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, 42 Seconds

Average Run Time

9 Minutes, 41 Seconds

Accolades

40k+ Downloads

Supported Platforms

Supported Architectures

x86_64 + aarch64

Public Result Uploads *Reported Installs **Reported Test Completions **Test Profile Page ViewsOpenBenchmarking.orgEventsClickHouse Popularity Statisticspts/clickhouse2022.062022.072022.082022.092022.102022.112022.122023.012023.022023.032023.042023.052023.062023.072023.082023.092023.102023.112023.122024.012024.022024.032024.042024.052024.062024.072024.082024.092024.102K4K6K8K10K
* 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 6 October 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 1,060 public results since 11 January 2023 with the latest data as of 7 October 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)
98th
18
581 +/- 14
98th
26
580 +/- 30
97th
4
569 +/- 5
85th
6
477 +/- 1
84th
7
474 +/- 13
80th
17
452 +/- 6
Mid-Tier
75th
< 427
75th
4
426 +/- 10
73rd
7
408 +/- 9
69th
5
382 +/- 35
67th
7
379 +/- 1
64th
4
345 +/- 15
62nd
14
337 +/- 4
57th
28
308 +/- 4
55th
7
301 +/- 1
Median
50th
293
43rd
7
273 +/- 2
34th
14
251 +/- 16
32nd
8
245 +/- 5
32nd
16
243 +/- 10
29th
4
232 +/- 2
27th
7
222 +/- 4
Low-Tier
25th
< 218
23rd
7
214 +/- 4
21st
7
210 +/- 2
19th
9
197 +/- 5
14th
3
172 +/- 1
13th
4
168 +/- 1
13th
8
164 +/- 2
12th
3
160 +/- 1
11th
4
148 +/- 4
10th
3
141 +/- 2
7th
6
126 +/- 5
6th
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 Run1055 Results Range From 41 To 772 Queries Per Minute, Geo Mean416895122149176203230257284311338365392419446473500527554581608635662689716743770797306090120150

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 17 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-Time1428425670Min: 7 / Avg: 16.29 / Max: 75

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.9%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between Runs100M Rows Hits Dataset, Third RunDeviation3691215Min: 0 / Avg: 0.88 / Max: 8

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.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BaseClickHouse CPU Core Scaling100M Rows Hits Dataset, Third Run6810121416324864961281.833.665.497.329.15

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, ARMv8 Neoverse-V2 96-Core, Ampere ARMv8 Neoverse-N1 256-Core, AmpereOne 192-Core, Apple, Rockchip ARMv8 Cortex-A76 4-Core, rk1-mainline-nvme

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 336 Benchmark Results

AmpereOne - Supermicro ARS-211M-NR R13SPD v1.02 - Ampere Computing LLC Device e208

Ubuntu 24.04 - 6.8.0-39-generic-64k - GCC 13.2.0

4 Systems - 99 Benchmark Results

AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

cachyos rolling - 6.10.5-2-cachyos - KDE Plasma 6.1.4

3 Systems - 99 Benchmark Results

AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Arch Linux - 6.10.5-arch1-1 - GNOME Shell 46.4

2 Systems - 95 Benchmark Results

AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Arch Linux - 6.10.5-arch1-1 - GNOME Shell 46.4

1 System - 87 Benchmark Results

AMD Ryzen 9 9950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8

Ubuntu 24.04 - 6.8.0-40-generic - GNOME Shell 46.0

1 System - 162 Benchmark Results

AMD Ryzen Threadripper 7980X 64-Cores - System76 Thelio Major - AMD Device 14a4

Ubuntu 24.04 - 6.8.0-31-generic - GNOME Shell 46.0

1 System - 529 Benchmark Results

Intel Xeon Platinum 8375C - Amazon EC2 m6id.4xlarge - Intel 440FX 82441FX PMC

Ubuntu 24.04 - 6.8.0-1009-aws - GCC 13.2.0

1 System - 529 Benchmark Results

Intel Xeon Platinum 8375C - Amazon EC2 m6id.4xlarge - Intel 440FX 82441FX PMC

Ubuntu 24.04 - 6.8.0-1009-aws - GCC 13.2.0

1 System - 529 Benchmark Results

AMD EPYC 7R13 - Amazon EC2 m6a.4xlarge - Intel 440FX 82441FX PMC

Ubuntu 24.04 - 6.8.0-1009-aws - GCC 13.2.0

1 System - 529 Benchmark Results

AMD EPYC 7R13 - Amazon EC2 m6a.4xlarge - Intel 440FX 82441FX PMC

Ubuntu 24.04 - 6.8.0-1009-aws - GCC 13.2.0

1 System - 529 Benchmark Results

1 System - 529 Benchmark Results

1 System - 389 Benchmark Results

AMD Ryzen Threadripper 7970X 32-Cores - ASRock TRX50 WS - AMD Device 14a4

Debian 12 - 6.1.0-22-amd64 - GNOME Shell 43.9

1 System - 55 Benchmark Results

Intel Xeon Platinum 8488C - Amazon EC2 r7i.16xlarge - Intel 440FX 82441FX PMC

Ubuntu 24.04 - 6.8.0-1009-aws - GCC 13.2.0

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