Update launch.py

launch.py

@@ -1,599 +1,379 @@
-# -*- coding: utf-8 -*-
-
-"""“SD_CLSA_webui_colab_ipynb” 修复V2.2.ipynb
-
-Automatically generated by Colaboratory.
-
-Original file is located at
-    https://colab.research.google.com/drive/1Abf779Zvn9KcMsJNH75tekDbb0S83zST
-
-# Colab云端部署
-
-# 使用说明：
-
-*   代码基于https://github.com/{ca}/【将此括号自行更换成"s*****-d********-webui】内容进行了修改调整
-*   由于官方对免费用户限制，修改代码绕开运行警告
-*   Pro用户同样可用
-*   Colab云免费空间为50G,若一些插件或者模型不需要，可以注释或者删除
-*   Colab云断开后所有内容会清空，所以出图后可先保存到google云盘在下载到个人电脑
-*   由BBrother二次修改代码内容以绕过Colab的检测，并增加了选择下载模型的功能
-
-## 使用方法：
-
-首次运行步骤：
-
-1.   新建网页，登录谷歌云盘(https://drive.google.com/)
-点击左上角新建—更多-关联更多应用-搜索Colaboratory，点击进入安装
-2.   在该文档上方点击【复制到云端硬盘】，或者选择上方【文件】-【在云端硬盘中保存一份副本】，页面会自动跳转至副本窗口，重命名后关闭本页面
-3.   在副本页面中，选择上方【代码执行程序】-【更改运行时类型】，免费用户GPU选择【T4】，Pro用户可选【A100】或【V100】，点击保存
-4.   点击右上角【连接】按钮，等待成功连接后会出现绿色对勾
-5.   点击下方【安装环境并运行】运行按钮，等待10分钟左右，出现网址链接，任意点开一个即可进入
-6.   之后就和本地部署一样了
-
-## 部署涵盖的插件列表：
-手动将所有的括号换成指定的内容：
-(s)=s t a b l e
-(d)=d i f f u s i o n
-1.   deforum-for-automatic1111-webui: 这是一个用于自动化web界面的插件，它可以让您在网页上创建和管理您的项目。
-2.   (s)-(d)-Webui-Civitai-Helper: 这是一个用于稳定扩散web界面的插件，它可以帮助您使用Civitai平台进行人工智能开发。
-3.   sd-web-controlnet: 这是一个用于sd-web的插件，它可以让您控制和监控您的网络状态。
-4.   openpose-editor: 这是一个用于编辑人体姿态的插件，它可以让您在web界面上对人体姿态进行修改和优化。
-5.   sd-web-depth-lib: 这是一个用于sd-web的插件，它可以让您使用深度学习库进行图像处理。
-6.   (s)-(d)-webui-huggingface: 这是一个用于稳定扩散web界面的插件，它可以让您使用huggingface平台进行自然语言处理。
-7.   sd-web-additional-networks: 这是一个用于sd-web的插件，它可以让您使用额外的网络模型进行图像处理。
-8.   posex: 这是一个用于生成人体姿态的插件，它可以让您在web界面上创建和编辑人体姿态。
-9.   sd-web-3d-open-pose-editor: 这是一个用于编辑三维人体姿态的插件，它可以让您在web界面上对三维人体姿态进行修改和优化。
-10.   sd-web-t'u'n'n'e'l's: 这是一个用于sd-web的插件，它可以让您使用隧道技术进行网络连接。
-11.   batchlinks-webui: 这是一个用于批量下载链接的插件，它可以让您在web界面上输入和管理链接。
-12.   (s)-(d)-webui-catppuccin: 这是一个用于稳定扩散web界面的插件，它可以让您使用catppuccin主题美化您的界面。
-13.   (s)-(d)-webui-rembg: 这是一个用于稳定扩散web界面的插件，它可以让您使用rembg工具去除图像背景。
-14.   (s)-(d)-webui-two-shot: 这是一个用于稳定扩散web界面的插件，它可以让您使用two-shot技术生成图像。
-15.   sd-web-aspect-ratio-helper: 这是一个用于sd-web的插件，它可以帮助您调整图像的纵横比。
-16.   adetailer: 这是一个用于增强图像细节的插件，它可以让您在web界面上对图像进行放大和清晰化。
-17.   sd-dynamic-thresholding: 这是一个用于sd-web的插件，它可以让您使用动态阈值法进行图像分割。
-18.   sd-dynamic-prompts: 这是一个用于sd-web的插件，它可以让您使用动态提示法生成图像。
-19.   (s)-(d)-webui-wildcards: 这是一个用于稳定扩散web界面的插件，它可以让您使用通配符法生成图像。
-20.   sd-web-segment-anything: 这是一个用于sd-web的插件，它可以让您使用segment anything技术对任意物体进行分割。
-21.   (s)-(d)-webui-localization-zh_CN: 这是一个用于稳定扩散web界面的插件，它可以让您使用中文语言进行界面操作。
-22.   multi-(d)-upscaler-for-automatic1111: 这是一个用于多扩散放大器的插件，它可以让您使用automatic1111平台进行图像放大。
-23.   sd-web-prompt-all-in-one: 这是一个用于sd-web的插件，它可以让您使用一体化提示法生成图像。
-
-# 环境安装及运行
+# this scripts installs necessary requirements and launches main program in .py
+import subprocess
+import os
+import sys
+import importlib.util
+import shlex
+import platform
+import json
+from pathlib import Path
+
+from modules import cmd_args
+from modules.paths_internal import script_path, extensions_dir
+
+#ngrok穿透
+ngrok_use = True
+ngrokTokenFile='/content/drive/MyDrive/Authtoken.txt' # 非必填 存放ngrokToken的文件的路径
+
+def ngrok_start(ngrokTokenFile: str, port: int, address_name: str, should_run: bool):
+    if not should_run:
+        print('Skipping ngrok start')
+        return
+    if Path(ngrokTokenFile).exists():
+        with open(ngrokTokenFile, encoding="utf-8") as nkfile:
+            ngrokToken = nkfile.readline()
+        print('use nrgok')
+        from pyngrok import conf, ngrok
+        conf.get_default().auth_token = ngrokToken
+        conf.get_default().monitor_thread = False
+        ssh_tunnels = ngrok.get_tunnels(conf.get_default())
+        if len(ssh_tunnels) == 0:
+            ssh_tunnel = ngrok.connect(port, bind_tls=True)
+            print(f'{address_name}：' + ssh_tunnel.public_url)
+        else:
+            print(f'{address_name}：' + ssh_tunnels[0].public_url)
+    else:
+        print('skip start ngrok')
+        
+
+commandline_args = os.environ.get('COMMANDLINE_ARGS', "")
+sys.argv += shlex.split(commandline_args)
+
+args, _ = cmd_args.parser.parse_known_args()
+
+python = sys.executable
+git = os.environ.get('GIT', "git")
+index_url = os.environ.get('INDEX_URL', "")
+stored_commit_hash = None
+dir_repos = "repositories"
+
+if 'GRADIO_ANALYTICS_ENABLED' not in os.environ:
+    os.environ['GRADIO_ANALYTICS_ENABLED'] = 'False'
+
+
+def check_python_version():
+    is_windows = platform.system() == "Windows"
+    major = sys.version_info.major
+    minor = sys.version_info.minor
+    micro = sys.version_info.micro
+
+    if is_windows:
+        supported_minors = [10]
+    else:
+        supported_minors = [7, 8, 9, 10, 11]
+
+    if not (major == 3 and minor in supported_minors):
+        import modules.errors
+
+        modules.errors.print_error_explanation(f"""
+INCOMPATIBLE PYTHON VERSION
+
+This program is tested with 3.10.6 Python, but you have {major}.{minor}.{micro}.
+If you encounter an error with "RuntimeError: Couldn't install torch." message,
+or any other error regarding unsuccessful package (library) installation,
