setup.py

# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from __future__ import annotations

import ctypes
import errno
import fnmatch
import glob
import multiprocessing
import os
import platform
import re
import shlex
import shutil
import subprocess
import sys
import time
from contextlib import contextmanager
from pathlib import Path
from subprocess import CalledProcessError

from setuptools import Command, Extension, setup
from setuptools.command.develop import develop as DevelopCommandBase
from setuptools.command.egg_info import egg_info
from setuptools.command.install import install as InstallCommandBase
from setuptools.command.install_lib import install_lib
from setuptools.dist import Distribution

python_version = platform.python_version()
version_detail = sys.version_info
version = str(version_detail[0]) + '.' + str(version_detail[1])
env_version = os.getenv("PY_VERSION", None)

if version_detail < (3, 8):
    raise RuntimeError(
        f"Paddle only supports Python version >= 3.8 now,"
        f"you are using Python {python_version}"
    )
elif env_version is None:
    print(f"export PY_VERSION = { version }")
    os.environ["PY_VERSION"] = python_version

elif env_version != version:
    raise ValueError(
        f"You have set the PY_VERSION environment variable to {env_version}, but "
        f"your current Python version is {version}, "
        f"Please keep them consistent."
    )


# check cmake
CMAKE = shutil.which('cmake3') or shutil.which('cmake')
assert (
    CMAKE
), 'The "cmake" executable is not found. Please check if Cmake is installed.'


TOP_DIR = os.path.dirname(os.path.realpath(__file__))

IS_WINDOWS = os.name == 'nt'


def filter_setup_args(input_args):
    cmake_and_build = True
    only_cmake = False
    rerun_cmake = False
    filter_args_list = []
    for arg in input_args:
        if arg == 'rerun-cmake':
            rerun_cmake = True  # delete CMakeCache.txt and rerun cmake
            continue
        if arg == 'only-cmake':
            only_cmake = True  # only cmake and do not make, leave a chance for users to adjust build options
            continue
        if arg in ['clean', 'egg_info', 'sdist']:
            cmake_and_build = False
        filter_args_list.append(arg)
    return cmake_and_build, only_cmake, rerun_cmake, filter_args_list


cmake_and_build, only_cmake, rerun_cmake, filter_args_list = filter_setup_args(
    sys.argv
)


def parse_input_command(input_parameters):
    dist = Distribution()
    # get script name :setup.py
    sys.argv = input_parameters
    dist.script_name = os.path.basename(sys.argv[0])
    # get args of setup.py
    dist.script_args = sys.argv[1:]
    print(
        "Start executing python {} {}".format(
            dist.script_name, "".join(dist.script_args)
        )
    )
    try:
        dist.parse_command_line()
    except:
        print(
            f"An error occurred while parsing"
            f"the parameters, {dist.script_args}"
        )
        sys.exit(1)


class BinaryDistribution(Distribution):
    def has_ext_modules(foo):
        return True


RC = 0
ext_suffix = (
    '.dll'
    if os.name == 'nt'
    else ('.dylib' if sys.platform == 'darwin' else '.so')
)


def get_header_install_dir(header):
    if 'pb.h' in header or 'pd_op.h' in header:
        install_dir = re.sub(
            env_dict.get("PADDLE_BINARY_DIR") + '/', '', header, count=1
        )
    elif 'third_party' not in header:
        # paddle headers
        install_dir = re.sub(
            env_dict.get("PADDLE_SOURCE_DIR") + '/', '', header, count=1
        )
        if 'fluid/jit' in install_dir:
            install_dir = re.sub('fluid/jit', 'jit', install_dir, count=1)
    else:
        # third_party
        install_dir = re.sub(
            env_dict.get("THIRD_PARTY_PATH"), 'third_party', header, count=1
        )
        patterns = [
            'install/mkldnn/include/',
            'pybind/src/extern_pybind/include/',
            'third_party/xpu/src/extern_xpu/xpu/include/',
        ]
        for pattern in patterns:
            install_dir = re.sub(pattern, '', install_dir, count=1)
    return install_dir


class InstallHeaders(Command):
    """Override how headers are copied."""

