From 8ce2ae7c3a468364e062d7322a42eafd9aed350f Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sun, 30 Jun 2024 08:41:03 -0600 Subject: [PATCH 1/4] Update benchmark script and results --- .../comet-8-exec-5-runs.json | 247 +++++++++--------- .../datafusion-python-8-cores.json | 0 .../spark-8-exec-5-runs.json | 0 docs/source/contributor-guide/benchmarking.md | 11 +- .../apache/comet/ExtendedExplainInfo.scala | 1 + .../apache/comet/serde/QueryPlanSerde.scala | 2 +- 6 files changed, 132 insertions(+), 129 deletions(-) rename docs/source/contributor-guide/benchmark-results/{2024-05-30 => 2024-06-29}/comet-8-exec-5-runs.json (52%) rename docs/source/contributor-guide/benchmark-results/{2024-05-30 => 2024-06-29}/datafusion-python-8-cores.json (100%) rename docs/source/contributor-guide/benchmark-results/{2024-05-30 => 2024-06-29}/spark-8-exec-5-runs.json (100%) diff --git a/docs/source/contributor-guide/benchmark-results/2024-05-30/comet-8-exec-5-runs.json b/docs/source/contributor-guide/benchmark-results/2024-06-29/comet-8-exec-5-runs.json similarity index 52% rename from docs/source/contributor-guide/benchmark-results/2024-05-30/comet-8-exec-5-runs.json rename to docs/source/contributor-guide/benchmark-results/2024-06-29/comet-8-exec-5-runs.json index 38142151d..f139578eb 100644 --- a/docs/source/contributor-guide/benchmark-results/2024-05-30/comet-8-exec-5-runs.json +++ b/docs/source/contributor-guide/benchmark-results/2024-06-29/comet-8-exec-5-runs.json @@ -5,197 +5,198 @@ "query_path": "../../tpch/queries", "spark_conf": { "spark.comet.explainFallback.enabled": "true", + "spark.eventLog.enabled": "true", "spark.jars": "file:///home/andy/git/apache/datafusion-comet/spark/target/comet-spark-spark3.4_2.12-0.1.0-SNAPSHOT.jar", "spark.comet.cast.allowIncompatible": "true", + "spark.app.startTime": "1719691158901", "spark.executor.extraClassPath": "/home/andy/git/apache/datafusion-comet/spark/target/comet-spark-spark3.4_2.12-0.1.0-SNAPSHOT.jar", - "spark.executor.memory": "8G", "spark.comet.exec.shuffle.enabled": "true", "spark.app.name": "DataFusion Comet Benchmark derived from TPC-H / TPC-DS", - "spark.driver.port": "36573", - "spark.sql.adaptive.coalescePartitions.enabled": "false", - "spark.app.startTime": "1716923498046", + "spark.app.id": "app-20240629135919-0008", "spark.comet.batchSize": "8192", - "spark.app.id": "app-20240528131138-0043", "spark.serializer.objectStreamReset": "100", - "spark.app.initial.jar.urls": "spark://woody.lan:36573/jars/comet-spark-spark3.4_2.12-0.1.0-SNAPSHOT.jar", + "spark.driver.host": "10.0.0.118", "spark.submit.deployMode": "client", "spark.sql.autoBroadcastJoinThreshold": "-1", "spark.comet.exec.all.enabled": "true", - "spark.eventLog.enabled": "false", - "spark.driver.host": "woody.lan", + "spark.executor.cores": "8", "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.shuffle.enforceMode.enabled": "true", "spark.sql.warehouse.dir": "file:/home/andy/git/apache/datafusion-benchmarks/runners/datafusion-comet/spark-warehouse", "spark.shuffle.manager": "org.apache.spark.sql.comet.execution.shuffle.CometShuffleManager", - "spark.comet.exec.enabled": "true", + "spark.app.submitTime": "1719691158623", "spark.repl.local.jars": "file:///home/andy/git/apache/datafusion-comet/spark/target/comet-spark-spark3.4_2.12-0.1.0-SNAPSHOT.jar", + "spark.comet.exec.enabled": "true", "spark.executor.id": "driver", "spark.master": "spark://woody:7077", - "spark.executor.instances": "8", "spark.comet.exec.shuffle.mode": "auto", + "spark.driver.port": "34629", "spark.sql.extensions": "org.apache.comet.CometSparkSessionExtensions", "spark.driver.memory": "8G", "spark.driver.extraClassPath": "/home/andy/git/apache/datafusion-comet/spark/target/comet-spark-spark3.4_2.12-0.1.0-SNAPSHOT.jar", + "spark.sql.adaptive.coalescePartitions.enabled": "true", + "spark.executor.memory": "32G", "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.app.submitTime": "1716923497738", "spark.submit.pyFiles": "", - "spark.executor.cores": "1", - 