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{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.7.12","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"## NovelAi stable-diffusion-webui+api 修复版(Kaggle云端部署项目,完全免费,无需任何配置!)\n**torch: 1.13.1+cu117  •  xformers: 0.0.16rc425**\n","metadata":{}},{"cell_type":"markdown","source":"<a href=\"https://sm.ms/image/fnCzAYw1FksqZEW\" target=\"_blank\"><img src=\"https://s2.loli.net/2023/02/06/fnCzAYw1FksqZEW.png\" /></a>\nKaggle在线部署NovelAi(Webui)的生成演示效果,与本地部署效果几乎一致。模型:AbyssOrange_mix2_nsfw","metadata":{}},{"cell_type":"markdown","source":"<div class=\"alert alert-block alert-info\" style=\"font-size:14px; font-family:verdana;\">\n    📌 2023年3月5日更新:现在支持通过下载链接上传模型了,省去了下载模型后再上传后的麻烦.()\n</div>","metadata":{}},{"cell_type":"markdown","source":"# 注意事项/WARNING:\n\n- ### 此项目为yiyiooo作者所写的,本人修改了一些内容,使用的是旧版的启动方式,新版无法启动,原因未知\n- ### 此项目为修复版内容,目前部分功能不可用,例如maple的tag选择器扩展\n- ### 将设置中的PERSISTENCE改为Files Only方便下次打开提高启动速度,第一次启动后下载Python环境包就不用下载第二次了\n\n# **DO NOT GENGRATE <span style=\"color:crimson;\">NSFW</span> IMAGE**\n# <span style=\"color:crimson;\">**请勿生成违规图片!**</span>","metadata":{}},{"cell_type":"markdown","source":"<center style=\"font-family:cursive; font-size:18px; color:#159364;\">以下是代码区域</center>","metadata":{}},{"cell_type":"markdown","source":"---\n# **第一个代码单元格:**\n ### 重要区域,换模型,装扩展都在此处,可以根据自己需求改","metadata":{}},{"cell_type":"code","source":"\n#第一个代码单元格,可以根据自己的需求进行更改\n\n#通过下载链接下载模型,支持C站和Huggingface上面的模型,不能带空格\nmodelurl = 'https://huggingface.co/ckpt/anything-v4.5-vae-swapped/resolve/main/anything-v4.5-vae-swapped.safetensors'\nname = 'Anything-V4.5.safetensors'#你所下载模型的名称,必填,不能带空格,记得带上模型的后缀(safetensors/ckpt)\n\nuseNgrok=False # 非必填 是否使用ngrok作为公网访问地址\nngrokTokenFile='/kaggle/input/configs/ngrok_token.txt' # 非必填 存放ngrokToken的文件的路径\nuseFrpc=True\nfrpcConfigFile='/kaggle/input/frpcfile/frpc_7860.ini'    # 非必填 frp 配置文件\ndisableShared=False # 关闭默认的gradio.live穿透,如果没有配置ngrok或frp不要开启这个选项\n\n# 模型目录 \n# Stable Diffusion模型请放在这里(不用填模型的文件名,只填模型的目录即可)\nmodelDirs = []\n# 启动时默认加载的模型名称 可填全路径或者模型名称,名称建议带上文件名后缀\n# 如果你想加载7G以上的大模型,请填这个来加载,直接在Webui里切换模型容易爆内存\nusedCkpt = ''\n# Hypernetworks超网络模型路径请放在这里:\nhypernetworksModelDirs = []\n# embeddings(pt文件)请放在这里:\nembeddingsModelDirs = [] \n# Lora模型的数据集路径请写在这里:\nloraModelDirs = [] \n# 此配置内的目录下所有文件将加载到wildcards文件夹\nwildcardsFileDirs = [] \n\n# ControlNet模型请放在这里:\nControlnet = []\n\n# 将Lora模型放在可选附加网络扩展(占用内存高,拖慢启动速度。请注意!!)\nAdditionalNetworks = []\n\n# 插件列表: git仓库地址\n# 开启公网访问后将不能在webui界面安装插件,如果有需要安装的插件,把地址加入到下面\n# 不需要的插件在前面加 # ,插件地址之间需要用英语逗号隔开\nextensions = [\n    # krita 绘图软件插件\n    #'https://github.com/Interpause/auto-sd-paint-ext',\n    # 汉化 对新功能没有完全覆盖\n    'https://github.com/2575044704/stable-diffusion-webui-localization-zh_CN', \n    # 图片浏览器 不安装不能在webui界面查看图片\n    #'https://github.com/yfszzx/stable-diffusion-webui-images-browser', \n    # 自动tag补全插件 tag翻译文件在webui_settings这个配置里\n    'https://github.com/DominikDoom/a1111-sd-webui-tagcomplete', \n    # 此插件会过滤重复标签和空标签、会将中文的逗号和括号替换成英文的逗号或括号,可能影响tag权重\n    'https://github.com/viyiviyi/filter-empty-prompts.git', \n    # 可以使用__加文件名的方式从文件中随机读取一行加入到tag\n    #'https://github.com/AUTOMATIC1111/stable-diffusion-webui-wildcards', \n    # 提示词变迁插件 没用过 -_-\n    'https://github.com/Kahsolt/stable-diffusion-webui-prompt-travel.git' ,\n    #美术风格\n    'https://github.com/AUTOMATIC1111/stable-diffusion-webui-aesthetic-gradients.git',\n    # Lora的扩展(占内存,慎用)\n    #'https://github.com/kohya-ss/sd-webui-additional-networks',\n    # ControlNet\n    'https://github.com/Mikubill/sd-webui-controlnet',\n    # OpenPose\n    'https://github.com/fkunn1326/openpose-editor'\n]\n\n# webui的配置文件 因为有比较多的人在用了,而个人喜好又不一样,所以这里可以使用自己的配置文件\n# 需要使用git仓库 需要将对应的文件放在仓库的 dist目录下,dist目录下的全部文件都会被复制到webui的根目录\nwebui_settings = 'https://github.com/2575044704/sd-configs2.git'\n# 设置文件路径  默认使用 webui_settings 里面的config.json 和 ui-config.json文件\nsetting_file = '/kaggle/input/configs/config.json'\nui_config_file = '/kaggle/input/configs/ui-config.json'\notherArgs = '' # '--api-auth=2333:6666 --gradio-auth=2333:6666' # 其他需要加载的webui启动参数\n#VAE相关,一般不用改,这个vae色彩度很高\nzheshiVAEwenjian = 'https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt'\naddress = 'orangemix.vae.pt'\n# koishi相关\nuseKoishi = True # 是否开启Koishi机器人\nkoishiPort = 5140 # 使用7860将会占用webui的默认端口\n# 如果这个配置文件与上面的配置文件相同,可能会出问题\nkoishiFrpcConfig = '/kaggle/input/frpcfile/frpc_5140.ini'\n# 可以将输出目录的文件下载后上传到数据集,下次启动就不用再配置一次\nkoishiPath = '/kaggle/input/koishirepair/kaggle/koishi'\n#机器人登不上的时候可以用这个转移account文件\naccount = '/kaggle/input/2302594520'","metadata":{"execution":{"iopub.status.busy":"2023-03-08T05:43:40.000047Z","iopub.execute_input":"2023-03-08T05:43:40.000591Z","iopub.status.idle":"2023-03-08T05:43:40.041072Z","shell.execute_reply.started":"2023-03-08T05:43:40.000535Z","shell.execute_reply":"2023-03-08T05:43:40.039962Z"},"trusted":true},"execution_count":1,"outputs":[]},{"cell_type":"markdown","source":"---\n# **第二个代码单元格:**\n ### 不常用设置,一般不用改","metadata":{}},{"cell_type":"code","source":"#第二个代码单元格,此处的设置一般不用动\n\n# 手机端界面优化 使用了修改过界面布局顺序的webui,不定期同步到官方版本\nmobileOptimize=False\n# 安装目录 如果安装目录在输出目录(/kaggle/working)下,建议不要开启 Save Version 功能,因为每次结束运行都需要等待上传全部文件\ninstall_path=\"/kaggle\" \n# 输出目录 默认将 图片输出目录和图片收藏目录连接到此目录下 可以在下方 【配置文件链接】 处开启链接其他文件夹(完全没有必要)\noutput_path=\"/kaggle/working\"\n\n# 配置启动参数\nquickStart=True # 快速启动 使用下载好的python环境 开启后启动到可用需要4分钟,不开启需要8分钟\nvaeHalf=False # vae开启半精度,关闭效果更好,对速度没啥影响\nmodelHalf=True # 模型开启半精度,关闭效果更好,但生成速度减半\nconsoleProgressbars=False # 控制台显示进度条,关闭可以减少一些输出内容,查看日志时更快一点\nconsolePrompts=False # 同上 \nenableLoadByCopy=False # 是否使用copy的方式加载文件 启动变慢,且测试后没有提高模型切换速度\n\n# 配置文件链接\nlinkHypernetworksDir=False # 链接 hypernetworks 目录到输出目录 如果需要训练 hypernetworks 时建议开启\nlinkEmbeddingsDir=False # 链接 embeddings 目录到输出目录 如果需要训练 embeddings 时建议开启\nlinkTextual_inversionDir=False # 链接 textual_inversion 目录到输出目录 如果需要保存训练过程的产出文件时建议开启\n\n# 这下面的是用于初始化一些值或者环境变量的,轻易别改\nfrom pathlib import Path\nimport os\nimport time\nimport re\nif not Path(frpcConfigFile).exists(): useFrpc = False\nos.environ['install_path'] = install_path\nos.environ['output_path'] = output_path\nos.environ['webui_settings'] = webui_settings\nos.environ['frpcConfig'] = frpcConfigFile\n\nngrokToken=''\nif Path(ngrokTokenFile).exists():\n    with open(ngrokTokenFile,encoding = \"utf-8\") as nkfile:\n        ngrokToken = nkfile.readline()","metadata":{"execution":{"iopub.status.busy":"2023-03-08T05:43:40.043545Z","iopub.execute_input":"2023-03-08T05:43:40.044010Z","iopub.status.idle":"2023-03-08T05:43:40.058802Z","shell.execute_reply.started":"2023-03-08T05:43:40.043967Z","shell.execute_reply":"2023-03-08T05:43:40.057628Z"},"trusted":true},"execution_count":2,"outputs":[]},{"cell_type":"code","source":"# 重置变量 用于修改参数后重新安装\nreLoad = True\n# 如果需要重新安装,请注释这一行\nreLoad = False","metadata":{"execution":{"iopub.status.busy":"2023-03-08T05:43:40.060411Z","iopub.execute_input":"2023-03-08T05:43:40.061171Z","iopub.status.idle":"2023-03-08T05:43:40.068755Z","shell.execute_reply.started":"2023-03-08T05:43:40.061129Z","shell.execute_reply":"2023-03-08T05:43:40.067232Z"},"trusted":true},"execution_count":3,"outputs":[]},{"cell_type":"markdown","source":"---\n# **第三个代码单元格:**\n ### Koishi机器人项目(已修复!