Skip to main content

Robyn Logo

Robyn

Twitter Downloads GitHub tag License Python Ask DeepWiki

view - Documentation Discord Gurubase

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

To install with all optional features (Pydantic validation, Jinja2 templating):

pip install "robyn[all]"

🤔 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.
  --version             Show the Robyn version.
  --compile-rust-path COMPILE_RUST_PATH
                        Compile rust files in the given path.
  --create-rust-file CREATE_RUST_FILE
                        Create a rust file with the given name.
  --disable-openapi     Disable the OpenAPI documentation.
  --fast                Enable the fast mode.

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 >= 3.10

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!
  • A multithreaded Runtime
  • Extensible
  • A simple API
  • Sync and Async Function Support
  • Dynamic URL Routing
  • Multi Core Scaling
  • WebSockets
  • Middlewares (before and after request hooks)
  • Built in form data handling
  • Dependency Injection
  • Hot Reloading
  • Direct Rust Integration
  • Automatic OpenAPI generation
  • Jinja2 Templating
  • Static File Serving
  • File Responses and Downloads
  • Authentication Support
  • CORS Configuration
  • Streaming / SSE Responses
  • Startup and Shutdown Events
  • Exception Handling
  • SubRouters
  • Project Scaffolding via CLI
  • Experimental io-uring Support
  • 🤖 AI Agent Support - Built-in agent routing and execution
  • 🔌 MCP (Model Context Protocol) - Connect to AI applications as a server
  • 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

Prerequisites

Before starting, ensure you have the following installed:

  • Python >= 3.10, <= 3.14
  • Rust (latest stable)
  • C compiler (gcc/clang)

Setup

  • Clone the repository:

    git clone https://github.com/sparckles/Robyn.git
    
  • 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 all tests

    pytest
    
  • Run only the integration tests

    pytest integration_tests
    
  • Run only the unit tests (you don't need to be running the test_server for these)

    pytest unit_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 
    
  • tip: For IO-uring support, you can use the following command:

    maturin develop --cargo-extra-args="--features=io-uring"
    
  • tip: To use your local Robyn version in other projects, you can install it using pip:

    pip install -e path/to/robyn/target/wheels/robyn-<version>-<python_version>-<platform>.whl
    

e.g.

pip install -e /repos/Robyn/target/wheels/robyn-0.63.0-cp312-cp312-macosx_10_15_universal2.whl

Troubleshooting

If you face any issues, here are some common fixes:

  • install patchelf with pip install patchelf if you face patchelf not found issue during maturin develop (esp. on Arch Linux)
  • If you get Rust compilation errors, ensure you have a C compiler installed:
    • Ubuntu/Debian: sudo apt install build-essential
    • Fedora: sudo dnf install gcc
    • macOS: Install Xcode Command Line Tools
    • Windows: Install Visual Studio Build Tools

