Skip to main content

A High-Performance, Community-Driven, and Innovator Friendly Web Framework with a Rust runtime.

Project description

Robyn Logo

Robyn

Twitter Downloads GitHub tag License Python

view - Documentation Discord

Robyn is a High-Performance, Community-Driven, and Innovator Friendly Web Framework with a Rust runtime. You can learn more by checking our community resources!

image

Source: TechEmpower Round 22

📦 Installation

You can simply use Pip for installation.

pip install robyn

Or, with conda-forge

conda install -c conda-forge robyn

🤔 Usage

🚀 Define your API

To define your API, you can add the following code in an app.py file.

from robyn import Robyn

app = Robyn(__file__)

@app.get("/")
async def h(request):
    return "Hello, world!"

app.start(port=8080)

🏃 Run your code

Simply run the app.py file you created. You will then have access to a server on the localhost:8080, that you can request from an other program. Robyn provides several options to customize your web server.

$ python3 app.py

To see the usage

usage: app.py [-h] [--processes PROCESSES] [--workers WORKERS] [--dev] [--log-level LOG_LEVEL]

Robyn, a fast async web framework with a rust runtime.

options:
  -h, --help                show this help message and exit
  --processes PROCESSES     Choose the number of processes. [Default: 1]
  --workers WORKERS         Choose the number of workers. [Default: 1]
  --dev                     Development mode. It restarts the server based on file changes.
  --log-level LOG_LEVEL     Set the log level name
  --create                  Create a new project template.
  --docs                    Open the Robyn documentation.
  --open-browser            Open the browser on successful start.

Log level can be DEBUG, INFO, WARNING, or ERROR.

When running the app using --open-browser a new browser window will open at the app location, e.g:

$ python3 app.py --open-browser

💻 Add more routes

You can add more routes to your API. Check out the routes in this file as examples.

🐍 Python Version Support

Robyn is compatible with the following Python versions:

Python >= 3.8

It is recommended to use the latest version of Python for the best performances.

Please make sure you have the correct version of Python installed before starting to use this project. You can check your Python version by running the following command in your terminal:

python --version

💡 Features

  • Under active development!
  • Written in Rust, btw xD
  • A multithreaded Runtime
  • Extensible
  • A simple API
  • Sync and Async Function Support
  • Dynamic URL Routing
  • Multi Core Scaling
  • WebSockets!
  • Middlewares
  • Dependency Injection
  • Hot Reloading
  • Direct Rust Integration
  • Community First and truly FOSS!

🗒️ How to contribute

🏁 Get started

Please read the code of conduct and go through CONTRIBUTING.md before contributing to Robyn. Feel free to open an issue for any clarifications or suggestions.

If you're feeling curious. You can take a look at a more detailed architecture here.

If you still need help to get started, feel free to reach out on our community discord.

⚙️ To Develop Locally

  1. Install the development dependencies: poetry install --with dev --with test

  2. Install the pre-commit git hooks: pre-commit install

  3. Run maturin develop or maturin develop --cargo-extra-args="--features=io-uring" for using the experimental version of actix-web. This command will build the Robyn Rust package and install it in your virtual environment.

  4. Run poetry run test_server. This will run a server containing several examples of routes we use for testing purposes. You can see them at integration_tests/base_routes.py. You can modify or add some to your likings.

You can then request the server you ran from an other terminal. Here is a GET request done using curl for example:

curl http://localhost:8080/sync/str

✨ Special thanks

✨ Contributors/Supporters

Thanks to all the contributors of the project. Robyn will not be what it is without all your support :heart:.

Special thanks to the PyO3 community and Andrew from PyO3-asyncio for their amazing libraries and their support for my queries. 💖

✨ Sponsors

These sponsors help us make the magic happen!

DigitalOcean Referral Badge Appwrite Logo

Star History

Star History Chart

Project details


Release history Release notifications | RSS feed

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

robyn-0.52.3.tar.gz (4.2 MB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

robyn-0.52.3-cp312-none-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.12Windows x86-64

robyn-0.52.3-cp312-none-win32.whl (2.3 MB view details)

Uploaded CPython 3.12Windows x86

robyn-0.52.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

robyn-0.52.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.5 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARMv7l

robyn-0.52.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.4 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

robyn-0.52.3-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl (2.7 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.12+ i686

robyn-0.52.3-cp312-cp312-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.6 MB view details)