    description = 'install C/C++ header files'

    user_options = [
        ('install-dir=', 'd', 'directory to install header files to'),
        ('force', 'f', 'force installation (overwrite existing files)'),
    ]

    boolean_options = ['force']

    def initialize_options(self):
        self.install_dir = None
        self.force = 0
        self.outfiles = []

    def finalize_options(self):
        self.set_undefined_options(
            'install', ('install_headers', 'install_dir'), ('force', 'force')
        )

    def run(self):
        hdrs = self.distribution.headers
        if not hdrs:
            return
        self.mkpath(self.install_dir)
        for header in hdrs:
            install_dir = get_header_install_dir(header)
            install_dir = os.path.join(
                self.install_dir, os.path.dirname(install_dir)
            )
            if not os.path.exists(install_dir):
                self.mkpath(install_dir)
            (out, _) = self.copy_file(header, install_dir)
            self.outfiles.append(out)
            # (out, _) = self.mkdir_and_copy_file(header)
            # self.outfiles.append(out)

    def get_inputs(self):
        return self.distribution.headers or []

    def get_outputs(self):
        return self.outfiles


class InstallCommand(InstallCommandBase):
    def finalize_options(self):
        ret = InstallCommandBase.finalize_options(self)
        self.install_lib = self.install_platlib

        self.install_headers = os.path.join(
            self.install_platlib, 'paddle', 'include'
        )
        return ret


class DevelopCommand(DevelopCommandBase):
    def run(self):
        # copy proto and .so to python_source_dir
        fluid_proto_binary_path = (
            paddle_binary_dir + '/python/paddle/base/proto/'
        )
        fluid_proto_source_path = (
            paddle_source_dir + '/python/paddle/base/proto/'
        )
        distributed_proto_binary_path = (
            paddle_binary_dir + '/python/paddle/distributed/fleet/proto/'
        )
        distributed_proto_source_path = (
            paddle_source_dir + '/python/paddle/distributed/fleet/proto/'
        )
        os.system(f"rm -rf {fluid_proto_source_path}")
        shutil.copytree(fluid_proto_binary_path, fluid_proto_source_path)
        os.system(f"rm -rf {distributed_proto_source_path}")
        shutil.copytree(
            distributed_proto_binary_path, distributed_proto_source_path
        )
        shutil.copy(
            paddle_binary_dir + '/python/paddle/base/libpaddle.so',
            paddle_source_dir + '/python/paddle/base/',
        )
        dynamic_library_binary_path = paddle_binary_dir + '/python/paddle/libs/'
        dynamic_library_source_path = paddle_source_dir + '/python/paddle/libs/'
        for lib_so in os.listdir(dynamic_library_binary_path):
            shutil.copy(
                dynamic_library_binary_path + lib_so,
                dynamic_library_source_path,
            )
        # write version.py and cuda_env_config_py to python_source_dir
        write_version_py(
            filename=f'{paddle_source_dir}/python/paddle/version/__init__.py'
        )
        write_cuda_env_config_py(
            filename=f'{paddle_source_dir}/python/paddle/cuda_env.py'
        )
        write_parameter_server_version_py(
            filename=f'{paddle_source_dir}/python/paddle/incubate/distributed/fleet/parameter_server/version.py'
        )
        DevelopCommandBase.run(self)


class EggInfo(egg_info):
    """Copy license file into `.dist-info` folder."""

    def run(self):
        # don't duplicate license into `.dist-info` when building a distribution
        if not self.distribution.have_run.get('install', True):
            self.mkpath(self.egg_info)
            self.copy_file(
                env_dict.get("PADDLE_SOURCE_DIR") + "/LICENSE", self.egg_info
            )

        egg_info.run(self)