✨ 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

Metadata

Release files for robyn 0.88.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for robyn 0.88.0
File
robyn-0.88.0-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
robyn-0.88.0-cp314-cp314-win32.whl CPython 3.14 CPython 3.14 Windows x86-32 Details
robyn-0.88.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.17+ x86-64 Details
robyn-0.88.0-cp314-cp314-manylinux_2_12_i686.manylinux2010_i686.whl CPython 3.14 CPython 3.14 Linux glibc 2.12+ x86-32 Details
robyn-0.88.0-cp314-cp314-macosx_10_12_x86_64.whl CPython 3.14 CPython 3.14 macOS 10.12+ x86-64 Details
robyn-0.88.0-cp314-cp314-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl CPython 3.14 CPython 3.14 macOS 10.12+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64, macOS 10.12+ x86-64 Details
robyn-0.88.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
robyn-0.88.0-cp313-cp313-win32.whl CPython 3.13 CPython 3.13 Windows x86-32 Details
robyn-0.88.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ x86-64 Details
robyn-0.88.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARMv7l Details
robyn-0.88.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARM64 Details
robyn-0.88.0-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.whl CPython 3.13 CPython 3.13 Linux glibc 2.12+ x86-32 Details
robyn-0.88.0-cp313-cp313-macosx_10_12_x86_64.whl CPython 3.13 CPython 3.13 macOS 10.12+ x86-64 Details
robyn-0.88.0-cp313-cp313-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64, macOS 10.12+ x86-64, macOS 10.12+ universal2 (ARM64, x86-64) Details
robyn-0.88.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
robyn-0.88.0-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details
robyn-0.88.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
robyn-0.88.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARMv7l Details
robyn-0.88.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
robyn-0.88.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl CPython 3.12 CPython 3.12 Linux glibc 2.12+ x86-32 Details
robyn-0.88.0-cp312-cp312-macosx_10_12_x86_64.whl CPython 3.12 CPython 3.12 macOS 10.12+ x86-64 Details
robyn-0.88.0-cp312-cp312-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64, macOS 10.12+ x86-64, macOS 10.12+ universal2 (ARM64, x86-64) Details
robyn-0.88.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
robyn-0.88.0-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
robyn-0.88.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
robyn-0.88.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARMv7l Details
robyn-0.88.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ ARM64 Details
robyn-0.88.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl CPython 3.11 CPython 3.11 Linux glibc 2.12+ x86-32 Details
robyn-0.88.0-cp311-cp311-macosx_10_12_x86_64.whl CPython 3.11 CPython 3.11 macOS 10.12+ x86-64 Details
robyn-0.88.0-cp311-cp311-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64, macOS 10.12+ x86-64, macOS 10.12+ universal2 (ARM64, x86-64) Details
robyn-0.88.0-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
robyn-0.88.0-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details
robyn-0.88.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
robyn-0.88.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARMv7l Details
robyn-0.88.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ ARM64 Details
robyn-0.88.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.12+ x86-32 Details
robyn-0.88.0-cp310-cp310-macosx_10_12_x86_64.whl CPython 3.10 CPython 3.10 macOS 10.12+ x86-64 Details
robyn-0.88.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl CPython 3.10 CPython 3.10 macOS 10.12+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64, macOS 10.12+ x86-64 Details

Total release size: 77.5 MB

Release files / robyn-0.88.0-cp314-cp314-win_amd64.whl

Download URL robyn-0.88.0-cp314-cp314-win_amd64.whl
Size 1.8 MB
Tags CPython 3.14 Windows x86-64
SHA-256 checksum
How to use checksums
06f3bfdc877dbadfe37bb9ee658e72fd60751954f6079f2c884318a0cc95519e
BLAKE2b-256 checksum
How to use checksums
94ecc294dff747ce717fceb1458b1b4240bb57dbb04e1ce96392486da2f9bb91
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp314-cp314-win32.whl

Download URL robyn-0.88.0-cp314-cp314-win32.whl
Size 1.7 MB
Tags CPython 3.14 Windows x86-32
SHA-256 checksum
How to use checksums
18636a6c281c11cd04da57f5bf736af0c8ac795e42b6eef828a03c2f7d91f178
BLAKE2b-256 checksum
How to use checksums
fb2ba69145da54824100e992e383540c1f5ce2107af05b57678985c1e9ffcca6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL robyn-0.88.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 1.9 MB
Tags CPython 3.14 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
ce5799ff4ee074b310274f9da8577b1f76dbf7569ccaa64b3426f7a71ab5b2b4
BLAKE2b-256 checksum
How to use checksums
a54323d86e451e4d2e8d4146c926e0ad3c577d3ceb7bf8c9ba46a7f3f6682940
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp314-cp314-manylinux_2_12_i686.manylinux2010_i686.whl

Download URL robyn-0.88.0-cp314-cp314-manylinux_2_12_i686.manylinux2010_i686.whl
Size 1.9 MB
Tags CPython 3.14 Linux glibc 2.12+ x86-32
SHA-256 checksum
How to use checksums
44d63f1406ed4c98540c81f508a3054b32c9cb32bb8f87af2572f87ed97a75b2
BLAKE2b-256 checksum
How to use checksums
25c85d8deba0b4a9331a7faec7f6037669d64a3afd9c8ecdf49081cead56c5f0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp314-cp314-macosx_10_12_x86_64.whl

