def run()

in HowTo/gRPC/Linux/OpenAI/LangChain/PyServer/venv/Lib/numpy/distutils/command/build_ext.py [0:0]


    def run(self):
        if not self.extensions:
            return

        # Make sure that extension sources are complete.
        self.run_command('build_src')

        if self.distribution.has_c_libraries():
            if self.inplace:
                if self.distribution.have_run.get('build_clib'):
                    log.warn('build_clib already run, it is too late to '
                             'ensure in-place build of build_clib')
                    build_clib = self.distribution.get_command_obj(
                        'build_clib')
                else:
                    build_clib = self.distribution.get_command_obj(
                        'build_clib')
                    build_clib.inplace = 1
                    build_clib.ensure_finalized()
                    build_clib.run()
                    self.distribution.have_run['build_clib'] = 1

            else:
                self.run_command('build_clib')
                build_clib = self.get_finalized_command('build_clib')
            self.library_dirs.append(build_clib.build_clib)
        else:
            build_clib = None

        # Not including C libraries to the list of
        # extension libraries automatically to prevent
        # bogus linking commands. Extensions must
        # explicitly specify the C libraries that they use.

        from distutils.ccompiler import new_compiler
        from numpy.distutils.fcompiler import new_fcompiler

        compiler_type = self.compiler
        # Initialize C compiler:
        self.compiler = new_compiler(compiler=compiler_type,
                                     verbose=self.verbose,
                                     dry_run=self.dry_run,
                                     force=self.force)
        self.compiler.customize(self.distribution)
        self.compiler.customize_cmd(self)

        if self.warn_error:
            self.compiler.compiler.append('-Werror')
            self.compiler.compiler_so.append('-Werror')

        self.compiler.show_customization()

        if not self.disable_optimization:
            dispatch_hpath = os.path.join("numpy", "distutils", "include", "npy_cpu_dispatch_config.h")
            dispatch_hpath = os.path.join(self.get_finalized_command("build_src").build_src, dispatch_hpath)
            opt_cache_path = os.path.abspath(
                os.path.join(self.build_temp, 'ccompiler_opt_cache_ext.py')
            )
            if hasattr(self, "compiler_opt"):
                # By default `CCompilerOpt` update the cache at the exit of
                # the process, which may lead to duplicate building
                # (see build_extension()/force_rebuild) if run() called
                # multiple times within the same os process/thread without
                # giving the chance the previous instances of `CCompilerOpt`
                # to update the cache.
                self.compiler_opt.cache_flush()

            self.compiler_opt = new_ccompiler_opt(
                compiler=self.compiler, dispatch_hpath=dispatch_hpath,
                cpu_baseline=self.cpu_baseline, cpu_dispatch=self.cpu_dispatch,
                cache_path=opt_cache_path
            )
            def report(copt):
                log.info("\n########### EXT COMPILER OPTIMIZATION ###########")
                log.info(copt.report(full=True))

            import atexit
            atexit.register(report, self.compiler_opt)

        # Setup directory for storing generated extra DLL files on Windows
        self.extra_dll_dir = os.path.join(self.build_temp, '.libs')
        if not os.path.isdir(self.extra_dll_dir):
            os.makedirs(self.extra_dll_dir)

        # Create mapping of libraries built by build_clib:
        clibs = {}
        if build_clib is not None:
            for libname, build_info in build_clib.libraries or []:
                if libname in clibs and clibs[libname] != build_info:
                    log.warn('library %r defined more than once,'
                             ' overwriting build_info\n%s... \nwith\n%s...'
                             % (libname, repr(clibs[libname])[:300], repr(build_info)[:300]))
                clibs[libname] = build_info
        # .. and distribution libraries:
        for libname, build_info in self.distribution.libraries or []:
            if libname in clibs:
                # build_clib libraries have a precedence before distribution ones
                continue
            clibs[libname] = build_info

        # Determine if C++/Fortran 77/Fortran 90 compilers are needed.
        # Update extension libraries, library_dirs, and macros.
        all_languages = set()
        for ext in self.extensions:
            ext_languages = set()
            c_libs = []
            c_lib_dirs = []
            macros = []
            for libname in ext.libraries:
                if libname in clibs:
                    binfo = clibs[libname]
                    c_libs += binfo.get('libraries', [])
                    c_lib_dirs += binfo.get('library_dirs', [])
                    for m in binfo.get('macros', []):
                        if m not in macros:
                            macros.append(m)

                for l in clibs.get(libname, {}).get('source_languages', []):
                    ext_languages.add(l)
            if c_libs:
                new_c_libs = ext.libraries + c_libs
                log.info('updating extension %r libraries from %r to %r'
                         % (ext.name, ext.libraries, new_c_libs))
                ext.libraries = new_c_libs
                ext.library_dirs = ext.library_dirs + c_lib_dirs
            if macros:
                log.info('extending extension %r defined_macros with %r'
                         % (ext.name, macros))
                ext.define_macros = ext.define_macros + macros

