bye-bye sagemaker

files_cells/notebooks/en/auto-cleaner_en.ipynb

@@ -19,14 +19,6 @@
       "source": [
         "##~ AutoCleaner V3.6 CODE | BY: ANXETY   ~##\n",
         "\n",
-        "# --change log--\n",
-        "\"\"\"\n",
-        "V3.6 | 13.03.24\n",
-        "Fixed selection window\n",
-        "Dynamic update of memory display\n",
-        "\"\"\"\n",
-        "\n",
-        "\n",
         "import os\n",
         "import time\n",
         "import ipywidgets as widgets\n",
@@ -39,8 +31,7 @@
         "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
         "    environments = {\n",
         "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
+        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\")\n",
         "    }\n",
         "\n",
         "    for env_var, (environment, path) in environments.items():\n",

files_cells/notebooks/en/downloading_en.ipynb

@@ -37,8 +37,7 @@
         "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
         "    environments = {\n",
         "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
+        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\")\n",
         "    }\n",
         "\n",
         "    for env_var, (environment, path) in environments.items():\n",
@@ -50,16 +49,6 @@
         "#  ----------------------------------------------\n",
         "\n",
         "\n",
-        "# === ONLY SAGEMAKER ===\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    print(\"Updating dependencies, may take some time...\")\n",
-        "    !pip install -q --upgrade torchsde\n",
-        "    !pip install -q --upgrade pip\n",
-        "    !pip install -q --upgrade psutil\n",
-        "\n",
-        "    clear_output()\n",
-        "\n",
-        "\n",
         "# ================ LIBRARIES V2 ================\n",
         "flag_file = f\"{root_path}/libraries_installed.txt\"\n",
         "\n",
@@ -81,16 +70,6 @@
         "        \"Kaggle\": {\n",
         "            \"xformers\": \"pip install -q xformers==0.0.23.post1 triton==2.1.0\",\n",
         "            \"torch\": \"pip install -q torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121\"\n",
-        "        },\n",
-        "        \"SageMaker Studio Lab\": {\n",
-        "            \"opencv\": \"pip install -q opencv-python-headless\",\n",
-        "            \"huggingface\": \"pip install -q huggingface-hub\",\n",
-        "            \"conda_update\": \"conda update -q -n base conda\",\n",
-        "            \"conda_aria2\": \"conda install -q -y aria2\",\n",
-        "            \"conda_glib\": \"conda install -q -y glib\",\n",
-        "            \"tensorflow\": \"pip install tensorflow\",\n",
-        "            \"xformers\": \"pip install -q xformers==0.0.23.post1 triton==2.1.0\",\n",
-        "            \"torch\": \"pip install -q torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121\"\n",
         "        }\n",
         "    }\n",
         "\n",
@@ -108,7 +87,6 @@
         "        !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/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && tar -xzf zrok_0.4.23_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.23_linux_amd64.tar.gz\n",
-        "        !wget -P /home/studio-lab-user https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/FULL_DELETED_NOTEBOOK.ipynb\n",
         "    del cap\n",
         "\n",
         "    clear_output()\n",
@@ -159,11 +137,6 @@
         "\n",
         "\n",
         "# ================= MAIN CODE =================\n",
-        "# --- Obsolescence warning ---\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    print(\"You are using the 'SageMaker' environment - this environment is outdated so many bugs will not be fixed and it will be cut in functionality. To save memory and/or to avoid bugs.\\n\\n\")\n",
-        "\n",
-        "\n",
         "if not os.path.exists(webui_path):\n",
         "    start_install = int(time.time())\n",
         "    print(\"⌚ Unpacking Stable Diffusion...\", end='')\n",
@@ -183,8 +156,6 @@
         "    install_time = timedelta(seconds=time.time()-start_install)\n",
         "    print(\"\\r🚀 Unpacking is complete! For\",\"%02d:%02d:%02d ⚡\\n\" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)\n",
         "else:\n",
-        "    if env == \"SageMaker Studio Lab\":\n",
-        "        !echo -n {start_colab} > {webui_path}/static/colabTimer.txt\n",
         "    print(\"🚀 All unpacked... Skip. ⚡\")\n",
         "    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
         "    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
@@ -207,10 +178,7 @@
         "\n",
         "        ## Update extensions\n",
         "        if latest_exstensions:\n",
-        "            if env != \"SageMaker Studio Lab\":\n",
-        "                !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
-        "            else:\n",
-        "                !{'for dir in /home/studio-lab-user/content/sdw/extensions/*/; do cd \\\"$dir\\\" && git fetch origin && git pull; done'}\n",
+        "            !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
         "\n",
         "            # My Chinese friend, you broke the images again in the latest update... >W<'\n",
         "            %cd {webui_path}/extensions/Encrypt-Image\n",
@@ -219,7 +187,7 @@
         "    print(f\"\\r✨ {action} Completed!\")\n",
         "\n",
         "\n",
-        "# === FIXING ERRORS ===\n",
+        "# === FIXING EXTENSIONS ===\n",
         "anxety_repos = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main\"\n",
         "\n",
         "with capture.capture_output() as cap:\n",
@@ -228,15 +196,6 @@
         "\n",
         "    # --- Additional-Networks ---\n",
         "    !wget -O {webui_path}/extensions/additional-networks/scripts/metadata_editor.py {anxety_repos}/extensions/Additional-Networks/fix/metadata_editor.py\n",
-        "\n",
-        "    # --= SageMaker =--\n",
-        "    if env == \"SageMaker Studio Lab\":\n",
-        "        with capture.capture_output() as cap:\n",
-        "            # --- SuperMerger Remove ---\n",
-        "            if os.path.exists(f\"{webui_path}/extensions/supermerger\"):\n",
-        "                !rm -rf {webui_path}/extensions/supermerger\n",
-        "            # --- Launch (Style) ---\n",
-        "            !wget -O {webui_path}/modules/styles.py {anxety_repos}/sagemaker/fixing/webui/styles.py\n",
         "del cap\n",
         "\n",
         "\n",
@@ -596,18 +555,7 @@
         "with capture.capture_output() as cap:\n",
         "    for file in files_umi:\n",
         "        !aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {save_dir_path} {file}\n",
-        "del cap\n",
-        "\n",
-        "\n",
-        "# === ONLY SAGEMAKER ===\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !rm -rf /home/studio-lab-user/.conda/envs/studiolab-safemode\n",
-        "        !rm -rf /home/studio-lab-user/.conda/envs/sagemaker-distribution\n",
-        "        !rm -rf /home/studio-lab-user/.conda/pkgs/cache\n",
-        "        !pip cache purge\n",
-        "        !rm -rf ~/.cache\n",
-        "    del cap"
+        "del cap"
       ],
       "metadata": {
         "id": "2lJmbqrs3Mu8"

