From b4de8e0fa4ffbaef466b0b27c7c4092ee3f0b4b3 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Wed, 25 Sep 2024 14:02:18 -0600 Subject: [PATCH] chore: Update benchmarks results based on 0.3.0-rc1 (#969) * add TPC-H benchmark results * updat TPC-H results * update charts * improve charts * improve charts * add old results back --- README.md | 19 +- .../tpcds_allqueries.png | Bin .../tpcds_queries_compare.png | Bin .../tpcds_queries_speedup_abs.png | Bin .../{2024-08-23 => 0.2.0}/tpch_allqueries.png | Bin .../tpch_queries_compare.png | Bin .../tpch_queries_speedup_rel.png | Bin .../0.3.0/tpcds_allqueries.png | Bin 0 -> 30139 bytes .../0.3.0/tpcds_queries_compare.png | Bin 0 -> 46449 bytes .../0.3.0/tpcds_queries_speedup_abs.png | Bin 0 -> 67006 bytes .../0.3.0/tpcds_queries_speedup_rel.png | Bin 0 -> 96045 bytes .../0.3.0/tpch_allqueries.png | Bin 0 -> 29289 bytes .../0.3.0/tpch_queries_compare.png | Bin 0 -> 33052 bytes .../0.3.0/tpch_queries_speedup_abs.png | Bin 0 -> 37680 bytes .../0.3.0/tpch_queries_speedup_rel.png | Bin 0 -> 44133 bytes .../{2024-08-23 => 0.2.0}/comet-tpcds.json | 0 .../{2024-08-23 => 0.2.0}/comet-tpch.json | 0 .../datafusion-python-tpch.json | 0 .../{2024-08-23 => 0.2.0}/spark-tpcds.json | 0 .../{2024-08-23 => 0.2.0}/spark-tpch.json | 0 .../benchmark-results/0.3.0/comet-tpcds.json | 551 ++++++++++++++++++ .../benchmark-results/0.3.0/comet-tpch.json | 158 +++++ .../0.3.0/datafusion-python-tpch.json | 73 +++ .../benchmark-results/0.3.0/spark-tpcds.json | 524 +++++++++++++++++ .../benchmark-results/0.3.0/spark-tpch.json | 139 +++++ .../benchmark-results/tpc-ds.md | 24 +- .../benchmark-results/tpc-h.md | 26 +- 27 files changed, 1484 insertions(+), 30 deletions(-) rename docs/source/_static/images/benchmark-results/{2024-08-23 => 0.2.0}/tpcds_allqueries.png (100%) rename docs/source/_static/images/benchmark-results/{2024-08-23 => 0.2.0}/tpcds_queries_compare.png (100%) rename docs/source/_static/images/benchmark-results/{2024-08-23 => 0.2.0}/tpcds_queries_speedup_abs.png (100%) rename docs/source/_static/images/benchmark-results/{2024-08-23 => 0.2.0}/tpch_allqueries.png (100%) rename docs/source/_static/images/benchmark-results/{2024-08-23 => 0.2.0}/tpch_queries_compare.png (100%) rename docs/source/_static/images/benchmark-results/{2024-08-23 => 0.2.0}/tpch_queries_speedup_rel.png (100%) create mode 100644 docs/source/_static/images/benchmark-results/0.3.0/tpcds_allqueries.png create mode 100644 docs/source/_static/images/benchmark-results/0.3.0/tpcds_queries_compare.png create mode 100644 docs/source/_static/images/benchmark-results/0.3.0/tpcds_queries_speedup_abs.png create mode 100644 docs/source/_static/images/benchmark-results/0.3.0/tpcds_queries_speedup_rel.png create mode 100644 docs/source/_static/images/benchmark-results/0.3.0/tpch_allqueries.png create mode 100644 docs/source/_static/images/benchmark-results/0.3.0/tpch_queries_compare.png create mode 100644 docs/source/_static/images/benchmark-results/0.3.0/tpch_queries_speedup_abs.png create mode 100644 docs/source/_static/images/benchmark-results/0.3.0/tpch_queries_speedup_rel.png rename docs/source/contributor-guide/benchmark-results/{2024-08-23 => 0.2.0}/comet-tpcds.json (100%) rename docs/source/contributor-guide/benchmark-results/{2024-08-23 => 0.2.0}/comet-tpch.json (100%) rename docs/source/contributor-guide/benchmark-results/{2024-08-23 => 0.2.0}/datafusion-python-tpch.json (100%) rename docs/source/contributor-guide/benchmark-results/{2024-08-23 => 0.2.0}/spark-tpcds.json (100%) rename docs/source/contributor-guide/benchmark-results/{2024-08-23 => 0.2.0}/spark-tpch.json (100%) create mode 100644 docs/source/contributor-guide/benchmark-results/0.3.0/comet-tpcds.json create mode 100644 docs/source/contributor-guide/benchmark-results/0.3.0/comet-tpch.json create mode 100644 docs/source/contributor-guide/benchmark-results/0.3.0/datafusion-python-tpch.json create mode 100644 docs/source/contributor-guide/benchmark-results/0.3.0/spark-tpcds.json create mode 100644 docs/source/contributor-guide/benchmark-results/0.3.0/spark-tpch.json diff --git a/README.md b/README.md index bf6c8612c..9f7db6eba 100644 --- a/README.md +++ b/README.md @@ -44,8 +44,8 @@ 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 616 seconds to 379 seconds, a 1.62x speedup, with query 1 -running more than 7x faster than Spark. +When using Comet, the overall run time is reduced from 616 seconds to 374 seconds, a 1.6x speedup, with query 1 +running 9x faster than Spark. Running the same