metadata_version string | name string | version string | summary string | description string | description_content_type string | author string | author_email string | maintainer string | maintainer_email string | license string | keywords string | classifiers list | platform list | home_page string | download_url string | requires_python string | requires list | provides list | obsoletes list | requires_dist list | provides_dist list | obsoletes_dist list | requires_external list | project_urls list | uploaded_via string | upload_time timestamp[us] | filename string | size int64 | path string | python_version string | packagetype string | comment_text string | has_signature bool | md5_digest string | sha256_digest string | blake2_256_digest string | license_expression string | license_files list |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2.4 | semiwrap | 0.2.6 | Semi-automated tool to wrap C++ code for use by python | semiwrap
========
semiwrap is a build tool that makes it simpler to wrap C/C++ libraries with
pybind11 by automating large portions of the wrapping process and handling some
of the more complex aspects of creating pybind11 based wrappers (especially with
trampolines to allow inheriting from C++ classes from Python).
semiwrap includes a hatchling plugin that autogenerates `meson.build` files that
can be built using meson, and those build files parse your wrapped headers and
generate/compile pybind11 based wrappers into python extension modules.
Requires Python 3.8+
Documentation
-------------
Documentation can be found at https://semiwrap.readthedocs.io/
Author
------
Dustin Spicuzza is the primary author of semiwrap.
Semiwrap is a direct decendant of the robotpy-build project, and is culmination
of many years of experimentation with automated wrapper generation by members of
the RobotPy community.
semiwrap is available under the BSD 3-clause license.
| text/markdown | null | Dustin Spicuzza <robotpy@googlegroups.com> | null | null | null | null | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Programming Language :: Python :: 3 :: Only",
"Topic :: Software Development"
] | [] | null | null | >=3.8 | [] | [] | [] | [
"cxxheaderparser[pcpp]~=1.7",
"dictdiffer",
"packaging",
"pkgconf",
"pybind11-stubgen~=2.5.1",
"pybind11~=3.0.1",
"pyyaml>=5.1",
"ruamel-yaml~=0.18.16",
"sphinxify>=0.7.3",
"tomli",
"tomli-w",
"toposort",
"typing-extensions",
"validobj~=1.3.0"
] | [] | [] | [] | [
"Source code, https://github.com/robotpy/semiwrap"
] | twine/6.1.0 CPython/3.13.7 | 2026-01-16T04:02:32.628632 | semiwrap-0.2.6-py3-none-any.whl | 91,734 | f0/42/a992948020e12eae3dba08ba4cce4a2f42cd3c6293737fba78d837bac926/semiwrap-0.2.6-py3-none-any.whl | py3 | bdist_wheel | null | false | e50e990596abfdec42745d977490bf4f | d6ce64193abe8db5743ec27873d65bc53a2a7f35d3c16ce91aa8e9ea21d2d05e | f042a992948020e12eae3dba08ba4cce4a2f42cd3c6293737fba78d837bac926 | BSD-3-Clause | [
"LICENSE.txt"
] |
2.4 | shortiepy | 0.2.2 | A local-only URL shortener (˶˘ ³˘)♡ | # shortiepy 🌸
Your local URL shortener (˶˘ ³˘)♡
- 🔒 100% offline - no data leaves your machine
- 🌈 Cross-platform (Linux/macOS/Windows)
- 📋 Auto-copies short URLs to clipboard
- 🎀 Pastel colors & kaomojis everywhere!
## Installation
- **Using `pip`**
```bash
pip install shortiepy
```
## Usage
- **Add a URL**
```bash
shortiepy add https://example.com
```
- **Start server**
```bash
shortiepy serve # will run in forground
# OR
shortiepy start # will run in background
```
- **View docs**
```bash
shortiepy docs
```
## Shell Completion
Get tab-completion with **one command**:
```bash
shortiepy completion
```
> Restart your shell or reload config (`source ~/.bashrc` for bash OR `source ~/.zshrc` for zsh).
> Fish users: no restart needed!
That's it! Works for bash, zsh, and fish.
## Why
For some reason, when I’m working on things or trying to learn something new, my browser ends up filled with tons of tabs—which makes my laptop-chan angry ~ ₍^. ̫.^₎
I don’t want to close them or bookmark them. I tried manually copying URLs into a `.txt` file, but then I wished there was a simple way to turn long links into short ones I could use later.
I didn’t want to send anything online, and existing self-hosted URL shorteners felt like overkill for such a small need.
So I made this: a minimal, local-only URL shortener. It started as a single script file and isn’t perfect—but it just works! ~ ദ്ദി/ᐠ｡‸｡ᐟ\
## For Developers
Want to tinker with `shortiepy` or contribute? Here's how to set it up locally:
- Clone the repository locally and change the directory into it:
```bash
git clone https://github.com/CheapNightbot/shortiepy.git && cd shortiepy
```
- Install `shortiepy`:
```bash
# Create a virtual environment (keeps things clean!)
python -m venv .venv
# Activate it
source .venv/bin/activate # Linux/macOS
# OR
.venv\Scripts\activate # Windows
# Install in editable mode (changes reflect instantly!)
pip install -e .
```
Now you can run `shortiepy` from anywhere in your terminal!
Made a change? It’ll work immediately—no reinstall needed!
### Updating Shell Completions
If you modify CLI commands or options, regenerate completions:
```bash
./scripts/generate-completions.sh
```
> This updates the files in `shortiepy/completions/` directory.
| text/markdown | ポテト ^. .^₎ฅ | "ポテト ^. .^₎ฅ" <nya@cheapnightbot.me> | null | null | MIT | cli, shortie, shortiepy, URL shortener | [
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: End Users/Desktop",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Topic :: Utilities"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"click>=8.3.1",
"colorama>=0.4.6",
"Flask>=3.1.2",
"pyperclip>=1.11.0",
"tabulate>=0.9.0",
"waitress>=3.0.2"
] | [] | [] | [] | [
"Homepage, https://github.com/CheapNightbot/shortiepy",
"Repository, https://github.com/CheapNightbot/shortiepy.git",
"Issues, https://github.com/CheapNightbot/shortiepy/issues"
] | twine/6.1.0 CPython/3.12.9 | 2026-01-16T04:02:32.856072 | shortiepy-0.2.2-py3-none-any.whl | 11,894 | ac/76/9a4e0432466cbf446fee90b2ab3a653c23673b8bb8a49dc38069e67a4ef7/shortiepy-0.2.2-py3-none-any.whl | py3 | bdist_wheel | null | false | 45c64efade7ba5b52ba66d5f517457ec | f3a1897153653165be9efe2be08842849a5c418e692e98c29b394a5f39d8f8a4 | ac769a4e0432466cbf446fee90b2ab3a653c23673b8bb8a49dc38069e67a4ef7 | null | [
"LICENSE"
] |
2.4 | semiwrap | 0.2.6 | Semi-automated tool to wrap C++ code for use by python | semiwrap
========
semiwrap is a build tool that makes it simpler to wrap C/C++ libraries with
pybind11 by automating large portions of the wrapping process and handling some
of the more complex aspects of creating pybind11 based wrappers (especially with
trampolines to allow inheriting from C++ classes from Python).
semiwrap includes a hatchling plugin that autogenerates `meson.build` files that
can be built using meson, and those build files parse your wrapped headers and
generate/compile pybind11 based wrappers into python extension modules.
Requires Python 3.8+
Documentation
-------------
Documentation can be found at https://semiwrap.readthedocs.io/
Author
------
Dustin Spicuzza is the primary author of semiwrap.
Semiwrap is a direct decendant of the robotpy-build project, and is culmination
of many years of experimentation with automated wrapper generation by members of
the RobotPy community.
semiwrap is available under the BSD 3-clause license.
| text/markdown | null | Dustin Spicuzza <robotpy@googlegroups.com> | null | null | null | null | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"License :: OSI Approved :: BSD License",
"Programming Language :: Python :: 3 :: Only",
"Topic :: Software Development"
] | [] | null | null | >=3.8 | [] | [] | [] | [
"cxxheaderparser[pcpp]~=1.7",
"dictdiffer",
"packaging",
"pkgconf",
"pybind11-stubgen~=2.5.1",
"pybind11~=3.0.1",
"pyyaml>=5.1",
"ruamel-yaml~=0.18.16",
"sphinxify>=0.7.3",
"tomli",
"tomli-w",
"toposort",
"typing-extensions",
"validobj~=1.3.0"
] | [] | [] | [] | [
"Source code, https://github.com/robotpy/semiwrap"
] | twine/6.1.0 CPython/3.13.7 | 2026-01-16T04:02:34.185231 | semiwrap-0.2.6.tar.gz | 71,458 | 3a/64/ce773ca0beef2ae6490ba67b6087ddf2aea2aee5ee0efc042366880bec34/semiwrap-0.2.6.tar.gz | source | sdist | null | false | dee114d9251d1cded16c12333c072e9d | cc260ac824af2020f87cc95bc25e41d6486783fe886b43d846b801c034a8a0fb | 3a64ce773ca0beef2ae6490ba67b6087ddf2aea2aee5ee0efc042366880bec34 | BSD-3-Clause | [
"LICENSE.txt"
] |
2.4 | qbraid-cli | 0.12.0a3 | Command Line Interface for interacting with all parts of the qBraid platform. | <img width="full" alt="qbraid_cli" src="https://qbraid-static.s3.amazonaws.com/logos/qbraid-cli-banner.png">
[](https://docs.qbraid.com/cli/user-guide/overview)
[](https://pypi.org/project/qbraid-cli/)
[](https://pypi.org/project/qbraid-cli/)
[](https://pepy.tech/project/qbraid-cli)
[](https://github.com/qBraid/community/issues)
[](https://stackoverflow.com/questions/tagged/qbraid)
Command Line Interface for interacting with all parts of the qBraid platform.
The **qBraid CLI** is a versatile command-line interface tool designed for seamless interaction with qBraid cloud services and quantum software management tools. Initially exclusive to the [qBraid Lab](https://docs.qbraid.com/lab/user-guide/overview) platform, the CLI now supports local installations as well. This enhancement broadens access to features like [qBraid Quantum Jobs](https://docs.qbraid.com/cli/user-guide/quantum-jobs), enabling direct, pre-configured access to QPUs from IonQ, Oxford Quantum Circuits, QuEra, Rigetti, and IQM, as well as on-demand simulators from qBraid, AWS, IonQ, QuEra, and NEC. See [pricing](https://docs.qbraid.com/home/pricing) for more.
*Resources*:
- [User Guide](https://docs.qbraid.com/cli/user-guide/overview)
- [API Reference](https://docs.qbraid.com/cli/api-reference/qbraid)
## Getting Started
The qBraid-CLI comes pre-installed and pre-configured in qBraid Lab:
- [Launch qBraid Lab →](https://lab.qbraid.com/)
- [Make an account →](https://account.qbraid.com/)
For help, see qBraid Lab User Guide: [Getting Started](https://docs.qbraid.com/lab/user-guide/getting-started).
You can also install the qBraid-CLI from PyPI with:
```bash
pip install qbraid-cli
```
To manage qBraid [environments](https://docs.qbraid.com/lab/user-guide/environments) using the CLI, you must also install the `envs` extra:
```bash
pip install 'qbraid-cli[envs]'
```
## Local configuration
After installation, you must configure your account credentials to use the CLI locally:
1. Create a qBraid account or log in to your existing account by visiting
[account.qbraid.com](https://account.qbraid.com/)
2. Copy your API Key token from the left side of
your [account page](https://account.qbraid.com/):
3. Save your API key from step 2 in local [configuration file](https://docs.qbraid.com/cli/user-guide/config-files) `~/.qbraid/qbraidrc` using:
```bash
$ qbraid configure
```
For more on API keys, see [documentation](https://docs.qbraid.com/home/account#api-keys).
## Basic Commands
```bash
$ qbraid
----------------------------------
* Welcome to the qBraid CLI! *
----------------------------------
____ _ _
__ _| __ ) _ __ __ _(_) __| |
/ _` | _ \| '__/ _` | |/ _` |
| (_| | |_) | | | (_| | | (_| |
\__,_|____/|_| \__,_|_|\__,_|
|_|
- Use 'qbraid --help' to see available commands.
- Use 'qbraid --version' to see the current version.
Reference Docs: https://docs.qbraid.com/cli/api-reference/qbraid
```
A qBraid CLI command has the following structure:
```bash
$ qbraid <command> <subcommand> [options and parameters]
```
For example, to list installed environments, the command would be:
```bash
$ qbraid envs list
```
To view help documentation, use one of the following:
```bash
$ qbraid --help
$ qbraid <command> --help
$ qbraid <command> <subcommand> --help
```
For example:
```bash
$ qbraid --help
Usage: qbraid [OPTIONS] COMMAND [ARGS]...
The qBraid CLI.
Options
--version Show the version and exit.
--install-completion Install completion for the current shell.
--show-completion Show completion for the current shell, to copy it or customize the installation.
--help Show this message and exit.
Commands
account Manage qBraid account
admin CI/CD commands for qBraid maintainers.
configure Configure qBraid CLI options.
account Manage qBraid account.
chat Interact with qBraid AI chat service.
devices Manage qBraid quantum devices.
envs Manage qBraid environments.
files Manage qBraid cloud storage files.
jobs Manage qBraid quantum jobs.
kernels Manage qBraid kernels.
mcp MCP (Model Context Protocol) aggregator commands.
pip Run pip command in active qBraid environment.
```
To get the version of the qBraid CLI:
```bash
$ qbraid --version
```
## Magic Commands
You can also access the CLI directly from within [Notebooks](https://docs.qbraid.com/lab/user-guide/notebooks) using IPython [magic commands](https://ipython.readthedocs.io/en/stable/interactive/magics.html). First, configure the qBraid magic commands extension using:
```bash
$ qbraid configure magic
```
The above command can also be executed from within a Jupyter notebook using the ``!`` operator. Then, from within a notebook cell, load the qBraid magic IPython extension using:
```python
In [1]: %load_ext qbraid_magic
```
Now you can continue to use the qBraid-CLI as normal from within your Jupyter notebook using the magic ``%`` operator, e.g.
```python
In [2]: %qbraid chat -f code -p "Write a Qiskit bell circuit"
```
| text/markdown | null | qBraid Development Team <contact@qbraid.com> | null | null | null | qbraid, cli, quantum, cloud | [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Natural Language :: English",
"Intended Audience :: System Administrators",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX :: Linux",
"Programming Language :: Python",
"Programming Language :: Py... | [] | null | null | >=3.9 | [] | [] | [] | [
"typer>=0.12.1",
"rich>=10.11.0",
"click<=8.1.8",
"qbraid-core[environments]>=0.2.0a0",
"amazon-braket-sdk>=1.48.1; extra == \"jobs\"",
"qbraid-core[environments]>=0.2.0a0; extra == \"envs\"",
"qbraid-core[mcp]>=0.2.0a0; extra == \"mcp\"",
"isort; extra == \"dev\"",
"black; extra == \"dev\"",
"pyt... | [] | [] | [] | [
"Homepage, https://docs.qbraid.com/cli/user-guide/overview",
"Documentation, https://docs.qbraid.com/cli/api-reference/qbraid",
"Bug Tracker, https://github.com/qBraid/community/issues",
"Discord, https://discord.gg/KugF6Cnncm"
] | twine/6.1.0 CPython/3.13.7 | 2026-01-16T04:02:32.964228 | qbraid_cli-0.12.0a3.tar.gz | 49,433 | 0b/7a/c310cad9dee250ff488d53c232d33d4fcbc5d4f0ab6788bf63cdbc69be50/qbraid_cli-0.12.0a3.tar.gz | source | sdist | null | false | 197f757fc90fa83ad95e8c1b1a68cdc6 | 4cc3382d303321596ae77c69948cd1970e473d82135af74c302f92d3f6b2f0da | 0b7ac310cad9dee250ff488d53c232d33d4fcbc5d4f0ab6788bf63cdbc69be50 | LicenseRef-Proprietary | [
"LICENSE"
] |
2.4 | shortiepy | 0.2.2 | A local-only URL shortener (˶˘ ³˘)♡ | # shortiepy 🌸
Your local URL shortener (˶˘ ³˘)♡
- 🔒 100% offline - no data leaves your machine
- 🌈 Cross-platform (Linux/macOS/Windows)
- 📋 Auto-copies short URLs to clipboard
- 🎀 Pastel colors & kaomojis everywhere!
## Installation
- **Using `pip`**
```bash
pip install shortiepy
```
## Usage
- **Add a URL**
```bash
shortiepy add https://example.com
```
- **Start server**
```bash
shortiepy serve # will run in forground
# OR
shortiepy start # will run in background
```
- **View docs**
```bash
shortiepy docs
```
## Shell Completion
Get tab-completion with **one command**:
```bash
shortiepy completion
```
> Restart your shell or reload config (`source ~/.bashrc` for bash OR `source ~/.zshrc` for zsh).
> Fish users: no restart needed!
That's it! Works for bash, zsh, and fish.
## Why
For some reason, when I’m working on things or trying to learn something new, my browser ends up filled with tons of tabs—which makes my laptop-chan angry ~ ₍^. ̫.^₎
I don’t want to close them or bookmark them. I tried manually copying URLs into a `.txt` file, but then I wished there was a simple way to turn long links into short ones I could use later.
I didn’t want to send anything online, and existing self-hosted URL shorteners felt like overkill for such a small need.
So I made this: a minimal, local-only URL shortener. It started as a single script file and isn’t perfect—but it just works! ~ ദ്ദി/ᐠ｡‸｡ᐟ\
## For Developers
Want to tinker with `shortiepy` or contribute? Here's how to set it up locally:
- Clone the repository locally and change the directory into it:
```bash
git clone https://github.com/CheapNightbot/shortiepy.git && cd shortiepy
```
- Install `shortiepy`:
```bash
# Create a virtual environment (keeps things clean!)
python -m venv .venv
# Activate it
source .venv/bin/activate # Linux/macOS
# OR
.venv\Scripts\activate # Windows
# Install in editable mode (changes reflect instantly!)
pip install -e .
```
Now you can run `shortiepy` from anywhere in your terminal!
Made a change? It’ll work immediately—no reinstall needed!
### Updating Shell Completions
If you modify CLI commands or options, regenerate completions:
```bash
./scripts/generate-completions.sh
```
> This updates the files in `shortiepy/completions/` directory.
| text/markdown | ポテト ^. .^₎ฅ | "ポテト ^. .^₎ฅ" <nya@cheapnightbot.me> | null | null | MIT | cli, shortie, shortiepy, URL shortener | [
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: End Users/Desktop",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Topic :: Utilities"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"click>=8.3.1",
"colorama>=0.4.6",
"Flask>=3.1.2",
"pyperclip>=1.11.0",
"tabulate>=0.9.0",
"waitress>=3.0.2"
] | [] | [] | [] | [
"Homepage, https://github.com/CheapNightbot/shortiepy",
"Repository, https://github.com/CheapNightbot/shortiepy.git",
"Issues, https://github.com/CheapNightbot/shortiepy/issues"
] | twine/6.1.0 CPython/3.12.9 | 2026-01-16T04:02:35.172410 | shortiepy-0.2.2.tar.gz | 15,129 | ad/17/f43f10a0c2b9ba929432da33d663f5d169daf80b40c6fdd66634510f4b7e/shortiepy-0.2.2.tar.gz | source | sdist | null | false | 2094ea4bea38d7512c24d6f5dcb880e7 | b2327e27949db041307495296eaf7792015b22f634229b6431ebff7aa896122e | ad17f43f10a0c2b9ba929432da33d663f5d169daf80b40c6fdd66634510f4b7e | null | [
"LICENSE"
] |
2.4 | data-agent-tunnel-client | 0.1.7 | Data Agent Tunnel client - proxy local web services to public network | # Data Agent Tunnel Client
Proxy local web services to the public network through Data Agent Tunnel.
## Installation
```bash
pip install data-agent-tunnel-client
# or with uv
uv add data-agent-tunnel-client
```
## Quick Start
### Option 1: Simple Integration (Recommended)
The easiest way to connect - runs in a background thread, perfect for Flask/Django:
```python
from flask import Flask
from data_agent_tunnel_client import connect_tunnel
app = Flask(__name__)
@app.route("/")
def hello():
return "Hello from Flask!"
if __name__ == "__main__":
# Start tunnel in background
connect_tunnel(
tunnel_url="wss://...",
local_url="http://localhost:5000",
secret_key="your-secret-key", # optional
home_path="/initial_path", # optional
)
# Start Flask
app.run(port=5000)
```
### Option 2: FastAPI Integration
For FastAPI, use `create_tunnel_lifespan()`:
```python
from fastapi import FastAPI
from data_agent_tunnel_client import create_tunnel_lifespan, get_tunnel_client
lifespan=create_tunnel_lifespan(
tunnel_url="wss://...",
local_url="http://localhost:8000",
secret_key="your-secret-key", # optional
home_path="/dashboard", # optional
)
app = FastAPI(lifespan=lifespan)
@app.get("/")
async def root():
return {"message": "Hello from FastAPI!"}
@app.get("/tunnel-info")
async def tunnel_info():
client = get_tunnel_client()
return {"public_url": client.public_url if client else None}
```
## API Reference
### connect_tunnel()
Quick start function for synchronous frameworks:
```python
from data_agent_tunnel_client import connect_tunnel
runner = connect_tunnel(
tunnel_url="wss://...", # Tunnel WebSocket URL
local_url="http://...", # Local service URL
secret_key="", # Auth key (optional)
home_path="/dashboard", # Initial path appended to public URL (optional)
)
# Access connection info
print(runner.public_url)
print(runner.connected_session_id)
print(runner.is_connected)
```
**home_path parameter:**
The `home_path` parameter specifies the initial path to display after tunnel connection. This is useful when your app's entry point is not the root path.
```python
# Example: If public_url is https://xxx.com?session=abc123&_tunnel_path=,
# With home_path="/dashboard", the displayed URL will be:
# https://xxx.com?session=abc123&_tunnel_path=/dashboard
```
### create_tunnel_lifespan()
Create a lifespan context manager for FastAPI:
```python
from data_agent_tunnel_client import create_tunnel_lifespan
lifespan = create_tunnel_lifespan(
tunnel_url="wss://...", # Tunnel WebSocket URL
local_url="http://...", # Local service URL
secret_key="", # Auth key (optional)
home_path="/", # Home path for display (optional)
on_connect=None, # Connect callback (async or sync)
on_disconnect=None, # Disconnect callback (async or sync)
)
app = FastAPI(lifespan=lifespan)
```
Use `get_tunnel_client()` to access the client instance in your routes.
### TunnelRunner
For more control over the background runner:
```python
from data_agent_tunnel_client import TunnelRunner
runner = TunnelRunner(
tunnel_url="wss://...",
local_url="http://...",
secret_key="",
home_path="/",
on_connect=lambda client: print(f"Connected: {client.public_url}"),
on_disconnect=lambda client: print("Disconnected"),
)
runner.start() # Non-blocking
```
### TunnelClient
Low-level async client:
```python
from data_agent_tunnel_client import TunnelClient
client = TunnelClient(
tunnel_url: str, # Tunnel WebSocket URL
local_url: str, # Local service URL
secret_key: str = "", # Auth key (optional)
session_id: str = "", # Session ID (optional)
reconnect: bool = True, # Auto reconnect on disconnect
reconnect_interval: float = 5.0, # Reconnect interval (seconds)
ping_interval: float = 30.0, # Heartbeat interval (seconds)
request_timeout: float = 300.0, # Request timeout (seconds)
max_concurrent_requests: int = 100, # Max concurrent requests
on_connect: Callable = None, # Connect callback (async)
on_disconnect: Callable = None, # Disconnect callback (async)
)
# Properties
client.public_url # Public URL
client.connected_session_id # Session ID
client.is_connected # Connection status
# Methods
await client.connect() # Connect and start proxying
await client.disconnect() # Disconnect
```
## Proxy Support
The client automatically detects and uses system proxy settings (`http_proxy`, `https_proxy`, `socks_proxy`, etc.).
- If proxy is configured, it tries to connect via proxy first
- If proxy connection fails, it falls back to direct connection
- Use `disable_proxy=True` to skip proxy entirely
## License
MIT
| text/markdown | EigenAI | null | null | null | null | null | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Pyt... | [] | null | null | >=3.8 | [] | [] | [] | [
"websockets>=10.0",
"aiohttp>=3.8.0",
"pytest>=7.0; extra == \"dev\"",
"pytest-asyncio>=0.20; extra == \"dev\"",
"flask>=2.0.0; extra == \"examples\"",
"fastapi>=0.100.0; extra == \"examples\"",
"uvicorn>=0.20.0; extra == \"examples\""
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.10 | 2026-01-16T04:02:37.943832 | data_agent_tunnel_client-0.1.7-py3-none-any.whl | 17,341 | 92/ee/3b8978e64681f1f267432b06a35fc4704937f53df3ee9ab9f060d8a6bf70/data_agent_tunnel_client-0.1.7-py3-none-any.whl | py3 | bdist_wheel | null | false | 5dd55747fb612221c2cc2abd61c15a42 | 7c5b5ae4a6ffb57689ca966fae249c080d027ebc04dcf1d08a1dbc49ad170dbd | 92ee3b8978e64681f1f267432b06a35fc4704937f53df3ee9ab9f060d8a6bf70 | MIT | [] |
2.4 | data-agent-tunnel-client | 0.1.7 | Data Agent Tunnel client - proxy local web services to public network | # Data Agent Tunnel Client
Proxy local web services to the public network through Data Agent Tunnel.