能用了!)","metadata":{}},{"cell_type":"code","source":"# Koishi https://koishi.chat/\ndef installKoishi():\n    !echo '安装koishi和相关依赖'\n    %cd $install_path\n    !mkdir -p koishi\n    %cd koishi\n    !apt-get update\n    !apt-get install chromium-browser -y\n    if Path(koishiPath).exists():\n        os.system('cp -rf -n '+koishiPath+'/* ./')\n        !cp -rf {account} /kaggle/koishi/accounts\n    else:\n        !npm init -y\n        !npm i koishi -D\n        !npx koishi init\n        !npm i @koishijs/plugin-logger @koishijs/plugin-market @koishijs/plugin-console -D\n        !npm i @koishijs/plugin-auth @koishijs/plugin-status @koishijs/plugin-insight -D\n    !npm i\ndef startKoishi():\n    %cd $install_path/koishi\n    if Path('koishi.config.yml').exists():\n        !pm2 del koishi\n        !pm2 start npx -n koishi -- koishi start koishi.config.yml\n        return\n    content = f'''\n# 全局设置\nhost: localhost\n# 端口\nport: {koishiPort}\n# 插件列表\nplugins:\n  # group 表示这是一个插件组\n  group:console:\n    # 波浪线前缀表示一个不启用的插件\n    auth: \n    console:\n    logger:\n    status:\n    insight:\n    market:\n'''\n    !mkdir -p $install_path/koishi/\n    with open('koishi.config.yml','w') as sh:\n        sh.write(content)\n    !pm2 del koishi\n    !pm2 start npx -n koishi -- koishi start koishi.config.yml\n\ndef startKoishFrpc():\n    !pm2 del frpc_koishi\n    os.system('pm2 start $install_path/frpc/frpc -n frpc_koishi -- -c '+koishiFrpcConfig)\n    \ndef saveKoishi():\n    %cd /kaggle/working/\n    !tar -cvf koishi.tar --exclude=koishi/node_modules --exclude=koishi/logs $install_path/koishi \n\n# 每10分钟保存一次koishi的数据\ndef autoZipKoishiData():\n    %cd $install_path\n    content = '''\nsetInterval(() => {\n    try {\n        const { exec } = require('child_process');\n        exec('tar -cvf /kaggle/working/koishi.tar --exclude=koishi/node_modules --exclude=koishi/logs $install_path/koishi');\n        console.log('每10分钟保存一次数据');\n    } catch (error) {\n        console.error('保存数据失败');\n    }\n}, 1000 * 60 * 10);\n    '''\n    with open('autoZipKoishiData.js','w') as sh:\n        sh.write(content)\n    !pm2 del autoZipKoishiData\n    !pm2 start autoZipKoishiData.js -n autoZipKoishiData","metadata":{"execution":{"iopub.status.busy":"2023-03-08T05:43:40.157080Z","iopub.execute_input":"2023-03-08T05:43:40.158376Z","iopub.status.idle":"2023-03-08T05:43:40.286977Z","shell.execute_reply.started":"2023-03-08T05:43:40.158326Z","shell.execute_reply":"2023-03-08T05:43:40.285780Z"},"trusted":true},"execution_count":4,"outputs":[]},{"cell_type":"markdown","source":"---\n# **第四个代码单元格:**\n ### Webui安装","metadata":{}},{"cell_type":"code","source":"# 功能函数\n# 绕过 os.systen 的限制执行命令\ndef run(shell:str):\n    with open('run_cache.sh','w') as sh:\n        sh.write(shell)\n    !bash run_cache.sh\n\n# 连接多个路径字符串 让路径在shell命令中能正常的执行\ndef pathJoin(*paths:str):\n    pathStr = ''\n    for p in paths:\n        pathStr += '\"'+p+'\"'\n    pathStr = '\"*\"'.join(pathStr.split('*'))\n    pathStr = '\"$\"'.join(pathStr.split('$'))\n    pathStr = '\"(\"'.join(pathStr.split('('))\n    pathStr = '\")\"'.join(pathStr.split(')'))\n    pathStr = '\"{\"'.join(pathStr.split('{'))\n    pathStr = '\"}\"'.join(pathStr.split('}'))\n    pathStr = re.sub(r'\"\"','',pathStr)\n    pathStr = re.sub(r'\\*{2,}','\"',pathStr)\n    pathStr = re.sub(r'/{2,}','/',pathStr)\n    pathStr = re.sub(r'/\\./','/',pathStr)\n    return pathStr\n\n# 判断路径是不是一个文件或者可能指向一些文件\ndef pathIsFile(path):\n    if Path(path).is_file():\n        return True\n    if re.search(r'\\.