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auto-cleaner_cn.py

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

downloading_cn.py

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+##~   WIDGET CODE | Special for SageMaker | BY: ANXETY   ~##
+
+import os
+import re
+import time
+import json
+import requests
+import subprocess
+from datetime import timedelta
+from subprocess import getoutput
+from urllib.parse import unquote
+from IPython.utils import capture
+from IPython.display import clear_output
+
+
+home_path = "/home/studio-lab-user" 
+root_path = "/home/studio-lab-user/content"
+webui_path = f"{root_path}/sdw"
+
+
+# ================ LIBRARIES V2 ================
+flag_file = f"{root_path}/libraries_installed.txt"
+
+if not os.path.exists(flag_file):
+    print("💿 安装文件需要一些时间:\n")
+
+    install_lib = {
+        "localtunnel": "npm install -g localtunnel",
+        # "cloudpickle": "pip install cloudpickle",
+        "insightface": "pip install insightface",
+        "xformers": "pip install xformers==0.0.23.post1 triton==2.1.0",
+        "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"
+    }
+
+    # Loop through libraries and execute install commands
+    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 manual installation steps for specific packages
+    with capture.capture_output() as cap:
+        # get_ipython().system(f'curl -sLo ~/content/new_tunnel https://github.com/DEX-1101/sd-webui-notebook/raw/main/res/new_tunnel')
+        # get_ipython().system(f'curl -sLo ~/.conda/envs/default/bin/cl https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64 && chmod +x ~/.conda/envs/default/bin/cl')
+        get_ipython().system(f'curl -sLO https://github.com/openziti/zrok/releases/download/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && tar -xzf zrok_0.4.23_linux_amd64.tar.gz -C ~/.conda/envs/default/bin && rm -f zrok_0.4.23_linux_amd64.tar.gz')
+    del cap
+
+    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()
+
+
+# ================= 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', 'temporary_files', 'detailed_download',
+    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',
+    'ngrok_token', 'zrok_token', 'commandline_arguments',
+    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'
+]
+
+locals().update({key: settings.get(key) for key in variables})
+
+
+# ================= OTHER =================
+try:
+    start_colab
+except:
+    start_colab = int(time.time())-5
+    
+# CONFIG DIR
+models_dir = f"{webui_path}/models/Stable-diffusion/"
+vaes_dir = f"{webui_path}/models/VAE/"
+embeddings_dir = f"{webui_path}/embeddings/"
+loras_dir = f"{webui_path}/models/Lora/"
+extensions_dir = f"{webui_path}/extensions/"
+control_dir = f"{webui_path}/models/ControlNet/"
+
+if temporary_files:
+    models_dir = f"{root_path}/tmp/tmp_models/"
+    vaes_dir = f"{root_path}/tmp/tmp_VAE/"
+    loras_dir = f"{root_path}/tmp/tmp_Lora/"
+    control_dir = f"{root_path}/tmp/tmp_ControlNet/"
+
+    get_ipython().system(f'mkdir -p {models_dir} {vaes_dir} {loras_dir} {control_dir}')
+
+
+## add tmp folder and init zrok
+fff = {"shell": True, "stdout": subprocess.DEVNULL, "stderr": subprocess.DEVNULL}
+
+## del tmp files
+subprocess.run(f"rm -rf {home_path}/.zrok", **fff) 
+subprocess.run(f"rm -rf {home_path}/tmp/* {home_path}/tmp", **fff)
+subprocess.run(f"rm -rf {root_path}/tmp/* {root_path}/tmp", **fff)
+subprocess.run(f"rm -rf {root_path}/tmp/tmp_models", **fff)
+subprocess.run(f"rm -rf {root_path}/tmp/tmp_VAE", **fff)
+subprocess.run(f"rm -rf {root_path}/tmp/tmp_Lora", **fff)
+subprocess.run(f"rm -rf {root_path}/tmp/tmp_ControlNet", **fff)
+
+if not temporary_files:
+    subprocess.run(f"rm -rf {webui_path}/models/Stable-diffusion/tmp_models", **fff)
+    subprocess.run(f"rm -rf {webui_path}/models/VAE/tmp_VAE", **fff)
+    subprocess.run(f"rm -rf {webui_path}/models/Lora/tmp_Lora", **fff)
+    subprocess.run(f"rm -rf {webui_path}/models/ControlNet/tmp_ControlNet", **fff)
+
+if temporary_files:
+    def clean_up_temp(root_path, webui_path):
+        return [
+            f"ln -vs {root_path}/tmp/tmp_models {webui_path}/models/Stable-diffusion/",
+            f"ln -vs {root_path}/tmp/tmp_VAE {webui_path}/models/VAE/",
+            f"ln -vs {root_path}/tmp/tmp_Lora {webui_path}/models/Lora/",
+            f"ln -vs {root_path}/tmp/tmp_ControlNet {webui_path}/models/ControlNet/"
+        ]
+
+    # Create symbolic links for temporary files
+    temp_links = clean_up_temp(root_path, webui_path)
+    for link_cmd in temp_links:
+        subprocess.run(link_cmd, **fff)
+
+# Additional manual installation steps for specific packages
+get_ipython().system(f'curl -sLo {root_path}/special/zrok.py https://huggingface.co/NagisaNao/sagemaker_special/resolve/main/special/zrok.py')
+get_ipython().system(f'curl -sLo {root_path}/special/zrun.py https://huggingface.co/NagisaNao/sagemaker_special/resolve/main/special/zrun.py')
+# my files
+get_ipython().system(f'curl -sLo {root_path}/special/zrok2.py https://huggingface.co/NagisaNao/sagemaker_special/resolve/main/special/zrok2.py')
+get_ipython().system(f'curl -sLo {root_path}/special/zrok3.py https://huggingface.co/NagisaNao/sagemaker_special/resolve/main/special/zrok3.py')
+
+
+
+# ================= MAIN CODE =================
+if not os.path.exists(webui_path):
+    start_install = int(time.time())
+    print("⌚ Распоковка Stable Diffusion...", end='')
+    with capture.capture_output() as cap:
+        get_ipython().system('aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/datasets/ai202388/g_sd/resolve/main/FULL_REPO1.zip -o repo.zip')
+        get_ipython().system('unzip -q -o repo.zip -d {webui_path}')
+        get_ipython().system('rm -rf repo.zip')
+
+        get_ipython().run_line_magic('cd', '{root_path}')
+        os.environ["SAFETENSORS_FAST_GPU"]='1'