## Installation
```bash
pip install data-agent-tunnel-client
# or with uv
uv add data-agent-tunnel-client
```
## Quick Start
### Option 1: Simple Integration (Recommended)
The easiest way to connect - runs in a background thread, perfect for Flask/Django:
```python
from flask import Flask
from data_agent_tunnel_client import connect_tunnel
app = Flask(__name__)
@app.route("/")
def hello():
return "Hello from Flask!"
if __name__ == "__main__":
# Start tunnel in background
connect_tunnel(
tunnel_url="wss://...",
local_url="http://localhost:5000",
secret_key="your-secret-key", # optional
home_path="/initial_path", # optional
)
# Start Flask
app.run(port=5000)
```
### Option 2: FastAPI Integration
For FastAPI, use `create_tunnel_lifespan()`:
```python
from fastapi import FastAPI
from data_agent_tunnel_client import create_tunnel_lifespan, get_tunnel_client
lifespan=create_tunnel_lifespan(
tunnel_url="wss://...",
local_url="http://localhost:8000",
secret_key="your-secret-key", # optional
home_path="/dashboard", # optional
)
app = FastAPI(lifespan=lifespan)
@app.get("/")
async def root():
return {"message": "Hello from FastAPI!"}
@app.get("/tunnel-info")
async def tunnel_info():
client = get_tunnel_client()
return {"public_url": client.public_url if client else None}
```
## API Reference
### connect_tunnel()
Quick start function for synchronous frameworks:
```python
from data_agent_tunnel_client import connect_tunnel
runner = connect_tunnel(
tunnel_url="wss://...", # Tunnel WebSocket URL
local_url="http://...", # Local service URL
secret_key="", # Auth key (optional)
home_path="/dashboard", # Initial path appended to public URL (optional)
)
# Access connection info
print(runner.public_url)
print(runner.connected_session_id)
print(runner.is_connected)
```
**home_path parameter:**
The `home_path` parameter specifies the initial path to display after tunnel connection. This is useful when your app's entry point is not the root path.
```python
# Example: If public_url is https://xxx.com?session=abc123&_tunnel_path=,
# With home_path="/dashboard", the displayed URL will be:
# https://xxx.com?session=abc123&_tunnel_path=/dashboard
```
### create_tunnel_lifespan()
Create a lifespan context manager for FastAPI:
```python
from data_agent_tunnel_client import create_tunnel_lifespan
lifespan = create_tunnel_lifespan(
tunnel_url="wss://...", # Tunnel WebSocket URL
local_url="http://...", # Local service URL
secret_key="", # Auth key (optional)
home_path="/", # Home path for display (optional)
on_connect=None, # Connect callback (async or sync)
on_disconnect=None, # Disconnect callback (async or sync)
)
app = FastAPI(lifespan=lifespan)
```
Use `get_tunnel_client()` to access the client instance in your routes.
### TunnelRunner
For more control over the background runner:
```python
from data_agent_tunnel_client import TunnelRunner
runner = TunnelRunner(
tunnel_url="wss://...",
local_url="http://...",
secret_key="",
home_path="/",
on_connect=lambda client: print(f"Connected: {client.public_url}"),
on_disconnect=lambda client: print("Disconnected"),
)
runner.start() # Non-blocking
```
### TunnelClient
Low-level async client:
```python
from data_agent_tunnel_client import TunnelClient
client = TunnelClient(
tunnel_url: str, # Tunnel WebSocket URL
local_url: str, # Local service URL
secret_key: str = "", # Auth key (optional)
session_id: str = "", # Session ID (optional)
reconnect: bool = True, # Auto reconnect on disconnect
reconnect_interval: float = 5.0, # Reconnect interval (seconds)
ping_interval: float = 30.0, # Heartbeat interval (seconds)
request_timeout: float = 300.0, # Request timeout (seconds)
max_concurrent_requests: int = 100, # Max concurrent requests
on_connect: Callable = None, # Connect callback (async)
on_disconnect: Callable = None, # Disconnect callback (async)
)
# Properties
client.public_url # Public URL
client.connected_session_id # Session ID
client.is_connected # Connection status
# Methods
await client.connect() # Connect and start proxying
await client.disconnect() # Disconnect
```
## Proxy Support
The client automatically detects and uses system proxy settings (`http_proxy`, `https_proxy`, `socks_proxy`, etc.).
- If proxy is configured, it tries to connect via proxy first
- If proxy connection fails, it falls back to direct connection
- Use `disable_proxy=True` to skip proxy entirely
## License
MIT
| text/markdown | EigenAI | null | null | null | null | null | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Pyt... | [] | null | null | >=3.8 | [] | [] | [] | [
"websockets>=10.0",
"aiohttp>=3.8.0",
"pytest>=7.0; extra == \"dev\"",
"pytest-asyncio>=0.20; extra == \"dev\"",
"flask>=2.0.0; extra == \"examples\"",
"fastapi>=0.100.0; extra == \"examples\"",
"uvicorn>=0.20.0; extra == \"examples\""
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.10 | 2026-01-16T04:02:39.009379 | data_agent_tunnel_client-0.1.7.tar.gz | 21,910 | 4f/41/1215e6a7a3f8e9694fc7527a8f44faf5c7bbbdafe9b054035269770925b0/data_agent_tunnel_client-0.1.7.tar.gz | source | sdist | null | false | d7a989b6087a7976e730ef728fde1143 | 0953864c7eb0e03dad46a372aafbb93880ad6b12bafeaa76aa1d2215fab32850 | 4f411215e6a7a3f8e9694fc7527a8f44faf5c7bbbdafe9b054035269770925b0 | MIT | [] |
2.4 | game-ai-arena-sdk | 0.2.3 | Python SDK for running bots on Game AI Arena | # Game AI Arena SDK
Python SDK for running bots on Game AI Arena.
## Installation
```bash
pip install game-ai-arena-sdk
```
## Configuration
Set the matchmaker URL via environment variable or pass directly:
```bash
# Environment variable (recommended)
export MATCHMAKER_URL=ws://<SERVER_ADDRESS>:9000/matchmaking/ws
# Or for tunnel mode
export MATCHMAKER_URL=wss://<YOUR_TUNNEL>.trycloudflare.com/matchmaking/ws
```
Get the correct URL from your admin.
## Getting Your Credentials
### Option A: Swagger UI
1. Open `http://<SERVER>:9000/docs` in your browser
2. Use `/api/auth/signup` to create an account
3. Click **Authorize** and enter your access token
4. Use `/api/bots/` POST to create a bot (save the `bot_api_key` - shown once!)
5. Use `/api/bots/` GET to find your bot's `id`
### Option B: curl
```bash
# Set your server URL (get this from your admin)
SERVER="http://<SERVER_ADDRESS>:9000"
# 1. Create account
curl -X POST $SERVER/api/auth/signup \
-H "Content-Type: application/json" \
-d '{"email": "you@example.com", "username": "yourname", "password": "SecurePass123"}'
# Response: {"access_token": "eyJhbG...", ...}
TOKEN="paste_your_access_token_here"
# 2. Create a bot
curl -X POST $SERVER/api/bots/ \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $TOKEN" \
-d '{"bot_name": "MyBot", "game_type": "flipflop_3x3"}'
# Response: {"message": "Bot created successfully", "bot_api_key": "..."}
# Save the bot_api_key - it's only shown once!
# 3. Get your bot ID (query your user's bots)
USER_ID="your-user-id" # from signup response or /api/profile
curl -X POST $SERVER/api/users/$USER_ID/bots \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $TOKEN" \
-d '{}'
# Find your bot in the response, copy its "id" field
```
## Quick Start
```python
import random
from game_ai_arena_sdk import Bot, start, GameType, Move, GameStateLoop
class MyBot(Bot):
async def on_move(self, state: GameStateLoop) -> Move:
piece = random.choice(state.legal_moves)
dest = random.choice(piece.valid_moves)
return Move(from_pos=piece.pos, to_pos=dest)
bot = MyBot(bot_id="YOUR_BOT_ID", api_key="YOUR_API_KEY")
# Uses MATCHMAKER_URL env var, or pass explicitly:
start(bot, GameType.FLIPFLOP_3X3)
# Or: start(bot, GameType.FLIPFLOP_3X3, matchmaker_url="ws://...")
```
## GameStateLoop
Received in `on_move`:
| Field | Description |
|-------|-------------|
| `board` | Board string representation |
| `my_side` | Your side (`"white"` / `"black"`) |
| `current_turn` | Whose turn it is |
| `legal_moves` | List of `PieceMovesInfo` you can move |
Each `PieceMovesInfo` has `name`, `pos`, and `valid_moves`.
## Hooks
All optional except `on_move`:
```python
async def on_move(self, state: GameStateLoop) -> Move # Required
async def on_ready(self) -> None # Connected to matchmaker
async def on_queue_entry(self) -> None # Joined queue
async def on_queue_exit(self) -> None # Leaving queue
async def on_match_found(self, match_id: str) -> None # Matched with opponent
async def on_room_joined(self, room_id: str) -> None # Joined game room
async def on_game_start(self, state: GameStateLoop) -> None
async def on_game_end(self, winner: str | None, state: GameStateEnd) -> None
async def on_disconnect(self, reason: str) -> None # Disconnected
```
## Multiple Bots
```python
import asyncio
from game_ai_arena_sdk import run
async def main():
await asyncio.gather(
run(MyBot("id1", "key1"), GameType.FLIPFLOP_3X3),
run(MyBot("id2", "key2"), GameType.FLIPFLOP_3X3),
)
asyncio.run(main())
```
> **Note:** Bots owned by the same user cannot be matched against each other. To test two bots locally, they must belong to different user accounts.
## Game Types
`FLIPFLOP_3X3`, `FLIPFLOP_5X5`, `FLIPFOUR`, `AMOEBA`
| text/markdown | null | null | null | null | null | null | [] | [] | null | null | >=3.11 | [] | [] | [] | [
"pydantic>=2.0",
"websockets>=12.0"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.13.9 | 2026-01-16T04:02:50.059271 | game_ai_arena_sdk-0.2.3-py3-none-any.whl | 13,011 | 6c/50/7047f373cd1ae52af3c6106a4980c397634a834217333ee0b1cfcc653faa/game_ai_arena_sdk-0.2.3-py3-none-any.whl | py3 | bdist_wheel | null | false | 59efa8610cbafbc8facd1db6b07c1075 | d5d0bb50af15b7b59b103900c16f7e9c84af8a15b70082cab8d83299f1344fa5 | 6c507047f373cd1ae52af3c6106a4980c397634a834217333ee0b1cfcc653faa | null | [] |
2.4 | x402-xrpl | 0.1.3 | XRPL implementation of x402 payments (presigned Payment scheme) with client + FastAPI/Starlette helpers | # x402 XRPL Python SDK
This package provides a small, spec‑aligned SDK for working with x402 payments over XRPL in this repository. It is designed to be reusable by both **buyer clients** (creating `PAYMENT-SIGNATURE` headers) and **seller/resource servers** (verifying and settling via a facilitator).
**Note**: The XRPL `exact` flow in this repo is the **presigned `Payment` tx blob** scheme.
For an overview of the scheme and end-to-end flow, see: `app/docs/xrpl-exact/presigned-payment/README.md`.
---
## Install (PyPI)
```bash
pip install x402-xrpl
```
Note: the PyPI name uses a hyphen, but the import name uses an underscore:
```python
import x402_xrpl
```
---
## Quickstart: Buyer Client (requests-style)
If you want the UX of `x402_requests(...)` (auto-handle 402), use `x402_xrpl.clients.requests`:
```python
import requests
from xrpl.wallet import Wallet
from x402_xrpl.clients.requests import x402_requests
from x402_xrpl.clients.base import decode_payment_response
XRPL_RPC = "https://s.altnet.rippletest.net:51234/"
RESOURCE_URL = "http://127.0.0.1:8080/xrpl-demo/resource"
wallet = Wallet.from_seed("…demo seed…")
session: requests.Session = x402_requests(
wallet,
rpc_url=XRPL_RPC,
# Optional filters so most users don't write a custom selector:
network_filter="xrpl:1",
scheme_filter="exact",
)
resp = session.get(RESOURCE_URL, timeout=180)
print(resp.status_code, resp.text)
if "PAYMENT-RESPONSE" in resp.headers:
settlement = decode_payment_response(resp.headers["PAYMENT-RESPONSE"])
print("settled tx:", settlement.get("transaction"))
```
---
## Quickstart: Protecting a FastAPI Route with `require_payment` (recommended)
To protect a route (e.g. `/ai-news`) with XRPL x402 payments using an ergonomic wrapper:
```python
from fastapi import FastAPI
from x402_xrpl.server import require_payment
app = FastAPI()
app.middleware("http")(
require_payment(
path="/ai-news",
price="1000", # XRP drops; for IOUs use the XRPL value string (e.g. "1.25")
pay_to_address="rhaDe3NBxgUSLL12N5Sxpii2xy8vSyXNG6",
network="xrpl:1",
asset="XRP",
facilitator_url="http://127.0.0.1:8011",
resource="demo:ai-news",
description="AI news feed (paid)",
)
)
```
---
**IOU notes** (non-XRP assets):
- Set `reqs.asset` to the XRPL currency code (**MUST** be 3 chars or 40-hex).
- Provide the issuer as `reqs.extra["issuer"]` (classic address).
- Set `reqs.amount` to the XRPL issued-currency `value` string (e.g. `"1"`, `"1.25"`).
If you want a human-friendly display string (or an opt-in conversion of a symbol like `"RLUSD"` into a 40-hex code), use the currency helpers:
```python
from x402_xrpl.xrpl_currency import display_currency_code, resolve_currency_code
asset = "524C555344000000000000000000000000000000"
print(display_currency_code(asset)) # "RLUSD" (best-effort)
# Opt-in convenience (only use if your app has a trusted mapping/intent):
asset_hex = resolve_currency_code("RLUSD", allow_utf8_symbol=True)
```
---
## Quickstart: Calling a Facilitator Directly
If you already have:
- A `PAYMENT-SIGNATURE` header value (`payment_header`), and
- A `PaymentRequirements` instance (`reqs`)
you can talk to the XRPL facilitator directly:
```python
from x402_xrpl.facilitator import FacilitatorClient, FacilitatorClientOptions
client = FacilitatorClient(
FacilitatorClientOptions(
base_url="http://127.0.0.1:8011",
)
)
# Optional: discover supported scheme/network pairs
supported = client.supported()
for kind in supported.kinds:
print("facilitator supports:", kind.scheme, kind.network)
# Verify
verify_result = client.verify(
payment_header=payment_header,
payment_requirements=reqs,
)
if not verify_result.is_valid:
raise RuntimeError(f"verify failed: {verify_result.invalid_reason}")
# Settle
settle_result = client.settle(
payment_header=payment_header,
payment_requirements=reqs,
)
if not settle_result.success:
raise RuntimeError(f"settle failed: {settle_result.error_reason}")
print("settled on", settle_result.network, "tx:", settle_result.transaction)
```
For async flows, use `AsyncFacilitatorClient` instead and `await` the same methods.
| text/markdown | Facilitator Team | null | null | null | null | null | [] | [] | null | null | >=3.11 | [] | [] | [] | [
"fastapi<0.116,>=0.115",
"uvicorn[standard]<0.31,>=0.30",
"xrpl-py>=4.1.0",
"pydantic<3,>=2",
"python-dotenv<2,>=1",
"requests<3,>=2",
"prometheus-client<0.22,>=0.21",
"redis<6,>=5",
"httpx>=0.28.1",
"cryptography>=45.0.6",
"openai<2,>=1"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.9 | 2026-01-16T04:02:50.537170 | x402_xrpl-0.1.3-py3-none-any.whl | 21,755 | c3/20/44b675b8fb40196e44ae5bf323a75c273dd2dfabc5637c004be1a1cb4fb6/x402_xrpl-0.1.3-py3-none-any.whl | py3 | bdist_wheel | null | false | e94ec8b75cdfaf7d6cab4b3a6ebaff69 | 981f954e1e0fce0c1344e7bcf3fb0231995f8e02c0817c3bf1943d40c17e26e0 | c32044b675b8fb40196e44ae5bf323a75c273dd2dfabc5637c004be1a1cb4fb6 | null | [] |
2.4 | x402-xrpl | 0.1.3 | XRPL implementation of x402 payments (presigned Payment scheme) with client + FastAPI/Starlette helpers | # x402 XRPL Python SDK
This package provides a small, spec‑aligned SDK for working with x402 payments over XRPL in this repository. It is designed to be reusable by both **buyer clients** (creating `PAYMENT-SIGNATURE` headers) and **seller/resource servers** (verifying and settling via a facilitator).
**Note**: The XRPL `exact` flow in this repo is the **presigned `Payment` tx blob** scheme.
For an overview of the scheme and end-to-end flow, see: `app/docs/xrpl-exact/presigned-payment/README.md`.
---
## Install (PyPI)
```bash
pip install x402-xrpl
```
Note: the PyPI name uses a hyphen, but the import name uses an underscore:
```python
import x402_xrpl
```
---
## Quickstart: Buyer Client (requests-style)
If you want the UX of `x402_requests(...)` (auto-handle 402), use `x402_xrpl.clients.requests`:
```python
import requests
from xrpl.wallet import Wallet
from x402_xrpl.clients.requests import x402_requests
from x402_xrpl.clients.base import decode_payment_response
XRPL_RPC = "https://s.altnet.rippletest.net:51234/"
RESOURCE_URL = "http://127.0.0.1:8080/xrpl-demo/resource"
wallet = Wallet.from_seed("…demo seed…")
session: requests.Session = x402_requests(
wallet,
rpc_url=XRPL_RPC,
# Optional filters so most users don't write a custom selector:
network_filter="xrpl:1",
scheme_filter="exact",
)
resp = session.get(RESOURCE_URL, timeout=180)
print(resp.status_code, resp.text)
if "PAYMENT-RESPONSE" in resp.headers:
settlement = decode_payment_response(resp.headers["PAYMENT-RESPONSE"])
print("settled tx:", settlement.get("transaction"))
```
---
## Quickstart: Protecting a FastAPI Route with `require_payment` (recommended)
To protect a route (e.g. `/ai-news`) with XRPL x402 payments using an ergonomic wrapper:
```python
from fastapi import FastAPI
from x402_xrpl.server import require_payment
app = FastAPI()
app.middleware("http")(
require_payment(
path="/ai-news",
price="1000", # XRP drops; for IOUs use the XRPL value string (e.g. "1.25")
pay_to_address="rhaDe3NBxgUSLL12N5Sxpii2xy8vSyXNG6",
network="xrpl:1",
asset="XRP",
facilitator_url="http://127.0.0.1:8011",
resource="demo:ai-news",
description="AI news feed (paid)",
)
)
```
---
**IOU notes** (non-XRP assets):
- Set `reqs.asset` to the XRPL currency code (**MUST** be 3 chars or 40-hex).
- Provide the issuer as `reqs.extra["issuer"]` (classic address).
- Set `reqs.amount` to the XRPL issued-currency `value` string (e.g. `"1"`, `"1.25"`).
If you want a human-friendly display string (or an opt-in conversion of a symbol like `"RLUSD"` into a 40-hex code), use the currency helpers:
```python
from x402_xrpl.xrpl_currency import display_currency_code, resolve_currency_code
asset = "524C555344000000000000000000000000000000"
print(display_currency_code(asset)) # "RLUSD" (best-effort)
# Opt-in convenience (only use if your app has a trusted mapping/intent):
asset_hex = resolve_currency_code("RLUSD", allow_utf8_symbol=True)
```
---
## Quickstart: Calling a Facilitator Directly
If you already have:
- A `PAYMENT-SIGNATURE` header value (`payment_header`), and
- A `PaymentRequirements` instance (`reqs`)
you can talk to the XRPL facilitator directly:
```python
from x402_xrpl.facilitator import FacilitatorClient, FacilitatorClientOptions
client = FacilitatorClient(
FacilitatorClientOptions(
base_url="http://127.0.0.1:8011",
)
)
# Optional: discover supported scheme/network pairs
supported = client.supported()
for kind in supported.kinds:
print("facilitator supports:", kind.scheme, kind.network)
# Verify
verify_result = client.verify(
payment_header=payment_header,
payment_requirements=reqs,
)
if not verify_result.is_valid:
raise RuntimeError(f"verify failed: {verify_result.invalid_reason}")
# Settle
settle_result = client.settle(
payment_header=payment_header,
payment_requirements=reqs,
)
if not settle_result.success:
raise RuntimeError(f"settle failed: {settle_result.error_reason}")
print("settled on", settle_result.network, "tx:", settle_result.transaction)
```
For async flows, use `AsyncFacilitatorClient` instead and `await` the same methods.
| text/markdown | Facilitator Team | null | null | null | null | null | [] | [] | null | null | >=3.11 | [] | [] | [] | [
"fastapi<0.116,>=0.115",
"uvicorn[standard]<0.31,>=0.30",
"xrpl-py>=4.1.0",
"pydantic<3,>=2",
"python-dotenv<2,>=1",
"requests<3,>=2",
"prometheus-client<0.22,>=0.21",
"redis<6,>=5",
"httpx>=0.28.1",
"cryptography>=45.0.6",
"openai<2,>=1"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.9 | 2026-01-16T04:02:51.772549 | x402_xrpl-0.1.3.tar.gz | 29,045 | d4/fa/e5d760e754b56653c7a834eaf23b99fb613a0756a3e5fda9582ddcb78294/x402_xrpl-0.1.3.tar.gz | source | sdist | null | false | b8c45e27fbba9c7f004877deabf81859 | 7f8512a8b9191542c098845589fe9e1e2d7b2d723168ea7cd2cfb680c3314e47 | d4fae5d760e754b56653c7a834eaf23b99fb613a0756a3e5fda9582ddcb78294 | null | [] |
2.4 | game-ai-arena-sdk | 0.2.3 | Python SDK for running bots on Game AI Arena | # Game AI Arena SDK
Python SDK for running bots on Game AI Arena.
## Installation
```bash
pip install game-ai-arena-sdk
```
## Configuration
Set the matchmaker URL via environment variable or pass directly:
```bash
# Environment variable (recommended)
export MATCHMAKER_URL=ws://<SERVER_ADDRESS>:9000/matchmaking/ws
# Or for tunnel mode
export MATCHMAKER_URL=wss://<YOUR_TUNNEL>.trycloudflare.com/matchmaking/ws
```
Get the correct URL from your admin.
## Getting Your Credentials
### Option A: Swagger UI
1. Open `http://<SERVER>:9000/docs` in your browser
2. Use `/api/auth/signup` to create an account
3. Click **Authorize** and enter your access token
4. Use `/api/bots/` POST to create a bot (save the `bot_api_key` - shown once!)
5. Use `/api/bots/` GET to find your bot's `id`
### Option B: curl
```bash
# Set your server URL (get this from your admin)
SERVER="http://<SERVER_ADDRESS>:9000"
# 1. Create account
curl -X POST $SERVER/api/auth/signup \
-H "Content-Type: application/json" \
-d '{"email": "you@example.com", "username": "yourname", "password": "SecurePass123"}'
# Response: {"access_token": "eyJhbG...", ...}
TOKEN="paste_your_access_token_here"
# 2. Create a bot
curl -X POST $SERVER/api/bots/ \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $TOKEN" \
-d '{"bot_name": "MyBot", "game_type": "flipflop_3x3"}'
# Response: {"message": "Bot created successfully", "bot_api_key": "..."}
# Save the bot_api_key - it's only shown once!
# 3. Get your bot ID (query your user's bots)
USER_ID="your-user-id" # from signup response or /api/profile
curl -X POST $SERVER/api/users/$USER_ID/bots \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $TOKEN" \
-d '{}'
# Find your bot in the response, copy its "id" field
```
## Quick Start
```python
import random
from game_ai_arena_sdk import Bot, start, GameType, Move, GameStateLoop
class MyBot(Bot):
async def on_move(self, state: GameStateLoop) -> Move:
piece = random.choice(state.legal_moves)
dest = random.choice(piece.valid_moves)
return Move(from_pos=piece.pos, to_pos=dest)
bot = MyBot(bot_id="YOUR_BOT_ID", api_key="YOUR_API_KEY")
# Uses MATCHMAKER_URL env var, or pass explicitly:
start(bot, GameType.FLIPFLOP_3X3)
# Or: start(bot, GameType.FLIPFLOP_3X3, matchmaker_url="ws://...")
```
## GameStateLoop
Received in `on_move`:
| Field | Description |
|-------|-------------|
| `board` | Board string representation |
| `my_side` | Your side (`"white"` / `"black"`) |
| `current_turn` | Whose turn it is |
| `legal_moves` | List of `PieceMovesInfo` you can move |
Each `PieceMovesInfo` has `name`, `pos`, and `valid_moves`.
## Hooks
All optional except `on_move`:
```python
async def on_move(self, state: GameStateLoop) -> Move # Required
async def on_ready(self) -> None # Connected to matchmaker
async def on_queue_entry(self) -> None # Joined queue
async def on_queue_exit(self) -> None # Leaving queue
async def on_match_found(self, match_id: str) -> None # Matched with opponent
async def on_room_joined(self, room_id: str) -> None # Joined game room
async def on_game_start(self, state: GameStateLoop) -> None
async def on_game_end(self, winner: str | None, state: GameStateEnd) -> None
async def on_disconnect(self, reason: str) -> None # Disconnected
```
## Multiple Bots
```python
import asyncio
from game_ai_arena_sdk import run
async def main():
await asyncio.gather(
run(MyBot("id1", "key1"), GameType.FLIPFLOP_3X3),
run(MyBot("id2", "key2"), GameType.FLIPFLOP_3X3),
)
asyncio.run(main())
```
> **Note:** Bots owned by the same user cannot be matched against each other. To test two bots locally, they must belong to different user accounts.
