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Python Benchmark: multi-thread vs multi-process

Project description

python-benchmark-thread-vs-process

A benchmark on speed evaluation between multi-thread and multi-process in Python

Installation

$ pip3 install python_benchmark_thread_vs_process

Install package and run test in one command:

$ sudo pip3 install python_benchmark_thread_vs_process && python_benchmark_thread_vs_process

Usage

Run benchmarking with the following command:

$ python_benchmark_thread_vs_process

Benchmarking Results

Num CPUs CPU Freq (MHz) Multi-Thread Time (s) Multi-Process Time (s) Num Test Operation
1 2500 1.2260 1.2269 10
16 2597 157.0499 11.4933 160

Contributing

Benchmarking

To contribute to our benchmark table, please follow these steps:

  • Step 1: Install package: pip install python-benchmark-thread-vs-process
  • Step 2: Run benchmarking on your machine / server with the command: python_benchmark_thread_vs_process
  • Step 3: If your system information has not been included in the benchmarking results, please create a new issue ticket (with enhancement label) and submit your benchmarking result. Your submission is welcome!
  • Step 4: We'll review and update the benchmarking results.

Code development

  • Step 1. Fork on master branch.
  • Step 2. Install pre-commit on the local dev environment.
pip install pre-commit
pre-commit install

  • Step 3. Write unit-test (if any).
  • Step 4. Write code to pass the tests.
  • Step 5. Make sure that the new code passes all the pre-commmit conditions.
sh pre_commit.sh

  • Step 6. Create pull request.

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