+        os.environ["CUDA_MODULE_LOADING"]="LAZY"
+        os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3"
+        os.environ["PYTHONWARNINGS"] = "ignore"
+
+        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
+       
+    del cap
+    install_time = timedelta(seconds=time.time()-start_install)
+    print("\r🚀 Распаковка Завершена! За","%02d:%02d:%02d ⚡\n" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)
+else:
+    if not start_colab and os.path.exists(f"{webui_path}/static/colabTimer.txt"):
+        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
+    print("🚀 Все распакованно... Пропуск. ⚡")
+    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
+    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
+    print(f"⌚️ Вы проводите эту сессию в течение - \033[33m{time_since_start}\033[0m")
+
+
+## Changes extensions and WebUi
+if latest_webui or latest_exstensions:
+    action = "Обновление WebUI и Расширений" if latest_webui and latest_exstensions else ("Обновление WebUI" if latest_webui else "Обновление Расширений")
+    print(f"⌚️ {action}...", end='', flush=True)
+    with capture.capture_output() as cap:
+        get_ipython().system('git config --global user.email "you@example.com"')
+        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\'}')
+
+            # My Chinese friend, you broke the images again in the latest update... >W<'
+            get_ipython().run_line_magic('cd', '{webui_path}/extensions/Encrypt-Image')
+            get_ipython().system('git reset --hard 376358d8854472b9ea50e9fc8800367d1ca51137 # stable commit :3')
+    del cap
+    print(f"\r✨ {action} Завершено!")
+
+
+# === FIXING EXTENSIONS ===
+anxety_repos = "https://huggingface.co/NagisaNao/fast_repo/resolve/main"
+
+with capture.capture_output() as cap:
+    # --- Encrypt-Image ---
+    get_ipython().system("sed -i '9,37d' {webui_path}/extensions/Encrypt-Image/javascript/encrypt_images_info.js")
+
+    # --- Additional-Networks ---
+    get_ipython().system('wget -O {webui_path}/extensions/additional-networks/scripts/metadata_editor.py {anxety_repos}/extensions/Additional-Networks/fix/metadata_editor.py')
+del cap
+
+
+## Version switching
+if commit_hash:
+    print('⏳ Активация машины времени...', end="", flush=True)
+    with capture.capture_output() as cap:
+        get_ipython().run_line_magic('cd', '{webui_path}')
+        get_ipython().system('git config --global user.email "you@example.com"')
+        get_ipython().system('git config --global user.name "Your Name"')
+        get_ipython().system('git reset --hard {commit_hash}')
+    del cap
+    print(f"\r⌛️ Машина времени активированна! Текущий коммит: \033[34m{commit_hash}\033[0m")
+
+
+
+## Downloading model and stuff | oh yeah~ I'm starting to misunderstand my own code ( almost my own ;3 )
+print("📦 Скачивание моделей и прочего...", end='')
+model_list = {
+    "1.Anime (by XpucT) + INP": [
+        {"url": "https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2.safetensors", "name": "Anime_v2.safetensors"},
+        {"url": "https://huggingface.co/XpucT/Anime/resolve/main/Anime_v2-inpainting.safetensors", "name": "Anime_v2-inpainting.safetensors"}
+    ],
+    "2.BluMix [Anime] [V7] + INP": [
+        {"url": "https://civitai.com/api/download/models/361779", "name": "BluMix_v7.safetensors"},
+        {"url": "https://civitai.com/api/download/models/363850", "name": "BluMix_v7-inpainting.safetensors"}
+    ],
+    "3.Cetus-Mix [Anime] [V4] + INP": [
+        {"url": "https://civitai.com/api/download/models/130298", "name": "CetusMix_V4.safetensors"},
+        {"url": "https://civitai.com/api/download/models/139882", "name": "CetusMix_V4-inpainting.safetensors"}
+    ],
+    "4.Counterfeit [Anime] [V3] + INP": [
+        {"url": "https://civitai.com/api/download/models/125050", "name": "Counterfeit_V3.safetensors"},
+        {"url": "https://civitai.com/api/download/models/137911", "name": "Counterfeit_V3-inpainting.safetensors"}
+    ],
+    "5.CuteColor [Anime] [V3]": [
+        {"url": "https://civitai.com/api/download/models/138754", "name": "CuteColor_V3.safetensors"}
+    ],
+    "6.Dark-Sushi-Mix [Anime]": [
+        {"url": "https://civitai.com/api/download/models/101640", "name": "DarkSushiMix_2_5D.safetensors"},
+        {"url": "https://civitai.com/api/download/models/56071", "name": "DarkSushiMix_colorful.safetensors"}
+    ],
+    "7.Deliberate [Realism] [V6] + INP": [
+        {"url": "https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6.safetensors", "name": "Deliberate_v6.safetensors"},
+        {"url": "https://huggingface.co/XpucT/Deliberate/resolve/main/Deliberate_v6-inpainting.safetensors", "name": "Deliberate_v6-inpainting.safetensors"}
+    ],
+    "8.Meina-Mix [Anime] [V11] + INP": [
+        {"url": "https://civitai.com/api/download/models/119057", "name": "MeinaMix_V11.safetensors"},
+        {"url": "https://civitai.com/api/download/models/120702", "name": "MeinaMix_V11-inpainting.safetensors"}
+    ],
+    "9.Mix-Pro [Anime] [V4] + INP": [
+        {"url": "https://civitai.com/api/download/models/125668", "name": "MixPro_V4.safetensors"},
+        {"url": "https://civitai.com/api/download/models/139878", "name": "MixPro_V4-inpainting.safetensors"}
+    ]
+}
+
+# 1-4 (fp16/cleaned)
+vae_list = {
+    "1.Anime.vae": [
+        {"url": "https://civitai.com/api/download/models/131654", "name": "Anime.vae.safetensors"},
+        {"url": "https://civitai.com/api/download/models/131658", "name": "vae-ft-mse.vae.safetensors"}
+    ],
+    "2.Anything.vae": [{"url": "https://civitai.com/api/download/models/131656", "name": "Anything.vae.safetensors"}],
+    "3.Blessed2.vae": [{"url": "https://civitai.com/api/download/models/142467", "name": "Blessed2.vae.safetensors"}],
+    "4.ClearVae.vae": [{"url": "https://civitai.com/api/download/models/133362", "name": "ClearVae_23.vae.safetensors"}],
