build_ext.py 8.76 KB
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# Copyright (c) 2022-2025, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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#
# See LICENSE for license information.

"""Installation script."""

import os
import subprocess
import sys
import sysconfig
import copy
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import time
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from pathlib import Path
from subprocess import CalledProcessError
from typing import List, Optional, Type

import setuptools

from .utils import (
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    rocm_build,
    rocm_path,
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    cmake_bin,
    debug_build_enabled,
    found_ninja,
    get_frameworks,
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    nvcc_path,
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    get_max_jobs_for_parallel_build,
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)


class CMakeExtension(setuptools.Extension):
    """CMake extension module"""

    def __init__(
        self,
        name: str,
        cmake_path: Path,
        cmake_flags: Optional[List[str]] = None,
    ) -> None:
        super().__init__(name, sources=[])  # No work for base class
        self.cmake_path: Path = cmake_path
        self.cmake_flags: List[str] = [] if cmake_flags is None else cmake_flags

    def _build_cmake(self, build_dir: Path, install_dir: Path) -> None:
        # Make sure paths are str
        _cmake_bin = str(cmake_bin())
        cmake_path = str(self.cmake_path)
        build_dir = str(build_dir)
        install_dir = str(install_dir)

        # CMake configure command
        build_type = "Debug" if debug_build_enabled() else "Release"
        configure_command = [
            _cmake_bin,
            "-S",
            cmake_path,
            "-B",
            build_dir,
            f"-DPython_EXECUTABLE={sys.executable}",
            f"-DPython_INCLUDE_DIR={sysconfig.get_path('include')}",
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            f"-DPython_SITEARCH={sysconfig.get_path('platlib')}",
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            f"-DCMAKE_BUILD_TYPE={build_type}",
            f"-DCMAKE_INSTALL_PREFIX={install_dir}",
        ]
        configure_command += self.cmake_flags

        import pybind11
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        pybind11_dir = Path(pybind11.__file__).resolve().parent
        pybind11_dir = pybind11_dir / "share" / "cmake" / "pybind11"
        configure_command.append(f"-Dpybind11_DIR={pybind11_dir}")

        # CMake build and install commands
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        build_command = [_cmake_bin, "--build", build_dir, "--verbose"]
        install_command = [_cmake_bin, "--install", build_dir, "--verbose"]
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        # Check whether parallel build is restricted
        max_jobs = get_max_jobs_for_parallel_build()
        if found_ninja():
            configure_command.append("-GNinja")
        build_command.append("--parallel")
        if max_jobs > 0:
            build_command.append(str(max_jobs))

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        # Run CMake commands
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        start_time = time.perf_counter()
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        for command in [configure_command, build_command, install_command]:
            print(f"Running command {' '.join(command)}")
            try:
                subprocess.run(command, cwd=build_dir, check=True)
            except (CalledProcessError, OSError) as e:
                raise RuntimeError(f"Error when running CMake: {e}")

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        total_time = time.perf_counter() - start_time
        print(f"Time for build_ext: {total_time:.2f} seconds")

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def get_build_ext(
    extension_cls: Type[setuptools.Extension], framework_extension_only: bool = False
):
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    class _CMakeBuildExtension(extension_cls):
        """Setuptools command with support for CMake extension modules"""

        def run(self) -> None:
            # Build CMake extensions
            for ext in self.extensions:
                package_path = Path(self.get_ext_fullpath(ext.name))
                install_dir = package_path.resolve().parent
                if isinstance(ext, CMakeExtension):
                    print(f"Building CMake extension {ext.name}")
                    # Set up incremental builds for CMake extensions
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                    build_dir = os.getenv("NVTE_CMAKE_BUILD_DIR")
                    if build_dir:
                        build_dir = Path(build_dir).resolve()
                    else:
                        root_dir = Path(__file__).resolve().parent.parent
                        build_dir = root_dir / "build" / "cmake"
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                    # Ensure the directory exists
                    build_dir.mkdir(parents=True, exist_ok=True)

                    ext._build_cmake(
                        build_dir=build_dir,
                        install_dir=install_dir,
                    )