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4.810696601867676, + 4.873842239379883, + 4.817774534225464, + 4.927582740783691 ] } \ No newline at end of file diff --git a/docs/source/contributor-guide/benchmark-results/2024-05-30/datafusion-python-8-cores.json b/docs/source/contributor-guide/benchmark-results/2024-06-29/datafusion-python-8-cores.json similarity index 100% rename from docs/source/contributor-guide/benchmark-results/2024-05-30/datafusion-python-8-cores.json rename to docs/source/contributor-guide/benchmark-results/2024-06-29/datafusion-python-8-cores.json diff --git a/docs/source/contributor-guide/benchmark-results/2024-05-30/spark-8-exec-5-runs.json b/docs/source/contributor-guide/benchmark-results/2024-06-29/spark-8-exec-5-runs.json similarity index 100% rename from docs/source/contributor-guide/benchmark-results/2024-05-30/spark-8-exec-5-runs.json rename to docs/source/contributor-guide/benchmark-results/2024-06-29/spark-8-exec-5-runs.json diff --git a/docs/source/contributor-guide/benchmarking.md b/docs/source/contributor-guide/benchmarking.md index 3e9a61efb..d315c559e 100644 --- a/docs/source/contributor-guide/benchmarking.md +++ b/docs/source/contributor-guide/benchmarking.md @@ -51,7 +51,8 @@ $SPARK_HOME/bin/spark-submit \ $SPARK_HOME/bin/spark-submit \ --master $SPARK_MASTER \ --conf spark.driver.memory=8G \ - --conf spark.executor.memory=64G \ + --conf spark.executor.instances=1 \ + --conf spark.executor.memory=32G \ --conf spark.executor.cores=8 \ --conf spark.cores.max=8 \ --conf spark.sql.autoBroadcastJoinThreshold=-1 \ @@ -68,8 +69,8 @@ $SPARK_HOME/bin/spark-submit \ --conf spark.comet.batchSize=8192 \ --conf spark.comet.exec.shuffle.enabled=true \ --conf spark.comet.exec.shuffle.mode=auto \ + --conf spark.comet.shuffle.enforceMode.enabled=true \ --conf spark.shuffle.manager=org.apache.spark.sql.comet.execution.shuffle.CometShuffleManager \ - --conf spark.sql.adaptive.coalescePartitions.enabled=false \ tpcbench.py \ --benchmark tpch \ --data /mnt/bigdata/tpch/sf100/ \ @@ -99,7 +100,7 @@ is an ongoing task, and we welcome contributions from the community to help achi The raw results of these benchmarks in JSON format is available here: -- [Spark](./benchmark-results/2024-05-30/spark-8-exec-5-runs.json) -- [Comet](./benchmark-results/2024-05-30/comet-8-exec-5-runs.json) -- [DataFusion](./benchmark-results/2024-05-30/datafusion-python-8-cores.json) +- [Spark](./benchmark-results/2024-06-29/spark-8-exec-5-runs.json) +- [Comet](./benchmark-results/2024-06-29/comet-8-exec-5-runs.json) +- [DataFusion](./benchmark-results/2024-06-29/datafusion-python-8-cores.json) diff --git a/spark/src/main/scala/org/apache/comet/ExtendedExplainInfo.scala b/spark/src/main/scala/org/apache/comet/ExtendedExplainInfo.scala index d7ef4e9f3..d956270be 100644 --- a/spark/src/main/scala/org/apache/comet/ExtendedExplainInfo.scala +++ b/spark/src/main/scala/org/apache/comet/ExtendedExplainInfo.scala @@ -85,4 +85,5 @@ class ExtendedExplainInfo extends ExtendedExplainGenerator { object CometExplainInfo { val EXTENSION_INFO = new TreeNodeTag[Set[String]]("CometExtensionInfo") + val CANNOT_RUN_NATIVE = new TreeNodeTag[Boolean]("CometCannotRunNative") } diff --git a/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala b/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala index 1e61ef75e..6838e0237 100644 --- a/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala +++ b/spark/src/main/scala/org/apache/comet/serde/QueryPlanSerde.scala @@ -2301,7 +2301,7 @@ object QueryPlanSerde extends Logging with ShimQueryPlanSerde with CometExprShim .addAllSortOrders(sortOrders.map(_.get).asJava) Some(result.setSort(sortBuilder).build()) } else { - withInfo(op, sortOrder: _*) + withInfo(op, "sort order not supported", sortOrder: _*) None } From df50253cebf8feef00e9889b6050595cdb781200 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sun, 30 Jun 2024 08:46:03 -0600 Subject: [PATCH 2/4] update diagrams --- 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Y7*H}ec+^tKsFxxurEntQ*rnV511F5s9{>OV From 77e8c19d6154f911f9985d491d380ac91ed6ad06 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sun, 30 Jun 2024 08:51:44 -0600 Subject: [PATCH 3/4] update docs --- README.md | 5 +++-- .../source/_static/images/tpch_allqueries.png | Bin 21634 -> 24465 bytes .../_static/images/tpch_queries_compare.png | Bin 25637 -> 28097 bytes 3 files changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index b0b72fdb6..f128d17d3 100644 --- a/README.md +++ b/README.md @@ -34,13 +34,14 @@ 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 649 seconds to 440 seconds, a 1.5x speedup. +When using Comet, the overall run time is reduced from 649 seconds to 433 seconds, a 1.5x speedup, with some queries +showing a 2x-3x speedup. Running the same queries with DataFusion standalone (without Spark) using the same number of cores results in a 3.9x 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 many use cases. +for a broader set of queries. ![](docs/source/_static/images/tpch_allqueries.png) diff --git a/docs/source/_static/images/tpch_allqueries.png b/docs/source/_static/images/tpch_allqueries.png index ccbc31eaf2d588a859b9bfe9b2614da569b25b5a..c6fa4e06548b2f657855470608e626fbba14a21b 100644 GIT binary patch literal 24465 zcmdsfc|4X|+xBJ37$F%NM5YjuN-`yL6QU%Aq>zxvJVr={l#~h?G8Ac0M8<|)8W0gO zE6JQPB)(&5*WT~@KJWMa|M@-7-n($$_jO%so#!!~E8Jka&U_XD7K)*;D5Q50)ywUFgxq+IZja=R^Kwt^W>Qum>W3L7zaxw-~2Qldd#ntI^MzF?pvDpN!9b?%d3-1Hgfn}Ieti6NH3ON z7+>7C->~$=6QZSBqA=pLRonUGc&X4orB?Gl|m`v$p#XM zy?6a*{mctpv~srY-p#vx`}W?pQnl@g%6qO4Fmf!je1FHrwjp=vd416{XUGx^IM#on`c`DJdy0a=gcS4PE={n8n1z^6uWPd>qbw_T0IhjvuT zzj$46csTRcty|kWIs(he)Te)rx7oXWdU+}J`|J)K9men9zk75=t{?uC+aZ+`mxnR&;K9SavNvX@^X>_yw=_amoi^&sP^vz&Am0LjGdjG!%r7GwdXu& z4Z3uR|8nwvHS#vJjfoBaCew!?e*>F>=>1t$gssIsR|=RNZJRxvTs 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zjiE8CgpOTd4kAarh4=YUI~$Jd*5J_*0wo);3KE5wA*yh%7aEX}C=|S)!`Vvy`I4X<*GXhqZ@y`k z-7r6hayx-mI!U}E6JxQ0UB3SH`7xYsTMAeZL0z-Uww-^3lb3Io!b7vyAez}5*AP@{ z0g5?b2d(ja1_Q?;kYVXWN;+_-$Wx;aG0!kh6;eTIgj#;@Ft`Th@LU}EwgYSGg4_{M z>y(wL3;@a3rdfgRXLS^Vmx%_ZL*;DnWs#l|FWfPqrg1&@SEXg8j)y2Ws2XNj2U7gO|pFeI3dANU% zNmFO{BM7m6)hIxEkzZA52NF`!!(sfayq`%PH~gGfb0icFHc!l^DFR*iCpwn>ZWM`{ j^a1|A`Tq-INWePPt+n^N^YvkrOW0ere@x!I_ox2_m*5NT From 5d5ac047f04ca8950fd28efecc190b031f2a0744 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sun, 30 Jun 2024 08:53:16 -0600 Subject: [PATCH 4/4] revert cbo change --- spark/src/main/scala/org/apache/comet/ExtendedExplainInfo.scala | 1 - 1 file changed, 1 deletion(-) diff --git a/spark/src/main/scala/org/apache/comet/ExtendedExplainInfo.scala b/spark/src/main/scala/org/apache/comet/ExtendedExplainInfo.scala index d956270be..d7ef4e9f3 100644 --- a/spark/src/main/scala/org/apache/comet/ExtendedExplainInfo.scala +++ b/spark/src/main/scala/org/apache/comet/ExtendedExplainInfo.scala @@ -85,5 +85,4 @@ class ExtendedExplainInfo extends ExtendedExplainGenerator { object CometExplainInfo { val EXTENSION_INFO = new TreeNodeTag[Set[String]]("CometExtensionInfo") - val CANNOT_RUN_NATIVE = new TreeNodeTag[Boolean]("CometCannotRunNative") }