Skip to main content

A web server that is fast!

Project description

Robyn Logo

Robyn

sansyrox Twitter Gitter Downloads Code style: black GitHub tag License

view - Documentation

Robyn is an async Python backend server with a runtime written in Rust, btw.

Check out the talk at PyCon Sweden 2021 about Robyn: An async python web framework with a Rust runtime

📦 Installation

You can simply use Pip for installation.

pip install robyn

🤔 Usage

from robyn import Robyn

app = Robyn(__file__)

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

app.start(port=5000)

💡 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
  • Hot Reloading
  • Community First and truly FOSS!

🗒️ Contributor Guidelines

Feel free to open an issue for any clarification or for any suggestions.

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

⚙️ To Develop Locally

  1. Install the development dependencies: pip install -r dev-requirements.txt

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

  3. Add more routes in the integration_tests/base_routes.py file(if you like).

  4. Run maturin develop or maturin develop --cargo-extra-args="--features=io-uring" (if you want to run the experimental version).

  5. Run python3 integration_tests/base_routes.py

🏃 To Run

python3 app.py -h

usage: app.py [-h] [--processes PROCESSES] [--workers WORKERS] [--dev DEV]

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

optional arguments:
  -h, --help            show this help message and exit
  --processes PROCESSES : allows you to choose the number of parallel processes
  --workers WORKERS : allows you to choose the number of workers
  --dev DEV : this flag gives the option to enable hot reloading or not and also sets the default log level to debug
  --log-level LEVEL : this flag allows you to set the log level

✨ Contributors/Supporters

To contribute to Robyn, make sure to first go through the CONTRIBUTING.md.

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!

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-0.16.4.tar.gz (80.2 kB view details)

Uploaded Source

Built Distributions

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

robyn-0.16.4-cp39-none-win_amd64.whl (2.6 MB view details)

Uploaded CPython 3.9Windows x86-64

robyn-0.16.4-cp39-none-win32.whl (2.4 MB view details)

Uploaded CPython 3.9Windows x86

robyn-0.16.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl (4.5 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ s390x

robyn-0.16.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (5.2 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ppc64le

robyn-0.16.4-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (4.0 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARMv7l

robyn-0.16.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (4.1 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64

robyn-0.16.4-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (4.1 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.12+ x86-64

robyn-0.16.4-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl (4.3 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.12+ i686

robyn-0.16.4-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (5.6 MB view details)

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

robyn-0.16.4-cp39-cp39-macosx_10_7_x86_64.whl (2.9 MB view details)

Uploaded CPython 3.9macOS 10.7+ x86-64

robyn-0.16.4-cp38-none-win_amd64.whl (2.6 MB view details)

Uploaded CPython 3.8Windows x86-64

robyn-0.16.4-cp38-none-win32.whl (2.4 MB view details)

Uploaded CPython 3.8Windows x86

robyn-0.16.4-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl (4.5 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ s390x

robyn-0.16.4-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (5.2 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ppc64le

robyn-0.16.4-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (4.0 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARMv7l

robyn-0.16.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (4.1 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ ARM64

robyn-0.16.4-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (4.1 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.12+ x86-64

robyn-0.16.4-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl (4.3 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.12+ i686

robyn-0.16.4-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (5.6 MB view details)

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

robyn-0.16.4-cp38-cp38-macosx_10_7_x86_64.whl (2.9 MB view details)

Uploaded CPython 3.8macOS 10.7+ x86-64

robyn-0.16.4-cp37-none-win_amd64.whl (2.6 MB view details)

Uploaded CPython 3.7Windows x86-64

robyn-0.16.4-cp37-none-win32.whl (2.4 MB view details)

Uploaded CPython 3.7Windows x86

robyn-0.16.4-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl (4.5 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ s390x

robyn-0.16.4-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl (5.2 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ ppc64le

robyn-0.16.4-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl (4.0 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ ARMv7l

robyn-0.16.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl (4.1 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ ARM64

robyn-0.16.4-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (4.1 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.12+ x86-64

robyn-0.16.4-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl (4.3 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.12+ i686

robyn-0.16.4-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl (5.6 MB view details)

Uploaded CPython 3.7mmacOS 10.9+ universal2 (ARM64, x86-64)macOS 10.9+ x86-64macOS 11.0+ ARM64

robyn-0.16.4-cp37-cp37m-macosx_10_7_x86_64.whl (2.9 MB view details)

Uploaded CPython 3.7mmacOS 10.7+ x86-64

File details

Details for the file robyn-0.16.4.tar.gz.

