fixed: Issue where installation status was not properly recognized when the nodepack ID registered in the registry was not normalized.

- ex) `ComfyUI-Crystools`

https://github.com/Comfy-Org/ComfyUI-Manager/issues/1834#issuecomment-2937370214

.github/workflows/publish.yml

@@ -7,15 +7,19 @@ on:
     paths:
       - "pyproject.toml"
 
+permissions:
+  issues: write
+
 jobs:
   publish-node:
     name: Publish Custom Node to registry
     runs-on: ubuntu-latest
+    if: ${{ github.repository_owner == 'ltdrdata' }}
     steps:
       - name: Check out code
         uses: actions/checkout@v4
       - name: Publish Custom Node
-        uses: Comfy-Org/publish-node-action@main
+        uses: Comfy-Org/publish-node-action@v1
         with:
           ## Add your own personal access token to your Github Repository secrets and reference it here.
-          personal_access_token: ${{ secrets.REGISTRY_ACCESS_TOKEN }}
+          personal_access_token: ${{ secrets.REGISTRY_ACCESS_TOKEN }}

README.md

@@ -8,7 +8,7 @@
 * V3.16: Support for `uv` has been added. Set `use_uv` in `config.ini`.
 * V3.10: `double-click feature` is removed
   * This feature has been moved to https://github.com/ltdrdata/comfyui-connection-helper
-* V3.3.2: Overhauled. Officially supports [https://comfyregistry.org/](https://comfyregistry.org/).
+* V3.3.2: Overhauled. Officially supports [https://registry.comfy.org/](https://registry.comfy.org/).
 * You can see whole nodes info on [ComfyUI Nodes Info](https://ltdrdata.github.io/) page.
 
 ## Installation
@@ -314,9 +314,6 @@ The following settings are applied based on the section marked as `is_default`.
 * Use `aria2` as downloader
   * [howto](docs/en/use_aria2.md)
 
-* If you add the item `skip_migration_check = True` to `config.ini`, it will not check whether there are nodes that can be migrated at startup.
-  * This option can be used if performance issues occur in a Colab+GDrive environment.
-
 
 ## Environment Variables
 

__init__.py

@@ -1,3 +1,7 @@
+"""
+This file is the entry point for the ComfyUI-Manager package, handling CLI-only mode and initial setup.
+"""
+
 import os
 import sys
 

cm-cli.py

@@ -43,9 +43,13 @@ import cnr_utils
 
 comfyui_manager_path = os.path.abspath(os.path.dirname(__file__))
 
-cm_global.pip_blacklist = {'torch', 'torchsde', 'torchvision'}
-cm_global.pip_downgrade_blacklist = ['torch', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
-cm_global.pip_overrides = {'numpy': 'numpy<2'}
+cm_global.pip_blacklist = {'torch', 'torchaudio', 'torchsde', 'torchvision'}
+cm_global.pip_downgrade_blacklist = ['torch', 'torchaudio', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
+
+if sys.version_info < (3, 13):
+    cm_global.pip_overrides = {'numpy': 'numpy<2'}
+else:
+    cm_global.pip_overrides = {}
 
 if os.path.exists(os.path.join(manager_util.comfyui_manager_path, "pip_overrides.json")):
     with open(os.path.join(manager_util.comfyui_manager_path, "pip_overrides.json"), 'r', encoding="UTF-8", errors="ignore") as json_file:
@@ -147,7 +151,9 @@ class Ctx:
         if os.path.exists(core.manager_pip_overrides_path):
             with open(core.manager_pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
                 cm_global.pip_overrides = json.load(json_file)
-                cm_global.pip_overrides = {'numpy': 'numpy<2'}
+
+                if sys.version_info < (3, 13):
+                    cm_global.pip_overrides = {'numpy': 'numpy<2'}
 
         if os.path.exists(core.manager_pip_blacklist_path):
             with open(core.manager_pip_blacklist_path, 'r', encoding="UTF-8", errors="ignore") as f:
@@ -184,13 +190,18 @@ class Ctx:
 cmd_ctx = Ctx()
 
 
-def install_node(node_spec_str, is_all=False, cnt_msg=''):
+def install_node(node_spec_str, is_all=False, cnt_msg='', **kwargs):
+    exit_on_fail = kwargs.get('exit_on_fail', False)
+    print(f"install_node exit on fail:{exit_on_fail}...")
+    
     if core.is_valid_url(node_spec_str):
         # install via urls
         res = asyncio.run(core.gitclone_install(node_spec_str, no_deps=cmd_ctx.no_deps))
         if not res.result:
             print(res.msg)
             print(f"[bold red]ERROR: An error occurred while installing '{node_spec_str}'.[/bold red]")
+            if exit_on_fail:
+                sys.exit(1)
         else:
             print(f"{cnt_msg} [INSTALLED] {node_spec_str:50}")
     else:
@@ -225,6 +236,8 @@ def install_node(node_spec_str, is_all=False, cnt_msg=''):
             print("")
         else:
             print(f"[bold red]ERROR: An error occurred while installing '{node_name}'.\n{res.msg}[/bold red]")
+            if exit_on_fail:
+                sys.exit(1)
 
 
 def reinstall_node(node_spec_str, is_all=False, cnt_msg=''):
@@ -586,7 +599,7 @@ def get_all_installed_node_specs():
     return res
 
 
-def for_each_nodes(nodes, act, allow_all=True):
+def for_each_nodes(nodes, act, allow_all=True, **kwargs):
     is_all = False
     if allow_all and 'all' in nodes:
         is_all = True
@@ -598,7 +611,7 @@ def for_each_nodes(nodes, act, allow_all=True):
     i = 1
     for x in nodes:
         try:
-            act(x, is_all=is_all, cnt_msg=f'{i}/{total}')
+            act(x, is_all=is_all, cnt_msg=f'{i}/{total}', **kwargs)
         except Exception as e:
             print(f"ERROR: {e}")
             traceback.print_exc()
@@ -642,13 +655,17 @@ def install(
             None,
             help="user directory"
         ),
+        exit_on_fail: bool = typer.Option(
+            False,
+            help="Exit on failure"
+        )
 ):
     cmd_ctx.set_user_directory(user_directory)
     cmd_ctx.set_channel_mode(channel, mode)
     cmd_ctx.set_no_deps(no_deps)
 
     pip_fixer = manager_util.PIPFixer(manager_util.get_installed_packages(), comfy_path, core.manager_files_path)
-    for_each_nodes(nodes, act=install_node)
+    for_each_nodes(nodes, act=install_node, exit_on_fail=exit_on_fail)
     pip_fixer.fix_broken()
 
 
@@ -1047,18 +1064,16 @@ def save_snapshot(
 ):
     cmd_ctx.set_user_directory(user_directory)
 
-    if output is None:
-        print("[bold red]ERROR: missing output path[/bold red]")
-        raise typer.Exit(code=1)
-        
-    if(not output.endswith('.json') and not output.endswith('.yaml')):
-        print("[bold red]ERROR: output path should be either '.json' or '.yaml' file.[/bold red]")
-        raise typer.Exit(code=1)
+    if output is not None:
+        if(not output.endswith('.json') and not output.endswith('.yaml')):
+            print("[bold red]ERROR: output path should be either '.json' or '.yaml' file.[/bold red]")
+            raise typer.Exit(code=1)
     
-    dir_path = os.path.dirname(output)
-    if(dir_path != '' and not os.path.exists(dir_path)):
-        print(f"[bold red]ERROR: {output} path not exists.[/bold red]")
-        raise typer.Exit(code=1)
+        dir_path = os.path.dirname(output)
+        
+        if(dir_path != '' and not os.path.exists(dir_path)):
+            print(f"[bold red]ERROR: {output} path not exists.[/bold red]")
+            raise typer.Exit(code=1)
         
     path = asyncio.run(core.save_snapshot_with_postfix('snapshot', output, not full_snapshot))
     print(f"Current snapshot is saved as `{path}`")
@@ -1271,20 +1286,6 @@ def export_custom_node_ids(
                     print(f"{x['id']}@unknown", file=output_file)
 
