Delete sagemaker/files_cells

sagemaker/files_cells/notebooks/en/auto-cleaner_en.ipynb

@@ -1,380 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "provenance": []
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "code",
-      "source": [
-        "##~ AutoCleaner V3.6 CODE | BY: ANXETY   ~##\n",
-        "\n",
-        "# --change log--\n",
-        "\"\"\"\n",
-        "V3.6 | 13.03.24\n",
-        "Fixed selection window\n",
-        "Dynamic update of memory display\n",
-        "\"\"\"\n",
-        "\n",
-        "\n",
-        "import os\n",
-        "import time\n",
-        "import ipywidgets as widgets\n",
-        "from ipywidgets import Label, Button, VBox, HBox\n",
-        "from IPython.display import display, HTML, Javascript\n",
-        "\n",
-        "\n",
-        "#  ================= DETECT ENV =================\n",
-        "def detect_environment():\n",
-        "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
-        "    environments = {\n",
-        "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
-        "    }\n",
-        "\n",
-        "    for env_var, (environment, path) in environments.items():\n",
-        "        if env_var in os.environ:\n",
-        "            return environment, path, free_plan\n",
-        "\n",
-        "env, root_path, free_plan = detect_environment()\n",
-        "webui_path = f\"{root_path}/sdw\"\n",
-        "#  ----------------------------------------------\n",
-        "\n",
-        "\n",
-        "directories = {\n",
-        "    \"Images\": f\"{webui_path}/outputs\",\n",
-        "    \"Models\": f\"{webui_path}/models/Stable-diffusion/\",\n",
-        "    \"Vae\": f\"{webui_path}/models/VAE/\",\n",
-        "    \"LoRa\": f\"{webui_path}/models/Lora/\",\n",
-        "    \"ControlNet Models\": f\"{webui_path}/models/ControlNet/\"\n",
-        "}\n",
-        "\n",
-        "\n",
-        "# ==================== CSS ====================\n",
-        "CSS = \"\"\"\n",
-        "<style>\n",
-        "/* General Styles */\n",
-        "\n",
-        "hr {\n",
-        "    border-color: grey;\n",
-        "    background-color: grey;\n",
-        "    opacity: 0.25;\n",
-        "}\n",
-        "\n",
-        ".instruction_AC {\n",
-        "    font-family: cursive;\n",
-        "    font-size: 18px;\n",
-        "    color: grey;\n",
-        "    user-select: none;\n",
-        "    cursor: default;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Container style */\n",
-        "\n",
-        ".container_AC {\n",
-        "    position: relative;\n",
-        "    background-color: #232323;\n",
-        "    width: 800px;\n",
-        "    height: auto;\n",
-        "    padding: 15px;\n",
-        "    border-radius: 15px;\n",
-        "    box-shadow: 0 0 50px rgba(0, 0, 0, 0.3);\n",
-        "    margin-bottom: 5px;\n",
-        "    overflow: visible;\n",
-        "}\n",
-        "\n",
-        ".container_AC::before {\n",
-        "    position: absolute;\n",
-        "    top: 5px;\n",
-        "    right: 10px;\n",
-        "    content: \"AutoCleanerV3.6\";\n",
-        "    font-weight: bold;\n",
-        "    font-size: 24px;\n",
-        "    color: rgba(0, 0, 0, 0.2);\n",
-        "}\n",
-        "\n",
-        ".container_AC::after {\n",
-        "    position: absolute;\n",
-        "    top: 30px;\n",
-        "    right: 10px;\n",
-        "    content: \"ANXETY\";\n",
-        "    font-weight: bold;\n",
-        "    font-size: 18px;\n",
-        "    color: rgba(0, 0, 0, 0.2);\n",
-        "}\n",
-        "\n",
-        ".custom-select-multiple_AC select {\n",
-        "    padding: 10px;\n",
-        "    font-family: cursive;\n",
-        "    border: 1px solid #262626 !important;\n",
-        "    border-radius: 10px;\n",
-        "    color: white;\n",
-        "    background-color: #1c1c1c;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "}\n",
-        "\n",
-        ".output_AC {\n",
-        "    padding: 10px;\n",
-        "    height: auto;\n",
-        "    border: 1px solid #262626;\n",
-        "    border-radius: 10px;\n",
-        "    background-color: #1c1c1c;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "    width: auto;\n",
-        "    box-sizing: border-box;\n",
-        "}\n",
-        "\n",
-        ".output_message_AC {\n",
-        "    font-family: cursive;\n",
-        "    color: white !important;\n",
-        "    font-size: 14px;\n",
-        "    user-select: none;\n",
-        "    cursor: default\n",
-        "}\n",
-        "\n",
-        "\n",
-        ".storage_info_AC {\n",
-        "    padding: 5px 20px;\n",
-        "    height: auto;\n",
-        "    border: 1px solid #262626;\n",
-        "    border-radius: 10px;\n",
-        "    background-color: #1c1c1c;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "    width: auto;\n",
-        "    font-family: cursive;\n",
-        "    color: #B2B2B2 !important;\n",
-        "    font-size: 14px;\n",
-        "    user-select: none;\n",
-        "    cursor: default\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Button and storage info layout */\n",
-        ".lower_information_panel_AC {\n",
-        "    display: flex;\n",
-        "    align-items: center;\n",
-        "    justify-content: space-between;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Button style */\n",
-        "\n",
-        ".button_AC {\n",
-        "    width: auto;\n",
-        "    font-family: cursive;\n",
-        "    color: white !important;\n",
-        "    font-size: 14px;\n",
-        "    font-weight: bold;\n",
-        "    height: 35px;\n",
-        "    border-radius: 15px;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: left bottom;\n",
-        "    transition: background 0.5s ease-in-out, transform 0.3s ease;\n",
-        "}\n",
-        "\n",
-        ".button_AC:hover {\n",
-        "    cursor: pointer;\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: right bottom;\n",
-        "    transform: translateY(1px);\n",
-        "}\n",
-        "\n",
-        ".button_execute_AC:hover {\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, #93ac47 90%);\n",
-        "}\n",
-        "\n",
-        ".button_clear_AC:hover {\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, #fc3468 90%);\n",
-        "}\n",
-        "\n",
-        ".button_execute_AC:active,\n",
-        ".button_clear_AC:active {\n",
-        "    filter: brightness(0.75);\n",
-        "}\n",
-        "\n",
-        ".jupyter-widgets.lm-Widget:focus {\n",
-        "    outline: none;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Animation of elements */\n",
-        "\n",
-        "/* Emergence */\n",
-        ".container_AC {\n",
-        "    animation-name: slideInTopBlur;\n",
-        "    animation-duration: 0.7s;\n",
-        "    animation-fill-mode: forwards;\n",
-        "}\n",
-        "\n",
-        "@keyframes slideInTopBlur {\n",
-        "    0% {\n",
-        "        transform: translate3d(0, 50%, 0) scale(0.85) rotate3d(1, 0, 0, -85deg);\n",
-        "        filter: blur(5px) grayscale(1) brightness(0.5);\n",
-        "        opacity: 0;\n",
-        "    }\n",
-        "    100% {\n",
-        "        transform: translate3d(0, 0, 0) scale(1) rotate3d(1, 0, 0, 0deg);\n",
-        "        filter: blur(0) grayscale(0) brightness(1);\n",
-        "        opacity: 1;\n",
-        "    }\n",
-        "}\n",
-        "\n",
-        "/* Leaving */\n",
-        ".container_AC.hide {\n",
-        "    animation-name: slideOutTopBlur;\n",
-        "    animation-duration: 0.5s;\n",
-        "    animation-fill-mode: forwards;\n",
-        "}\n",
-        "\n",
-        "@keyframes slideOutTopBlur {\n",
-        "    0% {\n",
-        "        transform: translate3d(0, 0, 0) scale(1);\n",
-        "        filter: blur(0) grayscale(0) brightness(1);\n",
-        "        opacity: 1;\n",
-        "    }\n",
-        "    100% {\n",
-        "        transform: translate3d(0, -100%, 0);\n",
-        "        filter: blur(5px) grayscale(1) brightness(0);\n",
-        "        opacity: 0;\n",
-        "    }\n",
-        "}\n",
-        "</style>\n",
-        "\"\"\"\n",
-        "\n",
-        "display(HTML(CSS))\n",
-        "# ==================== CSS ====================\n",
-        "\n",
-        "\n",
-        "# ================ AutoCleaner function ================\n",
-        "def clean_directory(directory):\n",
-        "    deleted_files = 0\n",
-        "    for root, dirs, files in os.walk(directory):\n",
-        "        for file in files:\n",
-        "            if file.endswith(\".txt\"):\n",
-        "                continue\n",
-        "            os.remove(os.path.join(root, file))\n",
-        "            if not file.endswith(\".yaml\"):\n",
-        "                deleted_files += 1\n",
-        "    return deleted_files\n",
-        "\n",
-        "\n",
-        "def get_word_variant(n, variants):\n",
-        "    unit = abs(n) % 10\n",
-        "    tens = abs(n) % 100\n",
-        "    if tens in range(11, 15):\n",
-        "        return variants[2]\n",
-        "    elif unit == 1:\n",
-        "        return variants[0]\n",
-        "    elif unit in range(2, 5):\n",
-        "        return variants[1]\n",
-        "    else:\n",
-        "        return variants[2]\n",
-        "\n",
-        "\n",
-        "def update_memory_info():\n",
-        "    disk_space = psutil.disk_usage(os.getcwd())\n",
-        "    total = disk_space.total / (1024 ** 3)\n",
-        "    used = disk_space.used / (1024 ** 3)\n",
-        "    free = disk_space.free / (1024 ** 3)\n",
-        "\n",
-        "    storage_info.value = f'''\n",
-        "    <div class=\"storage_info_AC\">Total storage: {total:.2f} GB <span style=\"color: #555\">|</span> Used: {used:.2f} GB <span style=\"color: #555\">|</span> Free: {free:.2f} GB</div>\n",
-        "    '''\n",
-        "\n",
-        "\n",
-        "def on_execute_button_press(button):\n",
-        "    selected_cleaners = auto_cleaner_widget.value\n",
-        "    deleted_files_dict = {}\n",
-        "\n",
-        "    for option in selected_cleaners:\n",
-        "        if option in directories:\n",
-        "            deleted_files_dict[option] = clean_directory(directories[option])\n",
-        "\n",
-        "    output.clear_output()\n",
-        "\n",
-        "    with output:\n",
-        "        for message in generate_messages(deleted_files_dict):\n",
-        "            message_widget = HTML(f'<p class=\"output_message_AC\">{message}</p>')\n",
-        "            display(message_widget)\n",
-        "\n",
-        "    update_memory_info()\n",
-        "\n",
-        "\n",
-        "def on_clear_button_press(button):\n",
-        "    container.add_class(\"hide\")\n",
-        "    time.sleep(0.5)\n",
-        "    widgets.Widget.close_all()\n",
-        "\n",
-        "\n",
-        "def generate_messages(deleted_files_dict):\n",
-        "    messages = []\n",
-        "    word_variants = {\n",
-        "        \"Images\": [\"Image\", \"Images\", \"Images\"],\n",
-        "        \"Models\": [\"Model\", \"Models\", \"Models\"],\n",
-        "        \"Vae\": [\"VAE\", \"VAE\", \"VAE\"],\n",
-        "        \"LoRa\": [\"LoRa\", \"LoRa\", \"LoRa\"],\n",
-        "        \"ControlNet Models\": [\"ControlNet Model\", \"ControlNet Models\", \"ControlNet Models\"]\n",
-        "    }\n",
-        "    deleted_word_variants = [\"Deleted\", \"Deleted\", \"Deleted\"]\n",
-        "    for key, value in deleted_files_dict.items():\n",
-        "        word_variant = word_variants.get(key, [\"\", \"\", \"\"])\n",
-        "        deleted_word = get_word_variant(value, deleted_word_variants)\n",
-        "        object_word = get_word_variant(value, word_variant)\n",
-        "        messages.append(f\"{deleted_word} {value} {object_word}\")\n",
-        "    return messages\n",
-        "# ================ AutoCleaner function ================\n",
-        "\n",
-        "\n",
-        "# --- storage memory ---\n",
-        "import psutil\n",
-        "disk_space = psutil.disk_usage(os.getcwd())\n",
-        "total = disk_space.total / (1024 ** 3)\n",
-        "used = disk_space.used / (1024 ** 3)\n",
-        "free = disk_space.free / (1024 ** 3)\n",
-        "\n",
-        "\n",
-        "# UI Code\n",
-        "AutoCleaner_options = AutoCleaner_options = list(directories.keys())\n",
-        "instruction_label = widgets.HTML('''\n",
-        "<span class=\"instruction_AC\">Use <span style=\"color: #B2B2B2;\">ctrl</span> or <span style=\"color: #B2B2B2;\">shift</span> for multiple selections.</span>\n",
-        "''')\n",
-        "auto_cleaner_widget = widgets.SelectMultiple(options=AutoCleaner_options, layout=widgets.Layout(width='auto')).add_class(\"custom-select-multiple_AC\")\n",
-        "output = widgets.Output().add_class(\"output_AC\")\n",
-        "# ---\n",
-        "execute_button = Button(description='Execute Cleaning').add_class(\"button_execute_AC\").add_class(\"button_AC\")\n",
-        "execute_button.on_click(on_execute_button_press)\n",
-        "clear_button = Button(description='Hide Widget').add_class(\"button_clear_AC\").add_class(\"button_AC\")\n",
-        "clear_button.on_click(on_clear_button_press)\n",
-        "# ---\n",
-        "storage_info = widgets.HTML(f'''\n",
-        "<div class=\"storage_info_AC\">Total storage: {total:.2f} GB <span style=\"color: #555\">|</span> Used: {used:.2f} GB <span style=\"color: #555\">|</span> Free: {free:.2f} GB</div>\n",
-        "''')\n",
-        "# ---\n",
-        "buttons = widgets.HBox([execute_button, clear_button])\n",
-        "lower_information_panel = widgets.HBox([buttons, storage_info]).add_class(\"lower_information_panel_AC\")\n",
-        "\n",
-        "container = VBox([instruction_label, widgets.HTML('<hr>'), auto_cleaner_widget, output, widgets.HTML('<hr>'), lower_information_panel]).add_class(\"container_AC\")\n",
-        "\n",
-        "display(container)"
-      ],
-      "metadata": {
-        "id": "I22dFg7F2j3G"
-      },
-      "execution_count": null,
-      "outputs": []
-    }
-  ]
-}

sagemaker/files_cells/notebooks/en/downloading_en.ipynb

@@ -1,594 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "provenance": []
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "code",
-      "source": [
-        "##~   DOWNLOADING CODE | BY: ANXETY   ~##\n",
-        "\n",
-        "import os\n",
-        "import re\n",
-        "import time\n",
-        "import json\n",
-        "import requests\n",
-        "import subprocess\n",
-        "from datetime import timedelta\n",
-        "from subprocess import getoutput\n",
-        "from urllib.parse import unquote\n",
-        "from IPython.utils import capture\n",
-        "from IPython.display import clear_output\n",
-        "\n",
-        "\n",
-        "#  ================= DETECT ENV =================\n",
-        "def detect_environment():\n",
-        "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
-        "    environments = {\n",
-        "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
-        "    }\n",
-        "\n",
-        "    for env_var, (environment, path) in environments.items():\n",
-        "        if env_var in os.environ:\n",
-        "            return environment, path, free_plan\n",
-        "\n",
-        "env, root_path, free_plan = detect_environment()\n",
-        "webui_path = f\"{root_path}/sdw\"\n",
-        "#  ----------------------------------------------\n",
-        "\n",
-        "\n",
-        "# === ONLY SAGEMAKER ===\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    print(\"Updating dependencies, may take some time...\")\n",
-        "    !pip install -q --upgrade torchsde\n",
-        "    !pip install -q --upgrade pip\n",
-        "    !pip install -q --upgrade psutil\n",
-        "\n",
-        "    clear_output()\n",
-        "\n",
-        "\n",
-        "# ================ LIBRARIES ================\n",
-        "flag_file = f\"{root_path}/libraries_installed.txt\"\n",
-        "\n",
-        "if not os.path.exists(flag_file):\n",
-        "    # automatic1111 update webui to 1.8.0\n",
-        "    xformers = \"xformers==0.0.23.post1 triton==2.1.0\"\n",
-        "    torch = \"torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121\"\n",
-        "\n",
-        "    print(\"💿 Installing the libraries, it's going to take a while...\", end='')\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !pip install -U gdown\n",
-        "        !apt-get update && apt -y install aria2\n",
-        "        !npm install -g localtunnel &> /dev/null\n",
-        "        !curl -s -OL https://github.com/DEX-1101/sd-webui-notebook/raw/main/res/new_tunnel --output-dir {root_path}\n",
-        "        !curl -s -Lo /usr/bin/cl https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64 && chmod +x /usr/bin/cl\n",
-        "        !pip install insightface\n",
-        "        !curl -sLO https://github.com/openziti/zrok/releases/download/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && tar -xzf zrok_0.4.23_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.23_linux_amd64.tar.gz\n",
-        "\n",
-        "        if env == \"SageMaker Studio Lab\":\n",
-        "            %pip install -q opencv-python-headless huggingface-hub\n",
-        "            %conda update -q -n base conda\n",
-        "            %conda install -q -y aria2\n",
-        "            %conda install -q -y glib\n",
-        "            !pip install tensorflow\n",
-        "\n",
-        "            !wget -P /home/studio-lab-user https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/FULL_DELETED_NOTEBOOK.ipynb\n",
-        "\n",
-        "        if env == \"Google Colab\":\n",
-        "            !pip install xformers==0.0.25 --no-deps\n",
-        "        else:\n",
-        "            !pip install -q {torch} -U\n",
-        "            !pip install -q {xformers} -U\n",
-        "\n",
-        "        with open(flag_file, \"w\") as f:\n",
-        "            f.write(\"hey ;3\")\n",
-        "    del cap\n",
-        "    print(\"\\r🍪 Libraries are installed!\" + \" \"*35)\n",
-        "    time.sleep(2)\n",
-        "    clear_output()\n",
-        "\n",
-        "\n",
-        "# ================= loading settings V4 =================\n",
-        "def load_settings(path):\n",
-        "    if os.path.exists(path):\n",
-        "        with open(path, 'r') as file:\n",
-        "            return json.load(file)\n",
-        "    return {}\n",
-        "\n",
-        "settings = load_settings(f'{root_path}/settings.json')\n",
-        "\n",
-        "variables = [\n",
-        "    'Model', 'Model_Num', 'Inpainting_Model',\n",
-        "    'Vae', 'Vae_Num',\n",
-        "    'latest_webui', 'latest_exstensions', 'detailed_download',\n",
-        "    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',\n",
-        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
-        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'\n",
-        "]\n",
-        "\n",
-        "locals().update({key: settings.get(key) for key in variables})\n",
-        "\n",
-        "\n",
-        "# ================= OTHER =================\n",
-        "try:\n",
-        "    start_colab\n",
-        "except:\n",
-        "    start_colab = int(time.time())-5\n",
-        "\n",
-        "# CONFIG DIR\n",
-        "models_dir = f\"{webui_path}/models/Stable-diffusion\"\n",
-        "vaes_dir = f\"{webui_path}/models/VAE\"\n",
-        "embeddings_dir = f\"{webui_path}/embeddings\"\n",
-        "loras_dir = f\"{webui_path}/models/Lora\"\n",
-        "extensions_dir = f\"{webui_path}/extensions\"\n",
-        "control_dir = f\"{webui_path}/models/ControlNet\"\n",
-        "\n",
-        "\n",
-        "# ================= MAIN CODE =================\n",
-        "# --- Obsolescence warning ---\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    print(\"You are using the 'SageMaker' environment - this environment is outdated so many bugs will not be fixed and it will be cut in functionality. To save memory and/or to avoid bugs.\\n\\n\")\n",
-        "\n",
-        "\n",
-        "if not os.path.exists(webui_path):\n",
-        "    start_install = int(time.time())\n",
-        "    print(\"⌚ Unpacking Stable Diffusion...\", end='')\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip -o repo.zip\n",
-        "        !unzip -q -o repo.zip -d {webui_path}\n",
-        "        !rm -rf repo.zip\n",
-        "\n",
-        "        %cd {root_path}\n",
-        "        os.environ[\"SAFETENSORS_FAST_GPU\"]='1'\n",
-        "        os.environ[\"CUDA_MODULE_LOADING\"]=\"LAZY\"\n",
-        "        os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\"\n",
-        "        os.environ[\"PYTHONWARNINGS\"] = \"ignore\"\n",
-        "\n",
-        "        !echo -n {start_colab} > {webui_path}/static/colabTimer.txt\n",
-        "    del cap\n",
-        "    install_time = timedelta(seconds=time.time()-start_install)\n",
-        "    print(\"\\r🚀 Unpacking is complete! For\",\"%02d:%02d:%02d ⚡\\n\" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)\n",
-        "else:\n",
-        "    if env == \"SageMaker Studio Lab\":\n",
-        "        !echo -n {start_colab} > {webui_path}/static/colabTimer.txt\n",
-        "    print(\"🚀 All unpacked... Skip. ⚡\")\n",
-        "    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "    print(f\"⌚️ You have been conducting this session for - \\033[33m{time_since_start}\\033[0m\")\n",
-        "\n",
-        "\n",
-        "## Changes extensions and WebUi\n",
-        "if latest_webui or latest_exstensions:\n",
-        "    action = \"Updating WebUI and Extensions\" if latest_webui and latest_exstensions else (\"WebUI Update\" if latest_webui else \"Update Extensions\")\n",
-        "    print(f\"⌚️ {action}...\", end='', flush=True)\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !git config --global user.email \"[email protected]\"\n",
-        "        !git config --global user.name \"Your Name\"\n",
-        "\n",
-        "        ## Update Webui\n",
-        "        if latest_webui:\n",
-        "            %cd {webui_path}\n",
-        "            !git restore .\n",
-        "            !git pull -X theirs --rebase --autostash\n",
-        "\n",
-        "        ## Update extensions\n",
-        "        if latest_exstensions:\n",
-        "            if env != \"SageMaker Studio Lab\":\n",
-        "                !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
-        "            else:\n",
-        "                !{'for dir in /home/studio-lab-user/content/sdw/extensions/*/; do cd \\\"$dir\\\" && git fetch origin && git pull; done'}\n",
-        "\n",
-        "        # My Chinese friend, you broke the images again in the latest update... >W<'\n",
-        "        %cd {webui_path}/extensions/Encrypt-Image\n",
-        "        !git reset --hard 376358d8854472b9ea50e9fc8800367d1ca51137 # stable commit :3\n",
-        "\n",
-        "        !cd {webui_path}/repositories/stable-diffusion-stability-ai && git restore .\n",
-        "    del cap\n",
-        "    print(f\"\\r✨ {action} Completed!\")\n",
-        "\n",
-        "\n",
-        "# === FIXING ERRORS ===\n",
-        "# --- Encrypt-Image ---\n",
-        "!sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js\n",
-        "\n",
-        "# --- SageMaker ---\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    with capture.capture_output() as cap:\n",
-        "        # --- SuperMerger Remove ---\n",
-        "        if os.path.exists(f\"{webui_path}/extensions/supermerger\"):\n",
-        "            !rm -rf {webui_path}/extensions/supermerger\n",
-        "        # --- Launch (Style) ---\n",
-        "        !wget -O {webui_path}/modules/styles.py https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/fixing/webui/styles.py\n",
-        "    del cap\n",
-        "\n",
-        "\n",
-        "## Version switching\n",
-        "if commit_hash:\n",
-        "    print('⏳ Time machine activation...', end=\"\", flush=True)\n",
-        "    with capture.capture_output() as cap:\n",
-        "        %cd {webui_path}\n",
-        "        !git config --global user.email \"[email protected]\"\n",
-        "        !git config --global user.name \"Your Name\"\n",
-        "        !git reset --hard {commit_hash}\n",
-        "    del cap\n",
-        "    print(f\"\\r⌛️ The time machine has been activated! Current commit: \\033[34m{commit_hash}\\033[0m\")\n",
-        "\n",
-        "\n",
-        "## Downloading model and stuff | oh yeah~ I'm starting to misunderstand my own code ( almost my own ;3 )\n",
-        "print(\"📦 Downloading models and stuff...\", end='')\n",
-        "model_list = {\n",
-        "    \"1.Anime (by XpucT) + INP\": [\n",
-        "        {\"url\": \"https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2.safetensors\", \"name\": \"Anime_v2.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2-inpainting.safetensors\", \"name\": \"Anime_v2-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"2.BluMix [Anime] [V7]\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/361779\", \"name\": \"BluMix_v7.safetensors\"}\n",
-        "    ],\n",
-        "    \"3.Cetus-Mix [Anime] [V4] + INP\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/130298\", \"name\": \"CetusMix_V4.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/139882\", \"name\": \"CetusMix_V4-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"4.Counterfeit [Anime] [V3] + INP\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/125050\", \"name\": \"Counterfeit_V3.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/137911\", \"name\": \"Counterfeit_V3-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"5.CuteColor [Anime] [V3]\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/138754\", \"name\": \"CuteColor_V3.safetensors\"}\n",
-        "    ],\n",
-        "    \"6.Dark-Sushi-Mix [Anime]\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/101640\", \"name\": \"DarkSushiMix_2_5D.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/56071\", \"name\": \"DarkSushiMix_colorful.safetensors\"}\n",
-        "    ],\n",
-        "    \"7.Deliberate [Realism] [V6] + INP\": [\n",
-        "        {\"url\": \"https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6.safetensors\", \"name\": \"Deliberate_v6.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6-inpainting.safetensors\", \"name\": \"Deliberate_v6-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"8.Meina-Mix [Anime] [V11] + INP\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/119057\", \"name\": \"MeinaMix_V11.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/120702\", \"name\": \"MeinaMix_V11-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"9.Mix-Pro [Anime] [V4] + INP\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/125668\", \"name\": \"MixPro_V4.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/139878\", \"name\": \"MixPro_V4-inpainting.safetensors\"}\n",
-        "    ]\n",
-        "}\n",
-        "\n",
-        "# 1-4 (fp16/cleaned)\n",
-        "vae_list = {\n",
-        "    \"1.Anime.vae\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/131654\", \"name\": \"Anime.vae.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/131658\", \"name\": \"vae-ft-mse.vae.safetensors\"}\n",
-        "    ],\n",
-        "    \"2.Anything.vae\": [{\"url\": \"https://civitai.com/api/download/models/131656\", \"name\": \"Anything.vae.safetensors\"}],\n",
-        "    \"3.Blessed2.vae\": [{\"url\": \"https://civitai.com/api/download/models/142467\", \"name\": \"Blessed2.vae.safetensors\"}],\n",
-        "    \"4.ClearVae.vae\": [{\"url\": \"https://civitai.com/api/download/models/133362\", \"name\": \"ClearVae_23.vae.safetensors\"}],\n",
-        "    \"5.WD.vae\": [{\"url\": \"https://huggingface.co/NoCrypt/resources/resolve/main/VAE/wd.vae.safetensors\", \"name\": \"WD.vae.safetensors\"}]\n",
-        "}\n",
-        "\n",
-        "controlnet_list = {\n",
-        "    \"1.canny\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny_fp16.safetensors\", \"name\": \"control_v11p_sd15_canny_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_canny_fp16.yaml\", \"name\": \"control_v11p_sd15_canny_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"2.openpose\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose_fp16.safetensors\", \"name\": \"control_v11p_sd15_openpose_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_openpose_fp16.yaml\", \"name\": \"control_v11p_sd15_openpose_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"3.depth\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors\", \"name\": \"control_v11f1p_sd15_depth_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1p_sd15_depth_fp16.yaml\", \"name\": \"control_v11f1p_sd15_depth_fp16.yaml\"},\n",
-        "        {\"url\": \"https://huggingface.co/NagisaNao/models/resolve/main/ControlNet_v11/control_v11p_sd15_depth_anything_fp16.safetensors\", \"name\": \"control_v11p_sd15_depth_anything_fp16.safetensors\"}\n",
-        "    ],\n",
-        "    \"4.normal_map\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors\", \"name\": \"control_v11p_sd15_normalbae_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_normalbae_fp16.yaml\", \"name\": \"control_v11p_sd15_normalbae_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"5.mlsd\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors\", \"name\": \"control_v11p_sd15_mlsd_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_mlsd_fp16.yaml\", \"name\": \"control_v11p_sd15_mlsd_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"6.lineart\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart_fp16.safetensors\", \"name\": \"control_v11p_sd15_lineart_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors\", \"name\": \"control_v11p_sd15s2_lineart_anime_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_lineart_fp16.yaml\", \"name\": \"control_v11p_sd15_lineart_fp16.yaml\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15s2_lineart_anime_fp16.yaml\", \"name\": \"control_v11p_sd15s2_lineart_anime_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"7.soft_edge\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge_fp16.safetensors\", \"name\": \"control_v11p_sd15_softedge_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_softedge_fp16.yaml\", \"name\": \"control_v11p_sd15_softedge_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"8.scribble\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble_fp16.safetensors\", \"name\": \"control_v11p_sd15_scribble_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_scribble_fp16.yaml\", \"name\": \"control_v11p_sd15_scribble_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"9.segmentation\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg_fp16.safetensors\", \"name\": \"control_v11p_sd15_seg_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_seg_fp16.yaml\", \"name\": \"control_v11p_sd15_seg_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"10.shuffle\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors\", \"name\": \"control_v11e_sd15_shuffle_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_shuffle_fp16.yaml\", \"name\": \"control_v11e_sd15_shuffle_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"11.tile\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile_fp16.safetensors\", \"name\": \"control_v11f1e_sd15_tile_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1e_sd15_tile_fp16.yaml\", \"name\": \"control_v11f1e_sd15_tile_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"12.inpaint\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors\", \"name\": \"control_v11p_sd15_inpaint_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_inpaint_fp16.yaml\", \"name\": \"control_v11p_sd15_inpaint_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"13.instruct_p2p\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors\", \"name\": \"control_v11e_sd15_ip2p_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_ip2p_fp16.yaml\", \"name\": \"control_v11e_sd15_ip2p_fp16.yaml\"}\n",
-        "    ]\n",
-        "}\n",
-        "\n",
-        "extension_repo = []\n",
-        "prefixes = {\n",
-        "    # It's complicated, but supplementing has become easier\n",
-        "    \"model\": [models_dir, \"Model_url\"],\n",
-        "    \"vae\": [vaes_dir, \"Vae_url\"],\n",
-        "    \"lora\": [loras_dir, \"LoRA_url\"],\n",
-        "    \"embed\": [embeddings_dir, \"Embedding_url\"],\n",
-        "    \"extension\": [extensions_dir, \"Extensions_url\"],\n",
-        "    \"control\": [control_dir, \"ControlNet_url\"]\n",
-        "}\n",
-        "\n",
-        "!mkdir -p {models_dir} {vaes_dir} {loras_dir} {embeddings_dir} {extensions_dir} {control_dir}\n",
-        "\n",
-        "url = \"\"\n",
-        "ControlNet_url = \"\"\n",
-        "hf_token = optional_huggingface_token if optional_huggingface_token else \"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\"\n",
-        "user_header = f\"\\\"Authorization: Bearer {hf_token}\\\"\"\n",
-        "\n",
-        "''' main download code '''\n",
-        "\n",
-        "def handle_manual(url):\n",
-        "    original_url = url\n",
-        "    url = url.split(':', 1)[1]\n",
-        "    file_name = re.search(r'\\[(.*?)\\]', url)\n",
-        "    file_name = file_name.group(1) if file_name else None\n",
-        "    if file_name:\n",
-        "        url = re.sub(r'\\[.*?\\]', '', url)\n",
-        "\n",
-        "    for prefix, (dir, _) in prefixes.items():\n",
-        "        if original_url.startswith(f\"{prefix}:\"):\n",
-        "            if prefix != \"extension\":\n",
-        "                manual_download(url, dir, file_name=file_name)\n",
-        "            else:\n",
-        "                extension_repo.append((url, file_name))\n",
-        "\n",
-        "def manual_download(url, dst_dir, file_name):\n",
-        "    basename = url.split(\"/\")[-1] if file_name is None else file_name\n",
-        "    header_option = f\"--header={user_header}\"\n",
-        "\n",
-        "    print(\"\\033[32m---\"*45 + f\"\\n\\033[33mURL: \\033[34m{url}\\n\\033[33mSAVE DIR: \\033[34m{dst_dir}\\n\\033[33mFILE NAME: \\033[34m{file_name}\\033[32m\\n~~~\\033[0m\")\n",
-        "\n",
-        "    # I do it at my own risk..... Fucking CivitAi >:(\n",
-        "    civitai_token = \"62c0c5956b2f9defbd844d754000180b\"\n",
-        "    if 'civitai' in url and civitai_token:\n",
-        "        url = f\"{url}?token={civitai_token}\"\n",
-        "\n",
-        "    # -- GDrive --\n",
-        "    if 'drive.google' in url:\n",
-        "        if 'folders' in url:\n",
-        "            !gdown --folder \"{url}\" -O {dst_dir} --fuzzy -c\n",
-        "        else:\n",
-        "            if file_name:\n",
-        "               !gdown \"{url}\" -O {dst_dir}/{file_name} --fuzzy -c\n",
-        "            else:\n",
-        "               !gdown \"{url}\" -O {dst_dir} --fuzzy -c\n",
-        "    # -- Huggin Face --\n",
-        "    elif 'huggingface' in url:\n",
-        "        if '/blob/' in url:\n",
-        "            url = url.replace('/blob/', '/resolve/')\n",
-        "        if file_name:\n",
-        "            !aria2c {header_option} --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -c -j5 -x16 -s16 -k1M -d {dst_dir} -o {basename} {url}\n",
-        "        else:\n",
-        "            parsed_link = f'\\n{url}\\n\\tout={unquote(url.split(\"/\")[-1])}'\n",
-        "            !echo -e \"{parsed_link}\" | aria2c {header_option} --console-log-level=error --summary-interval=10 -i- -j5 -x16 -s16 -k1M -c -d \"{dst_dir}\" -o {basename}\n",
-        "    # -- Other --\n",
-        "    elif 'http' in url or 'magnet' in url:\n",
-        "        if file_name:\n",
-        "            !aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -o {file_name} {url}\n",
-        "        else:\n",
-        "            parsed_link = '\"{}\"'.format(url)\n",
-        "            !aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -Z {parsed_link}\n",
-        "\n",
-        "def download(url):\n",
-        "    links_and_paths = url.split(',')\n",
-        "\n",
-        "    for link_or_path in links_and_paths:\n",
-        "        link_or_path = link_or_path.strip()\n",
-        "        if not link_or_path:\n",
-        "            continue\n",
-        "        if any(link_or_path.startswith(prefix.lower()) for prefix in prefixes):\n",
-        "            handle_manual(link_or_path)\n",
-        "            continue\n",
-        "\n",
-        "        url, dst_dir, file_name = link_or_path.split()\n",
-        "        manual_download(url, dst_dir, file_name)\n",
-        "\n",
-        "''' submodels - added urls '''\n",
-        "\n",
-        "submodels = []\n",
-        "\n",
-        "def add_submodels(selection, num_selection, model_dict, dst_dir):\n",
-        "    if selection == \"none\":\n",
-        "        return []\n",
-        "    if selection == \"ALL\":\n",
-        "        all_models = []\n",
-        "        for models in model_dict.values():\n",
-        "            all_models.extend(models)\n",
-        "        selected_models = all_models\n",
-        "    else:\n",
-        "        selected_models = model_dict[selection]\n",
-        "        selected_nums = map(int, num_selection.replace(',', '').split())\n",
-        "\n",
-        "        for num in selected_nums:\n",
-        "            if 1 <= num <= len(model_dict):\n",
-        "                name = list(model_dict)[num - 1]\n",
-        "                selected_models.extend(model_dict[name])\n",
-        "\n",
-        "    unique_models = list({model['name']: model for model in selected_models}.values())\n",
-        "\n",
-        "    for model in unique_models:\n",
-        "        model['dst_dir'] = dst_dir\n",
-        "\n",
-        "    return unique_models\n",
-        "\n",
-        "submodels += add_submodels(Model, Model_Num, model_list, models_dir)                                                   # model\n",
-        "submodels += add_submodels(Vae, Vae_Num, vae_list, vaes_dir)                                                           # vae\n",
-        "submodels += add_submodels(controlnet, \"\" if controlnet == \"ALL\" else controlnet_Num, controlnet_list, control_dir)    # controlnet\n",
-        "\n",
-        "for submodel in submodels:\n",
-        "    if not Inpainting_Model and \"inpainting\" in submodel['name']:\n",
-        "        continue\n",
-        "    url += f\"{submodel['url']} {submodel['dst_dir']} {submodel['name']}, \"\n",
-        "\n",
-        "''' file.txt - added urls '''\n",
-        "\n",
-        "unique_urls = []\n",
-        "\n",
-        "def process_file_download(file_url):\n",
-        "    if file_url.startswith(\"http\"):\n",
-        "        if \"blob\" in file_url:\n",
-        "            file_url = file_url.replace(\"blob\", \"raw\")\n",
-        "        response = requests.get(file_url)\n",
-        "        lines = response.text.split('\\n')\n",
-        "    else:\n",
-        "        with open(file_url, 'r') as file:\n",
-        "            lines = file.readlines()\n",
-        "\n",
-        "    current_tag = None\n",
-        "    for line in lines:\n",
-        "        if any(f'# {tag}' in line.lower() for tag in prefixes):\n",
-        "            current_tag = next((tag for tag in prefixes if tag in line.lower()))\n",
-        "\n",
-        "        urls = [url.strip() for url in line.split(',')]\n",
-        "        for url in urls:\n",
-        "            if url.startswith(\"http\") and url not in unique_urls:\n",
-        "                globals()[prefixes[current_tag][1]] += \", \" + url\n",
-        "                unique_urls.append(url)\n",
-        "\n",
-        "# fix all possible errors/options and function call\n",
-        "if custom_file_urls:\n",
-        "    for custom_file_url in custom_file_urls.replace(',', '').split():\n",
-        "        if not custom_file_url.endswith('.txt'):\n",
-        "            custom_file_url += '.txt'\n",
-        "        if not custom_file_url.startswith('http'):\n",
-        "            if not custom_file_url.startswith(root_path):\n",
-        "                custom_file_url = f'{root_path}/{custom_file_url}'\n",
-        "\n",
-        "        try:\n",
-        "            process_file_download(custom_file_url)\n",
-        "        except FileNotFoundError:\n",
-        "            pass\n",
-        "\n",
-        "# url prefixing\n",
-        "urls = [globals()[urls[1]] for urls in prefixes.values()]\n",
-        "for i, prefix in enumerate(prefixes):\n",
-        "    if urls[i]:\n",
-        "        prefixed_urls = [f\"{prefix}:{url}\" for url in urls[i].replace(',', '').split()]\n",
-        "        if prefixed_urls:\n",
-        "            url += \", \".join(prefixed_urls) + \", \"\n",
-        "\n",
-        "if detailed_download == \"on\":\n",
-        "    print(\"\\n\\n\\033[33m# ====== Detailed Download ====== #\\n\\033[0m\")\n",
-        "    download(url)\n",
-        "    print(\"\\n\\033[33m# =============================== #\\n\\033[0m\")\n",
-        "else:\n",
-        "    with capture.capture_output() as cap:\n",
-        "        download(url)\n",
-        "    del cap\n",
-        "\n",
-        "print(\"\\r🏁 Download Complete!\" + \" \"*15)\n",
-        "\n",
-        "\n",
-        "# Cleaning shit after downloading...\n",
-        "!find {webui_path} \\( -type d \\( -name \".ipynb_checkpoints\" -o -name \".aria2\" \\) -o -type f -name \"*.aria2\" \\) -exec rm -r {{}} \\; >/dev/null 2>&1\n",
-        "\n",
-        "\n",
-        "## Install of Custom extensions\n",
-        "if len(extension_repo) > 0:\n",
-        "    print(\"✨ Installing custom extensions...\", end='', flush=True)\n",
-        "    with capture.capture_output() as cap:\n",
-        "        for repo, repo_name in extension_repo:\n",
-        "            if not repo_name:\n",
-        "                repo_name = repo.split('/')[-1]\n",
-        "            !cd {extensions_dir} \\\n",
-        "                && git clone {repo} {repo_name} \\\n",
-        "                && cd {repo_name} \\\n",
-        "                && git fetch\n",
-        "    del cap\n",
-        "    print(f\"\\r📦 Installed '{len(extension_repo)}', Custom extensions!\")\n",
-        "\n",
-        "\n",
-        "## List Models and stuff\n",
-        "if detailed_download == \"off\":\n",
-        "    print(\"\\n\\n\\033[33mIf you don't see any downloaded files, enable the 'Detailed Downloads' feature in the widget.\")\n",
-        "\n",
-        "if any(not file.endswith('.txt') for file in os.listdir(models_dir)):\n",
-        "    print(\"\\n\\033[33m➤ Models\\033[0m\")\n",
-        "    !find {models_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'\n",
-        "if any(not file.endswith('.txt') for file in os.listdir(vaes_dir)):\n",
-        "    print(\"\\n\\033[33m➤ VAEs\\033[0m\")\n",
-        "    !find {vaes_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'\n",
-        "if any(not file.endswith('.txt') and not os.path.isdir(os.path.join(embeddings_dir, file)) for file in os.listdir(embeddings_dir)):\n",
-        "    print(\"\\n\\033[33m➤ Embeddings\\033[0m\")\n",
-        "    !find {embeddings_dir}/ -mindepth 1 -maxdepth 1 \\( -name '*.pt' -or -name '*.safetensors' \\) -printf '%f\\n'\n",
-        "if any(not file.endswith('.txt') for file in os.listdir(loras_dir)):\n",
-        "    print(\"\\n\\033[33m➤ LoRAs\\033[0m\")\n",
-        "    !find {loras_dir}/ -mindepth 1 ! -name '*.keep' -printf '%f\\n'\n",
-        "print(f\"\\n\\033[33m➤ Extensions\\033[0m\")\n",
-        "!find {extensions_dir}/ -mindepth 1 -maxdepth 1 ! -name '*.txt' -printf '%f\\n'\n",
-        "if any(not file.endswith(('.txt', '.yaml')) for file in os.listdir(control_dir)):\n",
-        "    print(\"\\n\\033[33m➤ ControlNet\\033[0m\")\n",
-        "    !find {control_dir}/ -mindepth 1 ! -name '*.yaml' -printf '%f\\n' | sed 's/^[^_]*_[^_]*_[^_]*_\\(.*\\)_fp16\\.safetensors$/\\1/'\n",
-        "\n",
-        "\n",
-        "# === OTHER ===\n",
-        "# Downlaod discord tags UmiWildcards\n",
-        "files_umi = [\n",
-        "    \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/200_pan_gen.txt\",\n",
-        "    \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/150_bra_gen.txt\"\n",
-        "]\n",
-        "save_dir_path = f\"{webui_path}/extensions/Umi-AI-Wildcards/wildcards/discord\"\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "    for file in files_umi:\n",
-        "        !aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {save_dir_path} {file}\n",
-        "del cap\n",
-        "\n",
-        "\n",
-        "# === ONLY SAGEMAKER ===\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !rm -rf /home/studio-lab-user/.conda/envs/studiolab-safemode\n",
-        "        !rm -rf /home/studio-lab-user/.conda/envs/sagemaker-distribution\n",
-        "        !rm -rf /home/studio-lab-user/.conda/pkgs/cache\n",
-        "        !pip cache purge\n",
-        "        !rm -rf ~/.cache\n",
-        "    del cap"
-      ],
-      "metadata": {
-        "id": "2lJmbqrs3Mu8"
-      },
-      "execution_count": null,
-      "outputs": []
-    }
-  ]
-}

