BenchPulse
BenchPulse is a dependency-free hardware benchmarking library for Python. Add @benchpulse to any function, method, or async callable to capture execution time, CPU utilization, memory usage, and thread activity while your code runs.
The performance-sensitive monitoring engine is implemented in C17 and exposed to Python through a thin native extension. Python is used only for the public API, validation, formatting, and export helpers.
Quick start
from benchpulse import benchpulse
@benchpulse
def train():
return sum(range(100_000))
report = train()
print(report.return_value)
print(report.cpu_statistics.process_utilization_percent.mean)
@benchpulse is the primary decorator. @benchmark is provided as an alias.
Features
- Native C runtime with OS-level collectors
- CPU, memory, and thread metrics out of the box
- Optional GPU collector hook (vendor libraries are optional)
- Decorator, context manager, and class decorator APIs
- Async function support
- JSON, CSV, Markdown, and HTML export
- Zero runtime Python dependencies
- Windows, Linux, and macOS support
Installation
pip install benchpulse
Prebuilt wheels are published for Windows (x64), Linux (x86_64 and aarch64), and macOS (Intel and Apple Silicon) on CPython 3.11+. No compiler or extra setup is required.
Development install
pip install -e ".[dev]"
Building from source requires:
- Python 3.11+
- A C17 compiler (MSVC 2019 16.8+ on Windows, GCC 8+/Clang 7+ on Linux and macOS)
CMake is optional and only used for standalone native-library builds.
API overview
from benchpulse import benchpulse, Benchmark, BenchmarkConfiguration, OutputMode
@benchpulse(sampling_interval_ms=50, output_mode=OutputMode.SILENT)
def work():
...
with Benchmark() as session:
result = compute()
report = session.report
Decorated functions return a BenchmarkReport. The original return value is available as report.return_value.
Project layout
benchpulse/ Python package
native/ C runtime and collectors
include/benchpulse/ Public C headers
tests/ Python tests
CMakeLists.txt Native build definition
License
See LICENSE.
1 maintainer
Release files for benchpulse 1.0.0
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Source distribution (sdist)
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|---|---|---|---|
| benchpulse-1.0.0.tar.gz | 34.2 kB | Details |
Built distributions (wheels)
Total release size: 1.5 MB
Release files / benchpulse-1.0.0.tar.gz
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