forked from pingcap/docs
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
benchmark, TOC: add 4.0 TPC-H, TPC-C and Sysbench test reports (pingc…
…ap#2661) * add TPC-H benchmark test report * Add 4.0 tpcc,tpch and sysbench test reports * Update benchmark-sysbench-v4-vs-v3.md * address comments * remove s * address comment and add tpch result * correct headinglevel * Update v4.0-performance-benchmarking-with-tpcc.md * update tpcc image Co-authored-by: Caitin <34535727+CaitinChen@users.noreply.github.com> Co-authored-by: JaySon <tshent@qq.com>
- Loading branch information
1 parent
e6dd2d8
commit f11484c
Showing
10 changed files
with
471 additions
and
74 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,174 @@ | ||
--- | ||
title: TiDB Sysbench Performance Test Report -- v4.0 vs. v3.0 | ||
summary: Compare the Sysbench performance of TiDB 4.0 and TiDB 3.0. | ||
category: benchmark | ||
--- | ||
|
||
# TiDB Sysbench Performance Test Report -- v4.0 vs. v3.0 | ||
|
||
## Test purpose | ||
|
||
This test aims to compare the Sysbench performance of TiDB 4.0 and TiDB 3.0 in the Online Transactional Processing (OLTP) scenario. | ||
|
||
## 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 | m5.4xlarge| 1 | | ||
|
||
### Software version | ||
|
||
| Service type | Software version | | ||
|:----------|:-----------| | ||
| PD | 3.0 and 4.0 | | ||
| TiDB | 3.0 and 4.0 | | ||
| TiKV | 3.0 and 4.0 | | ||
| Sysbench | 1.0.20 | | ||
|
||
### Parameter configuration | ||
|
||
#### TiDB v3.0 configuration | ||
|
||
{{< copyable "" >}} | ||
|
||
```yaml | ||
log.level: "error" | ||
performance.max-procs: 20 | ||
prepared-plan-cache.enabled: true | ||
tikv-client.max-batch-wait-time: 2000000 | ||
``` | ||
#### TiKV v3.0 configuration | ||
{{< copyable "" >}} | ||
```yaml | ||
storage.scheduler-worker-pool-size: 5 | ||
raftstore.store-pool-size: 3 | ||
raftstore.apply-pool-size: 3 | ||
rocksdb.max-background-jobs: 3 | ||
raftdb.max-background-jobs: 3 | ||
raftdb.allow-concurrent-memtable-write: true | ||
server.grpc-concurrency: 6 | ||
readpool.storage.normal-concurrency: 10 | ||
readpool.coprocessor.normal-concurrency: 5 | ||
``` | ||
#### TiDB v4.0 configuration | ||
{{< copyable "" >}} | ||
```yaml | ||
log.level: "error" | ||
performance.max-procs: 20 | ||
prepared-plan-cache.enabled: true | ||
tikv-client.max-batch-wait-time: 2000000 | ||
``` | ||
#### TiKV v4.0 configuration | ||
{{< copyable "" >}} | ||
```yaml | ||
storage.scheduler-worker-pool-size: 5 | ||
raftstore.store-pool-size: 3 | ||
raftstore.apply-pool-size: 3 | ||
rocksdb.max-background-jobs: 3 | ||
raftdb.max-background-jobs: 3 | ||
raftdb.allow-concurrent-memtable-write: true | ||
server.request-batch-enable-cross-command: false | ||
server.grpc-concurrency: 6 | ||
readpool.unifiy-read-pool: true | ||
readpool.unified.min-thread-count: 5 | ||
readpool.unified.max-thread-count: 20 | ||
readpool.storage.normal-concurrency: 10 | ||
pessimistic-txn.pipelined: true | ||
``` | ||
#### Global variable configuration | ||
{{< copyable "sql" >}} | ||
```sql | ||
set global tidb_hashagg_final_concurrency=1; | ||
set global tidb_hashagg_partial_concurrency=1; | ||
set global tidb_disable_txn_auto_retry=0; | ||
``` | ||
|
||
## Test plan | ||
|
||
1. Deploy TiDB v4.0 and v3.0 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 AWS NLB. In each type of test, the warm-up takes 1 minute and 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 | ||
|
||
Compared with v3.0, the Point Select performance of TiDB v4.0 has increased by 14%. | ||
|
||
![Point Select](/media/sysbench-v4vsv3-point-select.png) | ||
|
||
### Update Non-index performance | ||
|