File metadata

  • Download URL: robyn-0.16.4.tar.gz
  • Upload date:
  • Size: 80.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.0 CPython/3.9.12

File hashes

Hashes for robyn-0.16.4.tar.gz
Algorithm Hash digest
SHA256 5e6ee3b8b047f4707f10200a75cbf15e5c1d8b981a22cc71abe2d5111c642f98
MD5 c44920f9b51422b5e86d36aef7e89283
BLAKE2b-256 467cf6f0a2cdec840467c7569d22cee53e579b6ce12f95bef42e91ccc219598a

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.16.4-cp39-none-win_amd64.whl
  • Upload date:
  • Size: 2.6 MB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.0 CPython/3.9.12

File hashes

Hashes for robyn-0.16.4-cp39-none-win_amd64.whl
Algorithm Hash digest
SHA256 c3f73e5a9e1f9a0d8d66be8416bc82c0f7f01d9b5e7206e81e3a124e59a50f8b
MD5 13d8fd6a5d94d27cf797f7ed4209b951
BLAKE2b-256 03e6408f4250e7da66abfaf618ba2758e9f2a8612baa602a50671f93d4e15758

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-none-win32.whl.

File metadata

  • Download URL: robyn-0.16.4-cp39-none-win32.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 3.9, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.0 CPython/3.9.12

File hashes

Hashes for robyn-0.16.4-cp39-none-win32.whl
Algorithm Hash digest
SHA256 77426f198225c492e43d43a55213b1a669827f80575f6b9819ab2de58fe9d6b2
MD5 4deef8d8faa37f213ac1ab07916cb318
BLAKE2b-256 02e4d1821d3a464e5cd7f4002459925fbf047ac3e7e4f106f4161cb768fedf60

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm Hash digest
SHA256 819f73c43023114911ef09a7810f4abfb4ff012ce0750f547a863af30fee4a88
MD5 4370c11b1117171fba5b531ac7da26a1
BLAKE2b-256 303af91132baadac569ffa43dbfc278660227aba3097007d5fbaafa8ca71ffaf

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm Hash digest
SHA256 04c2c555f997bd8745062aa90508cf6b99a3318f0767982cd71f12ef8fb024a0
MD5 e4b6609d4ce0933f1e028b83f63fcdc1
BLAKE2b-256 5a80f09871ea62ba2c76bc4270d8aa5f2e8fadd7d01c51303e28252599af5db0

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 87c76f7e9cadf40fd5e3d83fe85bdd1f0ee9fc714aefdd1907e8fe488aabde46
MD5 6c3968366808b654f029003e0c00619f
BLAKE2b-256 7af4dcf03ffc94802a9e8de59ad3686f107f7b398155c0f3bf31f8ddf15c03b4

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 39b082f21363598135d962c539a6ca14188e630bdfdfb545474a66a0180311c5
MD5 6dc220c345945c3bb715dcda4abe344e
BLAKE2b-256 2ae502de62745305bf460a36399c2c1920623d667979d5f2f1103797cf034b97

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 91dc61fde4bee10e17d16a1d2b511322c32e530c752e42c30a664bc6523babce
MD5 b0b2bb4275abab7cc1e3fa16499dbff4
BLAKE2b-256 53bd90cebaa0890e4b1ac92015def1b0775d03ae67cde8e6578a430df7fafcff

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm Hash digest
SHA256 8cca9044781c99854e344445c27415777659700fbf8fee05eb5e036d5068e00c
MD5 9bf42c925d48ed680b381c0b2cf64c11
BLAKE2b-256 6d9422477d871b3eaa1be56126b6f4fb32fe6f1a1a0eb0314456b1f33a6588e2

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 0d5167c145558c1127fbdb0e735d14c9d983a048c3136b566dabbb5959895027
MD5 128a0d09ecf7949cf19c89dfda61390f
BLAKE2b-256 92e8c2226cd0b47b10ebad431dc506fe5f8e50709f6d814182a3423962f3670a