 
-@app.command(
-    "migrate",
-    help="Migrate legacy node system to new node system",
-)
-def migrate(
-        user_directory: str = typer.Option(
-            None,
-            help="user directory"
-        )
-):
-    cmd_ctx.set_user_directory(user_directory)
-    asyncio.run(unified_manager.migrate_unmanaged_nodes())
-
-
 if __name__ == '__main__':
     sys.argv[0] = re.sub(r'(-script\.pyw|\.exe)?$', '', sys.argv[0])
     sys.exit(app())

docs/README.md

@@ -0,0 +1,41 @@
+# ComfyUI-Manager: Documentation
+
+This directory contains documentation for the ComfyUI-Manager, providing guides and tutorials for users in multiple languages.
+
+## Directory Structure
+
+The documentation is organized into language-specific directories:
+
+- **en/**: English documentation
+- **ko/**: Korean documentation
+
+## Core Documentation Files
+
+### Command-Line Interface
+
+- **cm-cli.md**: Documentation for the ComfyUI-Manager Command Line Interface (CLI), which allows using manager functionality without the UI.
+
+### Advanced Features
+
+- **use_aria2.md**: Guide for using the aria2 download accelerator with ComfyUI-Manager for faster model downloads.
+
+## Documentation Standards
+
+The documentation follows these standards:
+
+1. **Markdown Format**: All documentation is written in Markdown for easy rendering on GitHub and other platforms
+2. **Language-specific Directories**: Content is separated by language to facilitate localization
+3. **Feature-focused Documentation**: Each major feature has its own documentation file
+4. **Updated with Releases**: Documentation is kept in sync with software releases
+
+## Contributing to Documentation
+
+When contributing new documentation:
+
+1. Place files in the appropriate language directory
+2. Use clear, concise language appropriate for the target audience
+3. Include examples where helpful
+4. Consider adding screenshots or diagrams for complex features
+5. Maintain consistent formatting with existing documentation
+
+This documentation directory will continue to grow to support the expanding feature set of ComfyUI-Manager.

glob/README.md

@@ -0,0 +1,53 @@
+# ComfyUI-Manager: Core Backend (glob)
+
+This directory contains the Python backend modules that power ComfyUI-Manager, handling the core functionality of node management, downloading, security, and server operations.
+
+## Core Modules
+
+- **manager_core.py**: The central implementation of management functions, handling configuration, installation, updates, and node management.
+- **manager_server.py**: Implements server functionality and API endpoints for the web interface to interact with the backend.
+- **manager_downloader.py**: Handles downloading operations for models, extensions, and other resources.
+- **manager_util.py**: Provides utility functions used throughout the system.
+
+## Specialized Modules
+
+- **cm_global.py**: Maintains global variables and state management across the system.
+- **cnr_utils.py**: Helper utilities for interacting with the custom node registry (CNR).
+- **git_utils.py**: Git-specific utilities for repository operations.
+- **node_package.py**: Handles the packaging and installation of node extensions.
+- **security_check.py**: Implements the multi-level security system for installation safety.
+- **share_3rdparty.py**: Manages integration with third-party sharing platforms.
+
+## Architecture
+
+The backend follows a modular design pattern with clear separation of concerns:
+
+1. **Core Layer**: Manager modules provide the primary API and business logic
+2. **Utility Layer**: Helper modules provide specialized functionality
+3. **Integration Layer**: Modules that connect to external systems
+
+## Security Model
+
+The system implements a comprehensive security framework with multiple levels:
+
+- **Block**: Highest security - blocks most remote operations
+- **High**: Allows only specific trusted operations
+- **Middle**: Standard security for most users
+- **Normal-**: More permissive for advanced users
+- **Weak**: Lowest security for development environments
+
+## Implementation Details
+
+- The backend is designed to work seamlessly with ComfyUI
+- Asynchronous task queuing is implemented for background operations
+- The system supports multiple installation modes
+- Error handling and risk assessment are integrated throughout the codebase
+
+## API Integration
+
+The backend exposes a REST API via `manager_server.py` that enables:
+- Custom node management (install, update, disable, remove)
+- Model downloading and organization
+- System configuration
+- Snapshot management
+- Workflow component handling

glob/cnr_utils.py

@@ -42,6 +42,7 @@ async def _get_cnr_data(cache_mode=True, dont_wait=True):
         system = platform.system().lower()
         is_windows = system == 'windows'
         is_mac = system == 'darwin'
+        is_linux = system == 'linux'
 
         # Get ComfyUI version tag
         if is_desktop:
@@ -62,6 +63,8 @@ async def _get_cnr_data(cache_mode=True, dont_wait=True):
                 form_factor = 'git-windows'
             elif is_mac:
                 form_factor = 'git-mac'
+            elif is_linux:
+                form_factor = 'git-linux'
             else:
                 form_factor = 'other'
         

glob/git_utils.py

@@ -46,6 +46,8 @@ def git_url(fullpath):
 
     for k, v in config.items():
         if k.startswith('remote ') and 'url' in v:
+            if 'Comfy-Org/ComfyUI-Manager' in v['url']:
+                return "https://github.com/ltdrdata/ComfyUI-Manager"
             return v['url']
 
     return None

glob/manager_core.py

@@ -43,7 +43,7 @@ import manager_downloader
 from node_package import InstalledNodePackage
 
 
-version_code = [3, 30, 2]
+version_code = [3, 33]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')
 
 
@@ -53,6 +53,11 @@ DEFAULT_CHANNEL = "https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/ma
 default_custom_nodes_path = None
 
 
+class InvalidChannel(Exception):
+    def __init__(self, channel):
+        self.channel = channel
+        super().__init__(channel)
+
 def get_default_custom_nodes_path():
     global default_custom_nodes_path
     if default_custom_nodes_path is None:
@@ -75,8 +80,8 @@ def get_custom_nodes_paths():
 
 
 def get_comfyui_tag():
-    repo = git.Repo(comfy_path)
     try:
+        repo = git.Repo(comfy_path)
         return repo.git.describe('--tags')
     except:
         return None
@@ -251,6 +256,7 @@ comfy_ui_revision = "Unknown"
 comfy_ui_commit_datetime = datetime(1900, 1, 1, 0, 0, 0)
 
 channel_dict = None
+valid_channels = {'default', 'local'}
 channel_list = None
 
 
@@ -355,7 +361,7 @@ def normalize_channel(channel):
     if channel_url:
         return channel_url
 
-    raise Exception(f"Invalid channel name '{channel}'")
+    raise InvalidChannel(channel)
 
 
 class ManagedResult:
@@ -394,18 +400,46 @@ class ManagedResult:
         return self
 
 
+class NormalizedKeyDict(dict):
+    def _normalize_key(self, key):
+        if isinstance(key, str):
+            return key.strip().lower()
+        return key
+
+    def __setitem__(self, key, value):
+        super().__setitem__(self._normalize_key(key), value)
+
+    def __getitem__(self, key):
+        return super().__getitem__(self._normalize_key(key))
+
+    def __delitem__(self, key):
+        return super().__delitem__(self._normalize_key(key))
+
+    def __contains__(self, key):
+        return super().__contains__(self._normalize_key(key))
+
+    def get(self, key, default=None):
+        return super().get(self._normalize_key(key), default)
+
+    def setdefault(self, key, default=None):
+        return super().setdefault(self._normalize_key(key), default)
+
+    def pop(self, key, default=None):
+        return super().pop(self._normalize_key(key), default)
+
+
 class UnifiedManager:
     def __init__(self):
         self.installed_node_packages: dict[str, InstalledNodePackage] = {}
 
-        self.cnr_inactive_nodes = {}       # node_id -> node_version -> fullpath
-        self.nightly_inactive_nodes = {}   # node_id -> fullpath
-        self.unknown_inactive_nodes = {}   # node_id -> repo url * fullpath
-        self.active_nodes = {}             # node_id -> node_version * fullpath
-        self.unknown_active_nodes = {}     # node_id -> repo url * fullpath
-        self.cnr_map = {}                  # node_id -> cnr info
-        self.repo_cnr_map = {}             # repo_url -> cnr info
-        self.custom_node_map_cache = {}    # (channel, mode) -> augmented custom node list json
+        self.cnr_inactive_nodes = NormalizedKeyDict()       # node_id -> node_version -> fullpath
+        self.nightly_inactive_nodes = NormalizedKeyDict()   # node_id -> fullpath
+        self.unknown_inactive_nodes = {}                    # node_id -> repo url * fullpath
+        self.active_nodes = NormalizedKeyDict()             # node_id -> node_version * fullpath
+        self.unknown_active_nodes = {}                      # node_id -> repo url * fullpath
+        self.cnr_map = NormalizedKeyDict()                  # node_id -> cnr info
+        self.repo_cnr_map = {}                              # repo_url -> cnr info
+        self.custom_node_map_cache = {}                     # (channel, mode) -> augmented custom node list json
         self.processed_install = set()
 
     def get_module_name(self, x):
@@ -762,6 +796,9 @@ class UnifiedManager:
 
