Jeong, YunWon c058add095 Specialized ops (#7322)
* Add CALL_ALLOC_AND_ENTER_INIT specialization

Optimizes user-defined class instantiation MyClass(args...)
when tp_new == object.__new__ and __init__ is a simple
PyFunction. Allocates the object directly and calls __init__
via invoke_exact_args, bypassing the generic type.__call__
dispatch path.

* Invalidate JIT cache when __code__ is reassigned

Change jitted_code from OnceCell to PyMutex<Option<CompiledCode>> so
it can be cleared on __code__ assignment. The setter now sets the
cached JIT code to None to prevent executing stale machine code.

* Atomic operations for specialization cache

- range iterator: deduplicate fast_next/next_fast
- Replace raw pointer reads/writes in CodeUnits with atomic
  operations (AtomicU8/AtomicU16) for thread safety
- Add read_op (Acquire), read_arg (Relaxed), compare_exchange_op
- Use Release ordering in replace_op to synchronize cache writes
- Dispatch loop reads opcodes atomically via read_op/read_arg
- Fix adaptive counter access: use read/write_adaptive_counter
  instead of read/write_cache_u16 (was reading wrong bytes)
- Add pre-check guards to all specialize_* functions to prevent
  concurrent specialization races
- Move modified() before attribute changes in type.__setattr__
  to prevent use-after-free of cached descriptors
- Use SeqCst ordering in modified() for version invalidation
- Add Release fence after quicken() initialization

* Fix slot wrapper override for inherited attributes

For __getattribute__: only use getattro_wrapper when the type
itself defines the attribute; otherwise inherit native slot from
base class via MRO.

For __setattr__/__delattr__: only store setattro_wrapper when
the type has its own __setattr__ or __delattr__; otherwise keep
the inherited base slot.

* Fix StoreAttrSlot cache overflow corrupting next instruction

write_cache_u32 at cache_base+3 writes 2 code units (positions 3 and 4),
but STORE_ATTR only has 4 cache entries (positions 0-3). This overwrites
the next instruction with the upper 16 bits of the slot offset.

Changed to write_cache_u16/read_cache_u16 since member descriptor offsets
fit within u16 (max 65535 bytes).

* Exclude method_descriptor from has_python_cmp check

has_python_cmp incorrectly treated method_descriptor as Python-level
comparison methods, causing richcompare slot to use wrapper dispatch
instead of inheriting the native slot.

* Fix CompareOpFloat NaN handling

partial_cmp returns None for NaN comparisons. is_some_and incorrectly
returned false for all NaN comparisons, but NaN != x should be true
per IEEE 754 semantics.

* Fix invoke_exact_args borrow in CallAllocAndEnterInit

* Distinguish Python method vs not-found in slot MRO lookup

Change lookup_slot_in_mro to return a 3-state SlotLookupResult
enum (NativeSlot/PythonMethod/NotFound) instead of Option<T>.

Previously, both "found a Python-level method" and "found nothing"
returned None, causing incorrect slot inheritance. For example,
class Test(Mixin, TestCase) would inherit object.slot_init from
Mixin via inherit_from_mro instead of using init_wrapper to
dispatch TestCase.__init__.

Apply this fix consistently to all slot update sites:
update_main_slot!, update_sub_slot!, TpGetattro, TpSetattro,
TpDescrSet, TpHash, TpRichcompare, SqAssItem, MpAssSubscript.

* Extract specialization helper functions to reduce boilerplate

- deoptimize() / deoptimize_at(): replace specialized op with base op
- adaptive(): decrement warmup counter or call specialize function
- commit_specialization(): replace op on success, backoff on failure
- execute_binary_op_int() / execute_binary_op_float(): typed binary ops

Removes 10 duplicate deoptimize_* functions, consolidates 13 adaptive
counter blocks, 6 binary op handlers, and 7 specialize tail patterns.
Also replaces inline deopt blocks in LoadAttr/StoreAttr handlers.