+    "5.WD.vae": [{"url": "https://huggingface.co/NoCrypt/resources/resolve/main/VAE/wd.vae.safetensors", "name": "WD.vae.safetensors"}]
+}
+
+controlnet_list = {
+    "1.canny": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny_fp16.safetensors", "name": "control_v11p_sd15_canny_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_canny_fp16.yaml", "name": "control_v11p_sd15_canny_fp16.yaml"}
+    ],
+    "2.openpose": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose_fp16.safetensors", "name": "control_v11p_sd15_openpose_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_openpose_fp16.yaml", "name": "control_v11p_sd15_openpose_fp16.yaml"}
+    ],
+    "3.depth": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors", "name": "control_v11f1p_sd15_depth_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1p_sd15_depth_fp16.yaml", "name": "control_v11f1p_sd15_depth_fp16.yaml"},
+        {"url": "https://huggingface.co/NagisaNao/models/resolve/main/ControlNet_v11/control_v11p_sd15_depth_anything_fp16.safetensors", "name": "control_v11p_sd15_depth_anything_fp16.safetensors"}
+    ],
+    "4.normal_map": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors", "name": "control_v11p_sd15_normalbae_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_normalbae_fp16.yaml", "name": "control_v11p_sd15_normalbae_fp16.yaml"}
+    ],
+    "5.mlsd": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors", "name": "control_v11p_sd15_mlsd_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_mlsd_fp16.yaml", "name": "control_v11p_sd15_mlsd_fp16.yaml"}
+    ],
+    "6.lineart": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart_fp16.safetensors", "name": "control_v11p_sd15_lineart_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors", "name": "control_v11p_sd15s2_lineart_anime_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_lineart_fp16.yaml", "name": "control_v11p_sd15_lineart_fp16.yaml"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15s2_lineart_anime_fp16.yaml", "name": "control_v11p_sd15s2_lineart_anime_fp16.yaml"}
+    ],
+    "7.soft_edge": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge_fp16.safetensors", "name": "control_v11p_sd15_softedge_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_softedge_fp16.yaml", "name": "control_v11p_sd15_softedge_fp16.yaml"}
+    ],
+    "8.scribble": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble_fp16.safetensors", "name": "control_v11p_sd15_scribble_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_scribble_fp16.yaml", "name": "control_v11p_sd15_scribble_fp16.yaml"}
+    ],
+    "9.segmentation": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg_fp16.safetensors", "name": "control_v11p_sd15_seg_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_seg_fp16.yaml", "name": "control_v11p_sd15_seg_fp16.yaml"}
+    ],
+    "10.shuffle": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors", "name": "control_v11e_sd15_shuffle_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_shuffle_fp16.yaml", "name": "control_v11e_sd15_shuffle_fp16.yaml"}
+    ],
+    "11.tile": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile_fp16.safetensors", "name": "control_v11f1e_sd15_tile_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1e_sd15_tile_fp16.yaml", "name": "control_v11f1e_sd15_tile_fp16.yaml"}
+    ],
+    "12.inpaint": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors", "name": "control_v11p_sd15_inpaint_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_inpaint_fp16.yaml", "name": "control_v11p_sd15_inpaint_fp16.yaml"}
+    ],
+    "13.instruct_p2p": [
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors", "name": "control_v11e_sd15_ip2p_fp16.safetensors"},
+        {"url": "https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_ip2p_fp16.yaml", "name": "control_v11e_sd15_ip2p_fp16.yaml"}
+    ]
+}
+
+extension_repo = []
+prefixes = {
+    # It's complicated, but supplementing has become easier
+    "model": [models_dir, "Model_url"],
+    "vae": [vaes_dir, "Vae_url"],
+    "lora": [loras_dir, "LoRA_url"],
+    "embed": [embeddings_dir, "Embedding_url"],
+    "extension": [extensions_dir, "Extensions_url"],
+    "control": [control_dir, "ControlNet_url"]
+}
+
+get_ipython().system('mkdir -p {models_dir} {vaes_dir} {loras_dir} {embeddings_dir} {extensions_dir} {control_dir}')
+
+url = ""
+ControlNet_url = ""
+hf_token = optional_huggingface_token if optional_huggingface_token else "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"
+user_header = f"\"Authorization: Bearer {hf_token}\""
+
+''' main download code '''
+
+def handle_manual(url):
+    original_url = url
+    url = url.split(':', 1)[1]
+    file_name = re.search(r'\[(.*?)\]', url)
+    file_name = file_name.group(1) if file_name else None
+    if file_name:
+        url = re.sub(r'\[.*?\]', '', url)
+
+    for prefix, (dir, _) in prefixes.items():
+        if original_url.startswith(f"{prefix}:"):
+            if prefix != "extension":
+                manual_download(url, dir, file_name=file_name)
+            else:
+                extension_repo.append((url, file_name))
+
+def manual_download(url, dst_dir, file_name):
+    basename = url.split("/")[-1] if file_name is None else file_name
+    header_option = f"--header={user_header}"
+
+    print("\033[32m---"*45 + f"\n\033[33mURL: \033[34m{url}\n\033[33mSAVE DIR: \033[34m{dst_dir}\n\033[33mFILE NAME: \033[34m{file_name}\033[32m\n~~~\033[0m")
+
+    # I do it at my own risk..... Fucking CivitAi >:(
+    civitai_token = "62c0c5956b2f9defbd844d754000180b"
+    if 'civitai' in url and civitai_token:
+        url = f"{url}?token={civitai_token}"
+
+    # -- GDrive --
+    if 'drive.google' in url:
+        if 'folders' in url:
+            get_ipython().system('gdown --folder "{url}" -O {dst_dir} --fuzzy -c')