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp39-cp39-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp39-cp39-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 ec019752d0f58d95731ae05f9860baf1439c8f236dc39917964604b8d4e67eb1
MD5 8b28fb4f81b9043679963713f6017d37
BLAKE2b-256 025c386d479d1006df9aa4870f49005e9446eb2641c43dfc1ee2a95ed85ff741

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.16.4-cp38-none-win_amd64.whl
  • Upload date:
  • Size: 2.6 MB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.0 CPython/3.9.12

File hashes

Hashes for robyn-0.16.4-cp38-none-win_amd64.whl
Algorithm Hash digest
SHA256 44c869552291da57e6625ab80d7d30d31923d28ea8a9c8f6190eb6f07acf077c
MD5 bc8ee3ddebd874f9c6f3d0494b47ea8b
BLAKE2b-256 0ebab3c39cea580ed0a2d27a0da3c4a1f0ba2aa6bebc611b1f66b63c147e0e11

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-none-win32.whl.

File metadata

  • Download URL: robyn-0.16.4-cp38-none-win32.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 3.8, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.0 CPython/3.9.12

File hashes

Hashes for robyn-0.16.4-cp38-none-win32.whl
Algorithm Hash digest
SHA256 bd2c8e16636d1062a37a94c0df1abfc6c2698e8748db5d34d9ff2eb9af4ecaf0
MD5 961606b5551bd3db3aa7727d0c62da97
BLAKE2b-256 249d8639271f81aac367133ea172bd6ff7631a38d6390c19e98eb1bced056881

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm Hash digest
SHA256 fcc9c0fbb29bc93e5457332b21e1268c7085559e8f398bddaf89d6f7eb7ec97f
MD5 f185962e441abc0f7dbd0abe044ecea7
BLAKE2b-256 09180555907144fbdefd0f433c3eb497fd2ccb66c60603539c8a74bb9570ed37

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm Hash digest
SHA256 68151329067a3e7582ff2f657307cc5db86d66a934430975413295fdba422b97
MD5 42d210ae0e0465c4f56f29961a3a23a5
BLAKE2b-256 97a57cb886e1ca868b5d3fd272f1c0ff7b3c9a9f059527ab4e31a06921de50b9

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp38-cp38-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 f9884d612ec8aa1d1421c30cda639df9e5efa14ed93b35de99087c50a23bea43
MD5 69427ae42cfcf910ffd1f9e270edd456
BLAKE2b-256 d24d0fdfc9ed49f4add0d3599734d026c26bbb6a1d038fcebd84ac4af81209f7

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 ea1041735157ec61dbccc62838a766b855b6c80d373296f68d227c320b13a5bf
MD5 360d9094f70737ebda4633a1f5042581
BLAKE2b-256 77df34ab602083c051d199941d7f82b5de2b32c7a6c97b5f525cb988ec8333ec

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 ed760f09a2b76ade32bb883814dee57464d3d082a6c44fe35c2175538bc21e20
MD5 e69888c49fdf19509daa5a521c7d0f76
BLAKE2b-256 5c87e0a13f1de16766525ec91658494a8e37a30059b002b014dd14eb48a580ff

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm Hash digest
SHA256 ca735e01c8073059b4009cb869e6b8db344141f5ee07c992e6167df02beef6af
MD5 808a8115e0c0d77b84ee9a1ed37484d8
BLAKE2b-256 e1f1126e7bef7166db620214ef6c0d0bb9b7d4821471335715cd95d3853cc5e4

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 ad0d7270b7467c31d5c17b8fa17c247b04723bed1970b6f22a8dc161e1a339b4
MD5 cc72d427e7ac92181067da733f1e6f39
BLAKE2b-256 613d9761652795a76f14de0d3cd569f70df5d0540ae73bbea893327bf7ee4344

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp38-cp38-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp38-cp38-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 d74d7f64309f13e0cc9c44923e0363c7081eb4ad0f7424d537d3c284c0d1cb84
MD5 e0c940de214845941215e0a26996b1cd
BLAKE2b-256 1255b4ecc3022ca636120daf839d5d842cf30cc093855b3cafe103c9ad54ef59

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-none-win_amd64.whl.