Download URL robyn-0.88.0-cp314-cp314-macosx_10_12_x86_64.whl
Size 1.8 MB
Tags CPython 3.14 macOS 10.12+ x86-64
SHA-256 checksum
How to use checksums
1ed30c0612b93315e4476d372be665530669d3291d40e21ce0aba1542a8d151f
BLAKE2b-256 checksum
How to use checksums
f29c26d44d07069993cc02d5152f726e5888624376a7a499df2e8d022a1e0689
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp314-cp314-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl

Download URL robyn-0.88.0-cp314-cp314-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
Size 3.4 MB
Tags CPython 3.14 macOS 10.12+ universal2 (ARM64, x86-64) macOS 10.12+ x86-64 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
8f4846f848570b3c1cda029262a3bbd1b2e6e26ff8b6e049e7db7383223e749b
BLAKE2b-256 checksum
How to use checksums
9f44c781b31b548305ccfa5657ef7260ff3b83d607b4dcebe64238c197945c29
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp313-cp313-win_amd64.whl

Download URL robyn-0.88.0-cp313-cp313-win_amd64.whl
Size 1.8 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
a0c4801984a220ed50467bc95297474644ab13d4175da3288d48dda11ab172d9
BLAKE2b-256 checksum
How to use checksums
f94004fd7d414e05dce1a8ef44a01e7f3ac3c813721d869b6610d35bdb53aa26
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp313-cp313-win32.whl

Download URL robyn-0.88.0-cp313-cp313-win32.whl
Size 1.7 MB
Tags CPython 3.13 Windows x86-32
SHA-256 checksum
How to use checksums
1d72a0d063fa439a4cb03f43e29e1f6e5f3d676beea67ea136c2dec6377fd73c
BLAKE2b-256 checksum
How to use checksums
645fde99615c6dabb6d604673fb2939e8a8ceddba155f424f7468ebbb47c8574
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL robyn-0.88.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 1.9 MB
Tags CPython 3.13 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
4cf61564c3ca82b4d3e36b4c59d3ff3323dfc7fbeea9ad65de5ab21a2501ffd5
BLAKE2b-256 checksum
How to use checksums
918417f82b338179b17a816c98b2fc107317f3ed803f41bb277252bbe91af52c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL robyn-0.88.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size 1.9 MB
Tags CPython 3.13 Linux glibc 2.17+ ARMv7l
SHA-256 checksum
How to use checksums
e220b0438313e15c299c2233335b7167418694c2f08370805c369d5506adba05
BLAKE2b-256 checksum
How to use checksums
cd6a58100fddcf239a9e6a6addad90ee85ca1b563bdb5364bbd835acdbd9b289
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL robyn-0.88.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size 1.9 MB
Tags CPython 3.13 Linux glibc 2.17+ ARM64
SHA-256 checksum
How to use checksums
32020972ae2a149fba92a9c8ee4fe630d27c9cda7ee34e99bb3ac2a0add2e8c5
BLAKE2b-256 checksum
How to use checksums
ad73ddfa30e6b0f209bb8c8734461a565ffc6e793939b36e9919f6776e462091
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.whl

Download URL robyn-0.88.0-cp313-cp313-manylinux_2_12_i686.manylinux2010_i686.whl
Size 1.9 MB
Tags CPython 3.13 Linux glibc 2.12+ x86-32
SHA-256 checksum
How to use checksums
5fed59aff389ace14f103421832329d66831b26ace6a03fe3fe6eb610e6437da
BLAKE2b-256 checksum
How to use checksums
56627d3eca16ec0fa9e8c30d3ff408ebc4a0066d56b482dd76fdbd8ea67063e6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp313-cp313-macosx_10_12_x86_64.whl

Download URL robyn-0.88.0-cp313-cp313-macosx_10_12_x86_64.whl
Size 1.8 MB
Tags CPython 3.13 macOS 10.12+ x86-64
SHA-256 checksum
How to use checksums
3e23102dd820e6f9e1f78929e68111920c1d0d8f361d7afe36dffc8734c1456c
BLAKE2b-256 checksum
How to use checksums
7f7911bfac75c4e0ad5a71e9f28d5fa444e469ba8543d65b96ebcd28005ef056
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp313-cp313-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl

Download URL robyn-0.88.0-cp313-cp313-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
Size 3.4 MB
Tags CPython 3.13 macOS 10.12+ universal2 (ARM64, x86-64) macOS 10.12+ x86-64 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
47ff0ab0c99b96cdc57f66843f2875cfb59d8ec58c5ec2277e36795c6ff9fc16
BLAKE2b-256 checksum
How to use checksums
cda3c60e52b82a57b3551e9b283a2f583da39276d4526b70a89a0c34c17f999e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp312-cp312-win_amd64.whl

Download URL robyn-0.88.0-cp312-cp312-win_amd64.whl
Size 1.8 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
56d61df49f58e3185f6de937df1dbb99264f129ac7abc273a9638d8b5833859e
BLAKE2b-256 checksum
How to use checksums
8005e4caf7c7357a372fce5d362f65a26beae9e91c0af025fe1860f4de525544
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp312-cp312-win32.whl

Download URL robyn-0.88.0-cp312-cp312-win32.whl
Size 1.7 MB
Tags CPython 3.12 Windows x86-32
SHA-256 checksum
How to use checksums
0f447977fa7b7338a8434c0b37e7fc54fedea56cc97aeab15fd568ea943bd293
BLAKE2b-256 checksum
How to use checksums
b24cc8f7e600efa6a1fcc0ba601bc53cfca50ae671b980b378632436fd89f399
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL robyn-0.88.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 1.9 MB
Tags CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
9938dfc89425717149b8913347da4aea58daf375e50f29830569c6caec4b8a6b
BLAKE2b-256 checksum
How to use checksums
94575168cc92f08f3064e0549e8faf57a54f59dda35273eeef9d88620257cec4
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL robyn-0.88.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size 1.9 MB
Tags CPython 3.12 Linux glibc 2.17+ ARMv7l
SHA-256 checksum
How to use checksums
18b3708cd0b1c9d60d8ac17ba85492631eb0854497e45fd8e08b9f58ecf7626a
BLAKE2b-256 checksum
How to use checksums
3e7df55b7c2c82b75531512889c8e518035d0f4365dd93c81ed0f269163af2f5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL robyn-0.88.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size 1.9 MB
Tags CPython 3.12 Linux glibc 2.17+ ARM64
SHA-256 checksum
How to use checksums
5e2eabf2035735ec4aa46f5ddc4598ee89af2b3fcab51799805375137ddd3b86
BLAKE2b-256 checksum
How to use checksums
2cfb3d59ef1897550c0f32714c6dbad1ed26f0b4d4c1c2d3aa90dd67318931f0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl

Download URL robyn-0.88.0-cp312-cp312-manylinux_2_12_i686.manylinux2010_i686.whl
Size 1.9 MB
Tags CPython 3.12 Linux glibc 2.12+ x86-32
SHA-256 checksum
How to use checksums
70ee84d87f5d3cc2a53ea6c4d55b5ac065f7ab0cdb47930a90d0cca0e15af95c
BLAKE2b-256 checksum
How to use checksums
c5cc5d621fe6c178d8e1a64d3d3b82da541fc6c226a2cbded7437f6e3409f5a5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp312-cp312-macosx_10_12_x86_64.whl

Download URL robyn-0.88.0-cp312-cp312-macosx_10_12_x86_64.whl
Size 1.8 MB
Tags CPython 3.12 macOS 10.12+ x86-64
SHA-256 checksum
How to use checksums
998ddabd4c7a7ffee43cf568cfc14c9119771211b4a8bff718f52b75bc94528e
BLAKE2b-256 checksum
How to use checksums
f01708d79fd5bbc2ce24cd73702ca2ff6e70ca7df7d5ccc8e0eac679b920299a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp312-cp312-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl

Download URL robyn-0.88.0-cp312-cp312-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
Size 3.4 MB
Tags CPython 3.12 macOS 10.12+ universal2 (ARM64, x86-64) macOS 10.12+ x86-64 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
e10564544895a64a8a0a26a18cda3eff793c230ce38fac6f4d7671c6085885c0
BLAKE2b-256 checksum
How to use checksums
e05fc7edf52a6151ca5a50cf9baa85a18138c1bc46eec2b533f3ea94fb0e2bb1
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp311-cp311-win_amd64.whl

Download URL robyn-0.88.0-cp311-cp311-win_amd64.whl
Size 1.7 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
adf83b2ea39b2b451e2be07aa7fcc8a736365c95c8e663c6fdec72ba51240ab7
BLAKE2b-256 checksum
How to use checksums
45fbc1cb88911f5851d4a7c64fff1d2c10854724712a2f8bedb3d5f5b08bbd8c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp311-cp311-win32.whl

Download URL robyn-0.88.0-cp311-cp311-win32.whl
Size 1.7 MB
Tags CPython 3.11 Windows x86-32
SHA-256 checksum
How to use checksums
359c9ee8a41c52a59581ee602ab0fd77507f5a33249f83390f9e85359dce1c7b
BLAKE2b-256 checksum
How to use checksums
afa28b22e700e68637534876d1d87c840e26783c09fe9f23705a293dbbbc65d5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL robyn-0.88.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 1.9 MB
Tags CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
dd4329c6043e381ea5e3a7a8936bd07dbf4c63daf931cd8dcbe7711a36df2b9a
BLAKE2b-256 checksum
How to use checksums
017665fc44029f885d17be5a068bd7f57b5d0b7c92ce1d0efc3f2f1dd1055cc8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL robyn-0.88.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size 1.9 MB
Tags CPython 3.11 Linux glibc 2.17+ ARMv7l
SHA-256 checksum
How to use checksums
98d32871a234f5495d60b236c8ccdfccb84b82d687ec5888731093e478a9e4f1
BLAKE2b-256 checksum
How to use checksums
fdeaa7edbfc83b7f25b43de1c0f4b0ebf2d16837820a0d8ab326d1cd27e7aa49
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL robyn-0.88.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size 1.9 MB
Tags CPython 3.11 Linux glibc 2.17+ ARM64
SHA-256 checksum
How to use checksums
dfa70d53c9e2e0259c55438256a2e8ef08bdc2345f9192df8d984dd99baa6345
BLAKE2b-256 checksum
How to use checksums
64868f617837db760e4ab43d30a9f420a8feb325e3639999b2289be827346d30
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl

Download URL robyn-0.88.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.whl
Size 1.9 MB
Tags CPython 3.11 Linux glibc 2.12+ x86-32
SHA-256 checksum
How to use checksums
0290a38a2c9c46bfc2295e31e9988c6e4270d6da431171a6ef6a854d97b47899
BLAKE2b-256 checksum
How to use checksums
32abb277f7888a63e275f1557a81bb8b68dfcd4665b23673a05584026a74d3db
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp311-cp311-macosx_10_12_x86_64.whl

Download URL robyn-0.88.0-cp311-cp311-macosx_10_12_x86_64.whl
Size 1.8 MB
Tags CPython 3.11 macOS 10.12+ x86-64
SHA-256 checksum
How to use checksums
a493a7d715502dc8048c28b17f7a4876be88d1f509f7e66f5dbdd884b2267410
BLAKE2b-256 checksum
How to use checksums
5c37e8c1de07680380824ca7b8449efc4fba13bd7cfab7d5cb907e0143f9bbc8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp311-cp311-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl

Download URL robyn-0.88.0-cp311-cp311-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
Size 3.4 MB
Tags CPython 3.11 macOS 10.12+ universal2 (ARM64, x86-64) macOS 10.12+ x86-64 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
c10f2c9dece757ed4a0dadc9af4d074a7300fb0f820a052737b0732f6142f53c
BLAKE2b-256 checksum
How to use checksums
e192ef730cc26acb21d498f63da21f126842790f6af40038b50cecafa2083982
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp310-cp310-win_amd64.whl

