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import os
# import wandb
os.system("pip install nvidia-ml-py3")
os.chdir(f"/home/xlab-app-center")
os.system(f"git clone https://openi.pcl.ac.cn/2575044704/sd-v1.7.0 /home/xlab-app-center/stable-diffusion-webui")
os.system(f"cp /home/xlab-app-center/styles.csv /home/xlab-app-center/stable-diffusion-webui/styles.csv")
os.chdir(f"/home/xlab-app-center/stable-diffusion-webui")
os.system(f"git lfs install")
os.system(f"git reset --hard")
os.chdir(f"/home/xlab-app-center/stable-diffusion-webui/extensions")
show_shell_info = False
def run(command, cwd=None, desc=None, errdesc=None, custom_env=None,try_error:bool=True) -> str:
global show_shell_info
if desc is not None:
print(desc)
run_kwargs = {
"args": command,
"shell": True,
"cwd": cwd,
"env": os.environ if custom_env is None else custom_env,
"encoding": 'utf8',
"errors": 'ignore',
}
if not show_shell_info:
run_kwargs["stdout"] = run_kwargs["stderr"] = subprocess.PIPE
result = subprocess.run(**run_kwargs)
if result.returncode != 0:
error_bits = [
f"{errdesc or 'Error running command'}.",
f"Command: {command}",
f"Error code: {result.returncode}",
]
if result.stdout:
error_bits.append(f"stdout: {result.stdout}")
if result.stderr:
error_bits.append(f"stderr: {result.stderr}")
if try_error:
print((RuntimeError("\n".join(error_bits))))
else:
raise RuntimeError("\n".join(error_bits))
if show_shell_info:
print((result.stdout or ""))
return (result.stdout or "")
def mkdirs(path, exist_ok=True):
if path and not Path(path).exists():
os.makedirs(path,exist_ok=exist_ok)
plugins = [
"https://gitcode.net/overbill1683/stable-diffusion-webui-localization-zh_Hans",
"https://gitcode.net/ranting8323/multidiffusion-upscaler-for-automatic1111",
"https://gitcode.net/ranting8323/adetailer",
"https://gitcode.net/ranting8323/sd-webui-prompt-all-in-one",
"https://gitcode.net/ranting8323/sd-webui-inpaint-anything",
"https://gitcode.net/ranting8323/a1111-sd-webui-tagcomplete",
"https://gitcode.net/nightaway/sd-webui-infinite-image-browsing",
"https://openi.pcl.ac.cn/2575044704/sd-extension-system-info",
"https://openi.pcl.ac.cn/2575044704/batchlinks-webui",
'https://openi.pcl.ac.cn/2575044704/stable-diffusion-webui-localization-zh_CN',
'https://openi.pcl.ac.cn/2575044704/sd-webui-supermerger',
"https://openi.pcl.ac.cn/2575044704/sd-webui-supermerger",
'https://openi.pcl.ac.cn/2575044704/sd-webui-lora-block-weight',
'https://openi.pcl.ac.cn/2575044704/sd-skin-extension',
]
for plugin in plugins:
os.system(f"git clone {plugin}")
os.makedirs('/home/xlab-app-center/stable-diffusion-webui/models/adetailer', exist_ok=True)
os.chdir(f"/home/xlab-app-center/stable-diffusion-webui/models/adetailer")
os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/Bingsu/adetailer/resolve/main/hand_yolov8s.pt -d /home/xlab-app-center/stable-diffusion-webui/models/adetailer -o hand_yolov8s.pt")
os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/Bingsu/adetailer/resolve/main/hand_yolov8n.pt -d /home/xlab-app-center/stable-diffusion-webui/models/adetailer -o hand_yolov8n.pt")
os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/kaggle/input/museum/131-half.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Stable-diffusion -o [萌二次元]131-half.safetensors")
os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/ba.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Lora -o ba.safetensors")
os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/racaco2.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Lora -o racaco2.safetensors")
os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/coinz/Add-detail/resolve/main/add_detail.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Lora -o add_detail.safetensors")
os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/VASVASVAS/vae/resolve/main/pastel-waifu-diffusion.vae.pt -d /home/xlab-app-center/stable-diffusion-webui/models/VAE -o pastel-waifu-diffusion.vae.pt")
# os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://download.openxlab.org.cn/models/camenduru/sdxl-refiner-1.0/weight//sd_xl_refiner_1.0.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Stable-diffusion -o sd_xl_refiner_1.0.safetensors")
# os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://download.openxlab.org.cn/models/camenduru/cyber-realistic/weight//cyberrealistic_v32.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Stable-diffusion -o cyberrealistic_v32.safetensors")
os.chdir(f"/home/xlab-app-center/stable-diffusion-webui")
print('webui launching...')