Uploaded CPython 3.12macOS 10.9+ universal2 (ARM64, x86-64)macOS 10.9+ x86-64macOS 11.0+ ARM64

robyn-0.52.3-cp312-cp312-macosx_10_7_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.12macOS 10.7+ x86-64

robyn-0.52.3-cp311-none-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.11Windows x86-64

robyn-0.52.3-cp311-none-win32.whl (2.3 MB view details)

Uploaded CPython 3.11Windows x86

robyn-0.52.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

robyn-0.52.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.5 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARMv7l

robyn-0.52.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

robyn-0.52.3-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl (2.7 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.12+ i686

robyn-0.52.3-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.6 MB view details)

Uploaded CPython 3.11macOS 10.9+ universal2 (ARM64, x86-64)macOS 10.9+ x86-64macOS 11.0+ ARM64

robyn-0.52.3-cp311-cp311-macosx_10_7_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.11macOS 10.7+ x86-64

robyn-0.52.3-cp310-none-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.10Windows x86-64

robyn-0.52.3-cp310-none-win32.whl (2.3 MB view details)

Uploaded CPython 3.10Windows x86

robyn-0.52.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

robyn-0.52.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.5 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARMv7l

robyn-0.52.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.4 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

robyn-0.52.3-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl (2.7 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.12+ i686

robyn-0.52.3-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.6 MB view details)

Uploaded CPython 3.10macOS 10.9+ universal2 (ARM64, x86-64)macOS 10.9+ x86-64macOS 11.0+ ARM64

robyn-0.52.3-cp310-cp310-macosx_10_7_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.10macOS 10.7+ x86-64

robyn-0.52.3-cp39-none-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.9Windows x86-64

robyn-0.52.3-cp39-none-win32.whl (2.3 MB view details)

Uploaded CPython 3.9Windows x86

robyn-0.52.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

robyn-0.52.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.5 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARMv7l

robyn-0.52.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.4 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

robyn-0.52.3-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl (2.7 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.12+ i686

robyn-0.52.3-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.6 MB view details)

Uploaded CPython 3.9macOS 10.9+ universal2 (ARM64, x86-64)macOS 10.9+ x86-64macOS 11.0+ ARM64

robyn-0.52.3-cp39-cp39-macosx_10_7_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.9macOS 10.7+ x86-64

robyn-0.52.3-cp38-none-win_amd64.whl (2.4 MB view details)

Uploaded CPython 3.8Windows x86-64

robyn-0.52.3-cp38-none-win32.whl (2.3 MB view details)

Uploaded CPython 3.8Windows x86

robyn-0.52.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.6 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

robyn-0.52.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.5 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARMv7l

robyn-0.52.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.4 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARM64

robyn-0.52.3-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl (2.7 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.12+ i686

robyn-0.52.3-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.6 MB view details)

Uploaded CPython 3.8macOS 10.9+ universal2 (ARM64, x86-64)macOS 10.9+ x86-64macOS 11.0+ ARM64

robyn-0.52.3-cp38-cp38-macosx_10_7_x86_64.whl (2.4 MB view details)

Uploaded CPython 3.8macOS 10.7+ x86-64

File details

Details for the file robyn-0.52.3.tar.gz.

File metadata

  • Download URL: robyn-0.52.3.tar.gz
  • Upload date:
  • Size: 4.2 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3.tar.gz
Algorithm Hash digest
SHA256 f1f7b14be6fbc4cf7e696b83b88cadc5b80ada52525f0d78d5a6d01efe1866a2
MD5 1263cf4049b94163486445def52119dc
BLAKE2b-256 7baf272b9cc23961a721eb536d2df80a38548a8137398bdba480974aa677ae41

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp312-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.52.3-cp312-none-win_amd64.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp312-none-win_amd64.whl
Algorithm Hash digest
SHA256 1968ca2019c2aae166488280689919dd1ef8e7c8013133613b8c744b03d5fc93
MD5 468ea3ddbaaa053b154a0f4eaac0d9b1
BLAKE2b-256 3f67c46943d247155e9c5ea53702948460b5a2ba9d82c42b0aa85e5f6be35d4f

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp312-none-win32.whl.

