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import warnings
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warnings.filterwarnings("ignore", category=DeprecationWarning)
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import subprocess
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import os, sys
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try:
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from pkg_resources import get_distribution as distributions
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except:
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from importlib_metadata import distributions
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from tqdm import tqdm
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import urllib.request
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from packaging import version as pv
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try:
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from folder_paths import models_dir
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except:
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from pathlib import Path
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models_dir = os.path.join(Path(__file__).parents[2], "models")
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|
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sys.path.append(os.path.dirname(os.path.realpath(__file__)))
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|
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req_file = os.path.join(os.path.dirname(os.path.realpath(__file__)), "requirements.txt")
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|
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model_url = "https://huggingface.co/datasets/Gourieff/ReActor/resolve/main/models/inswapper_128.onnx"
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|
model_name = os.path.basename(model_url)
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models_dir_path = os.path.join(models_dir, "insightface")
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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
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|
try:
|
|
has_package = distributions(package)
|
|
if has_package is not None:
|
|
if version is not None:
|
|
installed_version = has_package.version
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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:
|
|
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 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")
|
|
|