## Game Types
`FLIPFLOP_3X3`, `FLIPFLOP_5X5`, `FLIPFOUR`, `AMOEBA`
| text/markdown | null | null | null | null | null | null | [] | [] | null | null | >=3.11 | [] | [] | [] | [
"pydantic>=2.0",
"websockets>=12.0"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.13.9 | 2026-01-16T04:02:51.252056 | game_ai_arena_sdk-0.2.3.tar.gz | 6,397 | b4/cb/badd9631eb456ff368fb2a727c48dd6f5865acc0726dee0094347e1ba5a6/game_ai_arena_sdk-0.2.3.tar.gz | source | sdist | null | false | c99a00b1d7779dfbd45ae5afa6c03a0f | 806aa4ae5e7e009ff71283a56ee240091bbf8e0cf0184ef780526ffbd5c3c45f | b4cbbadd9631eb456ff368fb2a727c48dd6f5865acc0726dee0094347e1ba5a6 | null | [] |
2.1 | odoo-addon-sale-company-currency | 18.0.1.0.0.4 | Company Currency in Sale Orders | ===============================
Company Currency in Sale Orders
===============================
..
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!! This file is generated by oca-gen-addon-readme !!
!! changes will be overwritten. !!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!! source digest: sha256:eb60ec552037f8e7a8800452eafaeebb7117c51424f31b9f17790d41e48d596d
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
.. |badge1| image:: https://img.shields.io/badge/maturity-Beta-yellow.png
:target: https://odoo-community.org/page/development-status
:alt: Beta
.. |badge2| image:: https://img.shields.io/badge/licence-AGPL--3-blue.png
:target: http://www.gnu.org/licenses/agpl-3.0-standalone.html
:alt: License: AGPL-3
.. |badge3| image:: https://img.shields.io/badge/github-OCA%2Fsale--workflow-lightgray.png?logo=github
:target: https://github.com/OCA/sale-workflow/tree/18.0/sale_company_currency
:alt: OCA/sale-workflow
.. |badge4| image:: https://img.shields.io/badge/weblate-Translate%20me-F47D42.png
:target: https://translation.odoo-community.org/projects/sale-workflow-18-0/sale-workflow-18-0-sale_company_currency
:alt: Translate me on Weblate
.. |badge5| image:: https://img.shields.io/badge/runboat-Try%20me-875A7B.png
:target: https://runboat.odoo-community.org/builds?repo=OCA/sale-workflow&target_branch=18.0
:alt: Try me on Runboat
|badge1| |badge2| |badge3| |badge4| |badge5|
This module adds functional fields to show sale order in the company
currency: amount total.
1. For tree view, when you have SO in multiple currencies, Odoo sums
them up regardless the different currencies. This module adds a
column & sums in the company's currency.
2. The field is also shown in form view after the total.
**Table of contents**
.. contents::
:local:
Bug Tracker
===========
Bugs are tracked on `GitHub Issues <https://github.com/OCA/sale-workflow/issues>`_.
In case of trouble, please check there if your issue has already been reported.
If you spotted it first, help us to smash it by providing a detailed and welcomed
`feedback <https://github.com/OCA/sale-workflow/issues/new?body=module:%20sale_company_currency%0Aversion:%2018.0%0A%0A**Steps%20to%20reproduce**%0A-%20...%0A%0A**Current%20behavior**%0A%0A**Expected%20behavior**>`_.
Do not contact contributors directly about support or help with technical issues.
Credits
=======
Authors
-------
* Camptocamp
Contributors
------------
- Denis Leemann <denis.leemann@camptocamp.com>
- Alexei Rivera <arivera@archeti.com>
Maintainers
-----------
This module is maintained by the OCA.
.. image:: https://odoo-community.org/logo.png
:alt: Odoo Community Association
:target: https://odoo-community.org
OCA, or the Odoo Community Association, is a nonprofit organization whose
mission is to support the collaborative development of Odoo features and
promote its widespread use.
This module is part of the `OCA/sale-workflow <https://github.com/OCA/sale-workflow/tree/18.0/sale_company_currency>`_ project on GitHub.
You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute.
| text/x-rst | Camptocamp, Odoo Community Association (OCA) | support@odoo-community.org | null | null | AGPL-3 | null | [
"Programming Language :: Python",
"Framework :: Odoo",
"Framework :: Odoo :: 18.0",
"License :: OSI Approved :: GNU Affero General Public License v3"
] | [] | https://github.com/OCA/sale-workflow | null | >=3.10 | [] | [] | [] | [
"odoo==18.0.*"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.3 | 2026-01-16T04:04:07.766147 | odoo_addon_sale_company_currency-18.0.1.0.0.4-py3-none-any.whl | 42,559 | 38/ef/f065308b48a6b8506ee79e438c503841f988bc29cb1d431e8f8440d475fe/odoo_addon_sale_company_currency-18.0.1.0.0.4-py3-none-any.whl | py3 | bdist_wheel | null | false | 9edd417e3765dd6ab920efdedda59d3e | 7a818d5908ea2e95db8041c7bdaa84f9b6e3a9cdca35b55c509eeabe0dd151b5 | 38eff065308b48a6b8506ee79e438c503841f988bc29cb1d431e8f8440d475fe | null | [] |
2.4 | litestar-start | 0.1.0a11 | Interactive CLI to scaffold fullstack projects with modular choices | # Litestar Start
Interactive CLI to scaffold production-ready Python backend projects.
## Installation
```bash
uvx litestar-start
```
| text/markdown | null | Harshal Laheri <harshal@harshallaheri.me> | null | null | null | cli, fullstack, generator, litestar, scaffolding, template | [
"Development Status :: 3 - Alpha",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.13",
"Topic :: Software Development :: Code Generators"
] | [] | null | null | >=3.13 | [] | [] | [] | [
"jinja2>=3.1.6",
"msgspec>=0.20.0",
"questionary>=2.1.1",
"rich>=14.2.0"
] | [] | [] | [] | [
"Documentation, https://github.com/Harshal6927/litestar-start#readme",
"Issues, https://github.com/Harshal6927/litestar-start/issues",
"Source, https://github.com/Harshal6927/litestar-start"
] | twine/6.1.0 CPython/3.13.7 | 2026-01-16T04:04:47.549156 | litestar_start-0.1.0a11-py3-none-any.whl | 22,017 | e1/00/d263c008c6583d890f2a6b1c405308f2b2b1163cbbbf8c42def2c62a72ec/litestar_start-0.1.0a11-py3-none-any.whl | py3 | bdist_wheel | null | false | 6ed9e49ab4e315390d20bd2e4f02acd3 | 052aba794188c79321f4fabef370fef506d2254df667391621b8ce4a63560630 | e100d263c008c6583d890f2a6b1c405308f2b2b1163cbbbf8c42def2c62a72ec | MIT | [
"LICENSE"
] |
2.4 | chromedriver-binary | 146.0.7635.0.0 | Installer for chromedriver. | # chromedriver-binary
Downloads and installs the [chromedriver](https://sites.google.com/a/chromium.org/chromedriver/) binary version 146.0.7635.0 for automated testing of webapps. The installer supports Linux, MacOS and Windows operating systems.
Alternatively the package [chromedriver-binary-auto](https://pypi.org/project/chromedriver-binary-auto/) can be used to automatically detect the latest chromedriver version required for the installed Chrome/Chromium browser.
## Installation
### Latest and fixed versions
#### From PyPI
```
pip install chromedriver-binary
```
#### From GitHub
```
pip install git+https://github.com/danielkaiser/python-chromedriver-binary.git
```
### Automatically detected versions
Please make sure to install Chrome or Chromium first and add the browser to the binary search path.
#### From PyPI
```
pip install chromedriver-binary-auto
```
To redetect the required version and install the newest suitable chromedriver after the first installation simply reinstall the package using
```
pip install --upgrade --force-reinstall chromedriver-binary-auto
```
#### From GitHub
```
pip install git+https://github.com/danielkaiser/python-chromedriver-binary.git@chromedriver-binary-auto
```
If the installed chromedriver version does not match your browser's version please try to [empty pip's cache](https://pip.pypa.io/en/stable/cli/pip_cache/) or disable the cache during (re-)installation.
## Usage
To use chromedriver just `import chromedriver_binary`. This will add the executable to your PATH so it will be found. You can also get the absolute filename of the binary with `chromedriver_binary.chromedriver_filename`.
### Example
```
from selenium import webdriver
import chromedriver_binary # Adds chromedriver binary to path
driver = webdriver.Chrome()
driver.get("http://www.python.org")
assert "Python" in driver.title
```
### Exporting chromedriver binary path
This package installs a small shell script `chromedriver-path` to easily set and export the PATH variable:
```
$ export PATH=$PATH:`chromedriver-path`
```
| text/markdown | Daniel Kaiser | daniel.kaiser94@gmail.com | null | null | MIT | chromedriver chrome browser selenium splinter | [
"Development Status :: 5 - Production/Stable",
"Topic :: Software Development :: Testing",
"Topic :: System :: Installation/Setup",
"Topic :: Software Development :: Libraries :: Python Modules",
"License :: OSI Approved :: MIT License"
] | [] | https://github.com/danielkaiser/python-chromedriver-binary | null | null | [] | [] | [] | [] | [] | [] | [] | [] | twine/6.2.0 CPython/3.14.2 | 2026-01-16T04:04:48.676454 | chromedriver_binary-146.0.7635.0.0.tar.gz | 5,644 | 71/27/73f18e64145ab5cbe3da88da278aa75560f589d1b6ca16e06cdd64a1e385/chromedriver_binary-146.0.7635.0.0.tar.gz | source | sdist | null | false | 95b5b238cddcc219af49da927bd60201 | 91644789b908cab8f962009799e52a5b107c6f7d907caaf419ee9e1ebfd17d9c | 712773f18e64145ab5cbe3da88da278aa75560f589d1b6ca16e06cdd64a1e385 | null | [
"LICENSE"
] |
2.4 | litestar-start | 0.1.0a11 | Interactive CLI to scaffold fullstack projects with modular choices | # Litestar Start
Interactive CLI to scaffold production-ready Python backend projects.
## Installation
```bash
uvx litestar-start
```
| text/markdown | null | Harshal Laheri <harshal@harshallaheri.me> | null | null | null | cli, fullstack, generator, litestar, scaffolding, template | [
"Development Status :: 3 - Alpha",
"Environment :: Console",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.13",
"Topic :: Software Development :: Code Generators"
] | [] | null | null | >=3.13 | [] | [] | [] | [
"jinja2>=3.1.6",
"msgspec>=0.20.0",
"questionary>=2.1.1",
"rich>=14.2.0"
] | [] | [] | [] | [
"Documentation, https://github.com/Harshal6927/litestar-start#readme",
"Issues, https://github.com/Harshal6927/litestar-start/issues",
"Source, https://github.com/Harshal6927/litestar-start"
] | twine/6.1.0 CPython/3.13.7 | 2026-01-16T04:04:49.023124 | litestar_start-0.1.0a11.tar.gz | 12,492 | 7c/6d/9ca1be709a0f30a42db68d432cb00d9f741fe4576f32c7fa49e290aa51a8/litestar_start-0.1.0a11.tar.gz | source | sdist | null | false | 9576fd87601cc06e9463a12aaf598708 | 3396a3e839b87eada6d29633c278c357f9d7972eeeb779794efddf8af07427b3 | 7c6d9ca1be709a0f30a42db68d432cb00d9f741fe4576f32c7fa49e290aa51a8 | MIT | [
"LICENSE"
] |
2.4 | agentberlin | 0.8.0 | Python SDK for Agent Berlin - AI-powered SEO and AEO automation | # Agent Berlin Python SDK
Official Python SDK for [Agent Berlin](https://agentberlin.ai) - AI-powered SEO and AEO automation.
## Installation
```bash
pip install agentberlin
```
## Quick Start
```python
from agentberlin import AgentBerlin
# Set your API token as an environment variable
# export AGENTBERLIN_TOKEN="your-token-here"
client = AgentBerlin()
# Get analytics for your project
analytics = client.analytics.get(project_domain="example.com")
print(f"Visibility: {analytics.visibility.current_percentage}%")
print(f"LLM Sessions: {analytics.traffic.llm_sessions}")
# Search for pages
pages = client.pages.search(
project_domain="example.com",
query="SEO best practices",
limit=10
)
for page in pages.pages:
print(f" - {page.title}: {page.url}")
# Search for keywords
keywords = client.keywords.search(
project_domain="example.com",
query="digital marketing"
)
for kw in keywords.keywords:
print(f" - {kw.keyword} (volume: {kw.volume})")
# Get page details
page = client.pages.get(
project_domain="example.com",
url="https://example.com/blog/seo-tips"
)
print(f"Title: {page.title}")
print(f"H1: {page.h1}")
# Get brand profile
profile = client.brand.get_profile(project_domain="example.com")
print(f"Domain Authority: {profile.domain_authority}")
# Update brand profile
client.brand.update_profile(
project_domain="example.com",
field="competitors",
value="competitor.com",
mode="add"
)
# Fetch SERP results
serp = client.serp.fetch(query="best seo tools", max_results=5)
for result in serp.results:
print(f" - {result.title}: {result.url}")
```
## Authentication
The SDK requires an API token. Set it as an environment variable:
```bash
export AGENTBERLIN_TOKEN="your-token-here"
```
Or pass it directly:
```python
client = AgentBerlin(token="your-token-here")
```
## Configuration
```python
client = AgentBerlin(
token="your-token", # Optional if AGENTBERLIN_TOKEN env var is set
base_url="https://...", # Optional, defaults to production API
timeout=30, # Request timeout in seconds
)
```
## Resources
### Analytics
```python
client.analytics.get(project_domain="example.com")
```
### Pages
```python
client.pages.search(project_domain, query, domain=None, limit=10, status_code=None, topic=None, page_type=None)
client.pages.get(project_domain, url, content_length=0)
```
### Keywords
```python
client.keywords.search(project_domain, query, limit=10)
```
### Brand
```python
client.brand.get_profile(project_domain)
client.brand.update_profile(project_domain, field, value, mode="add")
```
### SERP
```python
client.serp.fetch(query, max_results=10, country=None, language=None)
```
## Error Handling
```python
from agentberlin import AgentBerlin
from agentberlin.exceptions import (
AgentBerlinError,
AgentBerlinAuthenticationError,
AgentBerlinNotFoundError,
AgentBerlinRateLimitError,
)
client = AgentBerlin()
try:
analytics = client.analytics.get(project_domain="example.com")
except AgentBerlinAuthenticationError:
print("Invalid or missing API token")
except AgentBerlinNotFoundError:
print("Domain not found")
except AgentBerlinRateLimitError as e:
print(f"Rate limited. Retry after {e.retry_after} seconds")
except AgentBerlinError as e:
print(f"API error: {e.message}")
```
## License
MIT License - see [LICENSE](LICENSE) for details.
| text/markdown | null | Agent Berlin <support@agentberlin.ai> | null | null | MIT | aeo, ai, analytics, optimization, search, seo | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Py... | [] | null | null | >=3.9 | [] | [] | [] | [
"pydantic>=2.0.0",
"requests>=2.28.0",
"black>=24.0.0; extra == \"dev\"",
"isort>=5.13.0; extra == \"dev\"",
"mypy>=1.8.0; extra == \"dev\"",
"pytest-cov>=4.1.0; extra == \"dev\"",
"pytest>=8.0.0; extra == \"dev\"",
"responses>=0.25.0; extra == \"dev\"",
"types-requests>=2.31.0; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://agentberlin.ai",
"Documentation, https://docs.agentberlin.ai/sdk/python",
"Repository, https://github.com/boat-builder/berlin"
] | uv/0.5.14 | 2026-01-16T04:04:49.153482 | agentberlin-0.8.0-py3-none-any.whl | 15,978 | c4/7c/73f6d8cf88fa58c0531943d1d0793e6ca628cef8d40634244b28d4689b6d/agentberlin-0.8.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 42f001a4edf2a157e93d65fa480fd2a3 | 27eed37b5b66320e90d49d314b9113d655af56119a337ac93df08d370306f192 | c47c73f6d8cf88fa58c0531943d1d0793e6ca628cef8d40634244b28d4689b6d | null | [
"LICENSE"
] |
2.4 | agentberlin | 0.8.0 | Python SDK for Agent Berlin - AI-powered SEO and AEO automation | # Agent Berlin Python SDK
Official Python SDK for [Agent Berlin](https://agentberlin.ai) - AI-powered SEO and AEO automation.
## Installation
```bash
pip install agentberlin
```
## Quick Start
```python
from agentberlin import AgentBerlin
# Set your API token as an environment variable
# export AGENTBERLIN_TOKEN="your-token-here"
client = AgentBerlin()
# Get analytics for your project
analytics = client.analytics.get(project_domain="example.com")
print(f"Visibility: {analytics.visibility.current_percentage}%")
print(f"LLM Sessions: {analytics.traffic.llm_sessions}")
# Search for pages
pages = client.pages.search(
project_domain="example.com",
query="SEO best practices",
limit=10
)
for page in pages.pages:
print(f" - {page.title}: {page.url}")
# Search for keywords
keywords = client.keywords.search(
project_domain="example.com",
query="digital marketing"
)
for kw in keywords.keywords:
print(f" - {kw.keyword} (volume: {kw.volume})")
# Get page details
page = client.pages.get(
project_domain="example.com",
url="https://example.com/blog/seo-tips"
)
print(f"Title: {page.title}")
print(f"H1: {page.h1}")
# Get brand profile
profile = client.brand.get_profile(project_domain="example.com")
print(f"Domain Authority: {profile.domain_authority}")
# Update brand profile
client.brand.update_profile(
project_domain="example.com",
field="competitors",
value="competitor.com",
mode="add"
)
# Fetch SERP results
serp = client.serp.fetch(query="best seo tools", max_results=5)
for result in serp.results:
print(f" - {result.title}: {result.url}")
```
## Authentication
The SDK requires an API token. Set it as an environment variable:
```bash
export AGENTBERLIN_TOKEN="your-token-here"
```
Or pass it directly:
```python
client = AgentBerlin(token="your-token-here")
```
## Configuration
```python
client = AgentBerlin(
token="your-token", # Optional if AGENTBERLIN_TOKEN env var is set
base_url="https://...", # Optional, defaults to production API
timeout=30, # Request timeout in seconds
)
```
## Resources
### Analytics
```python
client.analytics.get(project_domain="example.com")
```
### Pages
```python
client.pages.search(project_domain, query, domain=None, limit=10, status_code=None, topic=None, page_type=None)
client.pages.get(project_domain, url, content_length=0)
```
### Keywords
```python
client.keywords.search(project_domain, query, limit=10)
```
### Brand
```python
client.brand.get_profile(project_domain)
client.brand.update_profile(project_domain, field, value, mode="add")
```
### SERP
```python
client.serp.fetch(query, max_results=10, country=None, language=None)
```
## Error Handling
```python
from agentberlin import AgentBerlin
from agentberlin.exceptions import (
AgentBerlinError,
AgentBerlinAuthenticationError,
AgentBerlinNotFoundError,
AgentBerlinRateLimitError,
)
client = AgentBerlin()
try:
analytics = client.analytics.get(project_domain="example.com")
except AgentBerlinAuthenticationError:
print("Invalid or missing API token")
except AgentBerlinNotFoundError:
print("Domain not found")
except AgentBerlinRateLimitError as e:
print(f"Rate limited. Retry after {e.retry_after} seconds")
except AgentBerlinError as e:
print(f"API error: {e.message}")
```
## License
MIT License - see [LICENSE](LICENSE) for details.
| text/markdown | null | Agent Berlin <support@agentberlin.ai> | null | null | MIT | aeo, ai, analytics, optimization, search, seo | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Py... | [] | null | null | >=3.9 | [] | [] | [] | [
"pydantic>=2.0.0",
"requests>=2.28.0",
"black>=24.0.0; extra == \"dev\"",
"isort>=5.13.0; extra == \"dev\"",
"mypy>=1.8.0; extra == \"dev\"",
"pytest-cov>=4.1.0; extra == \"dev\"",
"pytest>=8.0.0; extra == \"dev\"",
"responses>=0.25.0; extra == \"dev\"",
"types-requests>=2.31.0; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://agentberlin.ai",
"Documentation, https://docs.agentberlin.ai/sdk/python",
"Repository, https://github.com/boat-builder/berlin"
] | uv/0.5.14 | 2026-01-16T04:04:51.177153 | agentberlin-0.8.0.tar.gz | 12,435 | a3/bf/55b7294f71fccd13dcf1f9a4719ac6e2e246c960b65485f05b6b898d984d/agentberlin-0.8.0.tar.gz | source | sdist | null | false | 32224fb807723ec579e9ece776d93b8a | 6c27765847fd6f19ba72c7a657dfb76eb3305bd4faac2598d04e53da55d7017f | a3bf55b7294f71fccd13dcf1f9a4719ac6e2e246c960b65485f05b6b898d984d | null | [
"LICENSE"
] |
2.4 | kan-linear | 1.0.0 | A KANLinear layer implementation using PyTorch | # KANLinear
A PyTorch implementation of the KANLinear layer.
## Installation
```bash
pip install git+https://github.com/dillfrescott/kan_linear
```
## Usage
```python
from kan_linear import KANLinear
import torch
model = KANLinear(in_features=10, out_features=5)
x = torch.randn(1, 10)
output = model(x)
print(output.shape)
```
| text/markdown | null | Cross <cross@dill.moe> | null | null | null | null | [
"Programming Language :: Python :: 3",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent"
] | [] | null | null | >=3.7 | [] | [] | [] | [
"torch"
] | [] | [] | [] | [
"Homepage, https://github.com/dillfrescott/kan_linear"
] | twine/6.2.0 CPython/3.13.9 | 2026-01-16T04:05:10.161185 | kan_linear-1.0.0-py3-none-any.whl | 3,632 | 6b/af/b97fce1d2b2610063dab770b424440d166949eb583605547790777872e3a/kan_linear-1.0.0-py3-none-any.whl | py3 | bdist_wheel | null | false | ba4de7c1ba21ec90b4fe382f5eadb67b | 0d4bb5ac9a81a22459f42680f36727542a59173c0d4efb9447beb0c7c1b6a8f2 | 6bafb97fce1d2b2610063dab770b424440d166949eb583605547790777872e3a | null | [
"LICENSE"
] |
2.4 | kan-linear | 1.0.0 | A KANLinear layer implementation using PyTorch | # KANLinear
A PyTorch implementation of the KANLinear layer.
## Installation
```bash
pip install git+https://github.com/dillfrescott/kan_linear
```
## Usage
```python
from kan_linear import KANLinear
import torch
model = KANLinear(in_features=10, out_features=5)
x = torch.randn(1, 10)
output = model(x)
print(output.shape)
```
| text/markdown | null | Cross <cross@dill.moe> | null | null | null | null | [
"Programming Language :: Python :: 3",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent"
] | [] | null | null | >=3.7 | [] | [] | [] | [
"torch"
] | [] | [] | [] | [
"Homepage, https://github.com/dillfrescott/kan_linear"
] | twine/6.2.0 CPython/3.13.9 | 2026-01-16T04:05:11.574178 | kan_linear-1.0.0.tar.gz | 3,229 | f1/0b/29d30bb943c03c656bc265c1c40356068ec546220afa42ccdb62ba612cad/kan_linear-1.0.0.tar.gz | source | sdist | null | false | e4deab384aea4af68583cc03fa129cc1 | 75d14ca1935fe36d7e54a254dd1eff9dd3d5904cf810c28f27da79354ea0485c | f10b29d30bb943c03c656bc265c1c40356068ec546220afa42ccdb62ba612cad | null | [
"LICENSE"
] |
2.4 | agentberlin | 0.9.0 | Python SDK for Agent Berlin - AI-powered SEO and AEO automation | # Agent Berlin Python SDK
Official Python SDK for [Agent Berlin](https://agentberlin.ai) - AI-powered SEO and AEO automation.
