| import warnings |
| warnings.filterwarnings("ignore", category=DeprecationWarning) |
|
|
| import subprocess |
| import os, sys |
| try: |
| from pkg_resources import get_distribution as distributions |
| except: |
| from importlib_metadata import distributions |
| from tqdm import tqdm |
| import urllib.request |
| from packaging import version as pv |
| try: |
| from folder_paths import models_dir |
| except: |
| from pathlib import Path |
| models_dir = os.path.join(Path(__file__).parents[2], "models") |
|
|
| sys.path.append(os.path.dirname(os.path.realpath(__file__))) |
|
|
| req_file = os.path.join(os.path.dirname(os.path.realpath(__file__)), "requirements.txt") |
|
|
| model_url = "https://huggingface.co/datasets/Gourieff/ReActor/resolve/main/models/inswapper_128.onnx" |
| model_name = os.path.basename(model_url) |
| models_dir_path = os.path.join(models_dir, "insightface") |
| model_path = os.path.join(models_dir_path, model_name) |
|
|
| def run_pip(*args): |
| subprocess.run([sys.executable, "-m", "pip", "install", "--no-warn-script-location", *args]) |
|
|
| def is_installed ( |
| package: str, version: str = None, strict: bool = True |
| ): |
| has_package = None |
| try: |
| has_package = distributions(package) |
| if has_package is not None: |
| if version is not None: |
| installed_version = has_package.version |
| if (installed_version != version and strict == True) or (pv.parse(installed_version) < pv.parse(version) and strict == False): |
| return False |
| else: |
| return True |
| else: |
| return True |
| else: |
| return False |
| except Exception as e: |
| print(f"Status: {e}") |
| return False |
| |
| def download(url, path, name): |
| request = urllib.request.urlopen(url) |
| total = int(request.headers.get('Content-Length', 0)) |
| with tqdm(total=total, desc=f'[ReActor] Downloading {name} to {path}', unit='B', unit_scale=True, unit_divisor=1024) as progress: |
| urllib.request.urlretrieve(url, path, reporthook=lambda count, block_size, total_size: progress.update(block_size)) |
|
|
| if not os.path.exists(models_dir_path): |
| os.makedirs(models_dir_path) |
|
|
| if not os.path.exists(model_path): |
| download(model_url, model_path, model_name) |
|
|
| with open(req_file) as file: |
| try: |
| ort = "onnxruntime-gpu" |
| import torch |
| cuda_version = None |
| if torch.cuda.is_available(): |
| cuda_version = torch.version.cuda |
| print(f"CUDA {cuda_version}") |
| elif torch.backends.mps.is_available() or hasattr(torch,'dml') or hasattr(torch,'privateuseone'): |
| ort = "onnxruntime" |
| if cuda_version is not None and float(cuda_version)>=12 and torch.torch_version.__version__ <= "2.2.0": |
| print(f"Torch: {torch.torch_version.__version__}") |
| if not is_installed(ort,"1.17.0",False): |
| run_pip(ort,"--extra-index-url", "https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/") |
| elif cuda_version is not None and float(cuda_version)>=12 and torch.torch_version.__version__ >= "2.4.0" : |
| print(f"Torch: {torch.torch_version.__version__}") |
| if not is_installed(ort,"1.20.1",False): |
| run_pip(ort,"-U") |
| elif not is_installed(ort,"1.16.1",False): |
| run_pip(ort, "-U") |
| except Exception as e: |
| print(e) |
| print(f"Warning: Failed to install {ort}, ReActor will not work.") |
| raise e |
| strict = True |
| for package in file: |
| package_version = None |
| try: |
| package = package.strip() |
| if "==" in package: |
| package_version = package.split('==')[1] |
| elif ">=" in package: |
| package_version = package.split('>=')[1] |
| strict = False |
| if not is_installed(package,package_version,strict): |
| run_pip(package) |
| except Exception as e: |
| print(e) |
| print(f"Warning: Failed to install {package}, ReActor will not work.") |
| raise e |
| print("Ok") |
|
|
