchmark-coursier-${{ github.event.inputs.jdk }}-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }} + restore-keys: | + benchmark-coursier-${{ github.event.inputs.jdk }} + - name: Install Java ${{ github.event.inputs.jdk }} + uses: actions/setup-java@v1 + with: + java-version: ${{ github.event.inputs.jdk }} + - name: Cache TPC-DS generated data + id: cache-tpcds-sf-1 + uses: actions/cache@v2 + with: + path: ./tpcds-sf-1 + key: tpcds-${{ hashFiles('.github/workflows/benchmark.yml', 'sql/core/src/test/scala/org/apache/spark/sql/TPCDSSchema.scala') }} + - name: Checkout tpcds-kit repository + if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' + uses: actions/checkout@v2 + with: + repository: databricks/tpcds-kit + ref: 2a5078a782192ddb6efbcead8de9973d6ab4f069 + path: ./tpcds-kit + - name: Build tpcds-kit + if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' + run: cd tpcds-kit/tools && make OS=LINUX + - name: Generate TPC-DS (SF=1) table data + if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' + run: build/sbt "sql/test:runMain org.apache.spark.sql.GenTPCDSData --dsdgenDir `pwd`/tpcds-kit/tools --location `pwd`/tpcds-sf-1 --scaleFactor 1 --numPartitions 1 --overwrite" benchmark: - name: "Run benchmarks: ${{ github.event.inputs.class }} (JDK ${{ github.event.inputs.jdk }}, ${{ matrix.split }} out of ${{ github.event.inputs.num-splits }} splits)" - needs: matrix-gen + name: "Run benchmarks: ${{ matrix.class }} (JDK ${{ github.event.inputs.jdk }}, ${{ matrix.split }} out of ${{ github.event.inputs.num-splits }} splits)" + if: always() + needs: [matrix-gen, generate-TCP-DS-dataset] # Ubuntu 20.04 is the latest LTS. The next LTS is 22.04. runs-on: ubuntu-20.04 strategy: fail-fast: false matrix: - split: ${{fromJSON(needs.matrix-gen.outputs.matrix)}} + class: ${{ fromJSON(needs.matrix-gen.outputs.class) }} + split: ${{ fromJSON(needs.matrix-gen.outputs.split) }} + num-split: ${{ fromJSON(needs.matrix-gen.outputs.num-split) }} + include: + - class: org.apache.spark.sql.execution.benchmark.TPCDSQueryBenchmark + num-split: 1 + split: 1 + benchmark-arg: "--data-location tpcds-sf-1" env: SPARK_BENCHMARK_FAILFAST: ${{ github.event.inputs.failfast }} - SPARK_BENCHMARK_NUM_SPLITS: ${{ github.event.inputs.num-splits }} + SPARK_BENCHMARK_NUM_SPLITS: ${{ matrix.num-split }} + SPARK_BENCHMARK_CLASS: ${{ matrix.class }} + SPARK_BENCHMARK_ARG: ${{ matrix.benchmark-arg }} SPARK_BENCHMARK_CUR_SPLIT: ${{ matrix.split }} SPARK_GENERATE_BENCHMARK_FILES: 1 SPARK_LOCAL_IP: localhost @@ -78,7 +153,19 @@ jobs: uses: actions/setup-java@v1 with: java-version: ${{ github.event.inputs.jdk }} + - name: Cache TPC-DS generated data + id: cache-tpcds-sf-1 + uses: actions/cache@v2 + with: + path: ./tpcds-sf-1 + key: tpcds-${{ hashFiles('.github/workflows/benchmark.yml', 'sql/core/src/test/scala/org/apache/spark/sql/TPCDSSchema.scala') }} - name: Run benchmarks + # TPCDSQueryBenchmark needs to be executed only if run-tcp-ds-query-benchmark is 'true' + if: | + matrix.class != 'org.apache.spark.sql.execution.benchmark.TPCDSQueryBenchmark' || + (matrix.class == 'org.apache.spark.sql.execution.benchmark.TPCDSQueryBenchmark' && + github.event.inputs.run-tcp-ds-query-benchmark == 'true' && + matrix.benchmark-arg) run: | ./build/sbt -Pyarn -Pmesos -Pkubernetes -Phive -Phive-thriftserver -Phadoop-cloud -Pkinesis-asl -Pspark-ganglia-lgpl test:package # Make less noisy @@ -89,11 +176,12 @@ jobs: --driver-memory 6g --class org.apache.spark.benchmark.Benchmarks \ --jars "`find . -name '*-SNAPSHOT-tests.jar' -o -name '*avro*-SNAPSHOT.jar' | paste -sd ',' -`" \ "`find . -name 'spark-core*-SNAPSHOT-tests.jar'`" \ - "${{ github.event.inputs.class }}" + $SPARK_BENCHMARK_CLASS \ + $SPARK_BENCHMARK_ARG # To keep the directory structure and file permissions, tar them # See also https://github.com/actions/upload-artifact#maintaining-file-permissions-and-case-sensitive-files echo "Preparing the benchmark results:" - tar -cvf benchmark-results-${{ github.event.inputs.jdk }}.tar `git diff --name-only` `git ls-files --others --exclude-standard` + tar -cvf benchmark-results-${{ github.event.inputs.jdk }}.tar `git diff --name-only` `git ls-files --others --exclude=tpcds-sf-1 --exclude-standard` - name: Upload benchmark results uses: actions/upload-artifact@v2 with: diff --git a/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala b/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala index 2bb70bc75f6bb..fadec72a1fd27 100644 --- a/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala +++ b/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala @@ -96,8 +96,11 @@ object Benchmarks { require(args.length > 0, "Benchmark class to run should be specified.") if ( info.getName.endsWith("Benchmark") && - // TODO(SPARK-34927): Support TPCDSQueryBenchmark in Benchmarks - !info.getName.endsWith("TPCDSQueryBenchmark") && + ( + !info.getName.endsWith("TPCDSQueryBenchmark") || + // Is TPCDS Datset provided? + (info.getName.endsWith("TPCDSQueryBenchmark") && args.contains("--data-location")) + ) && matcher.matches(Paths.get(info.getName)) && Try(runBenchmark).isSuccess && // Does this has a main method? !Modifier.isAbstract(clazz.getModifiers) // Is this a regular class? From 7efd0b22c6906ba729ab585e76bf2e355a5aea02 Mon Sep 17 00:00:00 2001 From: mingkim Date: Thu, 29 Jul 2021 00:41:41 +0200 Subject: [PATCH 02/10] added comments and used a lower-cased job name --- .github/workflows/benchmark.yml | 5 +++-- .github/workflows/build_and_test.yml | 1 + 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index 63fb491ed813a..ba2b9f0dc7374 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -43,7 +43,8 @@ jobs: echo "::set-output name=split::["`seq -s, 1 $SPARK_BENCHMARK_NUM_SPLITS`"]" echo "::set-output name=num-split::['"$SPARK_BENCHMARK_NUM_SPLITS"']" - generate-TCP-DS-dataset: + # Any TPC-DS related updates on this job need to be applied to tpcds-1g job of build_and_test.yml as well + generate-tpc-ds-dataset: name: "Generate an input dataset for TPCDSQueryBenchmark" if: github.event.inputs.run-tcp-ds-query-benchmark == 'true' runs-on: ubuntu-20.04 @@ -101,7 +102,7 @@ jobs: benchmark: name: "Run benchmarks: ${{ matrix.class }} (JDK ${{ github.event.inputs.jdk }}, ${{ matrix.split }} out of ${{ github.event.inputs.num-splits }} splits)" if: always() - needs: [matrix-gen, generate-TCP-DS-dataset] + needs: [matrix-gen, generate-tpc-ds-dataset] # Ubuntu 20.04 is the latest LTS. The next LTS is 22.04. runs-on: ubuntu-20.04 strategy: diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml index 39ddc2ce3c8ce..bedf4e5d55959 100644 --- a/.github/workflows/build_and_test.yml +++ b/.github/workflows/build_and_test.yml @@ -573,6 +573,7 @@ jobs: run: | ./build/sbt -Pyarn -Pmesos -Pkubernetes -Phive -Phive-thriftserver -Phadoop-cloud -Pkinesis-asl -Phadoop-2.7 compile test:compile + # Any TPC-DS related updates on this job need to be applied to generate-tpc-ds-dataset job of benchmark.yml as well tpcds-1g: needs: configure-jobs if: needs.configure-jobs.outputs.type == 'regular' From 167e7b4fe03ac3f8ff4fcdc0fa169245c02409e7 Mon Sep 17 00:00:00 2001 From: mingkim Date: Mon, 2 Aug 2021 00:18:53 +0200 Subject: [PATCH 03/10] removed a matrix dimension --- .github/workflows/benchmark.yml | 33 ++++--------------- .../apache/spark/benchmark/Benchmarks.scala | 4 ++- 2 files changed, 9 insertions(+), 28 deletions(-) diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index ba2b9f0dc7374..c6dce4facfd94 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -29,19 +29,13 @@ jobs: name: Generate matrix for job splits runs-on: ubuntu-20.04 outputs: - class: ${{ steps.set-matrix.outputs.class }} - split: ${{ steps.set-matrix.outputs.split }} - num-split: ${{ steps.set-matrix.outputs.num-split }} + matrix: ${{ steps.set-matrix.outputs.matrix }} env: - SPARK_BENCHMARK_CLASS: ${{ github.event.inputs.class }} SPARK_BENCHMARK_NUM_SPLITS: ${{ github.event.inputs.num-splits }} steps: - name: Generate matrix id: set-matrix - run: | - echo "::set-output name=class::['"$SPARK_BENCHMARK_CLASS"']" - echo "::set-output name=split::["`seq -s, 1 $SPARK_BENCHMARK_NUM_SPLITS`"]" - echo "::set-output name=num-split::['"$SPARK_BENCHMARK_NUM_SPLITS"']" + run: echo "::set-output name=matrix::["`seq -s, 1 $SPARK_BENCHMARK_NUM_SPLITS`"]" # Any TPC-DS related updates on this job need to be applied to tpcds-1g job of build_and_test.yml as well generate-tpc-ds-dataset: @@ -51,6 +45,7 @@ jobs: env: SPARK_GENERATE_BENCHMARK_FILES: 1 SPARK_LOCAL_IP: localhost + TPC_DS_DATA_LOC: "--data-location tpcds-sf-1" steps: - name: Checkout Spark repository uses: actions/checkout@v2 @@ -108,20 +103,10 @@ jobs: strategy: fail-fast: false matrix: - class: ${{ fromJSON(needs.matrix-gen.outputs.class) }} - split: ${{ fromJSON(needs.matrix-gen.outputs.split) }} - num-split: ${{ fromJSON(needs.matrix-gen.outputs.num-split) }} - include: - - class: org.apache.spark.sql.execution.benchmark.TPCDSQueryBenchmark - num-split: 1 - split: 1 - benchmark-arg: "--data-location tpcds-sf-1" + split: ${{fromJSON(needs.matrix-gen.outputs.matrix)}} env: SPARK_BENCHMARK_FAILFAST: ${{ github.event.inputs.failfast }} - SPARK_BENCHMARK_NUM_SPLITS: ${{ matrix.num-split }} - SPARK_BENCHMARK_CLASS: ${{ matrix.class }} - SPARK_BENCHMARK_ARG: ${{ matrix.benchmark-arg }} - SPARK_BENCHMARK_CUR_SPLIT: ${{ matrix.split }} + SPARK_BENCHMARK_NUM_SPLITS: ${{ github.event.inputs.num-splits }} SPARK_GENERATE_BENCHMARK_FILES: 1 SPARK_LOCAL_IP: localhost # To prevent spark.test.home not being set. See more detail in SPARK-36007. @@ -161,12 +146,6 @@ jobs: path: ./tpcds-sf-1 key: tpcds-${{ hashFiles('.github/workflows/benchmark.yml', 'sql/core/src/test/scala/org/apache/spark/sql/TPCDSSchema.scala') }} - name: Run benchmarks - # TPCDSQueryBenchmark needs to be executed only if run-tcp-ds-query-benchmark is 'true' - if: | - matrix.class != 'org.apache.spark.sql.execution.benchmark.TPCDSQueryBenchmark' || - (matrix.class == 'org.apache.spark.sql.execution.benchmark.TPCDSQueryBenchmark' && - github.event.inputs.run-tcp-ds-query-benchmark == 'true' && - matrix.benchmark-arg) run: | ./build/sbt -Pyarn -Pmesos -Pkubernetes -Phive -Phive-thriftserver -Phadoop-cloud -Pkinesis-asl -Pspark-ganglia-lgpl test:package # Make less noisy @@ -177,7 +156,7 @@ jobs: --driver-memory 6g --class org.apache.spark.benchmark.Benchmarks \ --jars "`find . -name '*-SNAPSHOT-tests.jar' -o -name '*avro*-SNAPSHOT.jar' | paste -sd ',' -`" \ "`find . -name 'spark-core*-SNAPSHOT-tests.jar'`" \ - $SPARK_BENCHMARK_CLASS \ + "${{ github.event.inputs.class }}" \ $SPARK_BENCHMARK_ARG # To keep the directory structure and file permissions, tar them # See also https://github.com/actions/upload-artifact#maintaining-file-permissions-and-case-sensitive-files diff --git a/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala b/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala index fadec72a1fd27..fbe31ea75d22d 100644 --- a/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala +++ b/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala @@ -80,6 +80,8 @@ object Benchmarks { "SPARK_BENCHMARK_NUM_SPLITS").map(_.toLowerCase(Locale.ROOT).trim.toInt).getOrElse(1) val currentSplit = sys.env.get( "SPARK_BENCHMARK_CUR_SPLIT").map(_.toLowerCase(Locale.ROOT).trim.toInt - 1).getOrElse(0) + val TPCDSDataLoc = sys.env.get( + "TPC_DS_DATA_LOC").map(_.toLowerCase(Locale.ROOT).trim).getOrElse("") var numBenchmark = 0 var isBenchmarkFound = false @@ -99,7 +101,7 @@ object Benchmarks { ( !info.getName.endsWith("TPCDSQueryBenchmark") || // Is TPCDS Datset provided? - (info.getName.endsWith("TPCDSQueryBenchmark") && args.contains("--data-location")) + (info.getName.endsWith("TPCDSQueryBenchmark") && TPCDSDataLoc.nonEmpty) ) && matcher.matches(Paths.get(info.getName)) && Try(runBenchmark).isSuccess && // Does this has a main method? From 513fa4f8cc8c06d9b0f2759a562d4e0a7cf0c1a0 Mon Sep 17 00:00:00 2001 From: mingkim Date: Fri, 6 Aug 2021 00:28:43 +0200 Subject: [PATCH 04/10] added a comment --- .../src/test/scala/org/apache/spark/benchmark/Benchmarks.scala | 3 +++ 1 file changed, 3 insertions(+) diff --git a/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala b/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala index fbe31ea75d22d..0655125f2251f 100644 --- a/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala +++ b/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala @@ -68,6 +68,9 @@ import com.google.common.reflect.ClassPath * "`find . -name 'spark-core*-SNAPSHOT-tests.jar'`" \ * "org.apache.spark.sql.execution.datasources.*" * }}} + * + * if you define TPC_DS_DATA_LOC environment variable with a proper TPC-DS data location, + * TPCDSQueryBenchmark is triggered as well. */ object Benchmarks { From 8389a0f7c7febe1d3c9489ce18b61a1501f6f0d1 Mon Sep 17 00:00:00 2001 From: mingkim Date: Fri, 6 Aug 2021 00:33:52 +0200 Subject: [PATCH 05/10] replace matrix.class to display a proper title in GA --- .github/workflows/benchmark.