package_envs = [
{"env": "STABLE_DIFFUSION_REPO", "url": os.environ.get('STABLE_DIFFUSION_REPO', "https://gitcode.net/overbill1683/stablediffusion")},
{"env": "STABLE_DIFFUSION_XL_REPO", "url": os.environ.get('STABLE_DIFFUSION_XL_REPO', "https://gitcode.net/overbill1683/generative-models")},
{"env": "K_DIFFUSION_REPO", "url": os.environ.get('K_DIFFUSION_REPO', "https://gitcode.net/overbill1683/k-diffusion")},
{"env": "CODEFORMER_REPO", "url": os.environ.get('CODEFORMER_REPO', "https://gitcode.net/overbill1683/CodeFormer")},
{"env": "BLIP_REPO", "url": os.environ.get('BLIP_REPO', "https://gitcode.net/overbill1683/BLIP")},
]
os.environ["PIP_INDEX_URL"] = "https://mirrors.aliyun.com/pypi/simple/"
for i in package_envs:
os.environ[i["env"]] = i["url"]
import os
import time
import wandb
import os
import time
import wandb
proxy_path={
'/sd2/':'http://127.0.0.1:7862/',
'/sd3/':'http://127.0.0.1:7863/'
} # 增加一个comfyui的代理
server_port=7860 # webui 默认端口
_server_port = locals().get('server_port') or globals().get('server_port') or 7860
_proxy_path = locals().get('proxy_path') or globals().get('proxy_path') or {}
# nginx 反向代理配置文件
def echoToFile(content:str,path:str):
if path.find('/') >= 0:
_path = '/'.join(path.split('/')[:-1])
run(f'''mkdir -p {_path}''')
with open(path,'w') as sh:
sh.write(content)
# 检查网络
def check_service(host, port):
try:
socket.create_connection((host, port), timeout=5)
return True
except socket.error:
return False
def localProxy():
os.system('apt install nginx -y')
_proxy_path['/'] = f'http://127.0.0.1:{_server_port+1}/'
_proxy_path['/1/'] = f'http://127.0.0.1:{_server_port+2}/'
def getProxyLocation(subPath:str, localServer:str):
return '''
location '''+ subPath +'''
{
proxy_pass '''+ localServer +''';
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
proxy_set_header REMOTE-HOST $remote_addr;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection upgrade;
proxy_http_version 1.1;
proxy_connect_timeout 10m;
proxy_read_timeout 10m;
}
'''
conf = '''
server
{
listen '''+str(_server_port)+''';
listen [::]:'''+str(_server_port)+''';
server_name 127.0.0.1 localhost 0.0.0.0 "";
if ($request_method = OPTIONS) {
return 200;
}
fastcgi_send_timeout 10m;
fastcgi_read_timeout 10m;
fastcgi_connect_timeout 10m;
'''+ ''.join([getProxyLocation(key,_proxy_path[key]) for key in _proxy_path.keys()]) +'''
}
'''
echoToFile(conf,'/etc/nginx/conf.d/proxy_nginx.conf')
if not check_service('localhost',_server_port):
run(f'''nginx -c /etc/nginx/nginx.conf''')
run(f'''nginx -s reload''')
# WandB登录
os.system('wandb login 5c00964de1bb95ec1ab24869d4c523c59e0fb8e3')
# 初始化WandB项目
wandb.init(project="gpu-temperature-monitor")
import os
import threading
import wandb
import time
def wandb():
# Assuming you have initialized WandB before this function call
# ...
try:
localProxy()
except Exception as e:
# 在这里处理异常的代码
print(f"An error occurred: {e}")
while True:
# Loop to continuously monitor GPU temperature and usage
gpu_temperature_command = "nvidia-smi --query-gpu=temperature.gpu --format=csv,noheader,nounits"
gpu_temperature = int(os.popen(gpu_temperature_command).read().strip())
wandb.log({"GPU 温度": gpu_temperature})
time.sleep(60)
def start():
try:
os.system(f"python launch.py --api --xformers --exit --enable-insecure-extension-access --ui-settings-file /home/xlab-app-center/config.json --ui-config-file /home/xlab-app-center/ui-config.json --gradio-queue --disable-safe-unpickle")
os.system(f"python launch.py --api --xformers --enable-insecure-extension-access --gradio-queue --disable-safe-unpickle & python launch.py --api --xformers --enable-insecure-extension-access --gradio-queue --disable-safe-unpickle --port=7862 & python launch.py --api --xformers --enable-insecure-extension-access --gradio-queue --disable-safe-unpickle --port=7863")
except Exception as e:
# 在这里处理异常的代码
print(f"An error occurred: {e}")
# Create threads for each function
wandb_thread = threading.Thread(target=wandb)
start_thread = threading.Thread(target=start)
# Start the threads
wandb_thread.start()
start_thread.start()
# Wait for both threads to finish
wandb_thread.join()
start_thread.join()
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