codon/docs/interop/pyext.md

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v0.16 (#335) * Add Python extension lowering pass * Add DocstringAttribute * Add extension module codegen * Handle different argument counts efficiently * Add warnings to extension lowering * Fix module name * Fix extension codegen * Fix argument check * Auto-convert Codon exceptions to Python exceptions * Fix #183 * Fix #162; Fix #135 * Fix #155 * Fix CPython interface in codegen * Fix #191 * Fix #187 * Fix #189 * Generate object file in pyext mode * Convert Codon exceptions to Python exceptions * Fix vtable init; Fix failing tests on Linux * Fix #190 * Fix #156 * Fix union routing * Remove need for import python * Automatic @export and wrapping for toplevel functions * Reorganize API * Add Python extension IR structs * Add special calls for no-suspend yield-expr * Add special calls for no-suspend yield-expr * pyextension.h support [wip] * pyextension.h support [wip] * pyextension.h support * pyextension.h support for toplevel functions * clang-format * Add PyFunction::nargs field * Update pyextension codegen (WIP) * SUpport nargs * Add support for @pycapture * PyType codegen (WIP) * Py method codegen (WIP) * Add type ptr hook * Add getset codegen * Add type alloc function * Add type pointer hook codegen * Re-organize codegen * Add member codegen * Update module init codegen * Update module init codegen * Add support for typePtrHook and new to/from_py hooks * Fix extension codegen * Fix init codegen * Fix init codegen; add "tp_new" slot * Fix type hook * Add extra flags * Specialized wrappers (PyType specs) * Add static Python link option * Fix C imports * Add guards * Remove unused field * Python mode only when pyExt set * Update python module * Fix assert * Update codegen/passes * Fix tuple parsing in index expression * Fix empty tuple unification * Do not Cythonize underscore fns * clang-format * Fix switch * Add Py support for cmp/setitem * Add Py support for cmp/setitem * Add type is support * GetSet support * clang-format * GetSet support (fixes) * Avoid useless vtable alloc * Add iter support * Fix size_t capture bug * clang-format * Fix POD type unification with tuples * Add __try_from_py__ API * Fix annotation * Add static reflection methods (setattr; internal.static.*); refactor PyExt to python.codon; handle errors and kwargs in PyExt * Python compat fixes * Update Python object conversions * Fix PyErrors * clang-format; add copyright * Add PyFunction::keywords field * Fix JIT MRO handling; Refactor out Jupyter support * Refactor out Jupyter support * Add support for custom linking args (link=[]) to TOML plugins * Fix tests * Use g++ instead of gcc * Fix Jupyter CMAKE * Fix Jupyter CMAKE * Add _PyArg_Parser definition * Add complex64 type * Add extra complex64 tests * Fix Python calls; add staticenumerate * Fix call * Fix calls * Update pyext wrappers * Fix staticenumerate; Support static calls in tuple() * Fix pyext routing * Add add/mul for tuples * clang-format * Fix pyext codegen * Fix wrap_multiple * Add seq_alloc_atomic_uncollectable * Fix default generics issue * Add binary/ternary ops * Fix missing generic issue * Fix number slots * Update pow * Remove unnecessary pyobj * Fix allocation * Refactor errors * Add test extension * Fix formatting * clang-format * Fix getitem/setitem/delitem in pyext * Fix pyext iterators * Add builtin pow() (fix #294) * Fix #244 * Fix #231 * Fix #229 * Fix #205 * Update docs * Fix error message * Add pyext tests * Add pyext support for @property * Add pyext support for toplevel fns and @tuple classes * More pyext tests * More pyext tests * Fix file error checking * More pyext tests * Update pyext tests * Update docs * Add pyext test to CI * Add pyext support for @tuple.__new__ * Add pyext support for @tuple.__new__ * Fix hetero-tuple issue with fn_overloads * More pyext tests * Bump versions * Fix del magic in pyext * Fix init magic for tuples in pyext * Have test-pypi only run on develop branch * Make exception type indices unnamed-addr * Fix #316; Fix #317 (slash issue) * Use uncollectible-alloc for vtable * Fix #249 * Add pyext docs * Fix #249; Fix clashing vtables; Fix super() and class_copy * Add content-atomic type property instruction * __contents_atomic__ support * Update internal functions * Use PIC when generating Python extension * Cleanup * Add Dockerfile & fix -fPIC * Cleanup * Fix setup.py * Fix pyext fn iteration * Fix CI * clang-format * Update long conversions in Py bridge * Support wide-int to str conversions * Fix test * Add pow for arbitrary-width ints * Fix Linux backtraces * Cleanup * Add more tests * Fix docs; Remove tuple.__add__ for scalars * Update docs --------- Co-authored-by: Ibrahim Numanagić <ibrahimpasa@gmail.com>
2023-04-13 06:13:54 +08:00
Codon includes a build mode called `pyext` for generating
[Python extensions](https://docs.python.org/3/extending/extending.html)
(which are traditionally written in C, C++ or Cython):
``` bash
codon build -pyext extension.codon # add -release to enable optimizations
```
`codon build -pyext` accepts the following options:
- `-o <output object>`: Writes the compilation result to the specified file.
