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files_cells/notebooks/en/auto_cleaner_en.ipynb

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+{
+  "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 V3.7 CODE | BY: ANXETY   ~##\n",
+        "\n",
+        "from directory_setup import models_dir, vaes_dir, control_dir, loras_dir, output_dir\n",
+        "\n",
+        "import os\n",
+        "import time\n",
+        "from ipywidgets import widgets\n",
+        "from IPython.display import display, HTML, Javascript\n",
+        "\n",
+        "\n",
+        "# Setup Env\n",
+        "env = os.getenv('ENV_NAME')\n",
+        "root_path = os.getenv('ROOT_PATH')\n",
+        "webui_path = os.getenv('WEBUI_PATH')\n",
+        "free_plan = os.getenv('FREE_PLAN')\n",
+        "\n",
+        "\n",
+        "# ==================== CSS ====================\n",
+        "# Main CSS\n",
+        "css_file_path = f\"{root_path}/CSS/auto_cleaner.css\"\n",
+        "with open(css_file_path , \"r\") as f:\n",
+        "    CSS_AC = f.read()\n",
+        "display(HTML(f\"<style>{CSS_AC}</style>\"))\n",
+        "\n",
+        "\n",
+        "# ================ AutoCleaner function ================\n",
+        "directories = {\n",
+        "    \"Images\": output_dir,\n",
+        "    \"Models\": models_dir,\n",
+        "    \"Vae\": vaes_dir,\n",
+        "    \"LoRa\": loras_dir,\n",
+        "    \"ControlNet Models\": control_dir\n",
+        "}\n",
+        "\n",
+        "\"\"\" functions \"\"\"\n",
+        "def clean_directory(directory, directory_type):\n",
+        "    deleted_files = 0\n",
+        "\n",
+        "    for root, dirs, files in os.walk(directory):\n",
+        "        for file in files:\n",
+        "            file_path = os.path.join(root, file)\n",
+        "\n",
+        "            if file.endswith(\".txt\"):\n",
+        "                continue\n",
+        "            if file.endswith((\".safetensors\", \".pt\")) or directory_type == \"Images\":\n",
+        "                deleted_files += 1\n",
+        "\n",
+        "            os.remove(file_path)\n",
+        "    return deleted_files\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",
+        "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], 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",
+        "def on_clear_button_press(button):\n",
+        "    container.add_class(\"hide\")\n",
+        "    time.sleep(0.5)\n",
+        "    widgets.Widget.close_all()\n",
+        "\n",
+        "def generate_messages(deleted_files_dict):\n",
+        "    messages = []\n",
+        "    word_variants = {\n",
+        "        \"Images\": \"Images\",\n",
+        "        \"Models\": \"Models\",\n",
+        "        \"Vae\": \"Vae\",\n",
+        "        \"LoRa\": \"LoRa\",\n",
+        "        \"ControlNet Models\": \"ControlNet Models\"\n",
+        "    }\n",
+        "    for key, value in deleted_files_dict.items():\n",
+        "        object_word = word_variants.get(key)\n",
+        "        messages.append(f\"Deleted {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 = widgets.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 = widgets.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 = widgets.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": []
+    }
+  ]
+}

files_cells/notebooks/en/downloading_en.ipynb

@@ -0,0 +1,637 @@
+{
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "2lJmbqrs3Mu8"
+      },
+      "outputs": [],
+      "source": [
+        "##~   DOWNLOADING CODE | BY: ANXETY   ~##\n",
+        "\n",
+        "from directory_setup import *\n",
+        "from models_data import model_list, vae_list, controlnet_list\n",
+        "\n",
+        "import os\n",
+        "import re\n",
+        "import time\n",
+        "import json\n",
+        "import shutil\n",
+        "import zipfile\n",
+        "import requests\n",
+        "import subprocess\n",
+        "from datetime import timedelta\n",
+        "from subprocess import getoutput\n",
+        "from IPython.utils import capture\n",
+        "from IPython.display import clear_output\n",
+        "from urllib.parse import urlparse, parse_qs\n",
+        "\n",
+        "\n",
+        "# Setup Env\n",
+        "env = os.getenv('ENV_NAME')\n",
+        "root_path = os.getenv('ROOT_PATH')\n",
+        "webui_path = os.getenv('WEBUI_PATH')\n",
+        "free_plan = os.getenv('FREE_PLAN')\n",
+        "\n",
+        "UI = os.getenv('SDW_UI')\n",
+        "OLD_UI = os.getenv('SDW_OLD_UI')\n",
+        "\n",
+        "os.chdir(root_path)\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', 'latest_webui', 'latest_exstensions',\n",
+        "    'change_webui', 'detailed_download', 'controlnet',\n",
+        "    'controlnet_num', 'commit_hash', 'huggingface_token',\n",
+        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
+        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',\n",
+        "    'Extensions_url', 'custom_file_urls'\n",
+        "]\n",
+        "\n",
+        "locals().update({key: settings.get(key) for key in VARIABLES})\n",
+        "\n",
+        "\n",
+        "# ================ LIBRARIES V2 ================\n",
+        "flag_file = f\"{root_path}/libraries_installed.txt\"\n",
+        "\n",
+        "if not os.path.exists(flag_file):\n",
+        "    print(\"💿 Installing the libraries, it's going to take a while:\\n\")\n",
+        "\n",
+        "    install_lib = {\n",
+        "        # \"aria2\": \"apt -y install aria2\",\n",
+        "        \"aria2\": \"pip install aria2\",\n",
+        "        \"localtunnel\": \"npm install -g localtunnel\",\n",
+        "    }\n",
+        "    if controlnet != 'none':\n",
+        "        install_lib[\"insightface\"] = \"pip install insightface\"\n",
+        "\n",
+        "    additional_libs = {\n",
+        "        \"Google Colab\": {\n",
+        "            \"xformers\": \"pip install xformers==0.0.27 --no-deps\"\n",
+        "        },\n",
+        "        \"Kaggle\": {\n",
+        "            \"xformers\": \"pip install xformers==0.0.26.post1\",\n",
+        "            # \"torch\": \"pip install torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121\",\n",
+        "            # \"aiohttp\": \"pip install trash-cli && trash-put /opt/conda/lib/python3.10/site-packages/aiohttp*\" # fix install req\n",
+        "        }\n",
+        "    }\n",
+        "    if env in additional_libs:\n",
+        "        install_lib.update(additional_libs[env])\n",
+        "\n",
+        "    # Loop through libraries\n",
+        "    for index, (package, install_cmd) in enumerate(install_lib.items(), start=1):\n",
+        "        print(f\"\\r[{index}/{len(install_lib)}] \\033[32m>>\\033[0m Installing \\033[33m{package}\\033[0m...\" + \" \"*35, end='')\n",
+        "        subprocess.run(install_cmd, shell=True, capture_output=True)\n",
+        "\n",
+        "    # Additional specific packages\n",
+        "    with capture.capture_output():\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",
+        "        !curl -sLO https://github.com/openziti/zrok/releases/download/v0.4.32/zrok_0.4.32_linux_amd64.tar.gz && tar -xzf zrok_0.4.32_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.32_linux_amd64.tar.gz\n",
+        "\n",
+        "    clear_output()\n",
+        "\n",
+        "    # Save file install lib\n",
+        "    with open(flag_file, \"w\") as f:\n",
+        "        f.write(\">W<'\")\n",
+        "\n",
+        "    print(\"🍪 Libraries are installed!\" + \" \"*35)\n",
+        "    time.sleep(2)\n",
+        "    clear_output()\n",
+        "\n",
+        "\n",
+        "# =================== OTHER ====================\n",
+        "# Setup Timer\n",
+        "start_colab = int(os.environ.get(\"START_COLAB\", time.time() - 5))\n",
+        "os.environ[\"START_COLAB\"] = str(start_colab)\n",
+        "\n",
+        "def download_cfg_files(file_paths, destination_path):\n",
+        "    base_url = \"https://huggingface.co/NagisaNao/SD-CONFIGS/resolve/main\"\n",
+        "    for filename in file_paths:\n",
+        "        file_name = filename.split('/')[-1]\n",
+        "        !wget -O {destination_path}/{file_name} {base_url}/{filename}\n",
+        "\n",
+        "def cfg_download():\n",
+        "    common_files = [\"styles.csv\"]\n",
+        "    a1111_files = [\"A1111/config.json\", \"A1111/ui-config.json\"]\n",
+        "    forge_files = [\"reForge/config.json\", \"reForge/ui-config.json\"]\n",
+        "\n",
+        "    with capture.capture_output():\n",
+        "        download_cfg_files(common_files, webui_path)\n",
+        "        ui_files = a1111_files if UI == 'A1111' else forge_files\n",
+        "        download_cfg_files(ui_files, webui_path)\n",
+        "\n",
+        "def remove_dir(directory_path):\n",
+        "    if directory_path and os.path.exists(directory_path):\n",
+        "        try:\n",
+        "            shutil.rmtree(directory_path)\n",
+        "        except Exception:\n",
+        "            !rm -rf {directory_path}\n",
+        "\n",
+        "TEMPORARY_DIR = f'{root_path}/temp_dir'\n",
+        "def copy_items_with_replace(src_base, dst_base):\n",
+        "    items_to_copy = [\n",
+        "        'embeddings',\n",
+        "        'models/Stable-diffusion',\n",
+        "        'models/VAE',\n",
+        "        'models/Lora',\n",
+        "        'models/ControlNet'\n",
+        "    ]\n",
+        "\n",
+        "    print(\"⌚ Moving files...\", end='')\n",
+        "    for item in items_to_copy:\n",
+        "        src = os.path.join(src_base, item)\n",
+        "        dst = os.path.join(dst_base, item)\n",
+        "\n",
+        "        if os.path.exists(src):\n",
+        "            if os.path.exists(dst):\n",
+        "                remove_dir(dst)\n",
+        "            os.makedirs(os.path.dirname(dst), exist_ok=True)\n",
+        "            shutil.move(src, dst)\n",
+        "    print(\"\\r🔥 Files moved!\" + \" \"*15)\n",
+        "\n",
+        "def handle_colab_timer(webui_path, timer_colab):\n",
+        "    timer_file_path = os.path.join(webui_path, 'static', 'colabTimer.txt')\n",
+        "    if not os.path.exists(timer_file_path):\n",
+        "        with open(timer_file_path, 'w') as timer_file:\n",
+        "            timer_file.write(str(timer_colab))\n",
+        "    else:\n",
+        "        with open(timer_file_path, 'r') as timer_file:\n",
+        "            timer_colab = float(timer_file.read())\n",
+        "    return timer_colab\n",
+        "\n",
+        "def unpack_webui():\n",
+        "    start_install = time.time()\n",
+        "    print(f\"⌚ Unpacking Stable Diffusion{' (Forge)' if UI == 'Forge' else ''}...\", end='')\n",
+        "\n",
+        "    with capture.capture_output():\n",
+        "        download_url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip\"\n",
+        "        if UI == 'Forge':\n",
+        "            download_url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip\"\n",
+        "\n",
+        "        zip_path = f\"{root_path}/repo.zip\"\n",
+        "        !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {download_url} -d {root_path} -o repo.zip\n",
+        "        !unzip -q -o {zip_path} -d {webui_path}\n",
+        "        !rm -rf {zip_path}\n",
+        "\n",
+        "        handle_colab_timer(webui_path, start_colab)\n",
+        "\n",
+        "    install_time = time.time() - start_install\n",
+        "    minutes, seconds = divmod(int(install_time), 60)\n",
+        "    print(f\"\\r🚀 Unpacking complete! For {minutes:02}:{seconds:02} ⚡\" + \" \"*15)\n",
+        "\n",
+        "    if os.path.exists(TEMPORARY_DIR):\n",
+        "        copy_items_with_replace(TEMPORARY_DIR, webui_path)\n",
+        "        remove_dir(TEMPORARY_DIR)\n",
+        "\n",
+        "# ================= MAIN CODE ==================\n",
+        "if os.path.exists(webui_path):\n",
+        "    if UI != OLD_UI:\n",
+        "        print(f'Switching the WebUI from \\033[33m{OLD_UI}\\033[0m to \\033[33m{UI}\\033[0m:')\n",
+        "        copy_items_with_replace(webui_path, TEMPORARY_DIR)\n",
+        "        remove_dir(webui_path)\n",
+        "        os.environ['SDW_OLD_UI'] = UI\n",
+        "        time.sleep(2)\n",
+        "        clear_output()\n",
+        "\n",
+        "if not os.path.exists(webui_path):\n",
+        "    unpack_webui()\n",
+        "    cfg_download()\n",
+        "else:\n",
+        "    print(\"🚀 All unpacked... Skip. ⚡\")\n",
+        "    timer_colab = handle_colab_timer(webui_path, start_colab)\n",
+        "    elapsed_time = str(timedelta(seconds=time.time() - timer_colab)).split('.')[0]\n",
+        "    print(f\"⌚️ You have been conducting this session for - \\033[33m{elapsed_time}\\033[0m\")\n",
+        "\n",
+        "\n",
+        "## Changes extensions and WebUi\n",
+        "if latest_webui or latest_exstensions:\n",
+        "    action = \"WebUI and Extensions\" if latest_webui and latest_exstensions else (\"WebUI\" if latest_webui else \"Extensions\")\n",
+        "    print(f\"⌚️ Updating {action}...\", end='')\n",
+        "    with capture.capture_output():\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",
+        "            !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
+        "    print(f\"\\r✨ Updating {action} Completed!\")\n",
+        "\n",
+        "\n",
+        "# === FIXING EXTENSIONS ===\n",
+        "anxety_repos = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main\"\n",
+        "with capture.capture_output():\n",
+        "    # --- Umi-Wildcard ---\n",
+        "    !sed -i '521s/open=\\(False\\|True\\)/open=False/' {webui_path}/extensions/Umi-AI-Wildcards/scripts/wildcard_recursive.py  # Closed accordion by default\n",
+        "    # --- Encrypt-Image ---\n",
+        "    !sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js # Removes the weird text in webui\n",
+        "\n",
+        "\n",
+        "## Version switching\n",
+        "if commit_hash:\n",
+        "    print('⏳ Time machine activation...', end=\"\")\n",
+        "    with capture.capture_output():\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",
+        "    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~ Hey! If you're freaked out by that code too, don't worry, me too!\n",
+        "print(\"📦 Downloading models and stuff...\", end='')\n",
+        "\n",
+        "extension_repo = []\n",
+        "PREFIXES = {\n",
+        "    \"model\": models_dir,\n",
+        "    \"vae\": vaes_dir,\n",
+        "    \"lora\": loras_dir,\n",
+        "    \"embed\": embeddings_dir,\n",
+        "    \"extension\": extensions_dir,\n",
+        "    \"control\": control_dir,\n",
+        "    \"adetailer\": adetailer_dir,\n",
+        "    \"config\": webui_path\n",
+        "}\n",
+        "!mkdir -p {\" \".join(PREFIXES.values())}\n",
+        "\n",
+        "''' Formatted Info Output '''\n",
+        "\n",
+        "def center_text(text, terminal_width=45):\n",
+        "    padding = (terminal_width - len(text)) // 2\n",
+        "    return f\"{' ' * padding}{text}{' ' * padding}\"\n",
+        "\n",
+        "def format_output(url, dst_dir, file_name, image_name=None, image_url=None):\n",
+        "    info = center_text(f\"[{file_name.split('.')[0]}]\")\n",
+        "    sep_line = '---' * 20\n",
+        "\n",
+        "    print(f\"\\n\\033[32m{sep_line}\\033[36;1m{info}\\033[32m{sep_line}\\033[0m\")\n",
+        "    print(f\"\\033[33mURL: {url}\")\n",
+        "    print(f\"\\033[33mSAVE DIR: \\033[34m{dst_dir}\")\n",
+        "    print(f\"\\033[33mFILE NAME: \\033[34m{file_name}\\033[0m\")\n",
+        "    if 'civitai' in url and image_url:\n",
+        "        print(f\"\\033[32m[Preview DL]:\\033[0m {image_name} - {image_url}\\n\")\n",
+        "\n",
+        "''' GET CivitAi API - DATA '''\n",
+        "\n",
+        "def CivitAi_API(url, file_name=None):\n",
+        "    SUPPORT_TYPES = ('Checkpoint', 'TextualInversion', 'LORA')\n",
+        "    CIVITAI_TOKEN = \"62c0c5956b2f9defbd844d754000180b\"\n",
+        "\n",
+        "    url = url.split('?token=')[0] if '?token=' in url else url\n",
+        "    url = url.replace('?type=', f'?token={CIVITAI_TOKEN}&type=') if '?type=' in url else f\"{url}?token={CIVITAI_TOKEN}\"\n",
+        "\n",
+        "    def get_model_data(url):\n",
+        "        base_url = \"https://civitai.com/api/v1\"\n",
+        "        try:\n",
+        "            if \"civitai.com/models/\" in url:\n",
+        "                if '?modelVersionId=' in url:\n",
+        "                    version_id = url.split('?modelVersionId=')[1]\n",
+        "                else:\n",
+        "                    model_id = url.split('/models/')[1].split('/')[0]\n",
+        "                    model_data = requests.get(f\"{base_url}/models/{model_id}\").json()\n",
+        "                    version_id = model_data['modelVersions'][0].get('id')\n",
+        "            else:\n",
+        "                version_id = url.split('/models/')[1].split('/')[0]\n",
+        "\n",
+        "            return requests.get(f\"{base_url}/model-versions/{version_id}\").json()\n",
+        "        except (KeyError, IndexError, requests.RequestException) as e:\n",
+        "            return None\n",
+        "\n",
+        "    data = get_model_data(url)\n",
+        "\n",
+        "    if not data:\n",
+        "        print(\"\\033[31m[Data Info]:\\033[0m Failed to retrieve data from the API.\\n\")\n",
+        "        return 'None', None, None, None, None, None, None\n",
+        "\n",
+        "    def get_model_info(url, data):\n",
+        "        model_type = data['model']['type']\n",
+        "        model_name = data['files'][0]['name']\n",
+        "\n",
+        "        if 'type=' in url:\n",
+        "            url_model_type = parse_qs(urlparse(url).query).get('type', [''])[0].lower()\n",
+        "            if 'vae' in url_model_type:\n",
+        "                model_type = data['files'][1]['type']\n",
+        "                model_name = data['files'][1]['name']\n",
+        "\n",
+        "        if file_name and '.' not in file_name:\n",
+        "            file_extension = model_name.split('.')[-1]\n",
+        "            model_name = f\"{file_name}.{file_extension}\"\n",
+        "        elif file_name:\n",
+        "            model_name = file_name\n",
+        "\n",
+        "        return model_type, model_name\n",
+        "\n",
+        "    def get_download_url(data, model_type):\n",
+        "        if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):\n",
+        "            return data['files'][0]['downloadUrl']\n",
+        "\n",
+        "        return data['files'][1]['downloadUrl'] if 'type' in url else data['files'][0]['downloadUrl']\n",
+        "\n",
+        "    def get_image_info(data, model_type, model_name):\n",
+        "        if not any(t in model_type for t in SUPPORT_TYPES):\n",
+        "            return None, None\n",
+        "\n",
+        "        for image in data.get('images', []):\n",
+        "            if image['nsfwLevel'] >= 4 and env == 'Kaggle':  # Filter NSFW images for Kaggle\n",
+        "                continue\n",
+        "            image_url = image['url']\n",
+        "            image_extension = image_url.split('.')[-1]\n",
+        "            image_name = f\"{model_name.split('.')[0]}.preview.{image_extension}\" if image_url else None\n",
+        "            return image_url, image_name\n",
+        "        return None, None\n",
+        "\n",
+        "    model_type, model_name = get_model_info(url, data)\n",
+        "    download_url = get_download_url(data, model_type)\n",
+        "    image_url, image_name = get_image_info(data, model_type, model_name)\n",
+        "\n",
+        "    return f\"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}\", download_url, model_type, model_name, image_url, image_name, data\n",
+        "\n",
+        "''' Main Download Code '''\n",
+        "\n",
+        "def strip_(url):\n",
+        "    if 'github.com' in url:\n",
+        "        return url.replace('/blob/', '/raw/')\n",
+        "    elif \"huggingface.co\" in url:\n",
+        "        url = url.replace('/blob/', '/resolve/')\n",
+        "        return url.split('?')[0] if '?' in url else url\n",
+        "    return url\n",
+        "\n",
+        "def download(url):\n",
+        "    links_and_paths = [link_or_path.strip() for link_or_path in url.split(',') if link_or_path.strip()]\n",
+        "\n",
+        "    for link_or_path in links_and_paths:\n",
+        "        if any(link_or_path.lower().startswith(prefix) for prefix in PREFIXES):\n",
+        "            handle_manual(link_or_path)\n",
+        "        else:\n",
+        "            url, dst_dir, file_name = link_or_path.split()\n",
+        "            manual_download(url, dst_dir, file_name)\n",
+        "\n",
+        "    # Unpuck ZIPs Files\n",
+        "    for directory in PREFIXES.values():\n",
+        "        for root, _, files in os.walk(directory):\n",
+        "            for file in files:\n",
+        "                if file.endswith(\".zip\"):\n",
+        "                    zip_path = os.path.join(root, file)\n",
+        "                    extract_path = os.path.splitext(zip_path)[0]\n",
+        "                    with zipfile.ZipFile(zip_path, 'r') as zip_ref:\n",
+        "                        zip_ref.extractall(extract_path)\n",
+        "                    os.remove(zip_path)\n",
+        "\n",
+        "def handle_manual(url):\n",
+        "    url_parts = url.split(':', 1)\n",
+        "    prefix, path = url_parts[0], url_parts[1]\n",
+        "\n",
+        "    file_name_match = re.search(r'\\[(.*?)\\]', path)\n",
+        "    file_name = file_name_match.group(1) if file_name_match else None\n",
+        "    if file_name:\n",
+        "        path = re.sub(r'\\[.*?\\]', '', path)\n",
+        "\n",
+        "    if prefix in PREFIXES:\n",
+        "        dir = PREFIXES[prefix]\n",
+        "        if prefix != \"extension\":\n",
+        "            try:\n",
+        "                manual_download(path, dir, file_name=file_name, prefix=prefix)\n",
+        "            except Exception as e:\n",
+        "                print(f\"Error downloading file: {e}\")\n",
+        "        else:\n",
+        "            extension_repo.append((path, file_name))\n",
+        "\n",
+        "def manual_download(url, dst_dir, file_name, prefix=None):\n",
+        "    hf_header = f\"--header='Authorization: Bearer {huggingface_token}'\" if huggingface_token else \"\"\n",
+        "    aria2c_header = \"--header='User-Agent: Mozilla/5.0' --allow-overwrite=true\"\n",
+        "    aria2_args = \"--optimize-concurrent-downloads --console-log-level=error --summary-interval=10 --stderr=true -c -x16 -s16 -k1M -j5\"\n",
+        "\n",
+        "    clean_url = strip_(url)\n",
+        "\n",
+        "    if 'civitai' in url:\n",
+        "        url, clean_url, model_type, file_name, image_url, image_name, data = CivitAi_API(url, file_name)\n",
+        "        if image_url and image_name:\n",
+        "            command = [\"aria2c\"] + aria2_args.split() + [\"-d\", dst_dir, \"-o\", image_name, image_url]\n",
+        "            subprocess.run(command, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)\n",
+        "\n",
+        "    elif 'github' in url or 'huggingface.co' in url:\n",
+        "        if file_name and '.' not in file_name:\n",
+        "            file_extension = f\"{clean_url.split('/')[-1].split('.', 1)[1]}\"\n",
+        "            file_name = f\"{file_name}.{file_extension}\"\n",
+        "        if not file_name:\n",
+        "            file_name = clean_url.split(\"/\")[-1]\n",
+        "\n",
+        "    \"\"\" Formatted info output \"\"\"\n",
+        "    try:\n",
+        "        format_output(clean_url, dst_dir, file_name, image_name, image_url)\n",
+        "    except UnboundLocalError:\n",
+        "        format_output(clean_url, dst_dir, file_name, None, None)\n",
+        "\n",
+        "    # =====================\n",
+        "    def run_aria2c(url, dst_dir, file_name=None, args=\"\", header=\"\"):\n",
+        "        file_path = os.path.join(dst_dir, file_name) # replaces config files\n",
+        "        if os.path.exists(file_path) and prefix == 'config':\n",
+        "            os.remove(file_path)\n",
+        "\n",
+        "        out = f\"-o '{file_name}'\" if file_name else \"\"\n",
+        "        !aria2c {header} {args} -d {dst_dir} {out} '{url}'\n",
+        "\n",
+        "    # -- Google Drive --\n",
+        "    if 'drive.google' in url:\n",
+        "        if not globals().get('have_drive_link', False):\n",
+        "            os.system(\"pip install -U gdown > /dev/null\")\n",
+        "            globals()['have_drive_link'] = True\n",
+        "\n",
+        "        if 'folders' in url:\n",
+        "            os.system(f\"gdown --folder \\\"{url}\\\" -O {dst_dir} --fuzzy -c\")\n",
+        "        else:\n",
+        "            out_path = f\"{dst_dir}/{file_name}\" if file_name else dst_dir\n",
+        "            os.system(f\"gdown \\\"{url}\\\" -O {out_path} --fuzzy -c\")\n",
+        "\n",
+        "    # -- GitHub or Hugging Face --\n",
+        "    elif 'github' in url or 'huggingface' in url:\n",
+        "        run_aria2c(clean_url, dst_dir, file_name, aria2_args, hf_header if 'huggingface' in url else '')\n",
+        "\n",
+        "    # -- Other HTTP/Sources --\n",
+        "    elif 'http' in url:\n",
+        "        run_aria2c(url, dst_dir, file_name, aria2_args, aria2c_header)\n",
+        "\n",
+        "''' SubModels - Added URLs '''\n",
+        "\n",
+        "# Separation of merged numbers\n",
+        "def split_numbers(num_str, max_num):\n",
+        "    result = []\n",
+        "    i = 0\n",
+        "    while i < len(num_str):\n",
+        "        found = False\n",
+        "        for length in range(2, 0, -1):\n",
+        "            if i + length <= len(num_str):\n",
+        "                part = int(num_str[i:i + length])\n",
+        "                if part <= max_num:\n",
+        "                    result.append(part)\n",
+        "                    i += length\n",
+        "                    found = True\n",
+        "                    break\n",
+        "        if not found:\n",
+        "            break\n",
+        "    return result\n",
+        "\n",
+        "def add_submodels(selection, num_selection, model_dict, dst_dir):\n",
+        "    if selection == \"none\":\n",
+        "        return []\n",
+        "    selected_models = []\n",
+        "\n",
+        "    if selection == \"ALL\":\n",
+        "        selected_models = sum(model_dict.values(), [])\n",
+        "    else:\n",
+        "        if selection in model_dict:\n",
+        "            selected_models.extend(model_dict[selection])\n",
+        "\n",
+        "        nums = num_selection.replace(',', ' ').split()\n",
+        "        max_num = len(model_dict)\n",
+        "        unique_nums = set()\n",
+        "\n",
+        "        for num_part in nums:\n",
+        "            split_nums = split_numbers(num_part, max_num)\n",
+        "            unique_nums.update(split_nums)\n",
+        "\n",
+        "        for num in unique_nums:\n",
+        "            if 1 <= num <= max_num:\n",
+        "                name = list(model_dict.keys())[num - 1]\n",
+        "                selected_models.extend(model_dict[name])\n",
+        "\n",
+        "    unique_models = {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 list(unique_models)\n",
+        "\n",
+        "def handle_submodels(selection, num_selection, model_dict, dst_dir, url):\n",
+        "    submodels = add_submodels(selection, num_selection, model_dict, dst_dir)\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",
+        "    return url\n",
+        "\n",
+        "url = \"\"\n",
+        "url = handle_submodels(model, model_num, model_list, models_dir, url)\n",
+        "url = handle_submodels(vae, vae_num, vae_list, vaes_dir, url)\n",
+        "url = handle_submodels(controlnet, controlnet_num, controlnet_list, control_dir, url)\n",
+        "\n",
+        "''' file.txt - added urls '''\n",
+        "\n",
+        "def process_file_download(file_url, PREFIXES, unique_urls):\n",
+        "    files_urls = \"\"\n",
+        "\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",
+        "        line = line.strip()\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.split('#')[0].strip() for url in line.split(',')]  # filter urls\n",
+        "        for url in urls:\n",
+        "            filter_url = url.split('[')[0] # same url filter\n",
+        "\n",
+        "            if url.startswith(\"http\") and filter_url not in unique_urls:\n",
+        "                files_urls += f\"{current_tag}:{url}, \"\n",
+        "                unique_urls.add(filter_url)\n",
+        "\n",
+        "    return files_urls\n",
+        "\n",
+        "file_urls = \"\"\n",
+        "unique_urls = set()\n",
+        "\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",
+        "            file_urls += process_file_download(custom_file_url, PREFIXES, unique_urls)\n",
+        "        except FileNotFoundError:\n",
+        "            pass\n",
+        "\n",
+        "# url prefixing\n",
+        "urls = (Model_url, Vae_url, LoRA_url, Embedding_url, Extensions_url)\n",
+        "prefixed_urls = (f\"{prefix}:{url}\" for prefix, url in zip(PREFIXES.keys(), urls) if url for url in url.replace(',', '').split())\n",
+        "url += \", \".join(prefixed_urls) + \", \" + file_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():\n",
+        "        download(url)\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='')\n",
+        "    with capture.capture_output():\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",
+        "    print(f\"\\r📦 Installed '{len(extension_repo)}', Custom extensions!\")\n",
+        "\n",
+        "\n",
+        "## List Models and stuff V2\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",
+        "%run {root_path}/file_cell/special/dl_display_results.py # display widgets result"
+      ]
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "display_name": "Python 3",
+      "name": "python3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}

