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
  • Built in form data handling
  • 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

  • Setup a virtual environment:
python3 -m venv .venv
source .venv/bin/activate
  • Install required packages
pip install pre-commit poetry maturin
  • Install development dependencies
poetry install --with dev --with test
  • Install pre-commit git hooks
pre-commit install
  • Build & install Robyn Rust package
maturin develop
  • Build & install Robyn Rust package (experimental)
maturin develop --cargo-extra-args="--features=io-uring"
  • Run!
poetry run test_server
  • Run tests
pytest integration_tests
  • Test (refer to integration_tests/base_routes.py for more endpoints)
curl http://localhost:8080/sync/str
  • tip: One liners for testing changes!
maturin develop && poetry run test_server
maturin develop && pytest integration_tests
  • Potential errors
    • install patchelf with pip install patchelf if you face patchelf not found issue during maturin develop (esp. on Arch Linux)

✨ 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-0.56.3.tar.gz (4.3 MB view details)

Uploaded Source

Built Distributions

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

robyn-0.56.3-cp312-none-win_amd64.whl (2.2 MB view details)

Uploaded CPython 3.12Windows x86-64

robyn-0.56.3-cp312-none-win32.whl (2.1 MB view details)

Uploaded CPython 3.12Windows x86

robyn-0.56.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.3 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

robyn-0.56.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl (2.4 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ i686

robyn-0.56.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.3 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARMv7l

robyn-0.56.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64

robyn-0.56.3-cp312-cp312-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.2 MB view details)

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

robyn-0.56.3-cp312-cp312-macosx_10_7_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.12macOS 10.7+ x86-64

robyn-0.56.3-cp311-none-win_amd64.whl (2.2 MB view details)

Uploaded CPython 3.11Windows x86-64

robyn-0.56.3-cp311-none-win32.whl (2.1 MB view details)

Uploaded CPython 3.11Windows x86

robyn-0.56.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.3 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

robyn-0.56.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (2.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ i686

robyn-0.56.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.3 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARMv7l

robyn-0.56.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64

robyn-0.56.3-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.2 MB view details)

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

robyn-0.56.3-cp311-cp311-macosx_10_7_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.11macOS 10.7+ x86-64

robyn-0.56.3-cp310-none-win_amd64.whl (2.2 MB view details)

Uploaded CPython 3.10Windows x86-64

robyn-0.56.3-cp310-none-win32.whl (2.1 MB view details)

Uploaded CPython 3.10Windows x86

robyn-0.56.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.3 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

robyn-0.56.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl (2.4 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ i686

robyn-0.56.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.3 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARMv7l

robyn-0.56.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64

robyn-0.56.3-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.2 MB view details)

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

robyn-0.56.3-cp310-cp310-macosx_10_7_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.10macOS 10.7+ x86-64

robyn-0.56.3-cp39-none-win_amd64.whl (2.2 MB view details)

Uploaded CPython 3.9Windows x86-64

robyn-0.56.3-cp39-none-win32.whl (2.1 MB view details)

Uploaded CPython 3.9Windows x86

robyn-0.56.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.3 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

robyn-0.56.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl (2.4 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ i686

robyn-0.56.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.3 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARMv7l

robyn-0.56.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

robyn-0.56.3-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.2 MB view details)

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

robyn-0.56.3-cp39-cp39-macosx_10_7_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.9macOS 10.7+ x86-64

robyn-0.56.3-cp38-none-win_amd64.whl (2.2 MB view details)

Uploaded CPython 3.8Windows x86-64

robyn-0.56.3-cp38-none-win32.whl (2.1 MB view details)

Uploaded CPython 3.8Windows x86

robyn-0.56.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.3 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

robyn-0.56.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl (2.4 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ i686

robyn-0.56.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (2.3 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARMv7l

robyn-0.56.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (2.2 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARM64

robyn-0.56.3-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (4.2 MB view details)

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

robyn-0.56.3-cp38-cp38-macosx_10_7_x86_64.whl (2.2 MB view details)

Uploaded CPython 3.8macOS 10.7+ x86-64

File details

Details for the file robyn-0.56.3.tar.gz.