# class Installlib is rewritten to add header files to .egg/paddle
class InstallLib(install_lib):
    def run(self):
        self.build()
        outfiles = self.install()
        hrds = self.distribution.headers
        if not hrds:
            return
        for header in hrds:
            install_dir = get_header_install_dir(header)
            install_dir = os.path.join(
                self.install_dir, 'paddle/include', os.path.dirname(install_dir)
            )
            if not os.path.exists(install_dir):
                self.mkpath(install_dir)
            self.copy_file(header, install_dir)
        if outfiles is not None:
            # always compile, in case we have any extension stubs to deal with
            self.byte_compile(outfiles)


def git_commit() -> str:
    try:
        cmd = ['git', 'rev-parse', 'HEAD']
        git_commit = (
            subprocess.Popen(
                cmd,
                stdout=subprocess.PIPE,
                cwd=env_dict.get("PADDLE_SOURCE_DIR"),
            )
            .communicate()[0]
            .strip()
        )
    except:
        git_commit = 'Unknown'
    git_commit = git_commit.decode('utf-8')
    return str(git_commit)


def _get_version_detail(idx):
    assert (
        idx < 3
    ), "version info consists of %(major)d.%(minor)d.%(patch)d, \
        so detail index must less than 3"
    tag_version_regex = env_dict.get("TAG_VERSION_REGEX")
    paddle_version = env_dict.get("PADDLE_VERSION")
    if re.match(tag_version_regex, paddle_version):
        version_details = paddle_version.split('.')
        if len(version_details) >= 3:
            return version_details[idx]
    return 0


def _mkdir_p(dir_str):
    try:
        os.makedirs(dir_str)
    except OSError as e:
        raise RuntimeError("Failed to create build folder")


def get_major() -> int:
    return int(_get_version_detail(0))


def get_minor() -> int:
    return int(_get_version_detail(1))


def get_patch() -> int:
    return str(_get_version_detail(2))


def get_nccl_version() -> int:
    if env_dict.get("WITH_NCCL") == 'ON':
        return int(env_dict.get("NCCL_VERSION"))
    return 0


def get_cuda_version() -> str:
    with_gpu = env_dict.get("WITH_GPU")
    if with_gpu == 'ON':
        return env_dict.get("CUDA_VERSION")
    else:
        return 'False'


def get_cudnn_version() -> str:
    with_gpu = env_dict.get("WITH_GPU")
    if with_gpu == 'ON':
        temp_cudnn_version = ''
        cudnn_major_version = env_dict.get("CUDNN_MAJOR_VERSION")
        if cudnn_major_version:
            temp_cudnn_version += cudnn_major_version
            cudnn_minor_version = env_dict.get("CUDNN_MINOR_VERSION")
            if cudnn_minor_version:
                temp_cudnn_version = (
                    temp_cudnn_version + '.' + cudnn_minor_version
                )
                cudnn_patchlevel_version = env_dict.get(
                    "CUDNN_PATCHLEVEL_VERSION"
                )
                if cudnn_patchlevel_version:
                    temp_cudnn_version = (
                        temp_cudnn_version + '.' + cudnn_patchlevel_version
                    )
        return temp_cudnn_version
    else:
        return 'False'


def get_xpu_xre_version() -> str:
    with_xpu = env_dict.get("WITH_XPU")
    if with_xpu == 'ON':
        return env_dict.get("XPU_XRE_BASE_VERSION")
    else:
        return 'False'


def get_xpu_xccl_version() -> str:
    with_xpu_xccl = env_dict.get("WITH_XPU_BKCL")
    if with_xpu_xccl == 'ON':
        return env_dict.get("XPU_XCCL_BASE_VERSION")
    else:
        return 'False'


def get_xpu_xhpc_version() -> str:
    with_xpu_xhpc = env_dict.get("WITH_XPU")
    if with_xpu_xhpc == 'ON':
        return env_dict.get("XPU_XHPC_BASE_DATE")
    else:
        return 'False'


def is_tagged() -> bool:
    try:
        cmd = [
            'git',
            'describe',
            '--exact-match',
            '--tags',
            'HEAD',
            '2>/dev/null',
        ]
        git_tag = (
            subprocess.Popen(
                cmd,
                stdout=subprocess.PIPE,
                cwd=env_dict.get("PADDLE_SOURCE_DIR"),
            )
            .communicate()[0]
            .strip()
        )
        git_tag = git_tag.decode()
    except:
        return False
    if str(git_tag).replace('v', '') == env_dict.get("PADDLE_VERSION"):
        return True
    else:
        return False