files_cells/notebooks/en/launch_en.ipynb

@@ -0,0 +1,152 @@
+{
+  "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",
+        "import subprocess\n",
+        "import cloudpickle as pickle\n",
+        "from datetime import timedelta\n",
+        "from IPython.display import clear_output\n",
+        "\n",
+        "\n",
+        "# Setup Env\n",
+        "env = os.getenv('ENV_NAME')\n",
+        "root_path = os.getenv('ROOT_PATH')\n",
+        "webui_path = os.getenv('WEBUI_PATH')\n",
+        "free_plan = os.getenv('FREE_PLAN')\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",
+        "            return json.load(f)\n",
+        "    return {}\n",
+        "\n",
+        "settings = load_settings()\n",
+        "ngrok_token = settings.get('ngrok_token', \"\")\n",
+        "zrok_token = settings.get('zrok_token', \"\")\n",
+        "commandline_arguments = settings.get('commandline_arguments', \"\")\n",
+        "change_webui = settings.get('change_webui', \"\")\n",
+        "\n",
+        "\n",
+        "# ========================== OTHER ==========================\n",
+        "def is_package_installed(package_name):\n",
+        "    try:\n",
+        "        subprocess.run([\"npm\", \"ls\", \"-g\", package_name], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
+        "        return True\n",
+        "    except subprocess.CalledProcessError:\n",
+        "        return False\n",
+        "\n",
+        "lt_tunnel = is_package_installed('localtunnel')\n",
+        "\n",
+        "\n",
+        "# ======================== TUNNEL V2 ========================\n",
+        "print('Please Wait...')\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",
+        "        return response.json().get('ip', 'N/A')\n",
+        "    except Exception as e:\n",
+        "        print(f\"Error getting public {version} address:\", e)\n",
+        "\n",
+        "# Check if public IP is already saved, if not then get it\n",
+        "public_ip_file = f\"{root_path}/public_ip.txt\"\n",
+        "if os.path.exists(public_ip_file):\n",
+        "    with open(public_ip_file, 'r') as file:\n",
+        "        public_ipv4 = file.read().strip()\n",
+        "else:\n",
+        "    public_ipv4 = get_public_ip(version='ipv4')\n",
+        "    with open(public_ip_file, 'w') as file:\n",
+        "        file.write(public_ipv4)\n",
+        "\n",
+        "tunnel_class = pickle.load(open(f\"{root_path}/new_tunnel\", \"rb\"), encoding=\"utf-8\")\n",
+        "tunnel_port = 1834\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",
+        "\n",
+        "if lt_tunnel:\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",
+        "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",
+        "\n",
+        "clear_output()\n",
+        "\n",
+        "\n",
+        "# ================= Automatic Fixing Path V3 ================\n",
+        "paths_to_check = {\n",
+        "    \"tagger_hf_cache_dir\": f\"{webui_path}/models/interrogators/\",\n",
+        "    \"ad_extra_models_dir\": f\"{webui_path}/models/adetailer/\",\n",
+        "    \"sd_checkpoint_hash\": \"\",\n",
+        "    \"sd_model_checkpoint\": \"\",\n",
+        "    \"sd_vae\": \"None\"\n",
+        "}\n",
+        "\n",
+        "config_path = f'{webui_path}/config.json'\n",
+        "\n",
+        "if os.path.exists(config_path):\n",
+        "    with open(config_path, 'r') as file:\n",
+        "        config_data = json.load(file)\n",
+        "\n",
+        "    for key, value in paths_to_check.items():\n",
+        "        if key in config_data and config_data[key] != value:\n",
+        "            sed_command = f\"sed -i 's|\\\"{key}\\\": \\\".*\\\"|\\\"{key}\\\": \\\"{value}\\\"|' {config_path}\"\n",
+        "            os.system(sed_command)\n",
+        "\n",
+        "\n",
+        "with tunnel:\n",
+        "    %cd {webui_path}\n",
+        "\n",
+        "    commandline_arguments += f' --port={tunnel_port}'\n",
+        "    if ngrok_token:\n",
+        "        commandline_arguments += f' --ngrok {ngrok_token}'\n",
+        "    if env != \"Google Colab\":\n",
+        "        commandline_arguments += f' --encrypt-pass={tunnel_port} --api'\n",
+        "\n",
+        "    if change_webui == 'A1111':\n",
+        "        commandline_arguments += ' --xformers'\n",
+        "    else:\n",
+        "        commandline_arguments += ' --disable-xformers --opt-sdp-attention --cuda-stream --pin-shared-memory'\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",
+        "if zrok_token:\n",
+        "    !zrok disable &> /dev/null"
+      ]
+    }
+  ]
+}

