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100644 --- a/README.md +++ b/README.md @@ -46,30 +46,23 @@ The following chart shows the time it takes to run the 22 TPC-H queries against using a single executor with 8 cores. See the [Comet Benchmarking Guide](https://datafusion.apache.org/comet/contributor-guide/benchmarking.html) for details of the environment used for these benchmarks. -When using Comet, the overall run time is reduced from 615 seconds to 364 seconds, a 1.7x speedup, with query 1 -running 9x faster than Spark. +When using Comet, the overall run time is reduced from 645 seconds to 330 seconds, a ~2x speedup. -Running the same queries with DataFusion standalone (without Spark) using the same number of cores results in a 3.6x -speedup compared to Spark. - -Comet is not yet achieving full DataFusion speeds in all cases, but with future work we aim to provide a 2x-4x speedup -for a broader set of queries. - -![](docs/source/_static/images/benchmark-results/0.4.0/tpch_allqueries.png) +![](docs/source/_static/images/benchmark-results/0.5.0/tpch_allqueries.png) Here is a breakdown showing relative performance of Spark, Comet, and DataFusion for each TPC-H query. -![](docs/source/_static/images/benchmark-results/0.4.0/tpch_queries_compare.png) +![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_compare.png) The following charts shows how much Comet currently accelerates each query from the benchmark. ### Relative speedup -![](docs/source/_static/images/benchmark-results/0.4.0/tpch_queries_speedup_rel.png) +![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_speedup_rel.png) ### Absolute speedup -![](docs/source/_static/images/benchmark-results/0.4.0/tpch_queries_speedup_abs.png) +![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_speedup_abs.png) These benchmarks can be reproduced in any environment using the documentation in the [Comet Benchmarking Guide](https://datafusion.apache.org/comet/contributor-guide/benchmarking.html). We encourage From b3a7e8dac236f41c38b5ef9f052805d1efa0dbd2 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Thu, 9 Jan 2025 18:16:56 -0700 Subject: [PATCH 3/7] change wording --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 86dd917944..72257456be 100644 --- a/README.md +++ b/README.md @@ -46,7 +46,7 @@ The following chart shows the time it takes to run the 22 TPC-H queries against using a single executor with 8 cores. See the [Comet Benchmarking Guide](https://datafusion.apache.org/comet/contributor-guide/benchmarking.html) for details of the environment used for these benchmarks. -When using Comet, the overall run time is reduced from 645 seconds to 330 seconds, a ~2x speedup. +When using Comet, the overall run time is reduced from 645 seconds to 330 seconds, very close to a 2x speedup. ![](docs/source/_static/images/benchmark-results/0.5.0/tpch_allqueries.png) From 0f58d7d2d10e1cf0dfed805a5c104dc0e53cadd3 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Thu, 9 Jan 2025 18:19:31 -0700 Subject: [PATCH 4/7] fix link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 72257456be..7e13af2f69 100644 --- a/README.md +++ b/README.md @@ -48,7 +48,7 @@ for details of the environment used for these benchmarks. When using Comet, the overall run time is reduced from 645 seconds to 330 seconds, very close to a 2x speedup. -![](docs/source/_static/images/benchmark-results/0.5.0/tpch_allqueries.png) +![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_allqueries.png) Here is a breakdown showing relative performance of Spark, Comet, and DataFusion for each TPC-H query. From efcb1953d12c783fc0e5aaf47dad7ee72a7a4079 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Thu, 9 Jan 2025 18:27:49 -0700 Subject: [PATCH 5/7] update --- README.md | 2 +- docs/source/contributor-guide/benchmark-results/tpc-h.