pytest-codspeed
Pytest plugin to create CodSpeed benchmarks
Documentation: https://codspeed.io/docs/reference/pytest-codspeed
Installation
pip install pytest-codspeed
Usage
Creating benchmarks
In a nutshell, pytest-codspeed offers two approaches to create performance benchmarks that integrate seamlessly with your existing test suite.
Use @pytest.mark.benchmark to measure entire test functions automatically:
import pytest
from statistics import median
@pytest.mark.benchmark
def test_median_performance():
input = [1, 2, 3, 4, 5]
output = sum(i**2 for i in input)
assert output == 55
Since this measure the entire function, you might want to use the benchmark fixture for precise control over what code gets measured:
def test_mean_performance(benchmark):
data = [1, 2, 3, 4, 5]
# Only the function call is measured
result = benchmark(lambda: sum(i**2 for i in data))
assert result == 55
Check out the full documentation for more details.
Testing the benchmarks locally
If you want to run the benchmarks tests locally, you can use the --codspeed pytest flag:
$ pytest tests/ --codspeed
============================= test session starts ====================
platform darwin -- Python 3.14.0, pytest-7.4.4, pluggy-1.5.0
codspeed: 4.2.0 (enabled, mode: walltime, timer_resolution: 41.7ns)
rootdir: /home/user/codspeed-test, configfile: pytest.ini
plugins: codspeed-4.2.0
collected 1 items
tests/test_sum_squares.py . [ 100%]
Benchmark Results
┏━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━┓
┃ Benchmark ┃ Time (best) ┃ Rel. StdDev ┃ Run time ┃ Iters ┃
┣━━━━━━━━━━━━━━━━╋━━━━━━━━━━━━━╋━━━━━━━━━━━━━╋━━━━━━━━━━╋━━━━━━━━┫
┃test_sum_squares┃ 1,873ns ┃ 4.8% ┃ 3.00s ┃ 66,930 ┃
┗━━━━━━━━━━━━━━━━┻━━━━━━━━━━━━━┻━━━━━━━━━━━━━┻━━━━━━━━━━┻━━━━━━━━┛
=============================== 1 benchmarked ========================
=============================== 1 passed in 4.12s ====================
Running the benchmarks in your CI
You can use the CodSpeedHQ/action to run the benchmarks in Github Actions and upload the results to CodSpeed.
Here is an example of a GitHub Actions workflow that runs the benchmarks and reports the results to CodSpeed on every push to the main branch and every pull request:
name: CodSpeed
on:
push:
branches:
- "main" # or "master"
pull_request: # required to have reports on PRs
# `workflow_dispatch` allows CodSpeed to trigger backtest
# performance analysis in order to generate initial data.
workflow_dispatch:
jobs:
benchmarks:
name: Run benchmarks
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v5
- uses: actions/setup-python@v6
with:
python-version: "3.14"
- name: Install dependencies
run: pip install -r requirements.txt
- name: Run benchmarks
uses: CodSpeedHQ/action@v4
with:
mode: simulation # or `walltime`
token: ${{ secrets.CODSPEED_TOKEN }}
run: pytest tests/ --codspeed
1 maintainer
Release files for pytest-codspeed 5.0.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pytest_codspeed-5.0.3.tar.gz | 324.6 kB | Details |
Built distributions (wheels)
Total release size: 20.5 MB
Release files / pytest_codspeed-5.0.3.tar.gz
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| Size | 324.6 kB |
| Tags | Source |
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Release files / pytest_codspeed-5.0.3-py3-none-any.whl
| Download URL | pytest_codspeed-5.0.3-py3-none-any.whl |
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Release files / pytest_codspeed-5.0.3-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
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| Size | 934.5 kB |
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Release files / pytest_codspeed-5.0.3-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
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Release files / pytest_codspeed-5.0.3-cp315-cp315t-macosx_11_0_arm64.whl
| Download URL | pytest_codspeed-5.0.3-cp315-cp315t-macosx_11_0_arm64.whl |
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| Size | 366.3 kB |
| Tags | CPython 3.15 CPython 3.15 free-threading macOS 11.0+ ARM64 |
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Release files / pytest_codspeed-5.0.3-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
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Release files / pytest_codspeed-5.0.3-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
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| Size | 932.5 kB |
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Release files / pytest_codspeed-5.0.3-cp315-cp315-macosx_11_0_arm64.whl
| Download URL | pytest_codspeed-5.0.3-cp315-cp315-macosx_11_0_arm64.whl |
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Release files / pytest_codspeed-5.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pytest_codspeed-5.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 935.5 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
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Release files / pytest_codspeed-5.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
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| Size | 933.2 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
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Release files / pytest_codspeed-5.0.3-cp314-cp314t-macosx_11_0_arm64.whl
| Download URL | pytest_codspeed-5.0.3-cp314-cp314t-macosx_11_0_arm64.whl |
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| Size | 366.3 kB |
| Tags | CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 |
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Release files / pytest_codspeed-5.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
