ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark clickhouse.

Project Site

clickhouse.com

Source Repository

github.com

Test Created

25 June 2022

Last Updated

11 January 2023

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

7 Minutes, 40 Seconds

Average Run Time

9 Minutes, 41 Seconds

Accolades

30k+ Downloads

Supported Platforms

Supported Architectures

x86_64 + aarch64

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page ViewsOpenBenchmarking.orgEventsClickHouse Popularity Statisticspts/clickhouse2022.062022.072022.082022.092022.102022.112022.122023.012023.022023.032023.042023.052023.062023.072023.082023.092023.102023.112023.122024.012024.022024.032024.042024.052024.062K4K6K8K10K
* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
Data updated weekly as of 24 June 2024.

Revision History

pts/clickhouse-1.2.0   [View Source]   Wed, 11 Jan 2023 12:35:42 GMT
Update against ClickHouse 22.12.3.5 upstream.

pts/clickhouse-1.1.0   [View Source]   Fri, 19 Aug 2022 09:56:53 GMT
Update against upstream, fix aarch64 usage.

pts/clickhouse-1.0.0   [View Source]   Sat, 25 Jun 2022 13:57:24 GMT
Initial commit of ClickHouse benchmark.

Suites Using This Test

Database Test Suite

Server


Performance Metrics

Analyze Test Configuration:

ClickHouse 22.12.3.5

100M Rows Hits Dataset, Third Run

OpenBenchmarking.org metrics for this test profile configuration based on 800 public results since 11 January 2023 with the latest data as of 20 June 2024.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component
Percentile Rank
# Compatible Public Results
Queries Per Minute, Geo Mean (Average)
99th
22
583 +/- 32
99th
13
577 +/- 14
85th
6
477 +/- 1
84th
7
474 +/- 13
79th
13
451 +/- 6
Mid-Tier
75th
< 436
67th
5
382 +/- 35
66th
7
379 +/- 1
62nd
3
346 +/- 14
62nd
4
345 +/- 15
59th
14
337 +/- 4
54th
25
309 +/- 3
Median
50th
300
32nd
10
245 +/- 15
32nd
8
245 +/- 5
31st
13
241 +/- 10
28th
4
232 +/- 2
26th
4
225 +/- 1
Low-Tier
25th
< 222
21st
3
209 +/- 2
19th
5
193 +/- 1
14th
3
172 +/- 1
13th
4
168 +/- 1
12th
3
160 +/- 1
11th
4
148 +/- 4
10th
3
141 +/- 2
7th
7
113 +/- 1
4th
3
91 +/- 1
3rd
4
79 +/- 1
3rd
3
69 +/- 1
3rd
3
69 +/- 1
2nd
3
46 +/- 2
OpenBenchmarking.orgDistribution Of Public Results - 100M Rows Hits Dataset, Third Run789 Results Range From 41 To 665 Queries Per Minute, Geo Mean4166911161411661912162412662913163413663914164414664915165415665916166416661632486480

Based on OpenBenchmarking.org data, the selected test / test configuration (ClickHouse 22.12.3.5 - 100M Rows Hits Dataset, Third Run) has an average run-time of 16 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete Benchmark100M Rows Hits Dataset, Third RunRun-Time1326395265Min: 8 / Avg: 15.39 / Max: 64

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.8%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between Runs100M Rows Hits Dataset, Third RunDeviation3691215Min: 0 / Avg: 0.83 / Max: 9

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

OpenBenchmarking.orgRelative Core Scaling To BaseClickHouse CPU Core Scaling100M Rows Hits Dataset, Third Run6812163264961281.743.485.226.968.7

Notable Instruction Set Usage

Notable instruction set extensions supported by this test, based on an automatic analysis by the Phoronix Test Suite / OpenBenchmarking.org analytics engine.

Instruction Set
Support
Instructions Detected
Last automated analysis: 6 February 2023

This test profile binary relies on the shared libraries libc.so.6.

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

CPU Architecture
Kernel Identifier
Verified On
Intel / AMD x86 64-bit
x86_64
(Many Processors)
ARMv8 64-bit
aarch64
ARMv8 Cortex-A76 4-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 128-Core, ARMv8 Neoverse-V1, ARMv8 Neoverse-V2, Ampere ARMv8 Neoverse-N1 256-Core, Apple, Rockchip ARMv8 Cortex-A76 4-Core, rk1-mainline-nvme

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 4 Benchmark Results

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EndeavourOS rolling - 6.9.3-zen1-1-zen - KDE Plasma 6.0.5

22 Systems - 263 Benchmark Results

AMD EPYC 9684X 96-Core - AMD Titanite_4G - AMD Device 14a4

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1 System - 489 Benchmark Results

rk1-mainline-nvme - Turing Machines RK1 - 32GB

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ARMv8 Cortex-A76 - Turing Machines RK1 - 32GB

Ubuntu 22.04 - 6.7.0 - 1.3.255

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1 System - 211 Benchmark Results

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1 System - 225 Benchmark Results

Intel Xeon Platinum 8259CL - Amazon EC2 r5.4xlarge - Intel 440FX 82441FX PMC

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Intel Xeon Platinum 8259CL - Amazon EC2 r5.4xlarge - Intel 440FX 82441FX PMC

Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.x86_64 - GCC 11.4.1 20230605

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Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.x86_64 - GCC 11.4.1 20230605

1 System - 214 Benchmark Results

ARMv8 Neoverse-V1 - Amazon EC2 r7g.4xlarge - Amazon Device 0200

Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.aarch64 - GCC 11.4.1 20230605

1 System - 222 Benchmark Results

Intel Xeon Platinum 8488C - Amazon EC2 r7i.4xlarge - Intel 440FX 82441FX PMC

Amazon Linux 2023.4.20240401 - 6.1.82-99.168.amzn2023.x86_64 - GCC 11.4.1 20230605

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