## Installation
```bash
pip install agentberlin
```
## Quick Start
```python
from agentberlin import AgentBerlin
# Set your API token as an environment variable
# export AGENTBERLIN_TOKEN="your-token-here"
client = AgentBerlin()
# Get analytics for your project
analytics = client.analytics.get(project_domain="example.com")
print(f"Visibility: {analytics.visibility.current_percentage}%")
print(f"LLM Sessions: {analytics.traffic.llm_sessions}")
# Search for pages
pages = client.pages.search(
project_domain="example.com",
query="SEO best practices",
limit=10
)
for page in pages.pages:
print(f" - {page.title}: {page.url}")
# Search for keywords
keywords = client.keywords.search(
project_domain="example.com",
query="digital marketing"
)
for kw in keywords.keywords:
print(f" - {kw.keyword} (volume: {kw.volume})")
# Get page details
page = client.pages.get(
project_domain="example.com",
url="https://example.com/blog/seo-tips"
)
print(f"Title: {page.title}")
print(f"H1: {page.h1}")
# Get brand profile
profile = client.brand.get_profile(project_domain="example.com")
print(f"Domain Authority: {profile.domain_authority}")
# Update brand profile
client.brand.update_profile(
project_domain="example.com",
field="competitors",
value="competitor.com",
mode="add"
)
# Fetch SERP results
serp = client.serp.fetch(query="best seo tools", max_results=5)
for result in serp.results:
print(f" - {result.title}: {result.url}")
```
## Authentication
The SDK requires an API token. Set it as an environment variable:
```bash
export AGENTBERLIN_TOKEN="your-token-here"
```
Or pass it directly:
```python
client = AgentBerlin(token="your-token-here")
```
## Configuration
```python
client = AgentBerlin(
token="your-token", # Optional if AGENTBERLIN_TOKEN env var is set
base_url="https://...", # Optional, defaults to production API
timeout=30, # Request timeout in seconds
)
```
## Resources
### Analytics
```python
client.analytics.get(project_domain="example.com")
```
### Pages
```python
client.pages.search(project_domain, query, domain=None, limit=10, status_code=None, topic=None, page_type=None)
client.pages.get(project_domain, url, content_length=0)
```
### Keywords
```python
client.keywords.search(project_domain, query, limit=10)
```
### Brand
```python
client.brand.get_profile(project_domain)
client.brand.update_profile(project_domain, field, value, mode="add")
```
### SERP
```python
client.serp.fetch(query, max_results=10, country=None, language=None)
```
## Error Handling
```python
from agentberlin import AgentBerlin
from agentberlin.exceptions import (
AgentBerlinError,
AgentBerlinAuthenticationError,
AgentBerlinNotFoundError,
AgentBerlinRateLimitError,
)
client = AgentBerlin()
try:
analytics = client.analytics.get(project_domain="example.com")
except AgentBerlinAuthenticationError:
print("Invalid or missing API token")
except AgentBerlinNotFoundError:
print("Domain not found")
except AgentBerlinRateLimitError as e:
print(f"Rate limited. Retry after {e.retry_after} seconds")
except AgentBerlinError as e:
print(f"API error: {e.message}")
```
## License
MIT License - see [LICENSE](LICENSE) for details.
| text/markdown | null | Agent Berlin <support@agentberlin.ai> | null | null | MIT | aeo, ai, analytics, optimization, search, seo | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Py... | [] | null | null | >=3.9 | [] | [] | [] | [
"pydantic>=2.0.0",
"requests>=2.28.0",
"black>=24.0.0; extra == \"dev\"",
"isort>=5.13.0; extra == \"dev\"",
"mypy>=1.8.0; extra == \"dev\"",
"pytest-cov>=4.1.0; extra == \"dev\"",
"pytest>=8.0.0; extra == \"dev\"",
"responses>=0.25.0; extra == \"dev\"",
"types-requests>=2.31.0; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://agentberlin.ai",
"Documentation, https://docs.agentberlin.ai/sdk/python",
"Repository, https://github.com/boat-builder/berlin"
] | uv/0.5.14 | 2026-01-16T04:05:32.469196 | agentberlin-0.9.0-py3-none-any.whl | 15,979 | ec/52/4b42716ba1021edf9c67676486de75b577ecc785fcb795af5f84ca228af2/agentberlin-0.9.0-py3-none-any.whl | py3 | bdist_wheel | null | false | ad783538e626f04b1ee5a43bb625053b | e050540b686efb8a5698476b41311e240e67eafcb6b964060a5714721ea46c44 | ec524b42716ba1021edf9c67676486de75b577ecc785fcb795af5f84ca228af2 | null | [
"LICENSE"
] |
2.4 | pulumi-databricks | 1.82.0a1768535445 | A Pulumi package for creating and managing databricks cloud resources. | [](https://github.com/pulumi/pulumi-databricks/actions)
[](https://slack.pulumi.com)
[](https://www.npmjs.com/package/@pulumi/databricks)
[](https://pypi.org/project/pulumi-databricks)
[](https://badge.fury.io/nu/pulumi.databricks)
[](https://pkg.go.dev/github.com/pulumi/pulumi-databricks/sdk/go)
[](https://github.com/pulumi/pulumi-databricks/blob/master/LICENSE)
# Databricks Resource Provider
The Databricks Resource Provider lets you manage Databricks resources.
## Installing
This package is available in many languages in the standard packaging formats.
### Node.js (Java/TypeScript)
To use from JavaScript or TypeScript in Node.js, install using either `npm`:
$ npm install @pulumi/databricks
or `yarn`:
$ yarn add @pulumi/databricks
### Python
To use from Python, install using `pip`:
$ pip install pulumi_databricks
### Go
To use from Go, use `go get` to grab the latest version of the library
$ go get github.com/pulumi/pulumi-databricks/sdk
### .NET
To use from .NET, install using `dotnet add package`:
$ dotnet add package Pulumi.Databricks
## Configuration
The following configuration points are available:
* `databricks:host` - (optional) This is the host of the Databricks workspace. It is a URL that you use to login to your workspace.
Alternatively, you can provide this value as an environment variable `DATABRICKS_HOST`.
* `databricks:token` - (optional) This is the API token to authenticate into the workspace. Alternatively, you can provide
this value as an environment variable `DATABRICKS_TOKEN`.
* `databricks:username` - (optional) This is the username of the user that can log into the workspace. Alternatively,
you can provide this value as an environment variable `DATABRICKS_USERNAME`.
* `databricks:password` - (optional) This is the user's password that can log into the workspace. Alternatively, you can
provide this value as an environment variable `DATABRICKS_PASSWORD`.
* `databricks:configFile` - (optional) Location of the Databricks CLI credentials file created by `databricks configure --token`
command (`~/.databrickscfg` by default). Check [Databricks CLI documentation](https://docs.databricks.com/dev-tools/cli/index.html#set-up-authentication) for more details.
The provider uses configuration file credentials when you don't specify host/token/username/password/azure attributes.
Alternatively, you can provide this value as an environment variable `DATABRICKS_CONFIG_FILE`. This field defaults to `~/.databrickscfg`.
* `databricks:profile` - (optional) Connection profile specified within `~/.databrickscfg`. Please check
[connection profiles section](https://docs.databricks.com/dev-tools/cli/index.html#connection-profiles) for more details. This field defaults to `DEFAULT`.
* `databricks:accountId` - (optional) Account Id that could be found in the bottom left corner of
[Accounts Console](https://accounts.cloud.databricks.com/). Alternatively, you can provide this value as an environment
variable `DATABRICKS_ACCOUNT_ID`. Only has effect when `host = "https://accounts.cloud.databricks.com/"` and currently used to provision account admins via `databricks_user`.
In the future releases of the provider this property will also be used specify account for `databricks_mws_*` resources as well.
* `databricks:authType` - (optional) enforce specific auth type to be used in very rare cases, where a single provider state
manages Databricks workspaces on more than one cloud and `More than one authorization method configured` error is a false positive. Valid values are `pat`, `basic`, `azure-client-secret`, `azure-msi`, `azure-cli`, and `databricks-cli`.
## Reference
For detailed reference documentation, please visit [the Pulumi registry](https://www.pulumi.com/registry/packages/databricks/api-docs/).
## Contributors
This package was originally built by the development team at [https://www.ingenii.io/](https://www.ingenii.io/). Pulumi thanks them for their continued contributions to the project.
| text/markdown | null | null | null | null | Apache-2.0 | pulumi, databricks, category/infrastructure | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"parver>=0.2.1",
"pulumi<4.0.0,>=3.165.0",
"semver>=2.8.1",
"typing-extensions<5,>=4.11; python_version < \"3.11\""
] | [] | [] | [] | [
"Homepage, https://www.pulumi.com",
"Repository, https://github.com/pulumi/pulumi-databricks"
] | twine/6.2.0 CPython/3.11.8 | 2026-01-16T04:05:33.297519 | pulumi_databricks-1.82.0a1768535445-py3-none-any.whl | 1,423,545 | 5f/9d/dfce215d12cdf36bad6681dc763a6487f589f3a04de7ce084456d0228e84/pulumi_databricks-1.82.0a1768535445-py3-none-any.whl | py3 | bdist_wheel | null | false | 5e0768ddbfb877c0fc55fd0bfbdf1558 | df68c6dcc800fabb303ea542b36379a4b759a1bd669a64f5d92c443672a84365 | 5f9ddfce215d12cdf36bad6681dc763a6487f589f3a04de7ce084456d0228e84 | null | [] |
2.4 | prompttube-sdk | 0.1.0 | Tiny Python wrapper for the PromptTube Public API v0. | # PromptTube Python SDK (v0.1.0)
Tiny wrapper around the PromptTube Public API v0.
## Install
Copy `prompttube.py` into your project, or publish this folder as a package.
## Usage
```python
from prompttube import PromptTube
client = PromptTube(
api_key="ptu_...",
base_url="https://prompttube.ai",
)
prompts = client.list_prompts(limit=10)
run = client.run(
messages=[{"role": "user", "content": "Summarize this text."}],
tier="basic",
)
summary = client.create_summary(
text=run["text"],
intent="Conversation recap",
reusable_prompt="You are a helpful summarizer.",
)
print(len(prompts["items"]), run["text"], summary["summaryId"])
```
## Endpoints covered
- Read: `/api/v0/prompts`
- Run: `/api/v0/run`
- Summaries: `/api/v0/summaries`
| text/markdown | null | null | null | null | null | null | [] | [] | null | null | >=3.9 | [] | [] | [] | [] | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.10 | 2026-01-16T04:05:33.748613 | prompttube_sdk-0.1.0-py3-none-any.whl | 2,426 | 82/ab/a7e92ac7350447112f44a571d2b28bae4c951ad5f23a7fd76bbdeb7a92fc/prompttube_sdk-0.1.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 86c44cc2240a2c422b5a7011328ea04e | 3b423cdbe32fbbe379d53c1a4918c2656f2dc6fb68a03dc18b6f3fa5a4e06803 | 82aba7e92ac7350447112f44a571d2b28bae4c951ad5f23a7fd76bbdeb7a92fc | null | [] |
2.4 | pulumi-databricks | 1.82.0a1768535445 | A Pulumi package for creating and managing databricks cloud resources. | [](https://github.com/pulumi/pulumi-databricks/actions)
[](https://slack.pulumi.com)
[](https://www.npmjs.com/package/@pulumi/databricks)
[](https://pypi.org/project/pulumi-databricks)
[](https://badge.fury.io/nu/pulumi.databricks)
[](https://pkg.go.dev/github.com/pulumi/pulumi-databricks/sdk/go)
[](https://github.com/pulumi/pulumi-databricks/blob/master/LICENSE)
# Databricks Resource Provider
The Databricks Resource Provider lets you manage Databricks resources.
## Installing
This package is available in many languages in the standard packaging formats.
### Node.js (Java/TypeScript)
To use from JavaScript or TypeScript in Node.js, install using either `npm`:
$ npm install @pulumi/databricks
or `yarn`:
$ yarn add @pulumi/databricks
### Python
To use from Python, install using `pip`:
$ pip install pulumi_databricks
### Go
To use from Go, use `go get` to grab the latest version of the library
$ go get github.com/pulumi/pulumi-databricks/sdk
### .NET
To use from .NET, install using `dotnet add package`:
$ dotnet add package Pulumi.Databricks
## Configuration
The following configuration points are available:
* `databricks:host` - (optional) This is the host of the Databricks workspace. It is a URL that you use to login to your workspace.
Alternatively, you can provide this value as an environment variable `DATABRICKS_HOST`.
* `databricks:token` - (optional) This is the API token to authenticate into the workspace. Alternatively, you can provide
this value as an environment variable `DATABRICKS_TOKEN`.
* `databricks:username` - (optional) This is the username of the user that can log into the workspace. Alternatively,
you can provide this value as an environment variable `DATABRICKS_USERNAME`.
* `databricks:password` - (optional) This is the user's password that can log into the workspace. Alternatively, you can
provide this value as an environment variable `DATABRICKS_PASSWORD`.
* `databricks:configFile` - (optional) Location of the Databricks CLI credentials file created by `databricks configure --token`
command (`~/.databrickscfg` by default). Check [Databricks CLI documentation](https://docs.databricks.com/dev-tools/cli/index.html#set-up-authentication) for more details.
The provider uses configuration file credentials when you don't specify host/token/username/password/azure attributes.
Alternatively, you can provide this value as an environment variable `DATABRICKS_CONFIG_FILE`. This field defaults to `~/.databrickscfg`.
* `databricks:profile` - (optional) Connection profile specified within `~/.databrickscfg`. Please check
[connection profiles section](https://docs.databricks.com/dev-tools/cli/index.html#connection-profiles) for more details. This field defaults to `DEFAULT`.
* `databricks:accountId` - (optional) Account Id that could be found in the bottom left corner of
[Accounts Console](https://accounts.cloud.databricks.com/). Alternatively, you can provide this value as an environment
variable `DATABRICKS_ACCOUNT_ID`. Only has effect when `host = "https://accounts.cloud.databricks.com/"` and currently used to provision account admins via `databricks_user`.
In the future releases of the provider this property will also be used specify account for `databricks_mws_*` resources as well.
* `databricks:authType` - (optional) enforce specific auth type to be used in very rare cases, where a single provider state
manages Databricks workspaces on more than one cloud and `More than one authorization method configured` error is a false positive. Valid values are `pat`, `basic`, `azure-client-secret`, `azure-msi`, `azure-cli`, and `databricks-cli`.
## Reference
For detailed reference documentation, please visit [the Pulumi registry](https://www.pulumi.com/registry/packages/databricks/api-docs/).
## Contributors
This package was originally built by the development team at [https://www.ingenii.io/](https://www.ingenii.io/). Pulumi thanks them for their continued contributions to the project.
| text/markdown | null | null | null | null | Apache-2.0 | pulumi, databricks, category/infrastructure | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"parver>=0.2.1",
"pulumi<4.0.0,>=3.165.0",
"semver>=2.8.1",
"typing-extensions<5,>=4.11; python_version < \"3.11\""
] | [] | [] | [] | [
"Homepage, https://www.pulumi.com",
"Repository, https://github.com/pulumi/pulumi-databricks"
] | twine/6.2.0 CPython/3.11.8 | 2026-01-16T04:05:35.027209 | pulumi_databricks-1.82.0a1768535445.tar.gz | 1,124,212 | 34/f7/668190137903dd764a3e760fa9287e5871a4e64ca5fb374e053efbe00706/pulumi_databricks-1.82.0a1768535445.tar.gz | source | sdist | null | false | e575b927926a28210f288beeb4c1d89c | db9866fd6e7488ba39e10da155640192bd0f39fee1edc1faf0ff7703c7f6ec1b | 34f7668190137903dd764a3e760fa9287e5871a4e64ca5fb374e053efbe00706 | null | [] |
2.4 | agentberlin | 0.9.0 | Python SDK for Agent Berlin - AI-powered SEO and AEO automation | # Agent Berlin Python SDK
Official Python SDK for [Agent Berlin](https://agentberlin.ai) - AI-powered SEO and AEO automation.
## Installation
```bash
pip install agentberlin
```
## Quick Start
```python
from agentberlin import AgentBerlin
# Set your API token as an environment variable
# export AGENTBERLIN_TOKEN="your-token-here"
client = AgentBerlin()
# Get analytics for your project
analytics = client.analytics.get(project_domain="example.com")
print(f"Visibility: {analytics.visibility.current_percentage}%")
print(f"LLM Sessions: {analytics.traffic.llm_sessions}")
# Search for pages
pages = client.pages.search(
project_domain="example.com",
query="SEO best practices",
limit=10
)
for page in pages.pages:
print(f" - {page.title}: {page.url}")
# Search for keywords
keywords = client.keywords.search(
project_domain="example.com",
query="digital marketing"
)
for kw in keywords.keywords:
print(f" - {kw.keyword} (volume: {kw.volume})")
# Get page details
page = client.pages.get(
project_domain="example.com",
url="https://example.com/blog/seo-tips"
)
print(f"Title: {page.title}")
print(f"H1: {page.h1}")
# Get brand profile
profile = client.brand.get_profile(project_domain="example.com")
print(f"Domain Authority: {profile.domain_authority}")
# Update brand profile
client.brand.update_profile(
project_domain="example.com",
field="competitors",
value="competitor.com",
mode="add"
)
# Fetch SERP results
serp = client.serp.fetch(query="best seo tools", max_results=5)
for result in serp.results:
print(f" - {result.title}: {result.url}")
```
## Authentication
The SDK requires an API token. Set it as an environment variable:
```bash
export AGENTBERLIN_TOKEN="your-token-here"
```
Or pass it directly:
```python
client = AgentBerlin(token="your-token-here")
```
## Configuration
```python
client = AgentBerlin(
token="your-token", # Optional if AGENTBERLIN_TOKEN env var is set
base_url="https://...", # Optional, defaults to production API
timeout=30, # Request timeout in seconds
)
```
## Resources
### Analytics
```python
client.analytics.get(project_domain="example.com")
```
### Pages
```python
client.pages.search(project_domain, query, domain=None, limit=10, status_code=None, topic=None, page_type=None)
client.pages.get(project_domain, url, content_length=0)
```
### Keywords
```python
client.keywords.search(project_domain, query, limit=10)
```
### Brand
```python
client.brand.get_profile(project_domain)
client.brand.update_profile(project_domain, field, value, mode="add")
```
### SERP
```python
client.serp.fetch(query, max_results=10, country=None, language=None)
```
## Error Handling
```python
from agentberlin import AgentBerlin
from agentberlin.exceptions import (
AgentBerlinError,
AgentBerlinAuthenticationError,
AgentBerlinNotFoundError,
AgentBerlinRateLimitError,
)
client = AgentBerlin()
try:
analytics = client.analytics.get(project_domain="example.com")
except AgentBerlinAuthenticationError:
print("Invalid or missing API token")
except AgentBerlinNotFoundError:
print("Domain not found")
except AgentBerlinRateLimitError as e:
print(f"Rate limited. Retry after {e.retry_after} seconds")
except AgentBerlinError as e:
print(f"API error: {e.message}")
```
## License
MIT License - see [LICENSE](LICENSE) for details.
| text/markdown | null | Agent Berlin <support@agentberlin.ai> | null | null | MIT | aeo, ai, analytics, optimization, search, seo | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Py... | [] | null | null | >=3.9 | [] | [] | [] | [
"pydantic>=2.0.0",
"requests>=2.28.0",
"black>=24.0.0; extra == \"dev\"",
"isort>=5.13.0; extra == \"dev\"",
"mypy>=1.8.0; extra == \"dev\"",
"pytest-cov>=4.1.0; extra == \"dev\"",
"pytest>=8.0.0; extra == \"dev\"",
"responses>=0.25.0; extra == \"dev\"",
"types-requests>=2.31.0; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://agentberlin.ai",
"Documentation, https://docs.agentberlin.ai/sdk/python",
"Repository, https://github.com/boat-builder/berlin"
] | uv/0.5.14 | 2026-01-16T04:05:33.909552 | agentberlin-0.9.0.tar.gz | 12,438 | 60/b8/4795741f666f4a728f97011afcd58f0b3482d61d7489a31186f480fdb694/agentberlin-0.9.0.tar.gz | source | sdist | null | false | e29f9d3b7fff8a88d90e62343a40c7b9 | a3719e8c3e774882fe561fcccb7af7e1c7266c013644a2525cd77856e381ff5f | 60b84795741f666f4a728f97011afcd58f0b3482d61d7489a31186f480fdb694 | null | [
"LICENSE"
] |
2.4 | prompttube-sdk | 0.1.0 | Tiny Python wrapper for the PromptTube Public API v0. | # PromptTube Python SDK (v0.1.0)
Tiny wrapper around the PromptTube Public API v0.
## Install
Copy `prompttube.py` into your project, or publish this folder as a package.
## Usage
```python
from prompttube import PromptTube
client = PromptTube(
api_key="ptu_...",
base_url="https://prompttube.ai",
)
prompts = client.list_prompts(limit=10)
run = client.run(
messages=[{"role": "user", "content": "Summarize this text."}],
tier="basic",
)
summary = client.create_summary(
text=run["text"],
intent="Conversation recap",
reusable_prompt="You are a helpful summarizer.",
)
print(len(prompts["items"]), run["text"], summary["summaryId"])
```
## Endpoints covered
- Read: `/api/v0/prompts`
- Run: `/api/v0/run`
- Summaries: `/api/v0/summaries`
| text/markdown | null | null | null | null | null | null | [] | [] | null | null | >=3.9 | [] | [] | [] | [] | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.10 | 2026-01-16T04:05:36.298514 | prompttube_sdk-0.1.0.tar.gz | 2,054 | b3/a2/d6701c20c6ebc71e648238e2be9e351b473f9a60b55570f55a6789078acc/prompttube_sdk-0.1.0.tar.gz | source | sdist | null | false | 9118da9bfcfa0638a9309d98fcedc087 | 20c4fc26a038d3eba880380857ec2f3b8346c05c96927fb7f73b2a67a40bfacf | b3a2d6701c20c6ebc71e648238e2be9e351b473f9a60b55570f55a6789078acc | null | [] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:38.852843 | ry-0.0.79-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl | 6,908,923 | 45/3f/99f66c316201547fb3d7170bfe86c7c3d025fc0189d3d66e60490fdb0995/ry-0.0.79-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl | cp311 | bdist_wheel | null | false | 2688c86a797251b023550a1a1aee5cc1 | c1ae74f6d46fb0a42db8721f28b7199af28552eb2d973245ddac1daf0b126221 | 453f99f66c316201547fb3d7170bfe86c7c3d025fc0189d3d66e60490fdb0995 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:40.775744 | ry-0.0.79-cp314-cp314t-manylinux_2_28_aarch64.whl | 6,675,136 | 77/ea/2d64ac99098f718ea1b1e4abe62b4f7be8e5dba288e0c2749172b00fa179/ry-0.0.79-cp314-cp314t-manylinux_2_28_aarch64.whl | cp314 | bdist_wheel | null | false | ee9ffa2a2e75746d24a09e30066d017e | 85bd31ed25ef2f1e86a788c71a089ae8f817c4eb7f5d11d20886a4a33b375233 | 77ea2d64ac99098f718ea1b1e4abe62b4f7be8e5dba288e0c2749172b00fa179 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:42.685173 | ry-0.0.79-cp314-cp314t-musllinux_1_2_i686.whl | 6,780,590 | 11/62/c2d0a185d5bba14f8976a3b9a314677b959936319e3003b87aa2cb23e781/ry-0.0.79-cp314-cp314t-musllinux_1_2_i686.whl | cp314 | bdist_wheel | null | false | cad54e5a20dca9ab5b27be01330f828f | b647676ee5e44e07d611bc7878a007695aa66dc9425f4f61e0db28b0da0075ed | 1162c2d0a185d5bba14f8976a3b9a314677b959936319e3003b87aa2cb23e781 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:44.021167 | ry-0.0.79-cp312-cp312-win32.whl | 6,024,475 | 83/c6/a6fd917af5b7cc194e6079393799ddd2c509a1e2bf0f101ebb7effdf1500/ry-0.0.79-cp312-cp312-win32.whl | cp312 | bdist_wheel | null | false | 8ac22b98c6ee0a9d98bbcef5a32bf434 | 725d4ea73acd7a2c5ffbc58440f8a4ebc9c76206fab60915bf5618c75325e526 | 83c6a6fd917af5b7cc194e6079393799ddd2c509a1e2bf0f101ebb7effdf1500 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:45.674374 | ry-0.0.79-cp313-cp313-win32.whl | 6,024,197 | 39/4b/02b2a007f9ec8adb6473855f84c1e744609dd51497e9663b81c2ada077c4/ry-0.0.79-cp313-cp313-win32.whl | cp313 | bdist_wheel | null | false | e82c9b5b5621e3357fe197dce0985d94 | 34b36aa65104ce3b1cfca952a5526f20eba9d0d1ff512a7fc473b03b388a0751 | 394b02b2a007f9ec8adb6473855f84c1e744609dd51497e9663b81c2ada077c4 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:47.404989 | ry-0.0.79-cp314-cp314-musllinux_1_2_i686.whl | 6,804,072 | b6/eb/f90cf3b4ae1b118c0363c78ca628ccfc657dce80f88544c3e6f59043a1f8/ry-0.0.79-cp314-cp314-musllinux_1_2_i686.whl | cp314 | bdist_wheel | null | false | 72205d79d8c593a88114e926351e170a | f37d7ba8bba766a6c127958c9c57e13f648d12e1a84068aef08d2a0f24166b76 | b6ebf90cf3b4ae1b118c0363c78ca628ccfc657dce80f88544c3e6f59043a1f8 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:48.675033 | ry-0.0.79-cp311-cp311-musllinux_1_2_aarch64.whl | 6,872,887 | f3/3f/7ea29b67f2ea24a68660e18e83324b337ca46afa1bd2427e98d46698364e/ry-0.0.79-cp311-cp311-musllinux_1_2_aarch64.whl | cp311 | bdist_wheel | null | false | af43331ff626f1a29cc6136c5c55df15 | 68ebdb5a0d4797b56ae9a65d1bc2c986bab261037c1bffafba245b3f88ecb1e7 | f33f7ea29b67f2ea24a68660e18e83324b337ca46afa1bd2427e98d46698364e | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:50.664610 | ry-0.0.79-cp311-cp311-musllinux_1_2_armv7l.whl | 6,736,556 | 68/5a/c2b457a25d7193ab51dcdb9af724266b6ef4a93e2f8a8b869df9b1b9c76b/ry-0.0.79-cp311-cp311-musllinux_1_2_armv7l.whl | cp311 | bdist_wheel | null | false | 0425b70e7e581309a70e46b6a1f95772 | 3d91e1a44057af8c4f1faa118770745c3fdf099e33e365244c57e10eae9e9d30 | 685ac2b457a25d7193ab51dcdb9af724266b6ef4a93e2f8a8b869df9b1b9c76b | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | pulumi-hcloud | 1.30.0 | A Pulumi package for creating and managing hcloud cloud resources. | # HCloud provider
The HCloud resource provider for Pulumi lets you use Hetzner Cloud resources in your infrastructure
programs. To use this package, please [install the Pulumi CLI first](https://pulumi.io/).