files_cells/notebooks/en/launch_en.ipynb

@@ -37,8 +37,7 @@
         "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
         "    environments = {\n",
         "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
+        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\")\n",
         "    }\n",
         "\n",
         "    for env_var, (environment, path) in environments.items():\n",
@@ -63,31 +62,30 @@
         "\n",
         "\n",
         "# ======================== TUNNEL ========================\n",
-        "if env != \"SageMaker Studio Lab\":\n",
-        "    import cloudpickle as pickle\n",
-        "\n",
-        "    def get_public_ip(version='ipv4'):\n",
-        "        try:\n",
-        "            url = f'https://api64.ipify.org?format=json&{version}=true'\n",
-        "            response = requests.get(url)\n",
-        "            data = response.json()\n",
-        "            public_ip = data['ip']\n",
-        "            return public_ip\n",
-        "        except Exception as e:\n",
-        "            print(f\"Error getting public {version} address:\", e)\n",
-        "\n",
-        "    public_ipv4 = get_public_ip(version='ipv4')\n",
-        "\n",
-        "    tunnel_class = pickle.load(open(f\"{root_path}/new_tunnel\", \"rb\"), encoding=\"utf-8\")\n",
-        "    tunnel_port= 1769\n",
-        "    tunnel = tunnel_class(tunnel_port)\n",
-        "    tunnel.add_tunnel(command=\"cl tunnel --url localhost:{port}\", name=\"cl\", pattern=re.compile(r\"[\\w-]+\\.trycloudflare\\.com\"))\n",
-        "    tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
-        "\n",
-        "    ''' add zrok tunnel '''\n",
-        "    if zrok_token:\n",
-        "        !zrok enable {zrok_token} &> /dev/null\n",
-        "        tunnel.add_tunnel(command=\"zrok share public http://localhost:{port}/ --headless\", name=\"zrok\", pattern=re.compile(r\"[\\w-]+\\.share\\.zrok\\.io\"))\n",
+        "import cloudpickle as pickle\n",
+        "\n",
+        "def get_public_ip(version='ipv4'):\n",
+        "    try:\n",
+        "        url = f'https://api64.ipify.org?format=json&{version}=true'\n",
+        "        response = requests.get(url)\n",
+        "        data = response.json()\n",
+        "        public_ip = data['ip']\n",
+        "        return public_ip\n",
+        "    except Exception as e:\n",
+        "        print(f\"Error getting public {version} address:\", e)\n",
+        "\n",
+        "public_ipv4 = get_public_ip(version='ipv4')\n",
+        "\n",
+        "tunnel_class = pickle.load(open(f\"{root_path}/new_tunnel\", \"rb\"), encoding=\"utf-8\")\n",
+        "tunnel_port= 1769\n",
+        "tunnel = tunnel_class(tunnel_port)\n",
+        "tunnel.add_tunnel(command=\"cl tunnel --url localhost:{port}\", name=\"cl\", pattern=re.compile(r\"[\\w-]+\\.trycloudflare\\.com\"))\n",
+        "tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
+        "\n",
+        "''' add zrok tunnel '''\n",
+        "if zrok_token:\n",
+        "    get_ipython().system('zrok enable {zrok_token} &> /dev/null')\n",
+        "    tunnel.add_tunnel(command=\"zrok share public http://localhost:{port}/ --headless\", name=\"zrok\", pattern=re.compile(r\"[\\w-]+\\.share\\.zrok\\.io\"))\n",
         "# ======================== TUNNEL ========================\n",
         "\n",
         "\n",
@@ -98,36 +96,20 @@
         "!sed -i 's/\"sd_checkpoint_hash\": \".*\"/\"sd_checkpoint_hash\": \"\"/g; s/\"sd_model_checkpoint\": \".*\"/\"sd_model_checkpoint\": \"\"/g; s/\"sd_vae\": \".*\"/\"sd_vae\": \"None\"/g' {webui_path}/config.json\n",
         "\n",
         "\n",
-        "if env != \"SageMaker Studio Lab\":\n",
-        "    with tunnel:\n",
-        "        %cd {webui_path}\n",
-        "        commandline_arguments += f\" --port=1769\"\n",
+        "with tunnel:\n",
+        "    %cd {webui_path}\n",
+        "    commandline_arguments += f\" --port=1769\"\n",
         "\n",
-        "        if ngrok_token:\n",
-        "            commandline_arguments += ' --ngrok ' + ngrok_token\n",
-        "        if env != \"Google Colab\":\n",
-        "            commandline_arguments += f\" --encrypt-pass=1769\"\n",
-        "\n",
-        "        !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
-        "\n",
-        "        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "        print(f\"\\n⌚️ \\033[0mYou have been conducting this session for - \\033[33m{time_since_start}\\033[0m\\n\\n\")\n",
-        "\n",
-        "else:\n",
         "    if ngrok_token:\n",
-        "        %cd {webui_path}\n",
-        "\n",
         "        commandline_arguments += ' --ngrok ' + ngrok_token\n",
+        "    if env != \"Google Colab\":\n",
+        "        commandline_arguments += f\" --encrypt-pass=1769\"\n",
         "\n",
-        "        !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
-        "\n",
-        "        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "        print(f\"\\n⌚️ \\033[0mYou have been conducting this session for - \\033[33m{time_since_start}\\033[0m\\n\\n\")\n",
+        "    !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
         "\n",
-        "    else:\n",
-        "        print(\"Oops... I think you forgot to insert the token `ngrok`..... go back to widgets and insert it to start webui... no way without it :/\\nYou can get the token here:\\n\\nhttps://dashboard.ngrok.com/get-started/your-authtoken\")"
+        "    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\")"
       ]
     }
   ]

