Create app.py

app.py

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+# 配置
+import os
+install_path = '/home/xlab-app-center'
+webui_repo = 'AUTOMATIC1111/stable-diffusion-webui --branch v1.9.4'
+rename_repo = 'stable-diffusion-webui'
+git_url = 'gitcode.com'
+webui_port = 7860
+
+api_auth = 'Echoflare:Tt25faj8'
+
+download_tool = 'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M'
+
+webui_args = [
+ '--api',
+'--xformers',
+'--no-hashing',
+'--disable-nan-check',
+'--disable-console-progressbars', 
+'--enable-console-prompts',
+#'--no-gradio-queue',
+'--no-half-vae',
+"--skip-torch-cuda-test",
+"--allow-code"
+# f'--api-auth={api_auth}',
+# '--freeze-settings',
+]
+
+extensions = [
+'https://gitcode.com/zanllp/sd-webui-infinite-image-browsing',
+'https://gitcode.com/dtlnor/stable-diffusion-webui-localization-zh_CN', # 汉化
+'https://gitcode.com/DominikDoom/a1111-sd-webui-tagcomplete', # 提示词提示器
+'https://gitcode.com/Mikubill/sd-webui-controlnet', # ControlNet
+"https://gitcode.net/overbill1683/stable-diffusion-webui-localization-zh_Hans",
+"https://gitcode.net/ranting8323/adetailer",
+"https://gitcode.net/ranting8323/sd-webui-inpaint-anything",
+"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-lora-block-weight',
+'https://openi.pcl.ac.cn/2575044704/sd-skin-extension',
+"https://kkgithub.com/thygate/stable-diffusion-webui-depthmap-script.git",
+"https://kkgithub.com/continue-revolution/sd-webui-animatediff.git",
+"https://kkgithub.com/Iyashinouta/sd-model-downloader.git",
+"https://kkgithub.com/fkunn1326/openpose-editor.git",
+"https://kkgithub.com/zero01101/openOutpaint-webUI-extension.git",
+"https://kkgithub.com/LonicaMewinsky/gif2gif.git",
+"https://openi.pcl.ac.cn/2575044704/sd-webui-agent-scheduler",
+"https://openi.pcl.ac.cn/2575044704/sd-webui-depth-lib",
+"https://openi.pcl.ac.cn/Echoflare/letest"
+]
+
+sd_models = [
+#"kohakuXLDelta_rev1.safetensors@https://civitai-delivery-worker-prod.5ac0637cfd0766c97916cefa3764fbdf.r2.cloudflarestorage.com/model/478208/kohakuXlDeltaRev1.OzRM.safetensors?X-Amz-Expires=86400&response-content-disposition=attachment%3B%20filename%3D%22kohakuXLDelta_rev1.safetensors%22&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=e01358d793ad6966166af8b3064953ad/20240323/us-east-1/s3/aws4_request&X-Amz-Date=20240323T165433Z&X-Amz-SignedHeaders=host&X-Amz-Signature=7a14ba6161f355f0dd93229089f503fbbe94fbe994d42ba1e7efc1566ba584a6",
+]
+lora_models = [
+    "https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/ba.safetensors",
+    "https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/racaco2.safetensors",
+    
+]
+
+vae_models = [
+    "https://hf-mirror.com/datasets/VASVASVAS/vae/resolve/main/pastel-waifu-diffusion.vae.pt"
+]
+
+ControlNet = True
+
+controlnet_models = [
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors',
+'https://hf-mirror.com/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors',
+'https://hf-mirror.com/DionTimmer/controlnet_qrcode-control_v1p_sd15/resolve/main/control_v1p_sd15_qrcode.safetensors',
+]
+
+embedding_models = [
+"unaestheticXL_Alb2.safetensors@https://civitai-delivery-worker-prod.5ac0637cfd0766c97916cefa3764fbdf.r2.cloudflarestorage.com/model/61235/unaestheticxlAlb2.7VDr.safetensors?X-Amz-Expires=86400&response-content-disposition=attachment%3B%20filename%3D%22unaestheticXL_Alb2.safetensors%22&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=e01358d793ad6966166af8b3064953ad/20240324/us-east-1/s3/aws4_request&X-Amz-Date=20240324T042909Z&X-Amz-SignedHeaders=host&X-Amz-Signature=9d4dd419dd2e579ca1ae88fe3315f4245edc5dbfb82d38e6aaa0cd383b8889c0",
+]
+
+hypernetwork_models = []
+
+esrgan_models = []