+        else:
+            if file_name:
+               get_ipython().system('gdown "{url}" -O {dst_dir}/{file_name} --fuzzy -c')
+            else:
+               get_ipython().system('gdown "{url}" -O {dst_dir} --fuzzy -c')
+    # -- Huggin Face --
+    elif 'huggingface' in url:
+        if '/blob/' in url:
+            url = url.replace('/blob/', '/resolve/')
+        if file_name:
+            get_ipython().system('aria2c {header_option} --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -c -j5 -x16 -s16 -k1M -d {dst_dir} -o {basename} {url}')
+        else:
+            parsed_link = f'\n{url}\n\tout={unquote(url.split("/")[-1])}'
+            get_ipython().system('echo -e "{parsed_link}" | aria2c {header_option} --console-log-level=error --summary-interval=10 -i- -j5 -x16 -s16 -k1M -c -d "{dst_dir}" -o {basename}')
+    # -- Other --
+    elif 'http' in url or 'magnet' in url:
+        if file_name:
+            get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -o {file_name} {url}')
+        else:
+            parsed_link = '"{}"'.format(url)
+            get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {dst_dir} -Z {parsed_link}')
+
+def download(url):
+    links_and_paths = url.split(',')
+
+    for link_or_path in links_and_paths:
+        link_or_path = link_or_path.strip()
+        if not link_or_path:
+            continue
+        if any(link_or_path.startswith(prefix.lower()) for prefix in prefixes):
+            handle_manual(link_or_path)
+            continue
+
+        url, dst_dir, file_name = link_or_path.split()
+        manual_download(url, dst_dir, file_name)
+
+''' submodels - added urls '''
+
+submodels = []
+
+def add_submodels(selection, num_selection, model_dict, dst_dir):
+    if selection == "none":
+        return []
+    if selection == "ALL":
+        all_models = []
+        for models in model_dict.values():
+            all_models.extend(models)
+        selected_models = all_models
+    else:
+        selected_models = model_dict[selection]
+        selected_nums = map(int, num_selection.replace(',', '').split())
+
+        for num in selected_nums:
+            if 1 <= num <= len(model_dict):
+                name = list(model_dict)[num - 1]
+                selected_models.extend(model_dict[name])
+
+    unique_models = list({model['name']: model for model in selected_models}.values())
+
+    for model in unique_models:
+        model['dst_dir'] = dst_dir
+
+    return unique_models
+
+submodels += add_submodels(Model, Model_Num, model_list, models_dir)                                                   # model
+submodels += add_submodels(Vae, Vae_Num, vae_list, vaes_dir)                                                           # vae
+submodels += add_submodels(controlnet, "" if controlnet == "ALL" else controlnet_Num, controlnet_list, control_dir)    # controlnet
+
+for submodel in submodels:
+    if not Inpainting_Model and "inpainting" in submodel['name']:
+        continue
+    url += f"{submodel['url']} {submodel['dst_dir']} {submodel['name']}, "
+
+''' file.txt - added urls '''
+
+unique_urls = []
+
+def process_file_download(file_url):
+    if file_url.startswith("http"):
+        if "blob" in file_url:
+            file_url = file_url.replace("blob", "raw")
+        response = requests.get(file_url)
+        lines = response.text.split('\n')
+    else:
+        with open(file_url, 'r') as file:
+            lines = file.readlines()
+
+    current_tag = None
+    for line in lines:
+        if any(f'# {tag}' in line.lower() for tag in prefixes):
+            current_tag = next((tag for tag in prefixes if tag in line.lower()))
+
+        urls = [url.strip() for url in line.split(',')]
+        for url in urls:
+            if url.startswith("http") and url not in unique_urls:
+                globals()[prefixes[current_tag][1]] += ", " + url
+                unique_urls.append(url)
+
+# fix all possible errors/options and function call
+if custom_file_urls:
+    for custom_file_url in custom_file_urls.replace(',', '').split():
+        if not custom_file_url.endswith('.txt'):
+            custom_file_url += '.txt'
+        if not custom_file_url.startswith('http'):
+            if not custom_file_url.startswith(root_path):
+                custom_file_url = f'{root_path}/{custom_file_url}'
+
+        try:
+            process_file_download(custom_file_url)
+        except FileNotFoundError:
+            pass
+
+# url prefixing
+urls = [globals()[urls[1]] for urls in prefixes.values()]
+for i, prefix in enumerate(prefixes):
+    if urls[i]:
+        prefixed_urls = [f"{prefix}:{url}" for url in urls[i].replace(',', '').split()]
+        if prefixed_urls:
+            url += ", ".join(prefixed_urls) + ", "
+
+if detailed_download == "on":
+    print("\n\n\033[33m# ====== Подробная Загрузка ====== #\n\033[0m")
+    download(url)
+    print("\n\033[33m# =============================== #\n\033[0m")
+else:
+    with capture.capture_output() as cap:
+        download(url)
+    del cap
+
+print("\r🏁 Скачивание Завершено!" + " "*15)
+
+
+# Cleaning shit after downloading...
+get_ipython().system('find {webui_path} \\( -type d \\( -name ".ipynb_checkpoints" -o -name ".aria2" \\) -o -type f -name "*.aria2" \\) -exec rm -r {{}} \\; >/dev/null 2>&1')
+
+
+## Install of Custom extensions
+if len(extension_repo) > 0:
+    print("✨ Устанвока кастомных расширений...", end='', flush=True)
+    with capture.capture_output() as cap:
+        for repo, repo_name in extension_repo:
+            if not repo_name:
+                repo_name = repo.split('/')[-1]
+            get_ipython().system('cd {extensions_dir}                  && git clone {repo} {repo_name}                  && cd {repo_name}                  && git fetch')
+    del cap
+    print(f"\r📦 Установлено '{len(extension_repo)}', Кастомных расширений!")