+please downgrade (or upgrade) to the latest version of 3.10 Python
+and delete current Python and "venv" folder in startfk's directory.
+
+You can download 3.10 Python from here: https://www.python.org/downloads/release/python-3106/
+
+{"Alternatively, use a binary release of startfk: " if is_windows else ""}
+
+Use --skip-python-version-check to suppress this warning.
+""")
+
+
+def commit_hash():
+    global stored_commit_hash
+
+    if stored_commit_hash is not None:
+        return stored_commit_hash
+
+    try:
+        stored_commit_hash = run(f"{git} rev-parse HEAD").strip()
+    except Exception:
+        stored_commit_hash = "<none>"
+
+    return stored_commit_hash
+
+
+def run(command, desc=None, errdesc=None, custom_env=None, live=False):
+    if desc is not None:
+        print(desc)
+
+    if live:
+        result = subprocess.run(command, shell=True, env=os.environ if custom_env is None else custom_env)
+        if result.returncode != 0:
+            raise RuntimeError(f"""{errdesc or 'Error running command'}.
+Command: {command}
+Error code: {result.returncode}""")
+
+        return ""
+
+    result = subprocess.run(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True, env=os.environ if custom_env is None else custom_env)
+
+    if result.returncode != 0:
+
+        message = f"""{errdesc or 'Error running command'}.
+Command: {command}
+Error code: {result.returncode}
+stdout: {result.stdout.decode(encoding="utf8", errors="ignore") if len(result.stdout)>0 else '<empty>'}
+stderr: {result.stderr.decode(encoding="utf8", errors="ignore") if len(result.stderr)>0 else '<empty>'}
 """
+        raise RuntimeError(message)
 
-import binascii
-import os
-import subprocess
-import wget
-import fileinput
-import requests
-import datetime
-import re
+    return result.stdout.decode(encoding="utf8", errors="ignore")
+
+
+def check_run(command):
+    result = subprocess.run(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True)
+    return result.returncode == 0
+
+
+def is_installed(package):
+    try:
+        spec = importlib.util.find_spec(package)
+    except ModuleNotFoundError:
+        return False
+
+    return spec is not None
+
+
+def repo_dir(name):
+    return os.path.join(script_path, dir_repos, name)
+
+
+def run_python(code, desc=None, errdesc=None):
+    return run(f'"{python}" -c "{code}"', desc, errdesc)
+
+
+def run_pip(command, desc=None, live=False):
+    if args.skip_install:
+        return
+
+    index_url_line = f' --index-url {index_url}' if index_url != '' else ''
+    return run(f'"{python}" -m pip {command} --prefer-binary{index_url_line}', desc=f"Installing {desc}", errdesc=f"Couldn't install {desc}", live=live)
+
+
+def check_run_python(code):
+    return check_run(f'"{python}" -c "{code}"')
+
+
+def git_clone(url, dir, name, commithash=None):
+    # TODO clone into temporary dir and move if successful
+
+    if os.path.exists(dir):
+        if commithash is None:
+            return
+
+        current_hash = run(f'"{git}" -C "{dir}" rev-parse HEAD', None, f"Couldn't determine {name}'s hash: {commithash}").strip()
+        if current_hash == commithash:
+            return
+
+        run(f'"{git}" -C "{dir}" fetch', f"Fetching updates for {name}...", f"Couldn't fetch {name}")
+        run(f'"{git}" -C "{dir}" checkout {commithash}', f"Checking out commit for {name} with hash: {commithash}...", f"Couldn't checkout commit {commithash} for {name}")
+        return
+
+    run(f'"{git}" clone "{url}" "{dir}"', f"Cloning {name} into {dir}...", f"Couldn't clone {name}")
+
+    if commithash is not None:
+        run(f'"{git}" -C "{dir}" checkout {commithash}', None, "Couldn't checkout {name}'s hash: {commithash}")
+
+
+def git_pull_recursive(dir):
+    for subdir, _, _ in os.walk(dir):
+        if os.path.exists(os.path.join(subdir, '.git')):
+            try:
+                output = subprocess.check_output([git, '-C', subdir, 'pull', '--autostash'])
+                print(f"Pulled changes for repository in '{subdir}':\n{output.decode('utf-8').strip()}\n")
+            except subprocess.CalledProcessError as e:
+                print(f"Couldn't perform 'git pull' on repository in '{subdir}':\n{e.output.decode('utf-8').strip()}\n")
+
+
+def version_check(commit):
+    try:
+        import requests
+        commits = requests.get('https://api.github.com/repos/zetclansu/lite-kaggle/branches/main').json()
+        if commit != "<none>" and commits['commit']['sha'] != commit:
+            print("--------------------------------------------------------")
+            print("| You are not up to date with the most recent release. |")
+            print("| Consider running `git pull` to update.               |")
+            print("--------------------------------------------------------")
+        elif commits['commit']['sha'] == commit:
+            print("You are up to date with the most recent release.")
+        else:
+            print("Not a git clone, can't perform version check.")
+    except Exception as e:
+        print("version check failed", e)