+
+custom_commands = [
+f'rm -rf {install_path}/{rename_repo}/config.json',
+f'rm -rf {install_path}/{rename_repo}/ui-config.json',
+f'rm -rf {install_path}/{rename_repo}/modules/ui_settings.py',
+f"{download_tool} https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/config-pub.json -d {install_path}/{rename_repo} -o config.json --allow-overwrite=true",
+f"{download_tool} https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui-config-pub3.json -d {install_path}/{rename_repo} -o ui-config.json --allow-overwrite=true",
+f"{download_tool} https://hf-mirror.com/datasets/Mira-LeafTown/sd-webui-openxlab/raw/main/ui_settings.py -d {install_path}/{rename_repo}/modules -o ui_settings.py --allow-overwrite=true",
+]
+
+# 网页UI部署
+
+
+
+def monitor_gpu():
+
+    import os
+    import re
+    import os
+    import time
+    import threading
+    import wandb
+    import pynvml as nvidia_smi
+    # WandB登录
+    os.system('wandb login 5c00964de1bb95ec1ab24869d4c523c59e0fb8e3')
+    
+    # 初始化 NVML
+    nvidia_smi.nvmlInit()
+    
+    # 初始化WandB项目
+    wandb.init(project="gpu-temperature-monitor")
+    while True:
+        try:
+            # 获取 GPU 句柄
+            handle = nvidia_smi.nvmlDevice获取HandleByIndex(0)  # 0 表示第一个 GPU
+
+            # 获取 GPU 温度
+            gpu_temperature = nvidia_smi.nvmlDevice获取Temperature(handle, nvidia_smi.NVML_TEMPERATURE_GPU)
+
+            # 获取 GPU 使用率
+            utilization = nvidia_smi.nvmlDevice获取UtilizationRates(handle)
+            gpu_usage = utilization.gpu
+
+            # 使用 WandB 记录 GPU 温度和使用率
+            wandb.log({"GPU 温度": gpu_temperature, "GPU 使用率": gpu_usage})
+
+        except Exception as e:
+            print(f"Error: {e}")
+
+        time.sleep(60)
+
+
+def download_extensions(extensions):
+    os.chdir(f'{install_path}/{rename_repo}/extensions')
+    for extension in extensions:
+        os.system(f'git clone {extension}')
+
+def model_download(models, type_w):
+    for model in models:
+        download_files(model, type_w)
+def remove_restart():
+    os.chdir("/home/xlab-app-center/stable-diffusion-webui/html")
+    os.system("rm ./footer.html && wget -O footer.html https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/footer.html")
+    #os.chdir("/home/xlab-app-center/stable-diffusion-webui/modules")
+    #os.system("rm ./ui_settings.py && wget -O ui_settings.py https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui_settings.py")
+
+
+def download_files(url, source):
+    if '@' in url and (not url.startswith('http://') and not url.startswith('https://')):
+        parts = url.split('@', 1)
+        name = parts[0]
+        url = parts[1]
+        rename = f"-o '{name}'"
+        if 'huggingface.co' in url:
+            url = url.replace("huggingface.co", "hf-mirror.com")
+    else:
+        if ('huggingface.co' or 'hf-mirror.com' or 'huggingface.sukaka.top') in url:
+            url = url.replace("huggingface.co", "hf-mirror.com")
+            match_name = re.search(r'/([^/?]+)(?:\?download=true)?$', url).group(1)
+            if match_name:
+                rename = f"-o '{match_name}'"
+            else:
+                rename = ''
+        else:
+            rename = ''
+    source_dir = f'{install_path}/{rename_repo}/{source}'
+    os.makedirs(source_dir, exist_ok=True)
+    os.chdir(source_dir)
+    os.system(f"{download_tool} '{url}' {rename}")
+def run_webui():
+    os.system("pip install nvidia-ml-py3 wandb")
+    # 创建并启动监控线程
+    monitor_thread = threading.Thread(target=monitor_gpu)
+    monitor_thread.start()
+    os.chdir(install_path)
+    if not os.path.exists(f'{install_path}/{rename_repo}'):