files_cells/notebooks/en/widgets_en.ipynb

@@ -32,8 +32,7 @@
         "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
         "    environments = {\n",
         "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
+        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\")\n",
         "    }\n",
         "\n",
         "    for env_var, (environment, path) in environments.items():\n",
@@ -71,8 +70,8 @@
         "blur_fields = args.blur_fields\n",
         "\n",
         "## ---\n",
-        "\"\"\" WTF COLAB - WHAT THE FUCK IS THE DIFFERENCE OF 35 PIXELS!?!?!? \"\"\"\n",
-        "fix_heigh_img = \"-810px\" if env != \"Google Colab\" else \"-775px\"\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",
@@ -532,8 +531,6 @@
         "additional_widget_list = [additional_header, latest_changes_widget, HR, controlnet_widget, controlnet_Num_widget, commit_hash_widget, optional_huggingface_token_widget, ngrok_widget, zrok_widget, HR, commandline_arguments_widget]\n",
         "if free_plan and env == \"Google Colab\": # remove ngrok from colab\n",
         "    additional_widget_list.remove(ngrok_widget)\n",
-        "if env == \"SageMaker Studio Lab\": # remove zrok from sagemaker\n",
-        "    additional_widget_list.remove(zrok_widget)\n",
         "# ```\n",
         "all_additional_box = widgets.VBox(additional_widget_list).add_class(\"container\").add_class(\"image_3\")\n",
         "display(all_additional_box)\n",

files_cells/notebooks/ru/auto-cleaner_ru.ipynb

@@ -19,14 +19,6 @@
       "source": [
         "##~ AutoCleaner V3.6 CODE | BY: ANXETY   ~##\n",
         "\n",
-        "# --change log--\n",
-        "\"\"\"\n",
-        "V3.6 | 13.03.24\n",
-        "Fixed selection window\n",
-        "Dynamic update of memory display\n",
-        "\"\"\"\n",
-        "\n",
-        "\n",
         "import os\n",
         "import time\n",
         "import ipywidgets as widgets\n",
@@ -39,8 +31,7 @@
         "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
         "    environments = {\n",
         "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
+        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\")\n",
         "    }\n",
         "\n",
         "    for env_var, (environment, path) in environments.items():\n",

files_cells/notebooks/ru/downloading_ru.ipynb

@@ -37,8 +37,7 @@
         "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
         "    environments = {\n",
         "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
+        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\")\n",
         "    }\n",
         "\n",
         "    for env_var, (environment, path) in environments.items():\n",
@@ -50,16 +49,6 @@
         "#  ----------------------------------------------\n",
         "\n",
         "\n",
-        "# === ONLY SAGEMAKER ===\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    print(\"Обновление зависимостей, может занять некоторое время:\")\n",
-        "    !pip install -q --upgrade torchsde\n",
-        "    !pip install -q --upgrade pip\n",
-        "    !pip install -q --upgrade psutil\n",
-        "\n",
-        "    clear_output()\n",
-        "\n",
-        "\n",
         "# ================ LIBRARIES V2 ================\n",
         "flag_file = f\"{root_path}/libraries_installed.txt\"\n",
         "\n",
@@ -81,16 +70,6 @@
         "        \"Kaggle\": {\n",
         "            \"xformers\": \"pip install -q xformers==0.0.23.post1 triton==2.1.0\",\n",
         "            \"torch\": \"pip install -q torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121\"\n",
-        "        },\n",
-        "        \"SageMaker Studio Lab\": {\n",
-        "            \"opencv\": \"pip install -q opencv-python-headless\",\n",
-        "            \"huggingface\": \"pip install -q huggingface-hub\",\n",
-        "            \"conda_update\": \"conda update -q -n base conda\",\n",
-        "            \"conda_aria2\": \"conda install -q -y aria2\",\n",
-        "            \"conda_glib\": \"conda install -q -y glib\",\n",
-        "            \"tensorflow\": \"pip install tensorflow\",\n",
-        "            \"xformers\": \"pip install -q xformers==0.0.23.post1 triton==2.1.0\",\n",
-        "            \"torch\": \"pip install -q torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121\"\n",
         "        }\n",
         "    }\n",
         "\n",
@@ -108,7 +87,6 @@
         "        !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/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && tar -xzf zrok_0.4.23_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.23_linux_amd64.tar.gz\n",
-        "        !wget -P /home/studio-lab-user https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/FULL_DELETED_NOTEBOOK.ipynb\n",
         "    del cap\n",
         "\n",
         "    clear_output()\n",
@@ -159,11 +137,6 @@
         "\n",
         "\n",
         "# ================= MAIN CODE =================\n",
-        "# --- Obsolescence warning ---\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    print(\"Вы используете среду 'SageMaker' - эта среда устарела, поэтому многие ошибки не будут исправлены, а ее функциональность будет урезана. Для экономии памяти и/или во избежание ошибок.\\n\\n\")\n",
-        "\n",
-        "\n",
         "if not os.path.exists(webui_path):\n",
         "    start_install = int(time.time())\n",
         "    print(\"⌚ Распоковка Stable Diffusion...\", end='')\n",
@@ -183,8 +156,6 @@
         "    install_time = timedelta(seconds=time.time()-start_install)\n",
         "    print(\"\\r🚀 Распаковка Завершена! За\",\"%02d:%02d:%02d ⚡\\n\" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)\n",
         "else:\n",
-        "    if env == \"SageMaker Studio Lab\":\n",
-        "        !echo -n {start_colab} > {webui_path}/static/colabTimer.txt\n",
         "    print(\"🚀 Все распакованно... Пропуск. ⚡\")\n",
         "    start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
         "    time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
@@ -207,10 +178,7 @@
         "\n",
         "        ## Update extensions\n",
         "        if latest_exstensions:\n",
-        "            if env != \"SageMaker Studio Lab\":\n",
-        "                !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
-        "            else:\n",
-        "                !{'for dir in /home/studio-lab-user/content/sdw/extensions/*/; do cd \\\"$dir\\\" && git fetch origin && git pull; done'}\n",
+        "            !{'for dir in ' + webui_path + '/extensions/*/; do cd \\\"$dir\\\" && git reset --hard && git pull; done'}\n",
         "\n",
         "            # My Chinese friend, you broke the images again in the latest update... >W<'\n",
         "            %cd {webui_path}/extensions/Encrypt-Image\n",
@@ -219,7 +187,7 @@
         "    print(f\"\\r✨ {action} Завершено!\")\n",
         "\n",
         "\n",
-        "# === FIXING ERRORS ===\n",
+        "# === FIXING EXTENSIONS ===\n",
         "anxety_repos = \"https://huggingface.co/NagisaNao/fast_repo/resolve/main\"\n",
         "\n",
         "with capture.capture_output() as cap:\n",
@@ -228,15 +196,6 @@
         "\n",
         "    # --- Additional-Networks ---\n",
         "    !wget -O {webui_path}/extensions/additional-networks/scripts/metadata_editor.py {anxety_repos}/extensions/Additional-Networks/fix/metadata_editor.py\n",
-        "\n",
-        "    # --= SageMaker =--\n",
-        "    if env == \"SageMaker Studio Lab\":\n",
-        "        with capture.capture_output() as cap:\n",
-        "            # --- SuperMerger Remove ---\n",
-        "            if os.path.exists(f\"{webui_path}/extensions/supermerger\"):\n",
-        "                !rm -rf {webui_path}/extensions/supermerger\n",
-        "            # --- Launch (Style) ---\n",
-        "            !wget -O {webui_path}/modules/styles.py {anxety_repos}/sagemaker/fixing/webui/styles.py\n",
         "del cap\n",
         "\n",
         "\n",
@@ -596,18 +555,7 @@
         "with capture.capture_output() as cap:\n",
         "    for file in files_umi:\n",
         "        !aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {save_dir_path} {file}\n",
-        "del cap\n",
-        "\n",
-        "\n",
-        "# === ONLY SAGEMAKER ===\n",
-        "if env == \"SageMaker Studio Lab\":\n",
-        "    with capture.capture_output() as cap:\n",
-        "        !rm -rf /home/studio-lab-user/.conda/envs/studiolab-safemode\n",
-        "        !rm -rf /home/studio-lab-user/.conda/envs/sagemaker-distribution\n",
-        "        !rm -rf /home/studio-lab-user/.conda/pkgs/cache\n",
-        "        !pip cache purge\n",
-        "        !rm -rf ~/.cache\n",
-        "    del cap"
+        "del cap"
       ],
       "metadata": {
         "id": "2lJmbqrs3Mu8"