sagemaker/files_cells/notebooks/en/launch_en.ipynb

@@ -1,134 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "provenance": []
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "JKTCrY9LU7Oq"
-      },
-      "outputs": [],
-      "source": [
-        "##~   LAUNCH CODE | BY: ANXETY   ~##\n",
-        "\n",
-        "import os\n",
-        "import re\n",
-        "import time\n",
-        "import json\n",
-        "import requests\n",
-        "from datetime import timedelta\n",
-        "\n",
-        "\n",
-        "#  ================= DETECT ENV =================\n",
-        "def detect_environment():\n",
-        "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
-        "    environments = {\n",
-        "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
-        "    }\n",
-        "\n",
-        "    for env_var, (environment, path) in environments.items():\n",
-        "        if env_var in os.environ:\n",
-        "            return environment, path, free_plan\n",
-        "\n",
-        "env, root_path, free_plan = detect_environment()\n",
-        "webui_path = f\"{root_path}/sdw\"\n",
-        "#  ----------------------------------------------\n",
-        "\n",
-        "def load_settings():\n",
-        "    SETTINGS_FILE = f'{root_path}/settings.json'\n",
-        "    if os.path.exists(SETTINGS_FILE):\n",
-        "        with open(SETTINGS_FILE, 'r') as f:\n",
-        "            settings = json.load(f)\n",
-        "        return settings\n",
-        "\n",
-        "settings = load_settings()\n",
-        "ngrok_token = settings['ngrok_token']\n",
-        "zrok_token = settings['zrok_token']\n",
-        "commandline_arguments = settings['commandline_arguments']\n",
-        "\n",
-        "\n",
-        "# ======================== TUNNEL ========================\n",
-        "if env != \"SageMaker Studio Lab\":\n",
-        "    import cloudpickle as pickle\n",
-        "\n",
-        "    def get_public_ip(version='ipv4'):\n",
-        "        try:\n",
-        "            url = f'https://api64.ipify.org?format=json&{version}=true'\n",
-        "            response = requests.get(url)\n",
-        "            data = response.json()\n",
-        "            public_ip = data['ip']\n",
-        "            return public_ip\n",
-        "        except Exception as e:\n",
-        "            print(f\"Error getting public {version} address:\", e)\n",
-        "\n",
-        "    public_ipv4 = get_public_ip(version='ipv4')\n",
-        "\n",
-        "    tunnel_class = pickle.load(open(f\"{root_path}/new_tunnel\", \"rb\"), encoding=\"utf-8\")\n",
-        "    tunnel_port= 1769\n",
-        "    tunnel = tunnel_class(tunnel_port)\n",
-        "    tunnel.add_tunnel(command=\"cl tunnel --url localhost:{port}\", name=\"cl\", pattern=re.compile(r\"[\\w-]+\\.trycloudflare\\.com\"))\n",
-        "    tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
-        "\n",
-        "    ''' add zrok tunnel '''\n",
-        "    if zrok_token:\n",
-        "        !zrok enable {zrok_token} &> /dev/null\n",
-        "        tunnel.add_tunnel(command=\"zrok share public http://localhost:{port}/ --headless\", name=\"zrok\", pattern=re.compile(r\"[\\w-]+\\.share\\.zrok\\.io\"))\n",
-        "# ======================== TUNNEL ========================\n",
-        "\n",
-        "\n",
-        "# automatic fixing path V2\n",
-        "!sed -i 's#\"tagger_hf_cache_dir\": \".*models/interrogators\"#\"tagger_hf_cache_dir\": \"{root_path}/sdw/models/interrogators\"#' {webui_path}/config.json\n",
-        "!sed -i 's#\"additional_networks_extra_lora_path\": \".*models/Lora/\"#\"additional_networks_extra_lora_path\": \"{root_path}/sdw/models/Lora/\"#' {webui_path}/config.json\n",
-        "# ---\n",
-        "!sed -i 's/\"sd_checkpoint_hash\": \".*\"/\"sd_checkpoint_hash\": \"\"/g; s/\"sd_model_checkpoint\": \".*\"/\"sd_model_checkpoint\": \"\"/g; s/\"sd_vae\": \".*\"/\"sd_vae\": \"None\"/g' {webui_path}/config.json\n",
-        "\n",
-        "\n",
-        "if env != \"SageMaker Studio Lab\":\n",
-        "    with tunnel:\n",
-        "        %cd {webui_path}\n",
-        "        commandline_arguments += f\" --port=1769\"\n",
-        "\n",
-        "        if ngrok_token:\n",
-        "            commandline_arguments += ' --ngrok ' + ngrok_token\n",
-        "        if env != \"Google Colab\":\n",
-        "            commandline_arguments += f\" --encrypt-pass=1769\"\n",
-        "\n",
-        "        !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
-        "\n",
-        "        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "        print(f\"\\n⌚️ \\033[0mYou have been conducting this session for - \\033[33m{time_since_start}\\033[0m\\n\\n\")\n",
-        "\n",
-        "else:\n",
-        "    if ngrok_token:\n",
-        "        %cd {webui_path}\n",
-        "\n",
-        "        commandline_arguments += ' --ngrok ' + ngrok_token\n",
-        "\n",
-        "        !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
-        "\n",
-        "        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "        print(f\"\\n⌚️ \\033[0mYou have been conducting this session for - \\033[33m{time_since_start}\\033[0m\\n\\n\")\n",
-        "\n",
-        "    else:\n",
-        "        print(\"Oops... I think you forgot to insert the token `ngrok`..... go back to widgets and insert it to start webui... no way without it :/\\nYou can get the token here:\\n\\nhttps://dashboard.ngrok.com/get-started/your-authtoken\")"
-      ]
-    }
-  ]
-}

sagemaker/files_cells/notebooks/en/widgets_en.ipynb

@@ -1,619 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "provenance": []
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "code",
-      "source": [
-        "##~   WIDGET CODE | BY: ANXETY   ~##\n",
-        "\n",
-        "import os\n",
-        "import json\n",
-        "import time\n",
-        "import ipywidgets as widgets\n",
-        "from ipywidgets import widgets, Layout, Label, Button, VBox, HBox\n",
-        "from IPython.display import display, HTML, Javascript, clear_output\n",
-        "\n",
-        "\n",
-        "#  ================= DETECT ENV =================\n",
-        "def detect_environment():\n",
-        "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
-        "    environments = {\n",
-        "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
-        "    }\n",
-        "\n",
-        "    for env_var, (environment, path) in environments.items():\n",
-        "        if env_var in os.environ:\n",
-        "            return environment, path, free_plan\n",
-        "\n",
-        "env, root_path, free_plan = detect_environment()\n",
-        "webui_path = f\"{root_path}/sdw\"\n",
-        "\n",
-        "!mkdir -p {root_path}\n",
-        "#  ----------------------------------------------\n",
-        "\n",
-        "\n",
-        "# ==================== CSS JS ====================\n",
-        "# custom background images (test)\n",
-        "import argparse\n",
-        "parser = argparse.ArgumentParser(description='This script processes an background image.')\n",
-        "parser.add_argument('-i', '--image', type=str, help='URL of the image to process', metavar='')\n",
-        "parser.add_argument('-o', '--opacity', type=float, help='Opacity level for the image, between 0 and 1', metavar='', default=0.3)\n",
-        "parser.add_argument('-b', '--blur', type=str, help='Blur level for the image', metavar='', default=0)\n",
-        "parser.add_argument('-y', type=int, help='Y coordinate for the image in px', metavar='', default=0)\n",
-        "parser.add_argument('-x', type=int, help='X coordinate for the image in px', metavar='', default=0)\n",
-        "parser.add_argument('-s', '--scale', type=int, help='Scale image in %%', metavar='', default=100)\n",
-        "parser.add_argument('-m', '--mode', type=str, help='Specify \"no-repeat\" so that the image pattern is not repeated.', metavar='', default='repeat')\n",
-        "parser.add_argument('-t', '--transparent', action='store_true', help='Flag to exclude z-index from CSS. Makes fields transparent')\n",
-        "args = parser.parse_args()\n",
-        "# ---\n",
-        "url_img, opacity_img, blur_img, y_img, x_img, scale_img, mode_img = args.image, args.opacity, args.blur, args.y, args.x, args.scale, args.mode\n",
-        "\n",
-        "# WTF COLAB - WHAT THE FUCK IS THE DIFFERENCE OF 40 PIXELS!?!?!?\n",
-        "fix_heigh_img = \"-780px\"\n",
-        "if env == \"Google Colab\": # betrayal..\n",
-        "    fix_heigh_img = \"-740px\"\n",
-        "\n",
-        "container_background = f'''\n",
-        "<style>\n",
-        ":root {{\n",
-        "  --img_background: url({url_img});\n",
-        "  --img_opacity: {opacity_img};\n",
-        "  --img_blur: {blur_img}px;\n",
-        "  --image_y: {y_img}px;\n",
-        "  --image_x: {x_img}px;\n",
-        "  --img_scale: {scale_img}%;\n",
-        "  --img_mode: {mode_img};\n",
-        "  --img_height_dif: {fix_heigh_img}\n",
-        "}}\n",
-        "\n",
-        ".widget-dropdown select,\n",
-        ".widget-text input[type=\"text\"] {{\n",
-        "    height: 30px;\n",
-        "    background-color: #1c1c1c;\n",
-        "    border: 1px solid #262626;\n",
-        "    border-radius: 10px;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "    transition: all 0.3s ease-in-out;\n",
-        "'''\n",
-        "\n",
-        "if not args.transparent:\n",
-        "    container_background += \"   z-index: 1;\\n</style>\\n\"\n",
-        "\n",
-        "display(HTML(container_background))\n",
-        "# ---\n",
-        "\n",
-        "CSS = '''\n",
-        "<style>\n",
-        "/* General Styles */\n",
-        ".header {\n",
-        "    font-family: cursive;\n",
-        "    font-size: 20px;\n",
-        "    font-weight: bold;\n",
-        "    color: #ff8cee;\n",
-        "    margin-bottom: 15px;\n",
-        "    user-select: none;\n",
-        "    cursor: default;\n",
-        "    display: inline-block;\n",
-        "}\n",
-        "\n",
-        "hr {\n",
-        "    border-color: grey;\n",
-        "    background-color: grey;\n",
-        "    opacity: 0.25;\n",
-        "}\n",
-        "\n",
-        "a {\n",
-        "  text-decoration: none;\n",
-        "  color: inherit;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Container style */\n",
-        "\n",
-        ".container {\n",
-        "    position: relative;\n",
-        "    background-color: #232323;\n",
-        "    width: 1080px;\n",
-        "    padding: 10px 15px;\n",
-        "    border-radius: 15px;\n",
-        "    box-shadow: 0 0 50px rgba(0, 0, 0, 0.3);\n",
-        "    margin-bottom: 5px;\n",
-        "    overflow: hidden;\n",
-        "}\n",
-        "\n",
-        ".container::after {\n",
-        "    position: absolute;\n",
-        "    top: 5px;\n",
-        "    right: 10px;\n",
-        "    content: \"ANXETY\";\n",
-        "    font-weight: bold;\n",
-        "    font-size: 24px;\n",
-        "    color: rgba(0, 0, 0, 0.2);\n",
-        "}\n",
-        "\n",
-        "/* background img */\n",
-        ".container::before {\n",
-        "  content: \"\";\n",
-        "  position: absolute;\n",
-        "  top: 0;\n",
-        "  left: 0;\n",
-        "  right: 0;\n",
-        "  bottom: 0;\n",
-        "  background-image: var(--img_background);\n",
-        "  background-size: var(--img_scale);\n",
-        "  background-repeat: var(--img_mode);\n",
-        "  opacity: var(--img_opacity);\n",
-        "  mix-blend-mode: screen;\n",
-        "  pointer-events: none;\n",
-        "  filter: blur(var(--img_blur));\n",
-        "}\n",
-        "\n",
-        ".image_1::before {\n",
-        "  background-position: var(--image_x) calc(-120px - var(--image_y));\n",
-        "}\n",
-        ".image_2::before {\n",
-        "  background-position: var(--image_x) calc(-290px - var(--image_y));\n",
-        "}\n",
-        ".image_3::before {\n",
-        "  background-position: var(--image_x) calc(-430px - var(--image_y));\n",
-        "}\n",
-        ".image_4::before {\n",
-        "  background-position: var(--image_x) calc(var(--img_height_dif) - var(--image_y));\n",
-        "}\n",
-        "\n",
-        ".container_custom_downlad {\n",
-        "    height: 55px;\n",
-        "    transition: all 0.5s;\n",
-        "}\n",
-        "\n",
-        ".container_custom_downlad.expanded {\n",
-        "    height: 270px;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Element text style */\n",
-        "\n",
-        ".widget-html,\n",
-        ".widget-button,\n",
-        ".widget-text label,\n",
-        ".widget-checkbox label,\n",
-        ".widget-dropdown label,\n",
-        ".widget-dropdown select,\n",
-        ".widget-text input[type=\"text\"] {\n",
-        "    font-family: cursive;\n",
-        "    font-size: 14px;\n",
-        "    color: white !important;\n",
-        "    user-select: none;\n",
-        "}\n",
-        "\n",
-        ".widget-text input[type=\"text\"]::placeholder {\n",
-        "    color: grey;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Input field styles */\n",
-        "/*\n",
-        ".widget-dropdown select,\n",
-        ".widget-text input[type=\"text\"] {\n",
-        "    height: 30px;\n",
-        "    background-color: #1c1c1c;\n",
-        "    border: 1px solid #262626;\n",
-        "    border-radius: 10px;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "    transition: all 0.3s ease-in-out;\n",
-        "}\n",
-        "*/\n",
-        "\n",
-        ".widget-dropdown select:focus,\n",
-        ".widget-text input[type=\"text\"]:focus {\n",
-        "    border-color: #006ee5;\n",
-        "}\n",
-        "\n",
-        ".widget-dropdown select:hover,\n",
-        ".widget-text input[type=\"text\"]:hover {\n",
-        "    transform: scale(1.003);\n",
-        "    background-color: #262626;\n",
-        "    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.5);\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Slider Checkbox style */\n",
-        "\n",
-        ".widget-checkbox input[type=\"checkbox\"] {\n",
-        "    appearance: none;\n",
-        "    position: relative;\n",
-        "    top: 4px; /* Why is he taller?! */\n",
-        "    width: 40px;\n",
-        "    height: 20px;\n",
-        "    border: none;\n",
-        "    border-radius: 10px;\n",
-        "    background-color: #20b2aa;\n",
-        "    cursor: pointer;\n",
-        "    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.3);\n",
-        "    transition: background-color 0.3s ease;\n",
-        "}\n",
-        ".widget-checkbox input[type=\"checkbox\"]:checked {\n",
-        "    background-color: #2196F3;\n",
-        "}\n",
-        "\n",
-        ".widget-checkbox input[type=\"checkbox\"]:before {\n",
-        "    content: '';\n",
-        "    position: absolute;\n",
-        "    top: 50%;\n",
-        "    left: 3px;\n",
-        "    width: 16px;\n",
-        "    height: 16px;\n",
-        "    border-radius: inherit;\n",
-        "    background-color: white;\n",
-        "    box-shadow: 0 0 8px rgba(0, 0, 0, 0.3);\n",
-        "    transform: translateY(-50%);\n",
-        "    transition: left 0.3s ease;\n",
-        "}\n",
-        ".widget-checkbox input[type=\"checkbox\"]:checked:before {\n",
-        "    left: 21px;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Button styles */\n",
-        "\n",
-        ".button_save {\n",
-        "    font-size: 15px;\n",
-        "    font-weight: bold;\n",
-        "    width: 120px;\n",
-        "    height: 35px;\n",
-        "    border-radius: 15px;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: left bottom;\n",
-        "    transition: background 0.5s ease-in-out, transform 0.3s ease;\n",
-        "}\n",
-        "\n",
-        ".button_save:hover {\n",
-        "    cursor: pointer;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, #93ac47 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: right bottom;\n",
-        "    transform: translateY(1px);\n",
-        "}\n",
-        "\n",
-        ".button_ngrok {\n",
-        "    font-size: 12px;\n",
-        "    height: 30px;\n",
-        "    border-radius: 10px;\n",
-        "    padding: 1px 12px;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: left bottom;\n",
-        "    transition: background 0.5s ease-in-out, transform 0.3s ease;\n",
-        "    white-space: nowrap;\n",
-        "}\n",
-        "\n",
-        ".button_ngrok:hover  {\n",
-        "    cursor: pointer;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, #1D94BB 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: right bottom;\n",
-        "    transform: translateY(1px);\n",
-        "}\n",
-        "\n",
-        ".button_save:active,\n",
-        ".button_ngrok:active {\n",
-        "    filter: brightness(0.75) !important;\n",
-        "}\n",
-        "\n",
-        "/* Removes ugly stroke from widget buttons. */\n",
-        ".jupyter-widgets.lm-Widget:focus {\n",
-        "    outline: none;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Popup style of `FAQ` window */\n",
-        "\n",
-        ".info {\n",
-        "    position: absolute;\n",
-        "    top: -5px;\n",
-        "    right: 95px;\n",
-        "    color: grey;\n",
-        "    font-family: cursive;\n",
-        "    font-size: 14px;\n",
-        "    font-weight: normal;\n",
-        "    user-select: none;\n",
-        "    pointer-events: none;\n",
-        "    opacity: 0;\n",
-        "    transition: opacity 0.3s ease-in-out;\n",
-        "    display: inline-block;\n",
-        "}\n",
-        "\n",
-        ".popup {\n",
-        "    position: absolute;\n",
-        "    top: 120px;\n",
-        "    z-index: 999;\n",
-        "    width: auto;\n",
-        "    padding: 10px;\n",
-        "    text-align: center;\n",
-        "    background-color: rgba(255, 255, 255, 0.05);\n",
-        "    backdrop-filter: blur(20px);\n",
-        "    border: 1px solid rgba(255, 255, 255, 0.45);\n",
-        "    border-radius: 8px;\n",
-        "    box-shadow: 0 0 50px rgba(0, 0, 0, 0.5);\n",
-        "    opacity: 0;\n",
-        "    color: #fff;\n",
-        "    font-size: 16px;\n",
-        "    font-family: cursive;\n",
-        "    user-select: none;\n",
-        "    cursor: default;\n",
-        "    pointer-events: none;\n",
-        "    transform: rotate(-5deg);\n",
-        "    transition: top 0.3s ease-in-out, opacity 0.3s ease-in-out, transform 0.3s ease-in-out;\n",
-        "}\n",
-        "\n",
-        ".sample {\n",
-        "    display: inline-block;\n",
-        "    margin-top: 25px;\n",
-        "    padding: 10px 100px;\n",
-        "    background-color: rgba(255, 255, 255, 0.2);\n",
-        "    color: #c6e2ff;\n",
-        "    border: 2px solid rgba(255, 255, 255, 0.2);\n",
-        "    border-radius: 8px;\n",
-        "    box-shadow: 0 0 10px rgba(255, 255, 255, 0.2), inset 0 0 25px rgba(255, 255, 255, 0.2);\n",
-        "}\n",
-        "\n",
-        ".info.showed {\n",
-        "    opacity: 1;\n",
-        "    pointer-events: auto;\n",
-        "}\n",
-        "\n",
-        ".info:hover + .popup {\n",
-        "    top: 35px;\n",
-        "    opacity: 1;\n",
-        "    pointer-events: initial;\n",
-        "    transform: rotate(0deg);\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Animation of elements */\n",
-        "\n",
-        ".container,\n",
-        ".button_save {\n",
-        "    animation-name: showedWidgets;\n",
-        "    animation-duration: 1s;\n",
-        "    animation-fill-mode: forwards;\n",
-        "}\n",
-        "\n",
-        ".container.hide,\n",
-        ".button_save.hide {\n",
-        "    animation-name: hideWidgets;\n",
-        "    animation-duration: 0.5s;\n",
-        "    animation-fill-mode: forwards;\n",
-        "}\n",
-        "\n",
-        "@keyframes showedWidgets {\n",
-        "    0% {\n",
-        "        transform: translate3d(-65%, 15%, 0) scale(0) rotate(15deg);\n",
-        "        filter: blur(25px) grayscale(1) brightness(0.3);\n",
-        "        opacity: 0;\n",
-        "    }\n",
-        "    100% {\n",
-        "        transform: translate3d(0, 0, 0) scale(1) rotate(0deg);\n",
-        "        filter: blur(0) grayscale(0) brightness(1);\n",
-        "        opacity: 1;\n",
-        "    }\n",
-        "}\n",
-        "\n",
-        "@keyframes hideWidgets {\n",
-        "    0% {\n",
-        "        transform: translate3d(0, 0, 0) scale(1) rotate3d(1, 0, 0, 0deg);\n",
-        "        filter: blur(0) grayscale(0) brightness(1);\n",
-        "        opacity: 1;\n",
-        "    }\n",
-        "    100% {\n",
-        "        transform: translate3d(0, 5%, 0) scale(0.9) rotate3d(1, 0, 0, 90deg);\n",
-        "        filter: blur(15px) grayscale(1) brightness(0.5);\n",
-        "        opacity: 0;\n",
-        "    }\n",
-        "}\n",
-        "</style>\n",
-        "\n",
-        "<!-- TOGGLE 'CustomDL' SCRIPT -->\n",
-        "<script>\n",
-        "function toggleContainer() {\n",
-        "    let downloadContainer = document.querySelector('.container_custom_downlad');\n",
-        "    let info = document.querySelector('.info');\n",
-        "\n",
-        "    downloadContainer.classList.toggle('expanded');\n",
-        "    info.classList.toggle('showed');\n",
-        "}\n",
-        "</script>\n",
-        "'''\n",
-        "\n",
-        "display(HTML(CSS))\n",
-        "# ==================== CSS JS ====================\n",
-        "\n",
-        "\n",
-        "# ==================== WIDGETS ====================\n",
-        "# --- global widgets ---\n",
-        "style = {'description_width': 'initial'}\n",
-        "layout = widgets.Layout(min_width='1047px')\n",
-        "\n",
-        "HR = widgets.HTML('<hr>')\n",
-        "\n",
-        "# --- MODEL ---\n",
-        "model_header = widgets.HTML('<div class=\"header\">Model Selection<div>')\n",
-        "model_options = ['none',\n",
-        "                 '1.Anime (by XpucT) + INP',\n",
-        "                 '2.BluMix [Anime] [V7]',\n",
-        "                 '3.Cetus-Mix [Anime] [V4] + INP',\n",
-        "                 '4.Counterfeit [Anime] [V3] + INP',\n",
-        "                 '5.CuteColor [Anime] [V3]',\n",
-        "                 '6.Dark-Sushi-Mix [Anime]',\n",
-        "                 '7.Deliberate [Realism] [V6] + INP',\n",
-        "                 '8.Meina-Mix [Anime] [V11] + INP',\n",
-        "                 '9.Mix-Pro [Anime] [V4] + INP']\n",
-        "# ---\n",
-        "Model_widget = widgets.Dropdown(options=model_options, value='4.Counterfeit [Anime] [V3] + INP', description='Model:', style=style, layout=layout)\n",
-        "Model_Num_widget = widgets.Text(description='Model Number:', placeholder='Enter the model numbers to be downloaded using comma/space.', style=style, layout=layout)\n",
-        "Inpainting_Model_widget = widgets.Checkbox(value=False, description='Inpainting Models', style=style)\n",
-        "\n",
-        "''' Display Model'''\n",
-        "all_model_box = widgets.VBox([model_header, Model_widget, Model_Num_widget, Inpainting_Model_widget]).add_class(\"container\").add_class(\"image_1\")\n",
-        "display(all_model_box)\n",
-        "\n",
-        "# --- VAE ---\n",
-        "vae_header = widgets.HTML('<div class=\"header\" >VAE Selection</div>')\n",
-        "vae_options = ['none',\n",
-        "               '1.Anime.vae',\n",
-        "               '2.Anything.vae',\n",
-        "               '3.Blessed2.vae',\n",
-        "               '4.ClearVae.vae',\n",
-        "               '5.WD.vae']\n",
-        "Vae_widget = widgets.Dropdown(options=vae_options, value='3.Blessed2.vae', description='Vae:', style=style, layout=layout)\n",
-        "Vae_Num_widget = widgets.Text(description='Vae Number:', placeholder='Enter the vae numbers to be downloaded using comma/space.', style=style, layout=layout)\n",
-        "\n",
-        "''' Display Vae'''\n",
-        "all_vae_box= widgets.VBox([vae_header, Vae_widget, Vae_Num_widget]).add_class(\"container\").add_class(\"image_2\")\n",
-        "display(all_vae_box)\n",
-        "\n",
-        "# --- ADDITIONAL ---\n",
-        "additional_header = widgets.HTML('<div class=\"header\">Additional</div>')\n",
-        "latest_webui_widget = widgets.Checkbox(value=True, description='Update WebUI', style=style)\n",
-        "latest_exstensions_widget = widgets.Checkbox(value=True, description='Update Extensions', style=style)\n",
-        "detailed_download_widget = widgets.Dropdown(options=['off', 'on'], value='off', description='Detailed Download:', style=style)\n",
-        "latest_changes_widget = HBox([latest_webui_widget, latest_exstensions_widget, detailed_download_widget], layout=widgets.Layout(justify_content='space-between'))\n",
-        "controlnet_options = ['none', 'ALL', '1.canny',\n",
-        "                      '2.openpose', '3.depth',\n",
-        "                      '4.normal_map', '5.mlsd',\n",
-        "                      '6.lineart', '7.soft_edge',\n",
-        "                      '8.scribble', '9.segmentation',\n",
-        "                      '10.shuffle', '11.tile',\n",
-        "                      '12.inpaint', '13.instruct_p2p']\n",
-        "# ---\n",
-        "controlnet_widget = widgets.Dropdown(options=controlnet_options, value='none', description='ControlNet:', style=style, layout=layout)\n",
-        "controlnet_Num_widget = widgets.Text(description='ControlNet Number:', placeholder='Enter the ControlNet model numbers to be downloaded using comma/space.', style=style, layout=layout)\n",
-        "commit_hash_widget = widgets.Text(description='Commit Hash:', style=style, layout=layout)\n",
-        "optional_huggingface_token_widget = widgets.Text(description='HuggingFace Token:', style=style, layout=layout)\n",
-        "ngrok_token_widget = widgets.Text(description='Ngrok Token:', style=style, layout=widgets.Layout(width='1047px'))\n",
-        "ngrock_button = widgets.HTML('<a href=\"https://dashboard.ngrok.com/get-started/your-authtoken\" target=\"_blank\">Get Ngrok Token</a>').add_class(\"button_ngrok\")\n",
-        "ngrok_widget = widgets.HBox([ngrok_token_widget, ngrock_button], style=style, layout=layout)\n",
-        "zrok_token_widget = widgets.Text(description='Zrok Token:', style=style, layout=widgets.Layout(width='1047px'))\n",
-        "zrok_button = widgets.HTML('<a href=\"https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU\" target=\"_blank\">Reg Zrok Token</a>').add_class(\"button_ngrok\")\n",
-        "zrok_widget = widgets.HBox([zrok_token_widget, zrok_button], style=style, layout=layout)\n",
-        "# ---\n",
-        "commandline_arguments_options = \"--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars --xformers\"\n",
-        "commandline_arguments_widget = widgets.Text(description='Arguments:', value=commandline_arguments_options, style=style, layout=layout)\n",
-        "\n",
-        "''' Display Additional'''\n",
-        "additional_widget_list = [additional_header, latest_changes_widget, HR, controlnet_widget, controlnet_Num_widget, commit_hash_widget, optional_huggingface_token_widget, ngrok_widget, zrok_widget, HR, commandline_arguments_widget]\n",
-        "if free_plan and env == \"Google Colab\": # remove ngrok from colab\n",
-        "    additional_widget_list.remove(ngrok_widget)\n",
-        "if env == \"SageMaker Studio Lab\": # remove zrok from sagemaker\n",
-        "    additional_widget_list.remove(zrok_widget)\n",
-        "# ```\n",
-        "all_additional_box = widgets.VBox(additional_widget_list).add_class(\"container\").add_class(\"image_3\")\n",
-        "display(all_additional_box)\n",
-        "\n",
-        "# --- CUSTOM DOWNLOAD ---\n",
-        "custom_download_header_popup = widgets.HTML('''\n",
-        "<style>\n",
-        "/* Term Colors */\n",
-        ".sample_label {color: #dbafff;}\n",
-        ".braces {color: #ffff00;}\n",
-        ".extension {color: #eb934b;}\n",
-        ".file_name {color: #ffffd8;}\n",
-        "</style>\n",
-        "\n",
-        "<div class=\"header\" style=\"cursor: pointer;\" onclick=\"toggleContainer()\">Custom Download</div>\n",
-        "<!-- PopUp Window -->\n",
-        "<div class=\"info\">INFO</div>\n",
-        "<div class=\"popup\">\n",
-        "    Separate multiple URLs with a comma/space. For a <span class=\"file_name\">custom name</span> file/extension, specify it with <span class=\"braces\">[]</span>\n",
-        "    after the URL without spaces.\n",
-        "    <span style=\"color: #ff9999\">For files, be sure to specify</span> - <span class=\"extension\">Filename Extension.</span>\n",
-        "    <div class=\"sample\">\n",
-        "        <span class=\"sample_label\">Example for File:</span>\n",
-        "        https://civitai.com/api/download/models/229782<span class=\"braces\">[</span><span class=\"file_name\">Detailer</span><span class=\"extension\">.safetensors</span><span class=\"braces\">]</span>\n",
-        "        <br>\n",
-        "        <span class=\"sample_label\">Example for Extension:</span>\n",
-        "        https://github.com/hako-mikan/sd-webui-regional-prompter<span class=\"braces\">[</span><span class=\"file_name\">Regional-Prompter</span><span class=\"braces\">]</span>\n",
-        "    </div>\n",
-        "</div>\n",
-        "''')\n",
-        "# ---\n",
-        "Model_url_widget = widgets.Text(description='Model:', style=style, layout=layout)\n",
-        "Vae_url_widget = widgets.Text(description='Vae:', style=style, layout=layout)\n",
-        "LoRA_url_widget = widgets.Text(description='LoRa:', style=style, layout=layout)\n",
-        "Embedding_url_widget = widgets.Text(description='Embedding:', style=style, layout=layout)\n",
-        "Extensions_url_widget = widgets.Text(description='Extensions:', style=style, layout=layout)\n",
-        "custom_file_urls_widget = widgets.Text(description='File (txt):', style=style, layout=layout)\n",
-        "\n",
-        "''' Display CustomDl'''\n",
-        "all_custom_box = widgets.VBox([\n",
-        "    custom_download_header_popup, Model_url_widget, Vae_url_widget, LoRA_url_widget, Embedding_url_widget, Extensions_url_widget, custom_file_urls_widget\n",
-        "    ]).add_class(\"container\").add_class(\"image_4\").add_class(\"container_custom_downlad\")\n",
-        "display(all_custom_box)\n",
-        "\n",
-        "# --- Save Button ---\n",
-        "save_button = widgets.Button(description='Save').add_class(\"button_save\")\n",
-        "display(save_button)\n",
-        "\n",
-        "\n",
-        "# ============ Load / Save - Settings V2 ============\n",
-        "SETTINGS_FILE = f'{root_path}/settings.json'\n",
-        "\n",
-        "settings_keys = [\n",
-        "    'Model', 'Model_Num', 'Inpainting_Model',\n",
-        "    'Vae', 'Vae_Num',\n",
-        "    'latest_webui', 'latest_exstensions', 'detailed_download',\n",
-        "    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',\n",
-        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
-        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'\n",
-        "]\n",
-        "\n",
-        "def save_settings():\n",
-        "    settings = {key: globals()[f\"{key}_widget\"].value for key in settings_keys}\n",
-        "    with open(SETTINGS_FILE, 'w') as f:\n",
-        "        json.dump(settings, f)\n",
-        "\n",
-        "def load_settings():\n",
-        "    if os.path.exists(SETTINGS_FILE):\n",
-        "        with open(SETTINGS_FILE, 'r') as f:\n",
-        "            settings = json.load(f)\n",
-        "            for key in settings_keys:\n",
-        "                globals()[f\"{key}_widget\"].value = settings.get(key)\n",
-        "\n",
-        "def save_data(button):\n",
-        "    save_settings()\n",
-        "\n",
-        "    # --- uhh - hide... ---\n",
-        "    widgets_list = [all_model_box, all_vae_box, all_additional_box, all_custom_box, save_button]\n",
-        "    for widget in widgets_list:\n",
-        "        widget.add_class(\"hide\")\n",
-        "    time.sleep(0.5)\n",
-        "\n",
-        "    widgets.Widget.close_all()\n",
-        "\n",
-        "settings = load_settings()\n",
-        "save_button.on_click(save_data)"
-      ],
-      "metadata": {
-        "id": "2lJmbqrs3Mu8"
-      },
-      "execution_count": null,
-      "outputs": []
-    }
-  ]
-}