+
+
+## List Models and stuff
+if detailed_download == "off":
+    print("\n\n\033[33mЕсли вы не видете каких-то скаченных файлов, включите в виджетах функцию 'Подробная Загрузка'.")
+
+if any(not file.endswith('.txt') for file in os.listdir(models_dir)):
+    print("\n\033[33m➤ Models\033[0m")
+    get_ipython().system("find {models_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'")
+if any(not file.endswith('.txt') for file in os.listdir(vaes_dir)):
+    print("\n\033[33m➤ VAEs\033[0m")
+    get_ipython().system("find {vaes_dir}/ -mindepth 1 ! -name '*.txt' -printf '%f\\n'")
+if any(not file.endswith('.txt') and not os.path.isdir(os.path.join(embeddings_dir, file)) for file in os.listdir(embeddings_dir)):
+    print("\n\033[33m➤ Embeddings\033[0m")
+    get_ipython().system("find {embeddings_dir}/ -mindepth 1 -maxdepth 1 \\( -name '*.pt' -or -name '*.safetensors' \\) -printf '%f\\n'")
+if any(not file.endswith('.txt') for file in os.listdir(loras_dir)):
+    print("\n\033[33m➤ LoRAs\033[0m")
+    get_ipython().system("find {loras_dir}/ -mindepth 1 ! -name '*.keep' -printf '%f\\n'")
+print(f"\n\033[33m➤ Extensions\033[0m")
+get_ipython().system("find {extensions_dir}/ -mindepth 1 -maxdepth 1 ! -name '*.txt' -printf '%f\\n'")
+if any(not file.endswith(('.txt', '.yaml')) for file in os.listdir(control_dir)):
+    print("\n\033[33m➤ ControlNet\033[0m")
+    get_ipython().system("find {control_dir}/ -mindepth 1 ! -name '*.yaml' -printf '%f\\n' | sed 's/^[^_]*_[^_]*_[^_]*_\\(.*\\)_fp16\\.safetensors$/\\1/'")
+
+
+# === OTHER ===
+# Downlaod discord tags UmiWildcards
+files_umi = [
+    "https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/200_pan_gen.txt",
+    "https://huggingface.co/NagisaNao/fast_repo/resolve/main/extensions/UmiWildacrd/discord/150_bra_gen.txt"
+]
+save_dir_path = f"{webui_path}/extensions/Umi-AI-Wildcards/wildcards/discord"
+
+with capture.capture_output() as cap:
+    for file in files_umi:
+        get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {save_dir_path} {file}')
+del cap
+
+
+# === CLEAR SAGEMAKER ===
+with capture.capture_output() as cap:
+    get_ipython().system('rm -rf ~/.conda/envs/studiolab-safemode')
+    get_ipython().system('rm -rf ~/.conda/envs/sagemaker-distribution')
+    get_ipython().system('rm -rf ~/.conda/pkgs/cache')
+    get_ipython().system('pip cache purge')
+    get_ipython().system('rm -rf ~/.cache')
+    get_ipython().system('conda clean -y --all')
+del cap

launch_cn.py

@@ -0,0 +1,53 @@
+##~   WIDGET CODE | Special for SageMaker | BY: ANXETY   ~##
+
+import os
+import re
+import time
+import json
+import requests
+from datetime import timedelta
+
+
+root_path = "/home/studio-lab-user/content"
+webui_path = f"{root_path}/sdw"
+
+
+def load_settings():
+    SETTINGS_FILE = f'{root_path}/settings.json'
+    if os.path.exists(SETTINGS_FILE):
+        with open(SETTINGS_FILE, 'r') as f:
+            settings = json.load(f)
+        return settings
+
+settings = load_settings()
+ngrok_token = settings['ngrok_token']
+zrok_token = settings['zrok_token']
+commandline_arguments = settings['commandline_arguments']
+
+
+# automatic fixing path V2
+get_ipython().system('sed -i \'s#"tagger_hf_cache_dir": ".*models/interrogators"#"tagger_hf_cache_dir": "{root_path}/sdw/models/interrogators"#\' {webui_path}/config.json')
+get_ipython().system('sed -i \'s#"additional_networks_extra_lora_path": ".*models/Lora/"#"additional_networks_extra_lora_path": "{root_path}/sdw/models/Lora/"#\' {webui_path}/config.json')
+# ---
+get_ipython().system('sed -i \'s/"sd_vae":.*/"sd_vae": "None",/; s/"sd_model_checkpoint":.*/"sd_model_checkpoint": "None",/; s/"sd_checkpoint_hash":.*/"sd_checkpoint_hash": "None",/\' {webui_path}/config.json')
+
+
+get_ipython().run_line_magic('cd', '{webui_path}')
+commandline_arguments += f" --port=1769"
+
+if ngrok_token or zrok_token:
+    if ngrok_token:
+        commandline_arguments += ' --ngrok ' + ngrok_token
+
+    if zrok_token:
+        get_ipython().system(f'python ~/content/special/zrok3.py {zrok_token} {commandline_arguments}')
+
+    else:
+        get_ipython().system(f'COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
+
+    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
+    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
+    print(f"\n⌚️ \033[0mВы проводите эту сессию в течение - \033[33m{time_since_start}\033[0m\n\n")
+    
+else:
+    print("Not found tokens: Zrok/Ngrok")

widgets_cn.py

@@ -0,0 +1,582 @@
+##~   WIDGET CODE | Special for SageMaker | BY: ANXETY   ~##
+
+import os
+import json
+import time
+import ipywidgets as widgets
+from ipywidgets import widgets, Layout, Label, Button, VBox, HBox
+from IPython.display import display, HTML, Javascript, clear_output
+
+
+root_path = "/home/studio-lab-user/content"
+webui_path = f"{root_path}/sdw"
+
+
+# ==================== 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
+
+## ---
+fix_heigh_img = "-810px"
+
+""" 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))
+# ---
+
+CSS = '''
+<style>
+/* General Styles */
+.header {
+    font-family: cursive;
+    font-size: 20px;
+    font-weight: bold;
+    color: #ff8cee;
+    margin-bottom: 15px;
+    user-select: none;
+    cursor: default;
+    display: inline-block;
+}
+
+hr {
+    border-color: grey;
+    background-color: grey;