+
+
+def run_extension_installer(extension_dir):
+    path_installer = os.path.join(extension_dir, "install.py")
+    if not os.path.isfile(path_installer):
+        return
+
+    try:
+        env = os.environ.copy()
+        env['PYTHONPATH'] = os.path.abspath(".")
+
+        print(run(f'"{python}" "{path_installer}"', errdesc=f"Error running install.py for extension {extension_dir}", custom_env=env))
+    except Exception as e:
+        print(e, file=sys.stderr)
+
+
+def list_extensions(settings_file):
+    settings = {}
+
+    try:
+        if os.path.isfile(settings_file):
+            with open(settings_file, "r", encoding="utf8") as file:
+                settings = json.load(file)
+    except Exception as e:
+        print(e, file=sys.stderr)
+
+    disabled_extensions = set(settings.get('disabled_extensions', []))
+    disable_all_extensions = settings.get('disable_all_extensions', 'none')
+
+    if disable_all_extensions != 'none':
+        return []
+
+    return [x for x in os.listdir(extensions_dir) if x not in disabled_extensions]
+
+
+def run_extensions_installers(settings_file):
+    if not os.path.isdir(extensions_dir):
+        return
+
+    for dirname_extension in list_extensions(settings_file):
+        run_extension_installer(os.path.join(extensions_dir, dirname_extension))
+
+
+def prepare_environment():
+    torch_command = os.environ.get('TORCH_COMMAND', "pip install torch==2.0.0 torchvision==0.15.1 --extra-index-url https://download.pytorch.org/whl/cu118")
+    requirements_file = os.environ.get('REQS_FILE', "requirements_versions.txt")
+    ngrok_start(ngrokTokenFile,7860,'',ngrok_use)
+    xformers_package = os.environ.get('XFORMERS_PACKAGE', 'xformers==0.0.17')
+    gfpgan_package = os.environ.get('GFPGAN_PACKAGE', "git+https://github.com/TencentARC/GFPGAN.git@8d2447a2d918f8eba5a4a01463fd48e45126a379")
+    clip_package = os.environ.get('CLIP_PACKAGE', "git+https://github.com/openai/CLIP.git@d50d76daa670286dd6cacf3bcd80b5e4823fc8e1")
+    openclip_package = os.environ.get('OPENCLIP_PACKAGE', "git+https://github.com/mlfoundations/open_clip.git@bb6e834e9c70d9c27d0dc3ecedeebeaeb1ffad6b")
+
+    stable_diffusion_repo = os.environ.get('STABLE_DIFFUSION_REPO', "https://github.com/Stability-AI/stablediffusion.git")
+    taming_transformers_repo = os.environ.get('TAMING_TRANSFORMERS_REPO', "https://github.com/CompVis/taming-transformers.git")
+    k_diffusion_repo = os.environ.get('K_DIFFUSION_REPO', 'https://github.com/crowsonkb/k-diffusion.git')
+    codeformer_repo = os.environ.get('CODEFORMER_REPO', 'https://github.com/sczhou/CodeFormer.git')
+    blip_repo = os.environ.get('BLIP_REPO', 'https://github.com/salesforce/BLIP.git')
+
+    stable_diffusion_commit_hash = os.environ.get('STABLE_DIFFUSION_COMMIT_HASH', "cf1d67a6fd5ea1aa600c4df58e5b47da45f6bdbf")
+    taming_transformers_commit_hash = os.environ.get('TAMING_TRANSFORMERS_COMMIT_HASH', "24268930bf1dce879235a7fddd0b2355b84d7ea6")
+    k_diffusion_commit_hash = os.environ.get('K_DIFFUSION_COMMIT_HASH', "5b3af030dd83e0297272d861c19477735d0317ec")
+    codeformer_commit_hash = os.environ.get('CODEFORMER_COMMIT_HASH', "c5b4593074ba6214284d6acd5f1719b6c5d739af")
+    blip_commit_hash = os.environ.get('BLIP_COMMIT_HASH', "48211a1594f1321b00f14c9f7a5b4813144b2fb9")
+
+    if not args.skip_python_version_check:
+        check_python_version()
+
+    commit = commit_hash()
+
+    print(f"Python {sys.version}")
+    print(f"Commit hash: {commit}")
+
+    if args.reinstall_torch or not is_installed("torch") or not is_installed("torchvision"):
+        run(f'"{python}" -m {torch_command}', "Installing torch and torchvision", "Couldn't install torch", live=True)
+
+    if not args.skip_torch_cuda_test:
+        run_python("import torch; assert torch.cuda.is_available(), 'Torch is not able to use GPU; add --skip-torch-cuda-test to COMMANDLINE_ARGS variable to disable this check'")
+
+    if not is_installed("gfpgan"):
+        run_pip(f"install {gfpgan_package}", "gfpgan")
+
+    if not is_installed("clip"):
+        run_pip(f"install {clip_package}", "clip")
+
+    if not is_installed("open_clip"):
+        run_pip(f"install {openclip_package}", "open_clip")
+
+    if (not is_installed("xformers") or args.reinstall_xformers) and args.xformers:
+        if platform.system() == "Windows":
+            if platform.python_version().startswith("3.10"):
+                run_pip(f"install -U -I --no-deps {xformers_package}", "xformers", live=True)
+            else:
+                print("Installation of xformers is not supported in this version of Python.")
+                print("You can also check this and build manually: ")
+                if not is_installed("xformers"):
+                    exit(0)
+        elif platform.system() == "Linux":
+            run_pip(f"install {xformers_package}", "xformers")
+
+    if not is_installed("pyngrok") and args.ngrok:
+        run_pip("install pyngrok", "ngrok")
+
+    os.makedirs(os.path.join(script_path, dir_repos), exist_ok=True)
