| 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")
|
|
|