File metadata

  • Download URL: robyn-0.56.3.tar.gz
  • Upload date:
  • Size: 4.3 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3.tar.gz
Algorithm Hash digest
SHA256 59ebe284cf5bbd906e03a2ee21ce841fe8d2fbf113571231ee1ffb9c39891655
MD5 6767d50b44e5024ef0f97dffb722d4be
BLAKE2b-256 500e8441797cfc212826731df88b043e154d3c69b7b3156db375ef46f7ba8e58

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp312-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.56.3-cp312-none-win_amd64.whl
  • Upload date:
  • Size: 2.2 MB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp312-none-win_amd64.whl
Algorithm Hash digest
SHA256 0c36d023ea94ba2358039afa3aa98d8e4091d1077fefd428c01496adeafeacd9
MD5 968a27b75440c302e416459b7e197e35
BLAKE2b-256 9403487aa82c5361b5373044c7f947ddcaf993a22cffd8017cfd1e36ffcc45f4

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp312-none-win32.whl.

File metadata

  • Download URL: robyn-0.56.3-cp312-none-win32.whl
  • Upload date:
  • Size: 2.1 MB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp312-none-win32.whl
Algorithm Hash digest
SHA256 2883f23f507fb48d879c3673150cc8dd1aa606ac81837c67723ca87d9b046181
MD5 9cb2364593c394c25603f2bca0d91fa7
BLAKE2b-256 5ed928672d0d0b8568305a1994c02226ecdbb166789e00d4f89bceec0eb20f4d

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 f21ba3a28d30eb920202c7a1816984b437f07d02c9daa45c9f34c539a6f821ad
MD5 bda6acf7b4f383d76b0af2a264bad86d
BLAKE2b-256 df051fa600576b60282b09d035b3b4c0959b248e879ab02a5f66141f94f22c19

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 d11c00c68482d1c3235988914b7e5491ee8a597bb705bf37d67a229f9cadecf6
MD5 c59c56d51cd09333c13ab8bee0af0470
BLAKE2b-256 d6a649874bb24a8a4da3333e72e46ae9700dbeb34e9f863db44bd56632b75647

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 909d8892efb85a38335f2ebe5503d6a61308e0758ae92a292d6b21413d1a946b
MD5 97db59f80688ffd92847fc93dcdfa888
BLAKE2b-256 c21872e22e32bdc6397e169064434b47d10e320dbdd5892009fec4cbd005860e

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 eaa63c5f98cae6198042244a0eb7c316f71585ae2911c0a47d6ea750a293ae8f
MD5 9a3b2f3bf8446e015f85c3dac9ec1c07
BLAKE2b-256 67914e490f7e57b84f3e150bfcdd8df54bded3e86a92424e63c0f23b866dd1a5

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp312-cp312-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp312-cp312-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 a19e7e0603611bfd79e75daf23cb04fbc90252b0f6e844232ad09e66fbef577a
MD5 23e7722974d10a8c6aac16a747de8721
BLAKE2b-256 3f1a673eae0b61f0bb64af2e68b2a5c21ee27fb91abec318dabfda2f4d4767b9

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp312-cp312-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp312-cp312-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 ddd79448d42f0928f239324b019a87e731d0ca8ea40e1c5c01fa0c1d11eae0fa
MD5 a2251affd28de5df514b783c131dc70d
BLAKE2b-256 5b910faea36a6c537eea3e93861409ea39f9e742ad07cfc7579f3e367b87d7a7

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp311-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.56.3-cp311-none-win_amd64.whl
  • Upload date:
  • Size: 2.2 MB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp311-none-win_amd64.whl
Algorithm Hash digest
SHA256 973664d7889d0cb90fd9022207b1ede1954515b5117b2fc158a6a3f7762f1620
MD5 e1e5f4c0f0bbadbf39d2c5843970e7a5
BLAKE2b-256 d2f2e0d3b5997a5c17eab0f2f73b014c0643ac1bffb02b18002da70ba5ae82c4

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp311-none-win32.whl.