File metadata

  • Download URL: robyn-0.52.3-cp312-none-win32.whl
  • Upload date:
  • Size: 2.3 MB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp312-none-win32.whl
Algorithm Hash digest
SHA256 a5bbbee11ffcb102094d0a36d68250924547715b1e0d944956430c77bde26562
MD5 93a81327cef704840433ba465872a2ef
BLAKE2b-256 d406dc325b3e62f90eaa76552a5e35b0f1e9fefc01b887bdf16700fbfbcaab4c

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 4e47069391742f002bbfe4f35c85023d3b2e8163f4d6f74b27aa720d33638c35
MD5 bb73c694d407c6bd01ad39f58e9aa79b
BLAKE2b-256 4211f94475a3133845ea267d63ee83d07d3aaad31e8b46809f3683d995e6b076

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 593b9696266d2867f67aaac4a763dcce88aa1b2e88803d2f6a6ab1ed14ff2a31
MD5 353d5ae827ee0f04723a96a943cb2c15
BLAKE2b-256 a7ca9974ba7a93a8563b6ff8dccaf3fd5f7e3fd6d50bc46cb6cc68ab4563a067

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 ddf338202d5e308cec6d74d12496595cdcbf0844ce82899ebf7048386382d88b
MD5 e5becd9ed860a5d8f87e1b58edc62649
BLAKE2b-256 30d27b0fe1788063a1096936d718e9d88a89f42e3b5650117d4d2e26555ee952

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm Hash digest
SHA256 21bba43e4a78ffb9656bf0f9e1445fdde32dc4c6a37771247bf23a9099654488
MD5 2da3924dc289b77b174862b29bdb0771
BLAKE2b-256 1ad1fcc811524dfea780980bed4d2f93485a9de4bbbecf3c7fa28cb34cf53f52

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp312-cp312-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp312-cp312-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 27ac345b8089a53e2afc3ef2a32da6f06a48d662f36156e48c16a8ca856ab85e
MD5 197df292763f945c3d4fc435f832a29e
BLAKE2b-256 107091662cd8fa4c4d605f0b436236ed94c739d79085a1618818ffd3582c5817

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp312-cp312-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp312-cp312-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 3b18dc7e39c9a22cd3b1d93da03ab91030c875121b326da609490d007cbba1d6
MD5 a4942cf2d9de7599fcd83f3cae893e40
BLAKE2b-256 e139bc6a13c993be2ce6ce8f75b11a9a408bc18de9666f4007d7bf1e9c5965f2

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp311-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.52.3-cp311-none-win_amd64.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp311-none-win_amd64.whl
Algorithm Hash digest
SHA256 19bddefa57c49c09333725747f863fce7505f8dbc4eb2ab71b9543179b72e68b
MD5 85e97e026cdba5862bed4e4d7ab35740
BLAKE2b-256 61d068986d3c1eb3d88a91310ba53c199c305a627e3568ec60a8a6bd4a272651

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp311-none-win32.whl.

File metadata

  • Download URL: robyn-0.52.3-cp311-none-win32.whl
  • Upload date:
  • Size: 2.3 MB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp311-none-win32.whl
Algorithm Hash digest
SHA256 18cdf4fb9173966a24f29d33ecce60d847d5973ee6bba096492d389ec499217a
MD5 b55675338cd09f93e1703aee66b44c32
BLAKE2b-256 0f355bb709f081d81886aa6d830f48cd13d1d10fc1f87c8634007ba97000201f

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 7f4299c90fb554ec544268a651aed2b9b163c6ffe0c5ccbc736f7088b5a32293
MD5 7f1066076d75fe2f40b45bf3c142cf8f
BLAKE2b-256 b905f7122b670fe379c8adeed5751cd7b2ba1bba7ad422dd03e44edce5bfb26f

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 a6fd9638fa4c6e60e10a0dd900f5f835c8ff1e230eeb45100701a906193b25c0
MD5 f65c9c5bc0b40a9947120f0fbe0590c4
BLAKE2b-256 06e8278687951faaaa04813f3553ca00cea1b0ef70e30f8cdfd75ae8c51d5ed9

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 c2f60c31728297aaca005a284a6fcdd860643c27b8a377fb25f9a6580e461910
MD5 476c34bcb87cbd324df1aa85b7aca95f
BLAKE2b-256 7681dec8daefc878f4e3fdf8367ec2467eb839a2740171d5cff82106908826ef

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm Hash digest
SHA256 28441f2ea290170d1c8b906396b53f24cee6f8c5d3dd125c71fb52e0d9cc94b8
MD5 4e4988b23a94aa15d1d312b8f45074cf
BLAKE2b-256 951d6e99cf6cba7844012ce78eac274788ebad705bd1d3801d04576e588bf3da

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 aed316028ca71e878eb05ced87590acddda0efcfa288657b6ed5e8f3ab0c5972
MD5 ff327c82a1c97eb37e038054001ff01e
BLAKE2b-256 05483111bb0e354e826b5eb6d1b62f73a182db3cd07bb65620542682906c8255

