130-Stable_Diffusion_WebUI.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/JSJeong-me/KOSA_Generate_AI_for_Image/blob/main/130-Stable_Diffusion_WebUI.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "AsYaBTPzmsQX"
      },
      "outputs": [],
      "source": [
        "import os, subprocess, time, glob\n",
        "#@title <font size=\"6\" color=\"black\">Stable Diffusion 시작하는 섹션</font>\n",
        "output_path = 'digiclau_lab'\n",
        "ngrok =''\n",
        "\n",
        "use_gdrive = 'yes'\n",
        "class GDriveSaveMode:\n",
        "    ON = 1\n",
        "    OFF = 0\n",
        "if use_gdrive == 'yes':\n",
        "  is_drive_used = True\n",
        "elif use_gdrive == 'no':\n",
        "  is_drive_used = False\n",
        "else:\n",
        "  raise ValueError(\"use_gdrive value invalid.\")\n",
        "\n",
        "Deliberate = False\n",
        "DreamShaper = False\n",
        "GhostMix = False\n",
        "RealisticVision = False\n",
        "MajicMIXRealistic = False\n",
        "AbyssOrangeMix3 = False\n",
        "CounterfeitV30 = False\n",
        "ReVAnimated = False\n",
        "Lyriel = False\n",
        "NeverEndingDream = False\n",
        "\n",
        "SDXL_10_Base_AND_Refiner = True\n",
        "\n",
        "Model_URL = 'https://civitai.com/api/download/models/138176'\n",
        "\n",
        "ControlNet = False\n",
        "\n",
        "Deforum = False\n",
        "\n",
        "SadTalker = False\n",
        "\n",
        "Regional_Prompter = False\n",
        "Ultimate_SD_Upscale = False\n",
        "Openpose_Editor = False\n",
        "ADetailer = False\n",
        "\n",
        "LyCORIS = False\n",
        "\n",
        "AnimateDiff = False\n",
        "\n",
        "Text2Video = False\n",
        "DynamicThresholding = False\n",
        "\n",
        "DWPose = False\n",
        "\n",
        "Roop = False\n",
        "\n",
        "LoopbackWave = False\n",
        "\n",
        "\n",
        "# 로그 삭제\n",
        "#Clear_Log = True #@param{type:'boolean'}\n",
        "\n",
        "\n",
        "# #@markdown ## 🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨🔨\n",
        "# #@markdown ## 'COMMANDLINE_ARGS=' 에 추가할 값이 있다면 이곳에 넣어주세요.\n",
        "# Extra_args = '' #@param {type: \"string\"}\n",
        "\n",
        "\n",
        "if is_drive_used:\n",
        "  from google.colab import drive\n",
        "  drive.mount('/content/drive')\n",
        "  output_path = '/content/drive/MyDrive/' + output_path\n",
        "  # Colab에 설치\n",
        "  root = '/content/'\n",
        "  # 구글 드라이브에 필요한 폴터 생성\n",
        "  !mkdir -p {output_path}/outputs\n",
        "  !mkdir -p {output_path}/checkpoints\n",
        "  !mkdir -p {output_path}/ESRGAN\n",
        "  !mkdir -p {output_path}/hypernetworks\n",
        "else:\n",
        "  # Don't connect to google drive\n",
        "  output_path = '/content/' + output_path # Is it still needed?\n",
        "  root = '/content/'\n",
        "\n",
        "def print_message(msg):\n",
        "  # print('📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍')\n",
        "  # print('📍📍📍 ', msg, ' 📍📍📍')\n",
        "  # print('📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍📍')\n",
        "  pass\n",
        "\n",
        "def clear():\n",
        "    from IPython.display import clear_output\n",
        "    return clear_output()\n",
        "\n",
        "def downloadModel(url):\n",
        "  if 'huggingface.co' in url:\n",
        "    filename = url.split('/')[-1]\n",
        "    !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {url}  -o {filename}\n",
        "  elif 'civitai.com' in url:\n",
        "    !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {url}\n",
        "  else:\n",
        "    print_message('잘못된 모델 URL입니다.')\n",
        "\n",
        "def checkpoint_exists(): ### See if a checkpoint model exists in goodle drive ###\n",
        "  files = os.listdir(output_path + '/checkpoints/') # get all files\n",
        "  for file in files: # check .ckpt or .safetensors extension\n",