def get_cinn_version() -> str:
    if env_dict.get("WITH_CINN") != 'ON':
        return "False"
    return "0.3.0"


def get_cuda_archs() -> list[int]:
    compiled_cuda_archs = env_dict.get("COMPILED_CUDA_ARCHS")
    if isinstance(compiled_cuda_archs, str):
        compiled_cuda_archs = re.findall(r'\d+', compiled_cuda_archs)
        return [int(arch) for arch in compiled_cuda_archs]
    else:
        return []


def get_tensorrt_version() -> str:

    def find_libnvinfer():
        """Search for libnvinfer.so file in LD_LIBRARY_PATH."""

        trt_infer_rt_path = env_dict.get("TR_INFER_RT")
        tensorrt_library_path = env_dict.get("TENSORRT_LIBRARY_DIR")

        libnvinfer_file = os.path.join(tensorrt_library_path, trt_infer_rt_path)

        if os.path.exists(libnvinfer_file):
            return libnvinfer_file
        else:
            print(f"{libnvinfer_file} not found.")
        return None

    try:
        libnvinfer_path = find_libnvinfer()
        if not libnvinfer_path:
            return None

        trt = ctypes.CDLL(libnvinfer_path)
        get_version = trt.getInferLibVersion
        get_version.restype = ctypes.c_int
        version = get_version()
        version_str = str(version)
        major = version_str[:1] if len(version_str) > 1 else version_str
        minor = version_str[1:2] if len(version_str) > 3 else version_str[1:]
        patch = version_str[3:] if len(version_str) > 3 else ''

        minor = minor if minor else '0'
        patch = patch if patch else '0'
        version_str = f"{major}.{minor}.{patch}"

        return version_str

    except Exception as e:
        print(f"Error while getting TensorRT version: {e}")
        return None


def write_version_py(filename='paddle/version/__init__.py'):
    cnt = '''# THIS FILE IS GENERATED FROM PADDLEPADDLE SETUP.PY
#
full_version     = '%(major)d.%(minor)d.%(patch)s'
major            = '%(major)d'
minor            = '%(minor)d'
patch            = '%(patch)s'
nccl_version     = '%(nccl)d'
rc               = '%(rc)d'
cuda_version     = '%(cuda)s'
cudnn_version    = '%(cudnn)s'
xpu_xre_version  = '%(xpu_xre)s'
xpu_xccl_version = '%(xpu_xccl)s'
xpu_xhpc_version = '%(xpu_xhpc)s'
is_tagged        = %(is_tagged)s
commit           = '%(commit)s'
with_mkl         = '%(with_mkl)s'
cinn_version     = '%(cinn)s'
tensorrt_version = '%(tensorrt)s'
with_pip_cuda_libraries = '%(with_pip_cuda_libraries)s'
with_pip_tensorrt       = '%(with_pip_tensorrt)s'
compiled_cuda_archs     = %(compiled_cuda_archs)s

__all__ = ['cuda', 'cudnn', 'nccl', 'show', 'xpu', 'xpu_xre', 'xpu_xccl', 'xpu_xhpc', 'tensorrt', 'cuda_archs']

def show() -> None:
    """Get the version of paddle if `paddle` package if tagged. Otherwise, output the corresponding commit id.

    Returns:
        If paddle package is not tagged, the commit-id of paddle will be output.
        Otherwise, the following information will be output.

        full_version: version of paddle

        major: the major version of paddle

        minor: the minor version of paddle

        patch: the patch level version of paddle

        rc: whether it's rc version

        cuda: the cuda version of package. It will return `False` if CPU version paddle package is installed

        cudnn: the cudnn version of package. It will return `False` if CPU version paddle package is installed

        xpu_xre: the xpu xre version of package. It will return `False` if non-XPU version paddle package is installed

        xpu_xccl: the xpu xccl version of package. It will return `False` if non-XPU version paddle package is installed

        xpu_xhpc: the xpu xhpc version of package. It will return `False` if non-XPU version paddle package is installed

        cinn: the cinn version of package. It will return `False` if paddle package is not compiled with CINN