- `-module <module name>`: Specifies the generated Python module's name.
{% hint style="warning" %}
It is recommended to use the `pyext` build mode with Python versions 3.9
and up.
{% endhint %}
# Functions
Extension functions written in Codon should generally be fully typed:
``` python
def foo(a: int, b: float, c: str): # return type will be deduced
return a * b + float(c)
```
The `pyext` build mode will automatically generate all the necessary wrappers
and hooks for converting a function written in Codon into a function that's
callable from Python.
Function arguments that are not explicitly typed will be treated as generic
Python objects, and operated on through the CPython API.
Function overloads are also possible in Codon:
``` python
def bar(x: int):
return x + 2
@overload
def bar(x: str):
return x * 2
```
This will result in a single Python function `bar()` that dispatches to the
correct Codon `bar()` at runtime based on the argument's type (or raise a
`TypeError` on an invalid input type).
# Types
Codon class definitions can also be converted to Python extension types via
the `@dataclass(python=True)` decorator:
``` python
@dataclass(python=True)
class Vec:
x: float
y: float
def __init__(self, x: float = 0.0, y: float = 0.0):
self.x = x
self.y = y
def __add__(self, other: Vec):
return Vec(self.x + other.x, self.y + other.y)
def __add__(self, other: float):
return Vec(self.x + other, self.y + other)
def __repr__(self):
return f'Vec({self.x}, {self.y})'
```
Now in Python (assuming we compile to a module `vec`):
``` python
from vec import Vec
a = Vec(x=3.0, y=4.0) # Vec(3.0, 4.0)
b = a + Vec(1, 2) # Vec(4.0, 6.0)
c = b + 10.0 # Vec(14.0, 16.0)
```
# Building with `setuptools`
Codon's `pyext` build mode can be used with `setuptools`. Here is a minimal example:
``` python
# setup.py
import os
import sys
import shutil
from pathlib import Path
from setuptools import setup, Extension
from setuptools.command.build_ext import build_ext
# Find Codon
codon_path = os.environ.get('CODON_DIR')
if not codon_path:
c = shutil.which('codon')
if c:
codon_path = Path(c).parent / '..'
else:
codon_path = Path(codon_path)
for path in [
os.path.expanduser('~') + '/.codon',
os.getcwd() + '/..',
]:
path = Path(path)
if not codon_path and path.exists():
codon_path = path
break
if (
not codon_path
or not (codon_path / 'include' / 'codon').exists()
or not (codon_path / 'lib' / 'codon').exists()
):
print(
'Cannot find Codon.',
'Please either install Codon (https://github.com/exaloop/codon),',
'or set CODON_DIR if Codon is not in PATH.',
file=sys.stderr,
)
sys.exit(1)
codon_path = codon_path.resolve()
print('Found Codon:', str(codon_path))
# Build with Codon
class CodonExtension(Extension):
def __init__(self, name, source):
self.source = source
super().__init__(name, sources=[], language='c')
class BuildCodonExt(build_ext):
def build_extensions(self):
pass
def run(self):
inplace, self.inplace = self.inplace, False
super().run()
for ext in self.extensions:
self.build_codon(ext)
if inplace:
self.copy_extensions_to_source()
def build_codon(self, ext):
extension_path = Path(self.get_ext_fullpath(ext.name))
build_dir = Path(self.build_temp)
os.makedirs(build_dir, exist_ok=True)
os.makedirs(extension_path.parent.absolute(), exist_ok=True)
codon_cmd = str(codon_path / 'bin' / 'codon')
optimization = '-debug' if self.debug else '-release'
self.spawn([codon_cmd, 'build', optimization, '--relocation-model=pic', '-pyext',
'-o', str(extension_path) + ".o", '-module', ext.name, ext.source])
ext.runtime_library_dirs = [str(codon_path / 'lib' / 'codon')]
self.compiler.link_shared_object(
[str(extension_path) + '.o'],
str(extension_path),
libraries=['codonrt'],
library_dirs=ext.runtime_library_dirs,
runtime_library_dirs=ext.runtime_library_dirs,
extra_preargs=['-Wl,-rpath,@loader_path'],
debug=self.debug,
build_temp=self.build_temp,
)
self.distribution.codon_lib = extension_path
setup(
name='mymodule',
version='0.1',
packages=['mymodule'],
ext_modules=[
CodonExtension('mymodule', 'mymodule.codon'),
],
cmdclass={'build_ext': BuildCodonExt}
)
```
Then, for example, we can build with:
``` bash
python3 setup.py build_ext --inplace
```
Finally, we can `import mymodule` in Python and use the module.