files_cells/notebooks/en/widgets_en.ipynb

@@ -0,0 +1,354 @@
+{
+  "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": [
+        "##~   WIDGET CODE | BY: ANXETY   ~##\n",
+        "\n",
+        "import os\n",
+        "import json\n",
+        "import time\n",
+        "from ipywidgets import widgets\n",
+        "from IPython.display import display, HTML, Javascript, clear_output\n",
+        "\n",
+        "\n",
+        "# Setup Env\n",
+        "env = os.getenv('ENV_NAME')\n",
+        "root_path = os.getenv('ROOT_PATH')\n",
+        "webui_path = os.getenv('WEBUI_PATH')\n",
+        "free_plan = os.getenv('FREE_PLAN')\n",
+        "\n",
+        "\n",
+        "# ==================== CSS JS ====================\n",
+        "##~ custom background images V1.5 ~##\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', action='store_true', help='Removes repetitive image tiles')\n",
+        "parser.add_argument('-t', '--transparent', action='store_true', help='Makes input/selection fields 35%% more transparent')\n",
+        "parser.add_argument('-bf', '--blur-fields', type=str, help='Background blur level for input/selection fields', metavar='', default=2)\n",
+        "\n",
+        "args = parser.parse_args()\n",
+        "\n",
+        "url_img = args.image\n",
+        "opacity_img = args.opacity\n",
+        "blur_img = args.blur\n",
+        "y_img = args.y\n",
+        "x_img = args.x\n",
+        "scale_img = args.scale\n",
+        "blur_fields = args.blur_fields\n",
+        "\n",
+        "## ---\n",
+        "\"\"\" WTF KAGGLE - WHAT THE FUCK IS THE DIFFERENCE OF 35 PIXELS!?!?!? \"\"\"\n",
+        "fix_heigh_img = \"-810px\" if env == \"Kaggle\" else \"-775px\"\n",
+        "\n",
+        "\"\"\" transperent fields \"\"\"\n",
+        "t_bg_alpha = \"1\" if not args.transparent else \"0.65\"\n",
+        "\n",
+        "\"\"\" mode img - repeats \"\"\"\n",
+        "mode_img = \"repeat\" if not args.mode else \"no-repeat\"\n",
+        "\n",
+        "container_background = f'''\n",
+        "<style>\n",
+        ":root {{\n",
+        "  /* for background container*/\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",
+        "  /* for fields */\n",
+        "  --bg-field-color: rgba(28, 28, 28, {t_bg_alpha}); /* -> #1c1c1c */\n",
+        "  --bg-field-color-hover: rgba(38, 38, 38, {t_bg_alpha}); /* -> #262626; */\n",
+        "  --bg-field-blur-level: {blur_fields}px;\n",
+        "}}\n",
+        "'''\n",
+        "\n",
+        "display(HTML(container_background))\n",
+        "\n",
+        "# Main CSS\n",
+        "css_file_path = f\"{root_path}/CSS/main_widgets.css\"\n",
+        "with open(css_file_path , \"r\") as f:\n",
+        "    CSS = f.read()\n",
+        "display(HTML(f\"<style>{CSS}</style>\"))\n",
+        "\n",
+        "# Main JS\n",
+        "JS = '''\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",
+        "display(HTML(JS))\n",
+        "\n",
+        "\n",
+        "# ==================== WIDGETS V2 ====================\n",
+        "HR = widgets.HTML('<hr>')\n",
+        "\n",
+        "class WidgetFactory:\n",
+        "    def __init__(self, style=None, layout=None):\n",
+        "        self.style = style if style else {'description_width': 'initial'}\n",
+        "        self.layout = layout if layout else widgets.Layout(max_width='1080px', width='100%')\n",
+        "\n",
+        "    def create_html(self, content, class_name=None):\n",
+        "        html_widget = widgets.HTML(content)\n",
+        "        if class_name:\n",
+        "            html_widget.add_class(class_name)\n",
+        "        return html_widget\n",
+        "\n",
+        "    def create_header(self, name):\n",
+        "        return widgets.HTML(f'<div class=\"header\">{name}<div>')\n",
+        "\n",
+        "    def create_dropdown(self, options, value, description):\n",
+        "        return widgets.Dropdown(options=options, value=value, description=description, style=self.style, layout=self.layout)\n",
+        "\n",
+        "    def create_text(self, description, placeholder='', value=''):\n",
+        "        return widgets.Text(description=description, placeholder=placeholder, value=value, style=self.style, layout=self.layout)\n",
+        "\n",
+        "    def create_checkbox(self, value, description):\n",
+        "        return widgets.Checkbox(value=value, description=description, style=self.style, layout=self.layout)\n",
+        "\n",
+        "    def create_button(self, description, class_name=None):\n",
+        "        button = widgets.Button(description=description)\n",
+        "        if class_name:\n",
+        "            button.add_class(class_name)\n",
+        "        return button\n",
+        "\n",
+        "    def create_hbox(self, children):\n",
+        "        return widgets.HBox(children)\n",
+        "\n",
+        "    def create_vbox(self, children, class_names=None):\n",
+        "        vbox = widgets.VBox(children)\n",
+        "        if class_names:\n",
+        "            for class_name in class_names:\n",
+        "                vbox.add_class(class_name)\n",
+        "        return vbox\n",
+        "\n",
+        "    def display(self, widget):\n",
+        "        display(widget)\n",
+        "\n",
+        "# Instantiate the factory\n",
+        "factory = WidgetFactory()\n",
+        "\n",
+        "# --- MODEL ---\n",
+        "model_header = factory.create_header('Model Selection')\n",
+        "model_options = ['none',\n",
+        "                 '1.Anime (by XpucT) + INP',\n",
+        "                 '2.BluMix [Anime] [V7] + INP',\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",
+        "model_widget = factory.create_dropdown(model_options, '4.Counterfeit [Anime] [V3] + INP', 'Model:')\n",
+        "model_num_widget = factory.create_text('Model Number:', 'Enter the model numbers to be downloaded using comma/space.')\n",
+        "inpainting_model_widget = factory.create_checkbox(False, 'Inpainting Models')\n",
+        "\n",
+        "# Display Model\n",
+        "all_model_box = factory.create_vbox([model_header, model_widget, model_num_widget, inpainting_model_widget], class_names=[\"container\", \"image_1\"])\n",
+        "factory.display(all_model_box)\n",
+        "\n",
+        "# --- VAE ---\n",
+        "vae_header = factory.create_header('VAE Selection')\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 = factory.create_dropdown(vae_options, '3.Blessed2.vae', 'Vae:')\n",
+        "vae_num_widget = factory.create_text('Vae Number:', 'Enter the vae numbers to be downloaded using comma/space.')\n",
+        "\n",
+        "# Display Vae\n",
+        "all_vae_box = factory.create_vbox([vae_header, vae_widget, vae_num_widget], class_names=[\"container\", \"image_2\"])\n",
+        "factory.display(all_vae_box)\n",
+        "\n",
+        "# --- ADDITIONAL ---\n",
+        "additional_header = factory.create_header('Additional')\n",
+        "latest_webui_widget = factory.create_checkbox(True, 'Update WebUI')\n",
+        "latest_exstensions_widget = factory.create_checkbox(True, 'Update Extensions')\n",
+        "change_webui_widget = factory.create_dropdown(['A1111', 'Forge'], 'A1111', 'Change WebUI:')\n",
+        "detailed_download_widget = factory.create_dropdown(['off', 'on'], 'off', 'Detailed Download:')\n",
+        "choose_changes_widget = factory.create_hbox([latest_webui_widget, latest_exstensions_widget, change_webui_widget, detailed_download_widget])\n",
+        "\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",
+        "controlnet_widget = factory.create_dropdown(controlnet_options, 'none', 'ControlNet:')\n",
+        "controlnet_num_widget = factory.create_text('ControlNet Number:', 'Enter the ControlNet model numbers to be downloaded using comma/space.')\n",
+        "commit_hash_widget = factory.create_text('Commit Hash:')\n",
+        "huggingface_token_widget = factory.create_text('HuggingFace Token:')\n",
+        "\n",
+        "ngrok_token_widget = factory.create_text('Ngrok Token:')\n",
+        "ngrock_button = factory.create_html('<a href=\"https://dashboard.ngrok.com/get-started/your-authtoken\" target=\"_blank\">Получить Ngrok Токен</a>', class_name=\"button_ngrok\")\n",
+        "ngrok_widget = factory.create_hbox([ngrok_token_widget, ngrock_button])\n",
+        "\n",
+        "zrok_token_widget = factory.create_text('Zrok Token:')\n",
+        "zrok_button = factory.create_html('<a href=\"https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU\" target=\"_blank\">Зарегать Zrok Токен</a>', class_name=\"button_ngrok\")\n",
+        "zrok_widget = factory.create_hbox([zrok_token_widget, zrok_button])\n",
+        "\n",
+        "commandline_arguments_options = \"--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars\"\n",
+        "commandline_arguments_widget = factory.create_text('Arguments:', value=commandline_arguments_options)\n",
+        "\n",
+        "# Display Additional\n",
+        "additional_widget_list = [additional_header,\n",
+        "                          choose_changes_widget,\n",
+        "                          HR,\n",
+        "                          controlnet_widget,\n",
+        "                          controlnet_num_widget,\n",
+        "                          commit_hash_widget,\n",
+        "                          huggingface_token_widget,\n",
+        "                          ngrok_widget,\n",
+        "                          zrok_widget,\n",
+        "                          HR,\n",
+        "                          commandline_arguments_widget]\n",
+        "\n",
+        "if free_plan and env == \"Google Colab\": # remove ngrok from colab\n",
+        "    additional_widget_list.remove(ngrok_widget)\n",
+        "\n",
+        "all_additional_box = factory.create_vbox(additional_widget_list, class_names=[\"container\", \"image_3\"])\n",
+        "factory.display(all_additional_box)\n",
+        "\n",
+        "# --- CUSTOM DOWNLOAD ---\n",
+        "custom_download_header_popup = factory.create_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 = factory.create_text('Model:')\n",
+        "Vae_url_widget = factory.create_text('Vae:')\n",
+        "LoRA_url_widget = factory.create_text('LoRa:')\n",
+        "Embedding_url_widget = factory.create_text('Embedding:')\n",
+        "Extensions_url_widget = factory.create_text('Extensions:')\n",
+        "custom_file_urls_widget = factory.create_text('File (txt):')\n",
+        "\n",
+        "# Display CustomDl\n",
+        "all_custom_box = factory.create_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",
+        "], class_names=[\"container\", \"image_4\", \"container_custom_downlad\"])\n",
+        "factory.display(all_custom_box)\n",
+        "\n",
+        "# --- Save Button ---\n",
+        "save_button = factory.create_button('Save', class_name=\"button_save\")\n",
+        "factory.display(save_button)\n",
+        "\n",
+        "\n",
+        "# ==================== OTHER FUNC ====================\n",
+        "# Setup UI\n",
+        "def setup_webui(change_webui_widget):\n",
+        "    if 'SDW_UI' in os.environ:\n",
+        "        UI = os.environ['SDW_UI']\n",
+        "    else:\n",
+        "        os.environ['SDW_UI'] = change_webui_widget\n",
+        "        os.environ['SDW_OLD_UI'] = change_webui_widget\n",
+        "\n",
+        "    UI = os.getenv('SDW_UI')\n",
+        "\n",
+        "    if UI != change_webui_widget:\n",
+        "        os.environ['SDW_UI'] = change_webui_widget\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', 'latest_webui', 'latest_exstensions',\n",
+        "    'change_webui', 'detailed_download', 'controlnet',\n",
+        "    'controlnet_num', 'commit_hash', 'huggingface_token',\n",
+        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
+        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',\n",
+        "    '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, indent=2)\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 hide_widgets():\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",
+        "    widgets.Widget.close_all()\n",
+        "\n",
+        "def save_data(button):\n",
+        "    save_settings()\n",
+        "    setup_webui(change_webui_widget.value)\n",
+        "    hide_widgets()\n",
+        "\n",
+        "load_settings()\n",
+        "save_button.on_click(save_data)"
+      ]
+    }
+  ]
+}

files_cells/notebooks/ru/auto_cleaner_ru.ipynb

@@ -0,0 +1,157 @@
+{
+  "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": [
+        "##~ AutoCleaner V3.7 CODE | BY: ANXETY   ~##\n",
+        "\n",
+        "from directory_setup import models_dir, vaes_dir, control_dir, loras_dir, output_dir\n",
+        "\n",
+        "import os\n",
+        "import time\n",
+        "from ipywidgets import widgets\n",
+        "from IPython.display import display, HTML\n",
+        "\n",
+        "\n",
+        "# Setup Env\n",
+        "env = os.getenv('ENV_NAME')\n",
+        "root_path = os.getenv('ROOT_PATH')\n",
+        "webui_path = os.getenv('WEBUI_PATH')\n",
+        "free_plan = os.getenv('FREE_PLAN')\n",
+        "\n",
+        "\n",
+        "# ==================== CSS ====================\n",
+        "# Main CSS\n",
+        "css_file_path = f\"{root_path}/CSS/auto_cleaner.css\"\n",
+        "with open(css_file_path , \"r\") as f:\n",
+        "    CSS_AC = f.read()\n",
+        "display(HTML(f\"<style>{CSS_AC}</style>\"))\n",
+        "\n",
+        "\n",
+        "# ================ AutoCleaner function ================\n",
+        "directories = {\n",
+        "    \"Изображения\": output_dir,\n",
+        "    \"Модели\": models_dir,\n",
+        "    \"Vae\": vaes_dir,\n",
+        "    \"LoRa\": loras_dir,\n",
+        "    \"ControlNet Модели\": control_dir\n",
+        "}\n",
+        "\n",
+        "\"\"\" functions \"\"\"\n",
+        "def clean_directory(directory, directory_type):\n",
+        "    deleted_files = 0\n",
+        "\n",
+        "    for root, dirs, files in os.walk(directory):\n",
+        "        for file in files:\n",
+        "            file_path = os.path.join(root, file)\n",
+        "\n",
+        "            if file.endswith(\".txt\"):\n",
+        "                continue\n",
+        "            if file.endswith((\".safetensors\", \".pt\")) or directory_type == \"Images\":\n",
+        "                deleted_files += 1\n",
+        "\n",
+        "            os.remove(file_path)\n",
+        "    return deleted_files\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",
+        "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], 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",
+        "def on_clear_button_press(button):\n",
+        "    container.add_class(\"hide\")\n",
+        "    time.sleep(0.5)\n",
+        "    widgets.Widget.close_all()\n",
+        "\n",
+        "def generate_messages(deleted_files_dict):\n",
+        "    messages = []\n",
+        "    word_variants = {\n",
+        "        \"Изображения\": \"Изображений\",\n",
+        "        \"Модели\": \"Моделей\",\n",
+        "        \"Vae\": \"Vae\",\n",
+        "        \"LoRa\": \"LoRa\",\n",
+        "        \"ControlNet Модели\": \"ControlNet Моделей\"\n",
+        "    }\n",
+        "    for key, value in deleted_files_dict.items():\n",
+        "        object_word = word_variants.get(key)\n",
+        "        messages.append(f\"Удалено {value} {object_word}\")\n",
+        "    return messages\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",
+        "# ================ Widgets ================\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 = widgets.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 = widgets.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 = widgets.VBox([instruction_label, widgets.HTML('<hr>'), auto_cleaner_widget, output, widgets.HTML('<hr>'), lower_information_panel]).add_class(\"container_AC\")\n",
+        "\n",
+        "display(container)"
+      ]
+    }
+  ]
+}