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> # Case 1: paddle is tagged with 2.2.0
            >>> paddle.version.show()
            >>> # doctest: +SKIP('Different environments yield different output.')
            full_version: 2.2.0
            major: 2
            minor: 2
            patch: 0
            rc: 0
            cuda: '10.2'
            cudnn: '7.6.5'
            xpu_xre: '4.32.0.1'
            xpu_xccl: '1.0.7'
            xpu_xhpc: '20231208'
            cinn: False
            >>> # doctest: -SKIP

            >>> # Case 2: paddle is not tagged
            >>> paddle.version.show()
            >>> # doctest: +SKIP('Different environments yield different output.')
            commit: cfa357e984bfd2ffa16820e354020529df434f7d
            cuda: '10.2'
            cudnn: '7.6.5'
            xpu_xre: '4.32.0.1'
            xpu_xccl: '1.0.7'
            xpu_xhpc: '20231208'
            cinn: False
            >>> # doctest: -SKIP
    """
    if is_tagged:
        print('full_version:', full_version)
        print('major:', major)
        print('minor:', minor)
        print('patch:', patch)
        print('rc:', rc)
    else:
        print('commit:', commit)
    print('cuda:', cuda_version)
    print('cudnn:', cudnn_version)
    print('nccl:', nccl_version)
    print('xpu_xre:', xpu_xre_version)
    print('xpu_xccl:', xpu_xccl_version)
    print('xpu_xhpc:', xpu_xhpc_version)
    print('cinn:', cinn_version)
    print('tensorrt_version:', tensorrt_version)
    print('cuda_archs:', compiled_cuda_archs)

def mkl() -> str:
    return with_mkl

def nccl() -> str:
    """Get nccl version of paddle package.

    Returns:
        string: Return the version information of cuda nccl. If paddle package is CPU version, it will return False.

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> paddle.version.nccl()
            >>> # doctest: +SKIP('Different environments yield different output.')
            '2804'

    """
    return nccl_version

def cuda() -> str:
    """Get cuda version of paddle package.

    Returns:
        string: Return the version information of cuda. If paddle package is CPU version, it will return False.

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> paddle.version.cuda()
            >>> # doctest: +SKIP('Different environments yield different output.')
            '10.2'

    """
    return cuda_version

def cudnn() -> str:
    """Get cudnn version of paddle package.

    Returns:
        string: Return the version information of cudnn. If paddle package is CPU version, it will return False.

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> paddle.version.cudnn()
            >>> # doctest: +SKIP('Different environments yield different output.')
            '7.6.5'

    """
    return cudnn_version

def xpu() -> str:
    """Get xpu version of paddle package. The API is deprecated now, please use xpu_xhpc() instead.

    Returns:
        string: Return the version information of xpu. If paddle package is non-XPU version, it will return False.
    Examples:
        .. code-block:: python
            >>> import paddle
            >>> paddle.version.xpu()
            >>> # doctest: +SKIP('Different environments yield different output.')
            '20230114'
    """
    return xpu_xhpc_version

def xpu_xre() -> str:
    """Get xpu xre version of paddle package.

    Returns:
        string: Return the version information of xpu. If paddle package is non-XPU version, it will return False.

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> paddle.version.xpu_xre()
            >>> # doctest: +SKIP('Different environments yield different output.')
            '4.32.0.1'

    """
    return xpu_xre_version

def xpu_xccl() -> str:
    """Get xpu xccl version of paddle package.

    Returns:
        string: Return the version information of xpu xccl. If paddle package is non-XPU version, it will return False.

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> paddle.version.xpu_xccl()
            >>> # doctest: +SKIP('Different environments yield different output.')
            '1.0.7'

    """
    return xpu_xccl_version

def xpu_xhpc() -> str:
    """Get xpu xhpc version of paddle package.

    Returns:
        string: Return the version information of xpu xhpc. If paddle package is non-XPU version, it will return False.