            # Build non-CMake extensions as usual
            all_extensions = self.extensions
            self.extensions = [
                ext for ext in self.extensions if not isinstance(ext, CMakeExtension)
            ]
            super().run()
            self.extensions = all_extensions

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            # Ensure that shared objects files for source and PyPI installations live
            # in separate directories to avoid conflicts during install and runtime.
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            lib_dir = (
                "wheel_lib"
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                if bool(int(os.getenv("NVTE_RELEASE_BUILD", "0"))) or framework_extension_only
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                else ""
            )
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            # Ensure that binaries are not in global package space.
            # For editable/inplace builds this is not a concern as
            # the SOs will be in a local directory anyway.
            if not self.inplace:
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                if not bool(int(os.getenv("NVTE_HYGON_BACKEND", "0"))):
                    target_dir = install_dir / "transformer_engine" / lib_dir
                else:
                    target_dir = install_dir / "transformer_engine_hygon" / lib_dir
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                target_dir.mkdir(exist_ok=True, parents=True)

                for ext in Path(self.build_lib).glob("*.so"):
                    self.copy_file(ext, target_dir)
                    os.remove(ext)
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        def build_extensions(self):
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            # For core lib + JAX install, fix build_ext from pybind11.setup_helpers
            # to handle CUDA files correctly.
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            if "pytorch" not in get_frameworks():
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                # Ensure at least an empty list of flags for 'cxx' and 'nvcc' when
                # extra_compile_args is a dict.
                for ext in self.extensions:
                    if isinstance(ext.extra_compile_args, dict):
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                        for target in ["cxx", "nvcc"]:
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                            if target not in ext.extra_compile_args.keys():
                                ext.extra_compile_args[target] = []

                # Define new _compile method that redirects to NVCC for .cu and .cuh files.
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                # Also redirect .hip files to HIPCC
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                original_compile_fn = self.compiler._compile
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                if not framework_extension_only:
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                    self.compiler.src_extensions += [".cu", ".cuh", ".hip"]
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                def _compile_fn(obj, src, ext, cc_args, extra_postargs, pp_opts) -> None:
                    # Copy before we make any modifications.
                    cflags = copy.deepcopy(extra_postargs)
                    original_compiler = self.compiler.compiler_so
                    try:
                        original_compiler = self.compiler.compiler_so

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                        if (
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                            os.path.splitext(src)[1] in [".cu", ".cuh", ".hip"]
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                            and not framework_extension_only
                        ):
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                            if rocm_build():
                                _, nvcc_bin = rocm_path()
                            else:
                                nvcc_bin = nvcc_path()
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                            self.compiler.set_executable("compiler_so", str(nvcc_bin))
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                            if isinstance(cflags, dict):
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                                cflags = cflags["nvcc"]
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                            # Add -fPIC if not already specified
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                            if not any("-fPIC" in flag for flag in cflags):
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                                if rocm_build():
                                    cflags.append("-fPIC")
                                else:
                                    cflags.extend(["--compiler-options", "'-fPIC'"])

                            if not rocm_build():
                                # Forward unknown options
                                if not any("--forward-unknown-opts" in flag for flag in cflags):
                                    cflags.append("--forward-unknown-opts")
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                        elif isinstance(cflags, dict):
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                            cflags = cflags["cxx"]
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                        # Append -std=c++17 if not already in flags
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                        if not any(flag.startswith("-std=") for flag in cflags):
                            cflags.append("-std=c++17")
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                        return original_compile_fn(obj, src, ext, cc_args, cflags, pp_opts)

                    finally:
                        # Put the original compiler back in place.
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                        self.compiler.set_executable("compiler_so", original_compiler)
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                self.compiler._compile = _compile_fn

            super().build_extensions()

    return _CMakeBuildExtension