files_cells/notebooks/ru/launch_ru.ipynb

@@ -37,8 +37,7 @@
         "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
         "    environments = {\n",
         "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
+        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\")\n",
         "    }\n",
         "\n",
         "    for env_var, (environment, path) in environments.items():\n",
@@ -63,31 +62,30 @@
         "\n",
         "\n",
         "# ======================== TUNNEL ========================\n",
-        "if env != \"SageMaker Studio Lab\":\n",
-        "    import cloudpickle as pickle\n",
-        "\n",
-        "    def get_public_ip(version='ipv4'):\n",
-        "        try:\n",
-        "            url = f'https://api64.ipify.org?format=json&{version}=true'\n",
-        "            response = requests.get(url)\n",
-        "            data = response.json()\n",
-        "            public_ip = data['ip']\n",
-        "            return public_ip\n",
-        "        except Exception as e:\n",
-        "            print(f\"Error getting public {version} address:\", e)\n",
-        "\n",
-        "    public_ipv4 = get_public_ip(version='ipv4')\n",
-        "\n",
-        "    tunnel_class = pickle.load(open(f\"{root_path}/new_tunnel\", \"rb\"), encoding=\"utf-8\")\n",
-        "    tunnel_port= 1769\n",
-        "    tunnel = tunnel_class(tunnel_port)\n",
-        "    tunnel.add_tunnel(command=\"cl tunnel --url localhost:{port}\", name=\"cl\", pattern=re.compile(r\"[\\w-]+\\.trycloudflare\\.com\"))\n",
-        "    tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
-        "\n",
-        "    ''' add zrok tunnel '''\n",
-        "    if zrok_token:\n",
-        "        get_ipython().system('zrok enable {zrok_token} &> /dev/null')\n",
-        "        tunnel.add_tunnel(command=\"zrok share public http://localhost:{port}/ --headless\", name=\"zrok\", pattern=re.compile(r\"[\\w-]+\\.share\\.zrok\\.io\"))\n",
+        "import cloudpickle as pickle\n",
+        "\n",
+        "def get_public_ip(version='ipv4'):\n",
+        "    try:\n",
+        "        url = f'https://api64.ipify.org?format=json&{version}=true'\n",
+        "        response = requests.get(url)\n",
+        "        data = response.json()\n",
+        "        public_ip = data['ip']\n",
+        "        return public_ip\n",
+        "    except Exception as e:\n",
+        "        print(f\"Error getting public {version} address:\", e)\n",
+        "\n",
+        "public_ipv4 = get_public_ip(version='ipv4')\n",
+        "\n",
+        "tunnel_class = pickle.load(open(f\"{root_path}/new_tunnel\", \"rb\"), encoding=\"utf-8\")\n",
+        "tunnel_port= 1769\n",
+        "tunnel = tunnel_class(tunnel_port)\n",
+        "tunnel.add_tunnel(command=\"cl tunnel --url localhost:{port}\", name=\"cl\", pattern=re.compile(r\"[\\w-]+\\.trycloudflare\\.com\"))\n",
+        "tunnel.add_tunnel(command=\"lt --port {port}\", name=\"lt\", pattern=re.compile(r\"[\\w-]+\\.loca\\.lt\"), note=\"Password : \" + \"\\033[32m\" + public_ipv4 + \"\\033[0m\" + \" rerun cell if 404 error.\")\n",
+        "\n",
+        "''' add zrok tunnel '''\n",
+        "if zrok_token:\n",
+        "    get_ipython().system('zrok enable {zrok_token} &> /dev/null')\n",
+        "    tunnel.add_tunnel(command=\"zrok share public http://localhost:{port}/ --headless\", name=\"zrok\", pattern=re.compile(r\"[\\w-]+\\.share\\.zrok\\.io\"))\n",
         "# ======================== TUNNEL ========================\n",
         "\n",
         "\n",
@@ -98,36 +96,20 @@
         "!sed -i 's/\"sd_checkpoint_hash\": \".*\"/\"sd_checkpoint_hash\": \"\"/g; s/\"sd_model_checkpoint\": \".*\"/\"sd_model_checkpoint\": \"\"/g; s/\"sd_vae\": \".*\"/\"sd_vae\": \"None\"/g' {webui_path}/config.json\n",
         "\n",
         "\n",
-        "if env != \"SageMaker Studio Lab\":\n",
-        "    with tunnel:\n",
-        "        %cd {webui_path}\n",
-        "        commandline_arguments += f\" --port=1769\"\n",
+        "with tunnel:\n",
+        "    %cd {webui_path}\n",
+        "    commandline_arguments += f\" --port=1769\"\n",
         "\n",
-        "        if ngrok_token:\n",
-        "            commandline_arguments += ' --ngrok ' + ngrok_token\n",
-        "        if env != \"Google Colab\":\n",
-        "            commandline_arguments += f\" --encrypt-pass=1769\"\n",
-        "\n",
-        "        !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
-        "\n",
-        "        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "        print(f\"\\n⌚️ \\033[0mВы проводите эту сессию в течение - \\033[33m{time_since_start}\\033[0m\\n\\n\")\n",
-        "\n",
-        "else:\n",
         "    if ngrok_token:\n",
-        "        %cd {webui_path}\n",
-        "\n",
         "        commandline_arguments += ' --ngrok ' + ngrok_token\n",
+        "    if env != \"Google Colab\":\n",
+        "        commandline_arguments += f\" --encrypt-pass=1769\"\n",
         "\n",
-        "        !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
-        "\n",
-        "        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())\n",
-        "        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]\n",
-        "        print(f\"\\n⌚️ \\033[0mВы проводите эту сессию в течение - \\033[33m{time_since_start}\\033[0m\\n\\n\")\n",
+        "    !COMMANDLINE_ARGS=\"{commandline_arguments}\" python launch.py\n",
         "\n",
-        "    else:\n",
-        "        print(\"Упс... Я думаю, вы забыли вставить токен `ngrok`..... вернитесь к виджетам и вставьте его, чтобы запустить webui... без него никак :/\\nВы можете получить токен здесь:\\n\\nhttps://dashboard.ngrok.com/get-started/your-authtoken\")"
+        "    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\")"
       ]
     }
   ]