sagemaker/files_cells/notebooks/ru/auto-cleaner_ru.ipynb

@@ -1,380 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "provenance": []
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "code",
-      "source": [
-        "##~ AutoCleaner V3.6 CODE | BY: ANXETY   ~##\n",
-        "\n",
-        "# --change log--\n",
-        "\"\"\"\n",
-        "V3.6 | 13.03.24\n",
-        "Fixed selection window\n",
-        "Dynamic update of memory display\n",
-        "\"\"\"\n",
-        "\n",
-        "\n",
-        "import os\n",
-        "import time\n",
-        "import ipywidgets as widgets\n",
-        "from ipywidgets import Label, Button, VBox, HBox\n",
-        "from IPython.display import display, HTML\n",
-        "\n",
-        "\n",
-        "#  ================= DETECT ENV =================\n",
-        "def detect_environment():\n",
-        "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
-        "    environments = {\n",
-        "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
-        "    }\n",
-        "\n",
-        "    for env_var, (environment, path) in environments.items():\n",
-        "        if env_var in os.environ:\n",
-        "            return environment, path, free_plan\n",
-        "\n",
-        "env, root_path, free_plan = detect_environment()\n",
-        "webui_path = f\"{root_path}/sdw\"\n",
-        "#  ----------------------------------------------\n",
-        "\n",
-        "\n",
-        "directories = {\n",
-        "    \"Изображения\": f\"{webui_path}/outputs\",\n",
-        "    \"Модели\": f\"{webui_path}/models/Stable-diffusion/\",\n",
-        "    \"Vae\": f\"{webui_path}/models/VAE/\",\n",
-        "    \"LoRa\": f\"{webui_path}/models/Lora/\",\n",
-        "    \"ControlNet Модели\": f\"{webui_path}/models/ControlNet/\"\n",
-        "}\n",
-        "\n",
-        "\n",
-        "# ==================== CSS ====================\n",
-        "CSS_AC = \"\"\"\n",
-        "<style>\n",
-        "/* General Styles */\n",
-        "\n",
-        "hr {\n",
-        "    border-color: grey;\n",
-        "    background-color: grey;\n",
-        "    opacity: 0.25;\n",
-        "}\n",
-        "\n",
-        ".instruction_AC {\n",
-        "    font-family: cursive;\n",
-        "    font-size: 18px;\n",
-        "    color: grey;\n",
-        "    user-select: none;\n",
-        "    cursor: default;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Container style */\n",
-        "\n",
-        ".container_AC {\n",
-        "    position: relative;\n",
-        "    background-color: #232323;\n",
-        "    width: 800px;\n",
-        "    height: auto;\n",
-        "    padding: 15px;\n",
-        "    border-radius: 15px;\n",
-        "    box-shadow: 0 0 50px rgba(0, 0, 0, 0.3);\n",
-        "    margin-bottom: 5px;\n",
-        "    overflow: visible;\n",
-        "}\n",
-        "\n",
-        ".container_AC::before {\n",
-        "    position: absolute;\n",
-        "    top: 5px;\n",
-        "    right: 10px;\n",
-        "    content: \"AutoCleanerV3.6\";\n",
-        "    font-weight: bold;\n",
-        "    font-size: 24px;\n",
-        "    color: rgba(0, 0, 0, 0.2);\n",
-        "}\n",
-        "\n",
-        ".container_AC::after {\n",
-        "    position: absolute;\n",
-        "    top: 30px;\n",
-        "    right: 10px;\n",
-        "    content: \"ANXETY\";\n",
-        "    font-weight: bold;\n",
-        "    font-size: 18px;\n",
-        "    color: rgba(0, 0, 0, 0.2);\n",
-        "}\n",
-        "\n",
-        ".custom-select-multiple_AC select {\n",
-        "    padding: 10px;\n",
-        "    font-family: cursive;\n",
-        "    border: 1px solid #262626 !important;\n",
-        "    border-radius: 10px;\n",
-        "    color: white;\n",
-        "    background-color: #1c1c1c;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "}\n",
-        "\n",
-        ".output_AC {\n",
-        "    padding: 10px;\n",
-        "    height: auto;\n",
-        "    border: 1px solid #262626;\n",
-        "    border-radius: 10px;\n",
-        "    background-color: #1c1c1c;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "    width: auto;\n",
-        "    box-sizing: border-box;\n",
-        "}\n",
-        "\n",
-        ".output_message_AC {\n",
-        "    font-family: cursive;\n",
-        "    color: white !important;\n",
-        "    font-size: 14px;\n",
-        "    user-select: none;\n",
-        "    cursor: default\n",
-        "}\n",
-        "\n",
-        "\n",
-        ".storage_info_AC {\n",
-        "    padding: 5px 20px;\n",
-        "    height: auto;\n",
-        "    border: 1px solid #262626;\n",
-        "    border-radius: 10px;\n",
-        "    background-color: #1c1c1c;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "    width: auto;\n",
-        "    font-family: cursive;\n",
-        "    color: #B2B2B2 !important;\n",
-        "    font-size: 14px;\n",
-        "    user-select: none;\n",
-        "    cursor: default\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Button and storage info layout */\n",
-        ".lower_information_panel_AC {\n",
-        "    display: flex;\n",
-        "    align-items: center;\n",
-        "    justify-content: space-between;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Button style */\n",
-        "\n",
-        ".button_AC {\n",
-        "    width: auto;\n",
-        "    font-family: cursive;\n",
-        "    color: white !important;\n",
-        "    font-size: 14px;\n",
-        "    font-weight: bold;\n",
-        "    height: 35px;\n",
-        "    border-radius: 15px;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: left bottom;\n",
-        "    transition: background 0.5s ease-in-out, transform 0.3s ease;\n",
-        "}\n",
-        "\n",
-        ".button_AC:hover {\n",
-        "    cursor: pointer;\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: right bottom;\n",
-        "    transform: translateY(1px);\n",
-        "}\n",
-        "\n",
-        ".button_execute_AC:hover {\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, #93ac47 90%);\n",
-        "}\n",
-        "\n",
-        ".button_clear_AC:hover {\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, #fc3468 90%);\n",
-        "}\n",
-        "\n",
-        ".button_execute_AC:active,\n",
-        ".button_clear_AC:active {\n",
-        "    filter: brightness(0.75);\n",
-        "}\n",
-        "\n",
-        ".jupyter-widgets.lm-Widget:focus {\n",
-        "    outline: none;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Animation of elements */\n",
-        "\n",
-        "/* Emergence */\n",
-        ".container_AC {\n",
-        "    animation-name: slideInTopBlur;\n",
-        "    animation-duration: 0.7s;\n",
-        "    animation-fill-mode: forwards;\n",
-        "}\n",
-        "\n",
-        "@keyframes slideInTopBlur {\n",
-        "    0% {\n",
-        "        transform: translate3d(0, 50%, 0) scale(0.85) rotate3d(1, 0, 0, -85deg);\n",
-        "        filter: blur(5px) grayscale(1) brightness(0.5);\n",
-        "        opacity: 0;\n",
-        "    }\n",
-        "    100% {\n",
-        "        transform: translate3d(0, 0, 0) scale(1) rotate3d(1, 0, 0, 0deg);\n",
-        "        filter: blur(0) grayscale(0) brightness(1);\n",
-        "        opacity: 1;\n",
-        "    }\n",
-        "}\n",
-        "\n",
-        "/* Leaving */\n",
-        ".container_AC.hide {\n",
-        "    animation-name: slideOutTopBlur;\n",
-        "    animation-duration: 0.3s;\n",
-        "    animation-fill-mode: forwards;\n",
-        "}\n",
-        "\n",
-        "@keyframes slideOutTopBlur {\n",
-        "    0% {\n",
-        "        transform: translate3d(0, 0, 0) scale(1);\n",
-        "        filter: blur(0) grayscale(0) brightness(1);\n",
-        "        opacity: 1;\n",
-        "    }\n",
-        "    100% {\n",
-        "        transform: translate3d(0, -100%, 0);\n",
-        "        filter: blur(5px) grayscale(1) brightness(0);\n",
-        "        opacity: 0;\n",
-        "    }\n",
-        "}\n",
-        "</style>\n",
-        "\"\"\"\n",
-        "\n",
-        "display(HTML(CSS_AC))\n",
-        "# ==================== CSS ====================\n",
-        "\n",
-        "\n",
-        "# ================ AutoCleaner function ================\n",
-        "def clean_directory(directory):\n",
-        "    deleted_files = 0\n",
-        "    for root, dirs, files in os.walk(directory):\n",
-        "        for file in files:\n",
-        "            if file.endswith(\".txt\"):\n",
-        "                continue\n",
-        "            os.remove(os.path.join(root, file))\n",
-        "            if not file.endswith(\".yaml\"):\n",
-        "                deleted_files += 1\n",
-        "    return deleted_files\n",
-        "\n",
-        "\n",
-        "def get_word_variant(n, variants):\n",
-        "    unit = abs(n) % 10\n",
-        "    tens = abs(n) % 100\n",
-        "    if tens in range(11, 15):\n",
-        "        return variants[2]\n",
-        "    elif unit == 1:\n",
-        "        return variants[0]\n",
-        "    elif unit in range(2, 5):\n",
-        "        return variants[1]\n",
-        "    else:\n",
-        "        return variants[2]\n",
-        "\n",
-        "\n",
-        "def update_memory_info():\n",
-        "    disk_space = psutil.disk_usage(os.getcwd())\n",
-        "    total = disk_space.total / (1024 ** 3)\n",
-        "    used = disk_space.used / (1024 ** 3)\n",
-        "    free = disk_space.free / (1024 ** 3)\n",
-        "\n",
-        "    storage_info.value = f'''\n",
-        "    <div class=\"storage_info_AC\">Всего: {total:.2f} GB <span style=\"color: #555\">|</span> Используется: {used:.2f} GB <span style=\"color: #555\">|</span> Свободно: {free:.2f} GB</div>\n",
-        "    '''\n",
-        "\n",
-        "\n",
-        "def on_execute_button_press(button):\n",
-        "    selected_cleaners = auto_cleaner_widget.value\n",
-        "    deleted_files_dict = {}\n",
-        "\n",
-        "    for option in selected_cleaners:\n",
-        "        if option in directories:\n",
-        "            deleted_files_dict[option] = clean_directory(directories[option])\n",
-        "\n",
-        "    output.clear_output()\n",
-        "\n",
-        "    with output:\n",
-        "        for message in generate_messages(deleted_files_dict):\n",
-        "            message_widget = HTML(f'<p class=\"output_message_AC\">{message}</p>')\n",
-        "            display(message_widget)\n",
-        "\n",
-        "    update_memory_info()\n",
-        "\n",
-        "\n",
-        "def on_clear_button_press(button):\n",
-        "    container.add_class(\"hide\")\n",
-        "    time.sleep(0.5)\n",
-        "    widgets.Widget.close_all()\n",
-        "\n",
-        "\n",
-        "def generate_messages(deleted_files_dict):\n",
-        "    messages = []\n",
-        "    word_variants = {\n",
-        "        \"Изображения\": [\"Изображение\", \"Изображения\", \"Изображений\"],\n",
-        "        \"Модели\": [\"Модель\", \"Модели\", \"Моделей\"],\n",
-        "        \"Vae\": [\"VAE\", \"VAE\", \"VAE\"],\n",
-        "        \"LoRa\": [\"LoRa\", \"LoRa\", \"LoRa\"],\n",
-        "        \"ControlNet Модели\": [\"ControlNet Модель\", \"ControlNet Модели\", \"ControlNet Моделей\"]\n",
-        "    }\n",
-        "    deleted_word_variants = [\"Удалена\", \"Удалены\", \"Удалено\"]\n",
-        "    for key, value in deleted_files_dict.items():\n",
-        "        word_variant = word_variants.get(key, [\"\", \"\", \"\"])\n",
-        "        deleted_word = get_word_variant(value, deleted_word_variants)\n",
-        "        object_word = get_word_variant(value, word_variant)\n",
-        "        messages.append(f\"{deleted_word} {value} {object_word}\")\n",
-        "    return messages\n",
-        "# ================ AutoCleaner function ================\n",
-        "\n",
-        "\n",
-        "# --- storage memory ---\n",
-        "import psutil\n",
-        "disk_space = psutil.disk_usage(os.getcwd())\n",
-        "total = disk_space.total / (1024 ** 3)\n",
-        "used = disk_space.used / (1024 ** 3)\n",
-        "free = disk_space.free / (1024 ** 3)\n",
-        "\n",
-        "\n",
-        "# UI Code\n",
-        "AutoCleaner_options = AutoCleaner_options = list(directories.keys())\n",
-        "instruction_label = widgets.HTML('''\n",
-        "<span class=\"instruction_AC\">Используйте <span style=\"color: #B2B2B2;\">ctrl</span> или <span style=\"color: #B2B2B2;\">shift</span> для множественного выбора.</span>\n",
-        "''')\n",
-        "auto_cleaner_widget = widgets.SelectMultiple(options=AutoCleaner_options, layout=widgets.Layout(width=\"auto\")).add_class(\"custom-select-multiple_AC\")\n",
-        "output = widgets.Output().add_class(\"output_AC\")\n",
-        "# ---\n",
-        "execute_button = Button(description='Выполнить Очистку').add_class(\"button_execute_AC\").add_class(\"button_AC\")\n",
-        "execute_button.on_click(on_execute_button_press)\n",
-        "clear_button = Button(description='Скрыть Виджет').add_class(\"button_clear_AC\").add_class(\"button_AC\")\n",
-        "clear_button.on_click(on_clear_button_press)\n",
-        "# ---\n",
-        "storage_info = widgets.HTML(f'''\n",
-        "<div class=\"storage_info_AC\">Всего: {total:.2f} GB <span style=\"color: #555\">|</span> Используется: {used:.2f} GB <span style=\"color: #555\">|</span> Свободно: {free:.2f} GB</div>\n",
-        "''')\n",
-        "# ---\n",
-        "buttons = widgets.HBox([execute_button, clear_button])\n",
-        "lower_information_panel = widgets.HBox([buttons, storage_info]).add_class(\"lower_information_panel_AC\")\n",
-        "\n",
-        "container = VBox([instruction_label, widgets.HTML('<hr>'), auto_cleaner_widget, output, widgets.HTML('<hr>'), lower_information_panel]).add_class(\"container_AC\")\n",
-        "\n",
-        "display(container)"
-      ],
-      "metadata": {
-        "id": "I22dFg7F2j3G"
-      },
-      "execution_count": null,
-      "outputs": []
-    }
-  ]
-}