(ckpt|safetensors|png|jpg|txt|pt|pth|json|yaml|\\*)$',path):\n        return True\n    return False\n\ndef installEnv():\n    !npm i -g pm2\n\n#安装webui\ndef install():\n    %cd $install_path\n    if reLoad:\n        !rm -rf stable-diffusion-webui\n    if Path(\"stable-diffusion-webui\").exists():\n        %cd $install_path/stable-diffusion-webui/\n        !git checkout .\n        !git pull\n    else:\n        if mobileOptimize:\n            !git clone https://github.com/viyiviyi/stable-diffusion-webui.git -b local # 修改了前端界面,手机使用更方便\n        else:\n            !git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui \n        %cd $install_path/stable-diffusion-webui/\n        if quickStart:\n            !echo \"解压Python环境... unzip venv\"\n            !tar -xf /kaggle/working/venv/venv.tar.bak -C ./\n\n# 链接输出目录\ndef link_dir():\n    # 链接输出目录 因为sd被部署在了stable-diffusion-webui目录,运行结束后为了方便下载就只有outputs目录放在output_path/目录下\n    !mkdir -p $output_path/outputs\n    !rm -rf $install_path/stable-diffusion-webui/outputs\n    !ln -s -r $output_path/outputs $install_path/stable-diffusion-webui/ # 输出目录\n    !mkdir -p $output_path/log\n    !rm -rf $install_path/stable-diffusion-webui/log\n    !ln -s -r $output_path/log $install_path/stable-diffusion-webui/\n    # 链接 hypernetworks 目录\n    if linkHypernetworksDir:\n        !rm -rf $install_path/stable-diffusion-webui/models/hypernetworks\n        !mkdir -p $output_path/hypernetworks\n        !ln -s -r $output_path/hypernetworks $install_path/stable-diffusion-webui/models/\n    # 链接 embeddings 目录\n    if linkEmbeddingsDir:\n        !rm -rf $install_path/stable-diffusion-webui/embeddings\n        !mkdir -p $output_path/embeddings\n        !ln -s -r $output_path/embeddings $install_path/stable-diffusion-webui/\n    # 链接训练输出目录 文件夹链接会导致功能不能用\n    if linkTextual_inversionDir:\n        !rm -rf $install_path/stable-diffusion-webui/textual_inversion\n        !mkdir -p $output_path/textual_inversion/\n        !ln -s -r $output_path/textual_inversion $install_path/stable-diffusion-webui/\n        \n        \ndef venvdownload():\n    if os.access(\"/kaggle/working/venv/venv.tar.bak\", os.F_OK):\n        print (\"正在安装Webui\")\n    else:\n        print(\"\\033[1;31m 首次启动需要一点时间,请耐心等待\\033[0m\")\n        print(\"\\033[1;31m 自动下载Python环境包...,可能有点慢\\033[0m\")\n        !apt -y update -qq\n        !apt -y install -qq aria2\n        !echo '正在自动下载Python环境包'\n        !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/datasets/ACCA225/vene/resolve/main/venv.tar.bak -d /kaggle/working/venv -o venv.tar.bak\n        !echo '下载成功'\n    \n# 链接模型文件\n# link models files\ndef link_models():\n    print(('复制' if enableLoadByCopy else '链接') + '模型文件')\n    if enableLoadByCopy:\n        print('如果出现 No such file or directory 错误,可以忽略')\n    !mkdir -p $install_path/stable-diffusion-webui/models/Stable-diffusion # 模型和文件目录\n    !mkdir -p $install_path/stable-diffusion-webui/models/hypernetworks # 超网络模型目录\n    !mkdir -p $install_path/stable-diffusion-webui/embeddings # 画风模型目录\n    !mkdir -p $install_path/stable-diffusion-webui/models/Lora # lora 文件目录\n    !mkdir -p $install_path/stable-diffusion-webui/extensions/stable-diffusion-webui-wildcards/wildcards # wildcards 文件目录\n    !mkdir -p $install_path/stable-diffusion-webui/extensions/sd-webui-controlnet/models/ \n    !mkdir -p $install_path/stable-diffusion-webui/extensions/sd-webui-additional-networks/models/lora\n    !mkdir -p $install_path/stable-diffusion-webui/extensions/sd-webui-additional-networks/models/lora # lora 文件目录\n    \n    for path in modelDirs:\n        if pathIsFile(path):\n            os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path) +' $install_path/stable-diffusion-webui/models/Stable-diffusion')\n            continue\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/*.ckpt') +' $install_path/stable-diffusion-webui/models/Stable-diffusion/')\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/*.safetensors') +' $install_path/stable-diffusion-webui/models/Stable-diffusion/')\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/*.png') +' $install_path/stable-diffusion-webui/models/Stable-diffusion/')\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/*.jpg') +' $install_path/stable-diffusion-webui/models/Stable-diffusion/')\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/*.pt') +' $install_path/stable-diffusion-webui/models/Stable-diffusion/')\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/hypernetworks*/*.*') +' $install_path/stable-diffusion-webui/models/hypernetworks/')\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/embeddings*/*.*') +' $install_path/stable-diffusion-webui/embeddings/')\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/lora*/*.*') +' $install_path/stable-diffusion-webui/models/Lora/')\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/wildcards*/*.*') +' $install_path/stable-diffusion-webui/extensions/stable-diffusion-webui-wildcards/wildcards/')\n    for path in wildcardsFileDirs:\n        if pathIsFile(path):\n            os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path) +' $install_path/stable-diffusion-webui/extensions/stable-diffusion-webui-wildcards/wildcards/')\n            continue\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/*.*') +' $install_path/stable-diffusion-webui/extensions/stable-diffusion-webui-wildcards/wildcards/')\n    for path in loraModelDirs: \n        if pathIsFile(path):\n            os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path) +' $install_path/stable-diffusion-webui/models/Lora/')\n            continue\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/*.*') +' $install_path/stable-diffusion-webui/models/Lora/')\n    for path in embeddingsModelDirs: \n        if pathIsFile(path):\n            os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path) +' $install_path/stable-diffusion-webui/embeddings/')\n            continue\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/*.*') +' $install_path/stable-diffusion-webui/embeddings/')\n    for path in hypernetworksModelDirs: \n        if pathIsFile(path):\n            os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path) +' $install_path/stable-diffusion-webui/models/hypernetworks/')\n            continue\n        os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path,'/*.