+    opacity: 0.25;
+}
+
+a {
+  text-decoration: none;
+  color: inherit;
+}
+
+
+/* Container style */
+
+.container {
+    position: relative;
+    background-color: #232323;
+    width: 1080px;
+    padding: 10px 15px;
+    border-radius: 15px;
+    box-shadow: 0 0 50px rgba(0, 0, 0, 0.3);
+    margin-bottom: 5px;
+    overflow: hidden;
+}
+
+.container::after {
+    position: absolute;
+    top: 5px;
+    right: 10px;
+    content: "ANXETY";
+    font-weight: bold;
+    font-size: 24px;
+    color: rgba(0, 0, 0, 0.2);
+}
+
+/* background img */
+.container::before {
+  content: "";
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background-image: var(--img_background);
+  background-size: var(--img_scale);
+  background-repeat: var(--img_mode);
+  opacity: var(--img_opacity);
+  mix-blend-mode: screen;
+  pointer-events: none;
+  filter: blur(var(--img_blur));
+  z-index: -1;
+}
+
+.image_1::before {
+  background-position: var(--image_x) calc(-120px - var(--image_y));
+}
+.image_2::before {
+  background-position: var(--image_x) calc(-290px - var(--image_y));
+}
+.image_3::before {
+  background-position: var(--image_x) calc(-430px - var(--image_y));
+}
+.image_4::before {
+  background-position: var(--image_x) calc(var(--img_height_dif) - var(--image_y));
+}
+
+.container_custom_downlad {
+    height: 55px;
+    transition: all 0.5s;
+}
+
+.container_custom_downlad.expanded {
+    height: 270px;
+}
+
+
+/* Element text style */
+
+.widget-html,
+.widget-button,
+.widget-text label,
+.widget-checkbox label,
+.widget-dropdown label,
+.widget-dropdown select,
+.widget-text input[type="text"] {
+    font-family: cursive;
+    font-size: 14px;
+    color: white !important;
+    user-select: none;
+}
+
+.widget-text input[type="text"]::placeholder {
+    color: grey;
+}
+
+
+/* Input field styles */
+
+.widget-dropdown select,
+.widget-text input[type="text"] {
+    height: 30px;
+    background-color: var(--bg-field-color);
+    border: 1px solid #262626;
+    border-radius: 10px;
+    box-shadow: inset 0 0 5px rgba(0, 0, 0, 0.5);
+    transition: all 0.3s ease-in-out;
+    backdrop-filter: blur(var(--bg-field-blur-level));
+}
+
+.widget-dropdown select:focus,
+.widget-text input[type="text"]:focus {
+    border-color: #006ee5;
+}
+
+.widget-dropdown select:hover,
+.widget-text input[type="text"]:hover {
+    transform: scale(1.003);
+    background-color: var(--bg-field-color-hover);
+    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.5);
+}
+
+.widget-dropdown option {
+    background-color: #1c1c1c;
+}
+
+
+/* Slider Checkbox style */
+
+.widget-checkbox input[type="checkbox"] {
+    appearance: none;
+    position: relative;
+    top: 4px; /* Why is he taller?! */
+    width: 40px;
+    height: 20px;
+    border: none;
+    border-radius: 10px;
+    background-color: #20b2aa;
+    cursor: pointer;
+    box-shadow: inset 0 0 10px rgba(0, 0, 0, 0.3);
+    transition: background-color 0.3s ease;
+}
+.widget-checkbox input[type="checkbox"]:checked {
+    background-color: #2196F3;
+}
+
+.widget-checkbox input[type="checkbox"]:before {
+    content: '';
+    position: absolute;
+    top: 50%;
+    left: 3px;
+    width: 16px;
+    height: 16px;
+    border-radius: inherit;
+    background-color: white;
+    box-shadow: 0 0 8px rgba(0, 0, 0, 0.3);
+    transform: translateY(-50%);
+    transition: left 0.3s ease;
+}
+.widget-checkbox input[type="checkbox"]:checked:before {
+    left: 21px;
+}
+
+
+/* Button styles */
+
+.button_save {
+    font-size: 15px;
+    font-weight: bold;
+    width: 120px;
+    height: 35px;
+    border-radius: 15px;
+    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);
+    background-size: 200% 200%;
+    background-position: left bottom;
+    transition: background 0.5s ease-in-out, transform 0.3s ease;
+}
+
+.button_save:hover {
+    cursor: pointer;
+    background-image: radial-gradient(circle at top left, purple 10%, #93ac47 90%);
+    background-size: 200% 200%;
+    background-position: right bottom;
+    transform: translateY(1px);
+}
+
+.button_ngrok {
+    font-size: 12px;
+    height: 30px;
+    border-radius: 10px;
+    padding: 1px 12px;
+    background-image: radial-gradient(circle at top left, purple 10%, violet 90%);
+    background-size: 200% 200%;
+    background-position: left bottom;
+    transition: background 0.5s ease-in-out, transform 0.3s ease;
+    white-space: nowrap;
+}
+
+.button_ngrok:hover  {
+    cursor: pointer;
+    background-image: radial-gradient(circle at top left, purple 10%, #1D94BB 90%);
+    background-size: 200% 200%;
+    background-position: right bottom;
+    transform: translateY(1px);
+}
+
+.button_save:active,
+.button_ngrok:active {
+    filter: brightness(0.75) !important;
+}
+
+/* Removes ugly stroke from widget buttons. */
+.jupyter-widgets.lm-Widget:focus {
+    outline: none;
+}
+
+
+/* Popup style of `INFO` window */
+
+.info {
+    position: absolute;
+    top: -5px;
+    right: 95px;
+    color: grey;
+    font-family: cursive;
+    font-size: 14px;
+    font-weight: normal;
+    user-select: none;
+    pointer-events: none;
+    opacity: 0;
+    transition: opacity 0.3s ease-in-out;
+    display: inline-block;
+}
+
+.popup {
+    position: absolute;
+    top: 120px;
+    z-index: 999;
+    width: auto;
+    padding: 10px;