File metadata

  • Download URL: robyn-0.16.4-cp37-none-win_amd64.whl
  • Upload date:
  • Size: 2.6 MB
  • Tags: CPython 3.7, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.0 CPython/3.9.12

File hashes

Hashes for robyn-0.16.4-cp37-none-win_amd64.whl
Algorithm Hash digest
SHA256 97d217694e77117a7862648d3f951435278538a7544c5b64c165a87a310b75ea
MD5 aafb35ccb40069557c75b1045344a33d
BLAKE2b-256 0c4ae1b9da9651aefb063f2a573dc9a87ce8983065d14c546282b12b10c8441e

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-none-win32.whl.

File metadata

  • Download URL: robyn-0.16.4-cp37-none-win32.whl
  • Upload date:
  • Size: 2.4 MB
  • Tags: CPython 3.7, Windows x86
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.0 CPython/3.9.12

File hashes

Hashes for robyn-0.16.4-cp37-none-win32.whl
Algorithm Hash digest
SHA256 d3ca92c2484d6427e2e41aac2e165d08a45bbf9d863a8b18f8d084166b99e685
MD5 993b5821ad19d175b45e5987ab2a54ef
BLAKE2b-256 5d009031159f2efb11aa020ceae81758f184a4928d5444042da9879b87fcf17c

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl
Algorithm Hash digest
SHA256 6d4a51b8b64650461b63e8eb0f3bf6c48ff5badf971dc5158f8010ded46e9039
MD5 70e66c93099dba8c41a50e08296ae0d9
BLAKE2b-256 bf74dcf5517e74473c0d11adaee2ed5532f8eac0182d755c2943c8c1fc765adb

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Algorithm Hash digest
SHA256 70a9a01dcb01ba3dadf3f63d7023b635ef34f884437b7690187cacb30f9c1448
MD5 b99234271b216e33facb284b1580cfc6
BLAKE2b-256 f80bba3d1659f16d5ce79bb8a5fa9eda7cde13a8ab4eddc1b02c15aa8826b2f7

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp37-cp37m-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Algorithm Hash digest
SHA256 f1a23fc6550aaa6aa244f1cf3d1d1aaa3e2315d517241f97b44020fa9799ece5
MD5 13ba348fb8587ca58b839779079a4402
BLAKE2b-256 6c7cbfddd716dccff62ae65d72202ec0d12f1691299050aa40e35093dc7ea8e2

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Algorithm Hash digest
SHA256 29470ed7764d5d234cb15cbd992968a742259c0ff153b2e3f0e76c1a3467338e
MD5 02fbb0d23d32ca6d47e2b426d5406271
BLAKE2b-256 dab03bfa06177d21fc2457bba9d511322897888ad617cdc5dc42670affc273c1

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
Algorithm Hash digest
SHA256 13eeb8a65370e9bbcad0fdc5020a9abf73b66715358b03c22b02c3a307e4c0a0
MD5 2c9037bd03a802d4aa805484d02404d2
BLAKE2b-256 7c0be94a4684cb3e65dc5b218f784b8c89b1c6a1d89a32c09f686d14693b3411

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl
Algorithm Hash digest
SHA256 7a07e252e3a0a3b59acb9a2a95d587a5020c9205d9598900a2454d4bae3ee709
MD5 1fe12c43a634aae4ccf25e4a4b705885
BLAKE2b-256 29972e9049ec360112b4a7b3467b49f447fd9cb9ab3ddfc29f2a59cbe94e6203

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
Algorithm Hash digest
SHA256 5135f871d002d89294e67d29b204c544ff91941753a81b4e31aff898a1addb03
MD5 d16173dadc6e55f40332a3d6f86168be
BLAKE2b-256 ffb8197a4e8bd1dadf8c578ef40c2a658dead05041079bcd0e5932f8b2ad0f7e

See more details on using hashes here.

File details

Details for the file robyn-0.16.4-cp37-cp37m-macosx_10_7_x86_64.whl.

File metadata

File hashes

Hashes for robyn-0.16.4-cp37-cp37m-macosx_10_7_x86_64.whl
Algorithm Hash digest
SHA256 945334f515c5b7038ddd62edb6350635bd4871bd3fa1faf4f6e6ee283cc9c094
MD5 e04cce1de816021b6ae3fe27c2b5f411
BLAKE2b-256 8fda0f434edab775ac332a954334cc9b1e21d0624ac7884cc7155a1cac2c3b08

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