            # determine extension languages
            if has_f_sources(ext.sources):
                ext_languages.add('f77')
            if has_cxx_sources(ext.sources):
                ext_languages.add('c++')
            l = ext.language or self.compiler.detect_language(ext.sources)
            if l:
                ext_languages.add(l)

            # reset language attribute for choosing proper linker
            #
            # When we build extensions with multiple languages, we have to
            # choose a linker. The rules here are:
            #   1. if there is Fortran code, always prefer the Fortran linker,
            #   2. otherwise prefer C++ over C,
            #   3. Users can force a particular linker by using
            #          `language='c'`  # or 'c++', 'f90', 'f77'
            #      in their config.add_extension() calls.
            if 'c++' in ext_languages:
                ext_language = 'c++'
            else:
                ext_language = 'c'  # default

            has_fortran = False
            if 'f90' in ext_languages:
                ext_language = 'f90'
                has_fortran = True
            elif 'f77' in ext_languages:
                ext_language = 'f77'
                has_fortran = True

            if not ext.language or has_fortran:
                if l and l != ext_language and ext.language:
                    log.warn('resetting extension %r language from %r to %r.' %
                             (ext.name, l, ext_language))

            ext.language = ext_language

            # global language
            all_languages.update(ext_languages)

        need_f90_compiler = 'f90' in all_languages
        need_f77_compiler = 'f77' in all_languages
        need_cxx_compiler = 'c++' in all_languages

        # Initialize C++ compiler:
        if need_cxx_compiler:
            self._cxx_compiler = new_compiler(compiler=compiler_type,
                                              verbose=self.verbose,
                                              dry_run=self.dry_run,
                                              force=self.force)
            compiler = self._cxx_compiler
            compiler.customize(self.distribution, need_cxx=need_cxx_compiler)
            compiler.customize_cmd(self)
            compiler.show_customization()
            self._cxx_compiler = compiler.cxx_compiler()
        else:
            self._cxx_compiler = None

        # Initialize Fortran 77 compiler:
        if need_f77_compiler:
            ctype = self.fcompiler
            self._f77_compiler = new_fcompiler(compiler=self.fcompiler,
                                               verbose=self.verbose,
                                               dry_run=self.dry_run,
                                               force=self.force,
                                               requiref90=False,
                                               c_compiler=self.compiler)
            fcompiler = self._f77_compiler
            if fcompiler:
                ctype = fcompiler.compiler_type
                fcompiler.customize(self.distribution)
            if fcompiler and fcompiler.get_version():
                fcompiler.customize_cmd(self)
                fcompiler.show_customization()
            else:
                self.warn('f77_compiler=%s is not available.' %
                          (ctype))
                self._f77_compiler = None
        else:
            self._f77_compiler = None

        # Initialize Fortran 90 compiler:
        if need_f90_compiler:
            ctype = self.fcompiler
            self._f90_compiler = new_fcompiler(compiler=self.fcompiler,
                                               verbose=self.verbose,
                                               dry_run=self.dry_run,
                                               force=self.force,
                                               requiref90=True,
                                               c_compiler=self.compiler)
            fcompiler = self._f90_compiler
            if fcompiler:
                ctype = fcompiler.compiler_type
                fcompiler.customize(self.distribution)
            if fcompiler and fcompiler.get_version():
                fcompiler.customize_cmd(self)
                fcompiler.show_customization()
            else:
                self.warn('f90_compiler=%s is not available.' %
                          (ctype))
                self._f90_compiler = None
        else:
            self._f90_compiler = None

        # Build extensions
        self.build_extensions()

        # Copy over any extra DLL files
        # FIXME: In the case where there are more than two packages,
        # we blindly assume that both packages need all of the libraries,
        # resulting in a larger wheel than is required. This should be fixed,
        # but it's so rare that I won't bother to handle it.
        pkg_roots = {
            self.get_ext_fullname(ext.name).split('.')[0]
            for ext in self.extensions
        }
        for pkg_root in pkg_roots:
            shared_lib_dir = os.path.join(pkg_root, '.libs')
            if not self.inplace:
                shared_lib_dir = os.path.join(self.build_lib, shared_lib_dir)
            for fn in os.listdir(self.extra_dll_dir):
                if not os.path.isdir(shared_lib_dir):
                    os.makedirs(shared_lib_dir)
                if not fn.lower().endswith('.dll'):
                    continue
                runtime_lib = os.path.join(self.extra_dll_dir, fn)
                copy_file(runtime_lib, shared_lib_dir)