sagemaker/files_cells/notebooks/ru/downloading_ru.ipynb

@@ -1,594 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "provenance": []
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "code",
-      "source": [
-        "##~   DOWNLOADING CODE | BY: ANXETY   ~##\n",
-        "\n",
-        "import os\n",
-        "import re\n",
-        "import time\n",
-        "import json\n",
-        "import requests\n",
-        "import subprocess\n",
-        "from datetime import timedelta\n",
-        "from subprocess import getoutput\n",
-        "from urllib.parse import unquote\n",
-        "from IPython.utils import capture\n",
-        "from IPython.display import clear_output\n",
-        "\n",
-        "\n",
-        "#  ================= DETECT ENV =================\n",
-        "def detect_environment():\n",
-        "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
-        "    environments = {\n",
-        "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
-        "    }\n",
-        "\n",
-        "    for env_var, (environment, path) in environments.items():\n",
-        "        if env_var in os.environ:\n",
-        "            return environment, path, free_plan\n",
-        "\n",
-        "env, root_path, free_plan = detect_environment()\n",
-        "webui_path = f\"{root_path}/sdw\"\n",
-        "#  ----------------------------------------------\n",
-        "\n",
-        "\n",
-        "# === ONLY SAGEMAKER ===\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    print(\"Обновление зависимостей, может занять некоторое время...\")\n",
-        "    !pip install -q --upgrade torchsde\n",
-        "    !pip install -q --upgrade pip\n",
-        "    !pip install -q --upgrade psutil\n",
-        "\n",
-        "    clear_output()\n",
-        "\n",
-        "\n",
-        "# ================ LIBRARIES ================\n",
-        "flag_file = f\"{root_path}/libraries_installed.txt\"\n",
-        "\n",
-        "if not os.path.exists(flag_file):\n",
-        "    # automatic1111 update webui to 1.8.0\n",
-        "    xformers = \"xformers==0.0.23.post1 triton==2.1.0\"\n",
-        "    torch = \"torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121\"\n",
-        "\n",
-        "    print(\"💿 Установка библиотек, это займет какое-то время...\", end='')\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !pip install -U gdown\n",
-        "        !apt-get update && apt -y install aria2\n",
-        "        !npm install -g localtunnel &> /dev/null\n",
-        "        !curl -s -OL https://github.com/DEX-1101/sd-webui-notebook/raw/main/res/new_tunnel --output-dir {root_path}\n",
-        "        !curl -s -Lo /usr/bin/cl https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64 && chmod +x /usr/bin/cl\n",
-        "        !pip install insightface\n",
-        "        !curl -sLO https://github.com/openziti/zrok/releases/download/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && tar -xzf zrok_0.4.23_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.23_linux_amd64.tar.gz\n",
-        "\n",
-        "        if env == \"SageMaker Studio Lab\":\n",
-        "            %pip install -q opencv-python-headless huggingface-hub\n",
-        "            %conda update -q -n base conda\n",
-        "            %conda install -q -y aria2\n",
-        "            %conda install -q -y glib\n",
-        "            !pip install tensorflow\n",
-        "\n",
-        "            !wget -P /home/studio-lab-user https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/FULL_DELETED_NOTEBOOK.ipynb\n",
-        "\n",
-        "        if env == \"Google Colab\":\n",
-        "            !pip install xformers==0.0.25 --no-deps\n",
-        "        else:\n",
-        "            !pip install -q {torch} -U\n",
-        "            !pip install -q {xformers} -U\n",
-        "\n",
-        "        with open(flag_file, \"w\") as f:\n",
-        "            f.write(\"hey ;3\")\n",
-        "    del cap\n",
-        "    print(\"\\r🍪 Библиотеки установлены!\" + \" \"*35)\n",
-        "    time.sleep(2)\n",
-        "    clear_output()\n",
-        "\n",
-        "\n",
-        "# ================= loading settings V4 =================\n",
-        "def load_settings(path):\n",
-        "    if os.path.exists(path):\n",
-        "        with open(path, 'r') as file:\n",
-        "            return json.load(file)\n",
-        "    return {}\n",
-        "\n",
-        "settings = load_settings(f'{root_path}/settings.json')\n",
-        "\n",
-        "variables = [\n",
-        "    'Model', 'Model_Num', 'Inpainting_Model',\n",
-        "    'Vae', 'Vae_Num',\n",
-        "    'latest_webui', 'latest_exstensions', 'detailed_download',\n",
-        "    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',\n",
-        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
-        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'\n",
-        "]\n",
-        "\n",
-        "locals().update({key: settings.get(key) for key in variables})\n",
-        "\n",
-        "\n",
-        "# ================= OTHER =================\n",
-        "try:\n",
-        "    start_colab\n",
-        "except:\n",
-        "    start_colab = int(time.time())-5\n",
-        "\n",
-        "# CONFIG DIR\n",
-        "models_dir = f\"{webui_path}/models/Stable-diffusion\"\n",
-        "vaes_dir = f\"{webui_path}/models/VAE\"\n",
-        "embeddings_dir = f\"{webui_path}/embeddings\"\n",
-        "loras_dir = f\"{webui_path}/models/Lora\"\n",
-        "extensions_dir = f\"{webui_path}/extensions\"\n",
-        "control_dir = f\"{webui_path}/models/ControlNet\"\n",
-        "\n",
-        "\n",
-        "# ================= MAIN CODE =================\n",
-        "# --- Obsolescence warning ---\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    print(\"Вы используете среду 'SageMaker' - эта среда устарела, поэтому многие ошибки не будут исправлены, а ее функциональность будет урезана. Для экономии памяти и/или во избежание ошибок.\\n\\n\")\n",
-        "\n",
-        "\n",
-        "if not os.path.exists(webui_path):\n",
-        "    start_install = int(time.time())\n",
-        "    print(\"⌚ Распоковка Stable Diffusion...\", end='')\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip -o repo.zip\n",
-        "        !unzip -q -o repo.zip -d {webui_path}\n",
-        "        !rm -rf repo.zip\n",
-        "\n",
-        "        %cd {root_path}\n",
-        "        os.environ[\"SAFETENSORS_FAST_GPU\"]='1'\n",
-        "        os.environ[\"CUDA_MODULE_LOADING\"]=\"LAZY\"\n",
-        "        os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\"\n",
-        "        os.environ[\"PYTHONWARNINGS\"] = \"ignore\"\n",
-        "\n",
-        "        !echo -n {start_colab} > {webui_path}/static/colabTimer.txt\n",
-        "    del cap\n",
-        "    install_time = timedelta(seconds=time.time()-start_install)\n",
-        "    print(\"\\r🚀 Распаковка Завершена! За\",\"%02d:%02d:%02d ⚡\\n\" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)\n",
-        "else:\n",
-        "    if env == \"SageMaker Studio Lab\":\n",
-        "        !echo -n {start_colab} > {webui_path}/static/colabTimer.txt\n",
-        "    print(\"🚀 Все распакованно... Пропуск. ⚡\")\n",
-        "    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "    print(f\"⌚️ Вы проводите эту сессию в течение - \\033[33m{time_since_start}\\033[0m\")\n",
-        "\n",
-        "\n",
-        "## Changes extensions and WebUi\n",
-        "if latest_webui or latest_exstensions:\n",
-        "    action = \"Обновление WebUI и Расширений\" if latest_webui and latest_exstensions else (\"Обновление WebUI\" if latest_webui else \"Обновление Расширений\")\n",
-        "    print(f\"⌚️ {action}...\", end='', flush=True)\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !git config --global user.email \"[email protected]\"\n",
-        "        !git config --global user.name \"Your Name\"\n",
-        "\n",
-        "        ## Update Webui\n",
-        "        if latest_webui:\n",
-        "            %cd {webui_path}\n",
-        "            !git restore .\n",
-        "            !git pull -X theirs --rebase --autostash\n",
-        "\n",
-        "        ## Update extensions\n",
-        "        if latest_exstensions:\n",
-        "            if env != \"SageMaker Studio Lab\":\n",
-        "                !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
-        "            else:\n",
-        "                !{'for dir in /home/studio-lab-user/content/sdw/extensions/*/; do cd \\\"$dir\\\" && git fetch origin && git pull; done'}\n",
-        "\n",
-        "        # My Chinese friend, you broke the images again in the latest update... >W<'\n",
-        "        %cd {webui_path}/extensions/Encrypt-Image\n",
-        "        !git reset --hard 376358d8854472b9ea50e9fc8800367d1ca51137 # stable commit :3\n",
-        "\n",
-        "        !cd {webui_path}/repositories/stable-diffusion-stability-ai && git restore .\n",
-        "    del cap\n",
-        "    print(f\"\\r✨ {action} Завершено!\")\n",
-        "\n",
-        "\n",
-        "# === FIXING ERRORS ===\n",
-        "# --- Encrypt-Image ---\n",
-        "!sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js\n",
-        "\n",
-        "# --- SageMaker ---\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    with capture.capture_output() as cap:\n",
-        "        # --- SuperMerger Remove ---\n",
-        "        if os.path.exists(f\"{webui_path}/extensions/supermerger\"):\n",
-        "            !rm -rf {webui_path}/extensions/supermerger\n",
-        "        # --- Launch (Style) ---\n",
-        "        !wget -O {webui_path}/modules/styles.py https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/fixing/webui/styles.py\n",
-        "    del cap\n",
-        "\n",
-        "\n",
-        "## Version switching\n",
-        "if commit_hash:\n",
-        "    print('⏳ Активация машины времени...', end=\"\", flush=True)\n",
-        "    with capture.capture_output() as cap:\n",
-        "        %cd {webui_path}\n",
-        "        !git config --global user.email \"[email protected]\"\n",
-        "        !git config --global user.name \"Your Name\"\n",
-        "        !git reset --hard {commit_hash}\n",
-        "    del cap\n",
-        "    print(f\"\\r⌛️ Машина времени активированна! Текущий коммит: \\033[34m{commit_hash}\\033[0m\")\n",
-        "\n",
-        "\n",
-        "## Downloading model and stuff | oh yeah~ I'm starting to misunderstand my own code ( almost my own ;3 )\n",
-        "print(\"📦 Скачивание моделей и прочего...\", end='')\n",
-        "model_list = {\n",
-        "    \"1.Anime (by XpucT) + INP\": [\n",
-        "        {\"url\": \"https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2.safetensors\", \"name\": \"Anime_v2.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2-inpainting.safetensors\", \"name\": \"Anime_v2-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"2.BluMix [Anime] [V7]\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/361779\", \"name\": \"BluMix_v7.safetensors\"}\n",
-        "    ],\n",
-        "    \"3.Cetus-Mix [Anime] [V4] + INP\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/130298\", \"name\": \"CetusMix_V4.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/139882\", \"name\": \"CetusMix_V4-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"4.Counterfeit [Anime] [V3] + INP\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/125050\", \"name\": \"Counterfeit_V3.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/137911\", \"name\": \"Counterfeit_V3-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"5.CuteColor [Anime] [V3]\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/138754\", \"name\": \"CuteColor_V3.safetensors\"}\n",
-        "    ],\n",
-        "    \"6.Dark-Sushi-Mix [Anime]\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/101640\", \"name\": \"DarkSushiMix_2_5D.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/56071\", \"name\": \"DarkSushiMix_colorful.safetensors\"}\n",
-        "    ],\n",
-        "    \"7.Deliberate [Realism] [V6] + INP\": [\n",
-        "        {\"url\": \"https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6.safetensors\", \"name\": \"Deliberate_v6.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6-inpainting.safetensors\", \"name\": \"Deliberate_v6-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"8.Meina-Mix [Anime] [V11] + INP\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/119057\", \"name\": \"MeinaMix_V11.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/120702\", \"name\": \"MeinaMix_V11-inpainting.safetensors\"}\n",
-        "    ],\n",
-        "    \"9.Mix-Pro [Anime] [V4] + INP\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/125668\", \"name\": \"MixPro_V4.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/139878\", \"name\": \"MixPro_V4-inpainting.safetensors\"}\n",
-        "    ]\n",
-        "}\n",
-        "\n",
-        "# 1-4 (fp16/cleaned)\n",
-        "vae_list = {\n",
-        "    \"1.Anime.vae\": [\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/131654\", \"name\": \"Anime.vae.safetensors\"},\n",
-        "        {\"url\": \"https://civitai.com/api/download/models/131658\", \"name\": \"vae-ft-mse.vae.safetensors\"}\n",
-        "    ],\n",
-        "    \"2.Anything.vae\": [{\"url\": \"https://civitai.com/api/download/models/131656\", \"name\": \"Anything.vae.safetensors\"}],\n",
-        "    \"3.Blessed2.vae\": [{\"url\": \"https://civitai.com/api/download/models/142467\", \"name\": \"Blessed2.vae.safetensors\"}],\n",
-        "    \"4.ClearVae.vae\": [{\"url\": \"https://civitai.com/api/download/models/133362\", \"name\": \"ClearVae_23.vae.safetensors\"}],\n",
-        "    \"5.WD.vae\": [{\"url\": \"https://huggingface.co/NoCrypt/resources/resolve/main/VAE/wd.vae.safetensors\", \"name\": \"WD.vae.safetensors\"}]\n",
-        "}\n",
-        "\n",
-        "controlnet_list = {\n",
-        "    \"1.canny\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny_fp16.safetensors\", \"name\": \"control_v11p_sd15_canny_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_canny_fp16.yaml\", \"name\": \"control_v11p_sd15_canny_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"2.openpose\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose_fp16.safetensors\", \"name\": \"control_v11p_sd15_openpose_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_openpose_fp16.yaml\", \"name\": \"control_v11p_sd15_openpose_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"3.depth\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors\", \"name\": \"control_v11f1p_sd15_depth_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1p_sd15_depth_fp16.yaml\", \"name\": \"control_v11f1p_sd15_depth_fp16.yaml\"},\n",
-        "        {\"url\": \"https://huggingface.co/NagisaNao/models/resolve/main/ControlNet_v11/control_v11p_sd15_depth_anything_fp16.safetensors\", \"name\": \"control_v11p_sd15_depth_anything_fp16.safetensors\"}\n",
-        "    ],\n",
-        "    \"4.normal_map\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors\", \"name\": \"control_v11p_sd15_normalbae_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_normalbae_fp16.yaml\", \"name\": \"control_v11p_sd15_normalbae_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"5.mlsd\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors\", \"name\": \"control_v11p_sd15_mlsd_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_mlsd_fp16.yaml\", \"name\": \"control_v11p_sd15_mlsd_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"6.lineart\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart_fp16.safetensors\", \"name\": \"control_v11p_sd15_lineart_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors\", \"name\": \"control_v11p_sd15s2_lineart_anime_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_lineart_fp16.yaml\", \"name\": \"control_v11p_sd15_lineart_fp16.yaml\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15s2_lineart_anime_fp16.yaml\", \"name\": \"control_v11p_sd15s2_lineart_anime_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"7.soft_edge\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge_fp16.safetensors\", \"name\": \"control_v11p_sd15_softedge_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_softedge_fp16.yaml\", \"name\": \"control_v11p_sd15_softedge_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"8.scribble\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble_fp16.safetensors\", \"name\": \"control_v11p_sd15_scribble_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_scribble_fp16.yaml\", \"name\": \"control_v11p_sd15_scribble_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"9.segmentation\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg_fp16.safetensors\", \"name\": \"control_v11p_sd15_seg_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_seg_fp16.yaml\", \"name\": \"control_v11p_sd15_seg_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"10.shuffle\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors\", \"name\": \"control_v11e_sd15_shuffle_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_shuffle_fp16.yaml\", \"name\": \"control_v11e_sd15_shuffle_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"11.tile\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile_fp16.safetensors\", \"name\": \"control_v11f1e_sd15_tile_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1e_sd15_tile_fp16.yaml\", \"name\": \"control_v11f1e_sd15_tile_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"12.inpaint\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors\", \"name\": \"control_v11p_sd15_inpaint_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_inpaint_fp16.yaml\", \"name\": \"control_v11p_sd15_inpaint_fp16.yaml\"}\n",
-        "    ],\n",
-        "    \"13.instruct_p2p\": [\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors\", \"name\": \"control_v11e_sd15_ip2p_fp16.safetensors\"},\n",
-        "        {\"url\": \"https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_ip2p_fp16.yaml\", \"name\": \"control_v11e_sd15_ip2p_fp16.yaml\"}\n",
-        "    ]\n",
-        "}\n",
-        "\n",
-        "extension_repo = []\n",
-        "prefixes = {\n",
-        "    # It's complicated, but supplementing has become easier\n",
-        "    \"model\": [models_dir, \"Model_url\"],\n",
-        "    \"vae\": [vaes_dir, \"Vae_url\"],\n",
-        "    \"lora\": [loras_dir, \"LoRA_url\"],\n",
-        "    \"embed\": [embeddings_dir, \"Embedding_url\"],\n",
-        "    \"extension\": [extensions_dir, \"Extensions_url\"],\n",
-        "    \"control\": [control_dir, \"ControlNet_url\"]\n",
-        "}\n",
-        "\n",
-        "!mkdir -p {models_dir} {vaes_dir} {loras_dir} {embeddings_dir} {extensions_dir} {control_dir}\n",
-        "\n",
-        "url = \"\"\n",
-        "ControlNet_url = \"\"\n",
-        "hf_token = optional_huggingface_token if optional_huggingface_token else \"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\"\n",
-        "user_header = f\"\\\"Authorization: Bearer {hf_token}\\\"\"\n",
-        "\n",
-        "''' main download code '''\n",
-        "\n",
-        "def handle_manual(url):\n",
-        "    original_url = url\n",
-        "    url = url.split(':', 1)[1]\n",
-        "    file_name = re.search(r'\\[(.*?)\\]', url)\n",
-        "    file_name = file_name.group(1) if file_name else None\n",
-        "    if file_name:\n",
-        "        url = re.sub(r'\\[.*?\\]', '', url)\n",
-        "\n",
-        "    for prefix, (dir, _) in prefixes.items():\n",
-        "        if original_url.startswith(f\"{prefix}:\"):\n",
-        "            if prefix != \"extension\":\n",
-        "                manual_download(url, dir, file_name=file_name)\n",
-        "            else:\n",
-        "                extension_repo.append((url, file_name))\n",
-        "\n",
-        "def manual_download(url, dst_dir, file_name):\n",
-        "    basename = url.split(\"/\")[-1] if file_name is None else file_name\n",
-        "    header_option = f\"--header={user_header}\"\n",
-        "\n",
-        "    print(\"\\033[32m---\"*45 + f\"\\n\\033[33mURL: \\033[34m{url}\\n\\033[33mSAVE DIR: \\033[34m{dst_dir}\\n\\033[33mFILE NAME: \\033[34m{file_name}\\033[32m\\n~~~\\033[0m\")\n",
-        "\n",
-        "    # I do it at my own risk..... Fucking CivitAi >:(\n",
-        "    civitai_token = \"62c0c5956b2f9defbd844d754000180b\"\n",
-        "    if 'civitai' in url and civitai_token:\n",
-        "        url = f\"{url}?token={civitai_token}\"\n",
-        "\n",
-        "    # -- GDrive --\n",
-        "    if 'drive.google' in url:\n",
-        "        if 'folders' in url:\n",
-        "            !gdown --folder \"{url}\" -O {dst_dir} --fuzzy -c\n",
-        "        else:\n",
-        "            if file_name:\n",
-        "               !gdown \"{url}\" -O {dst_dir}/{file_name} --fuzzy -c\n",
-        "            else:\n",
-        "               !gdown \"{url}\" -O {dst_dir} --fuzzy -c\n",
-        "    # -- Huggin Face --\n",
-        "    elif 'huggingface' in url:\n",
-        "        if '/blob/' in url:\n",
-        "            url = url.replace('/blob/', '/resolve/')\n",
-        "        if file_name:\n",
-        "            !aria2c {header_option} --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -c -j5 -x16 -s16 -k1M -d {dst_dir} -o {basename} {url}\n",
-        "        else:\n",
-        "            parsed_link = f'\\n{url}\\n\\tout={unquote(url.split(\"/\")[-1])}'\n",
-        "            !echo -e \"{parsed_link}\" | aria2c {header_option} --console-log-level=error --summary-interval=10 -i- -j5 -x16 -s16 -k1M -c -d \"{dst_dir}\" -o {basename}\n",
-        "    # -- Other --\n",
-        "    elif 'http' in url or 'magnet' in url:\n",
-        "        if file_name:\n",
-        "            !aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -o {file_name} {url}\n",
-        "        else:\n",
-        "            parsed_link = '\"{}\"'.format(url)\n",
-        "            !aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -Z {parsed_link}\n",
-        "\n",
-        "def download(url):\n",
-        "    links_and_paths = url.split(',')\n",
-        "\n",
-        "    for link_or_path in links_and_paths:\n",
-        "        link_or_path = link_or_path.strip()\n",
-        "        if not link_or_path:\n",
-        "            continue\n",
-        "        if any(link_or_path.startswith(prefix.lower()) for prefix in prefixes):\n",
-        "            handle_manual(link_or_path)\n",
-        "            continue\n",
-        "\n",
-        "        url, dst_dir, file_name = link_or_path.split()\n",
-        "        manual_download(url, dst_dir, file_name)\n",
-        "\n",
-        "''' submodels - added urls '''\n",
-        "\n",
-        "submodels = []\n",
-        "\n",
-        "def add_submodels(selection, num_selection, model_dict, dst_dir):\n",
-        "    if selection == \"none\":\n",
-        "        return []\n",
-        "    if selection == \"ALL\":\n",
-        "        all_models = []\n",
-        "        for models in model_dict.values():\n",
-        "            all_models.extend(models)\n",
-        "        selected_models = all_models\n",
-        "    else:\n",
-        "        selected_models = model_dict[selection]\n",
-        "        selected_nums = map(int, num_selection.replace(',', '').split())\n",
-        "\n",
-        "        for num in selected_nums:\n",
-        "            if 1 <= num <= len(model_dict):\n",
-        "                name = list(model_dict)[num - 1]\n",
-        "                selected_models.extend(model_dict[name])\n",
-        "\n",
-        "    unique_models = list({model['name']: model for model in selected_models}.values())\n",
-        "\n",
-        "    for model in unique_models:\n",
-        "        model['dst_dir'] = dst_dir\n",
-        "\n",
-        "    return unique_models\n",
-        "\n",
-        "submodels += add_submodels(Model, Model_Num, model_list, models_dir)                                                   # model\n",
-        "submodels += add_submodels(Vae, Vae_Num, vae_list, vaes_dir)                                                           # vae\n",
-        "submodels += add_submodels(controlnet, \"\" if controlnet == \"ALL\" else controlnet_Num, controlnet_list, control_dir)    # controlnet\n",
-        "\n",
-        "for submodel in submodels:\n",
-        "    if not Inpainting_Model and \"inpainting\" in submodel['name']:\n",
-        "        continue\n",
-        "    url += f\"{submodel['url']} {submodel['dst_dir']} {submodel['name']}, \"\n",
-        "\n",
-        "''' file.txt - added urls '''\n",
-        "\n",
-        "unique_urls = []\n",
-        "\n",
-        "def process_file_download(file_url):\n",
-        "    if file_url.startswith(\"http\"):\n",
-        "        if \"blob\" in file_url:\n",
-        "            file_url = file_url.replace(\"blob\", \"raw\")\n",
-        "        response = requests.get(file_url)\n",
-        "        lines = response.text.split('\\n')\n",
-        "    else:\n",
-        "        with open(file_url, 'r') as file:\n",
-        "            lines = file.readlines()\n",
-        "\n",
-        "    current_tag = None\n",
-        "    for line in lines:\n",
-        "        if any(f'# {tag}' in line.lower() for tag in prefixes):\n",
-        "            current_tag = next((tag for tag in prefixes if tag in line.lower()))\n",
-        "\n",
-        "        urls = [url.strip() for url in line.split(',')]\n",
-        "        for url in urls:\n",
-        "            if url.startswith(\"http\") and url not in unique_urls:\n",
-        "                globals()[prefixes[current_tag][1]] += \", \" + url\n",
-        "                unique_urls.append(url)\n",
-        "\n",
-        "# fix all possible errors/options and function call\n",
-        "if custom_file_urls:\n",
-        "    for custom_file_url in custom_file_urls.replace(',', '').split():\n",
-        "        if not custom_file_url.endswith('.txt'):\n",
-        "            custom_file_url += '.txt'\n",
-        "        if not custom_file_url.startswith('http'):\n",
-        "            if not custom_file_url.startswith(root_path):\n",
-        "                custom_file_url = f'{root_path}/{custom_file_url}'\n",
-        "\n",
-        "        try:\n",
-        "            process_file_download(custom_file_url)\n",
-        "        except FileNotFoundError:\n",
-        "            pass\n",
-        "\n",
-        "# url prefixing\n",
-        "urls = [globals()[urls[1]] for urls in prefixes.values()]\n",
-        "for i, prefix in enumerate(prefixes):\n",
-        "    if urls[i]:\n",
-        "        prefixed_urls = [f\"{prefix}:{url}\" for url in urls[i].replace(',', '').split()]\n",
-        "        if prefixed_urls:\n",
-        "            url += \", \".join(prefixed_urls) + \", \"\n",
-        "\n",
-        "if detailed_download == \"on\":\n",
-        "    print(\"\\n\\n\\033[33m# ====== Подробная Загрузка ====== #\\n\\033[0m\")\n",
-        "    download(url)\n",
-        "    print(\"\\n\\033[33m# =============================== #\\n\\033[0m\")\n",
-        "else:\n",
-        "    with capture.capture_output() as cap:\n",
-        "        download(url)\n",
-        "    del cap\n",
-        "\n",
-        "print(\"\\r🏁 Скачивание Завершено!\" + \" \"*15)\n",
-        "\n",
-        "\n",
-        "# Cleaning shit after downloading...\n",
-        "!find {webui_path} \\( -type d \\( -name \".ipynb_checkpoints\" -o -name \".aria2\" \\) -o -type f -name \"*.aria2\" \\) -exec rm -r {{}} \\; >/dev/null 2>&1\n",
-        "\n",
-        "\n",
-        "## Install of Custom extensions\n",
-        "if len(extension_repo) > 0:\n",
-        "    print(\"✨ Устанвока кастомных расширений...\", end='', flush=True)\n",
-        "    with capture.capture_output() as cap:\n",
-        "        for repo, repo_name in extension_repo:\n",
-        "            if not repo_name:\n",
-        "                repo_name = repo.split('/')[-1]\n",
-        "            !cd {extensions_dir} \\\n",
-        "                && git clone {repo} {repo_name} \\\n",
-        "                && cd {repo_name} \\\n",
-        "                && git fetch\n",
-        "    del cap\n",
-        "    print(f\"\\r📦 Установлено '{len(extension_repo)}', Кастомных расширений!\")\n",
-        "\n",
-        "\n",
-        "## List Models and stuff\n",
-        "if detailed_download == \"off\":\n",
-        "    print(\"\\n\\n\\033[33mЕсли вы не видете каких-то скаченных файлов, включите в виджетах функцию 'Подробная Загрузка'.\")\n",
-        "\n",
-        "if any(not file.endswith('.txt') for file in os.listdir(models_dir)):\n",
-        "    print(\"\\n\\033[33m➤ Models\\033[0m\")\n",
-        "    !find {models_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'\n",
-        "if any(not file.endswith('.txt') for file in os.listdir(vaes_dir)):\n",
-        "    print(\"\\n\\033[33m➤ VAEs\\033[0m\")\n",
-        "    !find {vaes_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'\n",
-        "if any(not file.endswith('.txt') and not os.path.isdir(os.path.join(embeddings_dir, file)) for file in os.listdir(embeddings_dir)):\n",
-        "    print(\"\\n\\033[33m➤ Embeddings\\033[0m\")\n",
-        "    !find {embeddings_dir}/ -mindepth 1 -maxdepth 1 \\( -name '*.pt' -or -name '*.safetensors' \\) -printf '%f\\n'\n",
-        "if any(not file.endswith('.txt') for file in os.listdir(loras_dir)):\n",
-        "    print(\"\\n\\033[33m➤ LoRAs\\033[0m\")\n",
-        "    !find {loras_dir}/ -mindepth 1 ! -name '*.keep' -printf '%f\\n'\n",
-        "print(f\"\\n\\033[33m➤ Extensions\\033[0m\")\n",
-        "!find {extensions_dir}/ -mindepth 1 -maxdepth 1 ! -name '*.txt' -printf '%f\\n'\n",
-        "if any(not file.endswith(('.txt', '.yaml')) for file in os.listdir(control_dir)):\n",
-        "    print(\"\\n\\033[33m➤ ControlNet\\033[0m\")\n",
-        "    !find {control_dir}/ -mindepth 1 ! -name '*.yaml' -printf '%f\\n' | sed 's/^[^_]*_[^_]*_[^_]*_\\(.*\\)_fp16\\.safetensors$/\\1/'\n",
-        "\n",
-        "\n",
-        "# === OTHER ===\n",
-        "# Downlaod discord tags UmiWildcards\n",
-        "files_umi = [\n",
-        "    \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/200_pan_gen.txt\",\n",
-        "    \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/150_bra_gen.txt\"\n",
-        "]\n",
-        "save_dir_path = f\"{webui_path}/extensions/Umi-AI-Wildcards/wildcards/discord\"\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "    for file in files_umi:\n",
-        "        !aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {save_dir_path} {file}\n",
-        "del cap\n",
-        "\n",
-        "\n",
-        "# === ONLY SAGEMAKER ===\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !rm -rf /home/studio-lab-user/.conda/envs/studiolab-safemode\n",
-        "        !rm -rf /home/studio-lab-user/.conda/envs/sagemaker-distribution\n",
-        "        !rm -rf /home/studio-lab-user/.conda/pkgs/cache\n",
-        "        !pip cache purge\n",
-        "        !rm -rf ~/.cache\n",
-        "    del cap"
-      ],
-      "metadata": {
-        "id": "2lJmbqrs3Mu8"
-      },
-      "execution_count": null,
-      "outputs": []
-    }
-  ]
-}

sagemaker/files_cells/notebooks/ru/launch_ru.ipynb

@@ -1,134 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "provenance": []
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "JKTCrY9LU7Oq"
-      },
-      "outputs": [],
-      "source": [
-        "##~   LAUNCH CODE | BY: ANXETY   ~##\n",
-        "\n",
-        "import os\n",
-        "import re\n",
-        "import time\n",
-        "import json\n",
-        "import requests\n",
-        "from datetime import timedelta\n",
-        "\n",
-        "\n",
-        "#  ================= DETECT ENV =================\n",
-        "def detect_environment():\n",
-        "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
-        "    environments = {\n",
-        "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
-        "    }\n",
-        "\n",
-        "    for env_var, (environment, path) in environments.items():\n",
-        "        if env_var in os.environ:\n",
-        "            return environment, path, free_plan\n",
-        "\n",
-        "env, root_path, free_plan = detect_environment()\n",
-        "webui_path = f\"{root_path}/sdw\"\n",
-        "#  ----------------------------------------------\n",
-        "\n",
-        "def load_settings():\n",
-        "    SETTINGS_FILE = f'{root_path}/settings.json'\n",
-        "    if os.path.exists(SETTINGS_FILE):\n",
-        "        with open(SETTINGS_FILE, 'r') as f:\n",
-        "            settings = json.load(f)\n",
-        "        return settings\n",
-        "\n",
-        "settings = load_settings()\n",
-        "ngrok_token = settings['ngrok_token']\n",
-        "zrok_token = settings['zrok_token']\n",
-        "commandline_arguments = settings['commandline_arguments']\n",
-        "\n",
-        "\n",
-        "# ======================== TUNNEL ========================\n",
-        "if env != \"SageMaker Studio Lab\":\n",
-        "    import cloudpickle as pickle\n",
-        "\n",
-        "    def get_public_ip(version='ipv4'):\n",
-        "        try:\n",
-        "            url = f'https://api64.ipify.org?format=json&{version}=true'\n",
-        "            response = requests.get(url)\n",
-        "            data = response.json()\n",
-        "            public_ip = data['ip']\n",
-        "            return public_ip\n",
-        "        except Exception as e:\n",
-        "            print(f\"Error getting public {version} address:\", e)\n",
-        "\n",
-        "    public_ipv4 = get_public_ip(version='ipv4')\n",
-        "\n",
-        "    tunnel_class = pickle.load(open(f\"{root_path}/new_tunnel\", \"rb\"), encoding=\"utf-8\")\n",
-        "    tunnel_port= 1769\n",
-        "    tunnel = tunnel_class(tunnel_port)\n",
-        "    tunnel.add_tunnel(command=\"cl tunnel --url localhost:{port}\", name=\"cl\", pattern=re.compile(r\"[\\w-]+\\.trycloudflare\\.com\"))\n",
-        "    tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
-        "\n",
-        "    ''' add zrok tunnel '''\n",
-        "    if zrok_token:\n",
-        "        get_ipython().system('zrok enable {zrok_token} &> /dev/null')\n",
-        "        tunnel.add_tunnel(command=\"zrok share public http://localhost:{port}/ --headless\", name=\"zrok\", pattern=re.compile(r\"[\\w-]+\\.share\\.zrok\\.io\"))\n",
-        "# ======================== TUNNEL ========================\n",
-        "\n",
-        "\n",
-        "# automatic fixing path V2\n",
-        "!sed -i 's#\"tagger_hf_cache_dir\": \".*models/interrogators\"#\"tagger_hf_cache_dir\": \"{root_path}/sdw/models/interrogators\"#' {webui_path}/config.json\n",
-        "!sed -i 's#\"additional_networks_extra_lora_path\": \".*models/Lora/\"#\"additional_networks_extra_lora_path\": \"{root_path}/sdw/models/Lora/\"#' {webui_path}/config.json\n",
-        "# ---\n",
-        "!sed -i 's/\"sd_checkpoint_hash\": \".*\"/\"sd_checkpoint_hash\": \"\"/g; s/\"sd_model_checkpoint\": \".*\"/\"sd_model_checkpoint\": \"\"/g; s/\"sd_vae\": \".*\"/\"sd_vae\": \"None\"/g' {webui_path}/config.json\n",
-        "\n",
-        "\n",
-        "if env != \"SageMaker Studio Lab\":\n",
-        "    with tunnel:\n",
-        "        %cd {webui_path}\n",
-        "        commandline_arguments += f\" --port=1769\"\n",
-        "\n",
-        "        if ngrok_token:\n",
-        "            commandline_arguments += ' --ngrok ' + ngrok_token\n",
-        "        if env != \"Google Colab\":\n",
-        "            commandline_arguments += f\" --encrypt-pass=1769\"\n",
-        "\n",
-        "        !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
-        "\n",
-        "        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "        print(f\"\\n⌚️ \\033[0mВы проводите эту сессию в течение - \\033[33m{time_since_start}\\033[0m\\n\\n\")\n",
-        "\n",
-        "else:\n",
-        "    if ngrok_token:\n",
-        "        %cd {webui_path}\n",
-        "\n",
-        "        commandline_arguments += ' --ngrok ' + ngrok_token\n",
-        "\n",
-        "        !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
-        "\n",
-        "        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "        print(f\"\\n⌚️ \\033[0mВы проводите эту сессию в течение - \\033[33m{time_since_start}\\033[0m\\n\\n\")\n",
-        "\n",
-        "    else:\n",
-        "        print(\"Упс... Я думаю, вы забыли вставить токен `ngrok`..... вернитесь к виджетам и вставьте его, чтобы запустить webui... без него никак :/\\nВы можете получить токен здесь:\\n\\nhttps://dashboard.ngrok.com/get-started/your-authtoken\")"
-      ]
-    }
-  ]
-}