+    text-align: center;
+    background-color: rgba(255, 255, 255, 0.05);
+    backdrop-filter: blur(20px);
+    border: 1px solid rgba(255, 255, 255, 0.45);
+    border-radius: 8px;
+    box-shadow: 0 0 50px rgba(0, 0, 0, 0.5);
+    opacity: 0;
+    color: #fff;
+    font-size: 16px;
+    font-family: cursive;
+    user-select: none;
+    cursor: default;
+    pointer-events: none;
+    transform: rotate(-5deg);
+    transition: top 0.3s ease-in-out, opacity 0.3s ease-in-out, transform 0.3s ease-in-out;
+}
+
+.sample {
+    display: inline-block;
+    margin-top: 25px;
+    padding: 10px 100px;
+    background-color: rgba(255, 255, 255, 0.2);
+    color: #c6e2ff;
+    border: 2px solid rgba(255, 255, 255, 0.2);
+    border-radius: 8px;
+    box-shadow: 0 0 10px rgba(255, 255, 255, 0.2), inset 0 0 25px rgba(255, 255, 255, 0.2);
+}
+
+.info.showed {
+    opacity: 1;
+    pointer-events: auto;
+}
+
+.info:hover + .popup {
+    top: 35px;
+    opacity: 1;
+    pointer-events: initial;
+    transform: rotate(0deg);
+}
+
+
+/* Animation of elements */
+
+.container,
+.button_save {
+    animation-name: showedWidgets;
+    animation-duration: 1s;
+    animation-fill-mode: forwards;
+}
+
+.container.hide,
+.button_save.hide {
+    animation-name: hideWidgets;
+    animation-duration: 0.5s;
+    animation-fill-mode: forwards;
+}
+
+@keyframes showedWidgets {
+    0% {
+        transform: translate3d(-65%, 15%, 0) scale(0) rotate(15deg);
+        filter: blur(25px) grayscale(1) brightness(0.3);
+        opacity: 0;
+    }
+    100% {
+        transform: translate3d(0, 0, 0) scale(1) rotate(0deg);
+        filter: blur(0) grayscale(0) brightness(1);
+        opacity: 1;
+    }
+}
+
+@keyframes hideWidgets {
+    0% {
+        transform: translate3d(0, 0, 0) scale(1) rotate3d(1, 0, 0, 0deg);
+        filter: blur(0) grayscale(0) brightness(1);
+        opacity: 1;
+    }
+    100% {
+        transform: translate3d(0, 5%, 0) scale(0.9) rotate3d(1, 0, 0, 90deg);
+        filter: blur(15px) grayscale(1) brightness(0.5);
+        opacity: 0;
+    }
+}
+</style>
+
+<!-- TOGGLE 'CustomDL' SCRIPT -->
+<script>
+function toggleContainer() {
+    let downloadContainer = document.querySelector('.container_custom_downlad');
+    let info = document.querySelector('.info');
+
+    downloadContainer.classList.toggle('expanded');
+    info.classList.toggle('showed');
+}
+</script>
+'''
+
+display(HTML(CSS))
+# ==================== CSS JS ====================
+
+
+# ==================== WIDGETS ====================
+# --- global widgets ---
+style = {'description_width': 'initial'}
+layout = widgets.Layout(min_width='1047px')
+
+HR = widgets.HTML('<hr>')
+
+# --- MODEL ---
+model_header = widgets.HTML('<div class="header">Выбор Модели<div>')
+model_options = ['none',
+                 '1.Anime (by XpucT) + INP',
+                 '2.BluMix [Anime] [V7] + 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 = widgets.Dropdown(options=model_options, value='4.Counterfeit [Anime] [V3] + INP', description='Модель:', style=style, layout=layout)
+Model_Num_widget = widgets.Text(description='Номер Модели:', placeholder='Введите номера моделей для скачивания через запятую/пробел.', style=style, layout=layout)
+Inpainting_Model_widget = widgets.Checkbox(value=False, description='Inpainting Модели', style=style)
+
+''' Display Model'''
+all_model_box = widgets.VBox([model_header, Model_widget, Model_Num_widget, Inpainting_Model_widget]).add_class("container").add_class("image_1")
+display(all_model_box)
+
+# --- VAE ---
+vae_header = widgets.HTML('<div class="header" >Выбор VAE</div>')
+vae_options = ['none',
+               '1.Anime.vae',
+               '2.Anything.vae',
+               '3.Blessed2.vae',
+               '4.ClearVae.vae',
+               '5.WD.vae']
+Vae_widget = widgets.Dropdown(options=vae_options, value='3.Blessed2.vae', description='Vae:', style=style, layout=layout)
+Vae_Num_widget = widgets.Text(description='Номер Vae:', placeholder='Введите номера vae для скачивания через запятую/пробел.', style=style, layout=layout)
+
+''' Display Vae'''
+all_vae_box= widgets.VBox([vae_header, Vae_widget, Vae_Num_widget]).add_class("container").add_class("image_2")
+display(all_vae_box)
+
+# --- ADDITIONAL ---
+additional_header = widgets.HTML('<div class="header">Дополнительно</div>')
+latest_webui_widget = widgets.Checkbox(value=True, description='Обновить WebUI', style=style)
+latest_exstensions_widget = widgets.Checkbox(value=True, description='Обновить Расширения', style=style)
+temporary_files_widget = widgets.Checkbox(value=True, description='Временные Файлы', style=style)
+detailed_download_widget = widgets.Dropdown(options=['off', 'on'], value='off', description='Подробная Загрузка:', style=style)
+latest_changes_widget = HBox([latest_webui_widget, latest_exstensions_widget, temporary_files_widget, detailed_download_widget], layout=widgets.Layout(justify_content='space-between'))
+controlnet_options = ['none', 'ALL', '1.canny',
+                      '2.openpose', '3.depth',
+                      '4.normal_map', '5.mlsd',
+                      '6.lineart', '7.soft_edge',
+                      '8.scribble', '9.segmentation',
+                      '10.shuffle', '11.tile',
+                      '12.inpaint', '13.instruct_p2p']
+# ---