File metadata

  • Download URL: robyn-0.56.3-cp311-none-win32.whl
  • Upload date:
  • Size: 2.1 MB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp311-none-win32.whl
Algorithm Hash digest
SHA256 dca4c2d781f9528df44552c262d2e26590d127fd93eb6c2db5b60ec70e6472f1
MD5 6fe8496bc125e67ee35e2bc8335eae51
BLAKE2b-256 85ab41eecf47daebc569534bda6683a026a7d81e198c2bcc1710506d9678d782

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 d37527381244ecf8130bf831f3ce347126f00623f90e75353dead6c0dd01d1be
MD5 cda48047638e9d01bc75a375241f2c46
BLAKE2b-256 9d0cabeab15d3252fc7080842869e77f9b1e217364bcea4707ef2c4684805452

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 7bfba2a5a7adc106fc06aa48d66cbe78c4c1c23da24b4ae765b11eab7bd0157c
MD5 9169f8086e0282ebec4fdc54e79b9d89
BLAKE2b-256 0cf466d619f083b5e6b0c2e54817dc8afc1fc316f845a76692518e0861b8da41

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 245adb81e161c9667b7c0bfc3e6a292e62b10f13414d7810ddd5d0d67c74a3e5
MD5 c5d3be8639edeb3327ff29edbe731cc0
BLAKE2b-256 770733a20e854bdf64f4f431d59c7a5aceba978c01a692bb109db0d19d878b67

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 1fae77e8ad8067b7ec1e0202bd15816400c0f6adead26c7bf8dbfeb090d66b2e
MD5 ae34b3b3f85c1267c2e6ece1f882b1e7
BLAKE2b-256 b814d510e7faf68a18ec774d923a44632b6955f650670d40e0269734d238bd44

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 29f4bae87e8749b62d1538fe93d3343d0423962f839bfb12aa6430e20067ea83
MD5 fb341d295fcde14aeb63a5ae0e2f8f37
BLAKE2b-256 b5d6c423dc1c5ddc4f5b26d7c74958920aeacaacf4605cc27924a204aea35cab

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp311-cp311-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp311-cp311-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 fa203e01a4411a349c1e6805d8ddcb82edd944c1ee1d6af57e2077263b4fdce4
MD5 a734ee506676f74bd254ed7310e19ba6
BLAKE2b-256 cd78ee75d0b9269d226cc4e5f3435870cab17e9c1807c6a28f1f852fe3cb8afe

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp310-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.56.3-cp310-none-win_amd64.whl
  • Upload date:
  • Size: 2.2 MB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp310-none-win_amd64.whl
Algorithm Hash digest
SHA256 9b1e5daccbc81b5964030fd183f6bbf80ce9b3c7928ed02f8463ef0da8e62318
MD5 c477b41aedecf86ee3c736bf9aa29a77
BLAKE2b-256 49893734407937dfe71406aee502d21dba2836746ed31cae8c8f3e8ba88a4250

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp310-none-win32.whl.

File metadata

  • Download URL: robyn-0.56.3-cp310-none-win32.whl
  • Upload date:
  • Size: 2.1 MB
  • Tags: CPython 3.10, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp310-none-win32.whl
Algorithm Hash digest
SHA256 fd602cadb9539b14bfe778d49a0dc2420f2c156ae60d3e5b878410c01b876bcf
MD5 cef918907c5b3c06eaab33bfafaf6e8a
BLAKE2b-256 4b0359f6bfaa44755400c8f711bee52e87d08857040901a3e5126180967ffa9b