* Improve specialization guards and fix mark_stacks

- CONTAINS_OP_SET: add frozenset support in handler and specialize
- TO_BOOL_ALWAYS_TRUE: cache type version instead of checking slots
- LOAD_GLOBAL_BUILTIN: cache builtins dict version alongside globals
- mark_stacks: deoptimize specialized opcodes for correct reachability

* Auto-format: cargo fmt --all

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2026-03-04 15:39:48 +09:00
2025-07-04 23:47:05 +09:00
2020-07-06 18:25:10 +00:00
2026-03-04 15:39:48 +09:00
2026-03-04 05:38:58 +09:00
2025-07-01 04:40:58 +09:00
2020-09-13 06:58:57 +09:00
2021-03-14 12:50:00 -05:00
2022-08-23 01:50:04 -05:00
2026-02-06 14:30:15 +09:00
2019-03-07 20:00:02 +01:00
2020-03-13 08:04:33 -05:00
2020-03-13 08:04:33 -05:00
2025-02-27 19:10:56 -06:00
2019-03-22 18:09:05 -05:00
2021-10-02 21:13:14 +09:00
2026-01-17 21:52:53 +09:00
2023-03-10 02:05:52 +09:00
2025-02-26 11:48:22 -08:00
2024-12-03 17:05:24 -06:00

RustPython

A Python-3 (CPython >= 3.14.0) Interpreter written in Rust 🐍 😱 🤘.

Build Status codecov License: MIT Contributors Discord Shield docs.rs Crates.io dependency status Open in Gitpod

Usage

Check out our online demo running on WebAssembly.

RustPython requires Rust latest stable version (e.g 1.67.1 at February 7th 2023). If you don't currently have Rust installed on your system you can do so by following the instructions at rustup.rs.

To check the version of Rust you're currently running, use rustc --version. If you wish to update, rustup update stable will update your Rust installation to the most recent stable release.

To build RustPython locally, first, clone the source code:

git clone https://github.com/RustPython/RustPython

RustPython uses symlinks to manage python libraries in Lib/. If on windows, running the following helps:

git config core.symlinks true

Then you can change into the RustPython directory and run the demo (Note: --release is needed to prevent stack overflow on Windows):

$ cd RustPython
$ cargo run --release demo_closures.py
Hello, RustPython!

Or use the interactive shell:

$ cargo run --release
Welcome to rustpython
>>>>> 2+2
4

NOTE: For windows users, please set RUSTPYTHONPATH environment variable as Lib path in project directory. (e.g. When RustPython directory is C:\RustPython, set RUSTPYTHONPATH as C:\RustPython\Lib)

You can also install and run RustPython with the following:

$ cargo install --git https://github.com/RustPython/RustPython rustpython
$ rustpython
Welcome to the magnificent Rust Python interpreter
>>>>>

venv

Because RustPython currently doesn't provide a well-packaged installation, using venv helps to use pip easier.

$ rustpython -m venv <your_env_name>
$ . <your_env_name>/bin/activate
$ python # now `python` is the alias of the RustPython for the new env

PIP

If you'd like to make https requests, you can enable the ssl feature, which also lets you install the pip package manager. Note that on Windows, you may need to install OpenSSL, or you can enable the ssl-vendor feature instead, which compiles OpenSSL for you but requires a C compiler, perl, and make. OpenSSL version 3 is expected and tested in CI. Older versions may not work.

Once you've installed rustpython with SSL support, you can install pip by running:

cargo install --git https://github.com/RustPython/RustPython
rustpython --install-pip

You can also install RustPython through the conda package manager, though this isn't officially supported and may be out of date:

conda install rustpython -c conda-forge
rustpython

SSL provider

For HTTPS requests, ssl-rustls feature is enabled by default. You can replace it with ssl-openssl feature if your environment requires OpenSSL. Note that to use OpenSSL on Windows, you may need to install OpenSSL, or you can enable the ssl-vendor feature instead, which compiles OpenSSL for you but requires a C compiler, perl, and make. OpenSSL version 3 is expected and tested in CI. Older versions may not work.