*') +' $install_path/stable-diffusion-webui/models/hypernetworks/')\n    if Path(install_path+'/stable-diffusion-webui/extensions/sd-webui-controlnet').exists():\n        for path in Controlnet: \n            if pathIsFile(path):\n                os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path) +' $install_path/stable-diffusion-webui/extensions/sd-webui-controlnet/models/')\n                continue\n            os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f ' + pathJoin(path,'/*.*') +' $install_path/stable-diffusion-webui/extensions/sd-webui-controlnet/models/')\n    if Path(install_path+'/stable-diffusion-webui/extensions/sd-webui-additional-networks').exists():\n        for path in AdditionalNetworks: \n            if pathIsFile(path):\n                os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f '+ pathJoin(path) +' $install_path/stable-diffusion-webui/extensions/sd-webui-additional-networks/models/lora/')\n                continue\n            os.system(('cp -n' if enableLoadByCopy else 'ln -s')+' -f ' + pathJoin(path,'/*.*') +' $install_path/stable-diffusion-webui/extensions/sd-webui-additional-networks/models/lora/')\n            \n        \n    %cd $install_path/stable-diffusion-webui/extensions/sd-webui-controlnet/models/\n    !rm -f \\*.* # 删除因为文件夹没有对应文件导致复制了一个'*.*'的文件\n    !echo controlnetModel文件列表\n    !ls\n\n    %cd $install_path/stable-diffusion-webui/models/Stable-diffusion\n    !rm -f \\*.* & rm -f \\*.ckpt & rm -f \\*.safetensors & rm -f \\*.png & rm -f \\*.pt & rm -f \\*.jpg # 删除因为文件夹没有对应文件导致复制了一个'*.*'的文件\n    !echo 模型文件列表\n    !ls\n    %cd $install_path/stable-diffusion-webui/models/hypernetworks\n    !rm -f \\*.* # 删除因为文件夹没有对应文件导致复制了一个'*.*'的文件\n    !echo hypernetworks超网络模型文件列表\n    !ls\n    %cd $install_path/stable-diffusion-webui/embeddings\n    !rm -f \\*.* # 删除因为文件夹没有对应文件导致复制了一个'*.*'的文件\n    !echo embedding文件列表\n    !ls\n    %cd $install_path/stable-diffusion-webui/models/Lora\n    !rm -f \\*.* # 删除因为文件夹没有对应文件导致复制了一个'*.*'的文件\n    !echo lora文件列表\n    !ls\n    %cd $install_path/stable-diffusion-webui/extensions/stable-diffusion-webui-wildcards/wildcards\n    !rm -f \\*.* # 删除因为文件夹没有对应文件导致复制了一个'*.*'的文件\n    !echo wildcards文件列表\n    !ls\n\n#下载模型\ndef modelsdownload():\n    !apt -y update -qq\n    !apt -y install -qq aria2\n    !echo '正在下载模型...'\n    !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {modelurl} -d $install_path/stable-diffusion-webui/models/Stable-diffusion -o {name}\n    !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/embed/EasyNegative/resolve/main/EasyNegative.safetensors -d $install_path/stable-diffusion-webui/embeddings/ -o EasyNegative.safetensors\n#下载VAE\ndef vaedownload():\n    !echo '正在下载VAE...'\n    !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {zheshiVAEwenjian} -d $install_path/stable-diffusion-webui/models/Stable-diffusion -o {address}\n    \n#安装依赖\ndef install_dependencies():\n    %cd $install_path/stable-diffusion-webui\n    !python3 -m venv venv\n    !source venv/bin/activate\n    !COMMANDLINE_ARGS=\"--exit\" REQS_FILE=\"requirements.txt\" venv/bin/python3  launch.py\n\n# 安装插件\ndef install_extensions():\n    print('安装插件,此处出现红条是正常的')\n    %cd $install_path/stable-diffusion-webui\n    !mkdir -p extensions\n    %cd extensions\n    for ex in extensions:\n        os.system('git clone '+ex)\n    #Tag选择器\n    !cp -r /kaggle/input/tagextensions/maple-from-fall-and-flower $install_path/stable-diffusion-webui/extensions/maple-from-fall-and-flower\n    \n# 个性化配置 \ndef use_config():\n    %cd $install_path/stable-diffusion-webui\n    !mkdir -p tmp\n    %cd tmp\n    !git clone $webui_settings sd-configs\n    !cp -rf sd-configs/dist/* $install_path/stable-diffusion-webui\n     \n# ngrok\ndef ngrok_start():\n    if useNgrok == True and ngrokToken != '':\n        print('use nrgok')\n        !pip install pyngrok\n        from pyngrok import conf, ngrok\n        conf.get_default().auth_token = ngrokToken\n        conf.get_default().monitor_thread = False\n        ssh_tunnels = ngrok.get_tunnels(conf.get_default())\n        if len(ssh_tunnels) == 0:\n            ssh_tunnel = ngrok.connect(7860)\n            print('address:'+ssh_tunnel.public_url)\n        else:\n            print('address:'+ssh_tunnels[0].public_url)\n    else:\n        print('skip start ngrok')\n        \ndef installFrpc():\n    !apt -y update -qq\n    !apt -y install -qq aria2\n    !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/datasets/ACCA225/Frp/resolve/main/frpc -d $install_path/stable-diffusion-webui/ -o frpc\n    %cd $install_path\n    !mkdir -p frpc\n    %cd frpc\n    !cp -f -n $install_path/stable-diffusion-webui/frpc ./frpc\n    !chmod +x ./frpc\n    !./frpc -v\n    \ndef startFrpc():\n    if useFrpc:\n        !pm2 del frpc_webui\n        !pm2 start $install_path/frpc/frpc -n frpc_webui -- -c $frpcConfig\n        \ndef installBore():\n    %cd $install_path\n    !mkdir -p bore\n    %cd bore\n    !cp -f -n /kaggle/input/net-tools/bore ./bore\n    !chmod +x ./bore\n\ndef startBore():\n    !pm2 del bore\n    !pm2 start $install_path/bore/bore -n bore -- local 5140 --to bore.pub\n    \n# 打包输出图片到$output_path/outputs.tar文件\ndef zip_output():\n    !echo \"打包输出图片到$output_path/outputs.tar文件\"\n    %cd $install_path/stable-diffusion-webui/\n    !tar -cf outputs.tar ./outputs\n    !mv ./outputs.tar $output_path/\n    \n# 启动\ndef start():\n    %cd $install_path/stable-diffusion-webui\n    !python3 -m venv venv\n    !source venv/bin/activate\n    args = '--disable-safe-unpickle --deepdanbooru'\n    if not disableShared:\n        args += ' --share'\n    args += ' --skip-torch-cuda-test'\n    args += ' --xformers' # 已经可用\n    args += ' --api --listen' # 开放 api\n    args += ' --lowram' # 降低爆内存几率\n    if ui_config_file is not None and ui_config_file != '' and Path(ui_config_file).exists(): # ui配置文件\n        args += ' --ui-config-file=' + pathJoin(ui_config_file)\n    if setting_file is not None and setting_file != '' and Path(setting_file).exists(): # 设置配置文件\n        args += ' --ui-settings-file=' + pathJoin(setting_file)\n    if usedCkpt is not None and usedCkpt != '': # 设置启动时默认加载的模型\n        if '.' in usedCkpt:\n            if '/' in usedCkpt:\n                args += ' --ckpt='+ pathJoin(usedCkpt)\n            else:\n                args += ' --ckpt='+ pathJoin(install_path, '/stable-diffusion-webui/models/Stable-diffusion/', usedCkpt)\n        else:\n            for x in ['.ckpt','.safetensors']:\n                if Path(install_path+'/stable-diffusion-webui/models/Stable-diffusion/' + usedCkpt+x).exists():\n                    args += ' --ckpt='+ pathJoin(install_path, '/stable-diffusion-webui/models/Stable-diffusion/', usedCkpt, x)\n                    break\n    if vaeHalf is False: \n        args += ' --no-half-vae'\n    if modelHalf is False:\n        args += ' --no-half'\n    if consoleProgressbars is False:\n        args += ' --disable-console-progressbars'\n    if consolePrompts is True:\n        args += ' --enable-console-prompts'\n    args += ' ' + otherArgs\n    os.environ['COMMANDLINE_ARGS']=args\n    !echo COMMANDLINE_ARGS=$COMMANDLINE_ARGS\n    %env