+
+    git_clone(stable_diffusion_repo, repo_dir('stable-diffusion-stability-ai'), "Stable Diffusion", stable_diffusion_commit_hash)
+    git_clone(taming_transformers_repo, repo_dir('taming-transformers'), "Taming Transformers", taming_transformers_commit_hash)
+    git_clone(k_diffusion_repo, repo_dir('k-diffusion'), "K-diffusion", k_diffusion_commit_hash)
+    git_clone(codeformer_repo, repo_dir('CodeFormer'), "CodeFormer", codeformer_commit_hash)
+    git_clone(blip_repo, repo_dir('BLIP'), "BLIP", blip_commit_hash)
+
+    if not is_installed("lpips"):
+        run_pip(f"install -r \"{os.path.join(repo_dir('CodeFormer'), 'requirements.txt')}\"", "requirements for CodeFormer")
+
+    if not os.path.isfile(requirements_file):
+        requirements_file = os.path.join(script_path, requirements_file)
+    run_pip(f"install -r \"{requirements_file}\"", "requirements")
+
+    run_extensions_installers(settings_file=args.ui_settings_file)
+
+    if args.update_check:
+        version_check(commit)
+
+    if args.update_all_extensions:
+        git_pull_recursive(extensions_dir)
+    
+    if "--exit" in sys.argv:
+        print("Exiting because of --exit argument")
+        exit(0)
+
+    if args.tests and not args.no_tests:
+        exitcode = tests(args.tests)
+        exit(exitcode)
+
+
+def tests(test_dir):
+    if "--api" not in sys.argv:
+        sys.argv.append("--api")
+    if "--ckpt" not in sys.argv:
+        sys.argv.append("--ckpt")
+        sys.argv.append(os.path.join(script_path, "test/test_files/empty.pt"))
+    if "--skip-torch-cuda-test" not in sys.argv:
+        sys.argv.append("--skip-torch-cuda-test")
+    if "--disable-nan-check" not in sys.argv:
+        sys.argv.append("--disable-nan-check")
+    if "--no-tests" not in sys.argv:
+        sys.argv.append("--no-tests")
+
+    print(f"Launching startfk in another process for testing with arguments: {' '.join(sys.argv[1:])}")
+
+    os.environ['COMMANDLINE_ARGS'] = ""
+    with open(os.path.join(script_path, 'test/stdout.txt'), "w", encoding="utf8") as stdout, open(os.path.join(script_path, 'test/stderr.txt'), "w", encoding="utf8") as stderr:
+        proc = subprocess.Popen([sys.executable, *sys.argv], stdout=stdout, stderr=stderr)
+
+    import test.server_poll
+    exitcode = test.server_poll.run_tests(proc, test_dir)
+
+    print(f"Stopping startfk process with id {proc.pid}")
+    proc.kill()
+    return exitcode
+
+
+def startfk():
+    print(f"Launching {'API server' if '--nostartfk' in sys.argv else 'startfk'} with arguments: {' '.join(sys.argv[1:])}")
+    import startfk
+    if '--nostartfk' in sys.argv:
+        startfk.api_only()
+    else:
+        startfk.startfk()
 
-# 初始化变量
-a = ""
-b = ""
-c = ""
-d = ""
-D = ""
-w = ""
-st = ""
-ca = ""
-t = ""
-CS_download1 = CS_download2 = CS_download3 = CS_download4 = CS_download5 = CS_download6 = CS_download7 = CS_download8 = CS_download9 = CS_download10 = CS_download11 = CS_download12 = CS_download13 = False
-
-CS_url1 = CS_url2 = CS_url3 = CS_url4 = CS_url5 = CS_url6 = CS_url7 = CS_url8 = CS_url9 = CS_url10 = CS_url11 = CS_url12 = CS_url13 = ""
-
-CS_filename1 = CS_filename2 = CS_filename3 = CS_filename4 = CS_filename5 = CS_filename6 = CS_filename7 = CS_filename8 = CS_filename9 = CS_filename10 = CS_filename11 = CS_filename12 = CS_filename13 = ""
-
-Lora_download1 = Lora_download2 = Lora_download3 = Lora_download4 = Lora_download5 = Lora_download6 = False
-
-Lora_url1 = Lora_url2 = Lora_url3 = Lora_url4 = Lora_url5 = Lora_url6 = ""
-
-Lora_filename1 = Lora_filename2 = Lora_filename3 = Lora_filename4 = Lora_filename5 = Lora_filename6 = ""
-
-VAE_download1 = VAE_download2 = VAE_download3 = VAE_download4 = VAE_download5 = VAE_download6 = VAE_download7 = VAE_download8 = VAE_download9 = VAE_download10 = VAE_download11 = VAE_download12 = VAE_download13 = False
-
-VAE_url1 = VAE_url2 = VAE_url3 = VAE_url4 = VAE_url5 = VAE_url6 = VAE_url7 = VAE_url8 = VAE_url9 = VAE_url10 = VAE_url11 = VAE_url12 = VAE_url13 = ""
-
-VAE_filename1 = VAE_filename2 = VAE_filename3 = VAE_filename4 = VAE_filename5 = VAE_filename6 = VAE_filename7 = VAE_filename8 = VAE_filename9 = VAE_filename10 = VAE_filename11 = VAE_filename12 = VAE_filename13 = ""
-
-embeddings_download1 = embeddings_download2 = embeddings_download3 = embeddings_download4 = embeddings_download5 = False
-
-embeddings_url1 = embeddings_url2 = embeddings_url3 = embeddings_url4 = embeddings_url5 = ""
-
-embeddings_filename1 = embeddings_filename2 = embeddings_filename3 = embeddings_filename4 = embeddings_filename5 = ""
-
-# 打开并执行txt文件
-with open('BianLiang.txt', 'r') as file:
-    code = file.read()
-
-# 去除每行开头和结尾的空格、空行等
-cleaned_code = '\n'.join(line.strip() for line in code.splitlines() if line.strip())
-
-# 执行干净的代码
-exec(cleaned_code)
-
-
-# 安装插件
-print ("开始安装插件...")
-
-# 使用subprocess运行git clone命令
-def run_git_clone(repo_url, destination):
-    subprocess.run(["git", "clone", repo_url, destination])
-
-extensions_path = "/content/drive/MyDrive//lite_colab/extensions"
-
-extensions_to_clone = [