sagemaker/files_cells/notebooks/ru/widgets_ru.ipynb

@@ -1,619 +0,0 @@
-{
-  "nbformat": 4,
-  "nbformat_minor": 0,
-  "metadata": {
-    "colab": {
-      "provenance": []
-    },
-    "kernelspec": {
-      "name": "python3",
-      "display_name": "Python 3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "cells": [
-    {
-      "cell_type": "code",
-      "source": [
-        "##~   WIDGET CODE | BY: ANXETY   ~##\n",
-        "\n",
-        "import os\n",
-        "import json\n",
-        "import time\n",
-        "import ipywidgets as widgets\n",
-        "from ipywidgets import widgets, Layout, Label, Button, VBox, HBox\n",
-        "from IPython.display import display, HTML, Javascript, clear_output\n",
-        "\n",
-        "\n",
-        "#  ================= DETECT ENV =================\n",
-        "def detect_environment():\n",
-        "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
-        "    environments = {\n",
-        "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
-        "    }\n",
-        "\n",
-        "    for env_var, (environment, path) in environments.items():\n",
-        "        if env_var in os.environ:\n",
-        "            return environment, path, free_plan\n",
-        "\n",
-        "env, root_path, free_plan = detect_environment()\n",
-        "webui_path = f\"{root_path}/sdw\"\n",
-        "\n",
-        "!mkdir -p {root_path}\n",
-        "#  ----------------------------------------------\n",
-        "\n",
-        "\n",
-        "# ==================== CSS JS ====================\n",
-        "# custom background images (test)\n",
-        "import argparse\n",
-        "parser = argparse.ArgumentParser(description='This script processes an background image.')\n",
-        "parser.add_argument('-i', '--image', type=str, help='URL of the image to process', metavar='')\n",
-        "parser.add_argument('-o', '--opacity', type=float, help='Opacity level for the image, between 0 and 1', metavar='', default=0.3)\n",
-        "parser.add_argument('-b', '--blur', type=str, help='Blur level for the image', metavar='', default=0)\n",
-        "parser.add_argument('-y', type=int, help='Y coordinate for the image in px', metavar='', default=0)\n",
-        "parser.add_argument('-x', type=int, help='X coordinate for the image in px', metavar='', default=0)\n",
-        "parser.add_argument('-s', '--scale', type=int, help='Scale image in %%', metavar='', default=100)\n",
-        "parser.add_argument('-m', '--mode', type=str, help='Specify \"no-repeat\" so that the image pattern is not repeated.', metavar='', default='repeat')\n",
-        "parser.add_argument('-t', '--transparent', action='store_true', help='Flag to exclude z-index from CSS. Makes fields transparent')\n",
-        "args = parser.parse_args()\n",
-        "# ---\n",
-        "url_img, opacity_img, blur_img, y_img, x_img, scale_img, mode_img = args.image, args.opacity, args.blur, args.y, args.x, args.scale, args.mode\n",
-        "\n",
-        "# WTF COLAB - WHAT THE FUCK IS THE DIFFERENCE OF 40 PIXELS!?!?!?\n",
-        "fix_heigh_img = \"-780px\"\n",
-        "if env == \"Google Colab\": # betrayal..\n",
-        "    fix_heigh_img = \"-740px\"\n",
-        "\n",
-        "container_background = f'''\n",
-        "<style>\n",
-        ":root {{\n",
-        "  --img_background: url({url_img});\n",
-        "  --img_opacity: {opacity_img};\n",
-        "  --img_blur: {blur_img}px;\n",
-        "  --image_y: {y_img}px;\n",
-        "  --image_x: {x_img}px;\n",
-        "  --img_scale: {scale_img}%;\n",
-        "  --img_mode: {mode_img};\n",
-        "  --img_height_dif: {fix_heigh_img}\n",
-        "}}\n",
-        "\n",
-        ".widget-dropdown select,\n",
-        ".widget-text input[type=\"text\"] {{\n",
-        "    height: 30px;\n",
-        "    background-color: #1c1c1c;\n",
-        "    border: 1px solid #262626;\n",
-        "    border-radius: 10px;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "    transition: all 0.3s ease-in-out;\n",
-        "'''\n",
-        "\n",
-        "if not args.transparent:\n",
-        "    container_background += \"   z-index: 1;\\n</style>\\n\"\n",
-        "\n",
-        "display(HTML(container_background))\n",
-        "# ---\n",
-        "\n",
-        "CSS = '''\n",
-        "<style>\n",
-        "/* General Styles */\n",
-        ".header {\n",
-        "    font-family: cursive;\n",
-        "    font-size: 20px;\n",
-        "    font-weight: bold;\n",
-        "    color: #ff8cee;\n",
-        "    margin-bottom: 15px;\n",
-        "    user-select: none;\n",
-        "    cursor: default;\n",
-        "    display: inline-block;\n",
-        "}\n",
-        "\n",
-        "hr {\n",
-        "    border-color: grey;\n",
-        "    background-color: grey;\n",
-        "    opacity: 0.25;\n",
-        "}\n",
-        "\n",
-        "a {\n",
-        "  text-decoration: none;\n",
-        "  color: inherit;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Container style */\n",
-        "\n",
-        ".container {\n",
-        "    position: relative;\n",
-        "    background-color: #232323;\n",
-        "    width: 1080px;\n",
-        "    padding: 10px 15px;\n",
-        "    border-radius: 15px;\n",
-        "    box-shadow: 0 0 50px rgba(0, 0, 0, 0.3);\n",
-        "    margin-bottom: 5px;\n",
-        "    overflow: hidden;\n",
-        "}\n",
-        "\n",
-        ".container::after {\n",
-        "    position: absolute;\n",
-        "    top: 5px;\n",
-        "    right: 10px;\n",
-        "    content: \"ANXETY\";\n",
-        "    font-weight: bold;\n",
-        "    font-size: 24px;\n",
-        "    color: rgba(0, 0, 0, 0.2);\n",
-        "}\n",
-        "\n",
-        "/* background img */\n",
-        ".container::before {\n",
-        "  content: \"\";\n",
-        "  position: absolute;\n",
-        "  top: 0;\n",
-        "  left: 0;\n",
-        "  right: 0;\n",
-        "  bottom: 0;\n",
-        "  background-image: var(--img_background);\n",
-        "  background-size: var(--img_scale);\n",
-        "  background-repeat: var(--img_mode);\n",
-        "  opacity: var(--img_opacity);\n",
-        "  mix-blend-mode: screen;\n",
-        "  pointer-events: none;\n",
-        "  filter: blur(var(--img_blur));\n",
-        "}\n",
-        "\n",
-        ".image_1::before {\n",
-        "  background-position: var(--image_x) calc(-120px - var(--image_y));\n",
-        "}\n",
-        ".image_2::before {\n",
-        "  background-position: var(--image_x) calc(-290px - var(--image_y));\n",
-        "}\n",
-        ".image_3::before {\n",
-        "  background-position: var(--image_x) calc(-430px - var(--image_y));\n",
-        "}\n",
-        ".image_4::before {\n",
-        "  background-position: var(--image_x) calc(var(--img_height_dif) - var(--image_y));\n",
-        "}\n",
-        "\n",
-        ".container_custom_downlad {\n",
-        "    height: 55px;\n",
-        "    transition: all 0.5s;\n",
-        "}\n",
-        "\n",
-        ".container_custom_downlad.expanded {\n",
-        "    height: 270px;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Element text style */\n",
-        "\n",
-        ".widget-html,\n",
-        ".widget-button,\n",
-        ".widget-text label,\n",
-        ".widget-checkbox label,\n",
-        ".widget-dropdown label,\n",
-        ".widget-dropdown select,\n",
-        ".widget-text input[type=\"text\"] {\n",
-        "    font-family: cursive;\n",
-        "    font-size: 14px;\n",
-        "    color: white !important;\n",
-        "    user-select: none;\n",
-        "}\n",
-        "\n",
-        ".widget-text input[type=\"text\"]::placeholder {\n",
-        "    color: grey;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Input field styles */\n",
-        "/*\n",
-        ".widget-dropdown select,\n",
-        ".widget-text input[type=\"text\"] {\n",
-        "    height: 30px;\n",
-        "    background-color: #1c1c1c;\n",
-        "    border: 1px solid #262626;\n",
-        "    border-radius: 10px;\n",
-        "    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);\n",
-        "    transition: all 0.3s ease-in-out;\n",
-        "}\n",
-        "*/\n",
-        "\n",
-        ".widget-dropdown select:focus,\n",
-        ".widget-text input[type=\"text\"]:focus {\n",
-        "    border-color: #006ee5;\n",
-        "}\n",
-        "\n",
-        ".widget-dropdown select:hover,\n",
-        ".widget-text input[type=\"text\"]:hover {\n",
-        "    transform: scale(1.003);\n",
-        "    background-color: #262626;\n",
-        "    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.5);\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Slider Checkbox style */\n",
-        "\n",
-        ".widget-checkbox input[type=\"checkbox\"] {\n",
-        "    appearance: none;\n",
-        "    position: relative;\n",
-        "    top: 4px; /* Why is he taller?! */\n",
-        "    width: 40px;\n",
-        "    height: 20px;\n",
-        "    border: none;\n",
-        "    border-radius: 10px;\n",
-        "    background-color: #20b2aa;\n",
-        "    cursor: pointer;\n",
-        "    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.3);\n",
-        "    transition: background-color 0.3s ease;\n",
-        "}\n",
-        ".widget-checkbox input[type=\"checkbox\"]:checked {\n",
-        "    background-color: #2196F3;\n",
-        "}\n",
-        "\n",
-        ".widget-checkbox input[type=\"checkbox\"]:before {\n",
-        "    content: '';\n",
-        "    position: absolute;\n",
-        "    top: 50%;\n",
-        "    left: 3px;\n",
-        "    width: 16px;\n",
-        "    height: 16px;\n",
-        "    border-radius: inherit;\n",
-        "    background-color: white;\n",
-        "    box-shadow: 0 0 8px rgba(0, 0, 0, 0.3);\n",
-        "    transform: translateY(-50%);\n",
-        "    transition: left 0.3s ease;\n",
-        "}\n",
-        ".widget-checkbox input[type=\"checkbox\"]:checked:before {\n",
-        "    left: 21px;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Button styles */\n",
-        "\n",
-        ".button_save {\n",
-        "    font-size: 15px;\n",
-        "    font-weight: bold;\n",
-        "    width: 120px;\n",
-        "    height: 35px;\n",
-        "    border-radius: 15px;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: left bottom;\n",
-        "    transition: background 0.5s ease-in-out, transform 0.3s ease;\n",
-        "}\n",
-        "\n",
-        ".button_save:hover {\n",
-        "    cursor: pointer;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, #93ac47 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: right bottom;\n",
-        "    transform: translateY(1px);\n",
-        "}\n",
-        "\n",
-        ".button_ngrok {\n",
-        "    font-size: 12px;\n",
-        "    height: 30px;\n",
-        "    border-radius: 10px;\n",
-        "    padding: 1px 12px;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: left bottom;\n",
-        "    transition: background 0.5s ease-in-out, transform 0.3s ease;\n",
-        "    white-space: nowrap;\n",
-        "}\n",
-        "\n",
-        ".button_ngrok:hover  {\n",
-        "    cursor: pointer;\n",
-        "    background-image: radial-gradient(circle at top left, purple 10%, #1D94BB 90%);\n",
-        "    background-size: 200% 200%;\n",
-        "    background-position: right bottom;\n",
-        "    transform: translateY(1px);\n",
-        "}\n",
-        "\n",
-        ".button_save:active,\n",
-        ".button_ngrok:active {\n",
-        "    filter: brightness(0.75) !important;\n",
-        "}\n",
-        "\n",
-        "/* Removes ugly stroke from widget buttons. */\n",
-        ".jupyter-widgets.lm-Widget:focus {\n",
-        "    outline: none;\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Popup style of `FAQ` window */\n",
-        "\n",
-        ".info {\n",
-        "    position: absolute;\n",
-        "    top: -5px;\n",
-        "    right: 95px;\n",
-        "    color: grey;\n",
-        "    font-family: cursive;\n",
-        "    font-size: 14px;\n",
-        "    font-weight: normal;\n",
-        "    user-select: none;\n",
-        "    pointer-events: none;\n",
-        "    opacity: 0;\n",
-        "    transition: opacity 0.3s ease-in-out;\n",
-        "    display: inline-block;\n",
-        "}\n",
-        "\n",
-        ".popup {\n",
-        "    position: absolute;\n",
-        "    top: 120px;\n",
-        "    z-index: 999;\n",
-        "    width: auto;\n",
-        "    padding: 10px;\n",
-        "    text-align: center;\n",
-        "    background-color: rgba(255, 255, 255, 0.05);\n",
-        "    backdrop-filter: blur(20px);\n",
-        "    border: 1px solid rgba(255, 255, 255, 0.45);\n",
-        "    border-radius: 8px;\n",
-        "    box-shadow: 0 0 50px rgba(0, 0, 0, 0.5);\n",
-        "    opacity: 0;\n",
-        "    color: #fff;\n",
-        "    font-size: 16px;\n",
-        "    font-family: cursive;\n",
-        "    user-select: none;\n",
-        "    cursor: default;\n",
-        "    pointer-events: none;\n",
-        "    transform: rotate(-5deg);\n",
-        "    transition: top 0.3s ease-in-out, opacity 0.3s ease-in-out, transform 0.3s ease-in-out;\n",
-        "}\n",
-        "\n",
-        ".sample {\n",
-        "    display: inline-block;\n",
-        "    margin-top: 25px;\n",
-        "    padding: 10px 100px;\n",
-        "    background-color: rgba(255, 255, 255, 0.2);\n",
-        "    color: #c6e2ff;\n",
-        "    border: 2px solid rgba(255, 255, 255, 0.2);\n",
-        "    border-radius: 8px;\n",
-        "    box-shadow: 0 0 10px rgba(255, 255, 255, 0.2), inset 0 0 25px rgba(255, 255, 255, 0.2);\n",
-        "}\n",
-        "\n",
-        ".info.showed {\n",
-        "    opacity: 1;\n",
-        "    pointer-events: auto;\n",
-        "}\n",
-        "\n",
-        ".info:hover + .popup {\n",
-        "    top: 35px;\n",
-        "    opacity: 1;\n",
-        "    pointer-events: initial;\n",
-        "    transform: rotate(0deg);\n",
-        "}\n",
-        "\n",
-        "\n",
-        "/* Animation of elements */\n",
-        "\n",
-        ".container,\n",
-        ".button_save {\n",
-        "    animation-name: showedWidgets;\n",
-        "    animation-duration: 1s;\n",
-        "    animation-fill-mode: forwards;\n",
-        "}\n",
-        "\n",
-        ".container.hide,\n",
-        ".button_save.hide {\n",
-        "    animation-name: hideWidgets;\n",
-        "    animation-duration: 0.5s;\n",
-        "    animation-fill-mode: forwards;\n",
-        "}\n",
-        "\n",
-        "@keyframes showedWidgets {\n",
-        "    0% {\n",
-        "        transform: translate3d(-65%, 15%, 0) scale(0) rotate(15deg);\n",
-        "        filter: blur(25px) grayscale(1) brightness(0.3);\n",
-        "        opacity: 0;\n",
-        "    }\n",
-        "    100% {\n",
-        "        transform: translate3d(0, 0, 0) scale(1) rotate(0deg);\n",
-        "        filter: blur(0) grayscale(0) brightness(1);\n",
-        "        opacity: 1;\n",
-        "    }\n",
-        "}\n",
-        "\n",
-        "@keyframes hideWidgets {\n",
-        "    0% {\n",
-        "        transform: translate3d(0, 0, 0) scale(1) rotate3d(1, 0, 0, 0deg);\n",
-        "        filter: blur(0) grayscale(0) brightness(1);\n",
-        "        opacity: 1;\n",
-        "    }\n",
-        "    100% {\n",
-        "        transform: translate3d(0, 5%, 0) scale(0.9) rotate3d(1, 0, 0, 90deg);\n",
-        "        filter: blur(15px) grayscale(1) brightness(0.5);\n",
-        "        opacity: 0;\n",
-        "    }\n",
-        "}\n",
-        "</style>\n",
-        "\n",
-        "<!-- TOGGLE 'CustomDL' SCRIPT -->\n",
-        "<script>\n",
-        "function toggleContainer() {\n",
-        "    let downloadContainer = document.querySelector('.container_custom_downlad');\n",
-        "    let info = document.querySelector('.info');\n",
-        "\n",
-        "    downloadContainer.classList.toggle('expanded');\n",
-        "    info.classList.toggle('showed');\n",
-        "}\n",
-        "</script>\n",
-        "'''\n",
-        "\n",
-        "display(HTML(CSS))\n",
-        "# ==================== CSS JS ====================\n",
-        "\n",
-        "\n",
-        "# ==================== WIDGETS ====================\n",
-        "# --- global widgets ---\n",
-        "style = {'description_width': 'initial'}\n",
-        "layout = widgets.Layout(min_width='1047px')\n",
-        "\n",
-        "HR = widgets.HTML('<hr>')\n",
-        "\n",
-        "# --- MODEL ---\n",
-        "model_header = widgets.HTML('<div class=\"header\">Выбор Модели<div>')\n",
-        "model_options = ['none',\n",
-        "                 '1.Anime (by XpucT) + INP',\n",
-        "                 '2.BluMix [Anime] [V7]',\n",
-        "                 '3.Cetus-Mix [Anime] [V4] + INP',\n",
-        "                 '4.Counterfeit [Anime] [V3] + INP',\n",
-        "                 '5.CuteColor [Anime] [V3]',\n",
-        "                 '6.Dark-Sushi-Mix [Anime]',\n",
-        "                 '7.Deliberate [Realism] [V6] + INP',\n",
-        "                 '8.Meina-Mix [Anime] [V11] + INP',\n",
-        "                 '9.Mix-Pro [Anime] [V4] + INP']\n",
-        "# ---\n",
-        "Model_widget = widgets.Dropdown(options=model_options, value='4.Counterfeit [Anime] [V3] + INP', description='Модель:', style=style, layout=layout)\n",
-        "Model_Num_widget = widgets.Text(description='Номер Модели:', placeholder='Введите номера моделей для скачивания через запятую/пробел.', style=style, layout=layout)\n",
-        "Inpainting_Model_widget = widgets.Checkbox(value=False, description='Inpainting Модели', style=style)\n",
-        "\n",
-        "''' Display Model'''\n",
-        "all_model_box = widgets.VBox([model_header, Model_widget, Model_Num_widget, Inpainting_Model_widget]).add_class(\"container\").add_class(\"image_1\")\n",
-        "display(all_model_box)\n",
-        "\n",
-        "# --- VAE ---\n",
-        "vae_header = widgets.HTML('<div class=\"header\" >Выбор VAE</div>')\n",
-        "vae_options = ['none',\n",
-        "               '1.Anime.vae',\n",
-        "               '2.Anything.vae',\n",
-        "               '3.Blessed2.vae',\n",
-        "               '4.ClearVae.vae',\n",
-        "               '5.WD.vae']\n",
-        "Vae_widget = widgets.Dropdown(options=vae_options, value='3.Blessed2.vae', description='Vae:', style=style, layout=layout)\n",
-        "Vae_Num_widget = widgets.Text(description='Номер Vae:', placeholder='Введите номера vae для скачивания через запятую/пробел.', style=style, layout=layout)\n",
-        "\n",
-        "''' Display Vae'''\n",
-        "all_vae_box= widgets.VBox([vae_header, Vae_widget, Vae_Num_widget]).add_class(\"container\").add_class(\"image_2\")\n",
-        "display(all_vae_box)\n",
-        "\n",
-        "# --- ADDITIONAL ---\n",
-        "additional_header = widgets.HTML('<div class=\"header\">Дополнительно</div>')\n",
-        "latest_webui_widget = widgets.Checkbox(value=True, description='Обновить WebUI', style=style)\n",
-        "latest_exstensions_widget = widgets.Checkbox(value=True, description='Обновить Расширения', style=style)\n",
-        "detailed_download_widget = widgets.Dropdown(options=['off', 'on'], value='off', description='Подробная Загрузка:', style=style)\n",
-        "latest_changes_widget = HBox([latest_webui_widget, latest_exstensions_widget, detailed_download_widget], layout=widgets.Layout(justify_content='space-between'))\n",
-        "controlnet_options = ['none', 'ALL', '1.canny',\n",
-        "                      '2.openpose', '3.depth',\n",
-        "                      '4.normal_map', '5.mlsd',\n",
-        "                      '6.lineart', '7.soft_edge',\n",
-        "                      '8.scribble', '9.segmentation',\n",
-        "                      '10.shuffle', '11.tile',\n",
-        "                      '12.inpaint', '13.instruct_p2p']\n",
-        "# ---\n",
-        "controlnet_widget = widgets.Dropdown(options=controlnet_options, value='none', description='ControlNet:', style=style, layout=layout)\n",
-        "controlnet_Num_widget = widgets.Text(description='Номер ControlNet:', placeholder='Введите номера моделей ControlNet для скачивания через запятую/пробел.', style=style, layout=layout)\n",
-        "commit_hash_widget = widgets.Text(description='Commit Hash:', style=style, layout=layout)\n",
-        "optional_huggingface_token_widget = widgets.Text(description='Токен HuggingFace:', style=style, layout=layout)\n",
-        "ngrok_token_widget = widgets.Text(description='Токен Ngrok:', style=style, layout=widgets.Layout(width='1047px'))\n",
-        "ngrock_button = widgets.HTML('<a href=\"https://dashboard.ngrok.com/get-started/your-authtoken\" target=\"_blank\">Получить Ngrok Токен</a>').add_class(\"button_ngrok\")\n",
-        "ngrok_widget = widgets.HBox([ngrok_token_widget, ngrock_button], style=style, layout=layout)\n",
-        "zrok_token_widget = widgets.Text(description='Zrok Token:', style=style, layout=widgets.Layout(width='1047px'))\n",
-        "zrok_button = widgets.HTML('<a href=\"https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU\" target=\"_blank\">Зарегать Zrok Токен</a>').add_class(\"button_ngrok\")\n",
-        "zrok_widget = widgets.HBox([zrok_token_widget, zrok_button], style=style, layout=layout)\n",
-        "# ---\n",
-        "commandline_arguments_options = \"--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars --xformers\"\n",
-        "commandline_arguments_widget = widgets.Text(description='Аргументы:', value=commandline_arguments_options, style=style, layout=layout)\n",
-        "\n",
-        "''' Display Additional'''\n",
-        "additional_widget_list = [additional_header, latest_changes_widget, HR, controlnet_widget, controlnet_Num_widget, commit_hash_widget, optional_huggingface_token_widget, ngrok_widget, zrok_widget, HR, commandline_arguments_widget]\n",
-        "if free_plan and env == \"Google Colab\": # remove ngrok from colab\n",
-        "    additional_widget_list.remove(ngrok_widget)\n",
-        "if env == \"SageMaker Studio Lab\": # remove zrok from sagemaker\n",
-        "    additional_widget_list.remove(zrok_widget)\n",
-        "# ```\n",
-        "all_additional_box = widgets.VBox(additional_widget_list).add_class(\"container\").add_class(\"image_3\")\n",
-        "display(all_additional_box)\n",
-        "\n",
-        "# --- CUSTOM DOWNLOAD ---\n",
-        "custom_download_header_popup = widgets.HTML('''\n",
-        "<style>\n",
-        "/* Color */\n",
-        ".sample_label {color: #dbafff;}\n",
-        ".braces {color: #ffff00;}\n",
-        ".extension {color: #eb934b;}\n",
-        ".file_name {color: #ffffd8;}\n",
-        "</style>\n",
-        "\n",
-        "<div class=\"header\" style=\"cursor: pointer;\" onclick=\"toggleContainer()\">Кастомная Загрузка</div>\n",
-        "<!-- PopUp window -->\n",
-        "<div class=\"info\" id=\"info_dl\">INFO</div>\n",
-        "<div class=\"popup\">\n",
-        "    Разделите несколько URL-адресов запятой/пробелом. Для <span class=\"file_name\">пользовательского имени</span> файла/расширения укажите его через <span class=\"braces\">[]</span>\n",
-        "    после URL без пробелов.\n",
-        "    <span style=\"color: #ff9999\">Для файлов обязательно укажите</span> - <span class=\"extension\">Расширение Файла.</span>\n",
-        "    <div class=\"sample\">\n",
-        "        <span class=\"sample_label\">Пример для Файла:</span>\n",
-        "        https://civitai.com/api/download/models/229782<span class=\"braces\">[</span><span class=\"file_name\">Detailer</span><span class=\"extension\">.safetensors</span><span class=\"braces\">]</span>\n",
-        "        <br>\n",
-        "        <span class=\"sample_label\">Пример для Расширения:</span>\n",
-        "        https://github.com/hako-mikan/sd-webui-regional-prompter<span class=\"braces\">[</span><span class=\"file_name\">Regional-Prompter</span><span class=\"braces\">]</span>\n",
-        "    </div>\n",
-        "</div>\n",
-        "''')\n",
-        "# ---\n",
-        "Model_url_widget = widgets.Text(description='Model:', style=style, layout=layout)\n",
-        "Vae_url_widget = widgets.Text(description='Vae:', style=style, layout=layout)\n",
-        "LoRA_url_widget = widgets.Text(description='LoRa:', style=style, layout=layout)\n",
-        "Embedding_url_widget = widgets.Text(description='Embedding:', style=style, layout=layout)\n",
-        "Extensions_url_widget = widgets.Text(description='Extensions:', style=style, layout=layout)\n",
-        "custom_file_urls_widget = widgets.Text(description='Файл (txt):', style=style, layout=layout)\n",
-        "\n",
-        "''' Display CustomDl'''\n",
-        "all_custom_box = widgets.VBox([\n",
-        "    custom_download_header_popup, Model_url_widget, Vae_url_widget, LoRA_url_widget, Embedding_url_widget, Extensions_url_widget, custom_file_urls_widget\n",
-        "    ]).add_class(\"container\").add_class(\"image_4\").add_class(\"container_custom_downlad\")\n",
-        "display(all_custom_box)\n",
-        "\n",
-        "# --- Save Button ---\n",
-        "save_button = widgets.Button(description='Сохранить').add_class(\"button_save\")\n",
-        "display(save_button)\n",
-        "\n",
-        "\n",
-        "# ============ Load / Save - Settings V2 ============\n",
-        "SETTINGS_FILE = f'{root_path}/settings.json'\n",
-        "\n",
-        "settings_keys = [\n",
-        "    'Model', 'Model_Num', 'Inpainting_Model',\n",
-        "    'Vae', 'Vae_Num',\n",
-        "    'latest_webui', 'latest_exstensions', 'detailed_download',\n",
-        "    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',\n",
-        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
-        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'\n",
-        "]\n",
-        "\n",
-        "def save_settings():\n",
-        "    settings = {key: globals()[f\"{key}_widget\"].value for key in settings_keys}\n",
-        "    with open(SETTINGS_FILE, 'w') as f:\n",
-        "        json.dump(settings, f)\n",
-        "\n",
-        "def load_settings():\n",
-        "    if os.path.exists(SETTINGS_FILE):\n",
-        "        with open(SETTINGS_FILE, 'r') as f:\n",
-        "            settings = json.load(f)\n",
-        "            for key in settings_keys:\n",
-        "                globals()[f\"{key}_widget\"].value = settings.get(key)\n",
-        "\n",
-        "def save_data(button):\n",
-        "    save_settings()\n",
-        "\n",
-        "    # --- uhh - hide... ---\n",
-        "    widgets_list = [all_model_box, all_vae_box, all_additional_box, all_custom_box, save_button]\n",
-        "    for widget in widgets_list:\n",
-        "        widget.add_class(\"hide\")\n",
-        "    time.sleep(0.5)\n",
-        "\n",
-        "    widgets.Widget.close_all()\n",
-        "\n",
-        "settings = load_settings()\n",
-        "save_button.on_click(save_data)"
-      ],
-      "metadata": {
-        "id": "2lJmbqrs3Mu8"
-      },
-      "execution_count": null,
-      "outputs": []
-    }
-  ]
-}

sagemaker/files_cells/python/en/auto-cleaner_en.py

@@ -1,353 +0,0 @@
-##~ AutoCleaner V3.6 CODE | BY: ANXETY   ~##
-
-# --change log--
-"""
-V3.6 | 13.03.24
-Fixed selection window
-Dynamic update of memory display
-"""
-
-
-import os
-import time
-import ipywidgets as widgets
-from ipywidgets import Label, Button, VBox, HBox
-from IPython.display import display, HTML, Javascript
-
-
-#  ================= DETECT ENV =================
-def detect_environment():
-    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
-    environments = {
-        'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
-    }
-
-    for env_var, (environment, path) in environments.items():
-        if env_var in os.environ:
-            return environment, path, free_plan
-
-env, root_path, free_plan = detect_environment()
-webui_path = f"{root_path}/sdw"
-#  ----------------------------------------------
-
-
-directories = {
-    "Images": f"{webui_path}/outputs",
-    "Models": f"{webui_path}/models/Stable-diffusion/",
-    "Vae": f"{webui_path}/models/VAE/",
-    "LoRa": f"{webui_path}/models/Lora/",
-    "ControlNet Models": f"{webui_path}/models/ControlNet/"
-}
-
-
-# ==================== CSS ====================
-CSS = """
-<style>
-/* General Styles */
-
-hr {
-    border-color: grey;
-    background-color: grey;
-    opacity: 0.25;
-}
-
-.instruction_AC {
-    font-family: cursive;
-    font-size: 18px;
-    color: grey;
-    user-select: none;
-    cursor: default;
-}
-
-
-/* Container style */
-
-.container_AC {
-    position: relative;
-    background-color: #232323;
-    width: 800px;
-    height: auto;
-    padding: 15px;
-    border-radius: 15px;
-    box-shadow: 0 0 50px rgba(0, 0, 0, 0.3);
-    margin-bottom: 5px;
-    overflow: visible;
-}
-
-.container_AC::before {
-    position: absolute;
-    top: 5px;
-    right: 10px;
-    content: "AutoCleanerV3.6";
-    font-weight: bold;
-    font-size: 24px;
-    color: rgba(0, 0, 0, 0.2);
-}
-
-.container_AC::after {
-    position: absolute;
-    top: 30px;
-    right: 10px;
-    content: "ANXETY";
-    font-weight: bold;
-    font-size: 18px;
-    color: rgba(0, 0, 0, 0.2);
-}
-
-.custom-select-multiple_AC select {
-    padding: 10px;
-    font-family: cursive;
-    border: 1px solid #262626 !important;
-    border-radius: 10px;
-    color: white;
-    background-color: #1c1c1c;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-}
-
-.output_AC {
-    padding: 10px;
-    height: auto;
-    border: 1px solid #262626;
-    border-radius: 10px;
-    background-color: #1c1c1c;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-    width: auto;
-    box-sizing: border-box;
-}
-
-.output_message_AC {
-    font-family: cursive;
-    color: white !important;
-    font-size: 14px;
-    user-select: none;
-    cursor: default
-}
-
-
-.storage_info_AC {
-    padding: 5px 20px;
-    height: auto;
-    border: 1px solid #262626;
-    border-radius: 10px;
-    background-color: #1c1c1c;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-    width: auto;
-    font-family: cursive;
-    color: #B2B2B2 !important;
-    font-size: 14px;
-    user-select: none;
-    cursor: default
-}
-
-
-/* Button and storage info layout */
-.lower_information_panel_AC {
-    display: flex;
-    align-items: center;
-    justify-content: space-between;
-}
-
-
-/* Button style */
-
-.button_AC {
-    width: auto;
-    font-family: cursive;
-    color: white !important;
-    font-size: 14px;
-    font-weight: bold;
-    height: 35px;
-    border-radius: 15px;
-    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);
-    background-size: 200% 200%;
-    background-position: left bottom;
-    transition: background 0.5s ease-in-out, transform 0.3s ease;
-}
-
-.button_AC:hover {
-    cursor: pointer;
-    background-size: 200% 200%;
-    background-position: right bottom;
-    transform: translateY(1px);
-}
-
-.button_execute_AC:hover {
-    background-image: radial-gradient(circle at top left, purple 10%, #93ac47 90%);
-}
-
-.button_clear_AC:hover {
-    background-image: radial-gradient(circle at top left, purple 10%, #fc3468 90%);
-}
-
-.button_execute_AC:active,
-.button_clear_AC:active {
-    filter: brightness(0.75);
-}
-
-.jupyter-widgets.lm-Widget:focus {
-    outline: none;
-}
-
-
-/* Animation of elements */
-
-/* Emergence */
-.container_AC {
-    animation-name: slideInTopBlur;
-    animation-duration: 0.7s;
-    animation-fill-mode: forwards;
-}
-
-@keyframes slideInTopBlur {
-    0% {
-        transform: translate3d(0, 50%, 0) scale(0.85) rotate3d(1, 0, 0, -85deg);
-        filter: blur(5px) grayscale(1) brightness(0.5);
-        opacity: 0;
-    }
-    100% {
-        transform: translate3d(0, 0, 0) scale(1) rotate3d(1, 0, 0, 0deg);
-        filter: blur(0) grayscale(0) brightness(1);
-        opacity: 1;
-    }
-}
-
-/* Leaving */
-.container_AC.hide {
-    animation-name: slideOutTopBlur;
-    animation-duration: 0.5s;
-    animation-fill-mode: forwards;
-}
-
-@keyframes slideOutTopBlur {
-    0% {
-        transform: translate3d(0, 0, 0) scale(1);
-        filter: blur(0) grayscale(0) brightness(1);
-        opacity: 1;
-    }
-    100% {
-        transform: translate3d(0, -100%, 0);
-        filter: blur(5px) grayscale(1) brightness(0);
-        opacity: 0;
-    }
-}
-</style>
-"""
-
-display(HTML(CSS))
-# ==================== CSS ====================
-
-
-# ================ AutoCleaner function ================
-def clean_directory(directory):
-    deleted_files = 0
-    for root, dirs, files in os.walk(directory):
-        for file in files:
-            if file.endswith(".txt"):
-                continue
-            os.remove(os.path.join(root, file))
-            if not file.endswith(".yaml"):
-                deleted_files += 1
-    return deleted_files
-
-
-def get_word_variant(n, variants):
-    unit = abs(n) % 10
-    tens = abs(n) % 100
-    if tens in range(11, 15):
-        return variants[2]
-    elif unit == 1:
-        return variants[0]
-    elif unit in range(2, 5):
-        return variants[1]
-    else:
-        return variants[2]
-
-
-def update_memory_info():
-    disk_space = psutil.disk_usage(os.getcwd())
-    total = disk_space.total / (1024 ** 3)
-    used = disk_space.used / (1024 ** 3)
-    free = disk_space.free / (1024 ** 3)
-
-    storage_info.value = f'''
-    <div class="storage_info_AC">Total storage: {total:.2f} GB <span style="color: #555">|</span> Used: {used:.2f} GB <span style="color: #555">|</span> Free: {free:.2f} GB</div>
-    '''
-
-
-def on_execute_button_press(button):
-    selected_cleaners = auto_cleaner_widget.value
-    deleted_files_dict = {}
-
-    for option in selected_cleaners:
-        if option in directories:
-            deleted_files_dict[option] = clean_directory(directories[option])
-
-    output.clear_output()
-
-    with output:
-        for message in generate_messages(deleted_files_dict):
-            message_widget = HTML(f'<p class="output_message_AC">{message}</p>')
-            display(message_widget)
-
-    update_memory_info()
-
-
-def on_clear_button_press(button):
-    container.add_class("hide")
-    time.sleep(0.5)
-    widgets.Widget.close_all()
-
-
-def generate_messages(deleted_files_dict):
-    messages = []
-    word_variants = {
-        "Images": ["Image", "Images", "Images"],
-        "Models": ["Model", "Models", "Models"],
-        "Vae": ["VAE", "VAE", "VAE"],
-        "LoRa": ["LoRa", "LoRa", "LoRa"],
-        "ControlNet Models": ["ControlNet Model", "ControlNet Models", "ControlNet Models"]
-    }
-    deleted_word_variants = ["Deleted", "Deleted", "Deleted"]
-    for key, value in deleted_files_dict.items():
-        word_variant = word_variants.get(key, ["", "", ""])
-        deleted_word = get_word_variant(value, deleted_word_variants)
-        object_word = get_word_variant(value, word_variant)
-        messages.append(f"{deleted_word} {value} {object_word}")
-    return messages
-# ================ AutoCleaner function ================
-
-
-# --- storage memory ---
-import psutil
-disk_space = psutil.disk_usage(os.getcwd())
-total = disk_space.total / (1024 ** 3)
-used = disk_space.used / (1024 ** 3)
-free = disk_space.free / (1024 ** 3)
-
-
-# UI Code
-AutoCleaner_options = AutoCleaner_options = list(directories.keys())
-instruction_label = widgets.HTML('''
-<span class="instruction_AC">Use <span style="color: #B2B2B2;">ctrl</span> or <span style="color: #B2B2B2;">shift</span> for multiple selections.</span>
-''')
-auto_cleaner_widget = widgets.SelectMultiple(options=AutoCleaner_options, layout=widgets.Layout(width='auto')).add_class("custom-select-multiple_AC")
-output = widgets.Output().add_class("output_AC")
-# ---
-execute_button = Button(description='Execute Cleaning').add_class("button_execute_AC").add_class("button_AC")
-execute_button.on_click(on_execute_button_press)
-clear_button = Button(description='Hide Widget').add_class("button_clear_AC").add_class("button_AC")
-clear_button.on_click(on_clear_button_press)
-# ---
-storage_info = widgets.HTML(f'''
-<div class="storage_info_AC">Total storage: {total:.2f} GB <span style="color: #555">|</span> Used: {used:.2f} GB <span style="color: #555">|</span> Free: {free:.2f} GB</div>
-''')
-# ---
-buttons = widgets.HBox([execute_button, clear_button])
-lower_information_panel = widgets.HBox([buttons, storage_info]).add_class("lower_information_panel_AC")
-
-container = VBox([instruction_label, widgets.HTML('<hr>'), auto_cleaner_widget, output, widgets.HTML('<hr>'), lower_information_panel]).add_class("container_AC")
-
-display(container)
-