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp311-cp311-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp311-cp311-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 90e0bba5d8d3757fe07c547735d444309fff9025dea1ae6160f25ea04eb14c54
MD5 1e98edb01530cd43ed561671ee845365
BLAKE2b-256 66d407252250a0cbe8748b4ded489846f16eb34a4f95eb456a6e53eea1500daa

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp310-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.52.3-cp310-none-win_amd64.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp310-none-win_amd64.whl
Algorithm Hash digest
SHA256 d26e3ed57bb19324fe1e26f21cd5a3792c9c2d84aa7c89e95ce4be52746deba2
MD5 486d772de666b995904742efe3981485
BLAKE2b-256 cfd286faa3650c5ce25dffc132e3b282a0e10ad591e63a80fda678d5eaa38020

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp310-none-win32.whl.

File metadata

  • Download URL: robyn-0.52.3-cp310-none-win32.whl
  • Upload date:
  • Size: 2.3 MB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp310-none-win32.whl
Algorithm Hash digest
SHA256 4e773a3d201f2b5f6c2eac70eb9e8bce4fcf8039bfc1da62b90b61e121e82566
MD5 5793e6d6a6bea882243d320b5bc34d53
BLAKE2b-256 1949655c608493363c4e868fa83fa5ef42240953b2cab5dc406c55f843ef6152

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 83aad9cd3828b7fdc7a47b5bb2696ac2ba4fa22639dcd023646ce864b483ef67
MD5 aad92efd726bc126a1463e3fa2e87fca
BLAKE2b-256 c369085f07790b58b409292f8b558197bc796449374ea85f5610c72703ef5fc7

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 693d3716f48506a91d756506936aef88a1d70c3ea1826d63bc9c0c18b4800557
MD5 018f0dcff492014767ed106a53b238ba
BLAKE2b-256 d308c2d6eaefe4b5a9df43d8798731e01dffbd824bd1329dff63e2fed1ca723b

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 9676276226f9a12d6a495a165f2c235a91105c7adc24d02e6aebca76cc034470
MD5 1e9f94024ce6d3f78a8976503a57d1b3
BLAKE2b-256 470f3195b78ad02605fea242cb5a5e386db38a5fcdaf6e5608df441dc72d3f3b

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm Hash digest
SHA256 6ef0488685bf3638b0f732b581bc4fa46a5df55584169b37bede01ebc9a45114
MD5 6810cbf5216a6091cda3cb080d716317
BLAKE2b-256 aa2a7c839bdf9ab783b1bf71eb478dae374fd2fc7bf3d8c7a663792de17583d6

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 f48c7755e59575ff8f2ad73c5ba0231965ab366f32464d86b29121eba428b45a
MD5 80d5aa3a9c92728bd4434ca5856681a0
BLAKE2b-256 2a873dba69a0733a81a9661ad504acd733a68a0f3e000e8863edeba5f2f80087

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp310-cp310-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp310-cp310-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 71aa1ba889a45c15a03e6417030d717a80c118b8f4b0af245f40de810d66adac
MD5 812201b3420452b2d6803d5d7a3e1e73
BLAKE2b-256 86329747c036470560bbcfba82eebabebdc22cc8b69305a590a58fefb353b192

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp39-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.52.3-cp39-none-win_amd64.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp39-none-win_amd64.whl
Algorithm Hash digest
SHA256 1d6cd2ce75f513aeae4689cec3e8eefa27d99c4d3ab2c9d9de5722109cd7e724
MD5 73a65304bfaaefac7422398d2887abb6
BLAKE2b-256 5980188e0809a7de24f3e5852c1bbaab328f99327041d7d97dbafd634287e389

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp39-none-win32.whl.

File metadata

  • Download URL: robyn-0.52.3-cp39-none-win32.whl
  • Upload date:
  • Size: 2.3 MB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp39-none-win32.whl
Algorithm Hash digest
SHA256 2ba850788d6f87cd9c74b8738c527e4ce641eb541706fa5b09be0154ce3fa6d8
MD5 1872bfac3ec4d2e21be080083ef55f4b
BLAKE2b-256 21230d31e2a6b9537a5e9e9e695b15bbdbd52204821803c574657ebf306b5bfb

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 020acfbc8ddbe440b6bfae5d99cea7f060465115f7c83cd6de690f0d18be0866
MD5 b40af25b802ff6592a14b2b779bdd482
BLAKE2b-256 cf3f9432072c5d02b759d72234e593ebfbdb0ba40a07eeb533b2f28d6b29c372

