# ry
A growing collection of Python shims around Rust crates; fast, async-first, and
ergonomic.
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
[](https://pypi.org/project/ry/)
**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 HTTP client:** Built on `reqwest`, with a `fetch`-like API.
Supports streaming, zero-copy IO via the buffer protocol, timeouts,
redirect-following, and native JSON parsing via `jiter`.
- **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`.
- **Datetime utilities via `jiff`:** Fast, accurate, timezone-aware datetime
parsing and formatting, with `datetime` interop and much more
- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,
`sqlformat`, `unindent`, `xxhash`, 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]
## 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
- wrapped crates:
- `std` - many stdlib types and apis
- `bytes`
- `dirs`
- `glob`
- `heck`
- `http`
- `jiter`
- `reqwest`
- `shlex`
- `size`
- `sqlformat`
- `tokio` (`fs` and `process`)
- `unindent`
- `url`
- `uuid`
- `which`
- compression:
- `brotli`
- `bzip2`
- `flate2`
- `zstd`
- hashing:
- `fnv`
- `xxhash`
- burnt-sushi:
- `globset` (formerly [globsters](https://pypi.org/project/globsters/))
- `jiff`
- `memchr`
- `regex` (WIP ~ very incomplete)
- `same-file`
- `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 (web-map tile utils): https://github.com/jessekrubin/utiles
[^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.
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"description": "# ry\n\nA growing collection of Python shims around Rust crates; fast, async-first, and\nergonomic.\n\n[](https://pypi.org/project/ry/)\n[](https://pypi.org/project/ry/)\n[](https://pypi.org/project/ry/)\n[](https://pypi.org/project/ry/)\n[](https://pypi.org/project/ry/)\n[](https://pypi.org/project/ry/)\n\n**DOCS:** [ryo3.dev](https://ryo3.dev) (WIP)\n\n**API:** [ryo3.dev/api](https://ryo3.dev/api)\n\n**This is a work in progress ~ feedback and PRs are welcome.**\n\n## Highlights\n\n- **Async-first HTTP client:** Built on `reqwest`, with a `fetch`-like API.\n Supports streaming, zero-copy IO via the buffer protocol, timeouts,\n redirect-following, and native JSON parsing via `jiter`.\n- **Async file I/O:** Built on `tokio`, with an `AsyncFile` API similar to\n `aiofiles` and `anyio`'s async-file api. Supports buffered reads/writes,\n truncation, streaming reads, and `anyio` compatibility.\n- **(de)compression:** (de)compression tools for `zstd`, `brotli`, `gzip`, and\n `bzip2`.\n- **Datetime utilities via `jiff`:** Fast, accurate, timezone-aware datetime\n parsing and formatting, with `datetime` interop and much more\n- **Miscellaneous bindings:** Includes crates like `globset`, `walkdir`,\n `sqlformat`, `unindent`, `xxhash`, and more.\n- **Designed for ergonomics:** Async where it matters. Simple where possible.\n Python-native behavior with minimal friction.\n- **Type Annotated:** All public APIs are (painstakingly) type annotated.\n- **Performant:** Speed without the words \"blazingly fast.\" [^1]\n\n## Install\n\n```bash\npip install ry\nuv add ry\n\n# check install\npython -m ry\n```\n\n## Quickstart\n\nCheck out the [examples](https://github.com/jessekrubin/ry/tree/main/examples)\ndirectory for some quickstart examples.\n\n---\n\n## What?\n\n- `ry` -- the python package\n- `ryo3-*` -- the rust crates that are used by `ry` and possibly your own\n `pyo3`-based python package\n\n## Who?\n\n- jessekrubin <jessekrubin@gmail.com>\n- possibly you!?\n\n## FAQ\n\n_(aka: questions that I have been asking myself)_\n\n- **Q:** Why?\n - **A:** I (jesse) needed several hashing functions for python and then kept\n adding things as I needed them\n- **Q:** Does this have anything to do with the (excellent) package manager\n `rye`?\n - **A:** short answer: no. long answer: no, it does not.\n- **Q:** Why is the repo split into `ry` and `ryo3`?\n - **A:** `ry` is the python package, `ryo3` is a rust crate setup to let you\n \"register\" functions you may want if you were writing your own pyo3-python\n bindings library; maybe someday the `ryo3::libs` module will be split up\n into separate packages\n\n## Crate bindings\n\n- wrapped crates:\n - `std` - many stdlib types and apis\n - `bytes`\n - `dirs`\n - `glob`\n - `heck`\n - `http`\n - `jiter`\n - `reqwest`\n - `shlex`\n - `size`\n - `sqlformat`\n - `tokio` (`fs` and `process`)\n - `unindent`\n - `url`\n - `uuid`\n - `which`\n - compression:\n - `brotli`\n - `bzip2`\n - `flate2`\n - `zstd`\n - hashing:\n - `fnv`\n - `xxhash`\n - burnt-sushi:\n - `globset` (formerly [globsters](https://pypi.org/project/globsters/))\n - `jiff`\n - `memchr`\n - `regex` (WIP ~ very incomplete)\n - `same-file`\n - `walkdir`\n\n---\n\n## DEV\n\n- `just` is used to run tasks\n- Do not use the phrase `blazing fast` or any emojis in any PRs or issues or\n docs\n- type annotations are required\n- `ruff` used for formatting and linting\n\n---\n\n## SEE ALSO\n\n- utiles (web-map tile utils): https://github.com/jessekrubin/utiles\n\n[^1]: Release\u2011version benchmarks of `ry` (via `pytest-benchmark`) showed no real\n performance variance, regardless of whether \"blazingly fast\" appeared in the\n README or docs.\n\n",
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