sagemaker/files_cells/python/en/downloading_en.py

@@ -1,564 +0,0 @@
-##~   DOWNLOADING CODE | BY: ANXETY   ~##
-
-import os
-import re
-import time
-import json
-import requests
-import subprocess
-from datetime import timedelta
-from subprocess import getoutput
-from urllib.parse import unquote
-from IPython.utils import capture
-from IPython.display import clear_output
-
-
-#  ================= DETECT ENV =================
-def detect_environment():
-    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
-    environments = {
-        'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
-    }
-
-    for env_var, (environment, path) in environments.items():
-        if env_var in os.environ:
-            return environment, path, free_plan
-
-env, root_path, free_plan = detect_environment()
-webui_path = f"{root_path}/sdw"
-#  ----------------------------------------------
-
-
-# === ONLY SAGEMAKER ===
-if env == "SageMaker Studio Lab":
-    print("Updating dependencies, may take some time...")
-    get_ipython().system('pip install -q --upgrade torchsde')
-    get_ipython().system('pip install -q --upgrade pip')
-    get_ipython().system('pip install -q --upgrade psutil')
-
-    clear_output()
-
-
-# ================ LIBRARIES ================
-flag_file = f"{root_path}/libraries_installed.txt"
-
-if not os.path.exists(flag_file):
-    # automatic1111 update webui to 1.8.0
-    xformers = "xformers==0.0.23.post1 triton==2.1.0"
-    torch = "torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121"
-
-    print("💿 Installing the libraries, it's going to take a while...", end='')
-    with capture.capture_output() as cap:
-        get_ipython().system('pip install -U gdown')
-        get_ipython().system('apt-get update && apt -y install aria2')
-        get_ipython().system('npm install -g localtunnel &> /dev/null')
-        get_ipython().system('curl -s -OL https://github.com/DEX-1101/sd-webui-notebook/raw/main/res/new_tunnel --output-dir {root_path}')
-        get_ipython().system('curl -s -Lo /usr/bin/cl https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64 && chmod +x /usr/bin/cl')
-        get_ipython().system('pip install insightface')
-        get_ipython().system('curl -sLO https://github.com/openziti/zrok/releases/download/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && tar -xzf zrok_0.4.23_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.23_linux_amd64.tar.gz')
-
-        if env == "SageMaker Studio Lab":
-            get_ipython().run_line_magic('pip', 'install -q opencv-python-headless huggingface-hub')
-            get_ipython().run_line_magic('conda', 'update -q -n base conda')
-            get_ipython().run_line_magic('conda', 'install -q -y aria2')
-            get_ipython().run_line_magic('conda', 'install -q -y glib')
-            get_ipython().system('pip install tensorflow')
-
-            get_ipython().system('wget -P /home/studio-lab-user https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/FULL_DELETED_NOTEBOOK.ipynb')
-
-        if env == "Google Colab":
-            get_ipython().system('pip install xformers==0.0.25 --no-deps')
-        else:
-            get_ipython().system('pip install -q {torch} -U')
-            get_ipython().system('pip install -q {xformers} -U')
-
-        with open(flag_file, "w") as f:
-            f.write("hey ;3")
-    del cap
-    print("\r🍪 Libraries are installed!" + " "*35)
-    time.sleep(2)
-    clear_output()
-
-
-# ================= loading settings V4 =================
-def load_settings(path):
-    if os.path.exists(path):
-        with open(path, 'r') as file:
-            return json.load(file)
-    return {}
-
-settings = load_settings(f'{root_path}/settings.json')
-
-variables = [
-    'Model', 'Model_Num', 'Inpainting_Model',
-    'Vae', 'Vae_Num',
-    'latest_webui', 'latest_exstensions', 'detailed_download',
-    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',
-    'ngrok_token', 'zrok_token', 'commandline_arguments',
-    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'
-]
-
-locals().update({key: settings.get(key) for key in variables})
-
-
-# ================= OTHER =================
-try:
-    start_colab
-except:
-    start_colab = int(time.time())-5
-
-# CONFIG DIR
-models_dir = f"{webui_path}/models/Stable-diffusion"
-vaes_dir = f"{webui_path}/models/VAE"
-embeddings_dir = f"{webui_path}/embeddings"
-loras_dir = f"{webui_path}/models/Lora"
-extensions_dir = f"{webui_path}/extensions"
-control_dir = f"{webui_path}/models/ControlNet"
-
-
-# ================= MAIN CODE =================
-# --- Obsolescence warning ---
-if env == "SageMaker Studio Lab":
-    print("You are using the 'SageMaker' environment - this environment is outdated so many bugs will not be fixed and it will be cut in functionality. To save memory and/or to avoid bugs.\n\n")
-
-
-if not os.path.exists(webui_path):
-    start_install = int(time.time())
-    print("⌚ Unpacking Stable Diffusion...", end='')
-    with capture.capture_output() as cap:
-        get_ipython().system('aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip -o repo.zip')
-        get_ipython().system('unzip -q -o repo.zip -d {webui_path}')
-        get_ipython().system('rm -rf repo.zip')
-
-        get_ipython().run_line_magic('cd', '{root_path}')
-        os.environ["SAFETENSORS_FAST_GPU"]='1'
-        os.environ["CUDA_MODULE_LOADING"]="LAZY"
-        os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
-        os.environ["PYTHONWARNINGS"] = "ignore"
-
-        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
-    del cap
-    install_time = timedelta(seconds=time.time()-start_install)
-    print("\r🚀 Unpacking is complete! For","%02d:%02d:%02d ⚡\n" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)
-else:
-    if env == "SageMaker Studio Lab":
-        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
-    print("🚀 All unpacked... Skip. ⚡")
-    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-    print(f"⌚️ You have been conducting this session for - \033[33m{time_since_start}\033[0m")
-
-
-## Changes extensions and WebUi
-if latest_webui or latest_exstensions:
-    action = "Updating WebUI and Extensions" if latest_webui and latest_exstensions else ("WebUI Update" if latest_webui else "Update Extensions")
-    print(f"⌚️ {action}...", end='', flush=True)
-    with capture.capture_output() as cap:
-        get_ipython().system('git config --global user.email "[email protected]"')
-        get_ipython().system('git config --global user.name "Your Name"')
-
-        ## Update Webui
-        if latest_webui:
-            get_ipython().run_line_magic('cd', '{webui_path}')
-            get_ipython().system('git restore .')
-            get_ipython().system('git pull -X theirs --rebase --autostash')
-
-        ## Update extensions
-        if latest_exstensions:
-            if env != "SageMaker Studio Lab":
-                get_ipython().system('{\'for dir in \' + webui_path + \'/extensions/*/; do cd \\"$dir\\" && git reset --hard && git pull; done\'}')
-            else:
-                get_ipython().system('{\'for dir in /home/studio-lab-user/content/sdw/extensions/*/; do cd \\"$dir\\" && git fetch origin && git pull; done\'}')
-
-        # My Chinese friend, you broke the images again in the latest update... >W<'
-        get_ipython().run_line_magic('cd', '{webui_path}/extensions/Encrypt-Image')
-        get_ipython().system('git reset --hard 376358d8854472b9ea50e9fc8800367d1ca51137 # stable commit :3')
-
-        get_ipython().system('cd {webui_path}/repositories/stable-diffusion-stability-ai && git restore .')
-    del cap
-    print(f"\r✨ {action} Completed!")
-
-
-# === FIXING ERRORS ===
-# --- Encrypt-Image ---
-get_ipython().system("sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js")
-
-# --- SageMaker ---
-if env == "SageMaker Studio Lab":
-    with capture.capture_output() as cap:
-        # --- SuperMerger Remove ---
-        if os.path.exists(f"{webui_path}/extensions/supermerger"):
-            get_ipython().system('rm -rf {webui_path}/extensions/supermerger')
-        # --- Launch (Style) ---
-        get_ipython().system('wget -O {webui_path}/modules/styles.py https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/fixing/webui/styles.py')
-    del cap
-
-
-## Version switching
-if commit_hash:
-    print('⏳ Time machine activation...', end="", flush=True)
-    with capture.capture_output() as cap:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-        get_ipython().system('git config --global user.email "[email protected]"')
-        get_ipython().system('git config --global user.name "Your Name"')
-        get_ipython().system('git reset --hard {commit_hash}')
-    del cap
-    print(f"\r⌛️ The time machine has been activated! Current commit: \033[34m{commit_hash}\033[0m")
-
-
-## Downloading model and stuff | oh yeah~ I'm starting to misunderstand my own code ( almost my own ;3 )
-print("📦 Downloading models and stuff...", end='')
-model_list = {
-    "1.Anime (by XpucT) + INP": [
-        {"url": "https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2.safetensors", "name": "Anime_v2.safetensors"},
-        {"url": "https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2-inpainting.safetensors", "name": "Anime_v2-inpainting.safetensors"}
-    ],
-    "2.BluMix [Anime] [V7]": [
-        {"url": "https://civitai.com/api/download/models/361779", "name": "BluMix_v7.safetensors"}
-    ],
-    "3.Cetus-Mix [Anime] [V4] + INP": [
-        {"url": "https://civitai.com/api/download/models/130298", "name": "CetusMix_V4.safetensors"},
-        {"url": "https://civitai.com/api/download/models/139882", "name": "CetusMix_V4-inpainting.safetensors"}
-    ],
-    "4.Counterfeit [Anime] [V3] + INP": [
-        {"url": "https://civitai.com/api/download/models/125050", "name": "Counterfeit_V3.safetensors"},
-        {"url": "https://civitai.com/api/download/models/137911", "name": "Counterfeit_V3-inpainting.safetensors"}
-    ],
-    "5.CuteColor [Anime] [V3]": [
-        {"url": "https://civitai.com/api/download/models/138754", "name": "CuteColor_V3.safetensors"}
-    ],
-    "6.Dark-Sushi-Mix [Anime]": [
-        {"url": "https://civitai.com/api/download/models/101640", "name": "DarkSushiMix_2_5D.safetensors"},
-        {"url": "https://civitai.com/api/download/models/56071", "name": "DarkSushiMix_colorful.safetensors"}
-    ],
-    "7.Deliberate [Realism] [V6] + INP": [
-        {"url": "https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6.safetensors", "name": "Deliberate_v6.safetensors"},
-        {"url": "https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6-inpainting.safetensors", "name": "Deliberate_v6-inpainting.safetensors"}
-    ],
-    "8.Meina-Mix [Anime] [V11] + INP": [
-        {"url": "https://civitai.com/api/download/models/119057", "name": "MeinaMix_V11.safetensors"},
-        {"url": "https://civitai.com/api/download/models/120702", "name": "MeinaMix_V11-inpainting.safetensors"}
-    ],
-    "9.Mix-Pro [Anime] [V4] + INP": [
-        {"url": "https://civitai.com/api/download/models/125668", "name": "MixPro_V4.safetensors"},
-        {"url": "https://civitai.com/api/download/models/139878", "name": "MixPro_V4-inpainting.safetensors"}
-    ]
-}
-
-# 1-4 (fp16/cleaned)
-vae_list = {
-    "1.Anime.vae": [
-        {"url": "https://civitai.com/api/download/models/131654", "name": "Anime.vae.safetensors"},
-        {"url": "https://civitai.com/api/download/models/131658", "name": "vae-ft-mse.vae.safetensors"}
-    ],
-    "2.Anything.vae": [{"url": "https://civitai.com/api/download/models/131656", "name": "Anything.vae.safetensors"}],
-    "3.Blessed2.vae": [{"url": "https://civitai.com/api/download/models/142467", "name": "Blessed2.vae.safetensors"}],
-    "4.ClearVae.vae": [{"url": "https://civitai.com/api/download/models/133362", "name": "ClearVae_23.vae.safetensors"}],
-    "5.WD.vae": [{"url": "https://huggingface.co/NoCrypt/resources/resolve/main/VAE/wd.vae.safetensors", "name": "WD.vae.safetensors"}]
-}
-
-controlnet_list = {
-    "1.canny": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny_fp16.safetensors", "name": "control_v11p_sd15_canny_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_canny_fp16.yaml", "name": "control_v11p_sd15_canny_fp16.yaml"}
-    ],
-    "2.openpose": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose_fp16.safetensors", "name": "control_v11p_sd15_openpose_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_openpose_fp16.yaml", "name": "control_v11p_sd15_openpose_fp16.yaml"}
-    ],
-    "3.depth": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors", "name": "control_v11f1p_sd15_depth_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1p_sd15_depth_fp16.yaml", "name": "control_v11f1p_sd15_depth_fp16.yaml"},
-        {"url": "https://huggingface.co/NagisaNao/models/resolve/main/ControlNet_v11/control_v11p_sd15_depth_anything_fp16.safetensors", "name": "control_v11p_sd15_depth_anything_fp16.safetensors"}
-    ],
-    "4.normal_map": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors", "name": "control_v11p_sd15_normalbae_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_normalbae_fp16.yaml", "name": "control_v11p_sd15_normalbae_fp16.yaml"}
-    ],
-    "5.mlsd": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors", "name": "control_v11p_sd15_mlsd_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_mlsd_fp16.yaml", "name": "control_v11p_sd15_mlsd_fp16.yaml"}
-    ],
-    "6.lineart": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart_fp16.safetensors", "name": "control_v11p_sd15_lineart_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors", "name": "control_v11p_sd15s2_lineart_anime_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_lineart_fp16.yaml", "name": "control_v11p_sd15_lineart_fp16.yaml"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15s2_lineart_anime_fp16.yaml", "name": "control_v11p_sd15s2_lineart_anime_fp16.yaml"}
-    ],
-    "7.soft_edge": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge_fp16.safetensors", "name": "control_v11p_sd15_softedge_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_softedge_fp16.yaml", "name": "control_v11p_sd15_softedge_fp16.yaml"}
-    ],
-    "8.scribble": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble_fp16.safetensors", "name": "control_v11p_sd15_scribble_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_scribble_fp16.yaml", "name": "control_v11p_sd15_scribble_fp16.yaml"}
-    ],
-    "9.segmentation": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg_fp16.safetensors", "name": "control_v11p_sd15_seg_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_seg_fp16.yaml", "name": "control_v11p_sd15_seg_fp16.yaml"}
-    ],
-    "10.shuffle": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors", "name": "control_v11e_sd15_shuffle_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_shuffle_fp16.yaml", "name": "control_v11e_sd15_shuffle_fp16.yaml"}
-    ],
-    "11.tile": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile_fp16.safetensors", "name": "control_v11f1e_sd15_tile_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1e_sd15_tile_fp16.yaml", "name": "control_v11f1e_sd15_tile_fp16.yaml"}
-    ],
-    "12.inpaint": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors", "name": "control_v11p_sd15_inpaint_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_inpaint_fp16.yaml", "name": "control_v11p_sd15_inpaint_fp16.yaml"}
-    ],
-    "13.instruct_p2p": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors", "name": "control_v11e_sd15_ip2p_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_ip2p_fp16.yaml", "name": "control_v11e_sd15_ip2p_fp16.yaml"}
-    ]
-}
-
-extension_repo = []
-prefixes = {
-    # It's complicated, but supplementing has become easier
-    "model": [models_dir, "Model_url"],
-    "vae": [vaes_dir, "Vae_url"],
-    "lora": [loras_dir, "LoRA_url"],
-    "embed": [embeddings_dir, "Embedding_url"],
-    "extension": [extensions_dir, "Extensions_url"],
-    "control": [control_dir, "ControlNet_url"]
-}
-
-get_ipython().system('mkdir -p {models_dir} {vaes_dir} {loras_dir} {embeddings_dir} {extensions_dir} {control_dir}')
-
-url = ""
-ControlNet_url = ""
-hf_token = optional_huggingface_token if optional_huggingface_token else "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"
-user_header = f"\"Authorization: Bearer {hf_token}\""
-
-''' main download code '''
-
-def handle_manual(url):
-    original_url = url
-    url = url.split(':', 1)[1]
-    file_name = re.search(r'\[(.*?)\]', url)
-    file_name = file_name.group(1) if file_name else None
-    if file_name:
-        url = re.sub(r'\[.*?\]', '', url)
-
-    for prefix, (dir, _) in prefixes.items():
-        if original_url.startswith(f"{prefix}:"):
-            if prefix != "extension":
-                manual_download(url, dir, file_name=file_name)
-            else:
-                extension_repo.append((url, file_name))
-
-def manual_download(url, dst_dir, file_name):
-    basename = url.split("/")[-1] if file_name is None else file_name
-    header_option = f"--header={user_header}"
-
-    print("\033[32m---"*45 + f"\n\033[33mURL: \033[34m{url}\n\033[33mSAVE DIR: \033[34m{dst_dir}\n\033[33mFILE NAME: \033[34m{file_name}\033[32m\n~~~\033[0m")
-
-    # I do it at my own risk..... Fucking CivitAi >:(
-    civitai_token = "62c0c5956b2f9defbd844d754000180b"
-    if 'civitai' in url and civitai_token:
-        url = f"{url}?token={civitai_token}"
-
-    # -- GDrive --
-    if 'drive.google' in url:
-        if 'folders' in url:
-            get_ipython().system('gdown --folder "{url}" -O {dst_dir} --fuzzy -c')
-        else:
-            if file_name:
-               get_ipython().system('gdown "{url}" -O {dst_dir}/{file_name} --fuzzy -c')
-            else:
-               get_ipython().system('gdown "{url}" -O {dst_dir} --fuzzy -c')
-    # -- Huggin Face --
-    elif 'huggingface' in url:
-        if '/blob/' in url:
-            url = url.replace('/blob/', '/resolve/')
-        if file_name:
-            get_ipython().system('aria2c {header_option} --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -c -j5 -x16 -s16 -k1M -d {dst_dir} -o {basename} {url}')
-        else:
-            parsed_link = f'\n{url}\n\tout={unquote(url.split("/")[-1])}'
-            get_ipython().system('echo -e "{parsed_link}" | aria2c {header_option} --console-log-level=error --summary-interval=10 -i- -j5 -x16 -s16 -k1M -c -d "{dst_dir}" -o {basename}')
-    # -- Other --
-    elif 'http' in url or 'magnet' in url:
-        if file_name:
-            get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -o {file_name} {url}')
-        else:
-            parsed_link = '"{}"'.format(url)
-            get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -Z {parsed_link}')
-
-def download(url):
-    links_and_paths = url.split(',')
-
-    for link_or_path in links_and_paths:
-        link_or_path = link_or_path.strip()
-        if not link_or_path:
-            continue
-        if any(link_or_path.startswith(prefix.lower()) for prefix in prefixes):
-            handle_manual(link_or_path)
-            continue
-
-        url, dst_dir, file_name = link_or_path.split()
-        manual_download(url, dst_dir, file_name)
-
-''' submodels - added urls '''
-
-submodels = []
-
-def add_submodels(selection, num_selection, model_dict, dst_dir):
-    if selection == "none":
-        return []
-    if selection == "ALL":
-        all_models = []
-        for models in model_dict.values():
-            all_models.extend(models)
-        selected_models = all_models
-    else:
-        selected_models = model_dict[selection]
-        selected_nums = map(int, num_selection.replace(',', '').split())
-
-        for num in selected_nums:
-            if 1 <= num <= len(model_dict):
-                name = list(model_dict)[num - 1]
-                selected_models.extend(model_dict[name])
-
-    unique_models = list({model['name']: model for model in selected_models}.values())
-
-    for model in unique_models:
-        model['dst_dir'] = dst_dir
-
-    return unique_models
-
-submodels += add_submodels(Model, Model_Num, model_list, models_dir)                                                   # model
-submodels += add_submodels(Vae, Vae_Num, vae_list, vaes_dir)                                                           # vae
-submodels += add_submodels(controlnet, "" if controlnet == "ALL" else controlnet_Num, controlnet_list, control_dir)    # controlnet
-
-for submodel in submodels:
-    if not Inpainting_Model and "inpainting" in submodel['name']:
-        continue
-    url += f"{submodel['url']} {submodel['dst_dir']} {submodel['name']}, "
-
-''' file.txt - added urls '''
-
-unique_urls = []
-
-def process_file_download(file_url):
-    if file_url.startswith("http"):
-        if "blob" in file_url:
-            file_url = file_url.replace("blob", "raw")
-        response = requests.get(file_url)
-        lines = response.text.split('\n')
-    else:
-        with open(file_url, 'r') as file:
-            lines = file.readlines()
-
-    current_tag = None
-    for line in lines:
-        if any(f'# {tag}' in line.lower() for tag in prefixes):
-            current_tag = next((tag for tag in prefixes if tag in line.lower()))
-
-        urls = [url.strip() for url in line.split(',')]
-        for url in urls:
-            if url.startswith("http") and url not in unique_urls:
-                globals()[prefixes[current_tag][1]] += ", " + url
-                unique_urls.append(url)
-
-# fix all possible errors/options and function call
-if custom_file_urls:
-    for custom_file_url in custom_file_urls.replace(',', '').split():
-        if not custom_file_url.endswith('.txt'):
-            custom_file_url += '.txt'
-        if not custom_file_url.startswith('http'):
-            if not custom_file_url.startswith(root_path):
-                custom_file_url = f'{root_path}/{custom_file_url}'
-
-        try:
-            process_file_download(custom_file_url)
-        except FileNotFoundError:
-            pass
-
-# url prefixing
-urls = [globals()[urls[1]] for urls in prefixes.values()]
-for i, prefix in enumerate(prefixes):
-    if urls[i]:
-        prefixed_urls = [f"{prefix}:{url}" for url in urls[i].replace(',', '').split()]
-        if prefixed_urls:
-            url += ", ".join(prefixed_urls) + ", "
-
-if detailed_download == "on":
-    print("\n\n\033[33m# ====== Detailed Download ====== #\n\033[0m")
-    download(url)
-    print("\n\033[33m# =============================== #\n\033[0m")
-else:
-    with capture.capture_output() as cap:
-        download(url)
-    del cap
-
-print("\r🏁 Download Complete!" + " "*15)
-
-
-# Cleaning shit after downloading...
-get_ipython().system('find {webui_path} \\( -type d \\( -name ".ipynb_checkpoints" -o -name ".aria2" \\) -o -type f -name "*.aria2" \\) -exec rm -r {{}} \\; >/dev/null 2>&1')
-
-
-## Install of Custom extensions
-if len(extension_repo) > 0:
-    print("✨ Installing custom extensions...", end='', flush=True)
-    with capture.capture_output() as cap:
-        for repo, repo_name in extension_repo:
-            if not repo_name:
-                repo_name = repo.split('/')[-1]
-            get_ipython().system('cd {extensions_dir}                  && git clone {repo} {repo_name}                  && cd {repo_name}                  && git fetch')
-    del cap
-    print(f"\r📦 Installed '{len(extension_repo)}', Custom extensions!")
-
-
-## List Models and stuff
-if detailed_download == "off":
-    print("\n\n\033[33mIf you don't see any downloaded files, enable the 'Detailed Downloads' feature in the widget.")
-
-if any(not file.endswith('.txt') for file in os.listdir(models_dir)):
-    print("\n\033[33m➤ Models\033[0m")
-    get_ipython().system("find {models_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'")
-if any(not file.endswith('.txt') for file in os.listdir(vaes_dir)):
-    print("\n\033[33m➤ VAEs\033[0m")
-    get_ipython().system("find {vaes_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'")
-if any(not file.endswith('.txt') and not os.path.isdir(os.path.join(embeddings_dir, file)) for file in os.listdir(embeddings_dir)):
-    print("\n\033[33m➤ Embeddings\033[0m")
-    get_ipython().system("find {embeddings_dir}/ -mindepth 1 -maxdepth 1 \\( -name '*.pt' -or -name '*.safetensors' \\) -printf '%f\\n'")
-if any(not file.endswith('.txt') for file in os.listdir(loras_dir)):
-    print("\n\033[33m➤ LoRAs\033[0m")
-    get_ipython().system("find {loras_dir}/ -mindepth 1 ! -name '*.keep' -printf '%f\\n'")
-print(f"\n\033[33m➤ Extensions\033[0m")
-get_ipython().system("find {extensions_dir}/ -mindepth 1 -maxdepth 1 ! -name '*.txt' -printf '%f\\n'")
-if any(not file.endswith(('.txt', '.yaml')) for file in os.listdir(control_dir)):
-    print("\n\033[33m➤ ControlNet\033[0m")
-    get_ipython().system("find {control_dir}/ -mindepth 1 ! -name '*.yaml' -printf '%f\\n' | sed 's/^[^_]*_[^_]*_[^_]*_\\(.*\\)_fp16\\.safetensors$/\\1/'")
-
-
-# === OTHER ===
-# Downlaod discord tags UmiWildcards
-files_umi = [
-    "https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/200_pan_gen.txt",
-    "https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/150_bra_gen.txt"
-]
-save_dir_path = f"{webui_path}/extensions/Umi-AI-Wildcards/wildcards/discord"
-
-with capture.capture_output() as cap:
-    for file in files_umi:
-        get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {save_dir_path} {file}')
-del cap
-
-
-# === ONLY SAGEMAKER ===
-if env == "SageMaker Studio Lab":
-    with capture.capture_output() as cap:
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/envs/studiolab-safemode')
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/envs/sagemaker-distribution')
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/pkgs/cache')
-        get_ipython().system('pip cache purge')
-        get_ipython().system('rm -rf ~/.cache')
-    del cap
-

sagemaker/files_cells/python/en/launch_en.py

@@ -1,107 +0,0 @@
-##~   LAUNCH CODE | BY: ANXETY   ~##
-
-import os
-import re
-import time
-import json
-import requests
-from datetime import timedelta
-
-
-#  ================= DETECT ENV =================
-def detect_environment():
-    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
-    environments = {
-        'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
-    }
-
-    for env_var, (environment, path) in environments.items():
-        if env_var in os.environ:
-            return environment, path, free_plan
-
-env, root_path, free_plan = detect_environment()
-webui_path = f"{root_path}/sdw"
-#  ----------------------------------------------
-
-def load_settings():
-    SETTINGS_FILE = f'{root_path}/settings.json'
-    if os.path.exists(SETTINGS_FILE):
-        with open(SETTINGS_FILE, 'r') as f:
-            settings = json.load(f)
-        return settings
-
-settings = load_settings()
-ngrok_token = settings['ngrok_token']
-zrok_token = settings['zrok_token']
-commandline_arguments = settings['commandline_arguments']
-
-
-# ======================== TUNNEL ========================
-if env != "SageMaker Studio Lab":
-    import cloudpickle as pickle
-
-    def get_public_ip(version='ipv4'):
-        try:
-            url = f'https://api64.ipify.org?format=json&{version}=true'
-            response = requests.get(url)
-            data = response.json()
-            public_ip = data['ip']
-            return public_ip
-        except Exception as e:
-            print(f"Error getting public {version} address:", e)
-
-    public_ipv4 = get_public_ip(version='ipv4')
-
-    tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-8")
-    tunnel_port= 1769
-    tunnel = tunnel_class(tunnel_port)
-    tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
-    tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
-
-    ''' add zrok tunnel '''
-    if zrok_token:
-        get_ipython().system('zrok enable {zrok_token} &> /dev/null')
-        tunnel.add_tunnel(command="zrok share public http://localhost:{port}/ --headless", name="zrok", pattern=re.compile(r"[\w-]+\.share\.zrok\.io"))
-# ======================== TUNNEL ========================
-
-
-# automatic fixing path V2
-get_ipython().system('sed -i \'s#"tagger_hf_cache_dir": ".*models/interrogators"#"tagger_hf_cache_dir": "{root_path}/sdw/models/interrogators"#\' {webui_path}/config.json')
-get_ipython().system('sed -i \'s#"additional_networks_extra_lora_path": ".*models/Lora/"#"additional_networks_extra_lora_path": "{root_path}/sdw/models/Lora/"#\' {webui_path}/config.json')
-# ---
-get_ipython().system('sed -i \'s/"sd_checkpoint_hash": ".*"/"sd_checkpoint_hash": ""/g; s/"sd_model_checkpoint": ".*"/"sd_model_checkpoint": ""/g; s/"sd_vae": ".*"/"sd_vae": "None"/g\' {webui_path}/config.json')
-
-
-if env != "SageMaker Studio Lab":
-    with tunnel:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-        commandline_arguments += f" --port=1769"
-
-        if ngrok_token:
-            commandline_arguments += ' --ngrok ' + ngrok_token
-        if env != "Google Colab":
-            commandline_arguments += f" --encrypt-pass=1769"
-
-        get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
-
-        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-        print(f"\n⌚️ \033[0mYou have been conducting this session for - \033[33m{time_since_start}\033[0m\n\n")
-
-else:
-    if ngrok_token:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-
-        commandline_arguments += ' --ngrok ' + ngrok_token
-
-        get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
-
-        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-        print(f"\n⌚️ \033[0mYou have been conducting this session for - \033[33m{time_since_start}\033[0m\n\n")
-
-    else:
-        print("Oops... I think you forgot to insert the token `ngrok`..... go back to widgets and insert it to start webui... no way without it :/\nYou can get the token here:\n\nhttps://dashboard.ngrok.com/get-started/your-authtoken")
-

sagemaker/files_cells/python/en/widgets_en.py

@@ -1,592 +0,0 @@
-##~   WIDGET CODE | BY: ANXETY   ~##
-
-import os
-import json
-import time
-import ipywidgets as widgets
-from ipywidgets import widgets, Layout, Label, Button, VBox, HBox
-from IPython.display import display, HTML, Javascript, clear_output
-
-
-#  ================= DETECT ENV =================
-def detect_environment():
-    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
-    environments = {
-        'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
-    }
-
-    for env_var, (environment, path) in environments.items():
-        if env_var in os.environ:
-            return environment, path, free_plan
-
-env, root_path, free_plan = detect_environment()
-webui_path = f"{root_path}/sdw"
-
-get_ipython().system('mkdir -p {root_path}')
-#  ----------------------------------------------
-
-
-# ==================== CSS JS ====================
-# custom background images (test)
-import argparse
-parser = argparse.ArgumentParser(description='This script processes an background image.')
-parser.add_argument('-i', '--image', type=str, help='URL of the image to process', metavar='')
-parser.add_argument('-o', '--opacity', type=float, help='Opacity level for the image, between 0 and 1', metavar='', default=0.3)
-parser.add_argument('-b', '--blur', type=str, help='Blur level for the image', metavar='', default=0)
-parser.add_argument('-y', type=int, help='Y coordinate for the image in px', metavar='', default=0)
-parser.add_argument('-x', type=int, help='X coordinate for the image in px', metavar='', default=0)
-parser.add_argument('-s', '--scale', type=int, help='Scale image in %%', metavar='', default=100)
-parser.add_argument('-m', '--mode', type=str, help='Specify "no-repeat" so that the image pattern is not repeated.', metavar='', default='repeat')
-parser.add_argument('-t', '--transparent', action='store_true', help='Flag to exclude z-index from CSS. Makes fields transparent')
-args = parser.parse_args()
-# ---
-url_img, opacity_img, blur_img, y_img, x_img, scale_img, mode_img = args.image, args.opacity, args.blur, args.y, args.x, args.scale, args.mode
-
-# WTF COLAB - WHAT THE FUCK IS THE DIFFERENCE OF 40 PIXELS!?!?!?
-fix_heigh_img = "-780px"
-if env == "Google Colab": # betrayal..
-    fix_heigh_img = "-740px"
-
-container_background = f'''
-<style>
-:root {{
-  --img_background: url({url_img});
-  --img_opacity: {opacity_img};
-  --img_blur: {blur_img}px;
-  --image_y: {y_img}px;
-  --image_x: {x_img}px;
-  --img_scale: {scale_img}%;
-  --img_mode: {mode_img};
-  --img_height_dif: {fix_heigh_img}
-}}
-
-.widget-dropdown select,
-.widget-text input[type="text"] {{
-    height: 30px;
-    background-color: #1c1c1c;
-    border: 1px solid #262626;
-    border-radius: 10px;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-    transition: all 0.3s ease-in-out;
-'''
-
-if not args.transparent:
-    container_background += "   z-index: 1;\n</style>\n"
-
-display(HTML(container_background))
-# ---
-
-CSS = '''
-<style>
-/* General Styles */
-.header {
-    font-family: cursive;
-    font-size: 20px;
-    font-weight: bold;
-    color: #ff8cee;
-    margin-bottom: 15px;
-    user-select: none;
-    cursor: default;
-    display: inline-block;
-}
-
-hr {
-    border-color: grey;
-    background-color: grey;
-    opacity: 0.25;
-}
-
-a {
-  text-decoration: none;
-  color: inherit;
-}
-
-
-/* Container style */
-
-.container {
-    position: relative;
-    background-color: #232323;
-    width: 1080px;
-    padding: 10px 15px;
-    border-radius: 15px;
-    box-shadow: 0 0 50px rgba(0, 0, 0, 0.3);
-    margin-bottom: 5px;
-    overflow: hidden;
-}
-
-.container::after {
-    position: absolute;
-    top: 5px;
-    right: 10px;
-    content: "ANXETY";
-    font-weight: bold;
-    font-size: 24px;
-    color: rgba(0, 0, 0, 0.2);
-}
-
-/* background img */
-.container::before {
-  content: "";
-  position: absolute;
-  top: 0;
-  left: 0;
-  right: 0;
-  bottom: 0;
-  background-image: var(--img_background);
-  background-size: var(--img_scale);
-  background-repeat: var(--img_mode);
-  opacity: var(--img_opacity);
-  mix-blend-mode: screen;
-  pointer-events: none;
-  filter: blur(var(--img_blur));
-}
-
-.image_1::before {
-  background-position: var(--image_x) calc(-120px - var(--image_y));
-}
-.image_2::before {
-  background-position: var(--image_x) calc(-290px - var(--image_y));
-}
-.image_3::before {
-  background-position: var(--image_x) calc(-430px - var(--image_y));
-}
-.image_4::before {
-  background-position: var(--image_x) calc(var(--img_height_dif) - var(--image_y));
-}
-
-.container_custom_downlad {
-    height: 55px;
-    transition: all 0.5s;
-}
-
-.container_custom_downlad.expanded {
-    height: 270px;
-}
-
-
-/* Element text style */
-
-.widget-html,
-.widget-button,
-.widget-text label,
-.widget-checkbox label,
-.widget-dropdown label,
-.widget-dropdown select,
-.widget-text input[type="text"] {
-    font-family: cursive;
-    font-size: 14px;
-    color: white !important;
-    user-select: none;
-}
-
-.widget-text input[type="text"]::placeholder {
-    color: grey;
-}
-
-
-/* Input field styles */
-/*
-.widget-dropdown select,
-.widget-text input[type="text"] {
-    height: 30px;
-    background-color: #1c1c1c;
-    border: 1px solid #262626;
-    border-radius: 10px;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-    transition: all 0.3s ease-in-out;
-}
-*/
-
-.widget-dropdown select:focus,
-.widget-text input[type="text"]:focus {
-    border-color: #006ee5;
-}
-
-.widget-dropdown select:hover,
-.widget-text input[type="text"]:hover {
-    transform: scale(1.003);
-    background-color: #262626;
-    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.5);
-}
-
-
-/* Slider Checkbox style */
-
-.widget-checkbox input[type="checkbox"] {
-    appearance: none;
-    position: relative;
-    top: 4px; /* Why is he taller?! */
-    width: 40px;
-    height: 20px;
-    border: none;
-    border-radius: 10px;
-    background-color: #20b2aa;
-    cursor: pointer;
-    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.3);
-    transition: background-color 0.3s ease;
-}
-.widget-checkbox input[type="checkbox"]:checked {
-    background-color: #2196F3;
-}
-
-.widget-checkbox input[type="checkbox"]:before {
-    content: '';
-    position: absolute;
-    top: 50%;
-    left: 3px;
-    width: 16px;
-    height: 16px;
-    border-radius: inherit;
-    background-color: white;
-    box-shadow: 0 0 8px rgba(0, 0, 0, 0.3);
-    transform: translateY(-50%);
-    transition: left 0.3s ease;
-}
-.widget-checkbox input[type="checkbox"]:checked:before {
-    left: 21px;
-}
-
-
-/* Button styles */
-
-.button_save {
-    font-size: 15px;
-    font-weight: bold;
-    width: 120px;
-    height: 35px;
-    border-radius: 15px;
-    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);
-    background-size: 200% 200%;
-    background-position: left bottom;
-    transition: background 0.5s ease-in-out, transform 0.3s ease;
-}
-
-.button_save:hover {
-    cursor: pointer;
-    background-image: radial-gradient(circle at top left, purple 10%, #93ac47 90%);
-    background-size: 200% 200%;
-    background-position: right bottom;
-    transform: translateY(1px);
-}
-
-.button_ngrok {
-    font-size: 12px;
-    height: 30px;
-    border-radius: 10px;
-    padding: 1px 12px;
-    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);
-    background-size: 200% 200%;
-    background-position: left bottom;
-    transition: background 0.5s ease-in-out, transform 0.3s ease;
-    white-space: nowrap;
-}
-
-.button_ngrok:hover  {
-    cursor: pointer;
-    background-image: radial-gradient(circle at top left, purple 10%, #1D94BB 90%);
-    background-size: 200% 200%;
-    background-position: right bottom;
-    transform: translateY(1px);
-}
-
-.button_save:active,
-.button_ngrok:active {
-    filter: brightness(0.75) !important;
-}
-
-/* Removes ugly stroke from widget buttons. */
-.jupyter-widgets.lm-Widget:focus {
-    outline: none;
-}
-
-
-/* Popup style of `FAQ` window */
-
-.info {
-    position: absolute;
-    top: -5px;
-    right: 95px;
-    color: grey;
-    font-family: cursive;
-    font-size: 14px;
-    font-weight: normal;
-    user-select: none;
-    pointer-events: none;
-    opacity: 0;
-    transition: opacity 0.3s ease-in-out;
-    display: inline-block;
-}
-
-.popup {
-    position: absolute;
-    top: 120px;
-    z-index: 999;
-    width: auto;
-    padding: 10px;
-    text-align: center;
-    background-color: rgba(255, 255, 255, 0.05);
-    backdrop-filter: blur(20px);
-    border: 1px solid rgba(255, 255, 255, 0.45);
-    border-radius: 8px;
-    box-shadow: 0 0 50px rgba(0, 0, 0, 0.5);
-    opacity: 0;
-    color: #fff;
-    font-size: 16px;
-    font-family: cursive;
-    user-select: none;
-    cursor: default;
-    pointer-events: none;
-    transform: rotate(-5deg);
-    transition: top 0.3s ease-in-out, opacity 0.3s ease-in-out, transform 0.3s ease-in-out;
-}
-
-.sample {
-    display: inline-block;
-    margin-top: 25px;
-    padding: 10px 100px;
-    background-color: rgba(255, 255, 255, 0.2);
-    color: #c6e2ff;
-    border: 2px solid rgba(255, 255, 255, 0.2);
-    border-radius: 8px;
-    box-shadow: 0 0 10px rgba(255, 255, 255, 0.2), inset 0 0 25px rgba(255, 255, 255, 0.2);
-}
-
-.info.showed {
-    opacity: 1;
-    pointer-events: auto;
-}
-
-.info:hover + .popup {
-    top: 35px;
-    opacity: 1;
-    pointer-events: initial;
-    transform: rotate(0deg);
-}
-
-
-/* Animation of elements */
-
-.container,
-.button_save {
-    animation-name: showedWidgets;
-    animation-duration: 1s;
-    animation-fill-mode: forwards;
-}
-
-.container.hide,
-.button_save.hide {
-    animation-name: hideWidgets;
-    animation-duration: 0.5s;
-    animation-fill-mode: forwards;
-}
-
-@keyframes showedWidgets {
-    0% {
-        transform: translate3d(-65%, 15%, 0) scale(0) rotate(15deg);
-        filter: blur(25px) grayscale(1) brightness(0.3);
-        opacity: 0;
-    }
-    100% {
-        transform: translate3d(0, 0, 0) scale(1) rotate(0deg);
-        filter: blur(0) grayscale(0) brightness(1);
-        opacity: 1;
-    }
-}
-
-@keyframes hideWidgets {
-    0% {
-        transform: translate3d(0, 0, 0) scale(1) rotate3d(1, 0, 0, 0deg);
-        filter: blur(0) grayscale(0) brightness(1);
-        opacity: 1;
-    }
-    100% {
-        transform: translate3d(0, 5%, 0) scale(0.9) rotate3d(1, 0, 0, 90deg);
-        filter: blur(15px) grayscale(1) brightness(0.5);
-        opacity: 0;
-    }
-}
-</style>
-
-<!-- TOGGLE 'CustomDL' SCRIPT -->
-<script>
-function toggleContainer() {
-    let downloadContainer = document.querySelector('.container_custom_downlad');
-    let info = document.querySelector('.info');
-
-    downloadContainer.classList.toggle('expanded');
-    info.classList.toggle('showed');
-}
-</script>
-'''
-
-display(HTML(CSS))
-# ==================== CSS JS ====================
-
-
-# ==================== WIDGETS ====================
-# --- global widgets ---
-style = {'description_width': 'initial'}
-layout = widgets.Layout(min_width='1047px')
-
-HR = widgets.HTML('<hr>')
-
-# --- MODEL ---
-model_header = widgets.HTML('<div class="header">Model Selection<div>')
-model_options = ['none',
-                 '1.Anime (by XpucT) + INP',
-                 '2.BluMix [Anime] [V7]',
-                 '3.Cetus-Mix [Anime] [V4] + INP',
-                 '4.Counterfeit [Anime] [V3] + INP',
-                 '5.CuteColor [Anime] [V3]',
-                 '6.Dark-Sushi-Mix [Anime]',
-                 '7.Deliberate [Realism] [V6] + INP',
-                 '8.Meina-Mix [Anime] [V11] + INP',
-                 '9.Mix-Pro [Anime] [V4] + INP']
-# ---
-Model_widget = widgets.Dropdown(options=model_options, value='4.Counterfeit [Anime] [V3] + INP', description='Model:', style=style, layout=layout)
-Model_Num_widget = widgets.Text(description='Model Number:', placeholder='Enter the model numbers to be downloaded using comma/space.', style=style, layout=layout)
-Inpainting_Model_widget = widgets.Checkbox(value=False, description='Inpainting Models', style=style)
-
-''' Display Model'''
-all_model_box = widgets.VBox([model_header, Model_widget, Model_Num_widget, Inpainting_Model_widget]).add_class("container").add_class("image_1")
-display(all_model_box)
-
-# --- VAE ---
-vae_header = widgets.HTML('<div class="header" >VAE Selection</div>')
-vae_options = ['none',
-               '1.Anime.vae',
-               '2.Anything.vae',
-               '3.Blessed2.vae',
-               '4.ClearVae.vae',
-               '5.WD.vae']
-Vae_widget = widgets.Dropdown(options=vae_options, value='3.Blessed2.vae', description='Vae:', style=style, layout=layout)
-Vae_Num_widget = widgets.Text(description='Vae Number:', placeholder='Enter the vae numbers to be downloaded using comma/space.', style=style, layout=layout)
-
-''' Display Vae'''
-all_vae_box= widgets.VBox([vae_header, Vae_widget, Vae_Num_widget]).add_class("container").add_class("image_2")
-display(all_vae_box)
-
-# --- ADDITIONAL ---
-additional_header = widgets.HTML('<div class="header">Additional</div>')
-latest_webui_widget = widgets.Checkbox(value=True, description='Update WebUI', style=style)
-latest_exstensions_widget = widgets.Checkbox(value=True, description='Update Extensions', style=style)
-detailed_download_widget = widgets.Dropdown(options=['off', 'on'], value='off', description='Detailed Download:', style=style)
-latest_changes_widget = HBox([latest_webui_widget, latest_exstensions_widget, detailed_download_widget], layout=widgets.Layout(justify_content='space-between'))
-controlnet_options = ['none', 'ALL', '1.canny',
-                      '2.openpose', '3.depth',
-                      '4.normal_map', '5.mlsd',
-                      '6.lineart', '7.soft_edge',
-                      '8.scribble', '9.segmentation',
-                      '10.shuffle', '11.tile',
-                      '12.inpaint', '13.instruct_p2p']
-# ---
-controlnet_widget = widgets.Dropdown(options=controlnet_options, value='none', description='ControlNet:', style=style, layout=layout)
-controlnet_Num_widget = widgets.Text(description='ControlNet Number:', placeholder='Enter the ControlNet model numbers to be downloaded using comma/space.', style=style, layout=layout)
-commit_hash_widget = widgets.Text(description='Commit Hash:', style=style, layout=layout)
-optional_huggingface_token_widget = widgets.Text(description='HuggingFace Token:', style=style, layout=layout)
-ngrok_token_widget = widgets.Text(description='Ngrok Token:', style=style, layout=widgets.Layout(width='1047px'))
-ngrock_button = widgets.HTML('<a href="https://dashboard.ngrok.com/get-started/your-authtoken" target="_blank">Get Ngrok Token</a>').add_class("button_ngrok")
-ngrok_widget = widgets.HBox([ngrok_token_widget, ngrock_button], style=style, layout=layout)
-zrok_token_widget = widgets.Text(description='Zrok Token:', style=style, layout=widgets.Layout(width='1047px'))
-zrok_button = widgets.HTML('<a href="https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU" target="_blank">Reg Zrok Token</a>').add_class("button_ngrok")
-zrok_widget = widgets.HBox([zrok_token_widget, zrok_button], style=style, layout=layout)
-# ---
-commandline_arguments_options = "--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars --xformers"
-commandline_arguments_widget = widgets.Text(description='Arguments:', value=commandline_arguments_options, style=style, layout=layout)
-
-''' Display Additional'''
-additional_widget_list = [additional_header, latest_changes_widget, HR, controlnet_widget, controlnet_Num_widget, commit_hash_widget, optional_huggingface_token_widget, ngrok_widget, zrok_widget, HR, commandline_arguments_widget]
-if free_plan and env == "Google Colab": # remove ngrok from colab
-    additional_widget_list.remove(ngrok_widget)
-if env == "SageMaker Studio Lab": # remove zrok from sagemaker
-    additional_widget_list.remove(zrok_widget)
-# ```
-all_additional_box = widgets.VBox(additional_widget_list).add_class("container").add_class("image_3")
-display(all_additional_box)
-
-# --- CUSTOM DOWNLOAD ---
-custom_download_header_popup = widgets.HTML('''
-<style>
-/* Term Colors */
-.sample_label {color: #dbafff;}
-.braces {color: #ffff00;}
-.extension {color: #eb934b;}
-.file_name {color: #ffffd8;}
-</style>
-
-<div class="header" style="cursor: pointer;" onclick="toggleContainer()">Custom Download</div>
-<!-- PopUp Window -->
-<div class="info">INFO</div>
-<div class="popup">
-    Separate multiple URLs with a comma/space. For a <span class="file_name">custom name</span> file/extension, specify it with <span class="braces">[]</span>
-    after the URL without spaces.
-    <span style="color: #ff9999">For files, be sure to specify</span> - <span class="extension">Filename Extension.</span>
-    <div class="sample">
-        <span class="sample_label">Example for File:</span>
-        https://civitai.com/api/download/models/229782<span class="braces">[</span><span class="file_name">Detailer</span><span class="extension">.safetensors</span><span class="braces">]</span>
-        <br>
-        <span class="sample_label">Example for Extension:</span>
-        https://github.com/hako-mikan/sd-webui-regional-prompter<span class="braces">[</span><span class="file_name">Regional-Prompter</span><span class="braces">]</span>
-    </div>
-</div>
-''')
-# ---
-Model_url_widget = widgets.Text(description='Model:', style=style, layout=layout)
-Vae_url_widget = widgets.Text(description='Vae:', style=style, layout=layout)
-LoRA_url_widget = widgets.Text(description='LoRa:', style=style, layout=layout)
-Embedding_url_widget = widgets.Text(description='Embedding:', style=style, layout=layout)
-Extensions_url_widget = widgets.Text(description='Extensions:', style=style, layout=layout)
-custom_file_urls_widget = widgets.Text(description='File (txt):', style=style, layout=layout)
-
-''' Display CustomDl'''
-all_custom_box = widgets.VBox([
-    custom_download_header_popup, Model_url_widget, Vae_url_widget, LoRA_url_widget, Embedding_url_widget, Extensions_url_widget, custom_file_urls_widget
-    ]).add_class("container").add_class("image_4").add_class("container_custom_downlad")
-display(all_custom_box)
-
-# --- Save Button ---
-save_button = widgets.Button(description='Save').add_class("button_save")
-display(save_button)
-
-
-# ============ Load / Save - Settings V2 ============
-SETTINGS_FILE = f'{root_path}/settings.json'
-
-settings_keys = [
-    'Model', 'Model_Num', 'Inpainting_Model',
-    'Vae', 'Vae_Num',
-    'latest_webui', 'latest_exstensions', 'detailed_download',
-    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',
-    'ngrok_token', 'zrok_token', 'commandline_arguments',
-    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'
-]
-
-def save_settings():
-    settings = {key: globals()[f"{key}_widget"].value for key in settings_keys}
-    with open(SETTINGS_FILE, 'w') as f:
-        json.dump(settings, f)
-
-def load_settings():
-    if os.path.exists(SETTINGS_FILE):
-        with open(SETTINGS_FILE, 'r') as f:
-            settings = json.load(f)
-            for key in settings_keys:
-                globals()[f"{key}_widget"].value = settings.get(key)
-
-def save_data(button):
-    save_settings()
-
-    # --- uhh - hide... ---
-    widgets_list = [all_model_box, all_vae_box, all_additional_box, all_custom_box, save_button]
-    for widget in widgets_list:
-        widget.add_class("hide")
-    time.sleep(0.5)
-
-    widgets.Widget.close_all()
-
-settings = load_settings()
-save_button.on_click(save_data)
-