     @staticmethod
     async def load_nightly(channel, mode):
+        if channel is None:
+            return {}
+
         res = {}
 
         channel_url = normalize_channel(channel)
@@ -770,6 +807,11 @@ class UnifiedManager:
                 print(f"[bold red]ERROR: Invalid mode is specified `--mode {mode}`[/bold red]", file=sys.stderr)
                 return {}
 
+        # validate channel - only the channel set by the user is allowed.
+        if channel_url not in valid_channels:
+            logging.error(f'[ComfyUI-Manager] An invalid channel was used: {channel_url}')
+            raise InvalidChannel(channel_url)
+
         json_obj = await get_data_by_mode(mode, 'custom-node-list.json', channel_url=channel_url)
         for x in json_obj['custom_nodes']:
             try:
@@ -787,8 +829,9 @@ class UnifiedManager:
         return res
 
     async def get_custom_nodes(self, channel, mode):
-        # default_channel = normalize_channel('default')
-        # cache = self.custom_node_map_cache.get((default_channel, mode)) # CNR/nightly should always be based on the default channel.
+        if channel is None and mode is None:
+            channel = 'default'
+            mode = 'cache'
 
         channel = normalize_channel(channel)
         cache = self.custom_node_map_cache.get((channel, mode)) # CNR/nightly should always be based on the default channel.
@@ -797,7 +840,6 @@ class UnifiedManager:
             return cache
 
         channel = normalize_channel(channel)
-        print(f"nightly_channel: {channel}/{mode}")
         nodes = await self.load_nightly(channel, mode)
 
         res = {}
@@ -841,6 +883,7 @@ class UnifiedManager:
         install_script_path = os.path.join(repo_path, "install.py")
         requirements_path = os.path.join(repo_path, "requirements.txt")
 
+        res = True
         if lazy_mode:
             install_cmd = ["#LAZY-INSTALL-SCRIPT", sys.executable]
             return try_install_script(url, repo_path, install_cmd)
@@ -848,26 +891,25 @@ class UnifiedManager:
             if os.path.exists(requirements_path) and not no_deps:
                 print("Install: pip packages")
                 pip_fixer = manager_util.PIPFixer(manager_util.get_installed_packages(), comfy_path, manager_files_path)
-                res = True
                 lines = manager_util.robust_readlines(requirements_path)
                 for line in lines:
                     package_name = remap_pip_package(line.strip())
                     if package_name and not package_name.startswith('#') and package_name not in self.processed_install:
                         self.processed_install.add(package_name)
-                        install_cmd = manager_util.make_pip_cmd(["install", package_name])
-                        if package_name.strip() != "" and not package_name.startswith('#'):
+                        clean_package_name = package_name.split('#')[0].strip()
+                        install_cmd = manager_util.make_pip_cmd(["install", clean_package_name])
+                        if clean_package_name != "" and not clean_package_name.startswith('#'):
                             res = res and try_install_script(url, repo_path, install_cmd, instant_execution=instant_execution)
 
                 pip_fixer.fix_broken()
-                return res
 
             if os.path.exists(install_script_path) and install_script_path not in self.processed_install:
                 self.processed_install.add(install_script_path)
                 print("Install: install script")
                 install_cmd = [sys.executable, "install.py"]
-                return try_install_script(url, repo_path, install_cmd, instant_execution=instant_execution)
+                return res and try_install_script(url, repo_path, install_cmd, instant_execution=instant_execution)
 
-        return True
+        return res
 
     def reserve_cnr_switch(self, target, zip_url, from_path, to_path, no_deps):
         script_path = os.path.join(manager_startup_script_path, "install-scripts.txt")
@@ -879,14 +921,6 @@ class UnifiedManager:
 
         return True
 
-    def reserve_migration(self, moves):
-        script_path = os.path.join(manager_startup_script_path, "install-scripts.txt")
-        with open(script_path, "a") as file:
-            obj = ["", "#LAZY-MIGRATION", moves]
-            file.write(f"{obj}\n")
-
-        return True
-
     def unified_fix(self, node_id, version_spec, instant_execution=False, no_deps=False):
         """
         fix dependencies
@@ -1315,67 +1349,66 @@ class UnifiedManager:
             return result.fail(f'Path not found: {repo_path}')
 
         # version check
-        repo = git.Repo(repo_path)
+        with git.Repo(repo_path) as repo:
+            if repo.head.is_detached:
+                if not switch_to_default_branch(repo):
+                    return result.fail(f"Failed to switch to default branch: {repo_path}")
 
-        if repo.head.is_detached:
-            if not switch_to_default_branch(repo):
-                return result.fail(f"Failed to switch to default branch: {repo_path}")
+            current_branch = repo.active_branch
+            branch_name = current_branch.name
 
-        current_branch = repo.active_branch
-        branch_name = current_branch.name
-
-        if current_branch.tracking_branch() is None:
-            print(f"[ComfyUI-Manager] There is no tracking branch ({current_branch})")
-            remote_name = get_remote_name(repo)
-        else:
-            remote_name = current_branch.tracking_branch().remote_name
-
-        if remote_name is None:
-            return result.fail(f"Failed to get remote when installing: {repo_path}")
-
-        remote = repo.remote(name=remote_name)
-
-        try:
-            remote.fetch()
-        except Exception as e:
-            if 'detected dubious' in str(e):
-                print(f"[ComfyUI-Manager] Try fixing 'dubious repository' error on '{repo_path}' repository")
-                safedir_path = repo_path.replace('\\', '/')
-                subprocess.run(['git', 'config', '--global', '--add', 'safe.directory', safedir_path])
-                try:
-                    remote.fetch()
-                except Exception:
-                    print("\n[ComfyUI-Manager] Failed to fixing repository setup. Please execute this command on cmd: \n"
-                          "-----------------------------------------------------------------------------------------\n"
-                          f'git config --global --add safe.directory "{safedir_path}"\n'
-                          "-----------------------------------------------------------------------------------------\n")
-
-        commit_hash = repo.head.commit.hexsha
-        if f'{remote_name}/{branch_name}' in repo.refs:
-            remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
-        else:
-            return result.fail(f"Not updatable branch: {branch_name}")
-
-        if commit_hash != remote_commit_hash:
-            git_pull(repo_path)
-
-            if len(repo.remotes) > 0:
-                url = repo.remotes[0].url
+            if current_branch.tracking_branch() is None:
+                print(f"[ComfyUI-Manager] There is no tracking branch ({current_branch})")
+                remote_name = get_remote_name(repo)
             else:
-                url = "unknown repo"
+                remote_name = current_branch.tracking_branch().remote_name
 
-            def postinstall():
-                return self.execute_install_script(url, repo_path, instant_execution=instant_execution, no_deps=no_deps)
+            if remote_name is None:
+                return result.fail(f"Failed to get remote when installing: {repo_path}")
 
-            if return_postinstall:
-                return result.with_postinstall(postinstall)
+            remote = repo.remote(name=remote_name)
+
+            try:
+                remote.fetch()
+            except Exception as e:
+                if 'detected dubious' in str(e):
+                    print(f"[ComfyUI-Manager] Try fixing 'dubious repository' error on '{repo_path}' repository")
+                    safedir_path = repo_path.replace('\\', '/')
+                    subprocess.run(['git', 'config', '--global', '--add', 'safe.directory', safedir_path])
+                    try:
+                        remote.fetch()
+                    except Exception:
+                        print("\n[ComfyUI-Manager] Failed to fixing repository setup. Please execute this command on cmd: \n"
+                              "-----------------------------------------------------------------------------------------\n"
+                              f'git config --global --add safe.directory "{safedir_path}"\n'
+                              "-----------------------------------------------------------------------------------------\n")
+
+            commit_hash = repo.head.commit.hexsha
+            if f'{remote_name}/{branch_name}' in repo.refs:
+                remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
             else:
-                if not postinstall():
-                    return result.fail(f"Failed to execute install script: {url}")
+                return result.fail(f"Not updatable branch: {branch_name}")
 