files_cells/notebooks/ru/widgets_ru.ipynb

@@ -32,8 +32,7 @@
         "    free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)\n",
         "    environments = {\n",
         "        'COLAB_GPU': ('Google Colab', \"/root\" if free_plan else \"/content\"),\n",
-        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\"),\n",
-        "        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', \"/home/studio-lab-user/content\")\n",
+        "        'KAGGLE_URL_BASE': ('Kaggle', \"/kaggle/working/content\")\n",
         "    }\n",
         "\n",
         "    for env_var, (environment, path) in environments.items():\n",
@@ -71,8 +70,8 @@
         "blur_fields = args.blur_fields\n",
         "\n",
         "## ---\n",
-        "\"\"\" WTF COLAB - WHAT THE FUCK IS THE DIFFERENCE OF 35 PIXELS!?!?!? \"\"\"\n",
-        "fix_heigh_img = \"-810px\" if env != \"Google Colab\" else \"-775px\"\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",
@@ -532,8 +531,6 @@
         "additional_widget_list = [additional_header, latest_changes_widget, HR, controlnet_widget, controlnet_Num_widget, commit_hash_widget, optional_huggingface_token_widget, ngrok_widget, zrok_widget, HR, commandline_arguments_widget]\n",
         "if free_plan and env == \"Google Colab\": # remove ngrok from colab\n",
         "    additional_widget_list.remove(ngrok_widget)\n",
-        "if env == \"SageMaker Studio Lab\": # remove zrok from sagemaker\n",
-        "    additional_widget_list.remove(zrok_widget)\n",
         "# ```\n",
         "all_additional_box = widgets.VBox(additional_widget_list).add_class(\"container\").add_class(\"image_3\")\n",
         "display(all_additional_box)\n",

files_cells/python/en/auto-cleaner_en.py

@@ -1,13 +1,5 @@
 ##~ AutoCleaner V3.6 CODE | BY: ANXETY   ~##
 
-# --change log--
-"""
-V3.6 | 13.03.24
-Fixed selection window
-Dynamic update of memory display
-"""
-
-
 import os
 import time
 import ipywidgets as widgets
@@ -20,8 +12,7 @@ def detect_environment():
     free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
     environments = {
         'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
+        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content")
     }
 
     for env_var, (environment, path) in environments.items():

files_cells/python/en/downloading_en.py

@@ -18,8 +18,7 @@ def detect_environment():
     free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
     environments = {
         'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
+        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content")
     }
 
     for env_var, (environment, path) in environments.items():
@@ -31,16 +30,6 @@ webui_path = f"{root_path}/sdw"
 #  ----------------------------------------------
 
 
-# === ONLY SAGEMAKER ===
-if env == "SageMaker Studio Lab":
-    print("Updating dependencies, may take some time...")
-    get_ipython().system('pip install -q --upgrade torchsde')
-    get_ipython().system('pip install -q --upgrade pip')
-    get_ipython().system('pip install -q --upgrade psutil')
-
-    clear_output()
-
-
 # ================ LIBRARIES V2 ================
 flag_file = f"{root_path}/libraries_installed.txt"
 
@@ -62,16 +51,6 @@ if not os.path.exists(flag_file):
         "Kaggle": {
             "xformers": "pip install -q xformers==0.0.23.post1 triton==2.1.0",
             "torch": "pip install -q torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121"
-        },
-        "SageMaker Studio Lab": {
-            "opencv": "pip install -q opencv-python-headless",
-            "huggingface": "pip install -q huggingface-hub",
-            "conda_update": "conda update -q -n base conda",
-            "conda_aria2": "conda install -q -y aria2",
-            "conda_glib": "conda install -q -y glib",
-            "tensorflow": "pip install tensorflow",
-            "xformers": "pip install -q xformers==0.0.23.post1 triton==2.1.0",
-            "torch": "pip install -q torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121"
         }
     }
 
@@ -89,7 +68,6 @@ if not os.path.exists(flag_file):
         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/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && tar -xzf zrok_0.4.23_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.23_linux_amd64.tar.gz')
-        get_ipython().system('wget -P /home/studio-lab-user https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/FULL_DELETED_NOTEBOOK.ipynb')
     del cap
 
     clear_output()
@@ -140,11 +118,6 @@ control_dir = f"{webui_path}/models/ControlNet"
 
 
 # ================= MAIN CODE =================
-# --- Obsolescence warning ---
-if env == "SageMaker Studio Lab":
-    print("You are using the 'SageMaker' environment - this environment is outdated so many bugs will not be fixed and it will be cut in functionality. To save memory and/or to avoid bugs.\n\n")
-
-
 if not os.path.exists(webui_path):
     start_install = int(time.time())
     print("⌚ Unpacking Stable Diffusion...", end='')
@@ -164,8 +137,6 @@ if not os.path.exists(webui_path):
     install_time = timedelta(seconds=time.time()-start_install)
     print("\r🚀 Unpacking is complete! For","%02d:%02d:%02d ⚡\n" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)
 else:
-    if env == "SageMaker Studio Lab":
-        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
     print("🚀 All unpacked... Skip. ⚡")
     start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
     time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
@@ -188,10 +159,7 @@ if latest_webui or latest_exstensions:
 
         ## Update extensions
         if latest_exstensions:
-            if env != "SageMaker Studio Lab":
-                get_ipython().system('{\'for dir in \' + webui_path + \'/extensions/*/; do cd \\"$dir\\" && git reset --hard && git pull; done\'}')
-            else:
-                get_ipython().system('{\'for dir in /home/studio-lab-user/content/sdw/extensions/*/; do cd \\"$dir\\" && git fetch origin && git pull; done\'}')
+            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')
@@ -200,7 +168,7 @@ if latest_webui or latest_exstensions:
     print(f"\r✨ {action} Completed!")
 