sagemaker/files_cells/python/ru/auto-cleaner_ru.py

@@ -1,353 +0,0 @@
-##~ AutoCleaner V3.6 CODE | BY: ANXETY   ~##
-
-# --change log--
-"""
-V3.6 | 13.03.24
-Fixed selection window
-Dynamic update of memory display
-"""
-
-
-import os
-import time
-import ipywidgets as widgets
-from ipywidgets import Label, Button, VBox, HBox
-from IPython.display import display, HTML
-
-
-#  ================= DETECT ENV =================
-def detect_environment():
-    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
-    environments = {
-        'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
-    }
-
-    for env_var, (environment, path) in environments.items():
-        if env_var in os.environ:
-            return environment, path, free_plan
-
-env, root_path, free_plan = detect_environment()
-webui_path = f"{root_path}/sdw"
-#  ----------------------------------------------
-
-
-directories = {
-    "Изображения": f"{webui_path}/outputs",
-    "Модели": f"{webui_path}/models/Stable-diffusion/",
-    "Vae": f"{webui_path}/models/VAE/",
-    "LoRa": f"{webui_path}/models/Lora/",
-    "ControlNet Модели": f"{webui_path}/models/ControlNet/"
-}
-
-
-# ==================== CSS ====================
-CSS_AC = """
-<style>
-/* General Styles */
-
-hr {
-    border-color: grey;
-    background-color: grey;
-    opacity: 0.25;
-}
-
-.instruction_AC {
-    font-family: cursive;
-    font-size: 18px;
-    color: grey;
-    user-select: none;
-    cursor: default;
-}
-
-
-/* Container style */
-
-.container_AC {
-    position: relative;
-    background-color: #232323;
-    width: 800px;
-    height: auto;
-    padding: 15px;
-    border-radius: 15px;
-    box-shadow: 0 0 50px rgba(0, 0, 0, 0.3);
-    margin-bottom: 5px;
-    overflow: visible;
-}
-
-.container_AC::before {
-    position: absolute;
-    top: 5px;
-    right: 10px;
-    content: "AutoCleanerV3.6";
-    font-weight: bold;
-    font-size: 24px;
-    color: rgba(0, 0, 0, 0.2);
-}
-
-.container_AC::after {
-    position: absolute;
-    top: 30px;
-    right: 10px;
-    content: "ANXETY";
-    font-weight: bold;
-    font-size: 18px;
-    color: rgba(0, 0, 0, 0.2);
-}
-
-.custom-select-multiple_AC select {
-    padding: 10px;
-    font-family: cursive;
-    border: 1px solid #262626 !important;
-    border-radius: 10px;
-    color: white;
-    background-color: #1c1c1c;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-}
-
-.output_AC {
-    padding: 10px;
-    height: auto;
-    border: 1px solid #262626;
-    border-radius: 10px;
-    background-color: #1c1c1c;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-    width: auto;
-    box-sizing: border-box;
-}
-
-.output_message_AC {
-    font-family: cursive;
-    color: white !important;
-    font-size: 14px;
-    user-select: none;
-    cursor: default
-}
-
-
-.storage_info_AC {
-    padding: 5px 20px;
-    height: auto;
-    border: 1px solid #262626;
-    border-radius: 10px;
-    background-color: #1c1c1c;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-    width: auto;
-    font-family: cursive;
-    color: #B2B2B2 !important;
-    font-size: 14px;
-    user-select: none;
-    cursor: default
-}
-
-
-/* Button and storage info layout */
-.lower_information_panel_AC {
-    display: flex;
-    align-items: center;
-    justify-content: space-between;
-}
-
-
-/* Button style */
-
-.button_AC {
-    width: auto;
-    font-family: cursive;
-    color: white !important;
-    font-size: 14px;
-    font-weight: bold;
-    height: 35px;
-    border-radius: 15px;
-    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);
-    background-size: 200% 200%;
-    background-position: left bottom;
-    transition: background 0.5s ease-in-out, transform 0.3s ease;
-}
-
-.button_AC:hover {
-    cursor: pointer;
-    background-size: 200% 200%;
-    background-position: right bottom;
-    transform: translateY(1px);
-}
-
-.button_execute_AC:hover {
-    background-image: radial-gradient(circle at top left, purple 10%, #93ac47 90%);
-}
-
-.button_clear_AC:hover {
-    background-image: radial-gradient(circle at top left, purple 10%, #fc3468 90%);
-}
-
-.button_execute_AC:active,
-.button_clear_AC:active {
-    filter: brightness(0.75);
-}
-
-.jupyter-widgets.lm-Widget:focus {
-    outline: none;
-}
-
-
-/* Animation of elements */
-
-/* Emergence */
-.container_AC {
-    animation-name: slideInTopBlur;
-    animation-duration: 0.7s;
-    animation-fill-mode: forwards;
-}
-
-@keyframes slideInTopBlur {
-    0% {
-        transform: translate3d(0, 50%, 0) scale(0.85) rotate3d(1, 0, 0, -85deg);
-        filter: blur(5px) grayscale(1) brightness(0.5);
-        opacity: 0;
-    }
-    100% {
-        transform: translate3d(0, 0, 0) scale(1) rotate3d(1, 0, 0, 0deg);
-        filter: blur(0) grayscale(0) brightness(1);
-        opacity: 1;
-    }
-}
-
-/* Leaving */
-.container_AC.hide {
-    animation-name: slideOutTopBlur;
-    animation-duration: 0.3s;
-    animation-fill-mode: forwards;
-}
-
-@keyframes slideOutTopBlur {
-    0% {
-        transform: translate3d(0, 0, 0) scale(1);
-        filter: blur(0) grayscale(0) brightness(1);
-        opacity: 1;
-    }
-    100% {
-        transform: translate3d(0, -100%, 0);
-        filter: blur(5px) grayscale(1) brightness(0);
-        opacity: 0;
-    }
-}
-</style>
-"""
-
-display(HTML(CSS_AC))
-# ==================== CSS ====================
-
-
-# ================ AutoCleaner function ================
-def clean_directory(directory):
-    deleted_files = 0
-    for root, dirs, files in os.walk(directory):
-        for file in files:
-            if file.endswith(".txt"):
-                continue
-            os.remove(os.path.join(root, file))
-            if not file.endswith(".yaml"):
-                deleted_files += 1
-    return deleted_files
-
-
-def get_word_variant(n, variants):
-    unit = abs(n) % 10
-    tens = abs(n) % 100
-    if tens in range(11, 15):
-        return variants[2]
-    elif unit == 1:
-        return variants[0]
-    elif unit in range(2, 5):
-        return variants[1]
-    else:
-        return variants[2]
-
-
-def update_memory_info():
-    disk_space = psutil.disk_usage(os.getcwd())
-    total = disk_space.total / (1024 ** 3)
-    used = disk_space.used / (1024 ** 3)
-    free = disk_space.free / (1024 ** 3)
-
-    storage_info.value = f'''
-    <div class="storage_info_AC">Всего: {total:.2f} GB <span style="color: #555">|</span> Используется: {used:.2f} GB <span style="color: #555">|</span> Свободно: {free:.2f} GB</div>
-    '''
-
-
-def on_execute_button_press(button):
-    selected_cleaners = auto_cleaner_widget.value
-    deleted_files_dict = {}
-
-    for option in selected_cleaners:
-        if option in directories:
-            deleted_files_dict[option] = clean_directory(directories[option])
-
-    output.clear_output()
-
-    with output:
-        for message in generate_messages(deleted_files_dict):
-            message_widget = HTML(f'<p class="output_message_AC">{message}</p>')
-            display(message_widget)
-
-    update_memory_info()
-
-
-def on_clear_button_press(button):
-    container.add_class("hide")
-    time.sleep(0.5)
-    widgets.Widget.close_all()
-
-
-def generate_messages(deleted_files_dict):
-    messages = []
-    word_variants = {
-        "Изображения": ["Изображение", "Изображения", "Изображений"],
-        "Модели": ["Модель", "Модели", "Моделей"],
-        "Vae": ["VAE", "VAE", "VAE"],
-        "LoRa": ["LoRa", "LoRa", "LoRa"],
-        "ControlNet Модели": ["ControlNet Модель", "ControlNet Модели", "ControlNet Моделей"]
-    }
-    deleted_word_variants = ["Удалена", "Удалены", "Удалено"]
-    for key, value in deleted_files_dict.items():
-        word_variant = word_variants.get(key, ["", "", ""])
-        deleted_word = get_word_variant(value, deleted_word_variants)
-        object_word = get_word_variant(value, word_variant)
-        messages.append(f"{deleted_word} {value} {object_word}")
-    return messages
-# ================ AutoCleaner function ================
-
-
-# --- storage memory ---
-import psutil
-disk_space = psutil.disk_usage(os.getcwd())
-total = disk_space.total / (1024 ** 3)
-used = disk_space.used / (1024 ** 3)
-free = disk_space.free / (1024 ** 3)
-
-
-# UI Code
-AutoCleaner_options = AutoCleaner_options = list(directories.keys())
-instruction_label = widgets.HTML('''
-<span class="instruction_AC">Используйте <span style="color: #B2B2B2;">ctrl</span> или <span style="color: #B2B2B2;">shift</span> для множественного выбора.</span>
-''')
-auto_cleaner_widget = widgets.SelectMultiple(options=AutoCleaner_options, layout=widgets.Layout(width="auto")).add_class("custom-select-multiple_AC")
-output = widgets.Output().add_class("output_AC")
-# ---
-execute_button = Button(description='Выполнить Очистку').add_class("button_execute_AC").add_class("button_AC")
-execute_button.on_click(on_execute_button_press)
-clear_button = Button(description='Скрыть Виджет').add_class("button_clear_AC").add_class("button_AC")
-clear_button.on_click(on_clear_button_press)
-# ---
-storage_info = widgets.HTML(f'''
-<div class="storage_info_AC">Всего: {total:.2f} GB <span style="color: #555">|</span> Используется: {used:.2f} GB <span style="color: #555">|</span> Свободно: {free:.2f} GB</div>
-''')
-# ---
-buttons = widgets.HBox([execute_button, clear_button])
-lower_information_panel = widgets.HBox([buttons, storage_info]).add_class("lower_information_panel_AC")
-
-container = VBox([instruction_label, widgets.HTML('<hr>'), auto_cleaner_widget, output, widgets.HTML('<hr>'), lower_information_panel]).add_class("container_AC")
-
-display(container)
-

sagemaker/files_cells/python/ru/downloading_ru.py

@@ -1,564 +0,0 @@
-##~   DOWNLOADING CODE | BY: ANXETY   ~##
-
-import os
-import re
-import time
-import json
-import requests
-import subprocess
-from datetime import timedelta
-from subprocess import getoutput
-from urllib.parse import unquote
-from IPython.utils import capture
-from IPython.display import clear_output
-
-
-#  ================= DETECT ENV =================
-def detect_environment():
-    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
-    environments = {
-        'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
-    }
-
-    for env_var, (environment, path) in environments.items():
-        if env_var in os.environ:
-            return environment, path, free_plan
-
-env, root_path, free_plan = detect_environment()
-webui_path = f"{root_path}/sdw"
-#  ----------------------------------------------
-
-
-# === ONLY SAGEMAKER ===
-if env == "SageMaker Studio Lab":
-    print("Обновление зависимостей, может занять некоторое время...")
-    get_ipython().system('pip install -q --upgrade torchsde')
-    get_ipython().system('pip install -q --upgrade pip')
-    get_ipython().system('pip install -q --upgrade psutil')
-
-    clear_output()
-
-
-# ================ LIBRARIES ================
-flag_file = f"{root_path}/libraries_installed.txt"
-
-if not os.path.exists(flag_file):
-    # automatic1111 update webui to 1.8.0
-    xformers = "xformers==0.0.23.post1 triton==2.1.0"
-    torch = "torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121"
-
-    print("💿 Установка библиотек, это займет какое-то время...", end='')
-    with capture.capture_output() as cap:
-        get_ipython().system('pip install -U gdown')
-        get_ipython().system('apt-get update && apt -y install aria2')
-        get_ipython().system('npm install -g localtunnel &> /dev/null')
-        get_ipython().system('curl -s -OL https://github.com/DEX-1101/sd-webui-notebook/raw/main/res/new_tunnel --output-dir {root_path}')
-        get_ipython().system('curl -s -Lo /usr/bin/cl https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64 && chmod +x /usr/bin/cl')
-        get_ipython().system('pip install insightface')
-        get_ipython().system('curl -sLO https://github.com/openziti/zrok/releases/download/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && tar -xzf zrok_0.4.23_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.23_linux_amd64.tar.gz')
-
-        if env == "SageMaker Studio Lab":
-            get_ipython().run_line_magic('pip', 'install -q opencv-python-headless huggingface-hub')
-            get_ipython().run_line_magic('conda', 'update -q -n base conda')
-            get_ipython().run_line_magic('conda', 'install -q -y aria2')
-            get_ipython().run_line_magic('conda', 'install -q -y glib')
-            get_ipython().system('pip install tensorflow')
-
-            get_ipython().system('wget -P /home/studio-lab-user https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/FULL_DELETED_NOTEBOOK.ipynb')
-
-        if env == "Google Colab":
-            get_ipython().system('pip install xformers==0.0.25 --no-deps')
-        else:
-            get_ipython().system('pip install -q {torch} -U')
-            get_ipython().system('pip install -q {xformers} -U')
-
-        with open(flag_file, "w") as f:
-            f.write("hey ;3")
-    del cap
-    print("\r🍪 Библиотеки установлены!" + " "*35)
-    time.sleep(2)
-    clear_output()
-
-
-# ================= loading settings V4 =================
-def load_settings(path):
-    if os.path.exists(path):
-        with open(path, 'r') as file:
-            return json.load(file)
-    return {}
-
-settings = load_settings(f'{root_path}/settings.json')
-
-variables = [
-    'Model', 'Model_Num', 'Inpainting_Model',
-    'Vae', 'Vae_Num',
-    'latest_webui', 'latest_exstensions', 'detailed_download',
-    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',
-    'ngrok_token', 'zrok_token', 'commandline_arguments',
-    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'
-]
-
-locals().update({key: settings.get(key) for key in variables})
-
-
-# ================= OTHER =================
-try:
-    start_colab
-except:
-    start_colab = int(time.time())-5
-
-# CONFIG DIR
-models_dir = f"{webui_path}/models/Stable-diffusion"
-vaes_dir = f"{webui_path}/models/VAE"
-embeddings_dir = f"{webui_path}/embeddings"
-loras_dir = f"{webui_path}/models/Lora"
-extensions_dir = f"{webui_path}/extensions"
-control_dir = f"{webui_path}/models/ControlNet"
-
-
-# ================= MAIN CODE =================
-# --- Obsolescence warning ---
-if env == "SageMaker Studio Lab":
-    print("Вы использует�� среду 'SageMaker' - эта среда устарела, поэтому многие ошибки не будут исправлены, а ее функциональность будет урезана. Для экономии памяти и/или во избежание ошибок.\n\n")
-
-
-if not os.path.exists(webui_path):
-    start_install = int(time.time())
-    print("⌚ Распоковка Stable Diffusion...", end='')
-    with capture.capture_output() as cap:
-        get_ipython().system('aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip -o repo.zip')
-        get_ipython().system('unzip -q -o repo.zip -d {webui_path}')
-        get_ipython().system('rm -rf repo.zip')
-
-        get_ipython().run_line_magic('cd', '{root_path}')
-        os.environ["SAFETENSORS_FAST_GPU"]='1'
-        os.environ["CUDA_MODULE_LOADING"]="LAZY"
-        os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
-        os.environ["PYTHONWARNINGS"] = "ignore"
-
-        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
-    del cap
-    install_time = timedelta(seconds=time.time()-start_install)
-    print("\r🚀 Распаковка Завершена! За","%02d:%02d:%02d ⚡\n" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)
-else:
-    if env == "SageMaker Studio Lab":
-        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
-    print("🚀 Все распакованно... Пропуск. ⚡")
-    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-    print(f"⌚️ Вы проводите эту сессию в течение - \033[33m{time_since_start}\033[0m")
-
-
-## Changes extensions and WebUi
-if latest_webui or latest_exstensions:
-    action = "Обновление WebUI и Расширений" if latest_webui and latest_exstensions else ("Обновление WebUI" if latest_webui else "Обновление Расширений")
-    print(f"⌚️ {action}...", end='', flush=True)
-    with capture.capture_output() as cap:
-        get_ipython().system('git config --global user.email "[email protected]"')
-        get_ipython().system('git config --global user.name "Your Name"')
-
-        ## Update Webui
-        if latest_webui:
-            get_ipython().run_line_magic('cd', '{webui_path}')
-            get_ipython().system('git restore .')
-            get_ipython().system('git pull -X theirs --rebase --autostash')
-
-        ## Update extensions
-        if latest_exstensions:
-            if env != "SageMaker Studio Lab":
-                get_ipython().system('{\'for dir in \' + webui_path + \'/extensions/*/; do cd \\"$dir\\" && git reset --hard && git pull; done\'}')
-            else:
-                get_ipython().system('{\'for dir in /home/studio-lab-user/content/sdw/extensions/*/; do cd \\"$dir\\" && git fetch origin && git pull; done\'}')
-
-        # My Chinese friend, you broke the images again in the latest update... >W<'
-        get_ipython().run_line_magic('cd', '{webui_path}/extensions/Encrypt-Image')
-        get_ipython().system('git reset --hard 376358d8854472b9ea50e9fc8800367d1ca51137 # stable commit :3')
-
-        get_ipython().system('cd {webui_path}/repositories/stable-diffusion-stability-ai && git restore .')
-    del cap
-    print(f"\r✨ {action} Завершено!")
-
-
-# === FIXING ERRORS ===
-# --- Encrypt-Image ---
-get_ipython().system("sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js")
-
-# --- SageMaker ---
-if env == "SageMaker Studio Lab":
-    with capture.capture_output() as cap:
-        # --- SuperMerger Remove ---
-        if os.path.exists(f"{webui_path}/extensions/supermerger"):
-            get_ipython().system('rm -rf {webui_path}/extensions/supermerger')
-        # --- Launch (Style) ---
-        get_ipython().system('wget -O {webui_path}/modules/styles.py https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/fixing/webui/styles.py')
-    del cap
-
-
-## Version switching
-if commit_hash:
-    print('⏳ Активация машины времени...', end="", flush=True)
-    with capture.capture_output() as cap:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-        get_ipython().system('git config --global user.email "[email protected]"')
-        get_ipython().system('git config --global user.name "Your Name"')
-        get_ipython().system('git reset --hard {commit_hash}')
-    del cap
-    print(f"\r⌛️ Машина времени активированна! Текущий коммит: \033[34m{commit_hash}\033[0m")
-
-
-## Downloading model and stuff | oh yeah~ I'm starting to misunderstand my own code ( almost my own ;3 )
-print("📦 Скачивание моделей и прочего...", end='')
-model_list = {
-    "1.Anime (by XpucT) + INP": [
-        {"url": "https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2.safetensors", "name": "Anime_v2.safetensors"},
-        {"url": "https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2-inpainting.safetensors", "name": "Anime_v2-inpainting.safetensors"}
-    ],
-    "2.BluMix [Anime] [V7]": [
-        {"url": "https://civitai.com/api/download/models/361779", "name": "BluMix_v7.safetensors"}
-    ],
-    "3.Cetus-Mix [Anime] [V4] + INP": [
-        {"url": "https://civitai.com/api/download/models/130298", "name": "CetusMix_V4.safetensors"},
-        {"url": "https://civitai.com/api/download/models/139882", "name": "CetusMix_V4-inpainting.safetensors"}
-    ],
-    "4.Counterfeit [Anime] [V3] + INP": [
-        {"url": "https://civitai.com/api/download/models/125050", "name": "Counterfeit_V3.safetensors"},
-        {"url": "https://civitai.com/api/download/models/137911", "name": "Counterfeit_V3-inpainting.safetensors"}
-    ],
-    "5.CuteColor [Anime] [V3]": [
-        {"url": "https://civitai.com/api/download/models/138754", "name": "CuteColor_V3.safetensors"}
-    ],
-    "6.Dark-Sushi-Mix [Anime]": [
-        {"url": "https://civitai.com/api/download/models/101640", "name": "DarkSushiMix_2_5D.safetensors"},
-        {"url": "https://civitai.com/api/download/models/56071", "name": "DarkSushiMix_colorful.safetensors"}
-    ],
-    "7.Deliberate [Realism] [V6] + INP": [
-        {"url": "https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6.safetensors", "name": "Deliberate_v6.safetensors"},
-        {"url": "https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6-inpainting.safetensors", "name": "Deliberate_v6-inpainting.safetensors"}
-    ],
-    "8.Meina-Mix [Anime] [V11] + INP": [
-        {"url": "https://civitai.com/api/download/models/119057", "name": "MeinaMix_V11.safetensors"},
-        {"url": "https://civitai.com/api/download/models/120702", "name": "MeinaMix_V11-inpainting.safetensors"}
-    ],
-    "9.Mix-Pro [Anime] [V4] + INP": [
-        {"url": "https://civitai.com/api/download/models/125668", "name": "MixPro_V4.safetensors"},
-        {"url": "https://civitai.com/api/download/models/139878", "name": "MixPro_V4-inpainting.safetensors"}
-    ]
-}
-
-# 1-4 (fp16/cleaned)
-vae_list = {
-    "1.Anime.vae": [
-        {"url": "https://civitai.com/api/download/models/131654", "name": "Anime.vae.safetensors"},
-        {"url": "https://civitai.com/api/download/models/131658", "name": "vae-ft-mse.vae.safetensors"}
-    ],
-    "2.Anything.vae": [{"url": "https://civitai.com/api/download/models/131656", "name": "Anything.vae.safetensors"}],
-    "3.Blessed2.vae": [{"url": "https://civitai.com/api/download/models/142467", "name": "Blessed2.vae.safetensors"}],
-    "4.ClearVae.vae": [{"url": "https://civitai.com/api/download/models/133362", "name": "ClearVae_23.vae.safetensors"}],
-    "5.WD.vae": [{"url": "https://huggingface.co/NoCrypt/resources/resolve/main/VAE/wd.vae.safetensors", "name": "WD.vae.safetensors"}]
-}
-
-controlnet_list = {
-    "1.canny": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny_fp16.safetensors", "name": "control_v11p_sd15_canny_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_canny_fp16.yaml", "name": "control_v11p_sd15_canny_fp16.yaml"}
-    ],
-    "2.openpose": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose_fp16.safetensors", "name": "control_v11p_sd15_openpose_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_openpose_fp16.yaml", "name": "control_v11p_sd15_openpose_fp16.yaml"}
-    ],
-    "3.depth": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors", "name": "control_v11f1p_sd15_depth_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1p_sd15_depth_fp16.yaml", "name": "control_v11f1p_sd15_depth_fp16.yaml"},
-        {"url": "https://huggingface.co/NagisaNao/models/resolve/main/ControlNet_v11/control_v11p_sd15_depth_anything_fp16.safetensors", "name": "control_v11p_sd15_depth_anything_fp16.safetensors"}
-    ],
-    "4.normal_map": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors", "name": "control_v11p_sd15_normalbae_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_normalbae_fp16.yaml", "name": "control_v11p_sd15_normalbae_fp16.yaml"}
-    ],
-    "5.mlsd": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors", "name": "control_v11p_sd15_mlsd_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_mlsd_fp16.yaml", "name": "control_v11p_sd15_mlsd_fp16.yaml"}
-    ],
-    "6.lineart": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart_fp16.safetensors", "name": "control_v11p_sd15_lineart_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors", "name": "control_v11p_sd15s2_lineart_anime_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_lineart_fp16.yaml", "name": "control_v11p_sd15_lineart_fp16.yaml"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15s2_lineart_anime_fp16.yaml", "name": "control_v11p_sd15s2_lineart_anime_fp16.yaml"}
-    ],
-    "7.soft_edge": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge_fp16.safetensors", "name": "control_v11p_sd15_softedge_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_softedge_fp16.yaml", "name": "control_v11p_sd15_softedge_fp16.yaml"}
-    ],
-    "8.scribble": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble_fp16.safetensors", "name": "control_v11p_sd15_scribble_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_scribble_fp16.yaml", "name": "control_v11p_sd15_scribble_fp16.yaml"}
-    ],
-    "9.segmentation": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg_fp16.safetensors", "name": "control_v11p_sd15_seg_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_seg_fp16.yaml", "name": "control_v11p_sd15_seg_fp16.yaml"}
-    ],
-    "10.shuffle": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors", "name": "control_v11e_sd15_shuffle_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_shuffle_fp16.yaml", "name": "control_v11e_sd15_shuffle_fp16.yaml"}
-    ],
-    "11.tile": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile_fp16.safetensors", "name": "control_v11f1e_sd15_tile_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1e_sd15_tile_fp16.yaml", "name": "control_v11f1e_sd15_tile_fp16.yaml"}
-    ],
-    "12.inpaint": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors", "name": "control_v11p_sd15_inpaint_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_inpaint_fp16.yaml", "name": "control_v11p_sd15_inpaint_fp16.yaml"}
-    ],
-    "13.instruct_p2p": [
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors", "name": "control_v11e_sd15_ip2p_fp16.safetensors"},
-        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_ip2p_fp16.yaml", "name": "control_v11e_sd15_ip2p_fp16.yaml"}
-    ]
-}
-
-extension_repo = []
-prefixes = {
-    # It's complicated, but supplementing has become easier
-    "model": [models_dir, "Model_url"],
-    "vae": [vaes_dir, "Vae_url"],
-    "lora": [loras_dir, "LoRA_url"],
-    "embed": [embeddings_dir, "Embedding_url"],
-    "extension": [extensions_dir, "Extensions_url"],
-    "control": [control_dir, "ControlNet_url"]
-}
-
-get_ipython().system('mkdir -p {models_dir} {vaes_dir} {loras_dir} {embeddings_dir} {extensions_dir} {control_dir}')
-
-url = ""
-ControlNet_url = ""
-hf_token = optional_huggingface_token if optional_huggingface_token else "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"
-user_header = f"\"Authorization: Bearer {hf_token}\""
-
-''' main download code '''
-
-def handle_manual(url):
-    original_url = url
-    url = url.split(':', 1)[1]
-    file_name = re.search(r'\[(.*?)\]', url)
-    file_name = file_name.group(1) if file_name else None
-    if file_name:
-        url = re.sub(r'\[.*?\]', '', url)
-
-    for prefix, (dir, _) in prefixes.items():
-        if original_url.startswith(f"{prefix}:"):
-            if prefix != "extension":
-                manual_download(url, dir, file_name=file_name)
-            else:
-                extension_repo.append((url, file_name))
-
-def manual_download(url, dst_dir, file_name):
-    basename = url.split("/")[-1] if file_name is None else file_name
-    header_option = f"--header={user_header}"
-
-    print("\033[32m---"*45 + f"\n\033[33mURL: \033[34m{url}\n\033[33mSAVE DIR: \033[34m{dst_dir}\n\033[33mFILE NAME: \033[34m{file_name}\033[32m\n~~~\033[0m")
-
-    # I do it at my own risk..... Fucking CivitAi >:(
-    civitai_token = "62c0c5956b2f9defbd844d754000180b"
-    if 'civitai' in url and civitai_token:
-        url = f"{url}?token={civitai_token}"
-
-    # -- GDrive --
-    if 'drive.google' in url:
-        if 'folders' in url:
-            get_ipython().system('gdown --folder "{url}" -O {dst_dir} --fuzzy -c')
-        else:
-            if file_name:
-               get_ipython().system('gdown "{url}" -O {dst_dir}/{file_name} --fuzzy -c')
-            else:
-               get_ipython().system('gdown "{url}" -O {dst_dir} --fuzzy -c')
-    # -- Huggin Face --
-    elif 'huggingface' in url:
-        if '/blob/' in url:
-            url = url.replace('/blob/', '/resolve/')
-        if file_name:
-            get_ipython().system('aria2c {header_option} --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -c -j5 -x16 -s16 -k1M -d {dst_dir} -o {basename} {url}')
-        else:
-            parsed_link = f'\n{url}\n\tout={unquote(url.split("/")[-1])}'
-            get_ipython().system('echo -e "{parsed_link}" | aria2c {header_option} --console-log-level=error --summary-interval=10 -i- -j5 -x16 -s16 -k1M -c -d "{dst_dir}" -o {basename}')
-    # -- Other --
-    elif 'http' in url or 'magnet' in url:
-        if file_name:
-            get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -o {file_name} {url}')
-        else:
-            parsed_link = '"{}"'.format(url)
-            get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -Z {parsed_link}')
-
-def download(url):
-    links_and_paths = url.split(',')
-
-    for link_or_path in links_and_paths:
-        link_or_path = link_or_path.strip()
-        if not link_or_path:
-            continue
-        if any(link_or_path.startswith(prefix.lower()) for prefix in prefixes):
-            handle_manual(link_or_path)
-            continue
-
-        url, dst_dir, file_name = link_or_path.split()
-        manual_download(url, dst_dir, file_name)
-
-''' submodels - added urls '''
-
-submodels = []
-
-def add_submodels(selection, num_selection, model_dict, dst_dir):
-    if selection == "none":
-        return []
-    if selection == "ALL":
-        all_models = []
-        for models in model_dict.values():
-            all_models.extend(models)
-        selected_models = all_models
-    else:
-        selected_models = model_dict[selection]
-        selected_nums = map(int, num_selection.replace(',', '').split())
-
-        for num in selected_nums:
-            if 1 <= num <= len(model_dict):
-                name = list(model_dict)[num - 1]
-                selected_models.extend(model_dict[name])
-
-    unique_models = list({model['name']: model for model in selected_models}.values())
-
-    for model in unique_models:
-        model['dst_dir'] = dst_dir
-
-    return unique_models
-
-submodels += add_submodels(Model, Model_Num, model_list, models_dir)                                                   # model
-submodels += add_submodels(Vae, Vae_Num, vae_list, vaes_dir)                                                           # vae
-submodels += add_submodels(controlnet, "" if controlnet == "ALL" else controlnet_Num, controlnet_list, control_dir)    # controlnet
-
-for submodel in submodels:
-    if not Inpainting_Model and "inpainting" in submodel['name']:
-        continue
-    url += f"{submodel['url']} {submodel['dst_dir']} {submodel['name']}, "
-
-''' file.txt - added urls '''
-
-unique_urls = []
-
-def process_file_download(file_url):
-    if file_url.startswith("http"):
-        if "blob" in file_url:
-            file_url = file_url.replace("blob", "raw")
-        response = requests.get(file_url)
-        lines = response.text.split('\n')
-    else:
-        with open(file_url, 'r') as file:
-            lines = file.readlines()
-
-    current_tag = None
-    for line in lines:
-        if any(f'# {tag}' in line.lower() for tag in prefixes):
-            current_tag = next((tag for tag in prefixes if tag in line.lower()))
-
-        urls = [url.strip() for url in line.split(',')]
-        for url in urls:
-            if url.startswith("http") and url not in unique_urls:
-                globals()[prefixes[current_tag][1]] += ", " + url
-                unique_urls.append(url)
-
-# fix all possible errors/options and function call
-if custom_file_urls:
-    for custom_file_url in custom_file_urls.replace(',', '').split():
-        if not custom_file_url.endswith('.txt'):
-            custom_file_url += '.txt'
-        if not custom_file_url.startswith('http'):
-            if not custom_file_url.startswith(root_path):
-                custom_file_url = f'{root_path}/{custom_file_url}'
-
-        try:
-            process_file_download(custom_file_url)
-        except FileNotFoundError:
-            pass
-
-# url prefixing
-urls = [globals()[urls[1]] for urls in prefixes.values()]
-for i, prefix in enumerate(prefixes):
-    if urls[i]:
-        prefixed_urls = [f"{prefix}:{url}" for url in urls[i].replace(',', '').split()]
-        if prefixed_urls:
-            url += ", ".join(prefixed_urls) + ", "
-
-if detailed_download == "on":
-    print("\n\n\033[33m# ====== Подробная Загрузка ====== #\n\033[0m")
-    download(url)
-    print("\n\033[33m# =============================== #\n\033[0m")
-else:
-    with capture.capture_output() as cap:
-        download(url)
-    del cap
-
-print("\r🏁 Скачивание Завершено!" + " "*15)
-
-
-# Cleaning shit after downloading...
-get_ipython().system('find {webui_path} \\( -type d \\( -name ".ipynb_checkpoints" -o -name ".aria2" \\) -o -type f -name "*.aria2" \\) -exec rm -r {{}} \\; >/dev/null 2>&1')
-
-
-## Install of Custom extensions
-if len(extension_repo) > 0:
-    print("✨ Устанвока кастомных расширений...", end='', flush=True)
-    with capture.capture_output() as cap:
-        for repo, repo_name in extension_repo:
-            if not repo_name:
-                repo_name = repo.split('/')[-1]
-            get_ipython().system('cd {extensions_dir}                  && git clone {repo} {repo_name}                  && cd {repo_name}                  && git fetch')
-    del cap
-    print(f"\r📦 Установлено '{len(extension_repo)}', Кастомных расширений!")
-
-
-## List Models and stuff
-if detailed_download == "off":
-    print("\n\n\033[33mЕсли вы не видете каких-то скаченных файлов, включите в виджетах функцию 'Подробная Загрузка'.")
-
-if any(not file.endswith('.txt') for file in os.listdir(models_dir)):
-    print("\n\033[33m➤ Models\033[0m")
-    get_ipython().system("find {models_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'")
-if any(not file.endswith('.txt') for file in os.listdir(vaes_dir)):
-    print("\n\033[33m➤ VAEs\033[0m")
-    get_ipython().system("find {vaes_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'")
-if any(not file.endswith('.txt') and not os.path.isdir(os.path.join(embeddings_dir, file)) for file in os.listdir(embeddings_dir)):
-    print("\n\033[33m➤ Embeddings\033[0m")
-    get_ipython().system("find {embeddings_dir}/ -mindepth 1 -maxdepth 1 \\( -name '*.pt' -or -name '*.safetensors' \\) -printf '%f\\n'")
-if any(not file.endswith('.txt') for file in os.listdir(loras_dir)):
-    print("\n\033[33m➤ LoRAs\033[0m")
-    get_ipython().system("find {loras_dir}/ -mindepth 1 ! -name '*.keep' -printf '%f\\n'")
-print(f"\n\033[33m➤ Extensions\033[0m")
-get_ipython().system("find {extensions_dir}/ -mindepth 1 -maxdepth 1 ! -name '*.txt' -printf '%f\\n'")
-if any(not file.endswith(('.txt', '.yaml')) for file in os.listdir(control_dir)):
-    print("\n\033[33m➤ ControlNet\033[0m")
-    get_ipython().system("find {control_dir}/ -mindepth 1 ! -name '*.yaml' -printf '%f\\n' | sed 's/^[^_]*_[^_]*_[^_]*_\\(.*\\)_fp16\\.safetensors$/\\1/'")
-
-
-# === OTHER ===
-# Downlaod discord tags UmiWildcards
-files_umi = [
-    "https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/200_pan_gen.txt",
-    "https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/150_bra_gen.txt"
-]
-save_dir_path = f"{webui_path}/extensions/Umi-AI-Wildcards/wildcards/discord"
-
-with capture.capture_output() as cap:
-    for file in files_umi:
-        get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {save_dir_path} {file}')
-del cap
-
-
-# === ONLY SAGEMAKER ===
-if env == "SageMaker Studio Lab":
-    with capture.capture_output() as cap:
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/envs/studiolab-safemode')
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/envs/sagemaker-distribution')
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/pkgs/cache')
-        get_ipython().system('pip cache purge')
-        get_ipython().system('rm -rf ~/.cache')
-    del cap
-