queries with DataFusion standalone (without Spark) using the same number of cores results in a 3.6x speedup compared to Spark. @@ -53,16 +53,21 @@ 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/2024-08-23/tpch_allqueries.png) +![](docs/source/_static/images/benchmark-results/0.3.0/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/2024-08-23/tpch_queries_compare.png) +![](docs/source/_static/images/benchmark-results/0.3.0/tpch_queries_compare.png) -The following chart shows how much Comet currently accelerates each query from the benchmark. Performance optimization -is an ongoing task, and we welcome contributions from the community to help achieve even greater speedups in the future. +The following charts shows how much Comet currently accelerates each query from the benchmark. -![](docs/source/_static/images/benchmark-results/2024-08-23/tpch_queries_speedup_rel.png) +### Relative speedup + +![](docs/source/_static/images/benchmark-results/0.3.0/tpch_queries_speedup_rel.png) + +### Absolute speedup + +![](docs/source/_static/images/benchmark-results/0.3.0/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). We encourage diff --git a/docs/source/_static/images/benchmark-results/2024-08-23/tpcds_allqueries.png b/docs/source/_static/images/benchmark-results/0.2.0/tpcds_allqueries.png similarity index 100% rename from docs/source/_static/images/benchmark-results/2024-08-23/tpcds_allqueries.png rename to docs/source/_static/images/benchmark-results/0.2.0/tpcds_allqueries.png diff --git a/docs/source/_static/images/benchmark-results/2024-08-23/tpcds_queries_compare.png b/docs/source/_static/images/benchmark-results/0.2.0/tpcds_queries_compare.png similarity index 100% rename from docs/source/_static/images/benchmark-results/2024-08-23/tpcds_queries_compare.png rename to docs/source/_static/images/benchmark-results/0.2.0/tpcds_queries_compare.png diff --git a/docs/source/_static/images/benchmark-results/2024-08-23/tpcds_queries_speedup_abs.png b/docs/source/_static/images/benchmark-results/0.2.0/tpcds_queries_speedup_abs.png similarity index 100% rename from docs/source/_static/images/benchmark-results/2024-08-23/tpcds_queries_speedup_abs.png rename to docs/source/_static/images/benchmark-results/0.2.0/tpcds_queries_speedup_abs.png diff --git a/docs/source/_static/images/benchmark-results/2024-08-23/tpch_allqueries.png b/docs/source/_static/images/benchmark-results/0.2.0/tpch_allqueries.png similarity index 100% rename from docs/source/_static/images/benchmark-results/2024-08-23/tpch_allqueries.png rename to docs/source/_static/images/benchmark-results/0.2.0/tpch_allqueries.png diff --git a/docs/source/_static/images/benchmark-results/2024-08-23/tpch_queries_compare.png b/docs/source/_static/images/benchmark-results/0.2.0/tpch_queries_compare.png similarity index 100% rename from docs/source/_static/images/benchmark-results/2024-08-23/tpch_queries_compare.png rename to docs/source/_static/images/benchmark-results/0.2.0/tpch_queries_compare.png diff --git a/docs/source/_static/images/benchmark-results/2024-08-23/tpch_queries_speedup_rel.png b/docs/source/_static/images/benchmark-results/0.2.0/tpch_queries_speedup_rel.png similarity index 100% rename from docs/source/_static/images/benchmark-results/2024-08-23/tpch_queries_speedup_rel.png rename to docs/source/_static/images/benchmark-results/0.2.0/tpch_queries_speedup_rel.png diff --git a/docs/source/_static/images/benchmark-results/0.3.0/tpcds_allqueries.png b/docs/source/_static/images/benchmark-results/0.3.0/tpcds_allqueries.png new file mode 100644 index 0000000000000000000000000000000000000000..ed82f832697cd898d0a0748e09d0b0465f2fbf77 GIT binary patch literal 30139 zcmdqKd03C@_cnYt(SQablqS+36&ae75+O>Gq*0`#k!VH{NumfzgNT%*$m-skx~&vCqezK&xb+iti&_kG>#TI*crd9G_8U2mvAk$VO=!!Q$9 zt<*JU7}h|BVQJ@pRqg;<;<5t=L|BcaNPe zyBE$^nXfoc%)!&s)k9T5!THY*%y)6$p`gsZG8-4+a$ULEgJF1W=pUA3t*bj3W{>nL z-DM{GV!GaXnVFOhF8=ECX{F#Y16@5m7N4UAod*+yd>#t%*shr(_w#k)VTa>yn`?^& zCWk$;On7~-_?U>`#Dl?CIHkq*G-~Zr(b}Y4C33KA_)c2hsf!EMDmw4B+LS*Nj^fh^ z48fmc6H^nuF#Py4oD=6WP6vkK0T{HIx@_oF)3n=e)z0lgQTLW zMEy76yk-s#(&jn4CoWvLFxf``)?Ry5`NeXGzKz5o4l@4FJ7%U7=!e1Ffz%37J{;}t2tWvXmcN7hk&Utjfc z6KAl?$;k;#pB}FlIyHCSH`~}fUSArHs_yA1EG%T~pPnhn-1+ikL`1}nw{n}(3hV1< zPMS1HQBg7Q)-5H+n(M)C?;o`^1&nS?8SHSnnV87t87Tp z$>v$Iy+3}~AMURh9vSR*?5j=N8p<|)(g#_uy?a*}7;rOjn{HZu?d{dwzFkU3M~9D( zFA(qP-KBt$WvS*_3==M@wc^5JXV;b@4&RYqZT;^;6|8sdI=&@mx6Q-D6U}bfa=du) zqVctspP%2*z~`GxU}WSJe7qe#hhE6}B`zmK)bwe;BM;JsaSEj_JIh1B-Wn

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