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index c6dce4facfd94..b4648d13e7070 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -95,7 +95,7 @@ jobs: run: build/sbt "sql/test:runMain org.apache.spark.sql.GenTPCDSData --dsdgenDir `pwd`/tpcds-kit/tools --location `pwd`/tpcds-sf-1 --scaleFactor 1 --numPartitions 1 --overwrite" benchmark: - name: "Run benchmarks: ${{ matrix.class }} (JDK ${{ github.event.inputs.jdk }}, ${{ matrix.split }} out of ${{ github.event.inputs.num-splits }} splits)" + name: "Run benchmarks: ${{ github.event.inputs.class }} (JDK ${{ github.event.inputs.jdk }}, ${{ matrix.split }} out of ${{ github.event.inputs.num-splits }} splits)" if: always() needs: [matrix-gen, generate-tpc-ds-dataset] # Ubuntu 20.04 is the latest LTS. The next LTS is 22.04. From 6d9f04829500820a4cea186e42ff71ae72e81aa4 Mon Sep 17 00:00:00 2001 From: Kazuyuki Tanimura Date: Mon, 27 Jun 2022 17:23:02 -0700 Subject: [PATCH 06/10] [SPARK-34927][INFRA] Support TPCDSQueryBenchmark in Benchmarks --- .github/workflows/benchmark.yml | 19 ++++++------------- .github/workflows/build_and_test.yml | 2 +- .../apache/spark/benchmark/Benchmarks.scala | 10 ---------- .../TPCDSQueryBenchmarkArguments.scala | 2 +- 4 files changed, 8 insertions(+), 25 deletions(-) diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index 811c159512358..2ef31207befe0 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -42,10 +42,6 @@ on: description: 'Number of job splits' required: true default: '1' - run-tcp-ds-query-benchmark: - description: 'Run TPCDSQueryBenchmark: true or false' - required: false - default: 'false' jobs: matrix-gen: @@ -61,14 +57,11 @@ jobs: run: echo "::set-output name=matrix::["`seq -s, 1 $SPARK_BENCHMARK_NUM_SPLITS`"]" # Any TPC-DS related updates on this job need to be applied to tpcds-1g job of build_and_test.yml as well - generate-tpc-ds-dataset: - name: "Generate an input dataset for TPCDSQueryBenchmark" - if: github.event.inputs.run-tcp-ds-query-benchmark == 'true' + tpcds-1g-gen: + name: "Generate an input dataset for TPCDSQueryBenchmark with SF=1" runs-on: ubuntu-20.04 env: - SPARK_GENERATE_BENCHMARK_FILES: 1 SPARK_LOCAL_IP: localhost - TPC_DS_DATA_LOC: "--data-location tpcds-sf-1" steps: - name: Checkout Spark repository uses: actions/checkout@v2 @@ -119,8 +112,7 @@ jobs: benchmark: name: "Run benchmarks: ${{ github.event.inputs.class }} (JDK ${{ github.event.inputs.jdk }}, Scala ${{ github.event.inputs.scala }}, ${{ matrix.split }} out of ${{ github.event.inputs.num-splits }} splits)" - if: always() - needs: [matrix-gen, generate-tpc-ds-dataset] + needs: [matrix-gen, tpcds-1g-gen] # Ubuntu 20.04 is the latest LTS. The next LTS is 22.04. runs-on: ubuntu-20.04 strategy: @@ -130,6 +122,8 @@ jobs: env: SPARK_BENCHMARK_FAILFAST: ${{ github.event.inputs.failfast }} SPARK_BENCHMARK_NUM_SPLITS: ${{ github.event.inputs.num-splits }} + SPARK_BENCHMARK_CUR_SPLIT: ${{ matrix.split }} + SPARK_TPCDS_DATA: $HOME/tpcds-kit SPARK_GENERATE_BENCHMARK_FILES: 1 SPARK_LOCAL_IP: localhost # To prevent spark.test.home not being set. See more detail in SPARK-36007. @@ -180,8 +174,7 @@ jobs: --driver-memory 6g --class org.apache.spark.benchmark.Benchmarks \ --jars "`find . -name '*-SNAPSHOT-tests.jar' -o -name '*avro*-SNAPSHOT.jar' | paste -sd ',' -`" \ "`find . -name 'spark-core*-SNAPSHOT-tests.jar'`" \ - "${{ github.event.inputs.class }}" \ - $SPARK_BENCHMARK_ARG + "${{ github.event.inputs.class }}" # Revert to default Scala version to clean up unnecessary git diff dev/change-scala-version.sh 2.12 # To keep the directory structure and file permissions, tar them diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml index 6f45dc54ac2f7..3d5cfde418ef1 100644 --- a/.github/workflows/build_and_test.yml +++ b/.github/workflows/build_and_test.yml @@ -635,7 +635,7 @@ jobs: ./dev/change-scala-version.sh 2.13 ./build/sbt -Pyarn -Pmesos -Pkubernetes -Pvolcano -Phive -Phive-thriftserver -Phadoop-cloud -Pkinesis-asl -Pdocker-integration-tests -Pkubernetes-integration-tests -Pspark-ganglia-lgpl -Pscala-2.13 compile test:compile - # Any TPC-DS related updates on this job need to be applied to generate-tpc-ds-dataset job of benchmark.yml as well + # Any TPC-DS related updates on this job need to be applied to tpcds-1g-gen job of benchmark.yml as well tpcds-1g: needs: precondition if: fromJson(needs.precondition.outputs.required).tpcds-1g == 'true' diff --git a/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala b/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala index 0655125f2251f..9799eab113df2 100644 --- a/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala +++ b/core/src/test/scala/org/apache/spark/benchmark/Benchmarks.scala @@ -68,9 +68,6 @@ import com.google.common.reflect.ClassPath * "`find . -name 'spark-core*-SNAPSHOT-tests.jar'`" \ * "org.apache.spark.sql.execution.datasources.*" * }}} - * - * if you define TPC_DS_DATA_LOC environment variable with a proper TPC-DS data location, - * TPCDSQueryBenchmark is triggered as well. */ object Benchmarks { @@ -83,8 +80,6 @@ object Benchmarks { "SPARK_BENCHMARK_NUM_SPLITS").map(_.toLowerCase(Locale.ROOT).trim.toInt).getOrElse(1) val currentSplit = sys.env.get( "SPARK_BENCHMARK_CUR_SPLIT").map(_.toLowerCase(Locale.ROOT).trim.toInt - 1).getOrElse(0) - val TPCDSDataLoc = sys.env.get( - "TPC_DS_DATA_LOC").map(_.toLowerCase(Locale.ROOT).trim).getOrElse("") var numBenchmark = 0 var isBenchmarkFound = false @@ -101,11 +96,6 @@ object Benchmarks { require(args.length > 0, "Benchmark class to run should be specified.") if ( info.getName.endsWith("Benchmark") && - ( - !info.getName.endsWith("TPCDSQueryBenchmark") || - // Is TPCDS Datset provided? - (info.getName.endsWith("TPCDSQueryBenchmark") && TPCDSDataLoc.nonEmpty) - ) && matcher.matches(Paths.get(info.getName)) && Try(runBenchmark).isSuccess && // Does this has a main method? !Modifier.isAbstract(clazz.getModifiers) // Is this a regular class? diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmarkArguments.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmarkArguments.scala index 80a6bffc61ea4..0628acb8f9fcc 100644 --- a/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmarkArguments.scala +++ b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TPCDSQueryBenchmarkArguments.scala @@ -21,7 +21,7 @@ import java.util.Locale class TPCDSQueryBenchmarkArguments(val args: Array[String]) { - var dataLocation: String = null + var dataLocation: String = sys.env.getOrElse("SPARK_TPCDS_DATA", null) var queryFilter: Set[String] = Set.empty var cboEnabled: Boolean = false From 6ef126b43ac99173265ed905eca98a7044a60f29 Mon Sep 17 00:00:00 2001 From: Kazuyuki Tanimura Date: Mon, 27 Jun 2022 21:27:06 -0700 Subject: [PATCH 07/10] [SPARK-34927][INFRA] Support TPCDSQueryBenchmark in Benchmarks --- .github/workflows/benchmark.yml | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index 2ef31207befe0..3170c7c6bb04e 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -86,10 +86,6 @@ jobs: key: benchmark-coursier-${{ github.event.inputs.jdk }}-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }} restore-keys: | benchmark-coursier-${{ github.event.inputs.jdk }} - - name: Install Java ${{ github.event.inputs.jdk }} - uses: actions/setup-java@v1 - with: - java-version: ${{ github.event.inputs.jdk }} - name: Cache TPC-DS generated data id: cache-tpcds-sf-1 uses: actions/cache@v2 @@ -106,6 +102,11 @@ jobs: - name: Build tpcds-kit if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' run: cd tpcds-kit/tools && make OS=LINUX + - name: Install Java ${{ github.event.inputs.jdk }} + if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' + uses: actions/setup-java@v1 + with: + java-version: ${{ github.event.inputs.jdk }} - name: Generate TPC-DS (SF=1) table data if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true' run: build/sbt "sql/test:runMain org.apache.spark.sql.GenTPCDSData --dsdgenDir `pwd`/tpcds-kit/tools --location `pwd`/tpcds-sf-1 --scaleFactor 1 --numPartitions 1 --overwrite" @@ -123,11 +124,11 @@ jobs: SPARK_BENCHMARK_FAILFAST: ${{ github.event.inputs.failfast }} SPARK_BENCHMARK_NUM_SPLITS: ${{ github.event.inputs.num-splits }} SPARK_BENCHMARK_CUR_SPLIT: ${{ matrix.split }} - SPARK_TPCDS_DATA: $HOME/tpcds-kit SPARK_GENERATE_BENCHMARK_FILES: 1 SPARK_LOCAL_IP: localhost # To prevent spark.test.home not being set. See more detail in SPARK-36007. SPARK_HOME: ${{ github.workspace }} + SPARK_TPCDS_DATA: ${{ github.workspace }}/tpcds-sf-1 steps: - name: Checkout Spark repository uses: actions/checkout@v2 From b3936323c877a75968c2a61365a4f9cff4d5ba84 Mon Sep 17 00:00:00 2001 From: Kazuyuki Tanimura Date: Tue, 28 Jun 2022 00:28:49 -0700 Subject: [PATCH 08/10] jdk 8 result --- .../TPCDSQueryBenchmark-results.txt | 810 +++++++++--------- 1 file changed, 405 insertions(+), 405 deletions(-) diff --git a/sql/core/benchmarks/TPCDSQueryBenchmark-results.txt b/sql/core/benchmarks/TPCDSQueryBenchmark-results.txt index 8228e191ec487..3b1fbf4524a4c 100644 --- a/sql/core/benchmarks/TPCDSQueryBenchmark-results.txt +++ b/sql/core/benchmarks/TPCDSQueryBenchmark-results.txt @@ -1,810 +1,810 @@ -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q1 1626 1675 69 0.0 Infinity 1.0X +q1 946 1023 108 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q2 2166 2277 158 0.0 Infinity 1.0X +q2 997 1013 23 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q3 465 505 65 0.0 Infinity 1.0X +q3 281 309 16 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q4 15108 15662 784 0.0 Infinity 1.0X +q4 6194 6262 96 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5 3087 3281 274 0.0 Infinity 1.0X +q5 1481 1641 227 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6 1780 1873 132 0.0 Infinity 1.0X +q6 1618 1623 7 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q7 1103 1137 49 0.0 Infinity 1.0X +q7 103 157 50 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q8 998 1019 30 0.0 Infinity 1.0X +q8 586 622 44 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q9 2445 2463 25 0.0 Infinity 1.0X +q9 1098 1102 5 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10 4853 5233 537 0.0 Infinity 1.0X +q10 2614 2652 54 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11 3370 3417 67 0.0 Infinity 1.0X +q11 2179 2267 125 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12 442 538 67 0.0 Infinity 1.0X +q12 91 106 13 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q13 2589 2767 253 0.0 Infinity 1.0X +q13 201 217 15 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a 23714 24391 957 0.0 Infinity 1.0X +q14a 6352 6612 368 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14b 19056 19103 66 0.0 Infinity 1.0X +q14b 5215 5495 396 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q15 771 797 24 0.0 Infinity 1.0X +q15 521 537 21 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q16 1658 1707 69 0.0 Infinity 1.0X +q16 918 926 7 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q17 2905 2979 104 0.0 Infinity 1.0X +q17 2045 2095 71 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18 2272 2423 213 0.0 Infinity 1.0X +q18 275 682 383 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q19 707 730 35 0.0 Infinity 1.0X +q19 440 484 39 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20 449 506 42 0.0 Infinity 1.0X +q20 81 92 9 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q21 1154 1167 19 0.0 Infinity 1.0X +q21 762 775 12 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22 4056 4476 594 0.0 Infinity 1.0X +q22 4226 4269 60 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23a 14557 14780 317 0.0 Infinity 1.0X +q23a 7596 7608 17 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23b 17887 18451 799 0.0 Infinity 1.0X +q23b 7830 8052 313 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24a 2930 3193 372 0.0 Infinity 1.0X +q24a 365 409 39 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24b 2760 2958 280 0.0 Infinity 1.0X +q24b 294 420 109 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q25 2913 3150 335 0.0 Infinity 1.0X +q25 2059 2065 7 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q26 810 819 15 0.0 Infinity 1.0X +q26 95 135 25 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q27 1171 1217 65 0.0 Infinity 1.0X +q27 119 145 16 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q28 3212 3273 86 0.0 Infinity 1.0X +q28 1507 1578 100 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q29 2917 3107 270 0.0 Infinity 1.0X +q29 1990 2073 119 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q30 1248 1277 40 0.0 Infinity 1.0X +q30 613 672 80 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q31 1924 2091 237 0.0 Infinity 1.0X +q31 1202 1330 182 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q32 559 597 26 0.0 Infinity 1.0X +q32 300 336 29 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q33 1314 1325 16 0.0 Infinity 1.0X +q33 195 228 22 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q34 761 773 11 0.0 Infinity 1.0X +q34 152 208 29 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35 4967 4984 24 0.0 Infinity 1.0X +q35 1870 1939 98 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q36 