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build.py
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build.py
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"""
Adapted from https://github.com/pybind/cmake_example
and https://gist.github.com/dmontagu/b91d5fd5319ae6fe004ecd28771d985e
"""
import os
import re
import subprocess
import sys
from distutils.file_util import copy_file
from typing import Any, Dict
from setuptools.command.build_ext import build_ext
from setuptools.extension import Extension
# Convert distutils Windows platform specifiers to CMake -A arguments
PLAT_TO_CMAKE = {
"win32": "Win32",
"win-amd64": "x64",
"win-arm32": "ARM",
"win-arm64": "ARM64",
}
# A CMakeExtension needs a sourcedir instead of a file list.
# The name must be the _single_ output extension from the CMake build.
# If you need multiple extensions, see scikit-build.
class CMakeExtension(Extension):
def __init__(self, name, sourcedir="", filename=None):
Extension.__init__(self, name, sources=[])
self.sourcedir = os.path.abspath(sourcedir)
self.filename = filename
class CMakeBuild(build_ext):
def build_extension(self, ext):
import torch
from pybind11.commands import get_cmake_dir
extdir = os.path.abspath(os.path.dirname(self.get_ext_fullpath(ext.name)))
# required for auto-detection & inclusion of auxiliary "native" libs
if not extdir.endswith(os.path.sep):
extdir += os.path.sep
debug = int(os.environ.get("DEBUG", 0)) if self.debug is None else self.debug
cfg = "Debug" if debug else "Release"
# CMake lets you override the generator - we need to check this.
# Can be set with Conda-Build, for example.
cmake_generator = os.environ.get("CMAKE_GENERATOR", "")
# Set Python_EXECUTABLE instead if you use PYBIND11_FINDPYTHON
# EXAMPLE_VERSION_INFO shows you how to pass a value into the C++ code
# from Python.
cmake_args = [
"-DCMAKE_PREFIX_PATH={};{}".format(
get_cmake_dir(),
torch.utils.cmake_prefix_path,
),
"-DCMAKE_LIBRARY_OUTPUT_DIRECTORY={}".format(extdir),
"-DPYTHON_EXECUTABLE={}".format(sys.executable),
"-DCMAKE_BUILD_TYPE={}".format(cfg), # not used on MSVC, but no harm
]
build_args = []
# Adding CMake arguments set as environment variable
# (needed e.g. to build for ARM OSx on conda-forge)
if "CMAKE_ARGS" in os.environ:
cmake_args += [item for item in os.environ["CMAKE_ARGS"].split(" ") if item]
# In this example, we pass in the version to C++. You might not need to.
cmake_args += [
"-DEXAMPLE_VERSION_INFO={}".format(self.distribution.get_version())
]
if self.compiler.compiler_type != "msvc":
# Using Ninja-build since it a) is available as a wheel and b)
# multithreads automatically. MSVC would require all variables be
# exported for Ninja to pick it up, which is a little tricky to do.
# Users can override the generator with CMAKE_GENERATOR in CMake
# 3.15+.
if not cmake_generator:
try:
import ninja # noqa: F401
cmake_args += ["-GNinja"]
except ImportError:
pass
else:
# Single config generators are handled "normally"
single_config = any(x in cmake_generator for x in {"NMake", "Ninja"})
# CMake allows an arch-in-generator style for backward compatibility
contains_arch = any(x in cmake_generator for x in {"ARM", "Win64"})
# Specify the arch if using MSVC generator, but only if it doesn't
# contain a backward-compatibility arch spec already in the
# generator name.
if not single_config and not contains_arch:
cmake_args += ["-A", PLAT_TO_CMAKE[self.plat_name]]
# Multi-config generators have a different way to specify configs
if not single_config:
cmake_args += [
"-DCMAKE_LIBRARY_OUTPUT_DIRECTORY_{}={}".format(cfg.upper(), extdir)
]
build_args += ["--config", cfg]
if sys.platform.startswith("darwin"):
# Cross-compile support for macOS - respect ARCHFLAGS if set
archs = re.findall(r"-arch (\S+)", os.environ.get("ARCHFLAGS", ""))
if archs:
cmake_args += ["-DCMAKE_OSX_ARCHITECTURES={}".format(";".join(archs))]
# Set CMAKE_BUILD_PARALLEL_LEVEL to control the parallel build level
# across all generators.
if "CMAKE_BUILD_PARALLEL_LEVEL" not in os.environ:
# self.parallel is a Python 3 only way to set parallel jobs by hand
# using -j in the build_ext call, not supported by pip or PyPA-build.
if hasattr(self, "parallel") and self.parallel:
# CMake 3.12+ only.
build_args += ["-j{}".format(self.parallel)]
build_temp = self.build_temp + "/" + ext.name
if not os.path.exists(build_temp):
os.makedirs(build_temp)
subprocess.check_call(["cmake", ext.sourcedir] + cmake_args, cwd=build_temp)
subprocess.check_call(["cmake", "--build", "."] + build_args, cwd=build_temp)
def copy_extensions_to_source(self):
build_py = self.get_finalized_command("build_py")
for ext in self.extensions:
fullname = self.get_ext_fullname(ext.name)
if ext.filename is not None:
filename = ext.filename
else:
filename = self.get_ext_filename(fullname)
modpath = fullname.split(".")
package = ".".join(modpath[:-1])
package_dir = build_py.get_package_dir(package)
dest_filename = os.path.join(package_dir, os.path.basename(filename))
src_filename = os.path.join(self.build_lib, filename)
# Always copy, even if source is older than destination, to ensure
# that the right extensions for the current Python/platform are
# used.
copy_file(
src_filename, dest_filename, verbose=self.verbose, dry_run=self.dry_run
)
if ext._needs_stub:
self.write_stub(package_dir or os.curdir, ext, True)
def build(setup_kwargs: Dict[str, Any]) -> None:
cmake_modules = [
CMakeExtension(
"amanda.amanda_intercepts_pybind",
sourcedir="cc/intercepts",
),
CMakeExtension(
"amanda.conversion.amanda_torch_pybind",
sourcedir="cc/pytorch",
),
CMakeExtension(
"amanda.conversion.amanda_tf_pybind",
sourcedir="cc/tensorflow",
),
CMakeExtension(
"amanda.tools.debugging.store_tensor_to_file_op",
sourcedir="cc/tensorflow",
filename="amanda/tools/debugging/store_tensor_to_file_op.so",
),
]
setup_kwargs.update(
{
"ext_modules": cmake_modules,
"cmdclass": dict(build_ext=CMakeBuild),
"zip_safe": False,
}
)