        "    if file.endswith('.ckpt') or file.endswith('.safetensors'):\n",
        "      return True\n",
        "  return False # no checkpoint file\n",
        "\n",
        "def download_models():\n",
        "  models_count = 0\n",
        "  %cd {root}/stable-diffusion-webui/models/Stable-diffusion\n",
        "  print_message('사용할 모델을 다운받고 있습니다.')\n",
        "  if Deliberate:\n",
        "    downloadModel('https://civitai.com/api/download/models/15236')\n",
        "    models_count += 1\n",
        "  if DreamShaper:\n",
        "    downloadModel('https://civitai.com/api/download/models/128713')\n",
        "    models_count += 1\n",
        "  if GhostMix:\n",
        "    downloadModel('https://civitai.com/api/download/models/76907')\n",
        "    models_count += 1\n",
        "  if RealisticVision:\n",
        "    downloadModel('https://civitai.com/api/download/models/130072')\n",
        "    models_count += 1\n",
        "  if MajicMIXRealistic:\n",
        "    downloadModel('https://civitai.com/api/download/models/94640')\n",
        "    models_count += 1\n",
        "  if AbyssOrangeMix3:\n",
        "    downloadModel('https://civitai.com/api/download/models/17233')\n",
        "    models_count += 1\n",
        "  if CounterfeitV30:\n",
        "    downloadModel('https://civitai.com/api/download/models/57618')\n",
        "    models_count += 1\n",
        "  if ReVAnimated:\n",
        "    downloadModel('https://civitai.com/api/download/models/46846')\n",
        "    models_count += 1\n",
        "  if Lyriel:\n",
        "    downloadModel('https://civitai.com/api/download/models/72396')\n",
        "    models_count += 1\n",
        "  if NeverEndingDream:\n",
        "    downloadModel('https://civitai.com/api/download/models/64094')\n",
        "    models_count += 1\n",
        "  if SDXL_10_Base_AND_Refiner:\n",
        "    downloadModel('https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors')\n",
        "    downloadModel('https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors')\n",
        "    models_count += 1\n",
        "  if Model_URL:\n",
        "      for m in Model_URL.split(','):\n",
        "        %cd {root}/stable-diffusion-webui/models/Stable-diffusion\n",
        "        downloadModel(m)\n",
        "\n",
        "  # 사용할 모델이 없으면, SD 1.5모델은 필수로 다운로드\n",
        "  if models_count == 0 and not checkpoint_exists():\n",
        "    downloadModel('https://huggingface.co/ckpt/sd15/resolve/main/v1-5-pruned-emaonly.ckpt')\n",
        "    models_count += 1\n",
        "  print_message(str(models_count) + '개의 Checkpoint 모델을 다운 받았습니다.')\n",
        "\n",
        "\n",
        "  # download VAEs\n",
        "  !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/stabilityai/sd-vae-ft-ema-original/resolve/main/vae-ft-ema-560000-ema-pruned.ckpt -d {root}/stable-diffusion-webui/models/VAE/ -o vae-ft-ema-560000-ema-pruned.ckpt\n",
        "  !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.ckpt -d {root}/stable-diffusion-webui/models/VAE/ -o vae-ft-mse-840000-ema-pruned.ckpt\n",
        "\n",
        "def install_extensions():\n",
        "  # extensions directory\n",
        "  %cd {root}/stable-diffusion-webui/extensions\n",
        "\n",
        "  if ControlNet:\n",
        "    !git clone https://github.com/Mikubill/sd-webui-controlnet.git\n",
        "    %cd {root}/stable-diffusion-webui/extensions/sd-webui-controlnet/models\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge.pth')\n",
        "    downloadModel('https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime.pth')\n",
        "    downloadModel('https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth')\n",
        "    downloadModel('https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth')\n",
        "    %cd {root}/stable-diffusion-webui/extensions\n",
        "  if Deforum:\n",
        "    !git clone https://github.com/deforum-art/deforum-for-automatic1111-webui\n",
        "  if SadTalker:\n",
        "    !git clone https://github.com/OpenTalker/SadTalker\n",