Download URL robyn-0.88.0-cp310-cp310-win_amd64.whl
Size 1.7 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
7c4c40b22ad9ee8af4f4b867c5857668a7cdc3e07c4eab26bb2146c539f4a25d
BLAKE2b-256 checksum
How to use checksums
8ccb0d97b8dcd113e46fac5fd82aea1b20baec9506a948b2d3fd686c72630c9b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp310-cp310-win32.whl

Download URL robyn-0.88.0-cp310-cp310-win32.whl
Size 1.7 MB
Tags CPython 3.10 Windows x86-32
SHA-256 checksum
How to use checksums
6d6f15c5cfd760f2b733c066a8138bd15e2871329586af1d9fd9ee065e6bafbe
BLAKE2b-256 checksum
How to use checksums
f386c2e4e0731d518d2a97a60a6b9886846bca9b404c4f7a1b72a56abd290d0b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL robyn-0.88.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 1.9 MB
Tags CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
a0907b5d84a0f12abb176d784431877df149aee4856341f7d58fa8fb511eeb03
BLAKE2b-256 checksum
How to use checksums
359d830c8f2adfe632d4a8e048e6eea8969ae3065a345407fb126e95a012c0ad
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL robyn-0.88.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size 1.9 MB
Tags CPython 3.10 Linux glibc 2.17+ ARMv7l
SHA-256 checksum
How to use checksums
186192ae654437b4ce0cd72e9023edd9c1e40cb26173492f7cdc15619ed048a2
BLAKE2b-256 checksum
How to use checksums
16c40379c0842a024961a6a61aafdbbae3eef9d3cf3bb4a75a9ab13a9ba7d64f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL robyn-0.88.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size 1.9 MB
Tags CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum
How to use checksums
035e1efa473ce9b1c1d60dd38d268b19015f33f568bcaa273545a23a984823d7
BLAKE2b-256 checksum
How to use checksums
7098c6b7160194b0af8cd7f234a1cab045337017ddd9ce3cfcb67b0c9337bac8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl

Download URL robyn-0.88.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.whl
Size 1.9 MB
Tags CPython 3.10 Linux glibc 2.12+ x86-32
SHA-256 checksum
How to use checksums
aca043da1aa84a3b050a4b788ec91083ed4a190579fdd5b4d05346b67da3d615
BLAKE2b-256 checksum
How to use checksums
fc553dfa4def651f76bba05f72a69e16f5d18e592a44613c4a8cbf8760e2b7d0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp310-cp310-macosx_10_12_x86_64.whl

Download URL robyn-0.88.0-cp310-cp310-macosx_10_12_x86_64.whl
Size 1.8 MB
Tags CPython 3.10 macOS 10.12+ x86-64
SHA-256 checksum
How to use checksums
d59fecbbd7812a208d52b565a5cfd9c4bb7d9cd174b6621f4dc5d10ea3d7f037
BLAKE2b-256 checksum
How to use checksums
4b3fc0c1679a05e907f94f212608a0f51f2b42137761cbe6a9ab531d460b85da
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release files / robyn-0.88.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl

Download URL robyn-0.88.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
Size 3.4 MB
Tags CPython 3.10 macOS 10.12+ universal2 (ARM64, x86-64) macOS 10.12+ x86-64 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
fc87e7fde66093d78ce2bf8a8cd0eed19622bc33c79abf376f51ef511cdeb93d
BLAKE2b-256 checksum
How to use checksums
4ade8dfe8aef0529886b8c6b38de087230ce32d8b7723d2a3639a9c4f418a55c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/6.2.0 CPython/3.14.6

Release history Release notifications | RSS feed

This release

0.88.0 This release

38 release files

0.40.0

1 release file

0.39.0

1 release file

0.8.1

31 release files

0.8.0

31 release files

0.7.1

31 release files

0.6.1

31 release files

0.6.0

31 release files

0.5.3

31 release files

0.5.1

31 release files

0.4.1

26 release files

0.4.0

2 release files

0.3.0

2 release files

0.2.3

2 release files

0.2.2

2 release files

0.2.1

2 release files

0.2.0

2 release files

0.1.0

1 release file

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page