## Installing
This package is available in many languages in the standard packaging formats.
### Node.js (Java/TypeScript)
To use from JavaScript or TypeScript in Node.js, install using either `npm`:
$ npm install @pulumi/hcloud
or `yarn`:
$ yarn add @pulumi/hcloud
### Python
To use from Python, install using `pip`:
$ pip install pulumi-hcloud
### Go
To use from Go, use `go get` to grab the latest version of the library
$ go get github.com/pulumi/pulumi-hcloud/sdk
### .NET
To use from .NET, install using `dotnet add package`:
$ dotnet add package Pulumi.HCloud
## Configuration
The following configuration points are available:
- `hcloud:token` - (Optional) This is the Hetzner Cloud API Token, can also be specified with the `HCLOUD_TOKEN` environment variable.
- `hcloud:endpoint` - (Optional) Hetzner Cloud API endpoint, can be used to override the default API Endpoint `https://api.hetzner.cloud/v1`.
- `hcloud:pollInterval` - (Optional) Configures the interval in which actions are polled by the client. Default `500ms`. Increase this interval if you run into rate limiting errors.
## Reference
For further information, please visit [the HCloud provider docs](https://www.pulumi.com/docs/intro/cloud-providers/hcloud) or for detailed reference documentation, please visit [the API docs](https://www.pulumi.com/docs/reference/pkg/hcloud).
| text/markdown | null | null | null | null | Apache-2.0 | pulumi, hcloud | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"parver>=0.2.1",
"pulumi<4.0.0,>=3.165.0",
"semver>=2.8.1",
"typing-extensions<5,>=4.11; python_version < \"3.11\""
] | [] | [] | [] | [
"Homepage, https://pulumi.io",
"Repository, https://github.com/pulumi/pulumi-hcloud"
] | twine/6.2.0 CPython/3.11.8 | 2026-01-16T04:05:51.200371 | pulumi_hcloud-1.30.0-py3-none-any.whl | 196,867 | 29/29/3297cc9cac49f425d8616559e452af3055caab1c70a7e067b5744ce12630/pulumi_hcloud-1.30.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 10af48de5e1dc686f3b76e6caa8ecf33 | 3a455b0db17cd4b5dfd094764a3b3dbd3f8f919f17cd00c64f1f5756b2ace813 | 29293297cc9cac49f425d8616559e452af3055caab1c70a7e067b5744ce12630 | null | [] |
2.4 | pulumi-hcloud | 1.30.0 | A Pulumi package for creating and managing hcloud cloud resources. | # HCloud provider
The HCloud resource provider for Pulumi lets you use Hetzner Cloud resources in your infrastructure
programs. To use this package, please [install the Pulumi CLI first](https://pulumi.io/).
## Installing
This package is available in many languages in the standard packaging formats.
### Node.js (Java/TypeScript)
To use from JavaScript or TypeScript in Node.js, install using either `npm`:
$ npm install @pulumi/hcloud
or `yarn`:
$ yarn add @pulumi/hcloud
### Python
To use from Python, install using `pip`:
$ pip install pulumi-hcloud
### Go
To use from Go, use `go get` to grab the latest version of the library
$ go get github.com/pulumi/pulumi-hcloud/sdk
### .NET
To use from .NET, install using `dotnet add package`:
$ dotnet add package Pulumi.HCloud
## Configuration
The following configuration points are available:
- `hcloud:token` - (Optional) This is the Hetzner Cloud API Token, can also be specified with the `HCLOUD_TOKEN` environment variable.
- `hcloud:endpoint` - (Optional) Hetzner Cloud API endpoint, can be used to override the default API Endpoint `https://api.hetzner.cloud/v1`.
- `hcloud:pollInterval` - (Optional) Configures the interval in which actions are polled by the client. Default `500ms`. Increase this interval if you run into rate limiting errors.
## Reference
For further information, please visit [the HCloud provider docs](https://www.pulumi.com/docs/intro/cloud-providers/hcloud) or for detailed reference documentation, please visit [the API docs](https://www.pulumi.com/docs/reference/pkg/hcloud).
| text/markdown | null | null | null | null | Apache-2.0 | pulumi, hcloud | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"parver>=0.2.1",
"pulumi<4.0.0,>=3.165.0",
"semver>=2.8.1",
"typing-extensions<5,>=4.11; python_version < \"3.11\""
] | [] | [] | [] | [
"Homepage, https://pulumi.io",
"Repository, https://github.com/pulumi/pulumi-hcloud"
] | twine/6.2.0 CPython/3.11.8 | 2026-01-16T04:05:52.556431 | pulumi_hcloud-1.30.0.tar.gz | 105,545 | 37/5e/6b4cc18bc38d2417d10804715ec6c7b816edb1917b013c85d6b844e6f109/pulumi_hcloud-1.30.0.tar.gz | source | sdist | null | false | c2292e188113d5b8308cfed49233c430 | 4d89787715e86f513d06c02a9ba94a944b8285071486a639451d4ac69a23dbf5 | 375e6b4cc18bc38d2417d10804715ec6c7b816edb1917b013c85d6b844e6f109 | null | [] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:52.754250 | ry-0.0.79-cp313-cp313-manylinux_2_28_armv7l.whl | 6,607,948 | b1/bd/a05618e6c2e882ea440f6da63583062ea430291ea3ad7ab1bc1b1d5e5588/ry-0.0.79-cp313-cp313-manylinux_2_28_armv7l.whl | cp313 | bdist_wheel | null | false | c22093c0f693667f3dbea9e1a20926f6 | 11594cf0b020c0caa95957b9d47041c57fbd6f951222e8976b890a0757e75429 | b1bda05618e6c2e882ea440f6da63583062ea430291ea3ad7ab1bc1b1d5e5588 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:53.989492 | ry-0.0.79-cp313-cp313t-manylinux_2_28_s390x.whl | 7,018,978 | 53/85/c671b7ce60a499d1a37215a191a187248ceb8e0d7177ab9cf5378a3e2467/ry-0.0.79-cp313-cp313t-manylinux_2_28_s390x.whl | cp313 | bdist_wheel | null | false | 53def4f38bb40d9ac67d59a7670723f6 | 468421d844db12c9826c0b849b0a8d29f579858eb5848f6179bb8e05f5aba929 | 5385c671b7ce60a499d1a37215a191a187248ceb8e0d7177ab9cf5378a3e2467 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:55.831360 | ry-0.0.79-cp312-cp312-manylinux_2_28_ppc64le.whl | 7,176,270 | ce/c5/ee1866168bd49bed88c790d4acd7529f9e06459d4c0728fb0d8513eb6360/ry-0.0.79-cp312-cp312-manylinux_2_28_ppc64le.whl | cp312 | bdist_wheel | null | false | b6df3bbbc96d76ac9108ecb2e3699e7d | 62274991279aec87a911c2a419b4d7bbf792dc8f8f204e59f731b6a683c35477 | cec5ee1866168bd49bed88c790d4acd7529f9e06459d4c0728fb0d8513eb6360 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:57.664467 | ry-0.0.79-cp313-cp313-musllinux_1_2_armv7l.whl | 6,750,102 | 8e/19/26570796fe4eb83da6997b48872f829dbc77722c5ad84f550e6e09b90c04/ry-0.0.79-cp313-cp313-musllinux_1_2_armv7l.whl | cp313 | bdist_wheel | null | false | 724470a7d3213ef4a567fe0eb51a0489 | b560e145945dbc5157e4f3f9513ee44000a4942af512380d7f24b16995f0da8d | 8e1926570796fe4eb83da6997b48872f829dbc77722c5ad84f550e6e09b90c04 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:05:59.084046 | ry-0.0.79-cp311-cp311-win32.whl | 6,029,671 | e0/81/54a346814cc8274394084d936c6c424be177ea29a62eb69be7df19a8aa6d/ry-0.0.79-cp311-cp311-win32.whl | cp311 | bdist_wheel | null | false | 9958b315b66058d3093c3b4d54aedb7e | bb26c77823d4a762fcf24c25daaac69b2db412644d14577decbffc812ca35841 | e08154a346814cc8274394084d936c6c424be177ea29a62eb69be7df19a8aa6d | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:00.571681 | ry-0.0.79-cp314-cp314-manylinux_2_28_armv7l.whl | 6,591,345 | c9/05/63614d2fe81c534242c8722b8d6439b0dca948f98e8d844b747649415cb4/ry-0.0.79-cp314-cp314-manylinux_2_28_armv7l.whl | cp314 | bdist_wheel | null | false | 0e2452cbf9a145e6a25d48f32f552677 | b808e98fe21505c513aa56e76161f05e2f7fc937eded38899575c370237a29f1 | c90563614d2fe81c534242c8722b8d6439b0dca948f98e8d844b747649415cb4 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:01.904420 | ry-0.0.79-cp311-cp311-manylinux_2_28_armv7l.whl | 6,602,460 | 96/27/364abd6829518b01e626c54e2bcc46f57487b21131c63e1533f4cc20cca2/ry-0.0.79-cp311-cp311-manylinux_2_28_armv7l.whl | cp311 | bdist_wheel | null | false | f4a408853d1159c3d2d8e073bf52a61c | b72c557180a9803b8b67cae3216c5c80721d3c518100fb5fa2347b2725d5cf6a | 9627364abd6829518b01e626c54e2bcc46f57487b21131c63e1533f4cc20cca2 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | pulumi-okta | 6.2.2a1768535411 | A Pulumi package for creating and managing okta resources. | r[](https://github.com/pulumi/pulumi-okta/actions)
[](https://slack.pulumi.com)
[](https://www.npmjs.com/package/@pulumi/okta)
[](https://pypi.org/project/pulumi-okta)
[](https://badge.fury.io/nu/pulumi.okta)
[](https://pkg.go.dev/github.com/pulumi/pulumi-okta/sdk/v4/go)
[](https://github.com/pulumi/pulumi-okta/blob/master/LICENSE)
# Okta Resource Provider
The Okta resource provider for Pulumi lets you manage Okta resources in your cloud programs. To use
this package, please [install the Pulumi CLI first](https://pulumi.io/).
## Installing
This package is available in many languages in the standard packaging formats.
### Node.js (Java/TypeScript)
To use from JavaScript or TypeScript in Node.js, install using either `npm`:
$ npm install @pulumi/okta
or `yarn`:
$ yarn add @pulumi/okta
### Python
To use from Python, install using `pip`:
$ pip install pulumi_okta
### Go
To use from Go, use `go get` to grab the latest version of the library
$ go get github.com/pulumi/pulumi-okta/sdk/v4
### .NET
To use from .NET, install using `dotnet add package`:
$ dotnet add package Pulumi.Okta
## Configuration
The following configuration points are available:
- `okta:orgName` - (Required) This is the org name of your Okta account, for example dev-123.oktapreview.com would have
an org name of dev-123. May be set via the `OKTA_ORG_NAME` environment variable.
- `okta:baseUrl` - (Required) This is the domain of your Okta account, for example `dev-123.oktapreview.com` would have
a base url of `oktapreview.com`. May be set via the `OKTA_BASE_URL` environment variable.
- `okta:apiToken` - (Required) This is the API token to interact with your Okta org. May be set via the `OKTA_API_TOKEN`
environment variable.
- `okta:backoff` - (Optional) Whether to use exponential back off strategy for rate limits, the default is `true`.
- `okta:maxRetries` - (Optional) Maximum number of retries to attempt before returning an error, the default is `5`.
- `okta:maxWaitSeconds` - (Optional) Maximum seconds to wait when rate limit is hit, the default is `300`.
- `okta:minWaitSeconds` - (Optional) Minimum seconds to wait when rate limit is hit, the default is `30`.
## Reference
For further information, please visit [the Okta provider docs](https://www.pulumi.com/docs/intro/cloud-providers/okta)
or for detailed reference documentation, please visit [the API docs](https://www.pulumi.com/docs/reference/pkg/okta).
| text/markdown | null | null | null | null | Apache-2.0 | pulumi, okta | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"parver>=0.2.1",
"pulumi<4.0.0,>=3.165.0",
"semver>=2.8.1",
"typing-extensions<5,>=4.11; python_version < \"3.11\""
] | [] | [] | [] | [
"Homepage, https://pulumi.io",
"Repository, https://github.com/pulumi/pulumi-okta"
] | twine/6.2.0 CPython/3.11.8 | 2026-01-16T04:06:01.842425 | pulumi_okta-6.2.2a1768535411-py3-none-any.whl | 724,119 | 5c/56/6c809d3ea9502aec7a274c6d97662747239fc38aad03c44b879009bafd18/pulumi_okta-6.2.2a1768535411-py3-none-any.whl | py3 | bdist_wheel | null | false | 84a212eaf80c2f6a5f734ac59bf28c9a | e1e908ce1af00f4cba2d02440bbbc57541ef50163086b6c0567067dd64fbd127 | 5c566c809d3ea9502aec7a274c6d97662747239fc38aad03c44b879009bafd18 | null | [] |
2.4 | pulumi-okta | 6.2.2a1768535411 | A Pulumi package for creating and managing okta resources. | r[](https://github.com/pulumi/pulumi-okta/actions)
[](https://slack.pulumi.com)
[](https://www.npmjs.com/package/@pulumi/okta)
[](https://pypi.org/project/pulumi-okta)
[](https://badge.fury.io/nu/pulumi.okta)
[](https://pkg.go.dev/github.com/pulumi/pulumi-okta/sdk/v4/go)
[](https://github.com/pulumi/pulumi-okta/blob/master/LICENSE)
# Okta Resource Provider
The Okta resource provider for Pulumi lets you manage Okta resources in your cloud programs. To use
this package, please [install the Pulumi CLI first](https://pulumi.io/).
## Installing
This package is available in many languages in the standard packaging formats.
### Node.js (Java/TypeScript)
To use from JavaScript or TypeScript in Node.js, install using either `npm`:
$ npm install @pulumi/okta
or `yarn`:
$ yarn add @pulumi/okta
### Python
To use from Python, install using `pip`:
$ pip install pulumi_okta
### Go
To use from Go, use `go get` to grab the latest version of the library
$ go get github.com/pulumi/pulumi-okta/sdk/v4
### .NET
To use from .NET, install using `dotnet add package`:
$ dotnet add package Pulumi.Okta
## Configuration
The following configuration points are available:
- `okta:orgName` - (Required) This is the org name of your Okta account, for example dev-123.oktapreview.com would have
an org name of dev-123. May be set via the `OKTA_ORG_NAME` environment variable.
- `okta:baseUrl` - (Required) This is the domain of your Okta account, for example `dev-123.oktapreview.com` would have
a base url of `oktapreview.com`. May be set via the `OKTA_BASE_URL` environment variable.
- `okta:apiToken` - (Required) This is the API token to interact with your Okta org. May be set via the `OKTA_API_TOKEN`
environment variable.
- `okta:backoff` - (Optional) Whether to use exponential back off strategy for rate limits, the default is `true`.
- `okta:maxRetries` - (Optional) Maximum number of retries to attempt before returning an error, the default is `5`.
- `okta:maxWaitSeconds` - (Optional) Maximum seconds to wait when rate limit is hit, the default is `300`.
- `okta:minWaitSeconds` - (Optional) Minimum seconds to wait when rate limit is hit, the default is `30`.
## Reference
For further information, please visit [the Okta provider docs](https://www.pulumi.com/docs/intro/cloud-providers/okta)
or for detailed reference documentation, please visit [the API docs](https://www.pulumi.com/docs/reference/pkg/okta).
| text/markdown | null | null | null | null | Apache-2.0 | pulumi, okta | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"parver>=0.2.1",
"pulumi<4.0.0,>=3.165.0",
"semver>=2.8.1",
"typing-extensions<5,>=4.11; python_version < \"3.11\""
] | [] | [] | [] | [
"Homepage, https://pulumi.io",
"Repository, https://github.com/pulumi/pulumi-okta"
] | twine/6.2.0 CPython/3.11.8 | 2026-01-16T04:06:03.726324 | pulumi_okta-6.2.2a1768535411.tar.gz | 485,930 | d3/96/20fab5e74d49e05a5c70a050059722c07fec7df7012f6bfd0f0d652d30ff/pulumi_okta-6.2.2a1768535411.tar.gz | source | sdist | null | false | 32d2d4e4f1d719eb2fd11c02ff87de73 | aefd30b4a29fed7f1fee2640b90ac9572b5702ae98d48524c5b4246f3016e571 | d39620fab5e74d49e05a5c70a050059722c07fec7df7012f6bfd0f0d652d30ff | null | [] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:03.845579 | ry-0.0.79-cp313-cp313t-musllinux_1_2_i686.whl | 6,816,477 | 06/1b/4842a11fa40d07726393ebdc4f6c6c4a0cd061c2a23af906ad3746baf1a0/ry-0.0.79-cp313-cp313t-musllinux_1_2_i686.whl | cp313 | bdist_wheel | null | false | c377de970c549adcd6fbc68ac2fb6f1f | eb713c810180b9f3ea449a690879487fb2256abc54f085224ff8103382858fc4 | 061b4842a11fa40d07726393ebdc4f6c6c4a0cd061c2a23af906ad3746baf1a0 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:05.375570 | ry-0.0.79-cp313-cp313t-manylinux_2_17_i686.manylinux2014_i686.whl | 6,891,037 | 50/cd/bf469a9203bc973636ed9042cb70a0d34b133abdef80be52ce72c9b0ff54/ry-0.0.79-cp313-cp313t-manylinux_2_17_i686.manylinux2014_i686.whl | cp313 | bdist_wheel | null | false | 39004aebf5e1f76bfda3921588af092d | cd43353331d1b3e59f26130c529f0554d19e66ce0a279ca50f05cb5e6eb01869 | 50cdbf469a9203bc973636ed9042cb70a0d34b133abdef80be52ce72c9b0ff54 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ado-git-repo-insights | 2.6.0 | Extract Azure DevOps Pull Request metrics to SQLite and generate PowerBI-compatible CSVs. | # ado-git-repo-insights
[](https://codecov.io/gh/oddessentials/ado-git-repo-insights)
Extract Azure DevOps Pull Request metrics to SQLite and generate PowerBI-compatible CSVs.
## Overview
This tool replaces the MongoDB-based `ado-pull-request-metrics` with a lightweight, file-based solution that:
- **Stores data in SQLite** - No external database required
- **Runs as an Azure DevOps Pipeline Task** - Scheduled daily extraction
- **Preserves the PowerBI CSV contract** - Same filenames, columns, and ordering
- **Supports incremental + backfill extraction** - Efficient daily updates with periodic convergence
## Quick Start
### Installation
```bash
pip install ado-git-repo-insights
```
## Usage Options
This tool provides **two ways** to extract Azure DevOps Pull Request metrics:
| Aspect | CLI (Option 1) | Extension (Option 2) |
|--------|----------------|----------------------|
| **Requires Python** | Yes | No (bundled) |
| **Installation** | `pip install` | Upload VSIX to ADO |
| **Pipeline syntax** | Script steps | Task step |
| **Works outside ADO** | Yes | No (ADO only) |
| **Flexibility** | Higher | Standard |
### Option 1: Python CLI
Best for users comfortable with Python/pip, custom scripts, and non-ADO CI/CD systems.
#### First Run (Extract Data)
```bash
ado-insights extract \
--organization MyOrg \
--projects "ProjectOne,ProjectTwo" \
--pat $ADO_PAT \
--database ./ado-insights.sqlite
```
> **Note**: End date defaults to yesterday (to avoid incomplete data).
> Include today: `--end-date $(date +%Y-%m-%d)` (Bash) or `--end-date (Get-Date -Format yyyy-MM-dd)` (PowerShell)
#### Generate CSVs
```bash
ado-insights generate-csv \
--database ./ado-insights.sqlite \
--output ./csv_output
```
#### Backfill Mode (Weekly Convergence)
```bash
ado-insights extract \
--organization MyOrg \
--projects "ProjectOne,ProjectTwo" \
--pat $ADO_PAT \
--database ./ado-insights.sqlite \
--backfill-days 60
```
### Option 2: Azure DevOps Extension
Best for teams that prefer the ADO pipeline editor UI or want a self-contained task without managing Python dependencies.
```yaml
steps:
- task: ExtractPullRequests@1
inputs:
organization: 'MyOrg'
projects: 'Project1,Project2'
pat: '$(PAT_SECRET)'
database: '$(Pipeline.Workspace)/data/ado-insights.sqlite'
outputDir: '$(Pipeline.Workspace)/csv_output'
```
**Installation:**
1. Download the `.vsix` from [GitHub Releases](https://github.com/oddessentials/ado-git-repo-insights/releases)
2. Install in your ADO organization: Organization Settings → Extensions → Browse local extensions
## Configuration
Create a `config.yaml` file:
```yaml
organization: MyOrg
projects:
- ProjectOne
- ProjectTwo
- Project%20Three # URL-encoded names supported
api:
base_url: https://dev.azure.com
version: 7.1-preview.1
rate_limit_sleep_seconds: 0.5
max_retries: 3
retry_delay_seconds: 5
retry_backoff_multiplier: 2.0
backfill:
enabled: true
window_days: 60
```
Then run:
```bash
ado-insights extract --config config.yaml --pat $ADO_PAT
```
## Azure DevOps Pipeline Integration
See [sample-pipeline.yml](sample-pipeline.yml) for a complete example.
### Scheduled Daily Extraction
```yaml
schedules:
- cron: "0 6 * * *" # Daily at 6 AM UTC
displayName: "Daily PR Extraction"
branches:
include: [main]
always: true
```
### Weekly Backfill
```yaml
schedules:
- cron: "0 6 * * 0" # Weekly on Sunday
displayName: "Weekly Backfill"
branches:
include: [main]
always: true
```
## CSV Output Contract
The following CSVs are generated with **exact schema and column order** for PowerBI compatibility:
| File | Columns |
|------|---------|
| `organizations.csv` | `organization_name` |
| `projects.csv` | `organization_name`, `project_name` |
| `repositories.csv` | `repository_id`, `repository_name`, `project_name`, `organization_name` |
| `pull_requests.csv` | `pull_request_uid`, `pull_request_id`, `organization_name`, `project_name`, `repository_id`, `user_id`, `title`, `status`, `description`, `creation_date`, `closed_date`, `cycle_time_minutes` |
| `users.csv` | `user_id`, `display_name`, `email` |
| `reviewers.csv` | `pull_request_uid`, `user_id`, `vote`, `repository_id` |
## Security & Permissions
### PR Insights Dashboard (Phase 3)
The PR Insights dashboard reads data from pipeline-produced artifacts. **Users must have Build Read permission** on the analytics pipeline to view dashboard data.
| Requirement | Details |
|-------------|---------|
| **Permission scope** | Build → Read on the pipeline that produces artifacts |
| **No special redaction** | Data is not filtered per-user; access is all-or-nothing |
| **Artifact retention** | Operators must configure retention for their desired analytics window |
If a user lacks permissions, the dashboard displays: *"No access to analytics pipeline artifacts. Ask an admin for Build Read on pipeline X."*
## Governance
This project is governed by authoritative documents in `agents/`:
- [INVARIANTS.md](agents/INVARIANTS.md) - 25 non-negotiable invariants
- [definition-of-done.md](agents/definition-of-done.md) - Completion criteria
- [victory-gates.md](agents/victory-gates.md) - Verification gates
## Development
```bash
# Setup
python -m venv .venv
source .venv/bin/activate # or .venv\Scripts\activate on Windows
pip install -e .[dev]
# Lint + Format
ruff check .
ruff format .
# Type Check
mypy src/
# Test
pytest
```
## Contributing
### Line Endings (Windows Developers)
This repo uses LF line endings for cross-platform compatibility. The `.gitattributes` file handles this automatically, but for best results:
```bash
# Recommended: Let .gitattributes be the source of truth
git config core.autocrlf false
# Alternative: Convert on commit (but not checkout)
git config core.autocrlf input
```
If you see "CRLF will be replaced by LF" warnings, that's expected behavior.
## License
MIT
| text/markdown | null | "Odd Essentials, LLC" <admin@oddessentials.com> | null | null | MIT | null | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"requests>=2.28.0",
"pyyaml>=6.0",
"pandas>=2.0.0",
"azure-storage-blob>=12.0.0",
"pytest>=7.0; extra == \"dev\"",
"pytest-cov>=4.0; extra == \"dev\"",
"ruff==0.14.11; extra == \"dev\"",
"mypy>=1.0; extra == \"dev\"",
"pre-commit>=3.0; extra == \"dev\"",
"types-requests>=2.28.0; extra == \"dev\"",... | [] | [] | [] | [] | twine/6.1.0 CPython/3.13.7 | 2026-01-16T04:06:07.247278 | ado_git_repo_insights-2.6.0-py3-none-any.whl | 55,010 | 67/e2/94825d843c2fb88f92baa3868721d9721291ce6348499f64285a44d0699a/ado_git_repo_insights-2.6.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 259fbc4e63981c5a3af68b229dbb3640 | 20935d121bca324f5ba358b697ac009e30e804b1257b4d436e69e4797a9a3498 | 67e294825d843c2fb88f92baa3868721d9721291ce6348499f64285a44d0699a | null | [
"LICENSE"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:06.774776 | ry-0.0.79-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | 7,091,667 | cc/02/7e8396a014ca96885cb445c54014e7c3add9934c22fac8b47f7242033992/ry-0.0.79-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | cp313 | bdist_wheel | null | false | cb2fb9980ac8d180f08f0b93539dfa4c | 69a6070191ccfb16a43f9ddd6d069e2359cb5264afea44a4622cd9e0d61d361b | cc027e8396a014ca96885cb445c54014e7c3add9934c22fac8b47f7242033992 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.1 | odoo-addon-base-user-role | 18.0.1.0.5.5 | User roles | .. image:: https://odoo-community.org/readme-banner-image
:target: https://odoo-community.org/get-involved?utm_source=readme
:alt: Odoo Community Association
==========
User roles
==========
..