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 d541cdeadf5650d6598b44ba0ec0623c9caa2de411d3d96332195165fb63a203
MD5 ec9d4de41f1880513f1912a9cc9ec0dd
BLAKE2b-256 7fb2737c30b875b51138a2ae17a26a41f6d955ad27e52a6332c7e2cd4f88f9f0

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 2823d6f7edd163e2bfb61e4e78727b9ba2ff9753b43f766eebb99be7a285a248
MD5 d7f1c50b595062029d5428e14ab45154
BLAKE2b-256 de43bd0d1aa2533edc6063aa2093500df571409b1782b342edb3e02d479fd021

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm Hash digest
SHA256 54b70a4ede239a4fd528e3117b4790a2a8d680c7675347a519b909e296bb4514
MD5 800b5f08947d98c37159031ce53b22b7
BLAKE2b-256 2f7585cfa03953b98239e066de37fee1e384532330c916b73e8d95c24fe47bd7

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 c97908a5594b5d26ee755cee7b9f7d72a39c127cf8d46031e8dfe0a97e717274
MD5 c0b27b06761fa31969711f6066dbd87f
BLAKE2b-256 7db4436448f6ce9c025f55d7c28ba94ac1982cab0e26f9966f2ad3b20d7f1336

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp39-cp39-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp39-cp39-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 8c923cdd783747993debc455c4b57dd14da3a7489fbcb06a208fbcfc4b78284e
MD5 196136faa6e2556bf598040ffc9cbb7e
BLAKE2b-256 3f9f035c38de72700fe43a92f71ad23b13e3469fa6e50e01ada68f73d5cbbae5

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp38-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.52.3-cp38-none-win_amd64.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp38-none-win_amd64.whl
Algorithm Hash digest
SHA256 c590a0a295856ecac0f1c8356d6159156767dd680e6339648bd1bccdd3fae6c2
MD5 0306b8e220c7a67302a9c51477eb8a55
BLAKE2b-256 7578a06d43e665e007e7bbb573edc98b36bf23c6b9e1af90bf2a6ff748c29a80

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp38-none-win32.whl.

File metadata

  • Download URL: robyn-0.52.3-cp38-none-win32.whl
  • Upload date:
  • Size: 2.3 MB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.0.0 CPython/3.12.2

File hashes

Hashes for robyn-0.52.3-cp38-none-win32.whl
Algorithm Hash digest
SHA256 09931b30156d89e4c3cd4fd44facb01a6e638e0de54d9115600da878ef676c24
MD5 975ac18f091dcf2f4a703421eeff7aa1
BLAKE2b-256 dd1711fef4b7077a800a52a7ef82a4cce6b296dfde19b4eb2f0100a83b4dccd3

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 3d377c4aa4cd99c9abe02252736d837dcc2e21f2996e7e1422b56b0343a2e869
MD5 efe9751f5ba2f78f12d792dcb85157a8
BLAKE2b-256 b711f26643c61c1e8afb50ce6742dca59043109b4f096f571d23213886cb21b6

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 49741f38aca59f342083efd5bfd12a3e3794be56e0f17542d4ae2650d6166b25
MD5 9c88c04665f539ba8b362bfe39f993d0
BLAKE2b-256 d04fa1bc503df0d2ae684d71ceffc1355b6208e00af04334d851b2624f4630b1

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 7dd74c763faccc9823aabba57027822bc9c26650a2e9f1bf982aabb4cd7e00a6
MD5 a900c12c83f4afb67a9d5b57efa35f25
BLAKE2b-256 c15c0840fc20778241309737e75a9aa2a419430bdc35c997e5acc1a69b5a1c83

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm Hash digest
SHA256 80ff28211f0ecb0c0706d29f28faa3f0927eb163f9d643ad9d147276cc26ec31
MD5 ec8d14b87e4e319f10562cf331463d56
BLAKE2b-256 ae014c91331fde42427b76a6ca18dc42d9d7adb188ca25429481e301fd64f385

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 3eff253aa8595455db686a226d80d9bdd8606cae2dbc0b43d1d9f41d1ab9c0e8
MD5 7c21d680ca54d1f244e1713d6ed1e73f
BLAKE2b-256 e09083ead4dc627295259f997ede44bc89a9d0f11f056c7999922a91fe83ac34

See more details on using hashes here.

File details

Details for the file robyn-0.52.3-cp38-cp38-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.52.3-cp38-cp38-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 76b0ed595de16a4ddc38953a09b33de4170cc8543b73e3920fbf865845682c50
MD5 4cf0fb69e72859f465caac8601caf20c
BLAKE2b-256 9a1c48acc5d17da10bf42f24bcc4a154f6c6c8e9d93469e319b53bb829d8582d

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page