files_cells/notebooks/ru/downloading_ru.ipynb

@@ -0,0 +1,637 @@
+{
+  "cells": [
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "2lJmbqrs3Mu8"
+      },
+      "outputs": [],
+      "source": [
+        "##~   DOWNLOADING CODE | BY: ANXETY   ~##\n",
+        "\n",
+        "from directory_setup import *\n",
+        "from models_data import model_list, vae_list, controlnet_list\n",
+        "\n",
+        "import os\n",
+        "import re\n",
+        "import time\n",
+        "import json\n",
+        "import shutil\n",
+        "import zipfile\n",
+        "import requests\n",
+        "import subprocess\n",
+        "from datetime import timedelta\n",
+        "from subprocess import getoutput\n",
+        "from IPython.utils import capture\n",
+        "from IPython.display import clear_output\n",
+        "from urllib.parse import urlparse, parse_qs\n",
+        "\n",
+        "\n",
+        "# Setup Env\n",
+        "env = os.getenv('ENV_NAME')\n",
+        "root_path = os.getenv('ROOT_PATH')\n",
+        "webui_path = os.getenv('WEBUI_PATH')\n",
+        "free_plan = os.getenv('FREE_PLAN')\n",
+        "\n",
+        "UI = os.getenv('SDW_UI')\n",
+        "OLD_UI = os.getenv('SDW_OLD_UI')\n",
+        "\n",
+        "os.chdir(root_path)\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', 'latest_webui', 'latest_exstensions',\n",
+        "    'change_webui', 'detailed_download', 'controlnet',\n",
+        "    'controlnet_num', 'commit_hash', 'huggingface_token',\n",
+        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
+        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',\n",
+        "    'Extensions_url', 'custom_file_urls'\n",
+        "]\n",
+        "\n",
+        "locals().update({key: settings.get(key) for key in VARIABLES})\n",
+        "\n",
+        "\n",
+        "# ================ LIBRARIES V2 ================\n",
+        "flag_file = f\"{root_path}/libraries_installed.txt\"\n",
+        "\n",
+        "if not os.path.exists(flag_file):\n",
+        "    print(\"💿 Установка библиотек, это займет какое-то время:\\n\")\n",
+        "\n",
+        "    install_lib = {\n",
+        "        # \"aria2\": \"apt -y install aria2\",\n",
+        "        \"aria2\": \"pip install aria2\",\n",
+        "        \"localtunnel\": \"npm install -g localtunnel\",\n",
+        "    }\n",
+        "    if controlnet != 'none':\n",
+        "        install_lib[\"insightface\"] = \"pip install insightface\"\n",
+        "\n",
+        "    additional_libs = {\n",
+        "        \"Google Colab\": {\n",
+        "            \"xformers\": \"pip install xformers==0.0.27 --no-deps\"\n",
+        "        },\n",
+        "        \"Kaggle\": {\n",
+        "            \"xformers\": \"pip install xformers==0.0.26.post1\",\n",
+        "            # \"torch\": \"pip install torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121\",\n",
+        "            # \"aiohttp\": \"pip install trash-cli && trash-put /opt/conda/lib/python3.10/site-packages/aiohttp*\" # fix install req\n",
+        "        }\n",
+        "    }\n",
+        "    if env in additional_libs:\n",
+        "        install_lib.update(additional_libs[env])\n",
+        "\n",
+        "    # Loop through libraries\n",
+        "    for index, (package, install_cmd) in enumerate(install_lib.items(), start=1):\n",
+        "        print(f\"\\r[{index}/{len(install_lib)}] \\033[32m>>\\033[0m Installing \\033[33m{package}\\033[0m...\" + \" \"*35, end='')\n",
+        "        subprocess.run(install_cmd, shell=True, capture_output=True)\n",
+        "\n",
+        "    # Additional specific packages\n",
+        "    with capture.capture_output():\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",
+        "        !curl -sLO https://github.com/openziti/zrok/releases/download/v0.4.32/zrok_0.4.32_linux_amd64.tar.gz && tar -xzf zrok_0.4.32_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.32_linux_amd64.tar.gz\n",
+        "\n",
+        "    clear_output()\n",
+        "\n",
+        "    # Save file install lib\n",
+        "    with open(flag_file, \"w\") as f:\n",
+        "        f.write(\">W<'\")\n",
+        "\n",
+        "    print(\"🍪 Библиотеки установлены!\" + \" \"*35)\n",
+        "    time.sleep(2)\n",
+        "    clear_output()\n",
+        "\n",
+        "\n",
+        "# =================== OTHER ====================\n",
+        "# Setup Timer\n",
+        "start_colab = int(os.environ.get(\"START_COLAB\", time.time() - 5))\n",
+        "os.environ[\"START_COLAB\"] = str(start_colab)\n",
+        "\n",
+        "def download_cfg_files(file_paths, destination_path):\n",
+        "    base_url = \"https://huggingface.co/NagisaNao/SD-CONFIGS/resolve/main\"\n",
+        "    for filename in file_paths:\n",
+        "        file_name = filename.split('/')[-1]\n",
+        "        !wget -O {destination_path}/{file_name} {base_url}/{filename}\n",
+        "\n",
+        "def cfg_download():\n",
+        "    common_files = [\"styles.csv\"]\n",
+        "    a1111_files = [\"A1111/config.json\", \"A1111/ui-config.json\"]\n",
+        "    forge_files = [\"reForge/config.json\", \"reForge/ui-config.json\"]\n",
+        "\n",
+        "    with capture.capture_output():\n",
+        "        download_cfg_files(common_files, webui_path)\n",
+        "        ui_files = a1111_files if UI == 'A1111' else forge_files\n",
+        "        download_cfg_files(ui_files, webui_path)\n",
+        "\n",
+        "def remove_dir(directory_path):\n",
+        "    if directory_path and os.path.exists(directory_path):\n",
+        "        try:\n",
+        "            shutil.rmtree(directory_path)\n",
+        "        except Exception:\n",
+        "            !rm -rf {directory_path}\n",
+        "\n",
+        "TEMPORARY_DIR = f'{root_path}/temp_dir'\n",
+        "def copy_items_with_replace(src_base, dst_base):\n",
+        "    items_to_copy = [\n",
+        "        'embeddings',\n",
+        "        'models/Stable-diffusion',\n",
+        "        'models/VAE',\n",
+        "        'models/Lora',\n",
+        "        'models/ControlNet'\n",
+        "    ]\n",
+        "\n",
+        "    print(\"⌚ Перемещение файлов...\", end='')\n",
+        "    for item in items_to_copy:\n",
+        "        src = os.path.join(src_base, item)\n",
+        "        dst = os.path.join(dst_base, item)\n",
+        "\n",
+        "        if os.path.exists(src):\n",
+        "            if os.path.exists(dst):\n",
+        "                remove_dir(dst)\n",
+        "            os.makedirs(os.path.dirname(dst), exist_ok=True)\n",
+        "            shutil.move(src, dst)\n",
+        "    print(\"\\r🔥 Файлы перемещены!\" + \" \"*15)\n",
+        "\n",
+        "def handle_colab_timer(webui_path, timer_colab):\n",
+        "    timer_file_path = os.path.join(webui_path, 'static', 'colabTimer.txt')\n",
+        "    if not os.path.exists(timer_file_path):\n",
+        "        with open(timer_file_path, 'w') as timer_file:\n",
+        "            timer_file.write(str(timer_colab))\n",
+        "    else:\n",
+        "        with open(timer_file_path, 'r') as timer_file:\n",
+        "            timer_colab = float(timer_file.read())\n",
+        "    return timer_colab\n",
+        "\n",
+        "def unpack_webui():\n",
+        "    start_install = time.time()\n",
+        "    print(f\"⌚ Распаковка Stable Diffusion{' (Forge)' if UI == 'Forge' else ''}...\", end='')\n",
+        "\n",
+        "    with capture.capture_output():\n",
+        "        download_url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip\"\n",
+        "        if UI == 'Forge':\n",
+        "            download_url = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip\"\n",
+        "\n",
+        "        zip_path = f\"{root_path}/repo.zip\"\n",
+        "        !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {download_url} -d {root_path} -o repo.zip\n",
+        "        !unzip -q -o {zip_path} -d {webui_path}\n",
+        "        !rm -rf {zip_path}\n",
+        "\n",
+        "        handle_colab_timer(webui_path, start_colab)\n",
+        "\n",
+        "    install_time = time.time() - start_install\n",
+        "    minutes, seconds = divmod(int(install_time), 60)\n",
+        "    print(f\"\\r🚀 Распаковка Завершена! За {minutes:02}:{seconds:02} ⚡\" + \" \"*15)\n",
+        "\n",
+        "    if os.path.exists(TEMPORARY_DIR):\n",
+        "        copy_items_with_replace(TEMPORARY_DIR, webui_path)\n",
+        "        remove_dir(TEMPORARY_DIR)\n",
+        "\n",
+        "# ================= MAIN CODE ==================\n",
+        "if os.path.exists(webui_path):\n",
+        "    if UI != OLD_UI:\n",
+        "        print(f'Переключение веб-интерфейса с \\033[33m{OLD_UI}\\033[0m на \\033[33m{UI}\\033[0m:')\n",
+        "        copy_items_with_replace(webui_path, TEMPORARY_DIR)\n",
+        "        remove_dir(webui_path)\n",
+        "        os.environ['SDW_OLD_UI'] = UI\n",
+        "        time.sleep(2)\n",
+        "        clear_output()\n",
+        "\n",
+        "if not os.path.exists(webui_path):\n",
+        "    unpack_webui()\n",
+        "    cfg_download()\n",
+        "else:\n",
+        "    print(\"🚀 Все распакованно... Пропуск. ⚡\")\n",
+        "    timer_colab = handle_colab_timer(webui_path, start_colab)\n",
+        "    elapsed_time = str(timedelta(seconds=time.time() - timer_colab)).split('.')[0]\n",
+        "    print(f\"⌚️ Вы проводите эту сессию в течение - \\033[33m{elapsed_time}\\033[0m\")\n",
+        "\n",
+        "\n",
+        "## Changes extensions and WebUi\n",
+        "if latest_webui or latest_exstensions:\n",
+        "    action = \"WebUI и Расширений\" if latest_webui and latest_exstensions else (\"WebUI\" if latest_webui else \"Расширений\")\n",
+        "    print(f\"⌚️ Обновление {action}...\", end='')\n",
+        "    with capture.capture_output():\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",
+        "            !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
+        "    print(f\"\\r✨ Обновление {action} Завершено!\")\n",
+        "\n",
+        "\n",
+        "# === FIXING EXTENSIONS ===\n",
+        "anxety_repos = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main\"\n",
+        "with capture.capture_output():\n",
+        "    # --- Umi-Wildcard ---\n",
+        "    !sed -i '521s/open=\\(False\\|True\\)/open=False/' {webui_path}/extensions/Umi-AI-Wildcards/scripts/wildcard_recursive.py  # Closed accordion by default\n",
+        "    # --- Encrypt-Image ---\n",
+        "    !sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js # Removes the weird text in webui\n",
+        "\n",
+        "\n",
+        "## Version switching\n",
+        "if commit_hash:\n",
+        "    print('⏳ Активация машины времени...', end=\"\")\n",
+        "    with capture.capture_output():\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",
+        "    print(f\"\\r⌛️ Машина времени активированна! Текущий коммит: \\033[34m{commit_hash}\\033[0m\")\n",
+        "\n",
+        "\n",
+        "## Downloading model and stuff | oh~ Hey! If you're freaked out by that code too, don't worry, me too!\n",
+        "print(\"📦 Скачивание моделей и прочего...\", end='')\n",
+        "\n",
+        "extension_repo = []\n",
+        "PREFIXES = {\n",
+        "    \"model\": models_dir,\n",
+        "    \"vae\": vaes_dir,\n",
+        "    \"lora\": loras_dir,\n",
+        "    \"embed\": embeddings_dir,\n",
+        "    \"extension\": extensions_dir,\n",
+        "    \"control\": control_dir,\n",
+        "    \"adetailer\": adetailer_dir,\n",
+        "    \"config\": webui_path\n",
+        "}\n",
+        "!mkdir -p {\" \".join(PREFIXES.values())}\n",
+        "\n",
+        "''' Formatted Info Output '''\n",
+        "\n",
+        "def center_text(text, terminal_width=45):\n",
+        "    padding = (terminal_width - len(text)) // 2\n",
+        "    return f\"{' ' * padding}{text}{' ' * padding}\"\n",
+        "\n",
+        "def format_output(url, dst_dir, file_name, image_name=None, image_url=None):\n",
+        "    info = center_text(f\"[{file_name.split('.')[0]}]\")\n",
+        "    sep_line = '---' * 20\n",
+        "\n",
+        "    print(f\"\\n\\033[32m{sep_line}\\033[36;1m{info}\\033[32m{sep_line}\\033[0m\")\n",
+        "    print(f\"\\033[33mURL: {url}\")\n",
+        "    print(f\"\\033[33mSAVE DIR: \\033[34m{dst_dir}\")\n",
+        "    print(f\"\\033[33mFILE NAME: \\033[34m{file_name}\\033[0m\")\n",
+        "    if 'civitai' in url and image_url:\n",
+        "        print(f\"\\033[32m[Preview DL]:\\033[0m {image_name} - {image_url}\\n\")\n",
+        "\n",
+        "''' GET CivitAi API - DATA '''\n",
+        "\n",
+        "def CivitAi_API(url, file_name=None):\n",
+        "    SUPPORT_TYPES = ('Checkpoint', 'TextualInversion', 'LORA')\n",
+        "    CIVITAI_TOKEN = \"62c0c5956b2f9defbd844d754000180b\"\n",
+        "\n",
+        "    url = url.split('?token=')[0] if '?token=' in url else url\n",
+        "    url = url.replace('?type=', f'?token={CIVITAI_TOKEN}&type=') if '?type=' in url else f\"{url}?token={CIVITAI_TOKEN}\"\n",
+        "\n",
+        "    def get_model_data(url):\n",
+        "        base_url = \"https://civitai.com/api/v1\"\n",
+        "        try:\n",
+        "            if \"civitai.com/models/\" in url:\n",
+        "                if '?modelVersionId=' in url:\n",
+        "                    version_id = url.split('?modelVersionId=')[1]\n",
+        "                else:\n",
+        "                    model_id = url.split('/models/')[1].split('/')[0]\n",
+        "                    model_data = requests.get(f\"{base_url}/models/{model_id}\").json()\n",
+        "                    version_id = model_data['modelVersions'][0].get('id')\n",
+        "            else:\n",
+        "                version_id = url.split('/models/')[1].split('/')[0]\n",
+        "\n",
+        "            return requests.get(f\"{base_url}/model-versions/{version_id}\").json()\n",
+        "        except (KeyError, IndexError, requests.RequestException) as e:\n",
+        "            return None\n",
+        "\n",
+        "    data = get_model_data(url)\n",
+        "\n",
+        "    if not data:\n",
+        "        print(\"\\033[31m[Data Info]:\\033[0m Failed to retrieve data from the API.\\n\")\n",
+        "        return 'None', None, None, None, None, None, None\n",
+        "\n",
+        "    def get_model_info(url, data):\n",
+        "        model_type = data['model']['type']\n",
+        "        model_name = data['files'][0]['name']\n",
+        "\n",
+        "        if 'type=' in url:\n",
+        "            url_model_type = parse_qs(urlparse(url).query).get('type', [''])[0].lower()\n",
+        "            if 'vae' in url_model_type:\n",
+        "                model_type = data['files'][1]['type']\n",
+        "                model_name = data['files'][1]['name']\n",
+        "\n",
+        "        if file_name and '.' not in file_name:\n",
+        "            file_extension = model_name.split('.')[-1]\n",
+        "            model_name = f\"{file_name}.{file_extension}\"\n",
+        "        elif file_name:\n",
+        "            model_name = file_name\n",
+        "\n",
+        "        return model_type, model_name\n",
+        "\n",
+        "    def get_download_url(data, model_type):\n",
+        "        if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):\n",
+        "            return data['files'][0]['downloadUrl']\n",
+        "\n",
+        "        return data['files'][1]['downloadUrl'] if 'type' in url else data['files'][0]['downloadUrl']\n",
+        "\n",
+        "    def get_image_info(data, model_type, model_name):\n",
+        "        if not any(t in model_type for t in SUPPORT_TYPES):\n",
+        "            return None, None\n",
+        "\n",
+        "        for image in data.get('images', []):\n",
+        "            if image['nsfwLevel'] >= 4 and env == 'Kaggle':  # Filter NSFW images for Kaggle\n",
+        "                continue\n",
+        "            image_url = image['url']\n",
+        "            image_extension = image_url.split('.')[-1]\n",
+        "            image_name = f\"{model_name.split('.')[0]}.preview.{image_extension}\" if image_url else None\n",
+        "            return image_url, image_name\n",
+        "        return None, None\n",
+        "\n",
+        "    model_type, model_name = get_model_info(url, data)\n",
+        "    download_url = get_download_url(data, model_type)\n",
+        "    image_url, image_name = get_image_info(data, model_type, model_name)\n",
+        "\n",
+        "    return f\"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}\", download_url, model_type, model_name, image_url, image_name, data\n",
+        "\n",
+        "''' Main Download Code '''\n",
+        "\n",
+        "def strip_(url):\n",
+        "    if 'github.com' in url:\n",
+        "        return url.replace('/blob/', '/raw/')\n",
+        "    elif \"huggingface.co\" in url:\n",
+        "        url = url.replace('/blob/', '/resolve/')\n",
+        "        return url.split('?')[0] if '?' in url else url\n",
+        "    return url\n",
+        "\n",
+        "def download(url):\n",
+        "    links_and_paths = [link_or_path.strip() for link_or_path in url.split(',') if link_or_path.strip()]\n",
+        "\n",
+        "    for link_or_path in links_and_paths:\n",
+        "        if any(link_or_path.lower().startswith(prefix) for prefix in PREFIXES):\n",
+        "            handle_manual(link_or_path)\n",
+        "        else:\n",
+        "            url, dst_dir, file_name = link_or_path.split()\n",
+        "            manual_download(url, dst_dir, file_name)\n",
+        "\n",
+        "    # Unpuck ZIPs Files\n",
+        "    for directory in PREFIXES.values():\n",
+        "        for root, _, files in os.walk(directory):\n",
+        "            for file in files:\n",
+        "                if file.endswith(\".zip\"):\n",
+        "                    zip_path = os.path.join(root, file)\n",
+        "                    extract_path = os.path.splitext(zip_path)[0]\n",
+        "                    with zipfile.ZipFile(zip_path, 'r') as zip_ref:\n",
+        "                        zip_ref.extractall(extract_path)\n",
+        "                    os.remove(zip_path)\n",
+        "\n",
+        "def handle_manual(url):\n",
+        "    url_parts = url.split(':', 1)\n",
+        "    prefix, path = url_parts[0], url_parts[1]\n",
+        "\n",
+        "    file_name_match = re.search(r'\\[(.*?)\\]', path)\n",
+        "    file_name = file_name_match.group(1) if file_name_match else None\n",
+        "    if file_name:\n",
+        "        path = re.sub(r'\\[.*?\\]', '', path)\n",
+        "\n",
+        "    if prefix in PREFIXES:\n",
+        "        dir = PREFIXES[prefix]\n",
+        "        if prefix != \"extension\":\n",
+        "            try:\n",
+        "                manual_download(path, dir, file_name=file_name, prefix=prefix)\n",
+        "            except Exception as e:\n",
+        "                print(f\"Error downloading file: {e}\")\n",
+        "        else:\n",
+        "            extension_repo.append((path, file_name))\n",
+        "\n",
+        "def manual_download(url, dst_dir, file_name, prefix=None):\n",
+        "    hf_header = f\"--header='Authorization: Bearer {huggingface_token}'\" if huggingface_token else \"\"\n",
+        "    aria2c_header = \"--header='User-Agent: Mozilla/5.0' --allow-overwrite=true\"\n",
+        "    aria2_args = \"--optimize-concurrent-downloads --console-log-level=error --summary-interval=10 --stderr=true -c -x16 -s16 -k1M -j5\"\n",
+        "\n",
+        "    clean_url = strip_(url)\n",
+        "\n",
+        "    if 'civitai' in url:\n",
+        "        url, clean_url, model_type, file_name, image_url, image_name, data = CivitAi_API(url, file_name)\n",
+        "        if image_url and image_name:\n",
+        "            command = [\"aria2c\"] + aria2_args.split() + [\"-d\", dst_dir, \"-o\", image_name, image_url]\n",
+        "            subprocess.run(command, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)\n",
+        "\n",
+        "    elif 'github' in url or 'huggingface.co' in url:\n",
+        "        if file_name and '.' not in file_name:\n",
+        "            file_extension = f\"{clean_url.split('/')[-1].split('.', 1)[1]}\"\n",
+        "            file_name = f\"{file_name}.{file_extension}\"\n",
+        "        if not file_name:\n",
+        "            file_name = clean_url.split(\"/\")[-1]\n",
+        "\n",
+        "    \"\"\" Formatted info output \"\"\"\n",
+        "    try:\n",
+        "        format_output(clean_url, dst_dir, file_name, image_name, image_url)\n",
+        "    except UnboundLocalError:\n",
+        "        format_output(clean_url, dst_dir, file_name, None, None)\n",
+        "\n",
+        "    # =====================\n",
+        "    def run_aria2c(url, dst_dir, file_name=None, args=\"\", header=\"\"):\n",
+        "        file_path = os.path.join(dst_dir, file_name) # replaces config files\n",
+        "        if os.path.exists(file_path) and prefix == 'config':\n",
+        "            os.remove(file_path)\n",
+        "\n",
+        "        out = f\"-o '{file_name}'\" if file_name else \"\"\n",
+        "        !aria2c {header} {args} -d {dst_dir} {out} '{url}'\n",
+        "\n",
+        "    # -- Google Drive --\n",
+        "    if 'drive.google' in url:\n",
+        "        if not globals().get('have_drive_link', False):\n",
+        "            os.system(\"pip install -U gdown > /dev/null\")\n",
+        "            globals()['have_drive_link'] = True\n",
+        "\n",
+        "        if 'folders' in url:\n",
+        "            os.system(f\"gdown --folder \\\"{url}\\\" -O {dst_dir} --fuzzy -c\")\n",
+        "        else:\n",
+        "            out_path = f\"{dst_dir}/{file_name}\" if file_name else dst_dir\n",
+        "            os.system(f\"gdown \\\"{url}\\\" -O {out_path} --fuzzy -c\")\n",
+        "\n",
+        "    # -- GitHub or Hugging Face --\n",
+        "    elif 'github' in url or 'huggingface' in url:\n",
+        "        run_aria2c(clean_url, dst_dir, file_name, aria2_args, hf_header if 'huggingface' in url else '')\n",
+        "\n",
+        "    # -- Other HTTP/Sources --\n",
+        "    elif 'http' in url:\n",
+        "        run_aria2c(url, dst_dir, file_name, aria2_args, aria2c_header)\n",
+        "\n",
+        "''' SubModels - Added URLs '''\n",
+        "\n",
+        "# Separation of merged numbers\n",
+        "def split_numbers(num_str, max_num):\n",
+        "    result = []\n",
+        "    i = 0\n",
+        "    while i < len(num_str):\n",
+        "        found = False\n",
+        "        for length in range(2, 0, -1):\n",
+        "            if i + length <= len(num_str):\n",
+        "                part = int(num_str[i:i + length])\n",
+        "                if part <= max_num:\n",
+        "                    result.append(part)\n",
+        "                    i += length\n",
+        "                    found = True\n",
+        "                    break\n",
+        "        if not found:\n",
+        "            break\n",
+        "    return result\n",
+        "\n",
+        "def add_submodels(selection, num_selection, model_dict, dst_dir):\n",
+        "    if selection == \"none\":\n",
+        "        return []\n",
+        "    selected_models = []\n",
+        "\n",
+        "    if selection == \"ALL\":\n",
+        "        selected_models = sum(model_dict.values(), [])\n",
+        "    else:\n",
+        "        if selection in model_dict:\n",
+        "            selected_models.extend(model_dict[selection])\n",
+        "\n",
+        "        nums = num_selection.replace(',', ' ').split()\n",
+        "        max_num = len(model_dict)\n",
+        "        unique_nums = set()\n",
+        "\n",
+        "        for num_part in nums:\n",
+        "            split_nums = split_numbers(num_part, max_num)\n",
+        "            unique_nums.update(split_nums)\n",
+        "\n",
+        "        for num in unique_nums:\n",
+        "            if 1 <= num <= max_num:\n",
+        "                name = list(model_dict.keys())[num - 1]\n",
+        "                selected_models.extend(model_dict[name])\n",
+        "\n",
+        "    unique_models = {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 list(unique_models)\n",
+        "\n",
+        "def handle_submodels(selection, num_selection, model_dict, dst_dir, url):\n",
+        "    submodels = add_submodels(selection, num_selection, model_dict, dst_dir)\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",
+        "    return url\n",
+        "\n",
+        "url = \"\"\n",
+        "url = handle_submodels(model, model_num, model_list, models_dir, url)\n",
+        "url = handle_submodels(vae, vae_num, vae_list, vaes_dir, url)\n",
+        "url = handle_submodels(controlnet, controlnet_num, controlnet_list, control_dir, url)\n",
+        "\n",
+        "''' file.txt - added urls '''\n",
+        "\n",
+        "def process_file_download(file_url, PREFIXES, unique_urls):\n",
+        "    files_urls = \"\"\n",
+        "\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",
+        "        line = line.strip()\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.split('#')[0].strip() for url in line.split(',')]  # filter urls\n",
+        "        for url in urls:\n",
+        "            filter_url = url.split('[')[0] # same url filter\n",
+        "\n",
+        "            if url.startswith(\"http\") and filter_url not in unique_urls:\n",
+        "                files_urls += f\"{current_tag}:{url}, \"\n",
+        "                unique_urls.add(filter_url)\n",
+        "\n",
+        "    return files_urls\n",
+        "\n",
+        "file_urls = \"\"\n",
+        "unique_urls = set()\n",
+        "\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",
+        "            file_urls += process_file_download(custom_file_url, PREFIXES, unique_urls)\n",
+        "        except FileNotFoundError:\n",
+        "            pass\n",
+        "\n",
+        "# url prefixing\n",
+        "urls = (Model_url, Vae_url, LoRA_url, Embedding_url, Extensions_url)\n",
+        "prefixed_urls = (f\"{prefix}:{url}\" for prefix, url in zip(PREFIXES.keys(), urls) if url for url in url.replace(',', '').split())\n",
+        "url += \", \".join(prefixed_urls) + \", \" + file_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():\n",
+        "        download(url)\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(\"✨ Установка кастомных расширений...\", end='')\n",
+        "    with capture.capture_output():\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",
+        "    print(f\"\\r📦 Установлено '{len(extension_repo)}', Кастомных расширений!\")\n",
+        "\n",
+        "\n",
+        "## List Models and stuff V2\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",
+        "%run {root_path}/file_cell/special/dl_display_results.py # display widgets result"
+      ]
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "display_name": "Python 3",
+      "name": "python3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}

files_cells/notebooks/ru/launch_ru.ipynb

@@ -0,0 +1,152 @@
+{
+  "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",
+        "import subprocess\n",
+        "import cloudpickle as pickle\n",
+        "from datetime import timedelta\n",
+        "from IPython.display import clear_output\n",
+        "\n",
+        "\n",
+        "# Setup Env\n",
+        "env = os.getenv('ENV_NAME')\n",
+        "root_path = os.getenv('ROOT_PATH')\n",
+        "webui_path = os.getenv('WEBUI_PATH')\n",
+        "free_plan = os.getenv('FREE_PLAN')\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",
+        "            return json.load(f)\n",
+        "    return {}\n",
+        "\n",
+        "settings = load_settings()\n",
+        "ngrok_token = settings.get('ngrok_token', \"\")\n",
+        "zrok_token = settings.get('zrok_token', \"\")\n",
+        "commandline_arguments = settings.get('commandline_arguments', \"\")\n",
+        "change_webui = settings.get('change_webui', \"\")\n",
+        "\n",
+        "\n",
+        "# ========================== OTHER ==========================\n",
+        "def is_package_installed(package_name):\n",
+        "    try:\n",
+        "        subprocess.run([\"npm\", \"ls\", \"-g\", package_name], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
+        "        return True\n",
+        "    except subprocess.CalledProcessError:\n",
+        "        return False\n",
+        "\n",
+        "lt_tunnel = is_package_installed('localtunnel')\n",
+        "\n",
+        "\n",
+        "# ======================== TUNNEL V2 ========================\n",
+        "print('Please Wait...')\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",
+        "        return response.json().get('ip', 'N/A')\n",
+        "    except Exception as e:\n",
+        "        print(f\"Error getting public {version} address:\", e)\n",
+        "\n",
+        "# Check if public IP is already saved, if not then get it\n",
+        "public_ip_file = f\"{root_path}/public_ip.txt\"\n",
+        "if os.path.exists(public_ip_file):\n",
+        "    with open(public_ip_file, 'r') as file:\n",
+        "        public_ipv4 = file.read().strip()\n",
+        "else:\n",
+        "    public_ipv4 = get_public_ip(version='ipv4')\n",
+        "    with open(public_ip_file, 'w') as file:\n",
+        "        file.write(public_ipv4)\n",
+        "\n",
+        "tunnel_class = pickle.load(open(f\"{root_path}/new_tunnel\", \"rb\"), encoding=\"utf-8\")\n",
+        "tunnel_port = 1834\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",
+        "\n",
+        "if lt_tunnel:\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",
+        "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",
+        "\n",
+        "clear_output()\n",
+        "\n",
+        "\n",
+        "# ================= Automatic Fixing Path V3 ================\n",
+        "paths_to_check = {\n",
+        "    \"tagger_hf_cache_dir\": f\"{webui_path}/models/interrogators/\",\n",
+        "    \"ad_extra_models_dir\": f\"{webui_path}/models/adetailer/\",\n",
+        "    \"sd_checkpoint_hash\": \"\",\n",
+        "    \"sd_model_checkpoint\": \"\",\n",
+        "    \"sd_vae\": \"None\"\n",
+        "}\n",
+        "\n",
+        "config_path = f'{webui_path}/config.json'\n",
+        "\n",
+        "if os.path.exists(config_path):\n",
+        "    with open(config_path, 'r') as file:\n",
+        "        config_data = json.load(file)\n",
+        "\n",
+        "    for key, value in paths_to_check.items():\n",
+        "        if key in config_data and config_data[key] != value:\n",
+        "            sed_command = f\"sed -i 's|\\\"{key}\\\": \\\".*\\\"|\\\"{key}\\\": \\\"{value}\\\"|' {config_path}\"\n",
+        "            os.system(sed_command)\n",
+        "\n",
+        "\n",
+        "with tunnel:\n",
+        "    %cd {webui_path}\n",
+        "\n",
+        "    commandline_arguments += f' --port={tunnel_port}'\n",
+        "    if ngrok_token:\n",
+        "        commandline_arguments += f' --ngrok {ngrok_token}'\n",
+        "    if env != \"Google Colab\":\n",
+        "        commandline_arguments += f' --encrypt-pass={tunnel_port} --api'\n",
+        "\n",
+        "    if change_webui == 'A1111':\n",
+        "        commandline_arguments += ' --xformers'\n",
+        "    else:\n",
+        "        commandline_arguments += ' --disable-xformers --opt-sdp-attention --cuda-stream --pin-shared-memory'\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",
+        "if zrok_token:\n",
+        "    !zrok disable &> /dev/null"
+      ]
+    }
+  ]
+}