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!! This file is generated by oca-gen-addon-readme !!
!! changes will be overwritten. !!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!! source digest: sha256:b3aa00f609d45dcd82a69b2a3e13b327096ab1d25883b543e3e45538e854d40c
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
.. |badge1| image:: https://img.shields.io/badge/maturity-Production%2FStable-green.png
:target: https://odoo-community.org/page/development-status
:alt: Production/Stable
.. |badge2| image:: https://img.shields.io/badge/license-LGPL--3-blue.png
:target: http://www.gnu.org/licenses/lgpl-3.0-standalone.html
:alt: License: LGPL-3
.. |badge3| image:: https://img.shields.io/badge/github-OCA%2Fserver--backend-lightgray.png?logo=github
:target: https://github.com/OCA/server-backend/tree/18.0/base_user_role
:alt: OCA/server-backend
.. |badge4| image:: https://img.shields.io/badge/weblate-Translate%20me-F47D42.png
:target: https://translation.odoo-community.org/projects/server-backend-18-0/server-backend-18-0-base_user_role
:alt: Translate me on Weblate
.. |badge5| image:: https://img.shields.io/badge/runboat-Try%20me-875A7B.png
:target: https://runboat.odoo-community.org/builds?repo=OCA/server-backend&target_branch=18.0
:alt: Try me on Runboat
|badge1| |badge2| |badge3| |badge4| |badge5|
This module was written to extend the standard functionality regarding
users and groups management. It helps creating well-defined user roles
and associating them to users.
It can become very hard to maintain a large number of user profiles over
time, juggling with many technical groups. For this purpose, this module
will help you to:
- define functional roles by aggregating low-level groups,
- set user accounts with the predefined roles (roles are cumulative),
- update groups of all relevant user accounts (all at once),
- ensure that user accounts will have the groups defined in their
roles (nothing more, nothing less). In other words, you can not set
groups manually on a user as long as there is roles configured on
it,
- activate/deactivate roles depending on the date (useful to plan
holidays, etc)
- get a quick overview of roles and the related user accounts.
That way you make clear the different responsabilities within a company,
and are able to add and update user accounts in a scalable and reliable
way.
**Table of contents**
.. contents::
:local:
Configuration
=============
To configure this module, you need to go to *Settings / Users / Roles*,
and create a new role. From there, you can add groups to compose your
role, and then associate users to it.
You can also define default roles for a new user by editing the user
called "Default User".
Roles:
|image1|
Add groups:
|image2|
Add users (with dates or not):
|image3|
Instead of creating roles from scratch, it is possible to create a role
based on the groups of an existing user: select or open the user and
choose "Create role from user" in the action menu.
.. |image1| image:: https://raw.githubusercontent.com/OCA/server-backend/16.0/base_user_role/static/description/roles.png
.. |image2| image:: https://raw.githubusercontent.com/OCA/server-backend/16.0/base_user_role/static/description/role_groups.png
.. |image3| image:: https://raw.githubusercontent.com/OCA/server-backend/16.0/base_user_role/static/description/role_users.png
Usage
=====
To use this module, you need to:
1. Go to Configuration / Users / Users choose user and set Roles:
|image|
.. |image| image:: https://raw.githubusercontent.com/OCA/server-backend/base_user_role/static/description/user_form.png
Bug Tracker
===========
Bugs are tracked on `GitHub Issues <https://github.com/OCA/server-backend/issues>`_.
In case of trouble, please check there if your issue has already been reported.
If you spotted it first, help us to smash it by providing a detailed and welcomed
`feedback <https://github.com/OCA/server-backend/issues/new?body=module:%20base_user_role%0Aversion:%2018.0%0A%0A**Steps%20to%20reproduce**%0A-%20...%0A%0A**Current%20behavior**%0A%0A**Expected%20behavior**>`_.
Do not contact contributors directly about support or help with technical issues.
Credits
=======
Authors
-------
* ABF OSIELL
Contributors
------------
- Sébastien Alix <sebastien.alix@camptocamp.com>
- Duc, Dao Dong <duc.dd@komit-consulting.com>
(https://komit-consulting.com)
- Jean-Charles Drubay <jc@komit-consulting.com>
(https://komit-consulting.com)
- Alan Ramos <alan.ramos@jarsa.com.mx> (https://www.jarsa.com.mx)
- Harald Panten <harald.panten@sygel.es>
- Kevin Khao <kevin.khao@akretion.com>
- Tatiana Deribina <tatiana.deribina@sprintit.fi> (https://sprintit.fi)
- Guillem Casassas <guillem.casassas@forgeflow.com>
- Guillaume Pothier <gpothier@caligrafix.cl>
Do not contact contributors directly about support or help with
technical issues.
Other credits
-------------
Images
~~~~~~
- Oxygen Team:
`Icon <http://www.iconarchive.com/show/oxygen-icons-by-oxygen-icons.org/Actions-user-group-new-icon.html>`__
(LGPL)
Maintainers
-----------
This module is maintained by the OCA.
.. image:: https://odoo-community.org/logo.png
:alt: Odoo Community Association
:target: https://odoo-community.org
OCA, or the Odoo Community Association, is a nonprofit organization whose
mission is to support the collaborative development of Odoo features and
promote its widespread use.
.. |maintainer-sebalix| image:: https://github.com/sebalix.png?size=40px
:target: https://github.com/sebalix
:alt: sebalix
.. |maintainer-jcdrubay| image:: https://github.com/jcdrubay.png?size=40px
:target: https://github.com/jcdrubay
:alt: jcdrubay
.. |maintainer-novawish| image:: https://github.com/novawish.png?size=40px
:target: https://github.com/novawish
:alt: novawish
Current `maintainers <https://odoo-community.org/page/maintainer-role>`__:
|maintainer-sebalix| |maintainer-jcdrubay| |maintainer-novawish|
This module is part of the `OCA/server-backend <https://github.com/OCA/server-backend/tree/18.0/base_user_role>`_ project on GitHub.
You are welcome to contribute. To learn how please visit https://odoo-community.org/page/Contribute.
| text/x-rst | ABF OSIELL, Odoo Community Association (OCA) | support@odoo-community.org | null | null | LGPL-3 | null | [
"Programming Language :: Python",
"Framework :: Odoo",
"Framework :: Odoo :: 18.0",
"License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)",
"Development Status :: 5 - Production/Stable"
] | [] | https://github.com/OCA/server-backend | null | >=3.10 | [] | [] | [] | [
"odoo==18.0.*"
] | [] | [] | [] | [] | twine/6.2.0 CPython/3.12.3 | 2026-01-16T04:06:09.165265 | odoo_addon_base_user_role-18.0.1.0.5.5-py3-none-any.whl | 289,815 | 28/60/8d128d248f1048f6e661ed2a570085c1466f669f108f2e2ad1819da79875/odoo_addon_base_user_role-18.0.1.0.5.5-py3-none-any.whl | py3 | bdist_wheel | null | false | 250f928852242e995973b86180073975 | 4ecd7faa1a1de573f87d90f1943053476036b7dbdba8e0f7e93776027b6e2124 | 28608d128d248f1048f6e661ed2a570085c1466f669f108f2e2ad1819da79875 | null | [] |
2.4 | ado-git-repo-insights | 2.6.0 | Extract Azure DevOps Pull Request metrics to SQLite and generate PowerBI-compatible CSVs. | # ado-git-repo-insights
[](https://codecov.io/gh/oddessentials/ado-git-repo-insights)
Extract Azure DevOps Pull Request metrics to SQLite and generate PowerBI-compatible CSVs.
## Overview
This tool replaces the MongoDB-based `ado-pull-request-metrics` with a lightweight, file-based solution that:
- **Stores data in SQLite** - No external database required
- **Runs as an Azure DevOps Pipeline Task** - Scheduled daily extraction
- **Preserves the PowerBI CSV contract** - Same filenames, columns, and ordering
- **Supports incremental + backfill extraction** - Efficient daily updates with periodic convergence
## Quick Start
### Installation
```bash
pip install ado-git-repo-insights
```
## Usage Options
This tool provides **two ways** to extract Azure DevOps Pull Request metrics:
| Aspect | CLI (Option 1) | Extension (Option 2) |
|--------|----------------|----------------------|
| **Requires Python** | Yes | No (bundled) |
| **Installation** | `pip install` | Upload VSIX to ADO |
| **Pipeline syntax** | Script steps | Task step |
| **Works outside ADO** | Yes | No (ADO only) |
| **Flexibility** | Higher | Standard |
### Option 1: Python CLI
Best for users comfortable with Python/pip, custom scripts, and non-ADO CI/CD systems.
#### First Run (Extract Data)
```bash
ado-insights extract \
--organization MyOrg \
--projects "ProjectOne,ProjectTwo" \
--pat $ADO_PAT \
--database ./ado-insights.sqlite
```
> **Note**: End date defaults to yesterday (to avoid incomplete data).
> Include today: `--end-date $(date +%Y-%m-%d)` (Bash) or `--end-date (Get-Date -Format yyyy-MM-dd)` (PowerShell)
#### Generate CSVs
```bash
ado-insights generate-csv \
--database ./ado-insights.sqlite \
--output ./csv_output
```
#### Backfill Mode (Weekly Convergence)
```bash
ado-insights extract \
--organization MyOrg \
--projects "ProjectOne,ProjectTwo" \
--pat $ADO_PAT \
--database ./ado-insights.sqlite \
--backfill-days 60
```
### Option 2: Azure DevOps Extension
Best for teams that prefer the ADO pipeline editor UI or want a self-contained task without managing Python dependencies.
```yaml
steps:
- task: ExtractPullRequests@1
inputs:
organization: 'MyOrg'
projects: 'Project1,Project2'
pat: '$(PAT_SECRET)'
database: '$(Pipeline.Workspace)/data/ado-insights.sqlite'
outputDir: '$(Pipeline.Workspace)/csv_output'
```
**Installation:**
1. Download the `.vsix` from [GitHub Releases](https://github.com/oddessentials/ado-git-repo-insights/releases)
2. Install in your ADO organization: Organization Settings → Extensions → Browse local extensions
## Configuration
Create a `config.yaml` file:
```yaml
organization: MyOrg
projects:
- ProjectOne
- ProjectTwo
- Project%20Three # URL-encoded names supported
api:
base_url: https://dev.azure.com
version: 7.1-preview.1
rate_limit_sleep_seconds: 0.5
max_retries: 3
retry_delay_seconds: 5
retry_backoff_multiplier: 2.0
backfill:
enabled: true
window_days: 60
```
Then run:
```bash
ado-insights extract --config config.yaml --pat $ADO_PAT
```
## Azure DevOps Pipeline Integration
See [sample-pipeline.yml](sample-pipeline.yml) for a complete example.
### Scheduled Daily Extraction
```yaml
schedules:
- cron: "0 6 * * *" # Daily at 6 AM UTC
displayName: "Daily PR Extraction"
branches:
include: [main]
always: true
```
### Weekly Backfill
```yaml
schedules:
- cron: "0 6 * * 0" # Weekly on Sunday
displayName: "Weekly Backfill"
branches:
include: [main]
always: true
```
## CSV Output Contract
The following CSVs are generated with **exact schema and column order** for PowerBI compatibility:
| File | Columns |
|------|---------|
| `organizations.csv` | `organization_name` |
| `projects.csv` | `organization_name`, `project_name` |
| `repositories.csv` | `repository_id`, `repository_name`, `project_name`, `organization_name` |
| `pull_requests.csv` | `pull_request_uid`, `pull_request_id`, `organization_name`, `project_name`, `repository_id`, `user_id`, `title`, `status`, `description`, `creation_date`, `closed_date`, `cycle_time_minutes` |
| `users.csv` | `user_id`, `display_name`, `email` |
| `reviewers.csv` | `pull_request_uid`, `user_id`, `vote`, `repository_id` |
## Security & Permissions
### PR Insights Dashboard (Phase 3)
The PR Insights dashboard reads data from pipeline-produced artifacts. **Users must have Build Read permission** on the analytics pipeline to view dashboard data.
| Requirement | Details |
|-------------|---------|
| **Permission scope** | Build → Read on the pipeline that produces artifacts |
| **No special redaction** | Data is not filtered per-user; access is all-or-nothing |
| **Artifact retention** | Operators must configure retention for their desired analytics window |
If a user lacks permissions, the dashboard displays: *"No access to analytics pipeline artifacts. Ask an admin for Build Read on pipeline X."*
## Governance
This project is governed by authoritative documents in `agents/`:
- [INVARIANTS.md](agents/INVARIANTS.md) - 25 non-negotiable invariants
- [definition-of-done.md](agents/definition-of-done.md) - Completion criteria
- [victory-gates.md](agents/victory-gates.md) - Verification gates
## Development
```bash
# Setup
python -m venv .venv
source .venv/bin/activate # or .venv\Scripts\activate on Windows
pip install -e .[dev]
# Lint + Format
ruff check .
ruff format .
# Type Check
mypy src/
# Test
pytest
```
## Contributing
### Line Endings (Windows Developers)
This repo uses LF line endings for cross-platform compatibility. The `.gitattributes` file handles this automatically, but for best results:
```bash
# Recommended: Let .gitattributes be the source of truth
git config core.autocrlf false
# Alternative: Convert on commit (but not checkout)
git config core.autocrlf input
```
If you see "CRLF will be replaced by LF" warnings, that's expected behavior.
## License
MIT
| text/markdown | null | "Odd Essentials, LLC" <admin@oddessentials.com> | null | null | MIT | null | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12"
] | [] | null | null | >=3.10 | [] | [] | [] | [
"requests>=2.28.0",
"pyyaml>=6.0",
"pandas>=2.0.0",
"azure-storage-blob>=12.0.0",
"pytest>=7.0; extra == \"dev\"",
"pytest-cov>=4.0; extra == \"dev\"",
"ruff==0.14.11; extra == \"dev\"",
"mypy>=1.0; extra == \"dev\"",
"pre-commit>=3.0; extra == \"dev\"",
"types-requests>=2.28.0; extra == \"dev\"",... | [] | [] | [] | [] | twine/6.1.0 CPython/3.13.7 | 2026-01-16T04:06:08.521260 | ado_git_repo_insights-2.6.0.tar.gz | 634,602 | 19/51/140d2bd2076345478d7924f71f42c12d0692ef46e048a1da0226dca2ed11/ado_git_repo_insights-2.6.0.tar.gz | source | sdist | null | false | d6af80855c9145147979ae5e49a1e065 | a8aa146a314cc11a4a3f88b92edf2daeb02bf62ee70e48303cc7fde6e92a1f39 | 1951140d2bd2076345478d7924f71f42c12d0692ef46e048a1da0226dca2ed11 | null | [
"LICENSE"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:08.598991 | ry-0.0.79-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl | 6,896,948 | 0e/2c/4dbb796111ea61bbaa78c065d6666f3820ff2c2f020aa66f36fb71d9e3db/ry-0.0.79-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl | cp312 | bdist_wheel | null | false | 4e23552777631de236fc66c5973b8ae5 | 40af6f0bdb14fffba383e230c68a643202cf792eb46c14148a532619351f934e | 0e2c4dbb796111ea61bbaa78c065d6666f3820ff2c2f020aa66f36fb71d9e3db | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:10.690707 | ry-0.0.79-pp311-pypy311_pp73-manylinux_2_28_s390x.whl | 7,008,976 | fd/bf/6074a4d7ac0ee2f7e64d8f403ada0c94608c30af4aad11698eb3716cc909/ry-0.0.79-pp311-pypy311_pp73-manylinux_2_28_s390x.whl | pp311 | bdist_wheel | null | false | 7aaf7503de01bdf1cc9fc20adcbc4134 | 3407deb006ea015414bdeac230022b07169a3573b039a8f10617e08e6c093302 | fdbf6074a4d7ac0ee2f7e64d8f403ada0c94608c30af4aad11698eb3716cc909 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:12.173995 | ry-0.0.79-cp313-cp313-manylinux_2_28_ppc64le.whl | 7,176,622 | a8/82/0920320df10df9af7e541ef6f1697a7c24a72a41f9a8a3d40278177d5dff/ry-0.0.79-cp313-cp313-manylinux_2_28_ppc64le.whl | cp313 | bdist_wheel | null | false | 9437bf0ffae78eb9ad8d13e28d7048f4 | bb04b0bca1911ace0f1c30f045d324a048106518940c0edc9f27c18ebb1164d8 | a8820920320df10df9af7e541ef6f1697a7c24a72a41f9a8a3d40278177d5dff | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | pulumi-newrelic | 5.59.0 | A Pulumi package for creating and managing New Relic resources. | [](https://github.com/pulumi/pulumi-newrelic/actions)
[](https://slack.pulumi.com)
[](https://www.npmjs.com/package/@pulumi/newrelic)
[](https://pypi.org/project/pulumi-newrelic)
[](https://badge.fury.io/nu/pulumi.newrelic)
[](https://pkg.go.dev/github.com/pulumi/pulumi-newrelic/sdk/v5/go)
[](https://github.com/pulumi/pulumi-newrelic/blob/master/LICENSE)
# New Relic Provider
The New Relic resource provider for Pulumi lets you use New Relic resources in your cloud programs.
To use this package, please [install the Pulumi CLI first][1].
## Installing
This package is available in many languages in the standard packaging formats.
### Node.js (Java/TypeScript)
To use from JavaScript or TypeScript in Node.js, install using either `npm`:
$ npm install @pulumi/newrelic
or `yarn`:
$ yarn add @pulumi/newrelic
### Python
To use from Python, install using `pip`:
$ pip install pulumi_newrelic
### Go
To use from Go, use `go get` to grab the latest version of the library
$ go get github.com/pulumi/pulumi-newrelic/sdk/v5
### .NET
To use from .NET, install using `dotnet add package`:
$ dotnet add package Pulumi.Newrelic
## Configuration
The following configuration points are available:
- `newrelic:apiKey` - Your New Relic API key. The `NEW_RELIC_API_KEY` environment variable can also be used.
- `newrelic:adminApiKey` - Your New Relic Admin API key. The `NEW_RELIC_ADMIN_API_KEY` environment variable can also be used.
- `newrelic:region` - The region for the data center for which your New Relic account is configured. The New Relic region
can also be set via the environment variable `NEW_RELIC_REGION`. Valid values are `US` or `EU`. Only one region per
provider block can be configured. If you have accounts in both regions, you must instantiate two providers -
one for US and one for EU
- `newrelic:insecureSkipVerify` - Trust self-signed SSL certificates. If omitted, the `NEW_RELIC_API_SKIP_VERIFY` environment
variable is used.
- `newrelic:insightsInsertKey` - Your Insights insert key used when inserting Insights events via the `insights.Event` resource.
Can also use `NEW_RELIC_INSIGHTS_INSERT_KEY` environment variable.
- `newrelic:insightsInsertUrl` - This argument changes the Insights insert URL (default is `https://insights-collector.newrelic.com/v1/accounts`).
If the New Relic account is in the EU, the Insights API URL must be set to `https://insights-collector.eu.newrelic.com/v1`.
- `newrelic:caCerts` - A path to a PEM-encoded certificate authority used to verify the remote agent's certificate. The
`NEW_RELIC_API_CACERT` environment variable can also be used.
## Reference
For further information, please visit [the NewRelic provider docs](https://www.pulumi.com/docs/intro/cloud-providers/newrelic) or for detailed reference documentation, please visit [the API docs](https://www.pulumi.com/docs/reference/pkg/newrelic).
[1]: https://www.pulumi.com/docs
| text/markdown | null | null | null | null | Apache-2.0 | pulumi, new relic | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"parver>=0.2.1",
"pulumi<4.0.0,>=3.165.0",
"semver>=2.8.1",
"typing-extensions<5,>=4.11; python_version < \"3.11\""
] | [] | [] | [] | [
"Homepage, https://pulumi.io",
"Repository, https://github.com/pulumi/pulumi-newrelic"
] | twine/6.2.0 CPython/3.11.8 | 2026-01-16T04:06:13.142871 | pulumi_newrelic-5.59.0-py3-none-any.whl | 405,069 | b3/03/3c9527ed733c735c7266d744892163a529f7d99f413a0b7d0b763bd00422/pulumi_newrelic-5.59.0-py3-none-any.whl | py3 | bdist_wheel | null | false | 591871d90d409bebffaf1739aff66d05 | 558be7613611670a5be8d215fef768e7f5b339b306885c1ee3d37f5515ce3ebc | b3033c9527ed733c735c7266d744892163a529f7d99f413a0b7d0b763bd00422 | null | [] |
2.4 | pulumi-newrelic | 5.59.0 | A Pulumi package for creating and managing New Relic resources. | [](https://github.com/pulumi/pulumi-newrelic/actions)
[](https://slack.pulumi.com)
[](https://www.npmjs.com/package/@pulumi/newrelic)
[](https://pypi.org/project/pulumi-newrelic)
[](https://badge.fury.io/nu/pulumi.newrelic)
[](https://pkg.go.dev/github.com/pulumi/pulumi-newrelic/sdk/v5/go)
[](https://github.com/pulumi/pulumi-newrelic/blob/master/LICENSE)
# New Relic Provider
The New Relic resource provider for Pulumi lets you use New Relic resources in your cloud programs.
To use this package, please [install the Pulumi CLI first][1].
## Installing
This package is available in many languages in the standard packaging formats.
### Node.js (Java/TypeScript)
To use from JavaScript or TypeScript in Node.js, install using either `npm`:
$ npm install @pulumi/newrelic
or `yarn`:
$ yarn add @pulumi/newrelic
### Python
To use from Python, install using `pip`:
$ pip install pulumi_newrelic
### Go
To use from Go, use `go get` to grab the latest version of the library
$ go get github.com/pulumi/pulumi-newrelic/sdk/v5
### .NET
To use from .NET, install using `dotnet add package`:
$ dotnet add package Pulumi.Newrelic
## Configuration
The following configuration points are available:
- `newrelic:apiKey` - Your New Relic API key. The `NEW_RELIC_API_KEY` environment variable can also be used.
- `newrelic:adminApiKey` - Your New Relic Admin API key. The `NEW_RELIC_ADMIN_API_KEY` environment variable can also be used.
- `newrelic:region` - The region for the data center for which your New Relic account is configured. The New Relic region
can also be set via the environment variable `NEW_RELIC_REGION`. Valid values are `US` or `EU`. Only one region per
provider block can be configured. If you have accounts in both regions, you must instantiate two providers -
one for US and one for EU
- `newrelic:insecureSkipVerify` - Trust self-signed SSL certificates. If omitted, the `NEW_RELIC_API_SKIP_VERIFY` environment
variable is used.
- `newrelic:insightsInsertKey` - Your Insights insert key used when inserting Insights events via the `insights.Event` resource.
Can also use `NEW_RELIC_INSIGHTS_INSERT_KEY` environment variable.
- `newrelic:insightsInsertUrl` - This argument changes the Insights insert URL (default is `https://insights-collector.newrelic.com/v1/accounts`).
If the New Relic account is in the EU, the Insights API URL must be set to `https://insights-collector.eu.newrelic.com/v1`.
- `newrelic:caCerts` - A path to a PEM-encoded certificate authority used to verify the remote agent's certificate. The
`NEW_RELIC_API_CACERT` environment variable can also be used.
## Reference
For further information, please visit [the NewRelic provider docs](https://www.pulumi.com/docs/intro/cloud-providers/newrelic) or for detailed reference documentation, please visit [the API docs](https://www.pulumi.com/docs/reference/pkg/newrelic).