 
-# === FIXING ERRORS ===
+# === FIXING EXTENSIONS ===
 anxety_repos = "https://huggingface.co/NagisaNao/fast_repo/resolve/main"
 
 with capture.capture_output() as cap:
@@ -209,15 +177,6 @@ with capture.capture_output() as cap:
 
     # --- 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')
-
-    # --= SageMaker =--
-    if env == "SageMaker Studio Lab":
-        with capture.capture_output() as cap:
-            # --- SuperMerger Remove ---
-            if os.path.exists(f"{webui_path}/extensions/supermerger"):
-                get_ipython().system('rm -rf {webui_path}/extensions/supermerger')
-            # --- Launch (Style) ---
-            get_ipython().system('wget -O {webui_path}/modules/styles.py {anxety_repos}/sagemaker/fixing/webui/styles.py')
 del cap
 
 
@@ -576,14 +535,3 @@ with capture.capture_output() as cap:
         get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {save_dir_path} {file}')
 del cap
 
-
-# === ONLY SAGEMAKER ===
-if env == "SageMaker Studio Lab":
-    with capture.capture_output() as cap:
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/envs/studiolab-safemode')
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/envs/sagemaker-distribution')
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/pkgs/cache')
-        get_ipython().system('pip cache purge')
-        get_ipython().system('rm -rf ~/.cache')
-    del cap
-

files_cells/python/en/launch_en.py

@@ -13,8 +13,7 @@ def detect_environment():
     free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
     environments = {
         'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
+        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content")
     }
 
     for env_var, (environment, path) in environments.items():
@@ -39,31 +38,30 @@ commandline_arguments = settings['commandline_arguments']
 
 
 # ======================== TUNNEL ========================
-if env != "SageMaker Studio Lab":
-    import cloudpickle as pickle
-
-    def get_public_ip(version='ipv4'):
-        try:
-            url = f'https://api64.ipify.org?format=json&{version}=true'
-            response = requests.get(url)
-            data = response.json()
-            public_ip = data['ip']
-            return public_ip
-        except Exception as e:
-            print(f"Error getting public {version} address:", e)
-
-    public_ipv4 = get_public_ip(version='ipv4')
-
-    tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-8")
-    tunnel_port= 1769
-    tunnel = tunnel_class(tunnel_port)
-    tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
-    tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
-
-    ''' add zrok tunnel '''
-    if zrok_token:
-        get_ipython().system('zrok enable {zrok_token} &> /dev/null')
-        tunnel.add_tunnel(command="zrok share public http://localhost:{port}/ --headless", name="zrok", pattern=re.compile(r"[\w-]+\.share\.zrok\.io"))
+import cloudpickle as pickle
+
+def get_public_ip(version='ipv4'):
+    try:
+        url = f'https://api64.ipify.org?format=json&{version}=true'
+        response = requests.get(url)
+        data = response.json()
+        public_ip = data['ip']
+        return public_ip
+    except Exception as e:
+        print(f"Error getting public {version} address:", e)
+
+public_ipv4 = get_public_ip(version='ipv4')
+
+tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-8")
+tunnel_port= 1769
+tunnel = tunnel_class(tunnel_port)
+tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
+tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
+
+''' add zrok tunnel '''
+if zrok_token:
+    get_ipython().system('zrok enable {zrok_token} &> /dev/null')
+    tunnel.add_tunnel(command="zrok share public http://localhost:{port}/ --headless", name="zrok", pattern=re.compile(r"[\w-]+\.share\.zrok\.io"))
 # ======================== TUNNEL ========================
 
 
@@ -74,34 +72,18 @@ get_ipython().system('sed -i \'s#"additional_networks_extra_lora_path": ".*model
 get_ipython().system('sed -i \'s/"sd_checkpoint_hash": ".*"/"sd_checkpoint_hash": ""/g; s/"sd_model_checkpoint": ".*"/"sd_model_checkpoint": ""/g; s/"sd_vae": ".*"/"sd_vae": "None"/g\' {webui_path}/config.json')
 
 
-if env != "SageMaker Studio Lab":
-    with tunnel:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-        commandline_arguments += f" --port=1769"
+with tunnel:
+    get_ipython().run_line_magic('cd', '{webui_path}')
+    commandline_arguments += f" --port=1769"
 
-        if ngrok_token:
-            commandline_arguments += ' --ngrok ' + ngrok_token
-        if env != "Google Colab":
-            commandline_arguments += f" --encrypt-pass=1769"
-
-        get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
-
-        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-        print(f"\n⌚️ \033[0mYou have been conducting this session for - \033[33m{time_since_start}\033[0m\n\n")
-
-else:
     if ngrok_token:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-
         commandline_arguments += ' --ngrok ' + ngrok_token
+    if env != "Google Colab":
+        commandline_arguments += f" --encrypt-pass=1769"
 
-        get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
-
-        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-        print(f"\n⌚️ \033[0mYou have been conducting this session for - \033[33m{time_since_start}\033[0m\n\n")
+    get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
 
-    else:
-        print("Oops... I think you forgot to insert the token `ngrok`..... go back to widgets and insert it to start webui... no way without it :/\nYou can get the token here:\n\nhttps://dashboard.ngrok.com/get-started/your-authtoken")
+    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")
 

files_cells/python/en/widgets_en.py

@@ -13,8 +13,7 @@ def detect_environment():
     free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
     environments = {
         'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
+        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content")
     }
 
     for env_var, (environment, path) in environments.items():
@@ -38,7 +37,7 @@ parser.add_argument('-b', '--blur', type=str, help='Blur level for the image', m
 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('-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()
@@ -52,8 +51,8 @@ scale_img = args.scale
 blur_fields = args.blur_fields
 