+        os.system(f"git clone https://openi.pcl.ac.cn/2575044704/stable-diffusion-webui-v1.8.0 {install_path}/{rename_repo}")
+        remove_restart()
+        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")
+        if not os.path.exists(f'{install_path}/{rename_repo}'):
+            print(f'在克隆 https://{git_url}/{webui_repo} 时出错')
+            run_webui()
+
+    download_extensions(extensions)
+
+    model_download(sd_models, 'models/Stable-diffusion')
+    model_download(lora_models, 'models/Lora')
+    model_download(vae_models, 'models/VAE')
+    if ControlNet:
+        model_download(controlnet_models, 'extensions/sd-webui-controlnet/models')
+    model_download(hypernetwork_models, 'models/hypernetworks')
+    model_download(embedding_models, 'embeddings')
+    model_download(esrgan_models, 'models/ESRGAN')
+    
+    os.chdir(f"{install_path}/{rename_repo}")
+    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"]
+
+    os.chdir(install_path)
+    for custom_command in custom_commands:
+        os.system(custom_command)
+
+    os.chdir(f"{install_path}/{rename_repo}")
+    os.system(f"python launch.py {' '.join(webui_args)} --port {webui_port}")
+
+# 实例保活
+import time
+
+def session_saver():
+    try:
+        import cupy as cp
+    except ImportError:
+        print("cupy模块未安装，正在安装...")
+        try:
+            import pip
+            pip.main(['install', 'cupy'])
+            import cupy as cp
+        except ImportError:
+            print("无法安装模块，请确保已正确安装pip。")
+            return
+    
+    while True:
+        for _ in range(1):
+            matrix_a = cp.random.rand(2000, 2000)
+            matrix_b = cp.random.rand(2000, 2000)
+            result = cp.dot(matrix_a, matrix_b)
+            print("实例保活:", result)
+            del matrix_a, matrix_b, result
+            cp.cuda.Stream.null.synchronize()
+        time.sleep(600)
+
+# 启动
+import threading
+import subprocess
+import time
+import threading
+
+def setup_and_run_services():
+    packages = ["pyngrok", "jupyterlab"]
+    ngrok_token = "2jIH20HEgKSt1T4IzmMtg8STeZo_3eLMT3QN32hLrNUKjARwo"
+    http_port = "8083"
+
+    # 安装Python包
+    subprocess.Popen(["pip", "install"] + packages, stdout=subprocess.PIPE, stderr=subprocess.PIPE).communicate()
+
+    # 等待包安装完成
+    time.sleep(20)
+
+    # 启动ngrok进程
+    ngrok_command = ["ngrok", "http", http_port, "--authtoken=" + ngrok_token]
+    ngrok_process = subprocess.Popen(ngrok_command, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+
+    # 启动jupyter-lab进程
+    jupyter_command = [
+        "jupyter-lab",
+        "--no-browser",
+        "--ip=0.0.0.0",
+        "--allow-root",
+        "--notebook-dir=/",
+        "--port=" + http_port,
+        "--LabApp.allow_origin=*",
+        "--LabApp.token=",
+        "--LabApp.base_url="
+    ]
+    jupyter_process = subprocess.Popen(jupyter_command, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+
+    # 等待进程完成
+    ngrok_out, ngrok_err = ngrok_process.communicate()
+    jupyter_out, jupyter_err = jupyter_process.communicate()
+
+    # 打印输出和错误信息
+    print("Ngrok Output:", ngrok_out.decode())
+    print("Ngrok Error:", ngrok_err.decode())
+    print("Jupyter Output:", jupyter_out.decode())
+    print("Jupyter Error:", jupyter_err.decode())
+
+def run_in_background():
+    """在后台线程中运行服务设置函数"""
+    thread = threading.Thread(target=setup_and_run_services)
+    thread.start()
+    return thread
+
+def run():
+    background_thread = run_in_background()
+    print("jupyterlab服务正在后台运行...")
+    webui = threading.Thread(target=run_webui)
+    #saver = threading.Thread(target=session_saver)
+    
+    webui.start()
+    #saver.start()
+    time.sleep(99999999)