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 7e13af2f69..1111ffa40b 100644 --- a/README.md +++ b/README.md @@ -50,7 +50,7 @@ When using Comet, the overall run time is reduced from 645 seconds to 330 second ![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_allqueries.png) -Here is a breakdown showing relative performance of Spark, Comet, and DataFusion for each TPC-H query. +Here is a breakdown showing relative performance of Spark and Comet for each TPC-H query. ![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_compare.png) diff --git a/docs/source/contributor-guide/benchmark-results/tpc-h.md b/docs/source/contributor-guide/benchmark-results/tpc-h.md index 1ac66d00e0..7d83610246 100644 --- a/docs/source/contributor-guide/benchmark-results/tpc-h.md +++ b/docs/source/contributor-guide/benchmark-results/tpc-h.md @@ -27,7 +27,7 @@ The tracking issue for improving TPC-H performance is [#391](https://github.com/ ![](../../_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_allqueries.png) -Here is a breakdown showing relative performance of Spark, Comet, and DataFusion for each query. +Here is a breakdown showing relative performance of Spark and Comet for each query. ![](../../_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_compare.png) From de5939c7fdd41c8dad28deba5663047e81280c15 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Mon, 13 Jan 2025 15:43:34 -0700 Subject: [PATCH 6/7] update TPC-H benchmark results --- README.md | 10 +- .../tpch_allqueries.png | Bin 26266 -> 0 bytes .../tpch_queries_compare.png | Bin 31112 -> 0 bytes .../tpch_queries_speedup_abs.png | Bin 37171 -> 0 bytes .../tpch_queries_speedup_rel.png | Bin 46635 -> 0 bytes .../0.5.0/tpch_allqueries.png | Bin 0 -> 20234 bytes .../0.5.0/tpch_queries_compare.png | Bin 0 -> 24280 bytes .../0.5.0/tpch_queries_speedup_abs.png | Bin 0 -> 31031 bytes .../0.5.0/tpch_queries_speedup_rel.png | Bin 0 -> 41043 bytes .../comet-tpch.json | 149 ++++++++++++++---- .../spark-tpch.json | 140 +++++++++++++--- .../benchmark-results/tpc-h.md | 4 +- 12 files changed, 240 insertions(+), 63 deletions(-) delete mode 100644 docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_allqueries.png delete mode 100644 docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_compare.png delete mode 100644 docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_speedup_abs.png delete mode 100644 docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_speedup_rel.png create mode 100644 docs/source/_static/images/benchmark-results/0.5.0/tpch_allqueries.png create mode 100644 docs/source/_static/images/benchmark-results/0.5.0/tpch_queries_compare.png create mode 100644 docs/source/_static/images/benchmark-results/0.5.0/tpch_queries_speedup_abs.png create mode 100644 docs/source/_static/images/benchmark-results/0.5.0/tpch_queries_speedup_rel.png rename docs/source/contributor-guide/benchmark-results/{0.5.0-SNAPSHOT-2025-01-09 => 0.5.0}/comet-tpch.json (59%) rename docs/source/contributor-guide/benchmark-results/{0.5.0-SNAPSHOT-2025-01-09 => 0.5.0}/spark-tpch.json (50%) diff --git a/README.md b/README.md index 1111ffa40b..a94d2c7d69 100644 --- a/README.md +++ b/README.md @@ -46,23 +46,23 @@ The following chart shows the time it takes to run the 22 TPC-H queries against using a single executor with 8 cores. See the [Comet Benchmarking Guide](https://datafusion.apache.org/comet/contributor-guide/benchmarking.html) for details of the environment used for these benchmarks. -When using Comet, the overall run time is reduced from 645 seconds to 330 seconds, very close to a 2x speedup. +When using Comet, the overall run time is reduced