WASI

You can compile RustPython to a standalone WebAssembly WASI module so it can run anywhere.

Build

cargo build --target wasm32-wasip1 --no-default-features --features freeze-stdlib,stdlib --release

Run by wasmer

wasmer run --dir `pwd` -- target/wasm32-wasip1/release/rustpython.wasm `pwd`/extra_tests/snippets/stdlib_random.py

Run by wapm

$ wapm install rustpython
$ wapm run rustpython
>>>>> 2+2
4

Building the WASI file

You can build the WebAssembly WASI file with:

cargo build --release --target wasm32-wasip1 --features="freeze-stdlib"

Note: we use the freeze-stdlib to include the standard library inside the binary. You also have to run once rustup target add wasm32-wasip1.

JIT (Just in time) compiler

RustPython has a very experimental JIT compiler that compile python functions into native code.

Building

By default the JIT compiler isn't enabled, it's enabled with the jit cargo feature.

cargo run --features jit

This requires autoconf, automake, libtool, and clang to be installed.

Using

To compile a function, call __jit__() on it.

def foo():
    a = 5
    return 10 + a

foo.__jit__()  # this will compile foo to native code and subsequent calls will execute that native code
assert foo() == 15

Embedding RustPython into your Rust Applications

Interested in exposing Python scripting in an application written in Rust, perhaps to allow quickly tweaking logic where Rust's compile times would be inhibitive? Then examples/hello_embed.rs and examples/mini_repl.rs may be of some assistance.

Disclaimer

RustPython is in development, and while the interpreter certainly can be used in interesting use cases like running Python in WASM and embedding into a Rust project, do note that RustPython is not totally production-ready.

Contribution is more than welcome! See our contribution section for more information on this.

Conference videos

Checkout those talks on conferences:

Use cases

Although RustPython is a fairly young project, a few people have used it to make cool projects:

  • GreptimeDB: an open-source, cloud-native, distributed time-series database. Using RustPython for embedded scripting.
  • pyckitup: a game engine written in rust.
  • Robot Rumble: an arena-based AI competition platform
  • Ruff: an extremely fast Python linter, written in Rust

Goals

  • Full Python-3 environment entirely in Rust (not CPython bindings)
  • A clean implementation without compatibility hacks

Documentation

Currently along with other areas of the project, documentation is still in an early phase.

You can read the online documentation for the latest release, or the user guide.

You can also generate documentation locally by running:

cargo doc # Including documentation for all dependencies
cargo doc --no-deps --all # Excluding all dependencies

Documentation HTML files can then be found in the target/doc directory or you can append --open to the previous commands to have the documentation open automatically on your default browser.

For a high level overview of the components, see the architecture document.

Contributing

Contributions are more than welcome, and in many cases we are happy to guide contributors through PRs or on Discord. Please refer to the development guide as well for tips on developments.

With that in mind, please note this project is maintained by volunteers, some of the best ways to get started are below:

Most tasks are listed in the issue tracker. Check issues labeled with good first issue if you wish to start coding.

To enhance CPython compatibility, try to increase unittest coverage by checking this article: How to contribute to RustPython by CPython unittest

Another approach is to checkout the source code: builtin functions and object methods are often the simplest and easiest way to contribute.

You can also simply run python -I scripts/whats_left.py to assist in finding any unimplemented method.

Compiling to WebAssembly

See this doc

Community

Discord Banner

Chat with us on Discord.

Code of conduct

Our code of conduct can be found here.

Credit

The initial work was based on windelbouwman/rspython and shinglyu/RustPython

These are some useful links to related projects:

License

This project is licensed under the MIT license. Please see the LICENSE file for more details.

The project logo is licensed under the CC-BY-4.0 license. Please see the LICENSE-logo file for more details.

Languages
Rust 88.3%
Python 11%
JavaScript 0.3%
NSIS 0.2%