-    (f"https://github.com/deforum-art/deforum-for-automatic1111-{w}", f"{extensions_path}/deforum-for-automatic1111-{w}"),
-    (f"https://github.com/deforum-art/sd-{w}-deforum", f"{extensions_path}/sd-{w}-deforum"),
-    (f"https://github.com/butaixianran/Stable-Diffusion-Webui-Civitai-Helper", f"{extensions_path}/Stable-Diffusion-Webui-Civitai-Helper"),
-    (f"https://github.com/Mikubill/{c}-{w}-controlnet", f"{extensions_path}/{c}-{w}-controlnet"),
-    (f"https://github.com/fkunn1326/openpose-editor", f"{extensions_path}/openpose-editor"),
-    (f"https://github.com/{ca}/{a}-{d}-{w}-huggingface", f"{extensions_path}/{a}-{d}-{w}-huggingface"),
-    (f"https://github.com/kohya-ss/{c}-{w}-additional-networks", f"{extensions_path}/{c}-{w}-additional-networks"),
-    (f"https://github.com/hnmr293/posex", f"{extensions_path}/posex"),
-    (f"https://github.com/nonnonstop/{c}-{w}-3d-open-pose-editor", f"{extensions_path}/{c}-{w}-3d-open-pose-editor"),
-    (f"https://github.com/{ca}/{c}-{w}-tunnels", f"{extensions_path}/{c}-{w}-tunnels"),
-    (f"https://github.com/etherealxx/batchlinks-{w}", f"{extensions_path}/batchlinks-{w}"),
-    (f"https://github.com/catppuccin/{a}-{d}-{w}", f"{extensions_path}/{a}-{d}-{w}-catppuccin"),
-    (f"https://github.com/AUTOMATIC1111/{a}-{d}-{w}-rembg", f"{extensions_path}/{a}-{d}-{w}-rembg"),
-    (f"https://github.com/ashen-sensored/{a}-{d}-{w}-two-shot.git", f"{extensions_path}/{a}-{d}-{w}-two-shot"),
-    (f"https://github.com/thomasasfk/{c}-{w}-aspect-ratio-helper", f"{extensions_path}/{c}-{w}-aspect-ratio-helper"),
-    (f"https://github.com/Bing-su/adetailer", f"{extensions_path}/adetailer"),
-    (f"https://github.com/mcmonkeyprojects/sd-dynamic-thresholding", f"{extensions_path}/{c}-dynamic-thresholding"),
-    (f"https://github.com/adieyal/{c}-dynamic-prompts", f"{extensions_path}/{c}-dynamic-prompts"),
-    (f"https://github.com/AUTOMATIC1111/{a}-{d}-{w}-wildcards", f"{extensions_path}/{a}-{d}-{w}-wildcards"),
-    (f"https://github.com/continue-revolution/{c}-{w}-segment-anything", f"{extensions_path}/{c}-{w}-segment-anything"),
-    (f"https://github.com/pkuliyi2015/multi{d}-upscaler-for-automatic1111.git", f"{extensions_path}/multi{d}-upscaler-for-automatic1111"),
-    (f"https://github.com/Physton/{c}-{w}-prompt-all-in-one", f"{extensions_path}/{c}-{w}-prompt-all-in-one"),
-    (f"https://github.com/journey-ad/{c}-{w}-bilingual-localization", f"{extensions_path}/{c}-{w}-bilingual-localization"),
-    (f"https://github.com/Bobo-1125/{c}-{w}-oldsix-prompt-dynamic", f"{extensions_path}/{c}-{w}-oldsix-prompt-dynamic"),
-    (f"https://github.com/dtlnor/{st}-localization-zh_CN", f"{extensions_path}{st}-localization-zh_CN-main"),
-]
-
-for repo_url, destination in extensions_to_clone:
-    run_git_clone(repo_url, destination)
-
-
-# 定义一个函数来运行wget命令
-def run_wget(url, output_path):
-    wget_command = ["wget", url, "-O", output_path]
-    subprocess.run(wget_command, check=True)
-
-# 定义一个函数来创建文件夹（如果不存在的话）
-def create_directory(directory):
-    mkdir_command = ["mkdir", "-p", directory]
-    subprocess.run(mkdir_command, check=True)
-
-
-# 安装可选模块
-print ("安装可选模块...")
-
-# 其它基本配置
-CONTROLNET_ = True
-T2I_ = True
-
-# CN
-if CONTROLNET_:
-    os.makedirs('/content/drive/MyDrive/lite_colab/extensions/control/models', exist_ok=True)
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11e_sd15_ip2p_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11e_sd15_shuffle_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_canny_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11f1p_sd15_depth_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_inpaint_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_lineart_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_mlsd_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_normalbae_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_openpose_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_scribble_fp16.safetensors')
-    #wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_seg_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_softedge_fp16.safetensors')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15s2_lineart_anime_fp16.safetensors')
-    #wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_tile_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11e_sd15_tile_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_ip2p_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11e_sd15_ip2p_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_shuffle_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11e_sd15_shuffle_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_canny_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_canny_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1p_sd15_depth_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11f1p_sd15_depth_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_inpaint_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_inpaint_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_lineart_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_lineart_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_mlsd_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_mlsd_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_normalbae_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_normalbae_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_openpose_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_openpose_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_scribble_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_scribble_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_seg_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_seg_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_softedge_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15_softedge_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15s2_lineart_anime_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models/control_v11p_sd15s2_lineart_anime_fp16.yaml')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1e_sd15_tile_fp16.yaml', '/content/drive/MyDrive/lite_colab/extensions/control/models')
-
-# T2I
-if T2I_:
-    os.makedirs('/content/drive/MyDrive/lite_colab/extensions/control/models', exist_ok=True)
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_style_sd14v1.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_style_sd14v1.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_sketch_sd14v1.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_sketch_sd14v1.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_seg_sd14v1.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_seg_sd14v1.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_openpose_sd14v1.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_openpose_sd14v1.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_keypose_sd14v1.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_keypose_sd14v1.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_depth_sd14v1.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_depth_sd14v1.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_color_sd14v1.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_color_sd14v1.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_canny_sd14v1.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_canny_sd14v1.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_canny_sd15v2.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_canny_sd15v2.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_depth_sd15v2.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_depth_sd15v2.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_sketch_sd15v2.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_sketch_sd15v2.pth')
-    wget.download('https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/t2iadapter_zoedepth_sd15v1.pth', '/content/drive/MyDrive/lite_colab/extensions/control/models/t2iadapter_zoedepth_sd15v1.pth')
-
-
-
-
-"""# 模型下载"""
-
-print ("开始下载Checkpoints/safetensors等大模型")
-# Checkpoints/safetensors等大模型下载
-# 下载任务1
-CS_destination_folder1 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target1 = f"{CS_destination_folder1}/{CS_filename1}"
-
-if CS_download1:
-    os.makedirs(CS_destination_folder1, exist_ok=True)
-    response = requests.get(CS_url1)
-    with open(CS_target1, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务2
-CS_destination_folder2 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target2 = f"{CS_destination_folder2}/{CS_filename2}"
-
-if CS_download2:
-    os.makedirs(CS_destination_folder2, exist_ok=True)
-    response = requests.get(CS_url2)
-    with open(CS_target2, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务3
-CS_destination_folder3 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target3 = f"{CS_destination_folder3}/{CS_filename3}"
-
-if CS_download3:
-    os.makedirs(CS_destination_folder3, exist_ok=True)
-    response = requests.get(CS_url3)
-    with open(CS_target3, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务4
-CS_destination_folder4 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target4 = f"{CS_destination_folder4}/{CS_filename4}"
-
-if CS_download4:
-    os.makedirs(CS_destination_folder4, exist_ok=True)
-    response = requests.get(CS_url4)
-    with open(CS_target4, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务5
-CS_destination_folder5 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target5 = f"{CS_destination_folder5}/{CS_filename5}"
-
-if CS_download5:
-    os.makedirs(CS_destination_folder5, exist_ok=True)
-    response = requests.get(CS_url5)
-    with open(CS_target5, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务6
-CS_destination_folder6 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target6 = f"{CS_destination_folder6}/{CS_filename6}"
-
-if CS_download6:
-    os.makedirs(CS_destination_folder6, exist_ok=True)
-    response = requests.get(CS_url6)
-    with open(CS_target6, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务7