+controlnet_widget = widgets.Dropdown(options=controlnet_options, value='none', description='ControlNet:', style=style, layout=layout)
+controlnet_Num_widget = widgets.Text(description='Номер ControlNet:', placeholder='Введите номера моделей ControlNet для скачивания через запятую/пробел.', style=style, layout=layout)
+commit_hash_widget = widgets.Text(description='Commit Hash:', style=style, layout=layout)
+optional_huggingface_token_widget = widgets.Text(description='Токен HuggingFace:', style=style, layout=layout)
+ngrok_token_widget = widgets.Text(description='Токен Ngrok:', style=style, layout=widgets.Layout(width='1047px'))
+ngrock_button = widgets.HTML('<a href="https://dashboard.ngrok.com/get-started/your-authtoken" target="_blank">Получить Ngrok Токен</a>').add_class("button_ngrok")
+ngrok_widget = widgets.HBox([ngrok_token_widget, ngrock_button], style=style, layout=layout)
+zrok_token_widget = widgets.Text(description='Zrok Token:', style=style, layout=widgets.Layout(width='1047px'))
+zrok_button = widgets.HTML('<a href="https://colab.research.google.com/drive/1d2sjWDJi_GYBUavrHSuQyHTDuLy36WpU" target="_blank">Зарегать Zrok Токен</a>').add_class("button_ngrok")
+zrok_widget = widgets.HBox([zrok_token_widget, zrok_button], style=style, layout=layout)
+# ---
+commandline_arguments_options = "--listen --enable-insecure-extension-access --theme dark --no-half-vae --disable-console-progressbars --xformers"
+commandline_arguments_widget = widgets.Text(description='Аргументы:', value=commandline_arguments_options, style=style, layout=layout)
+
+''' Display Additional'''
+additional_widget_list = [additional_header, latest_changes_widget, HR, controlnet_widget, controlnet_Num_widget, commit_hash_widget, optional_huggingface_token_widget, ngrok_widget, zrok_widget, HR, commandline_arguments_widget]
+all_additional_box = widgets.VBox(additional_widget_list).add_class("container").add_class("image_3")
+display(all_additional_box)
+
+# --- CUSTOM DOWNLOAD ---
+custom_download_header_popup = widgets.HTML('''
+<style>
+/* Color */
+.sample_label {color: #dbafff;}
+.braces {color: #ffff00;}
+.extension {color: #eb934b;}
+.file_name {color: #ffffd8;}
+</style>
+
+<div class="header" style="cursor: pointer;" onclick="toggleContainer()">Кастомная Загрузка</div>
+<!-- PopUp window -->
+<div class="info" id="info_dl">INFO</div>
+<div class="popup">
+    Разделите несколько URL-адресов запятой/пробелом. Для <span class="file_name">пользовательского имени</span> файла/расширения укажите его через <span class="braces">[]</span>
+    после URL без пробелов.
+    <span style="color: #ff9999">Для файлов обязательно укажите</span> - <span class="extension">Расширение Файла.</span>
+    <div class="sample">
+        <span class="sample_label">Пример для Файла:</span>
+        https://civitai.com/api/download/models/229782<span class="braces">[</span><span class="file_name">Detailer</span><span class="extension">.safetensors</span><span class="braces">]</span>
+        <br>
+        <span class="sample_label">Пример для Расширения:</span>
+        https://github.com/hako-mikan/sd-webui-regional-prompter<span class="braces">[</span><span class="file_name">Regional-Prompter</span><span class="braces">]</span>
+    </div>
+</div>
+''')
+# ---
+Model_url_widget = widgets.Text(description='Model:', style=style, layout=layout)
+Vae_url_widget = widgets.Text(description='Vae:', style=style, layout=layout)
+LoRA_url_widget = widgets.Text(description='LoRa:', style=style, layout=layout)
+Embedding_url_widget = widgets.Text(description='Embedding:', style=style, layout=layout)
+Extensions_url_widget = widgets.Text(description='Extensions:', style=style, layout=layout)
+custom_file_urls_widget = widgets.Text(description='Файл (txt):', style=style, layout=layout)
+
+''' Display CustomDl'''
+all_custom_box = widgets.VBox([
+    custom_download_header_popup, Model_url_widget, Vae_url_widget, LoRA_url_widget, Embedding_url_widget, Extensions_url_widget, custom_file_urls_widget
+    ]).add_class("container").add_class("image_4").add_class("container_custom_downlad")
+display(all_custom_box)
+
+# --- Save Button ---
+save_button = widgets.Button(description='Сохранить').add_class("button_save")
+display(save_button)
+
+
+# ============ Load / Save - Settings V2 ============
+SETTINGS_FILE = f'{root_path}/settings.json'
+
+settings_keys = [
+    'Model', 'Model_Num', 'Inpainting_Model',
+    'Vae', 'Vae_Num',
+    'latest_webui', 'latest_exstensions', 'temporary_files', 'detailed_download',
+    'controlnet', 'controlnet_Num', 'commit_hash', 'optional_huggingface_token',
+    'ngrok_token', 'zrok_token', 'commandline_arguments',
+    'Model_url', 'Vae_url', 'LoRA_url', 'Embedding_url', 'Extensions_url', 'custom_file_urls'
+]
+
+def save_settings():
+    settings = {key: globals()[f"{key}_widget"].value for key in settings_keys}
+    with open(SETTINGS_FILE, 'w') as f:
+        json.dump(settings, f, 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 save_data(button):
+    save_settings()
+
+    # --- uhh - hide... ---
+    widgets_list = [all_model_box, all_vae_box, all_additional_box, all_custom_box, save_button]
+    for widget in widgets_list:
+        widget.add_class("hide")
+    time.sleep(0.5)
+
+    widgets.Widget.close_all()
+
+settings = load_settings()
+save_button.on_click(save_data)