From 5d51e44bb790dfbe7e971d3d692e7b7f871b4895 Mon Sep 17 00:00:00 2001 From: TomShawn <41534398+TomShawn@users.noreply.github.com> Date: Fri, 27 Aug 2021 20:10:06 +0800 Subject: [PATCH] benchmark: add v5.2 benchmark results (#6319) --- TOC.md | 4 +- .../benchmark-sysbench-v5.2.0-vs-v5.1.1.md | 185 ++++++++++++++++++ ...v5.2-performance-benchmarking-with-tpcc.md | 92 +++++++++ media/sysbench_v511vsv520_point_select.png | Bin 0 -> 19011 bytes media/sysbench_v511vsv520_read_write.png | Bin 0 -> 17334 bytes media/sysbench_v511vsv520_update_index.png | Bin 0 -> 16410 bytes .../sysbench_v511vsv520_update_non_index.png | Bin 0 -> 25602 bytes media/tpcc_v511_vs_v520.png | Bin 0 -> 15128 bytes 8 files changed, 279 insertions(+), 2 deletions(-) create mode 100644 benchmark/benchmark-sysbench-v5.2.0-vs-v5.1.1.md create mode 100644 benchmark/v5.2-performance-benchmarking-with-tpcc.md create mode 100644 media/sysbench_v511vsv520_point_select.png create mode 100644 media/sysbench_v511vsv520_read_write.png create mode 100644 media/sysbench_v511vsv520_update_index.png create mode 100644 media/sysbench_v511vsv520_update_non_index.png create mode 100644 media/tpcc_v511_vs_v520.png diff --git a/TOC.md b/TOC.md index 693cb04012098..8bb56cf4d75a7 100644 --- a/TOC.md +++ b/TOC.md @@ -11,8 +11,8 @@ + [Basic Features](/basic-features.md) + [Experimental Features](/experimental-features.md) + Benchmarks - + [v5.1 Sysbench Performance Test Report](/benchmark/benchmark-sysbench-v5.1.0-vs-v5.0.2.md) - + [v5.1 TPC-C Performance Test Report](/benchmark/v5.1-performance-benchmarking-with-tpcc.md) + + [v5.2 Sysbench Performance Test Report](/benchmark/benchmark-sysbench-v5.2.0-vs-v5.1.1.md) + + [v5.2 TPC-C Performance Test Report](/benchmark/v5.2-performance-benchmarking-with-tpcc.md) + [v5.2 MPP mode TPC-H 100GB Performance Test](/benchmark/v5.2-performance-benchmarking-with-tpch.md) + [MySQL Compatibility](/mysql-compatibility.md) + [TiDB Limitations](/tidb-limitations.md) diff --git a/benchmark/benchmark-sysbench-v5.2.0-vs-v5.1.1.md b/benchmark/benchmark-sysbench-v5.2.0-vs-v5.1.1.md new file mode 100644 index 0000000000000..87064ac5f3234 --- /dev/null +++ b/benchmark/benchmark-sysbench-v5.2.0-vs-v5.1.1.md @@ -0,0 +1,185 @@ +--- +title: TiDB Sysbench Performance Test Report -- v5.2.0 vs. v5.1.1 +--- + +# TiDB Sysbench Performance Test Report -- v5.2.0 vs. v5.1.1 + +## Test overview + +This test aims at comparing the Sysbench performance of TiDB v5.2.0 and TiDB v5.1.1 in the Online Transactional Processing (OLTP) scenario. The results show that compared with v5.1.1, the Point Select performance of v5.2.0 is improved by 11.03%, and the performance of other scenarios is slightly reduced. + +## Test environment (AWS EC2) + +### Hardware configuration + +| Service type | EC2 type | Instance count | +|:----------|:----------|:----------| +| PD | m5.xlarge | 3 | +| TiKV | i3.4xlarge| 3 | +| TiDB | c5.4xlarge| 3 | +| Sysbench | c5.9xlarge| 1 | + +### Software version + +| Service type | Software version | +|:----------|:-----------| +| PD | v5.1.1 and v5.2.0 | +| TiDB | v5.1.1 and v5.2.0 | +| TiKV | v5.1.1 and v5.2.0 | +| Sysbench | 1.1.0-ead2689 | + +### Parameter configuration + +TiDB v5.2.0 and TiDB v5.1.1 use the same configuration. + +#### TiDB parameter configuration + +{{< copyable "" >}} + +```yaml +log.level: "error" +performance.max-procs: 20 +prepared-plan-cache.enabled: true +tikv-client.max-batch-wait-time: 2000000 +``` + +#### TiKV parameter configuration + +{{< copyable "" >}} + +```yaml +storage.scheduler-worker-pool-size: 5 +raftstore.store-pool-size: 3 +raftstore.apply-pool-size: 3 +rocksdb.max-background-jobs: 8 +raftdb.max-background-jobs: 4 +raftdb.allow-concurrent-memtable-write: true +server.grpc-concurrency: 6 +readpool.unified.min-thread-count: 5 +readpool.unified.max-thread-count: 20 +readpool.storage.normal-concurrency: 10 +pessimistic-txn.pipelined: true +server.enable-request-batch: false +``` + +#### TiDB global variable configuration + +{{< copyable "sql" >}} + +```sql +set global tidb_hashagg_final_concurrency=1; +set global tidb_hashagg_partial_concurrency=1; +set global tidb_enable_async_commit = 1; +set global tidb_enable_1pc = 1; +set global tidb_guarantee_linearizability = 0; +set global tidb_enable_clustered_index = 1; +``` + +## Test plan + +1. Deploy TiDB v5.2.0 and v5.1.1 using TiUP. +2. Use Sysbench to import 16 tables, each table with 10 million rows of data. +3. Execute the `analyze table` statement on each table. +4. Back up the data used for restore before different concurrency tests, which ensures data consistency for each test. +5. Start the Sysbench client to perform the `point_select`, `read_write`, `update_index`, and `update_non_index` tests. Perform stress tests on TiDB via HAProxy. The test takes 5 minutes. +6. After each type of test is completed, stop the cluster, overwrite the cluster with the backup data in step 4, and restart the cluster. + +### Prepare test data + +Execute the following command to prepare the test data: + +{{< copyable "shell-regular" >}} + +```bash +sysbench oltp_common \ + --threads=16 \ + --rand-type=uniform \ + --db-driver=mysql \ + --mysql-db=sbtest \ + --mysql-host=$aws_nlb_host \ + --mysql-port=$aws_nlb_port \ + --mysql-user=root \ + --mysql-password=password \ + prepare --tables=16 --table-size=10000000 +``` + +### Perform the test + +Execute the following command to perform the test: + +{{< copyable "shell-regular" >}} + +```bash +sysbench $testname \ + --threads=$threads \ + --time=300 \ + --report-interval=1 \ + --rand-type=uniform \ + --db-driver=mysql \ + --mysql-db=sbtest \ + --mysql-host=$aws_nlb_host \ + --mysql-port=$aws_nlb_port \ + run --tables=16 --table-size=10000000 +``` + +## Test results + +### Point Select performance + +| Threads | v5.1.1 QPS | v5.1.1 95% latency (ms) | v5.2.0 QPS | v5.2.0 95% latency (ms) | QPS improvement | +|:----------|:----------|:----------|:----------|:----------|:----------| +|150|143014.13|2.35|174402.5|1.23|21.95%| +|300|199133.06|3.68|272018|1.64|36.60%| +|600|389391.65|2.18|393536.4|2.11|1.06%| +|900|468338.82|2.97|447981.98|3.3|-4.35%| +|1200|448348.52|5.18|468241.29|4.65|4.44%| +|1500|454376.79|7.04|483888.42|6.09|6.49%| + +Compared with v5.1.1, the Point Select performance of v5.2.0 is improved by 11.03%. + +![Point Select](/media/sysbench_v511vsv520_point_select.png) + +### Update Non-index performance + +| Threads | v5.1.1 QPS | v5.1.1 95% latency (ms) | v5.2.0 QPS | v5.2.0 95% latency (ms) | QPS improvement | +|:----------|:----------|:----------|:----------|:----------|:----------| +|150|31198.68|6.43|30714.73|6.09|-1.55%| +|300|43577.15|10.46|42997.92|9.73|-1.33%| +|600|57230.18|17.32|56168.81|16.71|-1.85%| +|900|65325.11|23.1|64098.04|22.69|-1.88%| +|1200|71528.26|28.67|69908.15|28.67|-2.26%| +|1500|76652.5|33.12|74371.79|33.72|-2.98%| + +Compared with v5.1.1, the Update Non-index performance of v5.2.0 is reduced by 1.98%. + +![Update Non-index](/media/sysbench_v511vsv520_update_non_index.png) + +### Update Index performance + +| Threads | v5.1.1 QPS | v5.1.1 95% latency (ms) | v5.2.0 QPS | v5.2.0 95% latency (ms) | QPS improvement | +|:----------|:----------|:----------|:----------|:----------|:----------| +|150|15641.04|13.22|15320|13.46|-2.05%| +|300|19787.73|21.89|19161.35|22.69|-3.17%| +|600|24566.74|36.89|23616.07|38.94|-3.87%| +|900|27516.57|50.11|26270.04|54.83|-4.53%| +|1200|29421.10|63.32|28002.65|69.29|-4.82%| +|1500|30957.84|77.19|28624.44|95.81|-7.54%| + +Compared with v5.0.2, the Update Index performance of v5.1.0 is reduced by 4.33%. + +![Update Index](/media/sysbench_v511vsv520_update_index.png) + +### Read Write performance + +| Threads | v5.1.1 QPS | v5.1.1 95% latency (ms) | v5.2.0 QPS | v5.2.0 95% latency (ms) | QPS improvement | +|:----------|:----------|:----------|:----------|:----------|:----------| +|150|68471.02|57.87|69246|54.83|1.13%| +|300|86573.09|97.55|85340.42|94.10|-1.42%| +|600|101760.75|176.73|102221.31|173.58|0.45%| +|900|111877.55|248.83|109276.45|257.95|-2.32%| +|1200|117479.4|337.94|114231.33|344.08|-2.76%| +|1500|119662.91|419.45|116663.28|434.83|-2.51%| + +Compared with v5.0.2, the Read Write performance of v5.1.0 is reduced by 1.24%. + +![Read Write](/media/sysbench_v511vsv520_read_write.png) diff --git a/benchmark/v5.2-performance-benchmarking-with-tpcc.md b/benchmark/v5.2-performance-benchmarking-with-tpcc.md new file mode 100644 index 0000000000000..495b709cdcf81 --- /dev/null +++ b/benchmark/v5.2-performance-benchmarking-with-tpcc.md @@ -0,0 +1,92 @@ +--- +title: TiDB TPC-C Performance Test Report -- v5.2.0 vs. v5.1.1 +--- + +# TiDB TPC-C Performance Test Report -- v5.2.0 vs. v5.1.1 + +## Test overview + +This test aims to compare the TPC-H performance of TiDB v5.2.0 and TiDB v5.1.1 in the online analytical processing (OLAP) scenario. The results show that compared with v5.1.1, the TPC-C performance of v5.2.0 is reduced by 4.22%. + +## Test environment (AWS EC2) + +## Hardware configuration + +| Service type | EC2 type | Instance count | +|:----------|:----------|:----------| +| PD | m5.xlarge | 3 | +| TiKV | i3.4xlarge| 3 | +| TiDB | c5.4xlarge| 3 | +| TPC-C | c5.9xlarge| 1 | + +### Software version + +| Service type | Software version | +|:----------|:-----------| +| PD | v5.1.1 and v5.2.0 | +| TiDB | v5.1.1 and v5.2.0 | +| TiKV | v5.1.1 and v5.2.0 | +| TiUP | 1.5.1 | + +### Parameter configuration + +TiDB v5.2.0 and TiDB v5.1.1 use the same configuration. + +#### TiDB parameter configuration + +{{< copyable "" >}} + +```yaml +log.level: "error" +performance.max-procs: 20 +prepared-plan-cache.enabled: true +tikv-client.max-batch-wait-time: 2000000 +``` + +#### TiKV parameter configuration + +{{< copyable "" >}} + +```yaml +pessimistic-txn.pipelined: true +raftdb.allow-concurrent-memtable-write: true +raftdb.max-background-jobs: 4 +raftstore.apply-max-batch-size: 2048 +raftstore.apply-pool-size: 3 +raftstore.store-max-batch-size: 2048 +raftstore.store-pool-size: 3 +readpool.storage.normal-concurrency: 10 +readpool.unified.max-thread-count: 20 +readpool.unified.min-thread-count: 5 +rocksdb.max-background-jobs: 8 +server.grpc-concurrency: 6 +storage.scheduler-worker-pool-size: 20 +server.enable-request-batch: false +``` + +#### TiDB global variable configuration + +{{{< copyable "sql" >}} + +```sql +set global tidb_hashagg_final_concurrency=1; +set global tidb_hashagg_partial_concurrency=1; +set global tidb_enable_async_commit = 1; +set global tidb_enable_1pc = 1; +set global tidb_guarantee_linearizability = 0; +set global tidb_enable_clustered_index = 1; +``` + +## Test plan + +1. Deploy TiDB v5.2.0 and v5.1.1 using TiUP. +2. Create a database named `tpcc`: `create database tpcc;`. +3. Use BenchmarkSQL to import the TPC-C 5000 Warehouse data: `tiup bench tpcc prepare --warehouse 5000 --db tpcc -H 127.0.0.1 -p 4000`. +4. Execute the `tiup bench tpcc run -U root --db tpcc --host 127.0.0.1 --port 4000 --time 300s --warehouses 5000 --threads {{thread}}` command to perform stress tests on TiDB via HAProxy. +5. Extract the tpmC data of New Order from the result. + +## Test result + +Compared with v5.1.1, the TPC-C performance of v5.2.0 is **reduced by 4.22%**. + +![TPC-C](/media/tpcc_v511_vs_v520.png) diff --git a/media/sysbench_v511vsv520_point_select.png b/media/sysbench_v511vsv520_point_select.png new file mode 100644 index 0000000000000000000000000000000000000000..1bde357dc4af094d150dbfca40eb36e62478b17c GIT binary patch literal 19011 zcmeHvS5%YRw=a9Uv4Da~ldhtofS^?ADosIpZvjQR5a~6EqJV%jrAU`fLhmhrh!m+( zLX{xB6KW_Sa2M*|t?qrsxes^Tdmb(?8H0S8Yp%KG`py3NsVK>vAY&jSAt5<&_l~q0 z3CW*2BqV=096b#FGdAf`L_#7@c31kAhAU)o_*j?*ChExJ;N#MvukR_nxy$?U-X#jE zqrUgT?v8osYiONPVH+bmC3C8@?A$%+B2osGhg8ziA4o5}Z94D&_Uv1(woCjm=LHoD zH>x$9`u0wYz%-mTGMDD&mh=sCmp1p~)+mOZjGX#vG9x8%!xcELKLHOU+3f`*2cIO0 z&%8*%$6I@r}Kgd{rA_z&=5;q(9W%O@nt659`31wFSOyDybbTVT;{j$ z8vPkw`kY@-PKy5$A4v*3H5bVrR-BZz#vx?n8&2sdXWk=yv{CZ)JSj{foTt$ zH-}wWCvJ|s?we0-ZkFG{4?)=`O-J8*<0~(wTn|o9j2?F&dBXSB_>ZF}ag?G7EEDDtidZny@HK2{cZVkeJ^DY@fxlIwy3bH^jqt 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