[1]: https://www.pulumi.com/docs
| text/markdown | null | null | null | null | Apache-2.0 | pulumi, new relic | [] | [] | null | null | >=3.9 | [] | [] | [] | [
"parver>=0.2.1",
"pulumi<4.0.0,>=3.165.0",
"semver>=2.8.1",
"typing-extensions<5,>=4.11; python_version < \"3.11\""
] | [] | [] | [] | [
"Homepage, https://pulumi.io",
"Repository, https://github.com/pulumi/pulumi-newrelic"
] | twine/6.2.0 CPython/3.11.8 | 2026-01-16T04:06:14.893960 | pulumi_newrelic-5.59.0.tar.gz | 329,228 | 83/61/24cf4430824c5de49a83a923e8d19043ebeaba2f1d82a9c1c9de5fe4a204/pulumi_newrelic-5.59.0.tar.gz | source | sdist | null | false | 110fc1fd02509c4823b331d83fb779ac | bc0db679be06f40e888e383e6924b622b6bd911d4088dd90f495133c2dd4b0d6 | 836124cf4430824c5de49a83a923e8d19043ebeaba2f1d82a9c1c9de5fe4a204 | null | [] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:15.090634 | ry-0.0.79-cp313-cp313t-musllinux_1_2_aarch64.whl | 6,864,480 | 7e/8e/0099480a096f4e8dfd2bf5d637c5275a6609430fef70b3eb1d99854de3f9/ry-0.0.79-cp313-cp313t-musllinux_1_2_aarch64.whl | cp313 | bdist_wheel | null | false | c289609131a60be7a3e1b7de519ea9e4 | 86be4316ad2e0103f8dff66febf7dde76a1eb7b9952f1fb8ee6a8fc5ceb4ff96 | 7e8e0099480a096f4e8dfd2bf5d637c5275a6609430fef70b3eb1d99854de3f9 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:16.820382 | ry-0.0.79-cp314-cp314-musllinux_1_2_x86_64.whl | 7,280,352 | d7/c9/f17d80ec3837a57582eb9d1089b883c2ffc574edaee572dc2c08aea9d8bb/ry-0.0.79-cp314-cp314-musllinux_1_2_x86_64.whl | cp314 | bdist_wheel | null | false | 0dbcbed7f4d8fa1af0786e92877d3509 | 3d7c872ebdc1f13476d3af06e780f2b74549267dbdedd5221d42b7be4ae5c32c | d7c9f17d80ec3837a57582eb9d1089b883c2ffc574edaee572dc2c08aea9d8bb | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:18.248128 | ry-0.0.79-cp313-cp313-manylinux_2_28_s390x.whl | 7,042,601 | 90/6e/cead4673f84e43299f2c4e7455fd2b0068426f176c1c415abd0f31e47a76/ry-0.0.79-cp313-cp313-manylinux_2_28_s390x.whl | cp313 | bdist_wheel | null | false | c90269b15e9960ce399ee9e61409e3be | 2c8ccc1706e5fc1bcf8a8b63f6ff326e604d86f07d78cb8d174587e4342d4c57 | 906ecead4673f84e43299f2c4e7455fd2b0068426f176c1c415abd0f31e47a76 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:19.678597 | ry-0.0.79-cp311-cp311-musllinux_1_2_i686.whl | 6,825,153 | ec/0b/0ce38284f26c0cc7f1f6a9e0d14f93f92569a18e15eb78b9d16ce8e18bdb/ry-0.0.79-cp311-cp311-musllinux_1_2_i686.whl | cp311 | bdist_wheel | null | false | cf44a6c8c60a62f41d6b5d45406381c0 | 887c6eeebab81938c81cb8fb2b316430c89b15d1a1e9612c2ffa63b2041f67e5 | ec0b0ce38284f26c0cc7f1f6a9e0d14f93f92569a18e15eb78b9d16ce8e18bdb | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:21.229350 | ry-0.0.79-cp314-cp314t-musllinux_1_2_x86_64.whl | 7,250,760 | f7/92/f866beda86758cd9bde53ca66a052671c43e931a40435e35fd320e75eb13/ry-0.0.79-cp314-cp314t-musllinux_1_2_x86_64.whl | cp314 | bdist_wheel | null | false | 29604770c4d12fd6129d512a798d4252 | ac8cf6ce7edf2915a34a5eda571b9baf96728aca4f2fb98785bd31b8badb0d3b | f792f866beda86758cd9bde53ca66a052671c43e931a40435e35fd320e75eb13 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:22.762529 | ry-0.0.79-cp313-cp313t-manylinux_2_28_aarch64.whl | 6,705,311 | eb/13/f959813c0425c29bff89e6355ae0a3eef1a345bb197128ef0886d5e27c0d/ry-0.0.79-cp313-cp313t-manylinux_2_28_aarch64.whl | cp313 | bdist_wheel | null | false | 5c856d1aa87954825f7dc9cc7fc89e89 | d043c7d7dc94eb35a2c44799b522e04d18b0637afce40749a680a4f86f2bc84a | eb13f959813c0425c29bff89e6355ae0a3eef1a345bb197128ef0886d5e27c0d | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:24.059719 | ry-0.0.79-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl | 7,264,952 | a4/c9/8bf445fa422dc879d2fce17cda8d0a847c3d6e1fe28b5cb0f18c42128f3a/ry-0.0.79-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl | pp311 | bdist_wheel | null | false | 13c433bf315a3d12d2462c8f1888ac46 | 0b308e972a6c9c248d6a9f960bcfb1824f121e2d3e55e1d9fa5725a69217d263 | a4c98bf445fa422dc879d2fce17cda8d0a847c3d6e1fe28b5cb0f18c42128f3a | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:25.775332 | ry-0.0.79-cp314-cp314t-manylinux_2_17_i686.manylinux2014_i686.whl | 6,841,514 | 6a/9d/9e33f279b0730e3f2486b2a769527274db053948c91c97f73f4ae17cdb6b/ry-0.0.79-cp314-cp314t-manylinux_2_17_i686.manylinux2014_i686.whl | cp314 | bdist_wheel | null | false | 08eee0bee2d0d73e19e43c4aee6a8adb | 17bf1cafeb33dffd81f0c4a7a473f709afc2a5f9bb495eb770c321f7230a3743 | 6a9d9e33f279b0730e3f2486b2a769527274db053948c91c97f73f4ae17cdb6b | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:27.148182 | ry-0.0.79-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl | 6,872,638 | 4d/ea/573309e5bb2bdad0e5cc2d7d227475c4f98891f9532531bf72a270c96e5e/ry-0.0.79-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl | pp311 | bdist_wheel | null | false | c807fef9f0e7d1cd30a5b94a2db69c46 | 99381bf8f16ac38284af7e39b485f597500e5b66b9109066dafd726eb21591b4 | 4dea573309e5bb2bdad0e5cc2d7d227475c4f98891f9532531bf72a270c96e5e | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:28.425201 | ry-0.0.79-cp311-cp311-musllinux_1_2_x86_64.whl | 7,265,142 | 20/12/7c4437c351dfa8410ff521844fcdacb76938141c2b78facd29f2cd3971e1/ry-0.0.79-cp311-cp311-musllinux_1_2_x86_64.whl | cp311 | bdist_wheel | null | false | afd1291bcfd75e7479692cc79a503b2f | 595c7011764701a5720866bc6300c903fa8f3cf121cd12a69803d2ad3d70c222 | 20127c4437c351dfa8410ff521844fcdacb76938141c2b78facd29f2cd3971e1 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:29.968080 | ry-0.0.79-cp312-cp312-musllinux_1_2_i686.whl | 6,827,190 | ad/fe/d50632e405b68ee5d5f6ddfb0438f89dc27e66970e1ddc2a9f3d22025304/ry-0.0.79-cp312-cp312-musllinux_1_2_i686.whl | cp312 | bdist_wheel | null | false | 26d14a5837147c52a76812a0b7ff0792 | b1300dcc41171b4b6b4dea77f412d718583119fc92e81999b5a6b302190b9aa1 | adfed50632e405b68ee5d5f6ddfb0438f89dc27e66970e1ddc2a9f3d22025304 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:31.663709 | ry-0.0.79-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | 7,052,570 | 46/45/890251f48e8407a2008971e655c052ba0dd28bba67f3bd97128e4879b21d/ry-0.0.79-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | cp314 | bdist_wheel | null | false | 30d934a9a1273adeae45cf27f0170bfd | 33a92116c5aaaf8f45f0642c15501c4a6dde30d88ecbc6337b77e7a18abd38a7 | 4645890251f48e8407a2008971e655c052ba0dd28bba67f3bd97128e4879b21d | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:33.061447 | ry-0.0.79-cp312-cp312-manylinux_2_28_aarch64.whl | 6,715,992 | 46/ab/100a41cb2facb0087ac15761494341021ce3b22a1711aa8b10ef5799161c/ry-0.0.79-cp312-cp312-manylinux_2_28_aarch64.whl | cp312 | bdist_wheel | null | false | 2fe94faba9f8769ed6b730f2e6359a17 | 0eca2b3f19b9217abf1bcfc7be9d6fcec9832e187e446937a6d28a127728842a | 46ab100a41cb2facb0087ac15761494341021ce3b22a1711aa8b10ef5799161c | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:34.604244 | ry-0.0.79-cp313-cp313t-musllinux_1_2_x86_64.whl | 7,287,090 | 53/29/a0223a7113dc0ae8d236b3012619eb4f1399a21c73d0f083ea3da1f492ee/ry-0.0.79-cp313-cp313t-musllinux_1_2_x86_64.whl | cp313 | bdist_wheel | null | false | c3d553bc7ae8e8c6ce18034c3e80895d | 10c48e8728ff3a79d297a9a57c9875f23cff5c48fc7ac926cf96fb1d3d3f3310 | 5329a0223a7113dc0ae8d236b3012619eb4f1399a21c73d0f083ea3da1f492ee | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:36.319399 | ry-0.0.79.tar.gz | 598,506 | 69/78/b054ceef06cef049ac2ace502fdecd123aeefa274dc0b595d4770a4077a9/ry-0.0.79.tar.gz | source | sdist | null | false | 55e7caa42f3cff55145c6e4b19b4f455 | cef7e72775e73fafefc36e2cbfc8975c7ed4fdc6b799643011d47117e0c8f313 | 6978b054ceef06cef049ac2ace502fdecd123aeefa274dc0b595d4770a4077a9 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:37.655397 | ry-0.0.79-pp311-pypy311_pp73-manylinux_2_17_i686.manylinux2014_i686.whl | 6,905,067 | cd/38/e18964f820a26948fd722d18424b300a33c50e6145460cc35927e95b6d70/ry-0.0.79-pp311-pypy311_pp73-manylinux_2_17_i686.manylinux2014_i686.whl | pp311 | bdist_wheel | null | false | 45dc02503f8c21b928dae52b4b0db47d | 53c081e45ae90ca57b6f215b661dab89052d3f1be3ecac1ee2cde0bb548ce6b4 | cd38e18964f820a26948fd722d18424b300a33c50e6145460cc35927e95b6d70 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:39.167107 | ry-0.0.79-cp314-cp314t-musllinux_1_2_aarch64.whl | 6,830,911 | 91/26/3cb6cc7666b7555331b1e801ec922f11d5748b36a1a58d9ca08e6ff01380/ry-0.0.79-cp314-cp314t-musllinux_1_2_aarch64.whl | cp314 | bdist_wheel | null | false | 8e6bfd2639d56a91a4413f25a3c8bc7b | 8f2e3bd778d8fdaf930632ebb91f58c4ebacbbebef6c2308d6aacfed372a2341 | 91263cb6cc7666b7555331b1e801ec922f11d5748b36a1a58d9ca08e6ff01380 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:41.049160 | ry-0.0.79-cp313-cp313t-manylinux_2_28_ppc64le.whl | 7,123,293 | c6/fb/93d9e5511a206ed8b94889a96feb2144c43df34dc58c47f940e1f867496d/ry-0.0.79-cp313-cp313t-manylinux_2_28_ppc64le.whl | cp313 | bdist_wheel | null | false | 7cfe43f8f3e737f44d2ffbbaeed440e1 | b5db2d7497396d93cf191aa656fd9e6fac1fcadbf539d18f7f3ab8f9292cb445 | c6fb93d9e5511a206ed8b94889a96feb2144c43df34dc58c47f940e1f867496d | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:42.787637 | ry-0.0.79-cp314-cp314-manylinux_2_28_aarch64.whl | 6,711,207 | 41/68/5c5396d85d41014f5770f25170e81990878229f36ada9ae66413be7b91f0/ry-0.0.79-cp314-cp314-manylinux_2_28_aarch64.whl | cp314 | bdist_wheel | null | false | 93fa7d7e985e403f550549bbd4f6e3e4 | c0064cfe7243981165a80453102f165f99e9a46a04626f565679e3ae20bd320f | 41685c5396d85d41014f5770f25170e81990878229f36ada9ae66413be7b91f0 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:44.396200 | ry-0.0.79-cp313-cp313-musllinux_1_2_aarch64.whl | 6,877,237 | 69/c3/1a34dcda731504898efba199dccfb6dbdddc74302d34c845acf431c4d1e7/ry-0.0.79-cp313-cp313-musllinux_1_2_aarch64.whl | cp313 | bdist_wheel | null | false | 8861ede5beb220511a3f72100fc22751 | ed783d7504ed36f1a6d8b8a32006a46a9bb578a6a9a209f9b44947018fdfbae8 | 69c31a34dcda731504898efba199dccfb6dbdddc74302d34c845acf431c4d1e7 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:45.774998 | ry-0.0.79-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | 7,072,713 | 6d/25/5242d826ab259f53a76d3cb4ca6cd2afc09e23879e6e628097af1c60c877/ry-0.0.79-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | pp311 | bdist_wheel | null | false | 6194bcefd12f06a0651458ff61482ca4 | 4799e6b8fcd2274c08f83ad21327a66e77f93b74c11ea8ae9f819ca96bba5a45 | 6d255242d826ab259f53a76d3cb4ca6cd2afc09e23879e6e628097af1c60c877 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:47.087499 | ry-0.0.79-pp311-pypy311_pp73-musllinux_1_2_i686.whl | 6,820,163 | 95/6b/dd69574f82ed97ff5d0f3829dfc192c4af83bd2201e115e57b8b4446eb82/ry-0.0.79-pp311-pypy311_pp73-musllinux_1_2_i686.whl | pp311 | bdist_wheel | null | false | 48034322b5675a3cbf026a9b776adb9b | 3b489cb367ff1a89683a65613858b1ebc8e2304c4c4bd58bcf90da27b1e7f9d8 | 956bdd69574f82ed97ff5d0f3829dfc192c4af83bd2201e115e57b8b4446eb82 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:48.393051 | ry-0.0.79-cp314-cp314-macosx_11_0_arm64.whl | 6,329,147 | 36/aa/4f3047d60870e690d6f6f484571cb120b924bfa82e4413e5622116fa06e2/ry-0.0.79-cp314-cp314-macosx_11_0_arm64.whl | cp314 | bdist_wheel | null | false | 17c34b24f5cfa4a1e5d2c798b8d8ab32 | a6c36050294f9675ec6f9bbe308e8407456b54914b5b3d8df10115bf7da65b8c | 36aa4f3047d60870e690d6f6f484571cb120b924bfa82e4413e5622116fa06e2 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:49.706697 | ry-0.0.79-cp313-cp313t-manylinux_2_28_armv7l.whl | 6,607,255 | 68/8d/dfd6155abce28a4ad9f118fdec70c3149d750ff804131a28fc1b2055a627/ry-0.0.79-cp313-cp313t-manylinux_2_28_armv7l.whl | cp313 | bdist_wheel | null | false | 0afa8f38a77890f6f3d1d31c4b35e200 | 52cad47ade7af653aeddb639c4d7acfbb4a4afa73a8309157da49726f972ac5d | 688ddfd6155abce28a4ad9f118fdec70c3149d750ff804131a28fc1b2055a627 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:51.289553 | ry-0.0.79-cp311-cp311-win_amd64.whl | 6,340,587 | bc/e8/29f78eebdbbe94bc3ff247b2ce8a0e07f2d696593d1c7af460a812b34d36/ry-0.0.79-cp311-cp311-win_amd64.whl | cp311 | bdist_wheel | null | false | 09864e0a68e3f3e99d7b97d671467fcc | 0c506c51a1a016eb8b390063171ab6f4a58525a9b5c2451809c0ccc35df16529 | bce829f78eebdbbe94bc3ff247b2ce8a0e07f2d696593d1c7af460a812b34d36 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:52.938402 | ry-0.0.79-cp313-cp313-macosx_11_0_arm64.whl | 6,341,088 | e5/4f/a66f82dea3e3c45b1e7392539ffba7772cb91ef93f07b1ca09375762f409/ry-0.0.79-cp313-cp313-macosx_11_0_arm64.whl | cp313 | bdist_wheel | null | false | 66bca298730fd9867b891fec82fffad7 | 631c02dd87c31e89acddca488ae3a90d8eb37b33deb7dd692d2b8c7c45f37a52 | e54fa66f82dea3e3c45b1e7392539ffba7772cb91ef93f07b1ca09375762f409 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.1 | alibabacloud-elasticsearch20170613 | 5.0.0 | Alibaba Cloud Elasticsearch (20170613) SDK Library for Python | English | [简体中文](README-CN.md)
## Alibaba Cloud elasticsearch SDK for Python
## Requirements
- Python >= 3.7
## Installation
- **Install with pip**
Python SDK uses a common package management tool named `pip`. If pip is not installed, see the [pip user guide](https://pip.pypa.io/en/stable/installing/ "pip User Guide") to install pip.
```bash
# Install the alibabacloud_elasticsearch20170613
pip install alibabacloud_elasticsearch20170613
```
## Issues
[Opening an Issue](https://github.com/aliyun/alibabacloud-sdk/issues/new), Issues not conforming to the guidelines may be closed immediately.
## Usage
[Quick Examples](https://github.com/aliyun/alibabacloud-python-sdk/blob/master/docs/0-Usage-EN.md#quick-examples)
## Changelog
Detailed changes for each release are documented in the [release notes](https://github.com/aliyun/alibabacloud-python-sdk/blob/master/elasticsearch-20170613/ChangeLog.md).
## References
- [Latest Release](https://github.com/aliyun/alibabacloud-sdk/tree/master/python)
## License
[Apache-2.0](http://www.apache.org/licenses/LICENSE-2.0)
Copyright (c) 2009-present, Alibaba Cloud All rights reserved.
| text/markdown | Alibaba Cloud SDK | sdk-team@alibabacloud.com | null | null | Apache License 2.0 | alibabacloud, elasticsearch20170613 | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language ::... | [
"any"
] | https://github.com/aliyun/alibabacloud-python-sdk | null | >=3.7 | [] | [] | [] | [
"alibabacloud-tea-openapi<1.0.0,>=0.4.3",
"darabonba-core<2.0.0,>=1.0.0"
] | [] | [] | [] | [] | twine/4.0.2 CPython/3.11.2 | 2026-01-16T04:06:55.035444 | alibabacloud_elasticsearch20170613-5.0.0-py3-none-any.whl | 548,548 | 4e/90/4370d7d84097ed668c0fd060da891d20ed937577d351453818c0e1bac75d/alibabacloud_elasticsearch20170613-5.0.0-py3-none-any.whl | py3 | bdist_wheel | null | false | b6b64d997b08345de55d73f58b9f38e8 | 87a64e8a25c7d3537759f7ebbb0683e87ecb3e5ff6688a7262538e0cfd38b9b2 | 4e904370d7d84097ed668c0fd060da891d20ed937577d351453818c0e1bac75d | null | [] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:54.241596 | ry-0.0.79-cp313-cp313-musllinux_1_2_x86_64.whl | 7,297,318 | 13/fd/aff926afb4c05f6180a488ad77b99a8abb420f0a78a7c6efb05105ee4382/ry-0.0.79-cp313-cp313-musllinux_1_2_x86_64.whl | cp313 | bdist_wheel | null | false | 09bac4feabe593e861482def9119c147 | 51dcbe6d1c2bb79b8fe6f168049c79cae2288feb1ac58fbd4e57b3b33eb51446 | 13fdaff926afb4c05f6180a488ad77b99a8abb420f0a78a7c6efb05105ee4382 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.1 | alibabacloud-elasticsearch20170613 | 5.0.0 | Alibaba Cloud Elasticsearch (20170613) SDK Library for Python | English | [简体中文](README-CN.md)
## Alibaba Cloud elasticsearch SDK for Python
## Requirements
- Python >= 3.7
## Installation
- **Install with pip**
Python SDK uses a common package management tool named `pip`. If pip is not installed, see the [pip user guide](https://pip.pypa.io/en/stable/installing/ "pip User Guide") to install pip.
```bash
# Install the alibabacloud_elasticsearch20170613
pip install alibabacloud_elasticsearch20170613
```
## Issues
[Opening an Issue](https://github.com/aliyun/alibabacloud-sdk/issues/new), Issues not conforming to the guidelines may be closed immediately.
## Usage
[Quick Examples](https://github.com/aliyun/alibabacloud-python-sdk/blob/master/docs/0-Usage-EN.md#quick-examples)
## Changelog
Detailed changes for each release are documented in the [release notes](https://github.com/aliyun/alibabacloud-python-sdk/blob/master/elasticsearch-20170613/ChangeLog.md).
## References
- [Latest Release](https://github.com/aliyun/alibabacloud-sdk/tree/master/python)
## License
[Apache-2.0](http://www.apache.org/licenses/LICENSE-2.0)
Copyright (c) 2009-present, Alibaba Cloud All rights reserved.
| text/markdown | Alibaba Cloud SDK | sdk-team@alibabacloud.com | null | null | Apache License 2.0 | alibabacloud, elasticsearch20170613 | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.7",
"Programming Language :: Python :: 3.8",
"Programming Language ::... | [
"any"
] | https://github.com/aliyun/alibabacloud-python-sdk | null | >=3.7 | [] | [] | [] | [] | [] | [] | [] | [] | twine/4.0.2 CPython/3.11.2 | 2026-01-16T04:06:56.275482 | alibabacloud_elasticsearch20170613-5.0.0.tar.gz | 173,012 | 67/a1/550a6cf2191c03405ee85a90f7d3438d9c97182580343bc0c8c024817175/alibabacloud_elasticsearch20170613-5.0.0.tar.gz | source | sdist | null | false | 015eda476466e92bae25d237901dc76a | 2ce840bc28d41056ba99a383aca5e6e67c4a80e12dd472437f7b3367d64b7e7e | 67a1550a6cf2191c03405ee85a90f7d3438d9c97182580343bc0c8c024817175 | null | [] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:56.463740 | ry-0.0.79-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | 7,083,486 | d3/bf/f587d5f9dd4920a78dcd69efb87028d37413f0b573b716733ad18168b20f/ry-0.0.79-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | cp314 | bdist_wheel | null | false | 19446b9b3188ce70cc1377de120f2d8a | 8b0bc563060431ff1401492cfc0adff56d17c39a595804d5532a3bb1e6d966d7 | d3bff587d5f9dd4920a78dcd69efb87028d37413f0b573b716733ad18168b20f | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:58.110605 | ry-0.0.79-pp311-pypy311_pp73-manylinux_2_28_armv7l.whl | 6,602,079 | a6/be/bf84412e7afb9002132ff977c6eb8481669405a4ccbb7a6c7c715b77cc3d/ry-0.0.79-pp311-pypy311_pp73-manylinux_2_28_armv7l.whl | pp311 | bdist_wheel | null | false | 5aed28d2e299ef5015a1bdf4656d3ccb | e3bb393971d8891fb1bda99f96859125474a11f87269bb8be9ba9b601fe1f424 | a6bebf84412e7afb9002132ff977c6eb8481669405a4ccbb7a6c7c715b77cc3d | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:06:59.789597 | ry-0.0.79-cp314-cp314t-manylinux_2_28_ppc64le.whl | 7,115,431 | 4a/5c/d8cc600f2652e960432a6f5a502cb5030b9df6eb809c6a9f713cccfd993d/ry-0.0.79-cp314-cp314t-manylinux_2_28_ppc64le.whl | cp314 | bdist_wheel | null | false | 6cee8f3f2bee97db6027890132e03e74 | 0f4baf9e96577f8b48ec8c751e44b6c2fa2d8ef3044eaa6552e1116a489508ce | 4a5cd8cc600f2652e960432a6f5a502cb5030b9df6eb809c6a9f713cccfd993d | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:01.093178 | ry-0.0.79-cp311-cp311-manylinux_2_28_ppc64le.whl | 7,164,569 | 90/09/bb1590153e6ac3b47749c7dc38725b48eff6c66f261eae7754e76844c36f/ry-0.0.79-cp311-cp311-manylinux_2_28_ppc64le.whl | cp311 | bdist_wheel | null | false | 73ce1ffc0963a17481815746ed219b7f | 9608fca6432517c3f5b751472565f4a27e067c8d7628657e04923b1cbd66c913 | 9009bb1590153e6ac3b47749c7dc38725b48eff6c66f261eae7754e76844c36f | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:02.561144 | ry-0.0.79-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | 7,074,774 | 84/d4/deae37616b5cd3fe53b214e4fd9fc4687e7dba3a68bc5b9216f9fcefdf7d/ry-0.0.79-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | cp311 | bdist_wheel | null | false | 163d42b2a431fb56ceaa924ee51da71b | f9da5b2a499050d15774ee5196b8d4d586e44285755143b59e926acc971531c1 | 84d4deae37616b5cd3fe53b214e4fd9fc4687e7dba3a68bc5b9216f9fcefdf7d | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:03.886056 | ry-0.0.79-cp314-cp314-musllinux_1_2_armv7l.whl | 6,733,776 | 91/08/c96827b5b103f7ea9b647cc1cff7d1a5605dc2e88868f724eb5d4849ace4/ry-0.0.79-cp314-cp314-musllinux_1_2_armv7l.whl | cp314 | bdist_wheel | null | false | 1b5528bc58047b1e48d7fd716240de93 | 1910af95662181e8ffa104e504ba10432c0ae8a790b112dda294c063037f7f6a | 9108c96827b5b103f7ea9b647cc1cff7d1a5605dc2e88868f724eb5d4849ace4 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:05.401668 | ry-0.0.79-cp312-cp312-manylinux_2_28_armv7l.whl | 6,606,131 | ce/c1/2060b997b3451efa129a07322626e4acebef4b15e1c8e554d08b51688ae7/ry-0.0.79-cp312-cp312-manylinux_2_28_armv7l.whl | cp312 | bdist_wheel | null | false | e0f01110dfe7b5179e01ef65e747b340 | 55377f681e30fcdd4c342eb8cf32af57ae1718b7ab3120c3e887a7969bfcb534 | cec12060b997b3451efa129a07322626e4acebef4b15e1c8e554d08b51688ae7 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:07.004194 | ry-0.0.79-cp314-cp314-win32.whl | 6,004,368 | f4/a5/d66f47c97f47239d708156ae3bcaebd6f35fc47c1ae9f80087570aaee325/ry-0.0.79-cp314-cp314-win32.whl | cp314 | bdist_wheel | null | false | 9462f007f2e93db9a392f41889b354fe | 40c39e13a74808d3e8dc8cc92c5a5c5adfc98ad3ec6124118e2e15b4f0b6f964 | f4a5d66f47c97f47239d708156ae3bcaebd6f35fc47c1ae9f80087570aaee325 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:08.761968 | ry-0.0.79-cp313-cp313-manylinux_2_28_aarch64.whl | 6,716,926 | ec/16/dda7a04010d16d633eb6af9148f13bfbdda3371f339e31d0dd4e3ed37f36/ry-0.0.79-cp313-cp313-manylinux_2_28_aarch64.whl | cp313 | bdist_wheel | null | false | af1eb9dcd623a525fd284341f1d48d6a | f7c963a43eb4bd04f496df20afac40eedb00d3061ddae039cbe8d4b3bcb10813 | ec16dda7a04010d16d633eb6af9148f13bfbdda3371f339e31d0dd4e3ed37f36 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:10.102569 | ry-0.0.79-cp312-cp312-manylinux_2_28_s390x.whl | 7,040,643 | d6/8d/e22c0e068d3c665b2161366b00276f5e4e85c1e33e4f8e1063501088d015/ry-0.0.79-cp312-cp312-manylinux_2_28_s390x.whl | cp312 | bdist_wheel | null | false | 7ebdf6d6d2b444c929a472c10d011b61 | 84a48e1ecb15990a75c4396b80000c3ea20978659c4b1b5a386a5247e83c0e76 | d68de22c0e068d3c665b2161366b00276f5e4e85c1e33e4f8e1063501088d015 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:11.471498 | ry-0.0.79-cp312-cp312-macosx_11_0_arm64.whl | 6,340,747 | 7a/c9/9a8bc09734a3fd9ac7b57454386c5fc30b7e906d5120d53e53d3dccbb9e9/ry-0.0.79-cp312-cp312-macosx_11_0_arm64.whl | cp312 | bdist_wheel | null | false | 924aa705b40c801c570ce1faf21a8528 | e1d952966c9c400ee1d49fd8761035c32a30cbaa507d5b658555a2b4c655c6cb | 7ac99a8bc09734a3fd9ac7b57454386c5fc30b7e906d5120d53e53d3dccbb9e9 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:12.757129 | ry-0.0.79-cp312-cp312-musllinux_1_2_x86_64.whl | 7,296,722 | e7/c7/fedb7d5081df6167ce213739c4bed9628ec10ce29e2d4c55e19ae9445df9/ry-0.0.79-cp312-cp312-musllinux_1_2_x86_64.whl | cp312 | bdist_wheel | null | false | beea175b9b6c946d6345ca38fcff9631 | 6065528b318fcdf681ff7ccf9558ea3fe4365f76d377890655f7f0ad496562f3 | e7c7fedb7d5081df6167ce213739c4bed9628ec10ce29e2d4c55e19ae9445df9 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:14.096352 | ry-0.0.79-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl | 6,712,833 | b7/d2/44c2ac6e66650508804bfd64521cad385abf924aebe877eb77bf86c1637a/ry-0.0.79-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl | pp311 | bdist_wheel | null | false | 40d82a7b4875e34f2440b54573162cb8 | f2a37c5e0f988606d929e49bb8fe5bba9d23de8931737485beb2fcfdbbb2bbdd | b7d244c2ac6e66650508804bfd64521cad385abf924aebe877eb77bf86c1637a | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |
2.4 | ha-sync | 0.1.0 | Sync Home Assistant UI config (dashboards, automations, helpers) to/from local YAML files | # ha-sync
Sync Home Assistant UI configuration to local YAML files and back.