files_cells/notebooks/ru/widgets_ru.ipynb

@@ -0,0 +1,354 @@
+{
+  "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": [
+        "##~   WIDGET CODE | BY: ANXETY   ~##\n",
+        "\n",
+        "import os\n",
+        "import json\n",
+        "import time\n",
+        "from ipywidgets import widgets\n",
+        "from IPython.display import display, HTML, Javascript, clear_output\n",
+        "\n",
+        "\n",
+        "# Setup Env\n",
+        "env = os.getenv('ENV_NAME')\n",
+        "root_path = os.getenv('ROOT_PATH')\n",
+        "webui_path = os.getenv('WEBUI_PATH')\n",
+        "free_plan = os.getenv('FREE_PLAN')\n",
+        "\n",
+        "\n",
+        "# ==================== CSS JS ====================\n",
+        "##~ custom background images V1.5 ~##\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', action='store_true', help='Removes repetitive image tiles')\n",
+        "parser.add_argument('-t', '--transparent', action='store_true', help='Makes input/selection fields 35%% more transparent')\n",
+        "parser.add_argument('-bf', '--blur-fields', type=str, help='Background blur level for input/selection fields', metavar='', default=2)\n",
+        "\n",
+        "args = parser.parse_args()\n",
+        "\n",
+        "url_img = args.image\n",
+        "opacity_img = args.opacity\n",
+        "blur_img = args.blur\n",
+        "y_img = args.y\n",
+        "x_img = args.x\n",
+        "scale_img = args.scale\n",
+        "blur_fields = args.blur_fields\n",
+        "\n",
+        "## ---\n",
+        "\"\"\" WTF KAGGLE - WHAT THE FUCK IS THE DIFFERENCE OF 35 PIXELS!?!?!? \"\"\"\n",
+        "fix_heigh_img = \"-810px\" if env == \"Kaggle\" else \"-775px\"\n",
+        "\n",
+        "\"\"\" transperent fields \"\"\"\n",
+        "t_bg_alpha = \"1\" if not args.transparent else \"0.65\"\n",
+        "\n",
+        "\"\"\" mode img - repeats \"\"\"\n",
+        "mode_img = \"repeat\" if not args.mode else \"no-repeat\"\n",
+        "\n",
+        "container_background = f'''\n",
+        "<style>\n",
+        ":root {{\n",
+        "  /* for background container*/\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",
+        "  /* for fields */\n",
+        "  --bg-field-color: rgba(28, 28, 28, {t_bg_alpha}); /* -> #1c1c1c */\n",
+        "  --bg-field-color-hover: rgba(38, 38, 38, {t_bg_alpha}); /* -> #262626; */\n",
+        "  --bg-field-blur-level: {blur_fields}px;\n",
+        "}}\n",
+        "'''\n",
+        "\n",
+        "display(HTML(container_background))\n",
+        "\n",
+        "# Main CSS\n",
+        "css_file_path = f\"{root_path}/CSS/main_widgets.css\"\n",
+        "with open(css_file_path , \"r\") as f:\n",
+        "    CSS = f.read()\n",
+        "display(HTML(f\"<style>{CSS}</style>\"))\n",
+        "\n",
+        "# Main JS\n",
+        "JS = '''\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",
+        "display(HTML(JS))\n",
+        "\n",
+        "\n",
+        "# ==================== WIDGETS V2 ====================\n",
+        "HR = widgets.HTML('<hr>')\n",
+        "\n",
+        "class WidgetFactory:\n",
+        "    def __init__(self, style=None, layout=None):\n",
+        "        self.style = style if style else {'description_width': 'initial'}\n",
+        "        self.layout = layout if layout else widgets.Layout(max_width='1080px', width='100%')\n",
+        "\n",
+        "    def create_html(self, content, class_name=None):\n",
+        "        html_widget = widgets.HTML(content)\n",
+        "        if class_name:\n",
+        "            html_widget.add_class(class_name)\n",
+        "        return html_widget\n",
+        "\n",
+        "    def create_header(self, name):\n",
+        "        return widgets.HTML(f'<div class=\"header\">{name}<div>')\n",
+        "\n",
+        "    def create_dropdown(self, options, value, description):\n",
+        "        return widgets.Dropdown(options=options, value=value, description=description, style=self.style, layout=self.layout)\n",
+        "\n",
+        "    def create_text(self, description, placeholder='', value=''):\n",
+        "        return widgets.Text(description=description, placeholder=placeholder, value=value, style=self.style, layout=self.layout)\n",
+        "\n",
+        "    def create_checkbox(self, value, description):\n",
+        "        return widgets.Checkbox(value=value, description=description, style=self.style, layout=self.layout)\n",
+        "\n",
+        "    def create_button(self, description, class_name=None):\n",
+        "        button = widgets.Button(description=description)\n",
+        "        if class_name:\n",
+        "            button.add_class(class_name)\n",
+        "        return button\n",
+        "\n",
+        "    def create_hbox(self, children):\n",
+        "        return widgets.HBox(children)\n",
+        "\n",
+        "    def create_vbox(self, children, class_names=None):\n",
+        "        vbox = widgets.VBox(children)\n",
+        "        if class_names:\n",
+        "            for class_name in class_names:\n",
+        "                vbox.add_class(class_name)\n",
+        "        return vbox\n",
+        "\n",
+        "    def display(self, widget):\n",
+        "        display(widget)\n",
+        "\n",
+        "# Instantiate the factory\n",
+        "factory = WidgetFactory()\n",
+        "\n",
+        "# --- MODEL ---\n",
+        "model_header = factory.create_header('Выбор Модели')\n",
+        "model_options = ['none',\n",
+        "                 '1.Anime (by XpucT) + INP',\n",
+        "                 '2.BluMix [Anime] [V7] + INP',\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",
+        "model_widget = factory.create_dropdown(model_options, '4.Counterfeit [Anime] [V3] + INP', 'Модель:')\n",
+        "model_num_widget = factory.create_text('Номер Модели:', 'Введите номера моделей для скачивания через запятую/пробел.')\n",
+        "inpainting_model_widget = factory.create_checkbox(False, 'Inpainting Модели')\n",
+        "\n",
+        "# Display Model\n",
+        "all_model_box = factory.create_vbox([model_header, model_widget, model_num_widget, inpainting_model_widget], class_names=[\"container\", \"image_1\"])\n",
+        "factory.display(all_model_box)\n",
+        "\n",
+        "# --- VAE ---\n",
+        "vae_header = factory.create_header('Выбор VAE')\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 = factory.create_dropdown(vae_options, '3.Blessed2.vae', 'Vae:')\n",
+        "vae_num_widget = factory.create_text('Номер Vae:', 'Введите номера vae для скачивания через запятую/пробел.')\n",
+        "\n",
+        "# Display Vae\n",
+        "all_vae_box = factory.create_vbox([vae_header, vae_widget, vae_num_widget], class_names=[\"container\", \"image_2\"])\n",
+        "factory.display(all_vae_box)\n",
+        "\n",
+        "# --- ADDITIONAL ---\n",
+        "additional_header = factory.create_header('Дополнительно')\n",
+        "latest_webui_widget = factory.create_checkbox(True, 'Обновить WebUI')\n",
+        "latest_exstensions_widget = factory.create_checkbox(True, 'Обновить Расширения')\n",
+        "change_webui_widget = factory.create_dropdown(['A1111', 'Forge'], 'A1111', 'Изменить WebUI:')\n",
+        "detailed_download_widget = factory.create_dropdown(['off', 'on'], 'off', 'Подробная Загрузка:')\n",
+        "choose_changes_widget = factory.create_hbox([latest_webui_widget, latest_exstensions_widget, change_webui_widget, detailed_download_widget])\n",
+        "\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",
+        "controlnet_widget = factory.create_dropdown(controlnet_options, 'none', 'ControlNet:')\n",
+        "controlnet_num_widget = factory.create_text('Номер ControlNet:', 'Введите номера моделей ControlNet для скачивания через запятую/пробел.')\n",
+        "commit_hash_widget = factory.create_text('Commit Hash:')\n",
+        "huggingface_token_widget = factory.create_text('Токен HuggingFace:')\n",
+        "\n",
+        "ngrok_token_widget = factory.create_text('Токен Ngrok:')\n",
+        "ngrock_button = factory.create_html('<a href=\"https://dashboard.ngrok.com/get-started/your-authtoken\" target=\"_blank\">Получить Ngrok Токен</a>', class_name=\"button_ngrok\")\n",
+        "ngrok_widget = factory.create_hbox([ngrok_token_widget, ngrock_button])\n",
+        "\n",
+        "zrok_token_widget = factory.create_text('Токен Zrok:')\n",
+        "zrok_button = factory.create_html('<a href=\"https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU\" target=\"_blank\">Зарегать Zrok Токен</a>', class_name=\"button_ngrok\")\n",
+        "zrok_widget = factory.create_hbox([zrok_token_widget, zrok_button])\n",
+        "\n",
+        "commandline_arguments_options = \"--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars\"\n",
+        "commandline_arguments_widget = factory.create_text('Аргументы:', value=commandline_arguments_options)\n",
+        "\n",
+        "# Display Additional\n",
+        "additional_widget_list = [additional_header,\n",
+        "                          choose_changes_widget,\n",
+        "                          HR,\n",
+        "                          controlnet_widget,\n",
+        "                          controlnet_num_widget,\n",
+        "                          commit_hash_widget,\n",
+        "                          huggingface_token_widget,\n",
+        "                          ngrok_widget,\n",
+        "                          zrok_widget,\n",
+        "                          HR,\n",
+        "                          commandline_arguments_widget]\n",
+        "\n",
+        "if free_plan and env == \"Google Colab\": # remove ngrok from colab\n",
+        "    additional_widget_list.remove(ngrok_widget)\n",
+        "\n",
+        "all_additional_box = factory.create_vbox(additional_widget_list, class_names=[\"container\", \"image_3\"])\n",
+        "factory.display(all_additional_box)\n",
+        "\n",
+        "# --- CUSTOM DOWNLOAD ---\n",
+        "custom_download_header_popup = factory.create_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()\">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 = factory.create_text('Model:')\n",
+        "Vae_url_widget = factory.create_text('Vae:')\n",
+        "LoRA_url_widget = factory.create_text('LoRa:')\n",
+        "Embedding_url_widget = factory.create_text('Embedding:')\n",
+        "Extensions_url_widget = factory.create_text('Extensions:')\n",
+        "custom_file_urls_widget = factory.create_text('Файл (txt):')\n",
+        "\n",
+        "# Display CustomDl\n",
+        "all_custom_box = factory.create_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",
+        "], class_names=[\"container\", \"image_4\", \"container_custom_downlad\"])\n",
+        "factory.display(all_custom_box)\n",
+        "\n",
+        "# --- Save Button ---\n",
+        "save_button = factory.create_button('Сохранить', class_name=\"button_save\")\n",
+        "factory.display(save_button)\n",
+        "\n",
+        "\n",
+        "# ==================== OTHER FUNC ====================\n",
+        "# Setup UI\n",
+        "def setup_webui(change_webui_widget):\n",
+        "    if 'SDW_UI' in os.environ:\n",
+        "        UI = os.environ['SDW_UI']\n",
+        "    else:\n",
+        "        os.environ['SDW_UI'] = change_webui_widget\n",
+        "        os.environ['SDW_OLD_UI'] = change_webui_widget\n",
+        "\n",
+        "    UI = os.getenv('SDW_UI')\n",
+        "\n",
+        "    if UI != change_webui_widget:\n",
+        "        os.environ['SDW_UI'] = change_webui_widget\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', 'latest_webui', 'latest_exstensions',\n",
+        "    'change_webui', 'detailed_download', 'controlnet',\n",
+        "    'controlnet_num', 'commit_hash', 'huggingface_token',\n",
+        "    'ngrok_token', 'zrok_token', 'commandline_arguments',\n",
+        "    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url',\n",
+        "    '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, indent=2)\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 hide_widgets():\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",
+        "    widgets.Widget.close_all()\n",
+        "\n",
+        "def save_data(button):\n",
+        "    save_settings()\n",
+        "    setup_webui(change_webui_widget.value)\n",
+        "    hide_widgets()\n",
+        "\n",
+        "load_settings()\n",
+        "save_button.on_click(save_data)"
+      ]
+    }
+  ]
+}

files_cells/python/en/auto_cleaner_en.py

@@ -0,0 +1,130 @@
+##~ AutoCleaner V3.7 CODE | BY: ANXETY   ~##
+
+from directory_setup import models_dir, vaes_dir, control_dir, loras_dir, output_dir
+
+import os
+import time
+from ipywidgets import widgets
+from IPython.display import display, HTML, Javascript
+
+
+# Setup Env
+env = os.getenv('ENV_NAME')
+root_path = os.getenv('ROOT_PATH')
+webui_path = os.getenv('WEBUI_PATH')
+free_plan = os.getenv('FREE_PLAN')
+
+
+# ==================== CSS ====================
+# Main CSS
+css_file_path = f"{root_path}/CSS/auto_cleaner.css"
+with open(css_file_path , "r") as f:
+    CSS_AC = f.read()
+display(HTML(f"<style>{CSS_AC}</style>"))
+
+
+# ================ AutoCleaner function ================
+directories = {
+    "Images": output_dir,
+    "Models": models_dir,
+    "Vae": vaes_dir,
+    "LoRa": loras_dir,
+    "ControlNet Models": control_dir
+}
+
+""" functions """
+def clean_directory(directory, directory_type):
+    deleted_files = 0
+
+    for root, dirs, files in os.walk(directory):
+        for file in files:
+            file_path = os.path.join(root, file)
+
+            if file.endswith(".txt"):
+                continue
+            if file.endswith((".safetensors", ".pt")) or directory_type == "Images":
+                deleted_files += 1
+
+            os.remove(file_path)
+    return deleted_files
+
+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], 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": "Images",
+        "Models": "Models",
+        "Vae": "Vae",
+        "LoRa": "LoRa",
+        "ControlNet Models": "ControlNet Models"
+    }
+    for key, value in deleted_files_dict.items():
+        object_word = word_variants.get(key)
+        messages.append(f"Deleted {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 = widgets.Button(description='Execute Cleaning').add_class("button_execute_AC").add_class("button_AC")
+execute_button.on_click(on_execute_button_press)
+clear_button = widgets.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 = widgets.VBox([instruction_label, widgets.HTML('<hr>'), auto_cleaner_widget, output, widgets.HTML('<hr>'), lower_information_panel]).add_class("container_AC")
+
+display(container)
+

files_cells/python/en/downloading_en.py

@@ -0,0 +1,607 @@
+##~   DOWNLOADING CODE | BY: ANXETY   ~##
+
+from directory_setup import *
+from models_data import model_list, vae_list, controlnet_list
+
+import os
+import re
+import time
+import json
+import shutil
+import zipfile
+import requests
+import subprocess
+from datetime import timedelta
+from subprocess import getoutput
+from IPython.utils import capture
+from IPython.display import clear_output
+from urllib.parse import urlparse, parse_qs
+
+
+# Setup Env
+env = os.getenv('ENV_NAME')
+root_path = os.getenv('ROOT_PATH')
+webui_path = os.getenv('WEBUI_PATH')
+free_plan = os.getenv('FREE_PLAN')
+
+UI = os.getenv('SDW_UI')
+OLD_UI = os.getenv('SDW_OLD_UI')
+
+os.chdir(root_path)
+
+
+# ============ 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',
+    'change_webui', 'detailed_download', 'controlnet',
+    'controlnet_num', 'commit_hash', '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})
+
+
+# ================ LIBRARIES V2 ================
+flag_file = f"{root_path}/libraries_installed.txt"
+
+if not os.path.exists(flag_file):
+    print("💿 Installing the libraries, it's going to take a while:\n")
+
+    install_lib = {
+        # "aria2": "apt -y install aria2",
+        "aria2": "pip install aria2",
+        "localtunnel": "npm install -g localtunnel",
+    }
+    if controlnet != 'none':
+        install_lib["insightface"] = "pip install insightface"
+
+    additional_libs = {
+        "Google Colab": {
+            "xformers": "pip install xformers==0.0.27 --no-deps"
+        },
+        "Kaggle": {
+            "xformers": "pip install xformers==0.0.26.post1",
+            # "torch": "pip install torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121",
+            # "aiohttp": "pip install trash-cli && trash-put /opt/conda/lib/python3.10/site-packages/aiohttp*" # fix install req
+        }
+    }
+    if env in additional_libs:
+        install_lib.update(additional_libs[env])
+
+    # Loop through libraries
+    for index, (package, install_cmd) in enumerate(install_lib.items(), start=1):
+        print(f"\r[{index}/{len(install_lib)}] \033[32m>>\033[0m Installing \033[33m{package}\033[0m..." + " "*35, end='')
+        subprocess.run(install_cmd, shell=True, capture_output=True)
+
+    # Additional specific packages
+    with capture.capture_output():
+        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('curl -sLO https://github.com/openziti/zrok/releases/download/v0.4.32/zrok_0.4.32_linux_amd64.tar.gz && tar -xzf zrok_0.4.32_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.32_linux_amd64.tar.gz')
+
+    clear_output()
+
+    # Save file install lib
+    with open(flag_file, "w") as f:
+        f.write(">W<'")
+
+    print("🍪 Libraries are installed!" + " "*35)
+    time.sleep(2)
+    clear_output()
+
+
+# =================== OTHER ====================
+# Setup Timer
+start_colab = int(os.environ.get("START_COLAB", time.time() - 5))
+os.environ["START_COLAB"] = str(start_colab)
+
+def download_cfg_files(file_paths, destination_path):
+    base_url = "https://huggingface.co/NagisaNao/SD-CONFIGS/resolve/main"
+    for filename in file_paths:
+        file_name = filename.split('/')[-1]
+        get_ipython().system('wget -O {destination_path}/{file_name} {base_url}/{filename}')
+
+def cfg_download():
+    common_files = ["styles.csv"]
+    a1111_files = ["A1111/config.json", "A1111/ui-config.json"]
+    forge_files = ["reForge/config.json", "reForge/ui-config.json"]
+
+    with capture.capture_output():
+        download_cfg_files(common_files, webui_path)
+        ui_files = a1111_files if UI == 'A1111' else forge_files
+        download_cfg_files(ui_files, webui_path)
+
+def remove_dir(directory_path):
+    if directory_path and os.path.exists(directory_path):
+        try:
+            shutil.rmtree(directory_path)
+        except Exception:
+            get_ipython().system('rm -rf {directory_path}')
+
+TEMPORARY_DIR = f'{root_path}/temp_dir'
+def copy_items_with_replace(src_base, dst_base):
+    items_to_copy = [
+        'embeddings',
+        'models/Stable-diffusion',
+        'models/VAE',
+        'models/Lora',
+        'models/ControlNet'
+    ]
+
+    print("⌚ Moving files...", end='')
+    for item in items_to_copy:
+        src = os.path.join(src_base, item)
+        dst = os.path.join(dst_base, item)
+
+        if os.path.exists(src):
+            if os.path.exists(dst):
+                remove_dir(dst)
+            os.makedirs(os.path.dirname(dst), exist_ok=True)
+            shutil.move(src, dst)
+    print("\r🔥 Files moved!" + " "*15)
+
+def handle_colab_timer(webui_path, timer_colab):
+    timer_file_path = os.path.join(webui_path, 'static', 'colabTimer.txt')
+    if not os.path.exists(timer_file_path):
+        with open(timer_file_path, 'w') as timer_file:
+            timer_file.write(str(timer_colab))
+    else:
+        with open(timer_file_path, 'r') as timer_file:
+            timer_colab = float(timer_file.read())
+    return timer_colab
+
+def unpack_webui():
+    start_install = time.time()
+    print(f"⌚ Unpacking Stable Diffusion{' (Forge)' if UI == 'Forge' else ''}...", end='')
+
+    with capture.capture_output():
+        download_url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip"
+        if UI == 'Forge':
+            download_url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip"
+
+        zip_path = f"{root_path}/repo.zip"
+        get_ipython().system('aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {download_url} -d {root_path} -o repo.zip')
+        get_ipython().system('unzip -q -o {zip_path} -d {webui_path}')
+        get_ipython().system('rm -rf {zip_path}')
+
+        handle_colab_timer(webui_path, start_colab)
+
+    install_time = time.time() - start_install
+    minutes, seconds = divmod(int(install_time), 60)
+    print(f"\r🚀 Unpacking complete! For {minutes:02}:{seconds:02} ⚡" + " "*15)
+
+    if os.path.exists(TEMPORARY_DIR):
+        copy_items_with_replace(TEMPORARY_DIR, webui_path)
+        remove_dir(TEMPORARY_DIR)
+
+# ================= MAIN CODE ==================
+if os.path.exists(webui_path):
+    if UI != OLD_UI:
+        print(f'Switching the WebUI from \033[33m{OLD_UI}\033[0m to \033[33m{UI}\033[0m:')
+        copy_items_with_replace(webui_path, TEMPORARY_DIR)
+        remove_dir(webui_path)
+        os.environ['SDW_OLD_UI'] = UI
+        time.sleep(2)
+        clear_output()
+
+if not os.path.exists(webui_path):
+    unpack_webui()
+    cfg_download()
+else:
+    print("🚀 All unpacked... Skip. ⚡")
+    timer_colab = handle_colab_timer(webui_path, start_colab)
+    elapsed_time = str(timedelta(seconds=time.time() - timer_colab)).split('.')[0]
+    print(f"⌚️ You have been conducting this session for - \033[33m{elapsed_time}\033[0m")
+
+
+## Changes extensions and WebUi
+if latest_webui or latest_exstensions:
+    action = "WebUI and Extensions" if latest_webui and latest_exstensions else ("WebUI" if latest_webui else "Extensions")
+    print(f"⌚️ Updating {action}...", end='')
+    with capture.capture_output():
+        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:
+            get_ipython().system('{\'for dir in \' + webui_path + \'/extensions/*/; do cd \\"$dir\\" && git reset --hard && git pull; done\'}')
+    print(f"\r✨ Updating {action} Completed!")
+
+
+# === FIXING EXTENSIONS ===
+anxety_repos = "https://huggingface.co/NagisaNao/fast_repo/resolve/main"
+with capture.capture_output():
+    # --- Umi-Wildcard ---
+    get_ipython().system("sed -i '521s/open=\\(False\\|True\\)/open=False/' {webui_path}/extensions/Umi-AI-Wildcards/scripts/wildcard_recursive.py  # Closed accordion by default")
+    # --- Encrypt-Image ---
+    get_ipython().system("sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js # Removes the weird text in webui")
+
+
+## Version switching
+if commit_hash:
+    print('⏳ Time machine activation...', end="")
+    with capture.capture_output():
+        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}')
+    print(f"\r⌛️ The time machine has been activated! Current commit: \033[34m{commit_hash}\033[0m")
+
+
+## Downloading model and stuff | oh~ Hey! If you're freaked out by that code too, don't worry, me too!
+print("📦 Downloading models and stuff...", end='')
+
+extension_repo = []
+PREFIXES = {
+    "model": models_dir,
+    "vae": vaes_dir,
+    "lora": loras_dir,
+    "embed": embeddings_dir,
+    "extension": extensions_dir,
+    "control": control_dir,
+    "adetailer": adetailer_dir,
+    "config": webui_path
+}
+get_ipython().system('mkdir -p {" ".join(PREFIXES.values())}')
+
+''' Formatted Info Output '''
+
+def center_text(text, terminal_width=45):
+    padding = (terminal_width - len(text)) // 2
+    return f"{' ' * padding}{text}{' ' * padding}"
+
+def format_output(url, dst_dir, file_name, image_name=None, image_url=None):
+    info = center_text(f"[{file_name.split('.')[0]}]")
+    sep_line = '---' * 20
+
+    print(f"\n\033[32m{sep_line}\033[36;1m{info}\033[32m{sep_line}\033[0m")
+    print(f"\033[33mURL: {url}")
+    print(f"\033[33mSAVE DIR: \033[34m{dst_dir}")
+    print(f"\033[33mFILE NAME: \033[34m{file_name}\033[0m")
+    if 'civitai' in url and image_url:
+        print(f"\033[32m[Preview DL]:\033[0m {image_name} - {image_url}\n")
+
+''' GET CivitAi API - DATA '''
+
+def CivitAi_API(url, file_name=None):
+    SUPPORT_TYPES = ('Checkpoint', 'TextualInversion', 'LORA')
+    CIVITAI_TOKEN = "62c0c5956b2f9defbd844d754000180b"
+
+    url = url.split('?token=')[0] if '?token=' in url else url
+    url = url.replace('?type=', f'?token={CIVITAI_TOKEN}&type=') if '?type=' in url else f"{url}?token={CIVITAI_TOKEN}"
+
+    def get_model_data(url):
+        base_url = "https://civitai.com/api/v1"
+        try:
+            if "civitai.com/models/" in url:
+                if '?modelVersionId=' in url:
+                    version_id = url.split('?modelVersionId=')[1]
+                else:
+                    model_id = url.split('/models/')[1].split('/')[0]
+                    model_data = requests.get(f"{base_url}/models/{model_id}").json()
+                    version_id = model_data['modelVersions'][0].get('id')
+            else:
+                version_id = url.split('/models/')[1].split('/')[0]
+
+            return requests.get(f"{base_url}/model-versions/{version_id}").json()
+        except (KeyError, IndexError, requests.RequestException) as e:
+            return None
+
+    data = get_model_data(url)
+
+    if not data:
+        print("\033[31m[Data Info]:\033[0m Failed to retrieve data from the API.\n")
+        return 'None', None, None, None, None, None, None
+
+    def get_model_info(url, data):
+        model_type = data['model']['type']
+        model_name = data['files'][0]['name']
+
+        if 'type=' in url:
+            url_model_type = parse_qs(urlparse(url).query).get('type', [''])[0].lower()
+            if 'vae' in url_model_type:
+                model_type = data['files'][1]['type']
+                model_name = data['files'][1]['name']
+
+        if file_name and '.' not in file_name:
+            file_extension = model_name.split('.')[-1]
+            model_name = f"{file_name}.{file_extension}"
+        elif file_name:
+            model_name = file_name
+
+        return model_type, model_name
+
+    def get_download_url(data, model_type):
+        if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):
+            return data['files'][0]['downloadUrl']
+
+        return data['files'][1]['downloadUrl'] if 'type' in url else data['files'][0]['downloadUrl']
+
+    def get_image_info(data, model_type, model_name):
+        if not any(t in model_type for t in SUPPORT_TYPES):
+            return None, None
+
+        for image in data.get('images', []):
+            if image['nsfwLevel'] >= 4 and env == 'Kaggle':  # Filter NSFW images for Kaggle
+                continue
+            image_url = image['url']
+            image_extension = image_url.split('.')[-1]
+            image_name = f"{model_name.split('.')[0]}.preview.{image_extension}" if image_url else None
+            return image_url, image_name
+        return None, None
+
+    model_type, model_name = get_model_info(url, data)
+    download_url = get_download_url(data, model_type)
+    image_url, image_name = get_image_info(data, model_type, model_name)
+
+    return f"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}", download_url, model_type, model_name, image_url, image_name, data
+
+''' Main Download Code '''
+
+def strip_(url):
+    if 'github.com' in url:
+        return url.replace('/blob/', '/raw/')
+    elif "huggingface.co" in url:
+        url = url.replace('/blob/', '/resolve/')
+        return url.split('?')[0] if '?' in url else url
+    return url
+
+def download(url):
+    links_and_paths = [link_or_path.strip() for link_or_path in url.split(',') if link_or_path.strip()]
+
+    for link_or_path in links_and_paths:
+        if any(link_or_path.lower().startswith(prefix) for prefix in PREFIXES):
+            handle_manual(link_or_path)
+        else:
+            url, dst_dir, file_name = link_or_path.split()
+            manual_download(url, dst_dir, file_name)
+
+    # Unpuck ZIPs Files
+    for directory in PREFIXES.values():
+        for root, _, files in os.walk(directory):
+            for file in files:
+                if file.endswith(".zip"):
+                    zip_path = os.path.join(root, file)
+                    extract_path = os.path.splitext(zip_path)[0]
+                    with zipfile.ZipFile(zip_path, 'r') as zip_ref:
+                        zip_ref.extractall(extract_path)
+                    os.remove(zip_path)
+
+def handle_manual(url):
+    url_parts = url.split(':', 1)
+    prefix, path = url_parts[0], url_parts[1]
+
+    file_name_match = re.search(r'\[(.*?)\]', path)
+    file_name = file_name_match.group(1) if file_name_match else None
+    if file_name:
+        path = re.sub(r'\[.*?\]', '', path)
+
+    if prefix in PREFIXES:
+        dir = PREFIXES[prefix]
+        if prefix != "extension":
+            try:
+                manual_download(path, dir, file_name=file_name, prefix=prefix)
+            except Exception as e:
+                print(f"Error downloading file: {e}")
+        else:
+            extension_repo.append((path, file_name))
+
+def manual_download(url, dst_dir, file_name, prefix=None):
+    hf_header = f"--header='Authorization: Bearer {huggingface_token}'" if huggingface_token else ""
+    aria2c_header = "--header='User-Agent: Mozilla/5.0' --allow-overwrite=true"
+    aria2_args = "--optimize-concurrent-downloads --console-log-level=error --summary-interval=10 --stderr=true -c -x16 -s16 -k1M -j5"
+
+    clean_url = strip_(url)
+
+    if 'civitai' in url:
+        url, clean_url, model_type, file_name, image_url, image_name, data = CivitAi_API(url, file_name)
+        if image_url and image_name:
+            command = ["aria2c"] + aria2_args.split() + ["-d", dst_dir, "-o", image_name, image_url]
+            subprocess.run(command, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
+
+    elif 'github' in url or 'huggingface.co' in url:
+        if file_name and '.' not in file_name:
+            file_extension = f"{clean_url.split('/')[-1].split('.', 1)[1]}"
+            file_name = f"{file_name}.{file_extension}"
+        if not file_name:
+            file_name = clean_url.split("/")[-1]
+
+    """ Formatted info output """
+    try:
+        format_output(clean_url, dst_dir, file_name, image_name, image_url)
+    except UnboundLocalError:
+        format_output(clean_url, dst_dir, file_name, None, None)
+
+    # =====================
+    def run_aria2c(url, dst_dir, file_name=None, args="", header=""):
+        file_path = os.path.join(dst_dir, file_name) # replaces config files
+        if os.path.exists(file_path) and prefix == 'config':
+            os.remove(file_path)
+
+        out = f"-o '{file_name}'" if file_name else ""
+        get_ipython().system("aria2c {header} {args} -d {dst_dir} {out} '{url}'")
+
+    # -- Google Drive --
+    if 'drive.google' in url:
+        if not globals().get('have_drive_link', False):
+            os.system("pip install -U gdown > /dev/null")
+            globals()['have_drive_link'] = True
+
+        if 'folders' in url:
+            os.system(f"gdown --folder \"{url}\" -O {dst_dir} --fuzzy -c")
+        else:
+            out_path = f"{dst_dir}/{file_name}" if file_name else dst_dir
+            os.system(f"gdown \"{url}\" -O {out_path} --fuzzy -c")
+
+    # -- GitHub or Hugging Face --
+    elif 'github' in url or 'huggingface' in url:
+        run_aria2c(clean_url, dst_dir, file_name, aria2_args, hf_header if 'huggingface' in url else '')
+
+    # -- Other HTTP/Sources --
+    elif 'http' in url:
+        run_aria2c(url, dst_dir, file_name, aria2_args, aria2c_header)
+
+''' SubModels - Added URLs '''
+
+# Separation of merged numbers
+def split_numbers(num_str, max_num):
+    result = []
+    i = 0
+    while i < len(num_str):
+        found = False
+        for length in range(2, 0, -1):
+            if i + length <= len(num_str):
+                part = int(num_str[i:i + length])
+                if part <= max_num:
+                    result.append(part)
+                    i += length
+                    found = True
+                    break
+        if not found:
+            break
+    return result
+
+def add_submodels(selection, num_selection, model_dict, dst_dir):
+    if selection == "none":
+        return []
+    selected_models = []
+
+    if selection == "ALL":
+        selected_models = sum(model_dict.values(), [])
+    else:
+        if selection in model_dict:
+            selected_models.extend(model_dict[selection])
+
+        nums = num_selection.replace(',', ' ').split()
+        max_num = len(model_dict)
+        unique_nums = set()
+
+        for num_part in nums:
+            split_nums = split_numbers(num_part, max_num)
+            unique_nums.update(split_nums)
+
+        for num in unique_nums:
+            if 1 <= num <= max_num:
+                name = list(model_dict.keys())[num - 1]
+                selected_models.extend(model_dict[name])
+
+    unique_models = {model['name']: model for model in selected_models}.values()
+
+    for model in unique_models:
+        model['dst_dir'] = dst_dir
+
+    return list(unique_models)
+
+def handle_submodels(selection, num_selection, model_dict, dst_dir, url):
+    submodels = add_submodels(selection, num_selection, model_dict, dst_dir)
+    for submodel in submodels:
+        if not inpainting_model and "inpainting" in submodel['name']:
+            continue
+        url += f"{submodel['url']} {submodel['dst_dir']} {submodel['name']}, "
+    return url
+
+url = ""
+url = handle_submodels(model, model_num, model_list, models_dir, url)
+url = handle_submodels(vae, vae_num, vae_list, vaes_dir, url)
+url = handle_submodels(controlnet, controlnet_num, controlnet_list, control_dir, url)
+
+''' file.txt - added urls '''
+
+def process_file_download(file_url, PREFIXES, unique_urls):
+    files_urls = ""
+
+    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:
+        line = line.strip()
+        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.split('#')[0].strip() for url in line.split(',')]  # filter urls
+        for url in urls:
+            filter_url = url.split('[')[0] # same url filter
+
+            if url.startswith("http") and filter_url not in unique_urls:
+                files_urls += f"{current_tag}:{url}, "
+                unique_urls.add(filter_url)
+
+    return files_urls
+
+file_urls = ""
+unique_urls = set()
+
+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:
+            file_urls += process_file_download(custom_file_url, PREFIXES, unique_urls)
+        except FileNotFoundError:
+            pass
+
+# url prefixing
+urls = (Model_url, Vae_url, LoRA_url, Embedding_url, Extensions_url)
+prefixed_urls = (f"{prefix}:{url}" for prefix, url in zip(PREFIXES.keys(), urls) if url for url in url.replace(',', '').split())
+url += ", ".join(prefixed_urls) + ", " + file_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():
+        download(url)
+
+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='')
+    with capture.capture_output():
+        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')
+    print(f"\r📦 Installed '{len(extension_repo)}', Custom extensions!")
+
+
+## List Models and stuff V2
+if detailed_download == "off":
+    print("\n\n\033[33mIf you don't see any downloaded files, enable the 'Detailed Downloads' feature in the widget.")
+
+get_ipython().run_line_magic('run', '{root_path}/file_cell/special/dl_display_results.py # display widgets result')
+

files_cells/python/en/launch_en.py

@@ -0,0 +1,125 @@
+##~   LAUNCH CODE | BY: ANXETY   ~##
+
+import os
+import re
+import time
+import json
+import requests
+import subprocess
+import cloudpickle as pickle
+from datetime import timedelta
+from IPython.display import clear_output
+
+
+# Setup Env
+env = os.getenv('ENV_NAME')
+root_path = os.getenv('ROOT_PATH')
+webui_path = os.getenv('WEBUI_PATH')
+free_plan = os.getenv('FREE_PLAN')
+
+
+def load_settings():
+    SETTINGS_FILE = f'{root_path}/settings.json'
+    if os.path.exists(SETTINGS_FILE):
+        with open(SETTINGS_FILE, 'r') as f:
+            return json.load(f)
+    return {}
+
+settings = load_settings()
+ngrok_token = settings.get('ngrok_token', "")
+zrok_token = settings.get('zrok_token', "")
+commandline_arguments = settings.get('commandline_arguments', "")
+change_webui = settings.get('change_webui', "")
+
+
+# ========================== OTHER ==========================
+def is_package_installed(package_name):
+    try:
+        subprocess.run(["npm", "ls", "-g", package_name], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+        return True
+    except subprocess.CalledProcessError:
+        return False
+
+lt_tunnel = is_package_installed('localtunnel')
+
+
+# ======================== TUNNEL V2 ========================
+print('Please Wait...')
+
+def get_public_ip(version='ipv4'):
+    try:
+        url = f'https://api64.ipify.org?format=json&{version}=true'
+        response = requests.get(url)
+        return response.json().get('ip', 'N/A')
+    except Exception as e:
+        print(f"Error getting public {version} address:", e)
+
+# Check if public IP is already saved, if not then get it
+public_ip_file = f"{root_path}/public_ip.txt"
+if os.path.exists(public_ip_file):
+    with open(public_ip_file, 'r') as file:
+        public_ipv4 = file.read().strip()
+else:
+    public_ipv4 = get_public_ip(version='ipv4')
+    with open(public_ip_file, 'w') as file:
+        file.write(public_ipv4)
+
+tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-8")
+tunnel_port = 1834
+tunnel = tunnel_class(tunnel_port)
+tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
+
+if lt_tunnel:
+    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.")
+
+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"))
+
+clear_output()
+
+
+# ================= Automatic Fixing Path V3 ================
+paths_to_check = {
+    "tagger_hf_cache_dir": f"{webui_path}/models/interrogators/",
+    "ad_extra_models_dir": f"{webui_path}/models/adetailer/",
+    "sd_checkpoint_hash": "",
+    "sd_model_checkpoint": "",
+    "sd_vae": "None"
+}
+
+config_path = f'{webui_path}/config.json'
+
+if os.path.exists(config_path):
+    with open(config_path, 'r') as file:
+        config_data = json.load(file)
+
+    for key, value in paths_to_check.items():
+        if key in config_data and config_data[key] != value:
+            sed_command = f"sed -i 's|\"{key}\": \".*\"|\"{key}\": \"{value}\"|' {config_path}"
+            os.system(sed_command)
+
+
+with tunnel:
+    get_ipython().run_line_magic('cd', '{webui_path}')
+
+    commandline_arguments += f' --port={tunnel_port}'
+    if ngrok_token:
+        commandline_arguments += f' --ngrok {ngrok_token}'
+    if env != "Google Colab":
+        commandline_arguments += f' --encrypt-pass={tunnel_port} --api'
+
+    if change_webui == 'A1111':
+        commandline_arguments += ' --xformers'
+    else:
+        commandline_arguments += ' --disable-xformers --opt-sdp-attention --cuda-stream --pin-shared-memory'
+
+    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")
+
+if zrok_token:
+    get_ipython().system('zrok disable &> /dev/null')
+