 ## ---
-""" WTF COLAB - WHAT THE FUCK IS THE DIFFERENCE OF 35 PIXELS!?!?!? """
-fix_heigh_img = "-810px" if env != "Google Colab" else "-775px"
+""" 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"
@@ -513,8 +512,6 @@ commandline_arguments_widget = widgets.Text(description='Arguments:', value=comm
 additional_widget_list = [additional_header, latest_changes_widget, HR, controlnet_widget, controlnet_Num_widget, commit_hash_widget, optional_huggingface_token_widget, ngrok_widget, zrok_widget, HR, commandline_arguments_widget]
 if free_plan and env == "Google Colab": # remove ngrok from colab
     additional_widget_list.remove(ngrok_widget)
-if env == "SageMaker Studio Lab": # remove zrok from sagemaker
-    additional_widget_list.remove(zrok_widget)
 # ```
 all_additional_box = widgets.VBox(additional_widget_list).add_class("container").add_class("image_3")
 display(all_additional_box)

files_cells/python/ru/auto-cleaner_ru.py

@@ -1,13 +1,5 @@
 ##~ AutoCleaner V3.6 CODE | BY: ANXETY   ~##
 
-# --change log--
-"""
-V3.6 | 13.03.24
-Fixed selection window
-Dynamic update of memory display
-"""
-
-
 import os
 import time
 import ipywidgets as widgets
@@ -20,8 +12,7 @@ def detect_environment():
     free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
     environments = {
         'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
+        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content")
     }
 
     for env_var, (environment, path) in environments.items():

files_cells/python/ru/downloading_ru.py

@@ -18,8 +18,7 @@ def detect_environment():
     free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
     environments = {
         'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
+        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content")
     }
 
     for env_var, (environment, path) in environments.items():
@@ -31,21 +30,11 @@ webui_path = f"{root_path}/sdw"
 #  ----------------------------------------------
 
 
-# === ONLY SAGEMAKER ===
-if env == "SageMaker Studio Lab":
-    print("Обновление зависимостей, может занять некоторое время...")
-    get_ipython().system('pip install -q --upgrade torchsde')
-    get_ipython().system('pip install -q --upgrade pip')
-    get_ipython().system('pip install -q --upgrade psutil')
-
-    clear_output()
-
-
 # ================ LIBRARIES 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")
+    print("💿 Установка библиотек, это займет какое-то время...\n")
 
     install_lib = {
         "gdown": "pip install -U gdown",
@@ -62,16 +51,6 @@ if not os.path.exists(flag_file):
         "Kaggle": {
             "xformers": "pip install -q xformers==0.0.23.post1 triton==2.1.0",
             "torch": "pip install -q torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121"
-        },
-        "SageMaker Studio Lab": {
-            "opencv": "pip install -q opencv-python-headless",
-            "huggingface": "pip install -q huggingface-hub",
-            "conda_update": "conda update -q -n base conda",
-            "conda_aria2": "conda install -q -y aria2",
-            "conda_glib": "conda install -q -y glib",
-            "tensorflow": "pip install tensorflow",
-            "xformers": "pip install -q xformers==0.0.23.post1 triton==2.1.0",
-            "torch": "pip install -q torch==2.1.2+cu121 torchvision==0.16.2+cu121 torchaudio==2.1.2 --extra-index-url https://download.pytorch.org/whl/cu121"
         }
     }
 
@@ -89,7 +68,6 @@ if not os.path.exists(flag_file):
         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/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && tar -xzf zrok_0.4.23_linux_amd64.tar.gz -C /usr/bin && rm -f zrok_0.4.23_linux_amd64.tar.gz')
-        get_ipython().system('wget -P /home/studio-lab-user https://huggingface.co/NagisaNao/fast_repo/resolve/main/sagemaker/FULL_DELETED_NOTEBOOK.ipynb')
     del cap
 
     clear_output()
@@ -140,11 +118,6 @@ control_dir = f"{webui_path}/models/ControlNet"
 
 
 # ================= MAIN CODE =================
-# --- Obsolescence warning ---
-if env == "SageMaker Studio Lab":
-    print("Вы используете среду 'SageMaker' - эта среда устарела, поэтому многие ошибки не будут исправлены, а ее функциональность будет урезана. Для экономии памяти и/или во избежание ошибок.\n\n")
-
-
 if not os.path.exists(webui_path):
     start_install = int(time.time())
     print("⌚ Распоковка Stable Diffusion...", end='')
@@ -164,8 +137,6 @@ if not os.path.exists(webui_path):
     install_time = timedelta(seconds=time.time()-start_install)
     print("\r🚀 Распаковка Завершена! За","%02d:%02d:%02d ⚡\n" % (install_time.seconds / 3600, (install_time.seconds / 60) % 60, install_time.seconds % 60), end='', flush=True)
 else:
-    if env == "SageMaker Studio Lab":
-        get_ipython().system('echo -n {start_colab} > {webui_path}/static/colabTimer.txt')
     print("🚀 Все распакованно... Пропуск. ⚡")
     start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
     time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
@@ -188,10 +159,7 @@ if latest_webui or latest_exstensions:
 
         ## Update extensions
         if latest_exstensions:
-            if env != "SageMaker Studio Lab":
-                get_ipython().system('{\'for dir in \' + webui_path + \'/extensions/*/; do cd \\"$dir\\" && git reset --hard && git pull; done\'}')
-            else:
-                get_ipython().system('{\'for dir in /home/studio-lab-user/content/sdw/extensions/*/; do cd \\"$dir\\" && git fetch origin && git pull; done\'}')
+            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')
@@ -200,7 +168,7 @@ if latest_webui or latest_exstensions:
     print(f"\r✨ {action} Завершено!")
 
 
-# === FIXING ERRORS ===
+# === FIXING EXTENSIONS ===
 anxety_repos = "https://huggingface.co/NagisaNao/fast_repo/resolve/main"
 
 with capture.capture_output() as cap:
@@ -209,15 +177,6 @@ with capture.capture_output() as cap:
 
     # --- 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')
-
-    # --= SageMaker =--
-    if env == "SageMaker Studio Lab":
-        with capture.capture_output() as cap:
-            # --- SuperMerger Remove ---
-            if os.path.exists(f"{webui_path}/extensions/supermerger"):
-                get_ipython().system('rm -rf {webui_path}/extensions/supermerger')
-            # --- Launch (Style) ---
-            get_ipython().system('wget -O {webui_path}/modules/styles.py {anxety_repos}/sagemaker/fixing/webui/styles.py')
 del cap
 
 
@@ -576,14 +535,3 @@ with capture.capture_output() as cap:
         get_ipython().system('aria2c --optimize-concurrent-downloads --console-log-level=error --summary-interval=10 -j5 -x16 -s16 -k1M -c -d {save_dir_path} {file}')
 del cap
 
-
-# === ONLY SAGEMAKER ===
-if env == "SageMaker Studio Lab":
-    with capture.capture_output() as cap:
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/envs/studiolab-safemode')
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/envs/sagemaker-distribution')
-        get_ipython().system('rm -rf /home/studio-lab-user/.conda/pkgs/cache')
-        get_ipython().system('pip cache purge')
-        get_ipython().system('rm -rf ~/.cache')
-    del cap
-

files_cells/python/ru/launch_ru.py

@@ -13,8 +13,7 @@ def detect_environment():
     free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
     environments = {
         'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
+        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content")
     }
 
     for env_var, (environment, path) in environments.items():
@@ -39,31 +38,30 @@ commandline_arguments = settings['commandline_arguments']
 