        "    !mkdir -p {root}/stable-diffusion-webui/models/SadTalker\n",
        "    %cd {root}/stable-diffusion-webui/models/SadTalker\n",
        "    url = 'https://huggingface.co/digiclau/files/resolve/main/extensions/SadTalker/sadtalker_checkpoints-20230517T015718Z.zip'\n",
        "    filename = \"sadtalker_checkpoints.zip\"\n",
        "    !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {url} -o {filename}\n",
        "    !unzip {filename}\n",
        "    !rm {filename}\n",
        "    # extra code to fix error\n",
        "    !mkdir /tmp\n",
        "    !mkdir /tmp/gradio\n",
        "    %cd {root}/stable-diffusion-webui/extensions\n",
        "  if Regional_Prompter:\n",
        "    !git clone https://github.com/hako-mikan/sd-webui-regional-prompter\n",
        "  if Ultimate_SD_Upscale:\n",
        "    !git clone https://github.com/Coyote-A/ultimate-upscale-for-automatic1111\n",
        "  if Openpose_Editor:\n",
        "    !git clone https://github.com/fkunn1326/openpose-editor\n",
        "  if ADetailer:\n",
        "    !git clone https://github.com/Bing-su/adetailer\n",
        "  if LyCORIS:\n",
        "    !git clone https://github.com/KohakuBlueleaf/a1111-sd-webui-lycoris\n",
        "  if AnimateDiff:\n",
        "    !git clone https://github.com/continue-revolution/sd-webui-animatediff\n",
        "    %cd {root}/stable-diffusion-webui/extensions/sd-webui-animatediff/model\n",
        "    downloadModel('https://huggingface.co/guoyww/animatediff/resolve/main/mm_sd_v14.ckpt')\n",
        "    downloadModel('https://huggingface.co/guoyww/animatediff/resolve/main/mm_sd_v15.ckpt')\n",
        "    %cd {root}/stable-diffusion-webui/extensions\n",
        "  if Text2Video:\n",
        "    !git clone https://github.com/kabachuha/sd-webui-text2video\n",
        "    %mkdir -p {root}/stable-diffusion-webui/models/text2video/t2v\n",
        "    %cd {root}/stable-diffusion-webui/models/text2video/t2v\n",
        "    downloadModel('https://huggingface.co/damo-vilab/modelscope-damo-text-to-video-synthesis/resolve/main/VQGAN_autoencoder.pth')\n",
        "    downloadModel('https://huggingface.co/damo-vilab/modelscope-damo-text-to-video-synthesis/resolve/main/configuration.json')\n",
        "    downloadModel('https://huggingface.co/damo-vilab/modelscope-damo-text-to-video-synthesis/resolve/main/open_clip_pytorch_model.bin')\n",
        "    downloadModel('https://huggingface.co/damo-vilab/modelscope-damo-text-to-video-synthesis/resolve/main/text2video_pytorch_model.pth')\n",
        "    %cd {root}/stable-diffusion-webui/extensions\n",
        "  if DynamicThresholding:\n",
        "    !git clone https://github.com/mcmonkeyprojects/sd-dynamic-thresholding\n",
        "  if DWPose:\n",
        "    !git clone https://github.com/IDEA-Research/DWPose\n",
        "  if Roop:\n",
        "    !git clone https://github.com/s0md3v/sd-webui-roop\n",
        "    filePath = f\"{root}/stable-diffusion-webui/extensions/sd-webui-roop/install.py\"\n",
        "    oldDeadFile = 'https://huggingface.co/deepinsight/inswapper/resolve/main/inswapper_128.onnx'\n",
        "    newLiveFile = 'https://huggingface.co/facefusion/models/resolve/main/inswapper_128.onnx'\n",
        "    oldDeadFile = oldDeadFile.replace('/', '\\/')\n",
        "    newLiveFile = newLiveFile.replace('/', '\\/')\n",
        "    !sed -i 's/{oldDeadFile}/{newLiveFile}/g' {filePath}\n",
        "\n",
        "#  if Depthmap_3D_Painting:\n",
        "#    !git clone https://github.com/thygate/stable-diffusion-webui-depthmap-script\n",
        "\n",
        "def install_scripts():\n",
        "  if LoopbackWave:\n",
        "    %cd {root}/stable-diffusion-webui/scripts\n",
        "#    url = 'https://files.catbox.moe/0hx51x.py'\n",
        "#    filename = 'loopback_wave.py'\n",
        "#    !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {url}  -o {filename}\n",
        "    url = 'https://github.com/DigiClau/stablediffusion_webui/raw/main/scripts/loopback_wave.py'\n",
        "    !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {url}\n",