files_cells/python/en/widgets_en.py

@@ -0,0 +1,56 @@
+import os
+import json
+import time
+
+# Setup Env
+env = os.getenv('ENV_NAME')
+root_path = os.getenv('ROOT_PATH')
+webui_path = os.getenv('WEBUI_PATH')
+free_plan = os.getenv('FREE_PLAN')
+
+# Load Settings from JSON file
+SETTINGS_FILE = f'{root_path}/settings.json'
+
+def load_settings():
+    if os.path.exists(SETTINGS_FILE):
+        with open(SETTINGS_FILE, 'r') as f:
+            return json.load(f)
+    else:
+        raise FileNotFoundError(f"Settings file {SETTINGS_FILE} not found.")
+
+settings = load_settings()
+
+# Access the settings values directly from the `settings` dictionary
+model = settings['model']
+model_num = settings['model_num']
+inpainting_model = settings['inpainting_model']
+vae = settings['vae']
+vae_num = settings['vae_num']
+latest_webui = settings['latest_webui']
+latest_exstensions = settings['latest_exstensions']
+change_webui = settings['change_webui']
+detailed_download = settings['detailed_download']
+controlnet = settings['controlnet']
+controlnet_num = settings['controlnet_num']
+commit_hash = settings['commit_hash']
+huggingface_token = settings['huggingface_token']
+ngrok_token = settings['ngrok_token']
+zrok_token = settings['zrok_token']
+commandline_arguments = settings['commandline_arguments']
+Model_url = settings['Model_url']
+Vae_url = settings['Vae_url']
+LoRA_url = settings['LoRA_url']
+Embedding_url = settings['Embedding_url']
+Extensions_url = settings['Extensions_url']
+custom_file_urls = settings['custom_file_urls']
+
+# Example function: Setup WebUI based on the loaded settings
+def setup_webui():
+    UI = os.getenv('SDW_UI', change_webui)
+    if UI != change_webui:
+        os.environ['SDW_UI'] = change_webui
+
+setup_webui()
+
+# Main logic that depends on the settings
+# print("Settings loaded and applied successfully.")

files_cells/python/ru/auto_cleaner_ru.py

@@ -0,0 +1,130 @@
+##~ AutoCleaner V3.7 CODE | BY: ANXETY   ~##
+
+from directory_setup import models_dir, vaes_dir, control_dir, loras_dir, output_dir
+
+import os
+import time
+from ipywidgets import widgets
+from IPython.display import display, HTML
+
+
+# Setup Env
+env = os.getenv('ENV_NAME')
+root_path = os.getenv('ROOT_PATH')
+webui_path = os.getenv('WEBUI_PATH')
+free_plan = os.getenv('FREE_PLAN')
+
+
+# ==================== CSS ====================
+# Main CSS
+css_file_path = f"{root_path}/CSS/auto_cleaner.css"
+with open(css_file_path , "r") as f:
+    CSS_AC = f.read()
+display(HTML(f"<style>{CSS_AC}</style>"))
+
+
+# ================ AutoCleaner function ================
+directories = {
+    "Изображения": output_dir,
+    "Модели": models_dir,
+    "Vae": vaes_dir,
+    "LoRa": loras_dir,
+    "ControlNet Модели": control_dir
+}
+
+""" functions """
+def clean_directory(directory, directory_type):
+    deleted_files = 0
+
+    for root, dirs, files in os.walk(directory):
+        for file in files:
+            file_path = os.path.join(root, file)
+
+            if file.endswith(".txt"):
+                continue
+            if file.endswith((".safetensors", ".pt")) or directory_type == "Images":
+                deleted_files += 1
+
+            os.remove(file_path)
+    return deleted_files
+
+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], 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": "Изображений",
+        "Модели": "Моделей",
+        "Vae": "Vae",
+        "LoRa": "LoRa",
+        "ControlNet Модели": "ControlNet Моделей"
+    }
+    for key, value in deleted_files_dict.items():
+        object_word = word_variants.get(key)
+        messages.append(f"Удалено {value} {object_word}")
+    return messages
+
+
+# --- 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)
+
+
+# ================ Widgets ================
+# 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 = widgets.Button(description='Выполнить Очистку').add_class("button_execute_AC").add_class("button_AC")
+execute_button.on_click(on_execute_button_press)
+clear_button = widgets.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 = widgets.VBox([instruction_label, widgets.HTML('<hr>'), auto_cleaner_widget, output, widgets.HTML('<hr>'), lower_information_panel]).add_class("container_AC")
+
+display(container)
+

files_cells/python/ru/downloading_ru.py

@@ -0,0 +1,607 @@
+##~   DOWNLOADING CODE | BY: ANXETY   ~##
+
+from directory_setup import *
+from models_data import model_list, vae_list, controlnet_list
+
+import os
+import re
+import time
+import json
+import shutil
+import zipfile
+import requests
+import subprocess
+from datetime import timedelta
+from subprocess import getoutput
+from IPython.utils import capture
+from IPython.display import clear_output
+from urllib.parse import urlparse, parse_qs
+
+
+# Setup Env
+env = os.getenv('ENV_NAME')
+root_path = os.getenv('ROOT_PATH')
+webui_path = os.getenv('WEBUI_PATH')
+free_plan = os.getenv('FREE_PLAN')
+
+UI = os.getenv('SDW_UI')
+OLD_UI = os.getenv('SDW_OLD_UI')
+
+os.chdir(root_path)
+
+
+# ============ 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',
+    'change_webui', 'detailed_download', 'controlnet',
+    'controlnet_num', 'commit_hash', '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})
+
+
+# ================ LIBRARIES V2 ================
+flag_file = f"{root_path}/libraries_installed.txt"
+
+if not os.path.exists(flag_file):
+    print("💿 Установка библиотек, это займет какое-то время:\n")
+
+    install_lib = {
+        # "aria2": "apt -y install aria2",
+        "aria2": "pip install aria2",
+        "localtunnel": "npm install -g localtunnel",
+    }
+    if controlnet != 'none':
+        install_lib["insightface"] = "pip install insightface"
+
+    additional_libs = {
+        "Google Colab": {
+            "xformers": "pip install xformers==0.0.27 --no-deps"
+        },
+        "Kaggle": {
+            "xformers": "pip install xformers==0.0.26.post1",
+            # "torch": "pip install torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121",
+            # "aiohttp": "pip install trash-cli && trash-put /opt/conda/lib/python3.10/site-packages/aiohttp*" # fix install req
+        }
+    }
+    if env in additional_libs:
+        install_lib.update(additional_libs[env])
+
+    # Loop through libraries
+    for index, (package, install_cmd) in enumerate(install_lib.items(), start=1):
+        print(f"\r[{index}/{len(install_lib)}] \033[32m>>\033[0m Installing \033[33m{package}\033[0m..." + " "*35, end='')
+        subprocess.run(install_cmd, shell=True, capture_output=True)
+
+    # Additional specific packages
+    with capture.capture_output():
+        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('curl -sLO https://github.com/openziti/zrok/releases/download/v0.4.32/zrok_0.4.32_linux_amd64.tar.gz && tar -xzf zrok_0.4.32_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.32_linux_amd64.tar.gz')
+
+    clear_output()
+
+    # Save file install lib
+    with open(flag_file, "w") as f:
+        f.write(">W<'")
+
+    print("🍪 Библиотеки установлены!" + " "*35)
+    time.sleep(2)
+    clear_output()
+
+
+# =================== OTHER ====================
+# Setup Timer
+start_colab = int(os.environ.get("START_COLAB", time.time() - 5))
+os.environ["START_COLAB"] = str(start_colab)
+
+def download_cfg_files(file_paths, destination_path):
+    base_url = "https://huggingface.co/NagisaNao/SD-CONFIGS/resolve/main"
+    for filename in file_paths:
+        file_name = filename.split('/')[-1]
+        get_ipython().system('wget -O {destination_path}/{file_name} {base_url}/{filename}')
+
+def cfg_download():
+    common_files = ["styles.csv"]
+    a1111_files = ["A1111/config.json", "A1111/ui-config.json"]
+    forge_files = ["reForge/config.json", "reForge/ui-config.json"]
+
+    with capture.capture_output():
+        download_cfg_files(common_files, webui_path)
+        ui_files = a1111_files if UI == 'A1111' else forge_files
+        download_cfg_files(ui_files, webui_path)
+
+def remove_dir(directory_path):
+    if directory_path and os.path.exists(directory_path):
+        try:
+            shutil.rmtree(directory_path)
+        except Exception:
+            get_ipython().system('rm -rf {directory_path}')
+
+TEMPORARY_DIR = f'{root_path}/temp_dir'
+def copy_items_with_replace(src_base, dst_base):
+    items_to_copy = [
+        'embeddings',
+        'models/Stable-diffusion',
+        'models/VAE',
+        'models/Lora',
+        'models/ControlNet'
+    ]
+
+    print("⌚ Перемещени�� файлов...", end='')
+    for item in items_to_copy:
+        src = os.path.join(src_base, item)
+        dst = os.path.join(dst_base, item)
+
+        if os.path.exists(src):
+            if os.path.exists(dst):
+                remove_dir(dst)
+            os.makedirs(os.path.dirname(dst), exist_ok=True)
+            shutil.move(src, dst)
+    print("\r🔥 Файлы перемещены!" + " "*15)
+
+def handle_colab_timer(webui_path, timer_colab):
+    timer_file_path = os.path.join(webui_path, 'static', 'colabTimer.txt')
+    if not os.path.exists(timer_file_path):
+        with open(timer_file_path, 'w') as timer_file:
+            timer_file.write(str(timer_colab))
+    else:
+        with open(timer_file_path, 'r') as timer_file:
+            timer_colab = float(timer_file.read())
+    return timer_colab
+
+def unpack_webui():
+    start_install = time.time()
+    print(f"⌚ Распаковка Stable Diffusion{' (Forge)' if UI == 'Forge' else ''}...", end='')
+
+    with capture.capture_output():
+        download_url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO.zip"
+        if UI == 'Forge':
+            download_url = "https://huggingface.co/NagisaNao/fast_repo/resolve/main/FULL_REPO_forge.zip"
+
+        zip_path = f"{root_path}/repo.zip"
+        get_ipython().system('aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {download_url} -d {root_path} -o repo.zip')
+        get_ipython().system('unzip -q -o {zip_path} -d {webui_path}')
+        get_ipython().system('rm -rf {zip_path}')
+
+        handle_colab_timer(webui_path, start_colab)
+
+    install_time = time.time() - start_install
+    minutes, seconds = divmod(int(install_time), 60)
+    print(f"\r🚀 Распаковка Завершена! За {minutes:02}:{seconds:02} ⚡" + " "*15)
+
+    if os.path.exists(TEMPORARY_DIR):
+        copy_items_with_replace(TEMPORARY_DIR, webui_path)
+        remove_dir(TEMPORARY_DIR)
+
+# ================= MAIN CODE ==================
+if os.path.exists(webui_path):
+    if UI != OLD_UI:
+        print(f'Переключение веб-интерфейса с \033[33m{OLD_UI}\033[0m на \033[33m{UI}\033[0m:')
+        copy_items_with_replace(webui_path, TEMPORARY_DIR)
+        remove_dir(webui_path)
+        os.environ['SDW_OLD_UI'] = UI
+        time.sleep(2)
+        clear_output()
+
+if not os.path.exists(webui_path):
+    unpack_webui()
+    cfg_download()
+else:
+    print("🚀 Все распакованно... Пропуск. ⚡")
+    timer_colab = handle_colab_timer(webui_path, start_colab)
+    elapsed_time = str(timedelta(seconds=time.time() - timer_colab)).split('.')[0]
+    print(f"⌚️ Вы проводите эту сессию в течение - \033[33m{elapsed_time}\033[0m")
+
+
+## Changes extensions and WebUi
+if latest_webui or latest_exstensions:
+    action = "WebUI и Расширений" if latest_webui and latest_exstensions else ("WebUI" if latest_webui else "Расширений")
+    print(f"⌚️ Обновление {action}...", end='')
+    with capture.capture_output():
+        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:
+            get_ipython().system('{\'for dir in \' + webui_path + \'/extensions/*/; do cd \\"$dir\\" && git reset --hard && git pull; done\'}')
+    print(f"\r✨ Обновление {action} Завершено!")
+
+
+# === FIXING EXTENSIONS ===
+anxety_repos = "https://huggingface.co/NagisaNao/fast_repo/resolve/main"
+with capture.capture_output():
+    # --- Umi-Wildcard ---
+    get_ipython().system("sed -i '521s/open=\\(False\\|True\\)/open=False/' {webui_path}/extensions/Umi-AI-Wildcards/scripts/wildcard_recursive.py  # Closed accordion by default")
+    # --- Encrypt-Image ---
+    get_ipython().system("sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js # Removes the weird text in webui")
+
+
+## Version switching
+if commit_hash:
+    print('⏳ Активация машины времени...', end="")
+    with capture.capture_output():
+        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}')
+    print(f"\r⌛️ Машина времени активированна! Текущий коммит: \033[34m{commit_hash}\033[0m")
+
+
+## Downloading model and stuff | oh~ Hey! If you're freaked out by that code too, don't worry, me too!
+print("📦 Скачивание моделей и прочего...", end='')
+
+extension_repo = []
+PREFIXES = {
+    "model": models_dir,
+    "vae": vaes_dir,
+    "lora": loras_dir,
+    "embed": embeddings_dir,
+    "extension": extensions_dir,
+    "control": control_dir,
+    "adetailer": adetailer_dir,
+    "config": webui_path
+}
+get_ipython().system('mkdir -p {" ".join(PREFIXES.values())}')
+
+''' Formatted Info Output '''
+
+def center_text(text, terminal_width=45):
+    padding = (terminal_width - len(text)) // 2
+    return f"{' ' * padding}{text}{' ' * padding}"
+
+def format_output(url, dst_dir, file_name, image_name=None, image_url=None):
+    info = center_text(f"[{file_name.split('.')[0]}]")
+    sep_line = '---' * 20
+
+    print(f"\n\033[32m{sep_line}\033[36;1m{info}\033[32m{sep_line}\033[0m")
+    print(f"\033[33mURL: {url}")
+    print(f"\033[33mSAVE DIR: \033[34m{dst_dir}")
+    print(f"\033[33mFILE NAME: \033[34m{file_name}\033[0m")
+    if 'civitai' in url and image_url:
+        print(f"\033[32m[Preview DL]:\033[0m {image_name} - {image_url}\n")
+
+''' GET CivitAi API - DATA '''
+
+def CivitAi_API(url, file_name=None):
+    SUPPORT_TYPES = ('Checkpoint', 'TextualInversion', 'LORA')
+    CIVITAI_TOKEN = "62c0c5956b2f9defbd844d754000180b"
+
+    url = url.split('?token=')[0] if '?token=' in url else url
+    url = url.replace('?type=', f'?token={CIVITAI_TOKEN}&type=') if '?type=' in url else f"{url}?token={CIVITAI_TOKEN}"
+
+    def get_model_data(url):
+        base_url = "https://civitai.com/api/v1"
+        try:
+            if "civitai.com/models/" in url:
+                if '?modelVersionId=' in url:
+                    version_id = url.split('?modelVersionId=')[1]
+                else:
+                    model_id = url.split('/models/')[1].split('/')[0]
+                    model_data = requests.get(f"{base_url}/models/{model_id}").json()
+                    version_id = model_data['modelVersions'][0].get('id')
+            else:
+                version_id = url.split('/models/')[1].split('/')[0]
+
+            return requests.get(f"{base_url}/model-versions/{version_id}").json()
+        except (KeyError, IndexError, requests.RequestException) as e:
+            return None
+
+    data = get_model_data(url)
+
+    if not data:
+        print("\033[31m[Data Info]:\033[0m Failed to retrieve data from the API.\n")
+        return 'None', None, None, None, None, None, None
+
+    def get_model_info(url, data):
+        model_type = data['model']['type']
+        model_name = data['files'][0]['name']
+
+        if 'type=' in url:
+            url_model_type = parse_qs(urlparse(url).query).get('type', [''])[0].lower()
+            if 'vae' in url_model_type:
+                model_type = data['files'][1]['type']
+                model_name = data['files'][1]['name']
+
+        if file_name and '.' not in file_name:
+            file_extension = model_name.split('.')[-1]
+            model_name = f"{file_name}.{file_extension}"
+        elif file_name:
+            model_name = file_name
+
+        return model_type, model_name
+
+    def get_download_url(data, model_type):
+        if any(t.lower() in model_type.lower() for t in SUPPORT_TYPES):
+            return data['files'][0]['downloadUrl']
+
+        return data['files'][1]['downloadUrl'] if 'type' in url else data['files'][0]['downloadUrl']
+
+    def get_image_info(data, model_type, model_name):
+        if not any(t in model_type for t in SUPPORT_TYPES):
+            return None, None
+
+        for image in data.get('images', []):
+            if image['nsfwLevel'] >= 4 and env == 'Kaggle':  # Filter NSFW images for Kaggle
+                continue
+            image_url = image['url']
+            image_extension = image_url.split('.')[-1]
+            image_name = f"{model_name.split('.')[0]}.preview.{image_extension}" if image_url else None
+            return image_url, image_name
+        return None, None
+
+    model_type, model_name = get_model_info(url, data)
+    download_url = get_download_url(data, model_type)
+    image_url, image_name = get_image_info(data, model_type, model_name)
+
+    return f"{download_url}{'&' if '?' in download_url else '?'}token={CIVITAI_TOKEN}", download_url, model_type, model_name, image_url, image_name, data
+
+''' Main Download Code '''
+
+def strip_(url):
+    if 'github.com' in url:
+        return url.replace('/blob/', '/raw/')
+    elif "huggingface.co" in url:
+        url = url.replace('/blob/', '/resolve/')
+        return url.split('?')[0] if '?' in url else url
+    return url
+
+def download(url):
+    links_and_paths = [link_or_path.strip() for link_or_path in url.split(',') if link_or_path.strip()]
+
+    for link_or_path in links_and_paths:
+        if any(link_or_path.lower().startswith(prefix) for prefix in PREFIXES):
+            handle_manual(link_or_path)
+        else:
+            url, dst_dir, file_name = link_or_path.split()
+            manual_download(url, dst_dir, file_name)
+
+    # Unpuck ZIPs Files
+    for directory in PREFIXES.values():
+        for root, _, files in os.walk(directory):
+            for file in files:
+                if file.endswith(".zip"):
+                    zip_path = os.path.join(root, file)
+                    extract_path = os.path.splitext(zip_path)[0]
+                    with zipfile.ZipFile(zip_path, 'r') as zip_ref:
+                        zip_ref.extractall(extract_path)
+                    os.remove(zip_path)
+
+def handle_manual(url):
+    url_parts = url.split(':', 1)
+    prefix, path = url_parts[0], url_parts[1]
+
+    file_name_match = re.search(r'\[(.*?)\]', path)
+    file_name = file_name_match.group(1) if file_name_match else None
+    if file_name:
+        path = re.sub(r'\[.*?\]', '', path)
+
+    if prefix in PREFIXES:
+        dir = PREFIXES[prefix]
+        if prefix != "extension":
+            try:
+                manual_download(path, dir, file_name=file_name, prefix=prefix)
+            except Exception as e:
+                print(f"Error downloading file: {e}")
+        else:
+            extension_repo.append((path, file_name))
+
+def manual_download(url, dst_dir, file_name, prefix=None):
+    hf_header = f"--header='Authorization: Bearer {huggingface_token}'" if huggingface_token else ""
+    aria2c_header = "--header='User-Agent: Mozilla/5.0' --allow-overwrite=true"
+    aria2_args = "--optimize-concurrent-downloads --console-log-level=error --summary-interval=10 --stderr=true -c -x16 -s16 -k1M -j5"
+
+    clean_url = strip_(url)
+
+    if 'civitai' in url:
+        url, clean_url, model_type, file_name, image_url, image_name, data = CivitAi_API(url, file_name)
+        if image_url and image_name:
+            command = ["aria2c"] + aria2_args.split() + ["-d", dst_dir, "-o", image_name, image_url]
+            subprocess.run(command, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
+
+    elif 'github' in url or 'huggingface.co' in url:
+        if file_name and '.' not in file_name:
+            file_extension = f"{clean_url.split('/')[-1].split('.', 1)[1]}"
+            file_name = f"{file_name}.{file_extension}"
+        if not file_name:
+            file_name = clean_url.split("/")[-1]
+
+    """ Formatted info output """
+    try:
+        format_output(clean_url, dst_dir, file_name, image_name, image_url)
+    except UnboundLocalError:
+        format_output(clean_url, dst_dir, file_name, None, None)
+
+    # =====================
+    def run_aria2c(url, dst_dir, file_name=None, args="", header=""):
+        file_path = os.path.join(dst_dir, file_name) # replaces config files
+        if os.path.exists(file_path) and prefix == 'config':
+            os.remove(file_path)
+
+        out = f"-o '{file_name}'" if file_name else ""
+        get_ipython().system("aria2c {header} {args} -d {dst_dir} {out} '{url}'")
+
+    # -- Google Drive --
+    if 'drive.google' in url:
+        if not globals().get('have_drive_link', False):
+            os.system("pip install -U gdown > /dev/null")
+            globals()['have_drive_link'] = True
+
+        if 'folders' in url:
+            os.system(f"gdown --folder \"{url}\" -O {dst_dir} --fuzzy -c")
+        else:
+            out_path = f"{dst_dir}/{file_name}" if file_name else dst_dir
+            os.system(f"gdown \"{url}\" -O {out_path} --fuzzy -c")
+
+    # -- GitHub or Hugging Face --
+    elif 'github' in url or 'huggingface' in url:
+        run_aria2c(clean_url, dst_dir, file_name, aria2_args, hf_header if 'huggingface' in url else '')
+
+    # -- Other HTTP/Sources --
+    elif 'http' in url:
+        run_aria2c(url, dst_dir, file_name, aria2_args, aria2c_header)
+
+''' SubModels - Added URLs '''
+
+# Separation of merged numbers
+def split_numbers(num_str, max_num):
+    result = []
+    i = 0
+    while i < len(num_str):
+        found = False
+        for length in range(2, 0, -1):
+            if i + length <= len(num_str):
+                part = int(num_str[i:i + length])
+                if part <= max_num:
+                    result.append(part)
+                    i += length
+                    found = True
+                    break
+        if not found:
+            break
+    return result
+
+def add_submodels(selection, num_selection, model_dict, dst_dir):
+    if selection == "none":
+        return []
+    selected_models = []
+
+    if selection == "ALL":
+        selected_models = sum(model_dict.values(), [])
+    else:
+        if selection in model_dict:
+            selected_models.extend(model_dict[selection])
+
+        nums = num_selection.replace(',', ' ').split()
+        max_num = len(model_dict)
+        unique_nums = set()
+
+        for num_part in nums:
+            split_nums = split_numbers(num_part, max_num)
+            unique_nums.update(split_nums)
+
+        for num in unique_nums:
+            if 1 <= num <= max_num:
+                name = list(model_dict.keys())[num - 1]
+                selected_models.extend(model_dict[name])
+
+    unique_models = {model['name']: model for model in selected_models}.values()
+
+    for model in unique_models:
+        model['dst_dir'] = dst_dir
+
+    return list(unique_models)
+
+def handle_submodels(selection, num_selection, model_dict, dst_dir, url):
+    submodels = add_submodels(selection, num_selection, model_dict, dst_dir)
+    for submodel in submodels:
+        if not inpainting_model and "inpainting" in submodel['name']:
+            continue
+        url += f"{submodel['url']} {submodel['dst_dir']} {submodel['name']}, "
+    return url
+
+url = ""
+url = handle_submodels(model, model_num, model_list, models_dir, url)
+url = handle_submodels(vae, vae_num, vae_list, vaes_dir, url)
+url = handle_submodels(controlnet, controlnet_num, controlnet_list, control_dir, url)
+
+''' file.txt - added urls '''
+
+def process_file_download(file_url, PREFIXES, unique_urls):
+    files_urls = ""
+
+    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:
+        line = line.strip()
+        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.split('#')[0].strip() for url in line.split(',')]  # filter urls
+        for url in urls:
+            filter_url = url.split('[')[0] # same url filter
+
+            if url.startswith("http") and filter_url not in unique_urls:
+                files_urls += f"{current_tag}:{url}, "
+                unique_urls.add(filter_url)
+
+    return files_urls
+
+file_urls = ""
+unique_urls = set()
+
+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:
+            file_urls += process_file_download(custom_file_url, PREFIXES, unique_urls)
+        except FileNotFoundError:
+            pass
+
+# url prefixing
+urls = (Model_url, Vae_url, LoRA_url, Embedding_url, Extensions_url)
+prefixed_urls = (f"{prefix}:{url}" for prefix, url in zip(PREFIXES.keys(), urls) if url for url in url.replace(',', '').split())
+url += ", ".join(prefixed_urls) + ", " + file_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():
+        download(url)
+
+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("✨ Установка кастомных расширений...", end='')
+    with capture.capture_output():
+        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')
+    print(f"\r📦 Установлено '{len(extension_repo)}', Кастомных расширений!")
+
+
+## List Models and stuff V2
+if detailed_download == "off":
+    print("\n\n\033[33mЕсли вы не видете каких-то скаченных файлов, включите в виджетах функцию 'Подробная Загрузка'.")
+
+get_ipython().run_line_magic('run', '{root_path}/file_cell/special/dl_display_results.py # display widgets result')
+