sagemaker/files_cells/python/ru/launch_ru.py

@@ -1,107 +0,0 @@
-##~   LAUNCH CODE | BY: ANXETY   ~##
-
-import os
-import re
-import time
-import json
-import requests
-from datetime import timedelta
-
-
-#  ================= DETECT ENV =================
-def detect_environment():
-    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
-    environments = {
-        'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
-    }
-
-    for env_var, (environment, path) in environments.items():
-        if env_var in os.environ:
-            return environment, path, free_plan
-
-env, root_path, free_plan = detect_environment()
-webui_path = f"{root_path}/sdw"
-#  ----------------------------------------------
-
-def load_settings():
-    SETTINGS_FILE = f'{root_path}/settings.json'
-    if os.path.exists(SETTINGS_FILE):
-        with open(SETTINGS_FILE, 'r') as f:
-            settings = json.load(f)
-        return settings
-
-settings = load_settings()
-ngrok_token = settings['ngrok_token']
-zrok_token = settings['zrok_token']
-commandline_arguments = settings['commandline_arguments']
-
-
-# ======================== TUNNEL ========================
-if env != "SageMaker Studio Lab":
-    import cloudpickle as pickle
-
-    def get_public_ip(version='ipv4'):
-        try:
-            url = f'https://api64.ipify.org?format=json&{version}=true'
-            response = requests.get(url)
-            data = response.json()
-            public_ip = data['ip']
-            return public_ip
-        except Exception as e:
-            print(f"Error getting public {version} address:", e)
-
-    public_ipv4 = get_public_ip(version='ipv4')
-
-    tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-8")
-    tunnel_port= 1769
-    tunnel = tunnel_class(tunnel_port)
-    tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
-    tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
-
-    ''' add zrok tunnel '''
-    if zrok_token:
-        get_ipython().system('zrok enable {zrok_token} &> /dev/null')
-        tunnel.add_tunnel(command="zrok share public http://localhost:{port}/ --headless", name="zrok", pattern=re.compile(r"[\w-]+\.share\.zrok\.io"))
-# ======================== TUNNEL ========================
-
-
-# automatic fixing path V2
-get_ipython().system('sed -i \'s#"tagger_hf_cache_dir": ".*models/interrogators"#"tagger_hf_cache_dir": "{root_path}/sdw/models/interrogators"#\' {webui_path}/config.json')
-get_ipython().system('sed -i \'s#"additional_networks_extra_lora_path": ".*models/Lora/"#"additional_networks_extra_lora_path": "{root_path}/sdw/models/Lora/"#\' {webui_path}/config.json')
-# ---
-get_ipython().system('sed -i \'s/"sd_checkpoint_hash": ".*"/"sd_checkpoint_hash": ""/g; s/"sd_model_checkpoint": ".*"/"sd_model_checkpoint": ""/g; s/"sd_vae": ".*"/"sd_vae": "None"/g\' {webui_path}/config.json')
-
-
-if env != "SageMaker Studio Lab":
-    with tunnel:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-        commandline_arguments += f" --port=1769"
-
-        if ngrok_token:
-            commandline_arguments += ' --ngrok ' + ngrok_token
-        if env != "Google Colab":
-            commandline_arguments += f" --encrypt-pass=1769"
-
-        get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
-
-        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-        print(f"\n⌚️ \033[0mВы проводите эту сессию в течение - \033[33m{time_since_start}\033[0m\n\n")
-
-else:
-    if ngrok_token:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-
-        commandline_arguments += ' --ngrok ' + ngrok_token
-
-        get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
-
-        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-        print(f"\n⌚️ \033[0mВы проводите эту сессию в течение - \033[33m{time_since_start}\033[0m\n\n")
-
-    else:
-        print("Упс... Я думаю, вы забыли вставить токен `ngrok`..... вернитесь к виджетам и вставьте его, чтобы запустить webui... без него никак :/\nВы можете получить токен здесь:\n\nhttps://dashboard.ngrok.com/get-started/your-authtoken")
-

sagemaker/files_cells/python/ru/widgets_ru.py

@@ -1,592 +0,0 @@
-##~   WIDGET CODE | BY: ANXETY   ~##
-
-import os
-import json
-import time
-import ipywidgets as widgets
-from ipywidgets import widgets, Layout, Label, Button, VBox, HBox
-from IPython.display import display, HTML, Javascript, clear_output
-
-
-#  ================= DETECT ENV =================
-def detect_environment():
-    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
-    environments = {
-        'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
-    }
-
-    for env_var, (environment, path) in environments.items():
-        if env_var in os.environ:
-            return environment, path, free_plan
-
-env, root_path, free_plan = detect_environment()
-webui_path = f"{root_path}/sdw"
-
-get_ipython().system('mkdir -p {root_path}')
-#  ----------------------------------------------
-
-
-# ==================== CSS JS ====================
-# custom background images (test)
-import argparse
-parser = argparse.ArgumentParser(description='This script processes an background image.')
-parser.add_argument('-i', '--image', type=str, help='URL of the image to process', metavar='')
-parser.add_argument('-o', '--opacity', type=float, help='Opacity level for the image, between 0 and 1', metavar='', default=0.3)
-parser.add_argument('-b', '--blur', type=str, help='Blur level for the image', metavar='', default=0)
-parser.add_argument('-y', type=int, help='Y coordinate for the image in px', metavar='', default=0)
-parser.add_argument('-x', type=int, help='X coordinate for the image in px', metavar='', default=0)
-parser.add_argument('-s', '--scale', type=int, help='Scale image in %%', metavar='', default=100)
-parser.add_argument('-m', '--mode', type=str, help='Specify "no-repeat" so that the image pattern is not repeated.', metavar='', default='repeat')
-parser.add_argument('-t', '--transparent', action='store_true', help='Flag to exclude z-index from CSS. Makes fields transparent')
-args = parser.parse_args()
-# ---
-url_img, opacity_img, blur_img, y_img, x_img, scale_img, mode_img = args.image, args.opacity, args.blur, args.y, args.x, args.scale, args.mode
-
-# WTF COLAB - WHAT THE FUCK IS THE DIFFERENCE OF 40 PIXELS!?!?!?
-fix_heigh_img = "-780px"
-if env == "Google Colab": # betrayal..
-    fix_heigh_img = "-740px"
-
-container_background = f'''
-<style>
-:root {{
-  --img_background: url({url_img});
-  --img_opacity: {opacity_img};
-  --img_blur: {blur_img}px;
-  --image_y: {y_img}px;
-  --image_x: {x_img}px;
-  --img_scale: {scale_img}%;
-  --img_mode: {mode_img};
-  --img_height_dif: {fix_heigh_img}
-}}
-
-.widget-dropdown select,
-.widget-text input[type="text"] {{
-    height: 30px;
-    background-color: #1c1c1c;
-    border: 1px solid #262626;
-    border-radius: 10px;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-    transition: all 0.3s ease-in-out;
-'''
-
-if not args.transparent:
-    container_background += "   z-index: 1;\n</style>\n"
-
-display(HTML(container_background))
-# ---
-
-CSS = '''
-<style>
-/* General Styles */
-.header {
-    font-family: cursive;
-    font-size: 20px;
-    font-weight: bold;
-    color: #ff8cee;
-    margin-bottom: 15px;
-    user-select: none;
-    cursor: default;
-    display: inline-block;
-}
-
-hr {
-    border-color: grey;
-    background-color: grey;
-    opacity: 0.25;
-}
-
-a {
-  text-decoration: none;
-  color: inherit;
-}
-
-
-/* Container style */
-
-.container {
-    position: relative;
-    background-color: #232323;
-    width: 1080px;
-    padding: 10px 15px;
-    border-radius: 15px;
-    box-shadow: 0 0 50px rgba(0, 0, 0, 0.3);
-    margin-bottom: 5px;
-    overflow: hidden;
-}
-
-.container::after {
-    position: absolute;
-    top: 5px;
-    right: 10px;
-    content: "ANXETY";
-    font-weight: bold;
-    font-size: 24px;
-    color: rgba(0, 0, 0, 0.2);
-}
-
-/* background img */
-.container::before {
-  content: "";
-  position: absolute;
-  top: 0;
-  left: 0;
-  right: 0;
-  bottom: 0;
-  background-image: var(--img_background);
-  background-size: var(--img_scale);
-  background-repeat: var(--img_mode);
-  opacity: var(--img_opacity);
-  mix-blend-mode: screen;
-  pointer-events: none;
-  filter: blur(var(--img_blur));
-}
-
-.image_1::before {
-  background-position: var(--image_x) calc(-120px - var(--image_y));
-}
-.image_2::before {
-  background-position: var(--image_x) calc(-290px - var(--image_y));
-}
-.image_3::before {
-  background-position: var(--image_x) calc(-430px - var(--image_y));
-}
-.image_4::before {
-  background-position: var(--image_x) calc(var(--img_height_dif) - var(--image_y));
-}
-
-.container_custom_downlad {
-    height: 55px;
-    transition: all 0.5s;
-}
-
-.container_custom_downlad.expanded {
-    height: 270px;
-}
-
-
-/* Element text style */
-
-.widget-html,
-.widget-button,
-.widget-text label,
-.widget-checkbox label,
-.widget-dropdown label,
-.widget-dropdown select,
-.widget-text input[type="text"] {
-    font-family: cursive;
-    font-size: 14px;
-    color: white !important;
-    user-select: none;
-}
-
-.widget-text input[type="text"]::placeholder {
-    color: grey;
-}
-
-
-/* Input field styles */
-/*
-.widget-dropdown select,
-.widget-text input[type="text"] {
-    height: 30px;
-    background-color: #1c1c1c;
-    border: 1px solid #262626;
-    border-radius: 10px;
-    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
-    transition: all 0.3s ease-in-out;
-}
-*/
-
-.widget-dropdown select:focus,
-.widget-text input[type="text"]:focus {
-    border-color: #006ee5;
-}
-
-.widget-dropdown select:hover,
-.widget-text input[type="text"]:hover {
-    transform: scale(1.003);
-    background-color: #262626;
-    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.5);
-}
-
-
-/* Slider Checkbox style */
-
-.widget-checkbox input[type="checkbox"] {
-    appearance: none;
-    position: relative;
-    top: 4px; /* Why is he taller?! */
-    width: 40px;
-    height: 20px;
-    border: none;
-    border-radius: 10px;
-    background-color: #20b2aa;
-    cursor: pointer;
-    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.3);
-    transition: background-color 0.3s ease;
-}
-.widget-checkbox input[type="checkbox"]:checked {
-    background-color: #2196F3;
-}
-
-.widget-checkbox input[type="checkbox"]:before {
-    content: '';
-    position: absolute;
-    top: 50%;
-    left: 3px;
-    width: 16px;
-    height: 16px;
-    border-radius: inherit;
-    background-color: white;
-    box-shadow: 0 0 8px rgba(0, 0, 0, 0.3);
-    transform: translateY(-50%);
-    transition: left 0.3s ease;
-}
-.widget-checkbox input[type="checkbox"]:checked:before {
-    left: 21px;
-}
-
-
-/* Button styles */
-
-.button_save {
-    font-size: 15px;
-    font-weight: bold;
-    width: 120px;
-    height: 35px;
-    border-radius: 15px;
-    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);
-    background-size: 200% 200%;
-    background-position: left bottom;
-    transition: background 0.5s ease-in-out, transform 0.3s ease;
-}
-
-.button_save:hover {
-    cursor: pointer;
-    background-image: radial-gradient(circle at top left, purple 10%, #93ac47 90%);
-    background-size: 200% 200%;
-    background-position: right bottom;
-    transform: translateY(1px);
-}
-
-.button_ngrok {
-    font-size: 12px;
-    height: 30px;
-    border-radius: 10px;
-    padding: 1px 12px;
-    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);
-    background-size: 200% 200%;
-    background-position: left bottom;
-    transition: background 0.5s ease-in-out, transform 0.3s ease;
-    white-space: nowrap;
-}
-
-.button_ngrok:hover  {
-    cursor: pointer;
-    background-image: radial-gradient(circle at top left, purple 10%, #1D94BB 90%);
-    background-size: 200% 200%;
-    background-position: right bottom;
-    transform: translateY(1px);
-}
-
-.button_save:active,
-.button_ngrok:active {
-    filter: brightness(0.75) !important;
-}
-
-/* Removes ugly stroke from widget buttons. */
-.jupyter-widgets.lm-Widget:focus {
-    outline: none;
-}
-
-
-/* Popup style of `FAQ` window */
-
-.info {
-    position: absolute;
-    top: -5px;
-    right: 95px;
-    color: grey;
-    font-family: cursive;
-    font-size: 14px;
-    font-weight: normal;
-    user-select: none;
-    pointer-events: none;
-    opacity: 0;
-    transition: opacity 0.3s ease-in-out;
-    display: inline-block;
-}
-
-.popup {
-    position: absolute;
-    top: 120px;
-    z-index: 999;
-    width: auto;
-    padding: 10px;
-    text-align: center;
-    background-color: rgba(255, 255, 255, 0.05);
-    backdrop-filter: blur(20px);
-    border: 1px solid rgba(255, 255, 255, 0.45);
-    border-radius: 8px;
-    box-shadow: 0 0 50px rgba(0, 0, 0, 0.5);
-    opacity: 0;
-    color: #fff;
-    font-size: 16px;
-    font-family: cursive;
-    user-select: none;
-    cursor: default;
-    pointer-events: none;
-    transform: rotate(-5deg);
-    transition: top 0.3s ease-in-out, opacity 0.3s ease-in-out, transform 0.3s ease-in-out;
-}
-
-.sample {
-    display: inline-block;
-    margin-top: 25px;
-    padding: 10px 100px;
-    background-color: rgba(255, 255, 255, 0.2);
-    color: #c6e2ff;
-    border: 2px solid rgba(255, 255, 255, 0.2);
-    border-radius: 8px;
-    box-shadow: 0 0 10px rgba(255, 255, 255, 0.2), inset 0 0 25px rgba(255, 255, 255, 0.2);
-}
-
-.info.showed {
-    opacity: 1;
-    pointer-events: auto;
-}
-
-.info:hover + .popup {
-    top: 35px;
-    opacity: 1;
-    pointer-events: initial;
-    transform: rotate(0deg);
-}
-
-
-/* Animation of elements */
-
-.container,
-.button_save {
-    animation-name: showedWidgets;
-    animation-duration: 1s;
-    animation-fill-mode: forwards;
-}
-
-.container.hide,
-.button_save.hide {
-    animation-name: hideWidgets;
-    animation-duration: 0.5s;
-    animation-fill-mode: forwards;
-}
-
-@keyframes showedWidgets {
-    0% {
-        transform: translate3d(-65%, 15%, 0) scale(0) rotate(15deg);
-        filter: blur(25px) grayscale(1) brightness(0.3);
-        opacity: 0;
-    }
-    100% {
-        transform: translate3d(0, 0, 0) scale(1) rotate(0deg);
-        filter: blur(0) grayscale(0) brightness(1);
-        opacity: 1;
-    }
-}
-
-@keyframes hideWidgets {
-    0% {
-        transform: translate3d(0, 0, 0) scale(1) rotate3d(1, 0, 0, 0deg);
-        filter: blur(0) grayscale(0) brightness(1);
-        opacity: 1;
-    }
-    100% {
-        transform: translate3d(0, 5%, 0) scale(0.9) rotate3d(1, 0, 0, 90deg);
-        filter: blur(15px) grayscale(1) brightness(0.5);
-        opacity: 0;
-    }
-}
-</style>
-
-<!-- TOGGLE 'CustomDL' SCRIPT -->
-<script>
-function toggleContainer() {
-    let downloadContainer = document.querySelector('.container_custom_downlad');
-    let info = document.querySelector('.info');
-
-    downloadContainer.classList.toggle('expanded');
-    info.classList.toggle('showed');
-}
-</script>
-'''
-
-display(HTML(CSS))
-# ==================== CSS JS ====================
-
-
-# ==================== WIDGETS ====================
-# --- global widgets ---
-style = {'description_width': 'initial'}
-layout = widgets.Layout(min_width='1047px')
-
-HR = widgets.HTML('<hr>')
-
-# --- MODEL ---
-model_header = widgets.HTML('<div class="header">Выбор Модели<div>')
-model_options = ['none',
-                 '1.Anime (by XpucT) + INP',
-                 '2.BluMix [Anime] [V7]',
-                 '3.Cetus-Mix [Anime] [V4] + INP',
-                 '4.Counterfeit [Anime] [V3] + INP',
-                 '5.CuteColor [Anime] [V3]',
-                 '6.Dark-Sushi-Mix [Anime]',
-                 '7.Deliberate [Realism] [V6] + INP',
-                 '8.Meina-Mix [Anime] [V11] + INP',
-                 '9.Mix-Pro [Anime] [V4] + INP']
-# ---
-Model_widget = widgets.Dropdown(options=model_options, value='4.Counterfeit [Anime] [V3] + INP', description='Модель:', style=style, layout=layout)
-Model_Num_widget = widgets.Text(description='Номер Модели:', placeholder='Введите номера моделей для скачивания через запятую/пробел.', style=style, layout=layout)
-Inpainting_Model_widget = widgets.Checkbox(value=False, description='Inpainting Модели', style=style)
-
-''' Display Model'''
-all_model_box = widgets.VBox([model_header, Model_widget, Model_Num_widget, Inpainting_Model_widget]).add_class("container").add_class("image_1")
-display(all_model_box)
-
-# --- VAE ---
-vae_header = widgets.HTML('<div class="header" >Выбор VAE</div>')
-vae_options = ['none',
-               '1.Anime.vae',
-               '2.Anything.vae',
-               '3.Blessed2.vae',
-               '4.ClearVae.vae',
-               '5.WD.vae']
-Vae_widget = widgets.Dropdown(options=vae_options, value='3.Blessed2.vae', description='Vae:', style=style, layout=layout)
-Vae_Num_widget = widgets.Text(description='Номер Vae:', placeholder='Введите номера vae для скачивания через запятую/пробел.', style=style, layout=layout)
-
-''' Display Vae'''
-all_vae_box= widgets.VBox([vae_header, Vae_widget, Vae_Num_widget]).add_class("container").add_class("image_2")
-display(all_vae_box)
-
-# --- ADDITIONAL ---
-additional_header = widgets.HTML('<div class="header">Дополнительно</div>')
-latest_webui_widget = widgets.Checkbox(value=True, description='Обновить WebUI', style=style)
-latest_exstensions_widget = widgets.Checkbox(value=True, description='Обновить Расширения', style=style)
-detailed_download_widget = widgets.Dropdown(options=['off', 'on'], value='off', description='Подробная Загрузка:', style=style)
-latest_changes_widget = HBox([latest_webui_widget, latest_exstensions_widget, detailed_download_widget], layout=widgets.Layout(justify_content='space-between'))
-controlnet_options = ['none', 'ALL', '1.canny',
-                      '2.openpose', '3.depth',
-                      '4.normal_map', '5.mlsd',
-                      '6.lineart', '7.soft_edge',
-                      '8.scribble', '9.segmentation',
-                      '10.shuffle', '11.tile',
-                      '12.inpaint', '13.instruct_p2p']
-# ---
-controlnet_widget = widgets.Dropdown(options=controlnet_options, value='none', description='ControlNet:', style=style, layout=layout)
-controlnet_Num_widget = widgets.Text(description='Номер ControlNet:', placeholder='Введите номера моделей ControlNet для скачивания через запятую/пробел.', style=style, layout=layout)
-commit_hash_widget = widgets.Text(description='Commit Hash:', style=style, layout=layout)
-optional_huggingface_token_widget = widgets.Text(description='Токен HuggingFace:', style=style, layout=layout)
-ngrok_token_widget = widgets.Text(description='Токен Ngrok:', style=style, layout=widgets.Layout(width='1047px'))
-ngrock_button = widgets.HTML('<a href="https://dashboard.ngrok.com/get-started/your-authtoken" target="_blank">Получить Ngrok Токен</a>').add_class("button_ngrok")
-ngrok_widget = widgets.HBox([ngrok_token_widget, ngrock_button], style=style, layout=layout)
-zrok_token_widget = widgets.Text(description='Zrok Token:', style=style, layout=widgets.Layout(width='1047px'))
-zrok_button = widgets.HTML('<a href="https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU" target="_blank">Зарегать Zrok Токен</a>').add_class("button_ngrok")
-zrok_widget = widgets.HBox([zrok_token_widget, zrok_button], style=style, layout=layout)
-# ---
-commandline_arguments_options = "--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars --xformers"
-commandline_arguments_widget = widgets.Text(description='Аргументы:', value=commandline_arguments_options, style=style, layout=layout)
-
-''' Display Additional'''
-additional_widget_list = [additional_header, latest_changes_widget, HR, controlnet_widget, controlnet_Num_widget, commit_hash_widget, optional_huggingface_token_widget, ngrok_widget, zrok_widget, HR, commandline_arguments_widget]
-if free_plan and env == "Google Colab": # remove ngrok from colab
-    additional_widget_list.remove(ngrok_widget)
-if env == "SageMaker Studio Lab": # remove zrok from sagemaker
-    additional_widget_list.remove(zrok_widget)
-# ```
-all_additional_box = widgets.VBox(additional_widget_list).add_class("container").add_class("image_3")
-display(all_additional_box)
-
-# --- CUSTOM DOWNLOAD ---
-custom_download_header_popup = widgets.HTML('''
-<style>
-/* Color */
-.sample_label {color: #dbafff;}
-.braces {color: #ffff00;}
-.extension {color: #eb934b;}
-.file_name {color: #ffffd8;}
-</style>
-
-<div class="header" style="cursor: pointer;" onclick="toggleContainer()">Кастомная Загрузка</div>
-<!-- PopUp window -->
-<div class="info" id="info_dl">INFO</div>
-<div class="popup">
-    Разделите несколько URL-адресов запятой/пробелом. Для <span class="file_name">пользовательского имени</span> файла/расширения укажите его через <span class="braces">[]</span>
-    после URL без пробелов.
-    <span style="color: #ff9999">Для файлов обязательно укажите</span> - <span class="extension">Расширение Файла.</span>
-    <div class="sample">
-        <span class="sample_label">Пример для Файла:</span>
-        https://civitai.com/api/download/models/229782<span class="braces">[</span><span class="file_name">Detailer</span><span class="extension">.safetensors</span><span class="braces">]</span>
-        <br>
-        <span class="sample_label">Пример для Расширения:</span>
-        https://github.com/hako-mikan/sd-webui-regional-prompter<span class="braces">[</span><span class="file_name">Regional-Prompter</span><span class="braces">]</span>
-    </div>
-</div>
-''')
-# ---
-Model_url_widget = widgets.Text(description='Model:', style=style, layout=layout)
-Vae_url_widget = widgets.Text(description='Vae:', style=style, layout=layout)
-LoRA_url_widget = widgets.Text(description='LoRa:', style=style, layout=layout)
-Embedding_url_widget = widgets.Text(description='Embedding:', style=style, layout=layout)
-Extensions_url_widget = widgets.Text(description='Extensions:', style=style, layout=layout)
-custom_file_urls_widget = widgets.Text(description='Файл (txt):', style=style, layout=layout)
-
-''' Display CustomDl'''
-all_custom_box = widgets.VBox([
-    custom_download_header_popup, Model_url_widget, Vae_url_widget, LoRA_url_widget, Embedding_url_widget, Extensions_url_widget, custom_file_urls_widget
-    ]).add_class("container").add_class("image_4").add_class("container_custom_downlad")
-display(all_custom_box)
-
-# --- Save Button ---
-save_button = widgets.Button(description='Сохранить').add_class("button_save")
-display(save_button)
-
-
-# ============ Load / Save - Settings V2 ============
-SETTINGS_FILE = f'{root_path}/settings.json'
-
-settings_keys = [
-    'Model', 'Model_Num', 'Inpainting_Model',
-    'Vae', 'Vae_Num',
-    'latest_webui', 'latest_exstensions', 'detailed_download',
-    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',
-    'ngrok_token', 'zrok_token', 'commandline_arguments',
-    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'
-]
-
-def save_settings():
-    settings = {key: globals()[f"{key}_widget"].value for key in settings_keys}
-    with open(SETTINGS_FILE, 'w') as f:
-        json.dump(settings, f)
-
-def load_settings():
-    if os.path.exists(SETTINGS_FILE):
-        with open(SETTINGS_FILE, 'r') as f:
-            settings = json.load(f)
-            for key in settings_keys:
-                globals()[f"{key}_widget"].value = settings.get(key)
-
-def save_data(button):
-    save_settings()
-
-    # --- uhh - hide... ---
-    widgets_list = [all_model_box, all_vae_box, all_additional_box, all_custom_box, save_button]
-    for widget in widgets_list:
-        widget.add_class("hide")
-    time.sleep(0.5)
-
-    widgets.Widget.close_all()
-
-settings = load_settings()
-save_button.on_click(save_data)
-