-            return result
-        else:
-            return ManagedResult('skip').with_msg('Up to date')
+            if commit_hash != remote_commit_hash:
+                git_pull(repo_path)
+
+                if len(repo.remotes) > 0:
+                    url = repo.remotes[0].url
+                else:
+                    url = "unknown repo"
+
+                def postinstall():
+                    return self.execute_install_script(url, repo_path, instant_execution=instant_execution, no_deps=no_deps)
+
+                if return_postinstall:
+                    return result.with_postinstall(postinstall)
+                else:
+                    if not postinstall():
+                        return result.fail(f"Failed to execute install script: {url}")
+
+                return result
+            else:
+                return ManagedResult('skip').with_msg('Up to date')
 
     def unified_update(self, node_id, version_spec=None, instant_execution=False, no_deps=False, return_postinstall=False):
         orig_print(f"\x1b[2K\rUpdating: {node_id}", end='')
@@ -1415,7 +1448,11 @@ class UnifiedManager:
                 version_spec = self.resolve_unspecified_version(node_id)
 
         if version_spec == 'unknown' or version_spec == 'nightly':
-            custom_nodes = await self.get_custom_nodes(channel, mode)
+            try:
+                custom_nodes = await self.get_custom_nodes(channel, mode)
+            except InvalidChannel as e:
+                return ManagedResult('fail').fail(f'Invalid channel is used: {e.channel}')
+
             the_node = custom_nodes.get(node_id)
             if the_node is not None:
                 if version_spec == 'unknown':
@@ -1473,28 +1510,6 @@ class UnifiedManager:
 
         return res
 
-    async def migrate_unmanaged_nodes(self):
-        """
-        fix path for nightly and unknown nodes of unmanaged nodes
-        """
-        await self.reload('cache')
-        await self.get_custom_nodes('default', 'cache')
-
-        print("Migration: STAGE 1")
-        moves = []
-
-        # migrate nightly inactive
-        for x, v in self.nightly_inactive_nodes.items():
-            if v.endswith('@nightly'):
-                continue
-
-            new_path = os.path.join(get_default_custom_nodes_path(), '.disabled', f"{x}@nightly")
-            moves.append((v, new_path))
-
-        self.reserve_migration(moves)
-
-        print("DONE (Migration reserved)")
-
 
 unified_manager = UnifiedManager()
 
@@ -1564,8 +1579,14 @@ def get_installed_node_packs():
     return res
 
 
+def refresh_channel_dict():
+    if channel_dict is None:
+        get_channel_dict()
+        
+
 def get_channel_dict():
     global channel_dict
+    global valid_channels
 
     if channel_dict is None:
         channel_dict = {}
@@ -1579,6 +1600,7 @@ def get_channel_dict():
                 channel_info = x.split("::")
                 if len(channel_info) == 2:
                     channel_dict[channel_info[0]] = channel_info[1]
+                    valid_channels.add(channel_info[1])
 
     return channel_dict
 
@@ -1631,7 +1653,6 @@ def write_config():
         'model_download_by_agent': get_config()['model_download_by_agent'],
         'downgrade_blacklist': get_config()['downgrade_blacklist'],
         'security_level': get_config()['security_level'],
-        'skip_migration_check': get_config()['skip_migration_check'],
         'always_lazy_install': get_config()['always_lazy_install'],
         'network_mode': get_config()['network_mode'],
         'db_mode': get_config()['db_mode'],
@@ -1670,7 +1691,6 @@ def read_config():
                     'windows_selector_event_loop_policy': get_bool('windows_selector_event_loop_policy', False),
                     'model_download_by_agent': get_bool('model_download_by_agent', False),
                     'downgrade_blacklist': default_conf.get('downgrade_blacklist', '').lower(),
-                    'skip_migration_check': get_bool('skip_migration_check', False),
                     'always_lazy_install': get_bool('always_lazy_install', False),
                     'network_mode': default_conf.get('network_mode', 'public').lower(),
                     'security_level': default_conf.get('security_level', 'normal').lower(),
@@ -1694,7 +1714,6 @@ def read_config():
             'windows_selector_event_loop_policy': False,
             'model_download_by_agent': False,
             'downgrade_blacklist': '',
-            'skip_migration_check': False,
             'always_lazy_install': False,
             'network_mode': 'public',   # public | private | offline
             'security_level': 'normal', # strong | normal | normal- | weak
@@ -2082,6 +2101,13 @@ def is_valid_url(url):
     return False
 
 
+def extract_url_and_commit_id(s):
+    index = s.rfind('@')
+    if index == -1:
+        return (s, '')
+    else:
+        return (s[:index], s[index+1:])
+
 async def gitclone_install(url, instant_execution=False, msg_prefix='', no_deps=False):
     await unified_manager.reload('cache')
     await unified_manager.get_custom_nodes('default', 'cache')
@@ -2099,8 +2125,11 @@ async def gitclone_install(url, instant_execution=False, msg_prefix='', no_deps=
         cnr = unified_manager.get_cnr_by_repo(url)
         if cnr:
             cnr_id = cnr['id']
-            return await unified_manager.install_by_id(cnr_id, version_spec='nightly')
+            return await unified_manager.install_by_id(cnr_id, version_spec=None, channel='default', mode='cache')
         else:
+            new_url, commit_id = extract_url_and_commit_id(url)
+            if commit_id != "":
+                url = new_url
             repo_name = os.path.splitext(os.path.basename(url))[0]
 
             # NOTE: Keep original name as possible if unknown node
@@ -2133,6 +2162,10 @@ async def gitclone_install(url, instant_execution=False, msg_prefix='', no_deps=
                     return result.fail(f"Failed to clone '{clone_url}' into  '{repo_path}'")
             else:
                 repo = git.Repo.clone_from(clone_url, repo_path, recursive=True, progress=GitProgress())
+                if commit_id!= "":
+                    repo.git.checkout(commit_id)
+                    repo.git.submodule('update', '--init', '--recursive')
+
                 repo.git.clear_cache()
                 repo.close()
 
@@ -2649,22 +2682,8 @@ async def get_current_snapshot(custom_nodes_only = False):
 
                         cnr_custom_nodes[info['id']] = info['ver']
                     else:
-                        repo = git.Repo(fullpath)
-
-                        if repo.head.is_detached:
-                            remote_name = get_remote_name(repo)
-                        else:
-                            current_branch = repo.active_branch
-
-                            if current_branch.tracking_branch() is None:
-                                remote_name = get_remote_name(repo)
-                            else:
-                                remote_name = current_branch.tracking_branch().remote_name
-
-                        commit_hash = repo.head.commit.hexsha
-
-                        url = repo.remotes[remote_name].url
-
+                        commit_hash = git_utils.get_commit_hash(fullpath)
+                        url = git_utils.git_url(fullpath)
                         git_custom_nodes[url] = dict(hash=commit_hash, disabled=is_disabled)
                 except:
                     print(f"Failed to extract snapshots for the custom node '{path}'.")
@@ -2885,7 +2904,7 @@ async def get_unified_total_nodes(channel, mode, regsitry_cache_mode='cache'):
 
         if cnr_id is not None:
             # cnr or nightly version
-            cnr_ids.remove(cnr_id)
+            cnr_ids.discard(cnr_id)
             updatable = False
             cnr = unified_manager.cnr_map[cnr_id]
 
@@ -3027,6 +3046,9 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
     enabled_repos = []
     disabled_repos = []
     skip_node_packs = []
+    switched_node_packs = []
+    installed_node_packs = []
+    failed = []
 
     await unified_manager.reload('cache')
     await unified_manager.get_custom_nodes('default', 'cache')
@@ -3072,8 +3094,13 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                 disabled_repos.append(x)
 
             for x in todo_checkout:
-                unified_manager.cnr_switch_version(x[0], x[1], instant_execution=True, no_deps=True, return_postinstall=False)
-                checkout_repos.append(x[1])
+                ps = unified_manager.cnr_switch_version(x[0], x[1], instant_execution=True, no_deps=True, return_postinstall=False)
+                if ps.action == 'switch-cnr' and ps.result:
+                    switched_node_packs.append(f"{x[0]}@{x[1]}")
+                elif ps.action == 'skip':
+                    skip_node_packs.append(f"{x[0]}@{x[1]}")
+                elif not ps.result:
+                    failed.append(f"{x[0]}@{x[1]}")
 