        "\n",
        "def updatePython():\n",
        "  !python --version > /content/pyversion\n",
        "  with open('/content/pyversion', 'r') as file:\n",
        "      if '3.10' in file.read():\n",
        "        print_message('이미 python 3.10이 설치되어 있습니다.')\n",
        "        return\n",
        "\n",
        "  #install python 3.10\n",
        "  !apt-get update -y\n",
        "  !apt-get install python3.10\n",
        "\n",
        "  #change alternatives\n",
        "  !rm /usr/local/bin/python\n",
        "  !rm /usr/local/bin/pip\n",
        "  !sudo apt-get install python3.10-distutils\n",
        "  !sudo update-alternatives --install /usr/local/bin/python python /usr/bin/python3.10 2\n",
        "  !wget https://bootstrap.pypa.io/get-pip.py && python get-pip.py\n",
        "\n",
        "def initSaveGoogleDriveModelOnly():\n",
        "  # Use config file in google drive\n",
        "  if not os.path.exists(output_path + '/ui-config.json'):\n",
        "    !wget https://raw.githubusercontent.com/DigiClau/stablediffusion_webui/main/ui-config.json -O {output_path + '/ui-config.json'}\n",
        "  if not os.path.exists(output_path + '/config.json'):\n",
        "    !wget https://raw.githubusercontent.com/DigiClau/stablediffusion_webui/main/config.json -O {output_path + '/config.json'}\n",
        "\n",
        "  #!rm /content/stable-diffusion-webui/ui-config.json\n",
        "  !ln -s {output_path + '/ui-config.json'} {root}/stable-diffusion-webui/\n",
        "  !ln -s {output_path + '/config.json'} {root}/stable-diffusion-webui/\n",
        "  !ln -s {output_path}/outputs\n",
        "\n",
        "  # embeddings folder on Google Drive\n",
        "  !mkdir -p {output_path}/embeddings\n",
        "  !rm -rf embeddings\n",
        "  !ln -s {output_path}/embeddings\n",
        "\n",
        "  # save parameter file in google drive\n",
        "  if not os.path.exists(output_path + '/params.txt'):\n",
        "    !touch {output_path + '/params.txt'}\n",
        "  !ln -s {output_path}/params.txt\n",
        "\n",
        "  # link all checkpoints in the checkpoints folder\n",
        "  %cd {root}/stable-diffusion-webui/models/Stable-diffusion\n",
        "  checkpoints_in_google_drive = glob.glob(output_path + '/checkpoints/*')\n",
        "  print_message('구글 드라이브에 들어 있는 Checkpoint 모델: %s'%checkpoints_in_google_drive)\n",
        "  for f in checkpoints_in_google_drive:\n",
        "    !ln -s {f}\n",
        "\n",
        "  # link all upscalers in the model folder\n",
        "  !mkdir -p {root}/stable-diffusion-webui/models/ESRGAN\n",
        "  %cd {root}/stable-diffusion-webui/models/ESRGAN\n",
        "  upscalers_in_google_drive = glob.glob(output_path + '/ESRGAN/*')\n",
        "  print_message('구글 드라이브에 들어 있는 Upscaler 모델: %s'%upscalers_in_google_drive)\n",
        "  for f in upscalers_in_google_drive:\n",
        "    !ln -s {f}\n",
        "\n",
        "  # use lora model folder in google drive\n",
        "  !mkdir -p {output_path}/Lora\n",
        "  %cd {root}/stable-diffusion-webui/models\n",
        "  !rm -rf Lora\n",
        "  !ln -s {output_path}/Lora\n",
        "\n",
        "  # use LyCORIS model folder in google drive\n",
        "  !mkdir -p {output_path}/LyCORIS\n",
        "  %cd {root}/stable-diffusion-webui/models\n",
        "  !rm -rf LyCORIS\n",
        "  !ln -s {output_path}/LyCORIS\n",
        "\n",
        "  # use hypernetwork folder in google drive\n",
        "  !mkdir -p {output_path}/hypernetworks\n",
        "  %cd {root}/stable-diffusion-webui/models\n",
        "  !rm -rf hypernetworks\n",
        "  !ln -s {output_path}/hypernetworks\n",
        "\n",
        "  # use VAE folder in google rive\n",
        "  !mkdir -p {output_path}/VAE\n",
        "  %cd {root}/stable-diffusion-webui/models\n",
        "  !rm -rf VAE\n",
        "  !ln -s {output_path}/VAE\n",
        "\n",
        "def installExtensionsFromURL(urls):\n",
        "  %cd {root}/stable-diffusion-webui/extensions\n",
        "  for url in urls.split(','):\n",
        "    !git clone {url}\n",