Manage your dashboards, automations, scripts, scenes, and helpers as code. Pull from Home Assistant, edit locally with your favorite editor or agent and push changes back.
## Features
- **Bidirectional sync**: Pull from Home Assistant, push local changes back, or use `sync` for smart merging
- **Git-aware**: Auto-stashes local changes before pull, restores after - safe to run anytime
- **Diff view**: See exactly what changed between local and remote before syncing
- **Validation**: Check YAML syntax and Jinja2 templates before pushing
- **Multiple entity types**: Dashboards, automations, scripts, scenes, and all helper types
### Supported Entity Types
| Type | Description |
|------|-------------|
| Dashboards | Lovelace dashboards (split into view files) |
| Automations | Automation rules |
| Scripts | Script sequences |
| Scenes | Scene configurations |
| Helpers | Input helpers (boolean, number, select, text, datetime, button) |
| Helpers | Timer, counter, schedule helpers |
| Helpers | Template sensors, binary sensors, switches |
| Helpers | Group sensors, binary sensors, lights |
| Helpers | Utility meters, integrations, thresholds, time of day |
## Installation
```bash
# Install with uv (recommended)
uv tool install ha-sync
# Or with pip
pip install ha-sync
```
### From source
```bash
git clone https://github.com/DouweM/ha-sync.git
cd ha-sync
uv sync
```
## Configuration
Create a `.env` file in your sync directory:
```bash
# Home Assistant URL
HA_URL=http://homeassistant.local:8123
# Long-lived access token from Home Assistant
# Create at: Settings > User > Long-lived access tokens
HA_TOKEN=your_token_here
```
Or run the setup script:
```bash
./setup-env.sh
```
## Quick Start
```bash
# Initialize directory structure
ha-sync init
# Check connection
ha-sync status
# Pull everything from Home Assistant
ha-sync pull
# Make changes to your YAML files...
# See what changed
ha-sync diff
# Push changes back
ha-sync push
```
## Usage
### sync (Recommended)
Bidirectional sync: pulls remote changes, merges with local changes, pushes the result.
```bash
# Sync everything
ha-sync sync
# Sync specific paths
ha-sync sync automations/
ha-sync sync automations/ scripts/
```
The sync command:
- Shows remote and local changes before doing anything
- In git repos, stashes local changes, pulls, then restores
- Detects merge conflicts and stops for manual resolution
- Only asks for confirmation when pushing local changes
### pull
Pull entities from Home Assistant to local YAML files.
```bash
ha-sync pull # Pull all
ha-sync pull automations/ # Pull specific entity types
ha-sync pull automations/turn-on-light.yaml # Pull a specific entity
ha-sync pull --sync-deletions # Delete local files not in HA
ha-sync pull --dry-run # Preview without changes
```
### push
Push local YAML files to Home Assistant.
```bash
ha-sync push # Push changed files
ha-sync push automations/ # Push specific entity types
ha-sync push automations/turn-on-light.yaml # Push a specific entity
ha-sync push --all # Push all files, not just changed
ha-sync push --sync-deletions # Delete remote entities not locally
ha-sync push --dry-run # Preview without changes
```
Always shows a preview and asks for confirmation.
### diff
Show differences between local and remote.
```bash
ha-sync diff # Diff all
ha-sync diff automations/ # Diff specific entity types
ha-sync diff automations/turn-on-light.yaml # Diff a specific entity
```
### validate
Validate local YAML files.
```bash
ha-sync validate # Basic YAML validation
ha-sync validate automations/ # Validate specific entity types
ha-sync validate automations/turn-on-light.yaml # Validate a specific entity
ha-sync validate --check-templates # Also validate Jinja2 templates against HA
ha-sync validate --check-config # Check HA config validity
```
### Other Commands
```bash
ha-sync template "{{ states('sensor.temperature') }}" # Test a template
ha-sync search light # Search for entities
ha-sync state light.living_room # Get entity state
ha-sync status # Show connection status
```
## Directory Structure
After `ha-sync init`, your directory looks like:
```
.
├── automations/ # Automation YAML files
├── scripts/ # Script YAML files
├── scenes/ # Scene YAML files
├── dashboards/ # Dashboard directories
│ └── <dashboard-name>/ # Each dashboard gets a directory
│ ├── _meta.yaml # Dashboard metadata
│ └── 00_<view>.yaml # View files (prefixed for ordering)
└── helpers/ # All helper entities
├── input_boolean/ # Input boolean helpers
├── input_number/ # Input number helpers
├── input_select/ # Input select helpers
├── input_text/ # Input text helpers
├── input_datetime/ # Input datetime helpers
├── input_button/ # Input button helpers
├── timer/ # Timer helpers
├── counter/ # Counter helpers
├── schedule/ # Schedule helpers
├── template/ # Template helpers
│ ├── sensor/ # Template sensors
│ ├── binary_sensor/ # Template binary sensors
│ └── switch/ # Template switches
├── group/ # Group helpers
│ ├── sensor/ # Group sensors
│ ├── binary_sensor/ # Group binary sensors
│ └── light/ # Group lights
├── utility_meter/ # Utility meter helpers
├── integration/ # Integration (Riemann sum) helpers
├── threshold/ # Threshold helpers
└── tod/ # Time of Day helpers
```
## Workflow Tips
### Git Integration
ha-sync works great with git. A typical workflow:
```bash
# Start fresh
git checkout main
git pull
# Get latest from Home Assistant
ha-sync pull
git add -A && git commit -m "Pull from HA"
# Make your changes...
# Review and push
ha-sync diff
ha-sync push
# Commit the final state
git add -A && git commit -m "Update automations"
```
### Using sync for Day-to-Day
The `sync` command handles the common case where you've made changes both locally and in the HA UI:
```bash
ha-sync sync
```
This pulls remote changes first, then pushes your local changes. If the same file was modified in both places, git's stash mechanism will detect the conflict.
## Development
```bash
# Install dev dependencies
uv sync --group dev
# Run tests
uv run pytest
# Type checking
uv run pyright
# Linting
uv run ruff check src/
uv run ruff format src/
```
## License
MIT - see [LICENSE](LICENSE) for details.
| text/markdown | null | Douwe Maan <hi@douwe.me> | null | null | null | automation, dashboard, home-assistant, homeassistant, sync, yaml | [
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: End Users/Desktop",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.13",
"T... | [] | null | null | >=3.13 | [] | [] | [] | [
"aiohttp>=3.9",
"httpx>=0.28",
"logfire[httpx]>=4.16.0",
"pydantic-settings>=2.7",
"pydantic>=2.10",
"pyyaml>=6.0",
"rich>=13.9",
"typer>=0.15",
"pytest-asyncio>=0.24; extra == \"dev\"",
"pytest-mock>=3.14; extra == \"dev\"",
"pytest>=8.0; extra == \"dev\"",
"respx>=0.22; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://github.com/DouweM/ha-sync",
"Repository, https://github.com/DouweM/ha-sync",
"Issues, https://github.com/DouweM/ha-sync/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-01-16T04:07:15.061014 | ha_sync-0.1.0-py3-none-any.whl | 65,735 | 3f/1a/b7a394010a34f955094f72e29309d3e8bb804802aab5987bbb189d20f1bb/ha_sync-0.1.0-py3-none-any.whl | py3 | bdist_wheel | null | false | fffede7c8b566bdd090959f816119c9c | 6033e4159b3f67ede1cd9d1be3b1f197fff2eb291aebb0b588c23255b875f27a | 3f1ab7a394010a34f955094f72e29309d3e8bb804802aab5987bbb189d20f1bb | MIT | [
"LICENSE"
] |
2.4 | ha-sync | 0.1.0 | Sync Home Assistant UI config (dashboards, automations, helpers) to/from local YAML files | # ha-sync
Sync Home Assistant UI configuration to local YAML files and back.
Manage your dashboards, automations, scripts, scenes, and helpers as code. Pull from Home Assistant, edit locally with your favorite editor or agent and push changes back.
## Features
- **Bidirectional sync**: Pull from Home Assistant, push local changes back, or use `sync` for smart merging
- **Git-aware**: Auto-stashes local changes before pull, restores after - safe to run anytime
- **Diff view**: See exactly what changed between local and remote before syncing
- **Validation**: Check YAML syntax and Jinja2 templates before pushing
- **Multiple entity types**: Dashboards, automations, scripts, scenes, and all helper types
### Supported Entity Types
| Type | Description |
|------|-------------|
| Dashboards | Lovelace dashboards (split into view files) |
| Automations | Automation rules |
| Scripts | Script sequences |
| Scenes | Scene configurations |
| Helpers | Input helpers (boolean, number, select, text, datetime, button) |
| Helpers | Timer, counter, schedule helpers |
| Helpers | Template sensors, binary sensors, switches |
| Helpers | Group sensors, binary sensors, lights |
| Helpers | Utility meters, integrations, thresholds, time of day |
## Installation
```bash
# Install with uv (recommended)
uv tool install ha-sync
# Or with pip
pip install ha-sync
```
### From source
```bash
git clone https://github.com/DouweM/ha-sync.git
cd ha-sync
uv sync
```
## Configuration
Create a `.env` file in your sync directory:
```bash
# Home Assistant URL
HA_URL=http://homeassistant.local:8123
# Long-lived access token from Home Assistant
# Create at: Settings > User > Long-lived access tokens
HA_TOKEN=your_token_here
```
Or run the setup script:
```bash
./setup-env.sh
```
## Quick Start
```bash
# Initialize directory structure
ha-sync init
# Check connection
ha-sync status
# Pull everything from Home Assistant
ha-sync pull
# Make changes to your YAML files...
# See what changed
ha-sync diff
# Push changes back
ha-sync push
```
## Usage
### sync (Recommended)
Bidirectional sync: pulls remote changes, merges with local changes, pushes the result.
```bash
# Sync everything
ha-sync sync
# Sync specific paths
ha-sync sync automations/
ha-sync sync automations/ scripts/
```
The sync command:
- Shows remote and local changes before doing anything
- In git repos, stashes local changes, pulls, then restores
- Detects merge conflicts and stops for manual resolution
- Only asks for confirmation when pushing local changes
### pull
Pull entities from Home Assistant to local YAML files.
```bash
ha-sync pull # Pull all
ha-sync pull automations/ # Pull specific entity types
ha-sync pull automations/turn-on-light.yaml # Pull a specific entity
ha-sync pull --sync-deletions # Delete local files not in HA
ha-sync pull --dry-run # Preview without changes
```
### push
Push local YAML files to Home Assistant.
```bash
ha-sync push # Push changed files
ha-sync push automations/ # Push specific entity types
ha-sync push automations/turn-on-light.yaml # Push a specific entity
ha-sync push --all # Push all files, not just changed
ha-sync push --sync-deletions # Delete remote entities not locally
ha-sync push --dry-run # Preview without changes
```
Always shows a preview and asks for confirmation.
### diff
Show differences between local and remote.
```bash
ha-sync diff # Diff all
ha-sync diff automations/ # Diff specific entity types
ha-sync diff automations/turn-on-light.yaml # Diff a specific entity
```
### validate
Validate local YAML files.
```bash
ha-sync validate # Basic YAML validation
ha-sync validate automations/ # Validate specific entity types
ha-sync validate automations/turn-on-light.yaml # Validate a specific entity
ha-sync validate --check-templates # Also validate Jinja2 templates against HA
ha-sync validate --check-config # Check HA config validity
```
### Other Commands
```bash
ha-sync template "{{ states('sensor.temperature') }}" # Test a template
ha-sync search light # Search for entities
ha-sync state light.living_room # Get entity state
ha-sync status # Show connection status
```
## Directory Structure
After `ha-sync init`, your directory looks like:
```
.
├── automations/ # Automation YAML files
├── scripts/ # Script YAML files
├── scenes/ # Scene YAML files
├── dashboards/ # Dashboard directories
│ └── <dashboard-name>/ # Each dashboard gets a directory
│ ├── _meta.yaml # Dashboard metadata
│ └── 00_<view>.yaml # View files (prefixed for ordering)
└── helpers/ # All helper entities
├── input_boolean/ # Input boolean helpers
├── input_number/ # Input number helpers
├── input_select/ # Input select helpers
├── input_text/ # Input text helpers
├── input_datetime/ # Input datetime helpers
├── input_button/ # Input button helpers
├── timer/ # Timer helpers
├── counter/ # Counter helpers
├── schedule/ # Schedule helpers
├── template/ # Template helpers
│ ├── sensor/ # Template sensors
│ ├── binary_sensor/ # Template binary sensors
│ └── switch/ # Template switches
├── group/ # Group helpers
│ ├── sensor/ # Group sensors
│ ├── binary_sensor/ # Group binary sensors
│ └── light/ # Group lights
├── utility_meter/ # Utility meter helpers
├── integration/ # Integration (Riemann sum) helpers
├── threshold/ # Threshold helpers
└── tod/ # Time of Day helpers
```
## Workflow Tips
### Git Integration
ha-sync works great with git. A typical workflow:
```bash
# Start fresh
git checkout main
git pull
# Get latest from Home Assistant
ha-sync pull
git add -A && git commit -m "Pull from HA"
# Make your changes...
# Review and push
ha-sync diff
ha-sync push
# Commit the final state
git add -A && git commit -m "Update automations"
```
### Using sync for Day-to-Day
The `sync` command handles the common case where you've made changes both locally and in the HA UI:
```bash
ha-sync sync
```
This pulls remote changes first, then pushes your local changes. If the same file was modified in both places, git's stash mechanism will detect the conflict.
## Development
```bash
# Install dev dependencies
uv sync --group dev
# Run tests
uv run pytest
# Type checking
uv run pyright
# Linting
uv run ruff check src/
uv run ruff format src/
```
## License
MIT - see [LICENSE](LICENSE) for details.
| text/markdown | null | Douwe Maan <hi@douwe.me> | null | null | null | automation, dashboard, home-assistant, homeassistant, sync, yaml | [
"Development Status :: 4 - Beta",
"Environment :: Console",
"Intended Audience :: Developers",
"Intended Audience :: End Users/Desktop",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.13",
"T... | [] | null | null | >=3.13 | [] | [] | [] | [
"aiohttp>=3.9",
"httpx>=0.28",
"logfire[httpx]>=4.16.0",
"pydantic-settings>=2.7",
"pydantic>=2.10",
"pyyaml>=6.0",
"rich>=13.9",
"typer>=0.15",
"pytest-asyncio>=0.24; extra == \"dev\"",
"pytest-mock>=3.14; extra == \"dev\"",
"pytest>=8.0; extra == \"dev\"",
"respx>=0.22; extra == \"dev\""
] | [] | [] | [] | [
"Homepage, https://github.com/DouweM/ha-sync",
"Repository, https://github.com/DouweM/ha-sync",
"Issues, https://github.com/DouweM/ha-sync/issues"
] | twine/6.1.0 CPython/3.13.7 | 2026-01-16T04:07:16.238464 | ha_sync-0.1.0.tar.gz | 132,843 | 3f/cf/cd9ca761110d78562f973aad2ca4354b6a5eb75657b2e32cd9ca8902f5bd/ha_sync-0.1.0.tar.gz | source | sdist | null | false | d8ec24d9deed8380e82737799cd8d63d | b8ef6f4a858693d23a373a403d8e483ce4ec02cdb59376eb68b44e9638331b43 | 3fcfcd9ca761110d78562f973aad2ca4354b6a5eb75657b2e32cd9ca8902f5bd | MIT | [
"LICENSE"
] |
2.4 | ry | 0.0.79 | ry = rust + python | # ry
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypistats.org/packages/ry)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)
**API:** [ryo3.dev/api](https://ryo3.dev/api)
**This is a work in progress ~ feedback and PRs are welcome.**
## Highlights
- **Async-first client and blocking/sync client:** Built on `reqwest`, with a
`fetch`-like API. Supports streaming, zero-copy IO via the buffer protocol,
timeouts, redirect-following, and native JSON (de)serialization via
`serde`/`jiter`.
- **`jiff` based datetime library:** comprehensive datetime library based on
`jiff` (pydantic-compatible).
- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to
`aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,
truncation, streaming reads, and `anyio` compatibility.
- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and
`bzip2`.
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `twox-hash`, and more.
- **Designed for ergonomics:** Async where it matters. Simple where possible.
Python-native behavior with minimal friction.
- **Type Annotated:** All public APIs are (painstakingly) type annotated.
- **Performant:** Speed without the words "blazingly fast." [^1]
- **Pydantic Integration:** ry data types (mostly) work good w/ pydantic.
- **Not slop:** written by a human [^2]
- **No emojis**
## Install
```bash
pip install ry
uv add ry
# check install
python -m ry
```
## Quickstart
Check out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)
directory for some quickstart examples.
---
## What?
- `ry` -- the python package
- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own
`pyo3`-based python package
## Who?
- jessekrubin <jessekrubin@gmail.com>
- possibly you!?
## FAQ
_(aka: questions that I have been asking myself)_
- **Q:** Why?
- **A:** I (jesse) needed several hashing functions for python and then kept
adding things as I needed them
- **Q:** Does this have anything to do with the (excellent) package manager
`rye`?
- **A:** short answer: no. long answer: no, it does not.
- **Q:** Why is the repo split into `ry` and `ryo3`?
- **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you
"register" functions you may want if you were writing your own pyo3-python
bindings library; maybe someday the `ryo3::libs` module will be split up
into separate packages
## Crate bindings
| **crate** | **ryo3-crate** |
| --------------- | ------------------------------------------------------------------------------------- |
| `std` | [`ryo3-std`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-std) |
| `bytes` | [`ryo3-bytes`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bytes) |
| `bzip2` | [`ryo3-bzip2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-bzip2) |
| `dirs` | [`ryo3-dirs`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-dirs) |
| `fspath` | [`ryo3-fspath`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fspath) |
| `glob` | [`ryo3-glob`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-glob) |
| `heck` | [`ryo3-heck`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-heck) |
| `http` | [`ryo3-http`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-http) |
| `jiter` | [`ryo3-jiter`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiter) |
| `json` | [`ryo3-json`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-json) |
| `pydantic` | [`ryo3-pydantic`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-pydantic) |
| `reqwest` | [`ryo3-reqwest`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-reqwest) |
| `serde` | [`ryo3-serde`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-serde) |
| `shlex` | [`ryo3-shlex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-shlex) |
| `size` | [`ryo3-size`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-size) |
| `sqlformat` | [`ryo3-sqlformat`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-sqlformat) |
| `tokio` | [`ryo3-tokio`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-tokio) |
| `ulid` | [`ryo3-ulid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-ulid) |
| `unindent` | [`ryo3-unindent`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-unindent) |
| `url` | [`ryo3-url`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-url) |
| `uuid` | [`ryo3-uuid`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-uuid) |
| `which` | [`ryo3-which`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-which) |
| **Compression** | **~** |
| `brotli` | [`ryo3-brotli`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-brotli) |
| `flate2` | [`ryo3-flate2`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-flate2) |
| `zstd` | [`ryo3-zstd`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-zstd) |
| **Hashing** | **~** |
| `fnv` | [`ryo3-fnv`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-fnv) |
| `twox-hash` | [`ryo3-twox-hash`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-twox-hash) |
| **@BurntSushi** | **~** |
| `globset` | [`ryo3-globset`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-globset) |
| `jiff` | [`ryo3-jiff`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-jiff) |
| `memchr` | [`ryo3-memchr`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-memchr) |
| `regex` | [`ryo3-regex`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-regex) |
| `same-file` | [`ryo3-same-file`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-same-file) |
| `walkdir` | [`ryo3-walkdir`](https://github.com/jessekrubin/ry/tree/main/crates/ryo3-walkdir) |
---
## DEV
- `just` is used to run tasks
- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or
docs
- type annotations are required
- `ruff` used for formatting and linting
---
## SEE ALSO
- [utiles](https://github.com/jessekrubin/utiles): web-map tile utils
[^1]:
Release‑version benchmarks of `ry` (via `pytest-benchmark`) showed no real
performance variance, regardless of whether "blazingly fast" appeared in the
README or docs.
[^2]: Artisanal, hand-crafted, small-batch software.
| text/markdown; charset=UTF-8; variant=GFM | null | jesse rubin <jessekrubin@gmail.com> | null | jesse rubin <jessekrubin@gmail.com> | null | datetime, http, jiff, json, pyo3, reqwest, rust, tokio, xxhash, zstd | [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: Apache Software License",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.11",
"Programming L... | [] | https://github.com/jessekrubin/ry | null | >=3.11 | [] | [] | [] | [] | [] | [] | [] | [
"Changelog, https://github.com/jessekrubin/ry/blob/main/CHANGELOG.md",
"Homepage, https://github.com/jessekrubin/ry",
"Issues, https://github.com/jessekrubin/ry/issues",
"Source, https://github.com/jessekrubin/ry"
] | uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true} | 2026-01-16T04:07:16.388580 | ry-0.0.79-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | 7,091,518 | 92/4b/02879eb4d9abf4dbaa773013b5ea717d172d3da9def79d3c32ecf5eb7778/ry-0.0.79-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | cp312 | bdist_wheel | null | false | bd204321faf027b3bd12c8e6a638225e | 74d2eace744bccbd61f52f470ae757f5af0cb6b13c7be76a77cd6a079dca4c9e | 924b02879eb4d9abf4dbaa773013b5ea717d172d3da9def79d3c32ecf5eb7778 | MIT OR Apache-2.0 | [
"LICENSE-APACHE",
"LICENSE-MIT"
] |