||
Compared with v3.0, the Update Non-index performance of TiDB v4.0 has increased by 15%. | ||
|
||
![Update Non-index](/media/sysbench-v4vsv3-update-non-index.png) | ||
|
||
### Update Index performance | ||
|
||
Compared with v3.0, the Update Index performance of TiDB v4.0 has increased by 17%. | ||
|
||
![Update Index](/media/sysbench-v4vsv3-update-index.png) | ||
|
||
### Read-write performance | ||
|
||
Compared with v3.0, the read-write performance of TiDB v4.0 has increased by 31%. | ||
|
||
![Read Write](/media/sysbench-v4vsv3-read-write.png) |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,113 +1,133 @@ | ||
--- | ||
title: TiDB TPC-C Performance Test Report -- v4.0 vs. v3.0 | ||
summary: Compares the TPC-C performance of TiDB 4.0 and TiDB 3.0 using BenchmarkSQL. | ||
summary: Compare the TPC-C performance of TiDB 4.0 and TiDB 3.0 using BenchmarkSQL. | ||
category: benchmark | ||
aliases: ['/docs/dev/benchmark/tpcc-v2/'] | ||
--- | ||
|
||
# TiDB TPC-C Performance Test Report -- v4.0 vs. v3.0 | ||
|
||
## Test purpose | ||
|
||
This test aims to compare the TPC-C performance of TiDB 4.0 and TiDB 3.0. | ||
This test aims to compare the TPC-C performance of TiDB 4.0 and TiDB 3.0 in the Online Transactional Processing (OLTP) scenario. | ||
|
||
## Test version, time, and place | ||
## Test environment (AWS EC2) | ||
|
||
TiDB versions: v4.0.0-rc vs. v3.0.8 | ||
### Hardware configuration | ||
|
||
Time: April, 2020 | ||
| Service type | EC2 type | Instance count | | ||
|:----------|:----------|:----------| | ||
| PD | m5.xlarge | 3 | | ||
| TiKV | i3.4xlarge| 3 | | ||
| TiDB | c5.4xlarge| 3 | | ||
| Sysbench | m5.4xlarge| 1 | | ||
|
||
Place: Beijing | ||
### Software version | ||
|
||
## Test environment | ||
| Service type | Software version | | ||
|:----------|:-----------| | ||
| PD | 3.0 and 4.0 | | ||
| TiDB | 3.0 and 4.0 | | ||
| TiKV | 3.0 and 4.0 | | ||
| BenchmarkSQL | None | | ||
|
||
AWS machine: | ||
### Parameter configuration | ||
|
||
| Type | Machine | Number | vCPUs | | ||
| :- | :- | :- | :- | | ||
| TiKV | i3.4xlarge | 3 | 16 | | ||
| TiDB | c5.4xlarge | 2 | 16 | | ||
| PD | m5.xlarge | 3 | 4 | | ||
#### TiDB v3.0 configuration | ||
|
||
This test uses the open-source BenchmarkSQL 5.0 as the TPC-C testing tool and adds the support for the MySQL protocol. You can download the testing program by using the following command: | ||
|
||
{{< copyable "shell-regular" >}} | ||
{{< copyable "" >}} | ||
|
||
```shell | ||
git clone -b 5.0-mysql-support-opt https://github.com/pingcap/benchmarksql.git | ||
```yaml | ||
log.level: "error" | ||
performance.max-procs: 20 | ||
prepared-plan-cache.enabled: true | ||
tikv-client.max-batch-wait-time: 2000000 | ||
``` | ||
## Test Plan | ||
|
||
Use BenchmarkSQL to load the data of **5000 warehouses** into the TiDB cluster. By using HAProxy, send concurrent requests to the cluster at an incremental number. A single concurrent test lasts 10 minutes. | ||
#### TiKV v3.0 configuration | ||
### TiDB version information | ||
{{< copyable "" >}} | ||
#### v4.0.0-rc | ||
```yaml | ||
storage.scheduler-worker-pool-size: 5 | ||
raftstore.store-pool-size: 3 | ||
raftstore.apply-pool-size: 3 | ||
rocksdb.max-background-jobs: 3 | ||
raftdb.max-background-jobs: 3 | ||
raftdb.allow-concurrent-memtable-write: true | ||
server.grpc-concurrency: 6 | ||
readpool.storage.normal-concurrency: 10 | ||
readpool.coprocessor.normal-concurrency: 5 | ||
``` | ||
| Component | GitHash | | ||
| :- | :- | | ||
| TiDB | 79db9e30ab8f98ac07c8ae55c66dfecc24b43d56 | | ||
| TiKV | f45d0c963df3ee4b1011caf5eb146cacd1fbbad8 | | ||