from 640 seconds to 331 seconds, very close to a 2x speedup. -![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_allqueries.png) +![](docs/source/_static/images/benchmark-results/0.5.0/tpch_allqueries.png) Here is a breakdown showing relative performance of Spark and Comet for each TPC-H query. -![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_compare.png) +![](docs/source/_static/images/benchmark-results/0.5.0/tpch_queries_compare.png) The following charts shows how much Comet currently accelerates each query from the benchmark. ### Relative speedup -![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_speedup_rel.png) +![](docs/source/_static/images/benchmark-results/0.5.0/tpch_queries_speedup_rel.png) ### Absolute speedup -![](docs/source/_static/images/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/tpch_queries_speedup_abs.png) +![](docs/source/_static/images/benchmark-results/0.5.0/tpch_queries_speedup_abs.png) These benchmarks can be reproduced in any environment using the documentation in the [Comet Benchmarking Guide](https://datafusion.apache.org/comet/contributor-guide/benchmarking.html). 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100644 --- a/docs/source/contributor-guide/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/comet-tpch.json +++ b/docs/source/contributor-guide/benchmark-results/0.5.0/comet-tpch.json @@ -13,108 +13,197 @@ "spark.memory.offHeap.enabled": "true", "spark.comet.exec.shuffle.compression.level": "1", "spark.executor.memory": "16g", - "spark.app.submitTime": "1736468381400", - "spark.comet.batchSize": "8192", "spark.app.name": "comet benchmark derived from tpch", + "spark.comet.batchSize": "8192", + "spark.app.startTime": "1736802464855", "spark.comet.exec.shuffle.fallbackToColumnar": "true", "spark.serializer.objectStreamReset": "100", "spark.driver.host": "10.0.0.118", "spark.comet.exec.shuffle.enableFastEncoding": "true", "spark.submit.deployMode": "client", - "spark.app.startTime": "1736468381679", - "spark.executor.cores": "8", + "spark.driver.port": "33103", + "spark.comet.scan.impl": "native_comet", "spark.driver.extraClassPath": "/home/andy/git/apache/datafusion-comet/spark/target/comet-spark-spark3.4_2.12-0.5.0-SNAPSHOT.jar", - "spark.driver.port": "46239", + "spark.executor.cores": "8", "spark.comet.explain.verbose.enabled": "false", "spark.driver.extraJavaOptions": "-Djava.net.preferIPv6Addresses=false -XX:+IgnoreUnrecognizedVMOptions --add-opens=java.base/java.lang=ALL-UNNAMED --add-opens=java.base/java.lang.invoke=ALL-UNNAMED --add-opens=java.base/java.lang.reflect=ALL-UNNAMED --add-opens=java.base/java.io=ALL-UNNAMED --add-opens=java.base/java.net=ALL-UNNAMED --add-opens=java.base/java.nio=ALL-UNNAMED --add-opens=java.base/java.util=ALL-UNNAMED --add-opens=java.base/java.util.concurrent=ALL-UNNAMED --add-opens=java.base/java.util.concurrent.atomic=ALL-UNNAMED --add-opens=java.base/jdk.internal.ref=ALL-UNNAMED --add-opens=java.base/sun.nio.ch=ALL-UNNAMED --add-opens=java.base/sun.nio.cs=ALL-UNNAMED --add-opens=java.base/sun.security.action=ALL-UNNAMED --add-opens=java.base/sun.util.calendar=ALL-UNNAMED --add-opens=java.security.jgss/sun.security.krb5=ALL-UNNAMED -Djdk.reflect.useDirectMethodHandle=false", - "spark.comet.native.scan.enabled": "true", "spark.shuffle.manager": "org.apache.spark.sql.comet.execution.shuffle.CometShuffleManager", "spark.comet.exec.enabled": "true", "spark.sql.warehouse.dir": "file:/home/andy/git/personal/research/benchmarks/spark-standalone/spark-warehouse", + "spark.comet.scan.enabled": "true", + "spark.app.submitTime": "1736802464584", "spark.executor.id": "driver", "spark.master": "spark://woody:7077", "spark.comet.exec.shuffle.mode": "auto", "spark.sql.extensions": "org.apache.comet.CometSparkSessionExtensions", "spark.driver.memory": "8G", "spark.repl.local.jars": "file:///home/andy/git/apache/datafusion-comet/spark/target/comet-spark-spark3.4_2.12-0.5.0-SNAPSHOT.jar", + "spark.app.initial.jar.urls": "spark://10.0.0.118:33103/jars/comet-spark-spark3.4_2.12-0.5.0-SNAPSHOT.jar", + "spark.app.id": "app-20250113140745-0058", "spark.rdd.compress": "True", "spark.executor.extraJavaOptions": "-Djava.net.preferIPv6Addresses=false -XX:+IgnoreUnrecognizedVMOptions --add-opens=java.base/java.lang=ALL-UNNAMED --add-opens=java.base/java.lang.invoke=ALL-UNNAMED --add-opens=java.base/java.lang.reflect=ALL-UNNAMED --add-opens=java.base/java.io=ALL-UNNAMED --add-opens=java.base/java.net=ALL-UNNAMED --add-opens=java.base/java.nio=ALL-UNNAMED --add-opens=java.base/java.util=ALL-UNNAMED --add-opens=java.base/java.util.concurrent=ALL-UNNAMED --add-opens=java.base/java.util.concurrent.atomic=ALL-UNNAMED --add-opens=java.base/jdk.internal.ref=ALL-UNNAMED --add-opens=java.base/sun.nio.ch=ALL-UNNAMED --add-opens=java.base/sun.nio.cs=ALL-UNNAMED --add-opens=java.base/sun.security.action=ALL-UNNAMED --add-opens=java.base/sun.util.calendar=ALL-UNNAMED --add-opens=java.security.jgss/sun.security.krb5=ALL-UNNAMED -Djdk.reflect.useDirectMethodHandle=false", "spark.executor.instances": "1", "spark.cores.max": "8", "spark.comet.enabled": "true", "spark.submit.pyFiles": "", - "spark.app.id": "app-20250109171942-0034", "spark.comet.exec.sortMergeJoinWithJoinFilter.enabled": "false", "spark.comet.exec.shuffle.compression.codec": "lz4", - "spark.app.initial.jar.urls": "spark://10.0.0.118:46239/jars/comet-spark-spark3.4_2.12-0.5.0-SNAPSHOT.jar", "spark.jars": "file:///home/andy/git/apache/datafusion-comet/spark/target/comet-spark-spark3.4_2.12-0.5.0-SNAPSHOT.jar", "spark.memory.offHeap.size": "16g", "spark.comet.columnar.shuffle.batch.size": "8192" }, "1": [ - 12.741908311843872 + 12.59755539894104, + 10.855465650558472, + 11.160947799682617, + 11.323237657546997, + 11.410452365875244 ], "2": [ - 6.055116415023804 + 6.155406475067139, + 5.539891719818115, + 5.698071002960205, + 5.684133529663086, + 5.742799758911133 ], "3": [ - 15.379278659820557 + 16.097025156021118, + 14.982890367507935, + 14.998259544372559, + 15.659432649612427, + 15.878185749053955 ], "4": [ - 10.449915647506714 + 10.319517850875854, + 10.0553297996521, + 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- 5.945862770080566 + 5.9813477993011475, + 6.041543483734131, + 6.087557554244995, + 6.106397390365601, + 6.011293888092041 ], "20": [ - 10.475353240966797 + 10.53919005393982, + 10.382107019424438, + 10.370867729187012, + 10.376642942428589, + 10.48800802230835 ], "21": [ - 41.985238790512085 + 42.36113142967224, + 42.296979904174805, + 42.56899857521057, + 42.587459564208984, + 42.86927652359009 ], "22": [ - 3.7797205448150635 + 3.755877733230591, + 3.523585319519043, + 3.5420711040496826, + 3.605468273162842, + 3.6084585189819336 ] } \ No newline at end of file diff --git a/docs/source/contributor-guide/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/spark-tpch.json b/docs/source/contributor-guide/benchmark-results/0.5.0/spark-tpch.json similarity index 50% rename from docs/source/contributor-guide/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/spark-tpch.json rename to docs/source/contributor-guide/benchmark-results/0.5.0/spark-tpch.json index 1c570008dc..a82ea19533 100644 --- a/docs/source/contributor-guide/benchmark-results/0.5.0-SNAPSHOT-2025-01-09/spark-tpch.json +++ b/docs/source/contributor-guide/benchmark-results/0.5.0/spark-tpch.json @@ -6,15 +6,18 @@ "spark_conf": { "spark.eventLog.enabled": "true", "spark.driver.extraJavaOptions": "-Djava.net.preferIPv6Addresses=false -XX:+IgnoreUnrecognizedVMOptions --add-opens=java.base/java.lang=ALL-UNNAMED --add-opens=java.base/java.lang.invoke=ALL-UNNAMED --add-opens=java.base/java.lang.reflect=ALL-UNNAMED --add-opens=java.base/java.io=ALL-UNNAMED --add-opens=java.base/java.net=ALL-UNNAMED --add-opens=java.base/java.nio=ALL-UNNAMED --add-opens=java.base/java.util=ALL-UNNAMED --add-opens=java.base/java.util.concurrent=ALL-UNNAMED --add-opens=java.base/java.util.concurrent.atomic=ALL-UNNAMED --add-opens=java.base/jdk.internal.ref=ALL-UNNAMED --add-opens=java.base/sun.nio.ch=ALL-UNNAMED --add-opens=java.base/sun.nio.cs=ALL-UNNAMED --add-opens=java.base/sun.security.action=ALL-UNNAMED --add-opens=java.base/sun.util.calendar=ALL-UNNAMED --add-opens=java.security.jgss/sun.security.krb5=ALL-UNNAMED -Djdk.reflect.useDirectMethodHandle=false", - "spark.app.submitTime": "1735426784113", "spark.sql.warehouse.dir": "file:/home/andy/git/personal/research/benchmarks/spark-standalone/spark-warehouse", "spark.executor.id": "driver", "spark.master": "spark://woody:7077", "spark.driver.memory": "8G", "spark.memory.offHeap.enabled": "true", + "spark.driver.port": "34999", "spark.executor.memory": "16g", + "spark.app.id": "app-20250113143837-0059", + "spark.app.startTime": "1736804317132", "spark.rdd.compress": "True", "spark.app.name": "spark benchmark derived from tpch", + "spark.app.submitTime": "1736804316845", "spark.executor.extraJavaOptions": "-Djava.net.preferIPv6Addresses=false -XX:+IgnoreUnrecognizedVMOptions --add-opens=java.base/java.lang=ALL-UNNAMED --add-opens=java.base/java.lang.invoke=ALL-UNNAMED --add-opens=java.base/java.lang.reflect=ALL-UNNAMED --add-opens=java.base/java.io=ALL-UNNAMED --add-opens=java.base/java.net=ALL-UNNAMED --add-opens=java.base/java.nio=ALL-UNNAMED --add-opens=java.base/java.util=ALL-UNNAMED --add-opens=java.base/java.util.concurrent=ALL-UNNAMED --add-opens=java.base/java.util.concurrent.atomic=ALL-UNNAMED --add-opens=java.base/jdk.internal.ref=ALL-UNNAMED --add-opens=java.base/sun.nio.ch=ALL-UNNAMED --add-opens=java.base/sun.nio.cs=ALL-UNNAMED --add-opens=java.base/sun.security.action=ALL-UNNAMED --add-opens=java.base/sun.util.calendar=ALL-UNNAMED --add-opens=java.security.jgss/sun.security.krb5=ALL-UNNAMED -Djdk.reflect.useDirectMethodHandle=false", "spark.serializer.objectStreamReset": "100", "spark.driver.host": "10.0.0.118", @@ -22,76 +25,161 @@ "spark.cores.max": "8", "spark.submit.pyFiles": "", "spark.submit.deployMode": "client", - "spark.app.id": "app-20241228155944-0046", - "spark.driver.port": "34081", - "spark.app.startTime": "1735426784393", "spark.executor.cores": "8", 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9.107020854949951, + 9.347189903259277 ] } \ No newline at end of file diff --git a/docs/source/contributor-guide/benchmark-results/tpc-h.md b/docs/source/contributor-guide/benchmark-results/tpc-h.md index 7d83610246..336deb7a7c 100644 --- a/docs/source/contributor-guide/benchmark-results/tpc-h.md +++ b/docs/source/contributor-guide/benchmark-results/tpc-h.md @@ -41,5 +41,5 @@ The following chart shows how much Comet currently accelerates each query from t The raw results of these benchmarks in JSON format is available here: -- [Spark](0.5.0-SNAPSHOT-2025-01-09/spark-tpch.json) -- [Comet](0.5.0-SNAPSHOT-2025-01-09/comet-tpch.json) +- [Spark](0.5.0/spark-tpch.json) +- [Comet](0.5.0/comet-tpch.json) From 9644cc4714b021e4d6ac410177c543d6f2833e3e Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Mon, 13 Jan 2025 15:45:19 -0700 Subject: [PATCH 7/7] update chart title --- .../0.5.0/tpch_allqueries.png | Bin 20234 -> 28138 bytes .../0.5.0/tpch_queries_compare.png | Bin 24280 -> 33059 bytes 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