files_cells/python/ru/launch_ru.py

@@ -0,0 +1,125 @@
+##~   LAUNCH CODE | BY: ANXETY   ~##
+
+import os
+import re
+import time
+import json
+import requests
+import subprocess
+import cloudpickle as pickle
+from datetime import timedelta
+from IPython.display import clear_output
+
+
+# Setup Env
+env = os.getenv('ENV_NAME')
+root_path = os.getenv('ROOT_PATH')
+webui_path = os.getenv('WEBUI_PATH')
+free_plan = os.getenv('FREE_PLAN')
+
+
+def load_settings():
+    SETTINGS_FILE = f'{root_path}/settings.json'
+    if os.path.exists(SETTINGS_FILE):
+        with open(SETTINGS_FILE, 'r') as f:
+            return json.load(f)
+    return {}
+
+settings = load_settings()
+ngrok_token = settings.get('ngrok_token', "")
+zrok_token = settings.get('zrok_token', "")
+commandline_arguments = settings.get('commandline_arguments', "")
+change_webui = settings.get('change_webui', "")
+
+
+# ========================== OTHER ==========================
+def is_package_installed(package_name):
+    try:
+        subprocess.run(["npm", "ls", "-g", package_name], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+        return True
+    except subprocess.CalledProcessError:
+        return False
+
+lt_tunnel = is_package_installed('localtunnel')
+
+
+# ======================== TUNNEL V2 ========================
+print('Please Wait...')
+
+def get_public_ip(version='ipv4'):
+    try:
+        url = f'https://api64.ipify.org?format=json&{version}=true'
+        response = requests.get(url)
+        return response.json().get('ip', 'N/A')
+    except Exception as e:
+        print(f"Error getting public {version} address:", e)
+
+# Check if public IP is already saved, if not then get it
+public_ip_file = f"{root_path}/public_ip.txt"
+if os.path.exists(public_ip_file):
+    with open(public_ip_file, 'r') as file:
+        public_ipv4 = file.read().strip()
+else:
+    public_ipv4 = get_public_ip(version='ipv4')
+    with open(public_ip_file, 'w') as file:
+        file.write(public_ipv4)
+
+tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-8")
+tunnel_port = 1834
+tunnel = tunnel_class(tunnel_port)
+tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
+
+if lt_tunnel:
+    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.")
+
+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"))
+
+clear_output()
+
+
+# ================= Automatic Fixing Path V3 ================
+paths_to_check = {
+    "tagger_hf_cache_dir": f"{webui_path}/models/interrogators/",
+    "ad_extra_models_dir": f"{webui_path}/models/adetailer/",
+    "sd_checkpoint_hash": "",
+    "sd_model_checkpoint": "",
+    "sd_vae": "None"
+}
+
+config_path = f'{webui_path}/config.json'
+
+if os.path.exists(config_path):
+    with open(config_path, 'r') as file:
+        config_data = json.load(file)
+
+    for key, value in paths_to_check.items():
+        if key in config_data and config_data[key] != value:
+            sed_command = f"sed -i 's|\"{key}\": \".*\"|\"{key}\": \"{value}\"|' {config_path}"
+            os.system(sed_command)
+
+
+with tunnel:
+    get_ipython().run_line_magic('cd', '{webui_path}')
+
+    commandline_arguments += f' --port={tunnel_port}'
+    if ngrok_token:
+        commandline_arguments += f' --ngrok {ngrok_token}'
+    if env != "Google Colab":
+        commandline_arguments += f' --encrypt-pass={tunnel_port} --api'
+
+    if change_webui == 'A1111':
+        commandline_arguments += ' --xformers'
+    else:
+        commandline_arguments += ' --disable-xformers --opt-sdp-attention --cuda-stream --pin-shared-memory'
+
+    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")
+
+if zrok_token:
+    get_ipython().system('zrok disable &> /dev/null')
+

files_cells/python/ru/widgets_ru.py

@@ -0,0 +1,327 @@
+##~   WIDGET CODE | BY: ANXETY   ~##
+
+import os
+import json
+import time
+from ipywidgets import widgets
+from IPython.display import display, HTML, Javascript, clear_output
+
+
+# Setup Env
+env = os.getenv('ENV_NAME')
+root_path = os.getenv('ROOT_PATH')
+webui_path = os.getenv('WEBUI_PATH')
+free_plan = os.getenv('FREE_PLAN')
+
+
+# ==================== CSS JS ====================
+##~ custom background images V1.5 ~##
+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', action='store_true', help='Removes repetitive image tiles')
+parser.add_argument('-t', '--transparent', action='store_true', help='Makes input/selection fields 35%% more transparent')
+parser.add_argument('-bf', '--blur-fields', type=str, help='Background blur level for input/selection fields', metavar='', default=2)
+
+args = parser.parse_args()
+
+url_img = args.image
+opacity_img = args.opacity
+blur_img = args.blur
+y_img = args.y
+x_img = args.x
+scale_img = args.scale
+blur_fields = args.blur_fields
+
+## ---
+""" WTF KAGGLE - WHAT THE FUCK IS THE DIFFERENCE OF 35 PIXELS!?!?!? """
+fix_heigh_img = "-810px" if env == "Kaggle" else "-775px"
+
+""" transperent fields """
+t_bg_alpha = "1" if not args.transparent else "0.65"
+
+""" mode img - repeats """
+mode_img = "repeat" if not args.mode else "no-repeat"
+
+container_background = f'''
+<style>
+:root {{
+  /* for background container*/
+  --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};
+
+  /* for fields */
+  --bg-field-color: rgba(28, 28, 28, {t_bg_alpha}); /* -> #1c1c1c */
+  --bg-field-color-hover: rgba(38, 38, 38, {t_bg_alpha}); /* -> #262626; */
+  --bg-field-blur-level: {blur_fields}px;
+}}
+'''
+
+display(HTML(container_background))
+
+# Main CSS
+css_file_path = f"{root_path}/CSS/main_widgets.css"
+with open(css_file_path , "r") as f:
+    CSS = f.read()
+display(HTML(f"<style>{CSS}</style>"))
+
+# Main JS
+JS = '''
+<!-- 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(JS))
+
+
+# ==================== WIDGETS V2 ====================
+HR = widgets.HTML('<hr>')
+
+class WidgetFactory:
+    def __init__(self, style=None, layout=None):
+        self.style = style if style else {'description_width': 'initial'}
+        self.layout = layout if layout else widgets.Layout(max_width='1080px', width='100%')
+
+    def create_html(self, content, class_name=None):
+        html_widget = widgets.HTML(content)
+        if class_name:
+            html_widget.add_class(class_name)
+        return html_widget
+
+    def create_header(self, name):
+        return widgets.HTML(f'<div class="header">{name}<div>')
+
+    def create_dropdown(self, options, value, description):
+        return widgets.Dropdown(options=options, value=value, description=description, style=self.style, layout=self.layout)
+
+    def create_text(self, description, placeholder='', value=''):
+        return widgets.Text(description=description, placeholder=placeholder, value=value, style=self.style, layout=self.layout)
+
+    def create_checkbox(self, value, description):
+        return widgets.Checkbox(value=value, description=description, style=self.style, layout=self.layout)
+
+    def create_button(self, description, class_name=None):
+        button = widgets.Button(description=description)
+        if class_name:
+            button.add_class(class_name)
+        return button
+
+    def create_hbox(self, children):
+        return widgets.HBox(children)
+
+    def create_vbox(self, children, class_names=None):
+        vbox = widgets.VBox(children)
+        if class_names:
+            for class_name in class_names:
+                vbox.add_class(class_name)
+        return vbox
+
+    def display(self, widget):
+        display(widget)
+
+# Instantiate the factory
+factory = WidgetFactory()
+
+# --- MODEL ---
+model_header = factory.create_header('Выбор Модели')
+model_options = ['none',
+                 '1.Anime (by XpucT) + INP',
+                 '2.BluMix [Anime] [V7] + INP',
+                 '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 = factory.create_dropdown(model_options, '4.Counterfeit [Anime] [V3] + INP', 'Модель:')
+model_num_widget = factory.create_text('Номер Модели:', 'Введите номера моделей для скачивания через запятую/пробел.')
+inpainting_model_widget = factory.create_checkbox(False, 'Inpainting Модели')
+
+# Display Model
+all_model_box = factory.create_vbox([model_header, model_widget, model_num_widget, inpainting_model_widget], class_names=["container", "image_1"])
+factory.display(all_model_box)
+
+# --- VAE ---
+vae_header = factory.create_header('Выбор VAE')
+vae_options = ['none',
+               '1.Anime.vae',
+               '2.Anything.vae',
+               '3.Blessed2.vae',
+               '4.ClearVae.vae',
+               '5.WD.vae']
+vae_widget = factory.create_dropdown(vae_options, '3.Blessed2.vae', 'Vae:')
+vae_num_widget = factory.create_text('Номер Vae:', 'Введите номера vae для скачивания через запятую/пробел.')
+
+# Display Vae
+all_vae_box = factory.create_vbox([vae_header, vae_widget, vae_num_widget], class_names=["container", "image_2"])
+factory.display(all_vae_box)
+
+# --- ADDITIONAL ---
+additional_header = factory.create_header('Дополнительно')
+latest_webui_widget = factory.create_checkbox(True, 'Обновить WebUI')
+latest_exstensions_widget = factory.create_checkbox(True, 'Обновить Расширения')
+change_webui_widget = factory.create_dropdown(['A1111', 'Forge'], 'A1111', 'Изменить WebUI:')
+detailed_download_widget = factory.create_dropdown(['off', 'on'], 'off', 'Подробная Загрузка:')
+choose_changes_widget = factory.create_hbox([latest_webui_widget, latest_exstensions_widget, change_webui_widget, detailed_download_widget])
+
+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 = factory.create_dropdown(controlnet_options, 'none', 'ControlNet:')
+controlnet_num_widget = factory.create_text('Номер ControlNet:', 'Введите номера моделей ControlNet для скачивания через запятую/пробел.')
+commit_hash_widget = factory.create_text('Commit Hash:')
+huggingface_token_widget = factory.create_text('Токен HuggingFace:')
+
+ngrok_token_widget = factory.create_text('Токен Ngrok:')
+ngrock_button = factory.create_html('<a href="https://dashboard.ngrok.com/get-started/your-authtoken" target="_blank">Получить Ngrok Токен</a>', class_name="button_ngrok")
+ngrok_widget = factory.create_hbox([ngrok_token_widget, ngrock_button])
+
+zrok_token_widget = factory.create_text('Токен Zrok:')
+zrok_button = factory.create_html('<a href="https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU" target="_blank">Зарегать Zrok Токен</a>', class_name="button_ngrok")
+zrok_widget = factory.create_hbox([zrok_token_widget, zrok_button])
+
+commandline_arguments_options = "--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars"
+commandline_arguments_widget = factory.create_text('Аргументы:', value=commandline_arguments_options)
+
+# Display Additional
+additional_widget_list = [additional_header,
+                          choose_changes_widget,
+                          HR,
+                          controlnet_widget,
+                          controlnet_num_widget,
+                          commit_hash_widget,
+                          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)
+
+all_additional_box = factory.create_vbox(additional_widget_list, class_names=["container", "image_3"])
+factory.display(all_additional_box)
+
+# --- CUSTOM DOWNLOAD ---
+custom_download_header_popup = factory.create_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()">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 = factory.create_text('Model:')
+Vae_url_widget = factory.create_text('Vae:')
+LoRA_url_widget = factory.create_text('LoRa:')
+Embedding_url_widget = factory.create_text('Embedding:')
+Extensions_url_widget = factory.create_text('Extensions:')
+custom_file_urls_widget = factory.create_text('Файл (txt):')
+
+# Display CustomDl
+all_custom_box = factory.create_vbox([
+    custom_download_header_popup, Model_url_widget, Vae_url_widget, LoRA_url_widget, Embedding_url_widget, Extensions_url_widget, custom_file_urls_widget
+], class_names=["container", "image_4", "container_custom_downlad"])
+factory.display(all_custom_box)
+
+# --- Save Button ---
+save_button = factory.create_button('Сохранить', class_name="button_save")
+factory.display(save_button)
+
+
+# ==================== OTHER FUNC ====================
+# Setup UI
+def setup_webui(change_webui_widget):
+    if 'SDW_UI' in os.environ:
+        UI = os.environ['SDW_UI']
+    else:
+        os.environ['SDW_UI'] = change_webui_widget
+        os.environ['SDW_OLD_UI'] = change_webui_widget
+
+    UI = os.getenv('SDW_UI')
+
+    if UI != change_webui_widget:
+        os.environ['SDW_UI'] = change_webui_widget
+
+
+# ============ 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',
+    'change_webui', 'detailed_download', 'controlnet',
+    'controlnet_num', 'commit_hash', '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, indent=2)
+
+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 hide_widgets():
+    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()
+
+def save_data(button):
+    save_settings()
+    setup_webui(change_webui_widget.value)
+    hide_widgets()
+
+load_settings()
+save_button.on_click(save_data)
+