1109 1116 9 0.0 Infinity 1.0X +q36 748 766 16 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q37 1200 1234 48 0.0 Infinity 1.0X +q37 1079 1086 9 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q38 1898 2035 194 0.0 Infinity 1.0X +q38 820 888 71 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39a 2252 2362 155 0.0 Infinity 1.0X +q39a 1607 1867 367 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39b 2142 2248 150 0.0 Infinity 1.0X +q39b 1618 1627 13 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q40 654 687 57 0.0 Infinity 1.0X +q40 453 478 28 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q41 383 448 51 0.0 Infinity 1.0X +q41 91 98 9 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q42 358 383 21 0.0 Infinity 1.0X +q42 226 239 10 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q43 577 619 37 0.0 Infinity 1.0X +q43 376 394 15 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q44 1188 1234 65 0.0 Infinity 1.0X +q44 498 524 27 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q45 529 562 25 0.0 Infinity 1.0X +q45 296 348 38 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q46 993 1023 42 0.0 Infinity 1.0X +q46 693 702 13 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q47 4547 4741 274 0.0 Infinity 1.0X +q47 2101 2180 112 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q48 2303 2426 174 0.0 Infinity 1.0X +q48 128 146 15 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q49 2080 2086 9 0.0 Infinity 1.0X +q49 935 955 19 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q50 1371 1388 24 0.0 Infinity 1.0X +q50 927 955 32 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q51 4373 4513 197 0.0 Infinity 1.0X +q51 3373 3459 121 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q52 360 379 28 0.0 Infinity 1.0X +q52 220 230 9 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q53 661 677 23 0.0 Infinity 1.0X +q53 101 116 14 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q54 3454 3611 222 0.0 Infinity 1.0X +q54 1069 1072 5 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q55 360 383 37 0.0 Infinity 1.0X +q55 213 223 13 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q56 1350 1388 53 0.0 Infinity 1.0X +q56 186 208 18 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q57 2910 3156 349 0.0 Infinity 1.0X +q57 1105 1180 105 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q58 1733 1762 42 0.0 Infinity 1.0X +q58 679 690 10 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q59 2021 2044 33 0.0 Infinity 1.0X +q59 724 754 28 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q60 1356 1404 67 0.0 Infinity 1.0X +q60 202 218 11 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q61 1290 1292 3 0.0 Infinity 1.0X +q61 280 320 35 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q62 479 506 33 0.0 Infinity 1.0X +q62 266 279 16 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q63 619 647 20 0.0 Infinity 1.0X +q63 100 116 12 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q64 7745 8352 859 0.0 Infinity 1.0X +q64 3031 3122 129 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q65 1307 1337 43 0.0 Infinity 1.0X +q65 843 858 23 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q66 1879 2128 352 0.0 Infinity 1.0X +q66 280 299 18 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q67 9682 9703 29 0.0 Infinity 1.0X +q67 8520 8649 182 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q68 928 952 34 0.0 Infinity 1.0X +q68 589 626 35 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q69 4261 4330 97 0.0 Infinity 1.0X +q69 2081 2203 172 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q70 1345 1361 23 0.0 Infinity 1.0X +q70 809 819 17 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q71 1103 1119 22 0.0 Infinity 1.0X +q71 104 123 14 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q72 20211 21316 1562 0.0 Infinity 1.0X +q72 1118 1180 89 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q73 680 725 49 0.0 Infinity 1.0X +q73 111 191 31 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q74 3007 3109 144 0.0 Infinity 1.0X +q74 1564 1608 62 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q75 4597 4942 487 0.0 Infinity 1.0X +q75 459 575 134 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q76 899 937 38 0.0 Infinity 1.0X +q76 434 452 15 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q77 1794 2086 412 0.0 Infinity 1.0X +q77 817 891 126 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q78 4717 4827 155 0.0 Infinity 1.0X +q78 2769 2939 240 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q79 830 880 47 0.0 Infinity 1.0X +q79 531 572 30 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q80 3233 3315 116 0.0 Infinity 1.0X +q80 1692 1925 330 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q81 982 1070 123 0.0 Infinity 1.0X +q81 410 449 29 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q82 1674 1738 89 0.0 Infinity 1.0X +q82 1479 1498 26 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q83 1067 1104 52 0.0 Infinity 1.0X +q83 418 464 32 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q84 1166 1210 62 0.0 Infinity 1.0X +q84 882 902 25 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q85 3682 3831 211 0.0 Infinity 1.0X +q85 989 1081 131 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q86 616 635 18 0.0 Infinity 1.0X +q86 276 368 170 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q87 2101 2230 183 0.0 Infinity 1.0X +q87 849 855 7 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q88 2415 2523 153 0.0 Infinity 1.0X +q88 1643 1823 255 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q89 677 732 47 0.0 Infinity 1.0X +q89 101 121 15 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q90 414 429 19 0.0 Infinity 1.0X +q90 208 224 15 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q91 793 814 19 0.0 Infinity 1.0X +q91 148 196 25 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q92 508 530 24 0.0 Infinity 1.0X +q92 224 237 13 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q93 1138 1155 24 0.0 Infinity 1.0X +q93 75 153 42 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q94 979 1060 115 0.0 Infinity 1.0X +q94 246 271 28 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q95 5805 6024 310 0.0 Infinity 1.0X +q95 543 574 26 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q96 337 345 10 0.0 Infinity 1.0X +q96 231 244 24 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q97 1641 1748 152 0.0 Infinity 1.0X +q97 1463 1468 