             # install listed cnr nodes
             for k, v in cnr_info.items():
@@ -3081,7 +3108,9 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                     continue
 
                 ps = await unified_manager.install_by_id(k, version_spec=v, instant_execution=True, return_postinstall=True)
-                cloned_repos.append(k)
+                if ps.action == 'install-cnr' and ps.result:
+                    installed_node_packs.append(f"{k}@{v}")
+
                 if ps is not None and ps.result:
                     if hasattr(ps, 'postinstall'):
                         postinstalls.append(ps.postinstall)
@@ -3139,40 +3168,41 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                 disabled_repos.append(x)
 
             for x in todo_enable:
-                res = unified_manager.unified_enable(x, 'nightly')
+                res = unified_manager.unified_enable(x[0], 'nightly')
 
                 is_switched = False
                 if res and res.target:
                     is_switched = repo_switch_commit(res.target, x[1])
 
                 if is_switched:
-                    checkout_repos.append(x)
+                    checkout_repos.append(f"{x[0]}@{x[1]}")
                 else:
-                    enabled_repos.append(x)
+                    enabled_repos.append(x[0])
 
             for x in todo_checkout:
                 is_switched = repo_switch_commit(x[0], x[1])
 
                 if is_switched:
-                    checkout_repos.append(x)
-                else:
-                    skip_node_packs.append(x[0])
+                    checkout_repos.append(f"{x[0]}@{x[1]}")
 
             for x in git_info.keys():
                 normalized_url = git_utils.normalize_url(x)
                 cnr = unified_manager.repo_cnr_map.get(normalized_url)
                 if cnr is not None:
                     pack_id = cnr['id']
-                    await unified_manager.install_by_id(pack_id, 'nightly', instant_execution=True, no_deps=False, return_postinstall=False)
-                    cloned_repos.append(pack_id)
+                    res = await unified_manager.install_by_id(pack_id, 'nightly', instant_execution=True, no_deps=False, return_postinstall=False)
+                    if res.action == 'install-git' and res.result:
+                        cloned_repos.append(pack_id)
+                    elif res.action == 'skip':
+                        skip_node_packs.append(pack_id)
+                    elif not res.result:
+                        failed.append(pack_id)
                     processed_urls.append(x)
 
             for x in processed_urls:
                 if x in git_info:
                     del git_info[x]
 
-            # remained nightly will be installed and migrated
-
     # for unknown restore
     todo_disable = []
     todo_enable = []
@@ -3219,15 +3249,15 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
             is_switched = repo_switch_commit(res.target, x[1])
 
         if is_switched:
-            checkout_repos.append(x)
+            checkout_repos.append(f"{x[0]}@{x[1]}")
         else:
-            enabled_repos.append(x)
+            enabled_repos.append(x[0])
 
     for x in todo_checkout:
         is_switched = repo_switch_commit(x[0], x[1])
 
         if is_switched:
-            checkout_repos.append(x)
+            checkout_repos.append(f"{x[0]}@{x[1]}")
         else:
             skip_node_packs.append(x[0])
 
@@ -3244,53 +3274,28 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
         unified_manager.repo_install(repo_url, to_path, instant_execution=True, no_deps=False, return_postinstall=False)
         cloned_repos.append(repo_name)
 
-    # reload
-    await unified_manager.migrate_unmanaged_nodes()
-
     # print summary
     for x in cloned_repos:
         print(f"[ INSTALLED ] {x}")
+    for x in installed_node_packs:
+        print(f"[ INSTALLED ] {x}")
     for x in checkout_repos:
         print(f"[  CHECKOUT ] {x}")
+    for x in switched_node_packs:
+        print(f"[  SWITCHED ] {x}")
     for x in enabled_repos:
         print(f"[  ENABLED  ] {x}")
     for x in disabled_repos:
         print(f"[  DISABLED ] {x}")
     for x in skip_node_packs:
-        print(f"[  SKIPPED ] {x}")
+        print(f"[  SKIPPED  ] {x}")
+    for x in failed:
+        print(f"[  FAILED   ] {x}")
 
     # if is_failed:
     #     print("[bold red]ERROR: Failed to restore snapshot.[/bold red]")
 
 
-# check need to migrate
-need_to_migrate = False
-
-
-async def check_need_to_migrate():
-    global need_to_migrate
-
-    await unified_manager.reload('cache')
-    await unified_manager.load_nightly(channel='default', mode='cache')
-
-    legacy_custom_nodes = []
-
-    for x in unified_manager.active_nodes.values():
-        if x[0] == 'nightly' and not x[1].endswith('@nightly'):
-            legacy_custom_nodes.append(x[1])
-
-    for x in unified_manager.nightly_inactive_nodes.values():
-        if not x.endswith('@nightly'):
-            legacy_custom_nodes.append(x)
-
-    if len(legacy_custom_nodes) > 0:
-        print("\n--------------------- ComfyUI-Manager migration notice --------------------")
-        print("The following custom nodes were installed using the old management method and require migration:\n")
-        print("\n".join(legacy_custom_nodes))
-        print("---------------------------------------------------------------------------\n")
-        need_to_migrate = True
-
-
 def get_comfyui_versions(repo=None):
     if repo is None:
         repo = git.Repo(comfy_path)

glob/manager_server.py

@@ -181,7 +181,10 @@ def set_preview_method(method):
     core.get_config()['preview_method'] = method
 
 
-set_preview_method(core.get_config()['preview_method'])
+if args.preview_method == latent_preview.LatentPreviewMethod.NoPreviews:
+    set_preview_method(core.get_config()['preview_method'])
+else:
+    logging.warning("[ComfyUI-Manager] Since --preview-method is set, ComfyUI-Manager's preview method feature will be ignored.")
 
 
 def set_component_policy(mode):
@@ -279,8 +282,17 @@ def get_model_dir(data, show_log=False):
     else:
         models_base = folder_paths.models_dir
 
+    # NOTE: Validate to prevent path traversal.
+    if any(char in data['filename'] for char in {'/', '\\', ':'}):
+        return None
+
     def resolve_custom_node(save_path):
         save_path = save_path[13:] # remove 'custom_nodes/'
+
+        # NOTE: Validate to prevent path traversal.
+        if save_path.startswith(os.path.sep) or ':' in save_path:
+            return None
+
         repo_name = save_path.replace('\\','/').split('/')[0] # get custom node repo name
 
         # NOTE: The creation of files within the custom node path should be removed in the future.
@@ -399,7 +411,6 @@ async def task_worker():
 
         try:
             node_spec = core.unified_manager.resolve_node_spec(node_spec_str)
-
             if node_spec is None:
                 logging.error(f"Cannot resolve install target: '{node_spec_str}'")
                 return f"Cannot resolve install target: '{node_spec_str}'"
@@ -429,7 +440,10 @@ async def task_worker():
 
             if res.ver == 'unknown':
                 url = core.unified_manager.unknown_active_nodes[node_name][0]
-                title = os.path.basename(url)
+                try:
+                    title = os.path.basename(url)
+                except Exception:
+                    title = node_name
             else:
                 url = core.unified_manager.cnr_map[node_name].get('repository')
                 title = core.unified_manager.cnr_map[node_name]['name']
@@ -929,6 +943,7 @@ def check_model_installed(json_obj):
 
 @routes.get("/externalmodel/getlist")
 async def fetch_externalmodel_list(request):
+    # The model list is only allowed in the default channel, yet.
     json_obj = await core.get_data_by_mode(request.rel_url.query["mode"], 'model-list.json')
 
     check_model_installed(json_obj)
@@ -1197,9 +1212,8 @@ async def install_custom_node(request):
 
     git_url = None
 
-    if json_data['version'] != 'unknown':
-        selected_version = json_data.get('selected_version')
-
+    selected_version = json_data.get('selected_version')
+    if json_data['version'] != 'unknown' and selected_version != 'unknown':
         if skip_post_install:
             if cnr_id in core.unified_manager.nightly_inactive_nodes or cnr_id in core.unified_manager.cnr_inactive_nodes:
                 core.unified_manager.unified_enable(cnr_id)
@@ -1216,6 +1230,9 @@ async def install_custom_node(request):
             if git_url is None:
                 logging.error(f"[ComfyUI-Manager] Following node pack doesn't provide `nightly` version: ${git_url}")
                 return web.Response(status=404, text=f"Following node pack doesn't provide `nightly` version: ${git_url}")
+    elif json_data['version'] != 'unknown' and selected_version == 'unknown':
+        logging.error(f"[ComfyUI-Manager] Invalid installation request: {json_data}")
+        return web.Response(status=400, text="Invalid installation request")
     else:
         # unknown
         unknown_name = os.path.basename(json_data['files'][0])
@@ -1407,17 +1424,20 @@ async def disable_node(request):
     return web.Response(status=200)
 