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> paddle.version.xpu_xhpc()
            >>> # doctest: +SKIP('Different environments yield different output.')
            '20231208'

    """
    return xpu_xhpc_version

def cinn() -> str:
    """Get CINN version of paddle package.

    Returns:
        string: Return the version information of CINN. If paddle package is not compiled with CINN, it will return False.

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> paddle.version.cinn()
            >>> # doctest: +SKIP('Different environments yield different output.')
            False

    """
    return cinn_version

def tensorrt() -> str:
    """Get TensorRT version of paddle package.

    Returns:
        string: Return the version information of TensorRT. If paddle package is not compiled with TensorRT, it will return False.

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> paddle.version.tensorrt()
            >>> # doctest: +SKIP('Different environments yield different output.')
            False

    """
    return tensorrt_version

def cuda_archs():
    """Get compiled cuda archs of paddle package.

    Returns:
        list[int]: Return the compiled cuda archs if with gpu. If paddle package is not compiled with gpu, it will return "".

    Examples:
        .. code-block:: python

            >>> import paddle

            >>> paddle.version.cuda_archs()
            >>> # doctest: +SKIP('Different environments yield different output.')
            [86]

    """
    return compiled_cuda_archs
'''
    commit = git_commit()

    dirname = os.path.dirname(filename)

    try:
        os.makedirs(dirname)
    except OSError as e:
        if e.errno != errno.EEXIST:
            raise

    with open(filename, 'w') as f:
        f.write(
            cnt
            % {
                'major': get_major(),
                'minor': get_minor(),
                'patch': get_patch(),
                'nccl': get_nccl_version(),
                'rc': RC,
                'version': env_dict.get("PADDLE_VERSION"),
                'cuda': get_cuda_version(),
                'cudnn': get_cudnn_version(),
                'xpu_xre': get_xpu_xre_version(),
                'xpu_xccl': get_xpu_xccl_version(),
                'xpu_xhpc': get_xpu_xhpc_version(),
                'commit': commit,
                'is_tagged': is_tagged(),
                'with_mkl': env_dict.get("WITH_MKL"),
                'cinn': get_cinn_version(),
                'tensorrt': get_tensorrt_version(),
                'with_pip_cuda_libraries': env_dict.get(
                    "WITH_PIP_CUDA_LIBRARIES"
                ),
                'with_pip_tensorrt': env_dict.get("WITH_PIP_TENSORRT"),
                'compiled_cuda_archs': get_cuda_archs(),
            }
        )


def write_cuda_env_config_py(filename='paddle/cuda_env.py'):
    cnt = ""
    if env_dict.get("JIT_RELEASE_WHL") == 'ON':
        cnt = '''# THIS FILE IS GENERATED FROM PADDLEPADDLE SETUP.PY
#
import os
os.environ['CUDA_CACHE_MAXSIZE'] = '805306368'
'''

    with open(filename, 'w') as f:
        f.write(cnt)


def write_parameter_server_version_py(
    filename='paddle/incubate/distributed/fleet/parameter_server/version.py',
):
    cnt = '''

# THIS FILE IS GENERATED FROM PADDLEPADDLE SETUP.PY

from paddle.incubate.distributed.fleet.base import Mode

BUILD_MODE=Mode.%(mode)s

def is_transpiler():
    return Mode.TRANSPILER == BUILD_MODE

'''

    dirname = os.path.dirname(filename)

    try:
        os.makedirs(dirname)
    except OSError as e:
        if e.errno != errno.EEXIST:
            raise
    with open(filename, 'w') as f:
        f.write(
            cnt
            % {
                'mode': (
                    'PSLIB'
                    if env_dict.get("WITH_PSLIB") == 'ON'
                    else 'TRANSPILER'
                )
            }
        )


def find_files(pattern, root, recursive=False):
    for dirpath, _, files in os.walk(root):
        for filename in fnmatch.filter(files, pattern):
            yield os.path.join(dirpath, filename)
        if not recursive:
            break