8 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q98 538 587 61 0.0 Infinity 1.0X +q98 73 81 9 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q99 619 633 19 0.0 Infinity 1.0X +q99 367 381 16 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5a-v2.7 4861 4954 132 0.0 Infinity 1.0X +q5a-v2.7 1837 1892 77 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6-v2.7 1798 1861 89 0.0 Infinity 1.0X +q6-v2.7 1429 1434 8 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10a-v2.7 4093 4209 164 0.0 Infinity 1.0X +q10a-v2.7 2812 2891 111 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11-v2.7 3336 3404 96 0.0 Infinity 1.0X +q11-v2.7 2192 2360 237 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12-v2.7 380 408 30 0.0 Infinity 1.0X +q12-v2.7 77 84 11 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14-v2.7 17331 17776 629 0.0 Infinity 1.0X +q14-v2.7 4956 5111 219 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a-v2.7 111982 112268 404 0.0 Infinity 1.0X +q14a-v2.7 9481 9606 177 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18a-v2.7 4063 4659 843 0.0 Infinity 1.0X +q18a-v2.7 736 803 68 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20-v2.7 420 446 29 0.0 Infinity 1.0X +q20-v2.7 75 85 15 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22-v2.7 18976 19164 265 0.0 Infinity 1.0X +q22-v2.7 17526 17636 157 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22a-v2.7 9087 9281 275 0.0 Infinity 1.0X +q22a-v2.7 2450 2469 27 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24-v2.7 2817 2834 24 0.0 Infinity 1.0X +q24-v2.7 237 357 96 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q27a-v2.7 2301 2401 141 0.0 Infinity 1.0X +q27a-v2.7 215 240 21 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q34-v2.7 700 731 48 0.0 Infinity 1.0X +q34-v2.7 177 197 16 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35-v2.7 4158 4513 503 0.0 Infinity 1.0X +q35-v2.7 1867 1917 70 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35a-v2.7 3904 3979 106 0.0 Infinity 1.0X +q35a-v2.7 1739 1780 58 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q36a-v2.7 2430 2534 147 0.0 Infinity 1.0X +q36a-v2.7 711 736 24 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q47-v2.7 4502 4808 433 0.0 Infinity 1.0X +q47-v2.7 2016 2018 3 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q49-v2.7 1904 2159 360 0.0 Infinity 1.0X +q49-v2.7 883 946 55 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q51a-v2.7 27939 28264 460 0.0 Infinity 1.0X +q51a-v2.7 22538 22725 265 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q57-v2.7 2813 2981 237 0.0 Infinity 1.0X +q57-v2.7 1118 1126 10 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q64-v2.7 8413 8612 282 0.0 Infinity 1.0X +q64-v2.7 2773 3019 348 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q67a-v2.7 17696 17858 230 0.0 Infinity 1.0X +q67a-v2.7 11000 11090 127 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q70a-v2.7 2511 2562 71 0.0 Infinity 1.0X +q70a-v2.7 915 939 21 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q72-v2.7 20209 22083 2650 0.0 Infinity 1.0X +q72-v2.7 832 1116 402 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q74-v2.7 2870 2912 60 0.0 Infinity 1.0X +q74-v2.7 1561 1638 109 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q75-v2.7 4534 4870 475 0.0 Infinity 1.0X +q75-v2.7 379 549 123 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q77a-v2.7 4010 4285 388 0.0 Infinity 1.0X +q77a-v2.7 1230 1355 176 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q78-v2.7 4879 4969 127 0.0 Infinity 1.0X +q78-v2.7 2499 2651 215 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q80a-v2.7 5338 5728 552 0.0 Infinity 1.0X +q80a-v2.7 1972 2151 254 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q86a-v2.7 1370 1391 29 0.0 Infinity 1.0X +q86a-v2.7 353 379 31 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 1.8.0_232-8u232-b09-0ubuntu1~18.04.1-b09 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 1.8.0_332-b09 on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q98-v2.7 577 612 31 0.0 Infinity 1.0X +q98-v2.7 67 74 9 0.0 Infinity 1.0X From bf1484ab1583c7746e1b5ef280f31960ff76e4ec Mon Sep 17 00:00:00 2001 From: Kazuyuki Tanimura Date: Tue, 28 Jun 2022 01:13:01 -0700 Subject: [PATCH 09/10] jdk 11 result --- .../TPCDSQueryBenchmark-jdk11-results.txt | 810 +++++++++--------- 1 file changed, 405 insertions(+), 405 deletions(-) diff --git a/sql/core/benchmarks/TPCDSQueryBenchmark-jdk11-results.txt b/sql/core/benchmarks/TPCDSQueryBenchmark-jdk11-results.txt index 0e1a6d504da0b..1bdda6a53eefe 100644 --- a/sql/core/benchmarks/TPCDSQueryBenchmark-jdk11-results.txt +++ b/sql/core/benchmarks/TPCDSQueryBenchmark-jdk11-results.txt @@ -1,810 +1,810 @@ -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q1 1460 1941 680 0.0 Infinity 1.0X +q1 1582 1896 444 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q2 2422 2665 344 0.0 Infinity 1.0X +q2 1380 1648 380 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q3 566 578 8 0.0 Infinity 1.0X +q3 469 606 126 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q4 15396 15718 456 0.0 Infinity 1.0X +q4 8474 8819 488 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5 3251 3670 592 0.0 Infinity 1.0X +q5 2383 2587 289 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6 2139 2232 131 0.0 Infinity 1.0X +q6 2887 3209 456 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q7 1285 1365 113 0.0 Infinity 1.0X +q7 129 229 97 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q8 1038 1085 67 0.0 Infinity 1.0X +q8 1261 1531 382 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q9 2709 2729 28 0.0 Infinity 1.0X +q9 2049 2056 11 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10 5975 6075 140 0.0 Infinity 1.0X +q10 3251 3529 393 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11 3569 4018 635 0.0 Infinity 1.0X +q11 2939 3294 502 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12 503 541 45 0.0 Infinity 1.0X +q12 112 145 31 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q13 2950 3044 132 0.0 Infinity 1.0X +q13 406 450 41 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a 24716 25725 1427 0.0 Infinity 1.0X +q14a 9207 9579 526 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14b 20165 20747 822 0.0 Infinity 1.0X +q14b 7150 7356 290 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q15 837 896 55 0.0 Infinity 1.0X +q15 693 766 124 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q16 2124 2190 93 0.0 Infinity 1.0X +q16 1820 1828 10 