 
-@routes.get("/manager/migrate_unmanaged_nodes")
-async def migrate_unmanaged_nodes(request):
-    logging.info("[ComfyUI-Manager] Migrating unmanaged nodes...")
-    await core.unified_manager.migrate_unmanaged_nodes()
-    logging.info("Done.")
-    return web.Response(status=200)
+async def check_whitelist_for_model(item):
+    json_obj = await core.get_data_by_mode('cache', 'model-list.json')
 
+    for x in json_obj.get('models', []):
+        if x['save_path'] == item['save_path'] and x['base'] == item['base'] and x['filename'] == item['filename']:
+            return True
 
-@routes.get("/manager/need_to_migrate")
-async def need_to_migrate(request):
-    return web.Response(text=str(core.need_to_migrate), status=200)
+    json_obj = await core.get_data_by_mode('local', 'model-list.json')
+
+    for x in json_obj.get('models', []):
+        if x['save_path'] == item['save_path'] and x['base'] == item['base'] and x['filename'] == item['filename']:
+            return True
+        
+    return False
 
 
 @routes.post("/manager/queue/install_model")
@@ -1428,6 +1448,11 @@ async def install_model(request):
         logging.error(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
         return web.Response(status=403, text="A security error has occurred. Please check the terminal logs")
 
+    # validate request
+    if not await check_whitelist_for_model(json_data):
+        logging.error(f"[ComfyUI-Manager] Invalid model install request is detected: {json_data}")
+        return web.Response(status=400, text="Invalid model install request is detected")
+
     if not json_data['filename'].endswith('.safetensors') and not is_allowed_security_level('high'):
         models_json = await core.get_data_by_mode('cache', 'model-list.json', 'default')
 
@@ -1545,26 +1570,27 @@ async def get_notice(request):
 
                 if match:
                     markdown_content = match.group(1)
-                    version_tag = core.get_comfyui_tag()
-                    if version_tag is None:
-                        version_tag = os.environ.get('__COMFYUI_DESKTOP_VERSION__')
-                        if version_tag is not None:
-                            markdown_content += f"<HR>ComfyUI: {version_tag} [Desktop]"
-                        else:
-                            markdown_content += f"<HR>ComfyUI: {core.comfy_ui_revision}[{comfy_ui_hash[:6]}]({core.comfy_ui_commit_datetime.date()})"
+                    version_tag = os.environ.get('__COMFYUI_DESKTOP_VERSION__')
+                    if version_tag is not None:
+                        markdown_content += f"<HR>ComfyUI: {version_tag} [Desktop]"
                     else:
-                        markdown_content += (f"<HR>ComfyUI: {version_tag}<BR>"
-                                             f"&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;({core.comfy_ui_commit_datetime.date()})")
+                        version_tag = core.get_comfyui_tag()
+                        if version_tag is None:
+                            markdown_content += f"<HR>ComfyUI: {core.comfy_ui_revision}[{comfy_ui_hash[:6]}]({core.comfy_ui_commit_datetime.date()})"
+                        else:
+                            markdown_content += (f"<HR>ComfyUI: {version_tag}<BR>"
+                                                 f"&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;({core.comfy_ui_commit_datetime.date()})")
                     # markdown_content += f"<BR>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;()"
                     markdown_content += f"<BR>Manager: {core.version_str}"
 
                     markdown_content = add_target_blank(markdown_content)
 
                     try:
-                        if core.comfy_ui_commit_datetime == datetime(1900, 1, 1, 0, 0, 0):
-                            markdown_content = '<P style="text-align: center; color:red; background-color:white; font-weight:bold">Your ComfyUI isn\'t git repo.</P>' + markdown_content
-                        elif core.comfy_ui_required_commit_datetime.date() > core.comfy_ui_commit_datetime.date():
-                            markdown_content = '<P style="text-align: center; color:red; background-color:white; font-weight:bold">Your ComfyUI is too OUTDATED!!!</P>' + markdown_content
+                        if '__COMFYUI_DESKTOP_VERSION__' not in os.environ:
+                            if core.comfy_ui_commit_datetime == datetime(1900, 1, 1, 0, 0, 0):
+                                markdown_content = '<P style="text-align: center; color:red; background-color:white; font-weight:bold">Your ComfyUI isn\'t git repo.</P>' + markdown_content
+                            elif core.comfy_ui_required_commit_datetime.date() > core.comfy_ui_commit_datetime.date():
+                                markdown_content = '<P style="text-align: center; color:red; background-color:white; font-weight:bold">Your ComfyUI is too OUTDATED!!!</P>' + markdown_content
                     except:
                         pass
 
@@ -1694,6 +1720,7 @@ cm_global.register_api('cm.try-install-custom-node', confirm_try_install)
 
 
 async def default_cache_update():
+    core.refresh_channel_dict()
     channel_url = core.get_config()['channel_url']
     async def get_cache(filename):
         try:
@@ -1733,11 +1760,6 @@ async def default_cache_update():
 
     logging.info("[ComfyUI-Manager] All startup tasks have been completed.")
 
-    # NOTE: hide migration button temporarily.
-    # if not core.get_config()['skip_migration_check']:
-    #     await core.check_need_to_migrate()
-    # else:
-    #     logging.info("[ComfyUI-Manager] Migration check is skipped...")
 
 threading.Thread(target=lambda: asyncio.run(default_cache_update())).start()
 

glob/manager_util.py

@@ -15,6 +15,7 @@ import re
 import logging
 import platform
 import shlex
+import cm_global
 
 
 cache_lock = threading.Lock()
@@ -35,11 +36,17 @@ def add_python_path_to_env():
 
 
 def make_pip_cmd(cmd):
-    if use_uv:
-        return [sys.executable, '-m', 'uv', 'pip'] + cmd
+    if 'python_embeded' in sys.executable:
+        if use_uv:
+            return [sys.executable, '-s', '-m', 'uv', 'pip'] + cmd
+        else:
+            return [sys.executable, '-s', '-m', 'pip'] + cmd
     else:
-        return [sys.executable, '-m', 'pip'] + cmd
-
+        # FIXED: https://github.com/ltdrdata/ComfyUI-Manager/issues/1667
+        if use_uv:
+            return [sys.executable, '-m', 'uv', 'pip'] + cmd
+        else:
+            return [sys.executable, '-m', 'pip'] + cmd
 
 # DON'T USE StrictVersion - cannot handle pre_release version
 # try:
@@ -250,7 +257,7 @@ def get_installed_packages(renew=False):
                     pip_map[normalized_name] = y[1]
         except subprocess.CalledProcessError:
             logging.error("[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
-            return set()
+            return {}
 
     return pip_map
 
@@ -301,6 +308,7 @@ def parse_requirement_line(line):
 
 
 torch_torchvision_torchaudio_version_map = {
+    '2.7.0': ('0.22.0', '2.7.0'),
     '2.6.0': ('0.21.0', '2.6.0'),
     '2.5.1': ('0.20.0', '2.5.0'),
     '2.5.0': ('0.20.0', '2.5.0'),
@@ -404,8 +412,9 @@ class PIPFixer:
 
                 if len(targets) > 0:
                     for x in targets:
-                        cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}", "numpy<2"])
-                        subprocess.check_output(cmd, universal_newlines=True)
+                        if sys.version_info < (3, 13):
+                            cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}", "numpy<2"])
+                            subprocess.check_output(cmd, universal_newlines=True)
 
                     logging.info(f"[ComfyUI-Manager] 'opencv' dependencies were fixed: {targets}")
         except Exception as e:
@@ -413,17 +422,21 @@ class PIPFixer:
             logging.error(e)
 