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|---|---|
| Size | 935.0 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
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Release files / pytest_codspeed-5.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | pytest_codspeed-5.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 932.4 kB |
| Tags | CPython 3.14 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
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Release files / pytest_codspeed-5.0.3-cp314-cp314-macosx_11_0_arm64.whl
| Download URL | pytest_codspeed-5.0.3-cp314-cp314-macosx_11_0_arm64.whl |
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| Size | 366.3 kB |
| Tags | CPython 3.14 macOS 11.0+ ARM64 |
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Release files / pytest_codspeed-5.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pytest_codspeed-5.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 934.9 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
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Release files / pytest_codspeed-5.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | pytest_codspeed-5.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 932.4 kB |
| Tags | CPython 3.13 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
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Release files / pytest_codspeed-5.0.3-cp313-cp313-macosx_11_0_arm64.whl
| Download URL | pytest_codspeed-5.0.3-cp313-cp313-macosx_11_0_arm64.whl |
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| Size | 366.3 kB |
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Release files / pytest_codspeed-5.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pytest_codspeed-5.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 934.9 kB |
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Release files / pytest_codspeed-5.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | pytest_codspeed-5.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 932.3 kB |
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Release files / pytest_codspeed-5.0.3-cp312-cp312-macosx_11_0_arm64.whl
| Download URL | pytest_codspeed-5.0.3-cp312-cp312-macosx_11_0_arm64.whl |
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| Size | 366.3 kB |
| Tags | CPython 3.12 macOS 11.0+ ARM64 |
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Release files / pytest_codspeed-5.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pytest_codspeed-5.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 934.9 kB |
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Release files / pytest_codspeed-5.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | pytest_codspeed-5.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 932.5 kB |
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uv/0.11.14 {"installer":{"name":"uv","version":"0.11.14","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pytest_codspeed-5.0.3-cp311-cp311-macosx_11_0_arm64.whl
| Download URL | pytest_codspeed-5.0.3-cp311-cp311-macosx_11_0_arm64.whl |
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| Size | 366.3 kB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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uv/0.11.14 {"installer":{"name":"uv","version":"0.11.14","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pytest_codspeed-5.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pytest_codspeed-5.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 934.6 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
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uv/0.11.14 {"installer":{"name":"uv","version":"0.11.14","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pytest_codspeed-5.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | pytest_codspeed-5.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 932.2 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
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Release files / pytest_codspeed-5.0.3-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | pytest_codspeed-5.0.3-cp310-cp310-macosx_11_0_arm64.whl |
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| Size | 366.2 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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uv/0.11.14 {"installer":{"name":"uv","version":"0.11.14","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Release files / pytest_codspeed-5.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
| Download URL | pytest_codspeed-5.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl |
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| Size | 934.4 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64 |
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Release files / pytest_codspeed-5.0.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
| Download URL | pytest_codspeed-5.0.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl |
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| Size | 932.1 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64 |
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Release files / pytest_codspeed-5.0.3-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | pytest_codspeed-5.0.3-cp39-cp39-macosx_11_0_arm64.whl |
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| Size | 366.2 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
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