REQS_FILE=requirements.txt\n    !pm2 log & venv/bin/python3 launch.py\n    \ndef start():\n    %cd $install_path/stable-diffusion-webui\n    !python3 -m venv venv\n    !source venv/bin/activate\n    args = '--disable-safe-unpickle --deepdanbooru'\n    if not disableShared:\n        args += ' --share'\n    args += ' --skip-torch-cuda-test'\n    args += ' --xformers' # 已经可用\n    args += ' --api --listen' # 开放 api\n    args += ' --lowram'# 降低爆内存几率\n    if ui_config_file is not None and ui_config_file != '' and Path(ui_config_file).exists(): # ui配置文件\n        args += ' --ui-config-file=' + pathJoin(ui_config_file)\n    if setting_file is not None and setting_file != '' and Path(setting_file).exists(): # 设置配置文件\n        args += ' --ui-settings-file=' + pathJoin(setting_file)\n    if usedCkpt is not None and usedCkpt != '': # 设置启动时默认加载的模型\n        if '.' in usedCkpt:\n            if '/' in usedCkpt:\n                args += ' --ckpt='+ pathJoin(usedCkpt)\n            else:\n                args += ' --ckpt='+ pathJoin(install_path, '/stable-diffusion-webui/models/Stable-diffusion/', usedCkpt)\n        else:\n            for x in ['.ckpt','.safetensors']:\n                if Path(install_path+'/stable-diffusion-webui/models/Stable-diffusion/' + usedCkpt+x).exists():\n                    args += ' --ckpt='+ pathJoin(install_path, '/stable-diffusion-webui/models/Stable-diffusion/', usedCkpt, x)\n                    break\n    if vaeHalf is False: \n        args += ' --no-half-vae'\n    if modelHalf is False:\n        args += ' --no-half'\n    if consoleProgressbars is False:\n        args += ' --disable-console-progressbars'\n    if consolePrompts is True:\n        args += ' --enable-console-prompts'\n    args += ' ' + otherArgs\n    os.environ['COMMANDLINE_ARGS']=args\n    !echo COMMANDLINE_ARGS=$COMMANDLINE_ARGS\n    %env REQS_FILE=requirements.txt\n    !pm2 log & venv/bin/python3 launch.py\n    \ndef main():\n    startTicks = time.time()\n    isInstall = True if os.getenv('IsInstall','False') == 'True' else False\n    if isInstall is False or reLoad:\n        venvdownload()\n        install()\n        install_dependencies()\n        install_extensions()\n        installEnv()\n        use_config()\n        link_dir()\n        installFrpc()\n        if useKoishi:\n            installKoishi()\n        isInstall = True\n        os.environ['IsInstall'] = 'True'\n    modelsdownload()\n    vaedownload()\n    link_models()\n    ticks = time.time()\n    print(\"加载耗时:\",(ticks - startTicks),\"s\")\n    ngrok_start()\n    startFrpc()\n    if useKoishi:\n        startKoishFrpc()\n        startKoishi()\n        autoZipKoishiData()\n    start()\n","metadata":{"execution":{"iopub.status.busy":"2023-03-08T05:43:40.289380Z","iopub.execute_input":"2023-03-08T05:43:40.290013Z","iopub.status.idle":"2023-03-08T05:43:46.041679Z","shell.execute_reply.started":"2023-03-08T05:43:40.289944Z","shell.execute_reply":"2023-03-08T05:43:46.040309Z"},"trusted":true},"execution_count":5,"outputs":[]},{"cell_type":"markdown","source":"---\n# **第五个代码单元格:**\n ### 输出日志","metadata":{}},{"cell_type":"code","source":"# 启动的输出日志,等待约5分钟,最终会得到一个gradio.live的链接,但如果出现Error这个词,说明出错了。请联系管理员解决该问题\n# start\nmain()\n\nif useKoishi:\n    saveKoishi()","metadata":{"_kg_hide-input":true,"_kg_hide-output":false,"execution":{"iopub.status.busy":"2023-03-08T05:43:46.043336Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"### 交流群 632428790 (遇到问题可以找群主或者管理员解决)","metadata":{}}]}