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 66462a4f184b00af91bea2667d11ea9e946f560d3249f4b0fc951ee618daa2b7
MD5 bcbf82c04b39bb79585a9c7193f315d0
BLAKE2b-256 19d59791c289126dc85fc06678942d1c8e59929a175c3fc827041838a09ba78c

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 4dd546c485f87bf38b758ee0d82dfe8ba935e5637e947559957d2afd4a8b7bb2
MD5 fff73ef4ebc9b32f834725e45191a670
BLAKE2b-256 e12b037803fdd773226062feedd82f643e6fbec4453a902d28cb745286828e87

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 71720cc75b601ae42886683df63d0b4ce5cd622bf22f8fbaa567fca3efd4fdc3
MD5 2a7ff466929b97eb02f7833efb9e8f27
BLAKE2b-256 74319f9ce075dcc4b3c3311b561c6dadd81419a8d73866acd5dbf608b1fa31a1

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 1d95c30cfd088d3b95422988df5fac7b319b1f050341e037001ae1a02559c588
MD5 3696fa0be516d74a5b2119b1fecff660
BLAKE2b-256 3d19535c657671cc391736efe90c0c0769541c39ddcdb2dba21518c0f1c4e2f7

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 0a7fa87f1c80e31c8dca0ff9c97217a0afacd9d17f2c277664f9b709f5d8dab7
MD5 28a9c91e6b0081e8bcbaeec211d468da
BLAKE2b-256 7a30316e22ee9ce2b400fb1bf09c8911d30201fd75bc28b4ef007f6b14c819d9

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp310-cp310-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp310-cp310-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 fe7da94f1a68e9142133d7ab12b57dc53079cffb9be51a304af37d0bb632d529
MD5 9dde0c5abe3c2ca97d78c17591bb9671
BLAKE2b-256 a075c7baab1cae5a1e9d4f796f0a8d6c4ee7eda712ac7010d3173471a273e97a

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp39-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.56.3-cp39-none-win_amd64.whl
  • Upload date:
  • Size: 2.2 MB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp39-none-win_amd64.whl
Algorithm Hash digest
SHA256 a45bdb3c776e61f1db4adfaabc4e7d381a65d8d6cbb59f342e2df1c437a8c9b8
MD5 aa5bea2f106d967ecdb70d0def522c79
BLAKE2b-256 c18e0dad35c4ab98b3440d7f3b14b018231284a40f087e4b3adcfcf6086e84fa

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp39-none-win32.whl.

File metadata

  • Download URL: robyn-0.56.3-cp39-none-win32.whl
  • Upload date:
  • Size: 2.1 MB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp39-none-win32.whl
Algorithm Hash digest
SHA256 6d173507bee4213679d5406b6e95ced6eabe165839ebb094c67660b7c4dac539
MD5 e6bc346318eb3cc7feadfd256aa9ae75
BLAKE2b-256 fe6b8cf31b4d1f83897b0a928fefd9d60d3b9afa39fa0b53661d4c20c4b05cf0

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 78465d1f349d80898eff8abb15a29d2733df56f17746dc0eedf9630e2b05e07e
MD5 c1f72383e8dfde0ec1e5fc8caee287a5
BLAKE2b-256 3e75708eb022a88d3ac353dd6b0cc25e6d146630f41e38a1e11a304aebf9e7d4

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 e1d06751682f889265414ed563f217fddf0a036fe8612f0bb0a4b8f7f667ae1a
MD5 161b809688a3adf1f4ea5269dc06baa9
BLAKE2b-256 21412ddfab5e4c422028196c594fbe0cb7630191f0f3726ea00b300c1c84feb2

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 897ecdb0ad31eaa51e7e19fea75d213d6feb4ca31d723f9042df4cd7d8af29a0
MD5 6a833571079715dabbdc246d8f55949f
BLAKE2b-256 f394854656606a8621d679530fe1d54ada4a4d816d25b397ee17441b804ad544