        "\n",
        "def lowRamPatch():\n",
        "  !sed -i 's/dict()))$/dict())).cuda()/g'  {root}/stable-diffusion-webui/repositories/stable-diffusion-stability-ai/ldm/util.py\n",
        "\n",
        "updatePython()\n",
        "!mkdir -p {root}\n",
        "%cd {root}\n",
        "# os.chdir(root)\n",
        "!apt-get -y install -qq aria2\n",
        "!pip install pyngrok\n",
        "!git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui\n",
        "\n",
        "# A1111 first launch\n",
        "%cd {root}/stable-diffusion-webui\n",
        "# !git checkout -f 68f336bd994bed5442ad95bad6b6ad5564a5409a # 1.5.1\n",
        "!git checkout -f c9c8485bc1e8720aba70f029d25cba1c4abf2b5c # 1.5.2\n",
        "!COMMANDLINE_ARGS=\"--exit\"  python launch.py\n",
        "\n",
        "if is_drive_used: # == GDriveSaveMode.ON:\n",
        "  initSaveGoogleDriveModelOnly()"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "download_models()"
      ],
      "metadata": {
        "id": "I48mHyS_uFLS"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "install_extensions()"
      ],
      "metadata": {
        "id": "tNGhXd5VuHJp"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "install_scripts()"
      ],
      "metadata": {
        "id": "jn5qR1MduJlf"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "clear()"
      ],
      "metadata": {
        "id": "6C8afbTvzMmM"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "lowRamPatch()"
      ],
      "metadata": {
        "id": "bh4HduqvuOBt"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "%cd {root}/stable-diffusion-webui\n",
        "args = f'--gradio-img2img-tool color-sketch --enable-insecure-extension-access --gradio-queue --xformers'\n",
        "\n",
        "if ngrok:\n",
        "  args += f' --ngrok {ngrok} '\n",
        "else:\n",
        "  args += ' --share '\n",
        "# args+= ' ' + Extra_args\n",
        "print(f'WEBUI ARGUMENTS: {args}')\n"
      ],
      "metadata": {
        "id": "BwQ4a94mtyyr"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!python {root}/stable-diffusion-webui/launch.py {args}"
      ],
      "metadata": {
        "id": "cjSBbPACzJWZ"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# from modules import launch_utils\n",
        "\n",
        "\n",
        "# args = launch_utils.args\n",
        "# python = launch_utils.python\n",
        "# git = launch_utils.git\n",
        "# index_url = launch_utils.index_url\n",
        "# dir_repos = launch_utils.dir_repos\n",
        "\n",
        "# commit_hash = launch_utils.commit_hash\n",
        "# git_tag = launch_utils.git_tag\n",
        "\n",
        "# run = launch_utils.run\n",
        "# is_installed = launch_utils.is_installed\n",
        "# repo_dir = launch_utils.repo_dir\n",
        "\n",
        "# run_pip = launch_utils.run_pip\n",
        "# check_run_python = launch_utils.check_run_python\n",
        "# git_clone = launch_utils.git_clone\n",
        "# git_pull_recursive = launch_utils.git_pull_recursive\n",
        "# list_extensions = launch_utils.list_extensions\n",
        "# run_extension_installer = launch_utils.run_extension_installer\n",
        "# prepare_environment = launch_utils.prepare_environment\n",
        "# configure_for_tests = launch_utils.configure_for_tests\n",
        "# start = launch_utils.start\n",
        "\n",
        "\n",
        "# def main():\n",
        "#     if not args.skip_prepare_environment:\n",
        "#         prepare_environment()\n",
        "\n",
        "#     if args.test_server:\n",
        "#         configure_for_tests()\n",
        "\n",
        "#     start()\n",
        "\n",
        "\n",
        "# if __name__ == \"__main__\":\n",
        "#     main()"
      ],
      "metadata": {
        "id": "_PLn9Ikfyp5g"
      },
      "execution_count": null,
      "outputs": []
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "gpuType": "A100",
      "machine_shape": "hm",
      "private_outputs": true,
      "provenance": [],
      "include_colab_link": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}