         # fix numpy
-        try:
-            np = new_pip_versions.get('numpy')
-            if np is not None:
-                if StrictVersion(np) >= StrictVersion('2'):
-                    cmd = make_pip_cmd(['install', "numpy<2"])
-                    subprocess.check_output(cmd , universal_newlines=True)
+        if sys.version_info >= (3, 13):
+            logging.info("[ComfyUI-Manager] In Python 3.13 and above, PIP Fixer does not downgrade `numpy` below version 2.0. If you need to force a downgrade of `numpy`, please use `pip_auto_fix.list`.")
+        else:
+            try:
+                np = new_pip_versions.get('numpy')
+                if cm_global.pip_overrides.get('numpy') == 'numpy<2':
+                    if np is not None:
+                        if StrictVersion(np) >= StrictVersion('2'):
+                            cmd = make_pip_cmd(['install', "numpy<2"])
+                            subprocess.check_output(cmd , universal_newlines=True)
 
-                    logging.info("[ComfyUI-Manager] 'numpy' dependency were fixed")
-        except Exception as e:
-            logging.error("[ComfyUI-Manager] Failed to restore numpy")
-            logging.error(e)
+                            logging.info("[ComfyUI-Manager] 'numpy' dependency were fixed")
+            except Exception as e:
+                logging.error("[ComfyUI-Manager] Failed to restore numpy")
+                logging.error(e)
 
         # fix missing frontend
         try:
@@ -439,10 +452,12 @@ class PIPFixer:
                     lines = file.readlines()
                 
                 front_line = next((line.strip() for line in lines if line.startswith('comfyui-frontend-package')), None)
-                cmd = make_pip_cmd(['install', front_line])
-                subprocess.check_output(cmd , universal_newlines=True)
-
-                logging.info("[ComfyUI-Manager] 'comfyui-frontend-package' dependency were fixed")
+                if front_line is None:
+                    logging.info("[ComfyUI-Manager] Skipped fixing the 'comfyui-frontend-package' dependency because the ComfyUI is outdated.")
+                else:
+                    cmd = make_pip_cmd(['install', front_line])
+                    subprocess.check_output(cmd , universal_newlines=True)
+                    logging.info("[ComfyUI-Manager] 'comfyui-frontend-package' dependency were fixed")
         except Exception as e:
             logging.error("[ComfyUI-Manager] Failed to restore comfyui-frontend-package")
             logging.error(e)
@@ -461,7 +476,7 @@ class PIPFixer:
                         normalized_name = parsed['package'].lower().replace('-', '_')
                         if normalized_name in new_pip_versions:
                             if 'version' in parsed and 'operator' in parsed:
-                                cur = StrictVersion(new_pip_versions[parsed['package']])
+                                cur = StrictVersion(new_pip_versions[normalized_name])
                                 dest = parsed['version']
                                 op = parsed['operator']
                                 if cur == dest:

js/README.md

@@ -0,0 +1,50 @@
+# ComfyUI-Manager: Frontend (js)
+
+This directory contains the JavaScript frontend implementation for ComfyUI-Manager, providing the user interface components that interact with the backend API.
+
+## Core Components
+
+- **comfyui-manager.js**: Main entry point that initializes the manager UI and integrates with ComfyUI.
+- **custom-nodes-manager.js**: Implements the UI for browsing, installing, and managing custom nodes.
+- **model-manager.js**: Handles the model management interface for downloading and organizing AI models.
+- **components-manager.js**: Manages reusable workflow components system.
+- **snapshot.js**: Implements the snapshot system for backing up and restoring installations.
+
+## Sharing Components
+
+- **comfyui-share-common.js**: Base functionality for workflow sharing features.
+- **comfyui-share-copus.js**: Integration with the ComfyUI Opus sharing platform.
+- **comfyui-share-openart.js**: Integration with the OpenArt sharing platform.
+- **comfyui-share-youml.js**: Integration with the YouML sharing platform.
+
+## Utility Components
+
+- **cm-api.js**: Client-side API wrapper for communication with the backend.
+- **common.js**: Shared utilities and helper functions used across the frontend.
+- **node_fixer.js**: Utilities for fixing disconnected links and repairing malformed nodes by recreating them while preserving connections.
+- **popover-helper.js**: UI component for popup tooltips and contextual information.
+- **turbogrid.esm.js**: Grid component library - https://github.com/cenfun/turbogrid
+- **workflow-metadata.js**: Handles workflow metadata parsing, validation and cross-repository compatibility including versioning, dependencies tracking, and resource management.
+
+## Architecture
+
+The frontend follows a modular component-based architecture:
+
+1. **Integration Layer**: Connects with ComfyUI's existing UI system
+2. **Manager Components**: Individual functional UI components (node manager, model manager, etc.)
+3. **Sharing Components**: Platform-specific sharing implementations
+4. **Utility Layer**: Reusable UI components and helpers
+
+## Implementation Details
+
+- The frontend integrates directly with ComfyUI's UI system through `app.js`
+- Dialog-based UI for most manager functions to avoid cluttering the main interface
+- Asynchronous API calls to handle backend operations without blocking the UI
+
+## Styling
+
+CSS files are included for specific components:
+- **custom-nodes-manager.css**: Styling for the node management UI
+- **model-manager.css**: Styling for the model management UI
+
+This frontend implementation provides a comprehensive yet user-friendly interface for managing the ComfyUI ecosystem.

js/comfyui-manager.js

@@ -13,7 +13,7 @@ import {
 import { OpenArtShareDialog } from "./comfyui-share-openart.js";
 import {
 	free_models, install_pip, install_via_git_url, manager_instance,
-	rebootAPI, migrateAPI, setManagerInstance, show_message, customAlert, customPrompt,
+	rebootAPI, setManagerInstance, show_message, customAlert, customPrompt,
 	infoToast, showTerminal, setNeedRestart
 } from "./common.js";
 import { ComponentBuilderDialog, getPureName, load_components, set_component_policy } from "./components-manager.js";
@@ -946,28 +946,6 @@ class ManagerMenuDialog extends ComfyDialog {
 				restart_stop_button,
 			];
 
-		let migration_btn =
-			$el("button.cm-button-orange", {
-				type: "button",
-				textContent: "Migrate to New Node System",
-				onclick: () => migrateAPI()
-			});
-
-		migration_btn.style.display = 'none';
-
-		res.push(migration_btn);
-
-		api.fetchApi('/manager/need_to_migrate')
-			.then(response => response.text())
-			.then(text => {
-				if (text === 'True') {
-					migration_btn.style.display = 'block';
-				}
-			})
-			.catch(error => {
-				console.error('Error checking migration status:', error);
-			});
-
 		return res;
 	}
 

js/common.js

@@ -1,6 +1,7 @@
 import { app } from "../../scripts/app.js";
 import { api } from "../../scripts/api.js";
 import { $el, ComfyDialog } from "../../scripts/ui.js";
+import { getBestPosition, getPositionStyle, getRect } from './popover-helper.js';
 
 
 function internalCustomConfirm(message, confirmMessage, cancelMessage) {
@@ -181,23 +182,6 @@ export function rebootAPI() {
 }
 
 
-export async function migrateAPI() {
-	let confirmed = await customConfirm("When performing a migration, existing installed custom nodes will be renamed and the server will be restarted. Are you sure you want to apply this?\n\n(If you don't perform the migration, ComfyUI-Manager's start-up time will be longer each time due to re-checking during startup.)")
-	if (confirmed) {
-		try {
-			await api.fetchApi("/manager/migrate_unmanaged_nodes");
-			api.fetchApi("/manager/reboot");
-		}
-		catch(exception) {
-
-		}
-		return true;
-	}
-
-	return false;
-}
-
-
 export var manager_instance = null;
 
 export function setManagerInstance(obj) {
@@ -404,12 +388,14 @@ export async function fetchData(route, options) {
 	}
 }
 