-CS_destination_folder7 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target7 = f"{CS_destination_folder7}/{CS_filename7}"
-
-if CS_download7:
-    os.makedirs(CS_destination_folder7, exist_ok=True)
-    response = requests.get(CS_url7)
-    with open(CS_target7, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务8
-CS_destination_folder8 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target8 = f"{CS_destination_folder8}/{CS_filename8}"
-
-if CS_download8:
-    os.makedirs(CS_destination_folder8, exist_ok=True)
-    response = requests.get(CS_url8)
-    with open(CS_target8, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务9
-CS_destination_folder9 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target9 = f"{CS_destination_folder9}/{CS_filename9}"
-
-if CS_download9:
-    os.makedirs(CS_destination_folder9, exist_ok=True)
-    response = requests.get(CS_url9)
-    with open(CS_target9, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务10
-CS_destination_folder10 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target10 = f"{CS_destination_folder10}/{CS_filename10}"
-
-if CS_download10:
-    os.makedirs(CS_destination_folder10, exist_ok=True)
-    response = requests.get(CS_url10)
-    with open(CS_target10, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务11
-CS_destination_folder11 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target11 = f"{CS_destination_folder11}/{CS_filename11}"
-
-if CS_download11:
-    os.makedirs(CS_destination_folder11, exist_ok=True)
-    response = requests.get(CS_url11)
-    with open(CS_target11, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务12
-CS_destination_folder12 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target12 = f"{CS_destination_folder12}/{CS_filename12}"
-
-if CS_download12:
-    os.makedirs(CS_destination_folder12, exist_ok=True)
-    response = requests.get(CS_url12)
-    with open(CS_target12, 'wb') as f:
-        f.write(response.content)
-
-# 下载任务13
-CS_destination_folder13 = f"/content/drive/MyDrive/lite_colab/models/Stable-diffusion"
-CS_target13 = f"{CS_destination_folder13}/{CS_filename13}"
-
-if CS_download13:
-    os.makedirs(CS_destination_folder13, exist_ok=True)
-    response = requests.get(CS_url13)
-    with open(CS_target13, 'wb') as f:
-        f.write(response.content)
-
-
-#Lora模型下载
-
-print("开始下载Lora模型")
-# Lora任务1
-Lora_destination_folder1 = "/content/drive/MyDrive/lite_colab/models/Lora"
-Lora_target1 = os.path.join(Lora_destination_folder1, Lora_filename1)
-
-if Lora_download1:
-    response = requests.get(Lora_url1)
-    if response.status_code == 200:
-        with open(Lora_target1, 'wb') as f:
-            f.write(response.content)
-
-# Lora任务2
-Lora_destination_folder2 = "/content/drive/MyDrive/lite_colab/models/Lora"
-Lora_target2 = os.path.join(Lora_destination_folder2, Lora_filename2)
-
-if Lora_download2:
-    response = requests.get(Lora_url2)
-    if response.status_code == 200:
-        with open(Lora_target2, 'wb') as f:
-            f.write(response.content)
-
-# Lora任务3
-Lora_destination_folder3 = "/content/drive/MyDrive/lite_colab/models/Lora"
-Lora_target3 = os.path.join(Lora_destination_folder3, Lora_filename3)
-
-if Lora_download3:
-    response = requests.get(Lora_url3)
-    if response.status_code == 200:
-        with open(Lora_target3, 'wb') as f:
-            f.write(response.content)
-
-# Lora任务4
-Lora_destination_folder4 = Lora_destination_folder3
-Lora_target4 = os.path.join(Lora_destination_folder4, Lora_filename4)
-
-if Lora_download4:
-    response = requests.get(Lora_url4)
-    if response.status_code == 200:
-        with open(Lora_target4, 'wb') as f:
-            f.write(response.content)
-
-# Lora任务5
-Lora_destination_folder5 = Lora_destination_folder3
-Lora_target5 = os.path.join(Lora_destination_folder5, Lora_filename5)
-
-if Lora_download5:
-    response = requests.get(Lora_url5)
-    if response.status_code == 200:
-        with open(Lora_target5, 'wb') as f:
-            f.write(response.content)
-
-# Lora任务6
-Lora_destination_folder6 = Lora_destination_folder3
-Lora_target6 = os.path.join(Lora_destination_folder6, Lora_filename6)
-
-if Lora_download6:
-    response = requests.get(Lora_url6)
-    if response.status_code == 200:
-        with open(Lora_target6, 'wb') as f:
-            f.write(response.content)
-
-
-# VAE下载
-
-print ("开始下载VAE模型")
-# VAE任务1
-VAE_destination_folder1 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target1 = f"{VAE_destination_folder1}/{VAE_filename1}"
-
-if VAE_download1:
-    response = requests.get(VAE_url1)
-    with open(VAE_target1, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务2
-VAE_destination_folder2 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target2 = f"{VAE_destination_folder2}/{VAE_filename2}"
-
-if VAE_download2:
-    response = requests.get(VAE_url2)
-    with open(VAE_target2, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务3
-VAE_destination_folder3 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target3 = f"{VAE_destination_folder3}/{VAE_filename3}"
-
-if VAE_download3:
-    response = requests.get(VAE_url3)
-    with open(VAE_target3, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务4
-VAE_destination_folder4 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target4 = f"{VAE_destination_folder4}/{VAE_filename4}"
-
-if VAE_download4:
-    response = requests.get(VAE_url4)
-    with open(VAE_target4, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务5
-VAE_destination_folder5 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target5 = f"{VAE_destination_folder5}/{VAE_filename5}"
-
-if VAE_download5:
-    response = requests.get(VAE_url5)
-    with open(VAE_target5, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务6
-VAE_destination_folder6 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target6 = f"{VAE_destination_folder6}/{VAE_filename6}"
-
-if VAE_download6:
-    response = requests.get(VAE_url6)
-    with open(VAE_target6, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务7
-VAE_destination_folder7 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target7 = f"{VAE_destination_folder7}/{VAE_filename7}"
-
-if VAE_download7:
-    response = requests.get(VAE_url7)
-    with open(VAE_target7, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务8
-VAE_destination_folder8 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target8 = f"{VAE_destination_folder8}/{VAE_filename8}"
-
-if VAE_download8:
-    response = requests.get(VAE_url8)
-    with open(VAE_target8, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务9
-VAE_destination_folder9 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target9 = f"{VAE_destination_folder9}/{VAE_filename9}"
-
-if VAE_download9:
-    response = requests.get(VAE_url9)
-    with open(VAE_target9, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务10
-VAE_destination_folder10 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target10 = f"{VAE_destination_folder10}/{VAE_filename10}"
-
-if VAE_download10:
-    response = requests.get(VAE_url10)
-    with open(VAE_target10, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务11
-VAE_destination_folder11 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target11 = f"{VAE_destination_folder11}/{VAE_filename11}"
-
-if VAE_download11:
-    response = requests.get(VAE_url11)
-    with open(VAE_target11, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务12
-VAE_destination_folder12 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target12 = f"{VAE_destination_folder12}/{VAE_filename12}"
-
-if VAE_download12:
-    response = requests.get(VAE_url12)
-    with open(VAE_target12, 'wb') as file:
-        file.write(response.content)
-
-# VAE任务13
-VAE_destination_folder13 = "/content/drive/MyDrive/lite_colab/models/VAE"
-VAE_target13 = f"{VAE_destination_folder13}/{VAE_filename13}"
-
-if VAE_download13:
-    response = requests.get(VAE_url13)
-    with open(VAE_target13, 'wb') as file:
-        file.write(response.content)
-
-
-# embeddings模型下载
-
-print ("开始下载embeddings模型")
-# 下载任务1
-embeddings_destination_folder1 = "/content/drive/MyDrive/lite_colab/embeddings" 
-embeddings_target1 = f'{embeddings_destination_folder1}/{embeddings_filename1}'
-
-if embeddings_download1:
-    os.makedirs(embeddings_destination_folder1, exist_ok=True)
-    response = requests.get(embeddings_url1)
-    with open(embeddings_target1, 'wb') as file:
-        file.write(response.content)
-
-# 下载任务2
-embeddings_destination_folder2 = "/content/drive/MyDrive/lite_colab/embeddings" 
-embeddings_target2 = f'{embeddings_destination_folder2}/{embeddings_filename2}'
-
-if embeddings_download2:
-    os.makedirs(embeddings_destination_folder2, exist_ok=True)
-    response = requests.get(embeddings_url2)
-    with open(embeddings_target2, 'wb') as file:
-        file.write(response.content)
-
-# 下载任务3
-embeddings_destination_folder3 = "/content/drive/MyDrive/lite_colab/embeddings" 
-embeddings_target3 = f'{embeddings_destination_folder3}/{embeddings_filename3}'
-
-if embeddings_download3:
-    os.makedirs(embeddings_destination_folder3, exist_ok=True)
-    response = requests.get(embeddings_url3)
-    with open(embeddings_target3, 'wb') as file:
-        file.write(response.content)
-
-# 下载任务4
-embeddings_destination_folder4 = "/content/drive/MyDrive/lite_colab/embeddings" 
-embeddings_target4 = f'{embeddings_destination_folder4}/{embeddings_filename4}'
-
-if embeddings_download4:
-    os.makedirs(embeddings_destination_folder4, exist_ok=True)
-    response = requests.get(embeddings_url4)
-    with open(embeddings_target4, 'wb') as file:
-        file.write(response.content)
-
-# 下载任务5
-embeddings_destination_folder5 = "/content/drive/MyDrive/lite_colab/embeddings" 
-embeddings_target5 = f'{embeddings_destination_folder5}/{embeddings_filename5}'
-
-if embeddings_download5:
-    os.makedirs(embeddings_destination_folder5, exist_ok=True)
-    response = requests.get(embeddings_url5)
-    with open(embeddings_target5, 'wb') as file:
-        file.write(response.content)
+
+if __name__ == "__main__":
+    prepare_environment()
+    startfk()