 
 # ======================== TUNNEL ========================
-if env != "SageMaker Studio Lab":
-    import cloudpickle as pickle
-
-    def get_public_ip(version='ipv4'):
-        try:
-            url = f'https://api64.ipify.org?format=json&{version}=true'
-            response = requests.get(url)
-            data = response.json()
-            public_ip = data['ip']
-            return public_ip
-        except Exception as e:
-            print(f"Error getting public {version} address:", e)
-
-    public_ipv4 = get_public_ip(version='ipv4')
-
-    tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-8")
-    tunnel_port= 1769
-    tunnel = tunnel_class(tunnel_port)
-    tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
-    tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
-
-    ''' add zrok tunnel '''
-    if zrok_token:
-        get_ipython().system('zrok enable {zrok_token} &> /dev/null')
-        tunnel.add_tunnel(command="zrok share public http://localhost:{port}/ --headless", name="zrok", pattern=re.compile(r"[\w-]+\.share\.zrok\.io"))
+import cloudpickle as pickle
+
+def get_public_ip(version='ipv4'):
+    try:
+        url = f'https://api64.ipify.org?format=json&{version}=true'
+        response = requests.get(url)
+        data = response.json()
+        public_ip = data['ip']
+        return public_ip
+    except Exception as e:
+        print(f"Error getting public {version} address:", e)
+
+public_ipv4 = get_public_ip(version='ipv4')
+
+tunnel_class = pickle.load(open(f"{root_path}/new_tunnel", "rb"), encoding="utf-8")
+tunnel_port= 1769
+tunnel = tunnel_class(tunnel_port)
+tunnel.add_tunnel(command="cl tunnel --url localhost:{port}", name="cl", pattern=re.compile(r"[\w-]+\.trycloudflare\.com"))
+tunnel.add_tunnel(command="lt --port {port}", name="lt", pattern=re.compile(r"[\w-]+\.loca\.lt"), note="Password : " + "\033[32m" + public_ipv4 + "\033[0m" + " rerun cell if 404 error.")
+
+''' add zrok tunnel '''
+if zrok_token:
+    get_ipython().system('zrok enable {zrok_token} &> /dev/null')
+    tunnel.add_tunnel(command="zrok share public http://localhost:{port}/ --headless", name="zrok", pattern=re.compile(r"[\w-]+\.share\.zrok\.io"))
 # ======================== TUNNEL ========================
 
 
@@ -74,34 +72,18 @@ get_ipython().system('sed -i \'s#"additional_networks_extra_lora_path": ".*model
 get_ipython().system('sed -i \'s/"sd_checkpoint_hash": ".*"/"sd_checkpoint_hash": ""/g; s/"sd_model_checkpoint": ".*"/"sd_model_checkpoint": ""/g; s/"sd_vae": ".*"/"sd_vae": "None"/g\' {webui_path}/config.json')
 
 
-if env != "SageMaker Studio Lab":
-    with tunnel:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-        commandline_arguments += f" --port=1769"
+with tunnel:
+    get_ipython().run_line_magic('cd', '{webui_path}')
+    commandline_arguments += f" --port=1769"
 
-        if ngrok_token:
-            commandline_arguments += ' --ngrok ' + ngrok_token
-        if env != "Google Colab":
-            commandline_arguments += f" --encrypt-pass=1769"
-
-        get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
-
-        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-        print(f"\n⌚️ \033[0mВы проводите эту сессию в течение - \033[33m{time_since_start}\033[0m\n\n")
-
-else:
     if ngrok_token:
-        get_ipython().run_line_magic('cd', '{webui_path}')
-
         commandline_arguments += ' --ngrok ' + ngrok_token
+    if env != "Google Colab":
+        commandline_arguments += f" --encrypt-pass=1769"
 
-        get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
-
-        start_colab = float(open(f'{webui_path}/static/colabTimer.txt', 'r').read())
-        time_since_start = str(timedelta(seconds=time.time()-start_colab)).split('.')[0]
-        print(f"\n⌚️ \033[0mВы проводите эту сессию в течение - \033[33m{time_since_start}\033[0m\n\n")
+    get_ipython().system('COMMANDLINE_ARGS="{commandline_arguments}" python launch.py')
 
-    else:
-        print("Упс... Я думаю, вы забыли вставить токен `ngrok`..... вернитесь к виджетам и вставьте его, чтобы запустить webui... без него никак :/\nВы можете получить токен здесь:\n\nhttps://dashboard.ngrok.com/get-started/your-authtoken")
+    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")
 

files_cells/python/ru/widgets_ru.py

@@ -13,8 +13,7 @@ def detect_environment():
     free_plan = (os.sysconf('SC_PAGE_SIZE') * os.sysconf('SC_PHYS_PAGES') / (1024. ** 3) <= 20)
     environments = {
         'COLAB_GPU': ('Google Colab', "/root" if free_plan else "/content"),
-        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content"),
-        'SAGEMAKER_INTERNAL_IMAGE_URI': ('SageMaker Studio Lab', "/home/studio-lab-user/content")
+        'KAGGLE_URL_BASE': ('Kaggle', "/kaggle/working/content")
     }
 
     for env_var, (environment, path) in environments.items():
@@ -52,8 +51,8 @@ scale_img = args.scale
 blur_fields = args.blur_fields
 
 ## ---
-""" WTF COLAB - WHAT THE FUCK IS THE DIFFERENCE OF 35 PIXELS!?!?!? """
-fix_heigh_img = "-810px" if env != "Google Colab" else "-775px"
+""" 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"
@@ -513,8 +512,6 @@ commandline_arguments_widget = widgets.Text(description='Аргументы:', v
 additional_widget_list = [additional_header, latest_changes_widget, HR, controlnet_widget, controlnet_Num_widget, commit_hash_widget, optional_huggingface_token_widget, ngrok_widget, zrok_widget, HR, commandline_arguments_widget]
 if free_plan and env == "Google Colab": # remove ngrok from colab
     additional_widget_list.remove(ngrok_widget)
-if env == "SageMaker Studio Lab": # remove zrok from sagemaker
-    additional_widget_list.remove(zrok_widget)
 # ```
 all_additional_box = widgets.VBox(additional_widget_list).add_class("container").add_class("image_3")
 display(all_additional_box)