fix_torch.py

import importlib.util
import shutil
import os
import ctypes
import logging


def fix_pytorch_libomp():
    """
    Fix PyTorch libomp DLL issue on Windows by copying the correct DLL file if needed.
    """
    torch_spec = importlib.util.find_spec("torch")
    for folder in torch_spec.submodule_search_locations:
        lib_folder = os.path.join(folder, "lib")
        test_file = os.path.join(lib_folder, "fbgemm.dll")
        dest = os.path.join(lib_folder, "libomp140.x86_64.dll")
        if os.path.exists(dest):
            break

        with open(test_file, "rb") as f:
            contents = f.read()
            if b"libomp140.x86_64.dll" not in contents:
                break
        try:
            ctypes.cdll.LoadLibrary(test_file)
        except FileNotFoundError:
            logging.warning("Detected pytorch version with libomp issue, patching.")
            shutil.copyfile(os.path.join(lib_folder, "libiomp5md.dll"), dest)