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q17 3178 3351 245 0.0 Infinity 1.0X +q17 3081 3248 237 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18 2523 2653 184 0.0 Infinity 1.0X +q18 392 836 500 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q19 818 876 53 0.0 Infinity 1.0X +q19 654 785 226 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20 513 521 7 0.0 Infinity 1.0X +q20 115 168 51 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q21 1458 1496 54 0.0 Infinity 1.0X +q21 1731 1814 117 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22 4247 4364 166 0.0 Infinity 1.0X +q22 5287 5697 580 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23a 15449 15516 95 0.0 Infinity 1.0X +q23a 9940 10614 953 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q23b 18832 19116 401 0.0 Infinity 1.0X +q23b 10361 10721 509 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24a 3190 3852 937 0.0 Infinity 1.0X +q24a 699 849 175 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24b 3326 3374 68 0.0 Infinity 1.0X +q24b 482 685 190 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q25 3145 3174 40 0.0 Infinity 1.0X +q25 3149 3172 32 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q26 852 879 25 0.0 Infinity 1.0X +q26 162 188 21 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q27 1392 1393 1 0.0 Infinity 1.0X +q27 243 280 40 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q28 3913 3932 27 0.0 Infinity 1.0X +q28 2783 3136 499 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q29 3145 3199 77 0.0 Infinity 1.0X +q29 3047 3255 294 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q30 1263 1304 57 0.0 Infinity 1.0X +q30 1380 1440 84 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q31 2182 2520 479 0.0 Infinity 1.0X +q31 2351 2581 325 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q32 641 652 14 0.0 Infinity 1.0X +q32 417 542 141 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q33 1779 1971 272 0.0 Infinity 1.0X +q33 325 374 36 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q34 828 841 11 0.0 Infinity 1.0X +q34 283 366 54 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q35 5293 5346 75 0.0 Infinity 1.0X +q35 3084 3299 304 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q36 1222 1226 6 0.0 Infinity 1.0X +q36 974 1000 24 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q37 1432 1460 39 0.0 Infinity 1.0X +q37 1923 2066 202 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q38 1927 2083 221 0.0 Infinity 1.0X +q38 1573 1912 479 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39a 2762 2911 210 0.0 Infinity 1.0X +q39a 3000 3176 248 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q39b 2710 2841 186 0.0 Infinity 1.0X +q39b 3068 3191 174 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q40 732 801 64 0.0 Infinity 1.0X +q40 839 936 84 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q41 412 466 50 0.0 Infinity 1.0X +q41 121 161 58 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q42 424 444 22 0.0 Infinity 1.0X +q42 446 462 18 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q43 673 683 11 0.0 Infinity 1.0X +q43 687 708 20 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q44 1325 1340 21 0.0 Infinity 1.0X +q44 1021 1097 107 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q45 552 618 52 0.0 Infinity 1.0X +q45 599 638 55 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q46 1097 1124 39 0.0 Infinity 1.0X +q46 1241 1391 212 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q47 4876 5064 266 0.0 Infinity 1.0X +q47 3016 3160 204 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q48 2709 2734 35 0.0 Infinity 1.0X +q48 202 287 70 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q49 2172 2361 267 0.0 Infinity 1.0X +q49 1621 2096 672 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q50 1467 1516 69 0.0 Infinity 1.0X +q50 1483 1515 45 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q51 4681 4847 234 0.0 Infinity 1.0X +q51 4513 4730 307 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q52 423 443 27 0.0 Infinity 1.0X +q52 404 461 47 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q53 723 741 18 0.0 Infinity 1.0X +q53 178 252 56 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q54 3656 3675 27 0.0 Infinity 1.0X +q54 1532 1561 41 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q55 416 450 31 0.0 Infinity 1.0X +q55 346 432 113 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q56 1552 1585 47 0.0 Infinity 1.0X +q56 247 320 65 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q57 2971 3246 388 0.0 Infinity 1.0X +q57 2065 2305 339 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q58 1843 2035 271 0.0 Infinity 1.0X +q58 1262 1675 584 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q59 2128 2177 69 0.0 Infinity 1.0X +q59 1067 1102 49 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q60 1478 1498 27 0.0 Infinity 1.0X +q60 255 315 47 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q61 1471 1574 145 0.0 Infinity 1.0X +q61 399 519 82 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q62 539 550 11 0.0 Infinity 1.0X +q62 421 483 49 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q63 738 751 23 0.0 Infinity 1.0X +q63 167 225 49 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q64 8378 9105 1028 0.0 Infinity 1.0X +q64 3778 4473 983 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q65 1642 1685 61 0.0 Infinity 1.0X +q65 1189 1220 44 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q66 2038 2056 24 0.0 Infinity 1.0X +q66 343 373 25 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q67 10208 10302 133 0.0 Infinity 1.0X +q67 10720 10912 272 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q68 1021 1050 42 0.0 Infinity 1.0X +q68 1098 1119 28 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q69 5244 5326 116 0.0 Infinity 1.0X +q69 3084 3283 282 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q70 1441 1448 9 0.0 Infinity 1.0X +q70 1267 1300 46 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q71 1230 1240 13 0.0 Infinity 1.0X +q71 161 217 37 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q72 21418 22601 1674 0.0 Infinity 1.0X +q72 2092 2287 275 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q73 779 783 3 0.0 Infinity 1.0X +q73 149 318 89 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q74 2947 3332 545 0.0 Infinity 1.0X +q74 2668 3015 491 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q75 5149 5374 317 0.0 Infinity 1.0X +q75 1024 1068 62 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q76 969 974 5 0.0 Infinity 1.0X +q76 745 777 34 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q77 1928 2256 464 0.0 Infinity 1.0X +q77 1764 2063 422 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q78 4871 5152 397 0.0 Infinity 1.0X +q78 4354 5053 988 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q79 906 958 57 0.0 Infinity 1.0X +q79 1006 1063 81 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q80 3756 4051 417 0.0 Infinity 1.0X +q80 3528 3882 501 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q81 1124 1152 40 0.0 Infinity 1.0X +q81 1063 1132 98 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q82 1954 1981 39 0.0 Infinity 1.0X +q82 2373 2427 76 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q83 1150 1159 13 0.0 Infinity 1.0X +q83 934 1031 137 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q84 1301 1333 46 0.0 Infinity 1.0X +q84 1426 1544 167 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q85 4009 4176 235 0.0 Infinity 1.0X +q85 2011 2051 57 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q86 657 678 25 0.0 Infinity 1.0X +q86 456 510 69 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q87 2230 2470 339 0.0 Infinity 1.0X +q87 1945 2101 221 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q88 2772 2959 265 0.0 Infinity 1.0X +q88 2553 2823 381 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q89 819 856 40 0.0 Infinity 1.0X +q89 159 214 45 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q90 436 445 8 0.0 Infinity 1.0X +q90 378 416 26 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q91 753 837 73 0.0 Infinity 1.0X +q91 309 369 48 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q92 532 557 27 0.0 Infinity 1.0X +q92 394 548 184 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q93 1280 1304 34 0.0 Infinity 1.0X +q93 131 290 75 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q94 1034 1072 53 0.0 Infinity 1.0X +q94 445 524 72 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q95 6223 6526 429 0.0 Infinity 1.0X +q95 726 1511 1110 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q96 392 399 7 0.0 Infinity 1.0X +q96 346 407 58 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q97 1845 1932 124 0.0 Infinity 1.0X +q97 2299 2613 444 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q98 607 643 26 0.0 Infinity 1.0X +q98 116 170 46 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q99 650 689 51 0.0 Infinity 1.0X +q99 578 608 28 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q5a-v2.7 5008 5199 270 0.0 Infinity 1.0X +q5a-v2.7 2931 3061 184 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q6-v2.7 1873 1930 80 0.0 Infinity 1.0X +q6-v2.7 2238 2357 168 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q10a-v2.7 4496 4505 13 0.0 Infinity 1.0X +q10a-v2.7 3329 3516 264 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q11-v2.7 3597 3918 454 0.0 Infinity 1.0X +q11-v2.7 3063 3261 280 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q12-v2.7 405 432 22 0.0 Infinity 1.0X +q12-v2.7 95 118 31 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14-v2.7 18204 18604 565 0.0 Infinity 1.0X +q14-v2.7 6618 7653 1464 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q14a-v2.7 116778 117402 883 0.0 Infinity 1.0X +q14a-v2.7 12903 13520 872 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q18a-v2.7 4616 4850 331 0.0 Infinity 1.0X +q18a-v2.7 1512 1542 42 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q20-v2.7 449 487 46 0.0 Infinity 1.0X +q20-v2.7 91 115 29 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22-v2.7 20882 20987 149 0.0 Infinity 1.0X +q22-v2.7 21940 21964 34 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q22a-v2.7 10305 10646 483 0.0 Infinity 1.0X +q22a-v2.7 3770 3840 98 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q24-v2.7 2843 3091 350 0.0 Infinity 1.0X +q24-v2.7 694 711 15 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q27a-v2.7 2733 2857 177 0.0 Infinity 1.0X +q27a-v2.7 296 347 59 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q34-v2.7 784 834 43 0.0 Infinity 1.0X +q34-v2.7 197 330 77 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) 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+Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q80a-v2.7 6027 6309 399 0.0 Infinity 1.0X +q80a-v2.7 3584 4060 673 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q86a-v2.7 1475 1639 232 0.0 Infinity 1.0X +q86a-v2.7 438 456 15 0.0 Infinity 1.0X -OpenJDK 64-Bit Server VM 11.0.5+10-post-Ubuntu-0ubuntu1.118.04 on Linux 4.15.0-1044-aws -Intel(R) Xeon(R) CPU E5-2670 v2 @ 2.50GHz +OpenJDK 64-Bit Server VM 11.0.15+10-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v3 @ 2.40GHz TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative ------------------------------------------------------------------------------------------------------------------------ -q98-v2.7 596 626 34 0.0 Infinity 1.0X +q98-v2.7 91 125 23 0.0 Infinity 1.0X From c79efce5fa100d4d917449109c169fbed0099b64 Mon Sep 17 00:00:00 2001 From: Kazuyuki Tanimura Date: Tue, 28 Jun 2022 22:47:25 -0700 Subject: [PATCH 10/10] jdk 17 result --- .../TPCDSQueryBenchmark-jdk17-results.txt | 810 ++++++++++++++++++ 1 file changed, 810 insertions(+) create mode 100644 sql/core/benchmarks/TPCDSQueryBenchmark-jdk17-results.txt diff --git a/sql/core/benchmarks/TPCDSQueryBenchmark-jdk17-results.txt b/sql/core/benchmarks/TPCDSQueryBenchmark-jdk17-results.txt new file mode 100644 index 0000000000000..9e2c655125657 --- /dev/null +++ b/sql/core/benchmarks/TPCDSQueryBenchmark-jdk17-results.txt @@ -0,0 +1,810 @@ +OpenJDK 64-Bit Server VM 17.0.3+7-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz +TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative +------------------------------------------------------------------------------------------------------------------------ +q1 1490 1639 211 0.0 Infinity 1.0X + +OpenJDK 64-Bit Server VM 17.0.3+7-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz +TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative +------------------------------------------------------------------------------------------------------------------------ +q2 1520 1628 153 0.0 Infinity 1.0X + +OpenJDK 64-Bit Server VM 17.0.3+7-LTS on Linux 5.13.0-1031-azure +Intel(R) Xeon(R) CPU E5-2673 v4 @ 2.30GHz +TPCDS Snappy: Best Time(ms) Avg Time(ms) Stdev(ms) Rate(M/s) Per Row(ns) Relative 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