@contextmanager
def cd(path):
    if not os.path.isabs(path):
        raise RuntimeError(f'Can only cd to absolute path, got: {path}')
    orig_path = os.getcwd()
    os.chdir(path)
    try:
        yield
    finally:
        os.chdir(orig_path)


def options_process(args, build_options):
    for key, value in sorted(build_options.items()):
        if value is not None:
            args.append(f"-D{key}={value}")


def get_cmake_generator():
    if os.getenv("GENERATOR"):
        cmake_generator = os.getenv("GENERATOR")
        if os.system('ninja --version') == 0:
            print("Ninja has been installed,use ninja to compile Paddle now.")
        else:
            print("Ninja has not been installed,install it now.")
            os.system('python -m pip install ninja')
    else:
        cmake_generator = "Unix Makefiles"
    return cmake_generator


def cmake_run(build_path):
    args = []
    env_var = os.environ.copy()  # get env variables
    paddle_build_options = {}
    other_options = {}
    other_options.update(
        {
            option: option
            for option in (
                "PYTHON_LIBRARY",
                "INFERENCE_DEMO_INSTALL_DIR",
                "ON_INFER",
                "PYTHON_EXECUTABLE",
                "TENSORRT_ROOT",
                "CUDA_ARCH_NAME",
                "CUDA_ARCH_BIN",
                "PYTHON_INCLUDE_DIR",
                "PYTHON_LIBRARIES",
                "PY_VERSION",
                "CUB_PATH",
                "NEW_RELEASE_PYPI",
                "CUDNN_ROOT",
                "THIRD_PARTY_PATH",
                "NOAVX_CORE_FILE",
                "LITE_GIT_TAG",
                "CUDA_TOOLKIT_ROOT_DIR",
                "NEW_RELEASE_JIT",
                "XPU_SDK_ROOT",
                "MSVC_STATIC_CRT",
                "NEW_RELEASE_ALL",
                "GENERATOR",
            )
        }
    )
    # if environment variables which start with "WITH_" or "CMAKE_",put it into build_options
    for option_key, option_value in env_var.items():
        if option_key.startswith(("CMAKE_", "WITH_")):
            paddle_build_options[option_key] = option_value
        if option_key in other_options:
            if (
                option_key == 'PYTHON_EXECUTABLE'
                or option_key == 'PYTHON_LIBRARY'
                or option_key == 'PYTHON_LIBRARIES'
            ):
                key = option_key + ":FILEPATH"
            elif option_key == 'PYTHON_INCLUDE_DIR':
                key = option_key + ':PATH'
            elif option_key == 'GENERATOR':
                key = 'CMAKE_' + option_key
            else:
                key = other_options[option_key]
            if key not in paddle_build_options:
                paddle_build_options[key] = option_value

    options_process(args, paddle_build_options)
    with cd(build_path):
        cmake_args = []
        cmake_args.append(CMAKE)
        cmake_args += args
        cmake_args.append('-DWITH_SETUP_INSTALL=ON')
        cmake_args.append(TOP_DIR)
        subprocess.check_call(cmake_args)


def build_run(args, build_path, environ_var):
    with cd(build_path):
        build_args = []
        build_args.append(CMAKE)
        build_args += args
        try:
            subprocess.check_call(build_args, cwd=build_path, env=environ_var)
        except (CalledProcessError, KeyboardInterrupt) as e:
            sys.exit(1)


def run_cmake_build(build_path):
    build_type = (
        os.getenv("CMAKE_BUILD_TYPE")
        if os.getenv("CMAKE_BUILD_TYPE") is not None
        else "release"
    )
    build_args = ["--build", ".", "--target", "install", "--config", build_type]
    max_jobs = os.getenv("MAX_JOBS")
    if max_jobs is not None:
        max_jobs = max_jobs or str(multiprocessing.cpu_count())

        build_args += ["--"]
        if IS_WINDOWS:
            build_args += [f"/p:CL_MPCount={max_jobs}"]
        else:
            build_args += ["-j", max_jobs]
    else:
        build_args += ["-j", str(multiprocessing.cpu_count())]
    environ_var = os.environ.copy()
    build_run(build_args, build_path, environ_var)