| PD | 6f06805f3b0070107fcb4af68b2fc224dee0714d | | ||
#### TiDB v4.0 configuration | ||
#### v3.0.8 | ||
{{< copyable "" >}} | ||
| Component | GitHash | | ||
| :- | :- | | ||
| TiDB | 8f13cf1449bd8903ff465a4f12ed89ecbac858a4 | | ||
| TiKV | 0d3168cfd8224fbc48a07796df83ddac0fbcbf46 | | ||
| PD | 456c42b8b0955b33426b58054e43b771801a74d0 | | ||
```yaml | ||
log.level: "error" | ||
performance.max-procs: 20 | ||
prepared-plan-cache.enabled: true | ||
tikv-client.max-batch-wait-time: 2000000 | ||
``` | ||
### TiDB parameter configuration | ||
#### TiKV v4.0 configuration | ||
{{< copyable "" >}} | ||
```toml | ||
[log] | ||
level = "error" | ||
[performance] | ||
max-procs = 20 | ||
[prepared_plan_cache] | ||
enabled = true | ||
```yaml | ||
storage.scheduler-worker-pool-size: 5 | ||
raftstore.store-pool-size: 3 | ||
raftstore.apply-pool-size: 3 | ||
rocksdb.max-background-jobs: 3 | ||
raftdb.max-background-jobs: 3 | ||
raftdb.allow-concurrent-memtable-write: true | ||
server.request-batch-enable-cross-command: false | ||
server.grpc-concurrency: 6 | ||
readpool.unifiy-read-pool: true | ||
readpool.unified.min-thread-count: 5 | ||
readpool.unified.max-thread-count: 20 | ||
readpool.storage.normal-concurrency: 10 | ||
pessimistic-txn.pipelined: true | ||
``` | ||
### TiKV parameter configuration | ||
#### Global variable configuration | ||
{{< copyable "" >}} | ||
{{< copyable "sql" >}} | ||
```toml | ||
[readpool] | ||
unify-read-pool = true | ||
[readpool.unified] | ||
min-thread-count = 5 | ||
max-thread-count = 6 | ||
[readpool.storage] | ||
[readpool.coprocessor] | ||
[storage] | ||
scheduler-worker-pool-size = 3 | ||
[raftstore] | ||
store-pool-size = 3 | ||
[rocksdb] | ||
max-background-jobs = 3 | ||
wal-dir = "" | ||
[raftdb] | ||
max-background-jobs = 3 | ||
allow-concurrent-memtable-write = true | ||
[server] | ||
request-batch-enable-cross-command = false | ||
[pessimistic-txn] | ||
pipelined = true | ||
```sql | ||
set global tidb_hashagg_final_concurrency=1; | ||
set global tidb_hashagg_partial_concurrency=1; | ||
set global tidb_disable_txn_auto_retry=0; | ||
``` | ||
|
||
### Cluster topology | ||
## Test plan | ||
|
||
1. Deploy TiDB v4.0 and v3.0 using TiUP. | ||
|
||
2. Use BenchmarkSQL to import the TPC-C 5000 Warehouse data. | ||
|
||
1. Compile BenchmarkSQL: | ||
|
||
{{< copyable "bash" >}} | ||
|
||
```bash | ||
git clone https://github.com/pingcap/benchmarksql && cd benchmarksql && ant | ||
``` | ||
|
||
2. Enter the `run` directory, edit the `props.mysql` file according to the actual situation, and modify the `conn`, `warehouses`, `loadWorkers`, `terminals`, and `runMins` configuration items. | ||
|
||
3. Execute the `runSQL.sh ./props.mysql sql.mysql/tableCreates.sql` command. | ||
|
||
4. Execute the `runSQL.sh ./props.mysql sql.mysql/indexCreates.sql` command. | ||
|
||
5. Run MySQL client and execute the `analyze table` statement on every table. | ||
|
||
3. Execute the `runBenchmark.sh ./props.mysql` command. | ||
|
||
* 1 TiKV instance is deployed on each `i3.4xlarge` machine, 3 in total. | ||
* 1 TiDB instance is deployed on each `c5.4xlarge` machine, 2 in total. | ||
* 1 PD instance is deployed on each `m5.xlarge` machine, 3 in total. | ||
4. Extract the tpmC data of New Order from the result. | ||
|
||
## Test result | ||
|
||
![tpcc](/media/tpcc-3.0-4.0.png) | ||
According to the test statistics, the TPC-C performance of TiDB v4.0 has **increased by 50%** compared with that of TiDB v3.0. | ||
|
||
According to the testing statistics, the performance of TiDB 4.0.0-rc **has increased by 45%** than that of TiDB 3.0.8. | ||
![TPC-C](/media/tpcc-v4vsv3.png) |
Oops, something went wrong.