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 91d73488b5b621703c2ccbd6f07139111fb22e0c6a00675d48b3424bed87bb8e
MD5 b31b37bb8b689efdbbde9328510dea4c
BLAKE2b-256 385511c8e5a332e4ccb1f1f653eb4f7d0bd28e40486f271db3d28f672fe78f2b

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 8ab86d172b5c752e19d747c4c9b35322aa6337be6499d0a0058008a2e6b654b5
MD5 028cf8c74e70840b45f18258bb2cbd18
BLAKE2b-256 49b38f5a916fa81f7f2936949c7aca23dd749daa82977775a49393008161b10f

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp39-cp39-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp39-cp39-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 7ff3d25d3b8dce9eca0b58bae2492d38d4aa20274b46d3298679a7e5ae9d8509
MD5 81dcdc93875b9ab06582d2da68a7638e
BLAKE2b-256 13227f7d3c6671ec08c27d43dcd1a85093da9052e6dc013a673b9039eee3a519

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp38-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.56.3-cp38-none-win_amd64.whl
  • Upload date:
  • Size: 2.2 MB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp38-none-win_amd64.whl
Algorithm Hash digest
SHA256 ec605237b006589801a0c567e3eb013e847edc5ba56e746894a7e793e9c16dbc
MD5 ead429d3a7d321cd25d5ba157bb0ac76
BLAKE2b-256 b72c582df3fad499a0aa9de93aa69f0720190172f2c44351986df85b9d12d006

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp38-none-win32.whl.

File metadata

  • Download URL: robyn-0.56.3-cp38-none-win32.whl
  • Upload date:
  • Size: 2.1 MB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/5.1.1 CPython/3.12.4

File hashes

Hashes for robyn-0.56.3-cp38-none-win32.whl
Algorithm Hash digest
SHA256 23918f4c8c36840a85427c9215fe17f7b4274f9bc33f7e30a469ce28a0777da7
MD5 c772d202244b14372d8a974586a5e029
BLAKE2b-256 139406c0e419c1fef43ee2546260f3bb2e9df378c2476c8b0244531b3e6d213a

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 9b81a4e91d9f58bff6e69bc6209a6071455afeede13d267e28a9008fb974f2aa
MD5 aabf8a9ce3a35b934617c80d8e4203a4
BLAKE2b-256 98defa695c9666c5db966f7fe6c74d080f99b2491e8fa98f57d610d64bf6a1f6

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 7198b7670ed70f2bccb037f3d89339bb959ef58b086871c7026e441353bb4d9d
MD5 2318e3edd06d000d5d331baca48aef6f
BLAKE2b-256 5d6130142026d16324e328694568abe636766eaf589d8c72f33f80b06a7667bc

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 8859da53d5206c78670cdf33301b1f5988f24b4cdc421ef478e346db3c4aab3e
MD5 10382cfc38633193309e203c0229a9f2
BLAKE2b-256 84f148a44a655fa6dc7a00cfc6d2fe235ffa00ee7beec5ee76528a488e2f947c

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 c4aa9f0eaf822ce59f4bc41f7b6429010112975c2e69c91def2d425c6916b9b9
MD5 08fed0d4b196953408ba2336d5685484
BLAKE2b-256 628bd59e27adc67573d6fb8a708801560a38dc376de47f583e77e0f53620af3b

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 daad40b8766ec3d384274a3e439c0822c84224026f9f14c2851f210536dd2fba
MD5 3d7169c809e579bc8160981c0f52d7d6
BLAKE2b-256 389389fa6a8fc67edd1cb59c6193ae00bfafd97fe0c335bb56196876d52f88c0

See more details on using hashes here.

File details

Details for the file robyn-0.56.3-cp38-cp38-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.56.3-cp38-cp38-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 d3fdc755bb39a8321ff6fb30528cbe1cb5a61d385cf0fc8463ce4baf5a329449
MD5 b2317f5e1f3c3cc5b6c39f066c61c877
BLAKE2b-256 b46bdafa8be9ee381961540ba4983f35e7f4ec22a9387d26a84582f32b4410f6

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