+// https://cenfun.github.io/open-icons/
 export const icons = {
 	search: '<svg viewBox="0 0 24 24" width="100%" height="100%" pointer-events="none" xmlns="http://www.w3.org/2000/svg"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="m21 21-4.486-4.494M19 10.5a8.5 8.5 0 1 1-17 0 8.5 8.5 0 0 1 17 0"/></svg>',
-	extensions: '<svg viewBox="64 64 896 896" width="100%" height="100%" pointer-events="none" xmlns="http://www.w3.org/2000/svg"><path fill="currentColor" d="M843.5 737.4c-12.4-75.2-79.2-129.1-155.3-125.4S550.9 676 546 752c-153.5-4.8-208-40.7-199.1-113.7 3.3-27.3 19.8-41.9 50.1-49 18.4-4.3 38.8-4.9 57.3-3.2 1.7.2 3.5.3 5.2.5 11.3 2.7 22.8 5 34.3 6.8 34.1 5.6 68.8 8.4 101.8 6.6 92.8-5 156-45.9 159.2-132.7 3.1-84.1-54.7-143.7-147.9-183.6-29.9-12.8-61.6-22.7-93.3-30.2-14.3-3.4-26.3-5.7-35.2-7.2-7.9-75.9-71.5-133.8-147.8-134.4S189.7 168 180.5 243.8s40 146.3 114.2 163.9 149.9-23.3 175.7-95.1c9.4 1.7 18.7 3.6 28 5.8 28.2 6.6 56.4 15.4 82.4 26.6 70.7 30.2 109.3 70.1 107.5 119.9-1.6 44.6-33.6 65.2-96.2 68.6-27.5 1.5-57.6-.9-87.3-5.8-8.3-1.4-15.9-2.8-22.6-4.3-3.9-.8-6.6-1.5-7.8-1.8l-3.1-.6c-2.2-.3-5.9-.8-10.7-1.3-25-2.3-52.1-1.5-78.5 4.6-55.2 12.9-93.9 47.2-101.1 105.8-15.7 126.2 78.6 184.7 276 188.9 29.1 70.4 106.4 107.9 179.6 87 73.3-20.9 119.3-93.4 106.9-168.6M329.1 345.2a83.3 83.3 0 1 1 .01-166.61 83.3 83.3 0 0 1-.01 166.61M695.6 845a83.3 83.3 0 1 1 .01-166.61A83.3 83.3 0 0 1 695.6 845"/></svg>',
 	conflicts: '<svg viewBox="0 0 400 400" width="100%" height="100%" pointer-events="none" xmlns="http://www.w3.org/2000/svg"><path fill="currentColor" d="m397.2 350.4.2-.2-180-320-.2.2C213.8 24.2 207.4 20 200 20s-13.8 4.2-17.2 10.4l-.2-.2-180 320 .2.2c-1.6 2.8-2.8 6-2.8 9.6 0 11 9 20 20 20h360c11 0 20-9 20-20 0-3.6-1.2-6.8-2.8-9.6M220 340h-40v-40h40zm0-60h-40V120h40z"/></svg>',
 	passed: '<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 426.667 426.667"><path fill="#6AC259" d="M213.333,0C95.518,0,0,95.514,0,213.333s95.518,213.333,213.333,213.333c117.828,0,213.333-95.514,213.333-213.333S331.157,0,213.333,0z M174.199,322.918l-93.935-93.931l31.309-31.309l62.626,62.622l140.894-140.898l31.309,31.309L174.199,322.918z"/></svg>',
-	download: '<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" width="100%" height="100%" viewBox="0 0 32 32"><path fill="currentColor" d="M26 24v4H6v-4H4v4a2 2 0 0 0 2 2h20a2 2 0 0 0 2-2v-4zm0-10l-1.41-1.41L17 20.17V2h-2v18.17l-7.59-7.58L6 14l10 10l10-10z"></path></svg>'
+	download: '<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" width="100%" height="100%" viewBox="0 0 32 32"><path fill="currentColor" d="M26 24v4H6v-4H4v4a2 2 0 0 0 2 2h20a2 2 0 0 0 2-2v-4zm0-10l-1.41-1.41L17 20.17V2h-2v18.17l-7.59-7.58L6 14l10 10l10-10z"></path></svg>',
+	close: '<svg xmlns="http://www.w3.org/2000/svg" pointer-events="none" width="100%" height="100%" viewBox="0 0 16 16"><g fill="currentColor"><path fill-rule="evenodd" clip-rule="evenodd" d="m7.116 8-4.558 4.558.884.884L8 8.884l4.558 4.558.884-.884L8.884 8l4.558-4.558-.884-.884L8 7.116 3.442 2.558l-.884.884L7.116 8z"/></g></svg>',
+	arrowRight: '<svg xmlns="http://www.w3.org/2000/svg" pointer-events="none" width="100%" height="100%" viewBox="0 0 20 20"><path fill="currentColor" fill-rule="evenodd" d="m2.542 2.154 7.254 7.26c.136.14.204.302.204.483a.73.73 0 0 1-.204.5l-7.575 7.398c-.383.317-.724.317-1.022 0-.299-.317-.299-.643 0-.98l7.08-6.918-6.754-6.763c-.237-.343-.215-.654.066-.935.281-.28.598-.295.951-.045Zm9 0 7.254 7.26c.136.14.204.302.204.483a.73.73 0 0 1-.204.5l-7.575 7.398c-.383.317-.724.317-1.022 0-.299-.317-.299-.643 0-.98l7.08-6.918-6.754-6.763c-.237-.343-.215-.654.066-.935.281-.28.598-.295.951-.045Z"/></svg>'
 }
 
 export function sanitizeHTML(str) {
@@ -503,3 +489,166 @@ export function restoreColumnWidth(gridId, columns) {
 	});
 
 }
+
+export function getTimeAgo(dateStr) {
+	const date = new Date(dateStr);
+
+	if (!date || !(date instanceof Date) || isNaN(date.getTime())) {
+		return "";
+	}
+
+	const units = [
+		{ max: 2760000, value: 60000, name: 'minute', past: 'a minute ago', future: 'in a minute' },
+		{ max: 72000000, value: 3600000, name: 'hour', past: 'an hour ago', future: 'in an hour' },
+		{ max: 518400000, value: 86400000, name: 'day', past: 'yesterday', future: 'tomorrow' },
+		{ max: 2419200000, value: 604800000, name: 'week', past: 'last week', future: 'in a week' },
+		{ max: 28512000000, value: 2592000000, name: 'month', past: 'last month', future: 'in a month' }
+	];
+    const diff = Date.now() - date.getTime();
+    // less than a minute
+    if (Math.abs(diff) < 60000)
+        return 'just now';
+    for (let i = 0; i < units.length; i++) {
+        if (Math.abs(diff) < units[i].max) {
+            return format(diff, units[i].value, units[i].name, units[i].past, units[i].future, diff < 0);
+        }
+    }
+    function format(diff, divisor, unit, past, future, isInTheFuture) {
+		const val = Math.round(Math.abs(diff) / divisor);
+		if (isInTheFuture)
+			return val <= 1 ? future : 'in ' + val + ' ' + unit + 's';
+		return val <= 1 ? past : val + ' ' + unit + 's ago';
+	}
+    return format(diff, 31536000000, 'year', 'last year', 'in a year', diff < 0);
+};
+
+export const loadCss = (cssFile) => {
+	const cssPath = import.meta.resolve(cssFile);
+	//console.log(cssPath);
+	const $link = document.createElement("link");
+	$link.setAttribute("rel", 'stylesheet');
+	$link.setAttribute("href", cssPath);
+	document.head.appendChild($link);
+};
+
+export const copyText = (text) => {
+	return new Promise((resolve) => {
+		let err;
+		try {
+			navigator.clipboard.writeText(text);
+		} catch (e) {
+			err = e;
+		}
+		if (err) {
+			resolve(false);
+		} else {
+			resolve(true);
+		}
+	});
+};
+
+function renderPopover($elem, target, options = {}) {
+	// async microtask
+	queueMicrotask(() => {
+		
+		const containerRect = getRect(window);
+		const targetRect = getRect(target);
+		const elemRect = getRect($elem);
+
+		const positionInfo = getBestPosition(
+			containerRect,
+			targetRect,
+			elemRect,
+			options.positions
+		);
+		const style = getPositionStyle(positionInfo, {
+			bgColor: options.bgColor,
+			borderColor: options.borderColor,
+			borderRadius: options.borderRadius
+		});
+
+		$elem.style.top = positionInfo.top + "px";
+		$elem.style.left = positionInfo.left + "px";
+		$elem.style.background = style.background;
+	
+	});
+}
+
+let $popover;
+export function hidePopover() {
+	if ($popover) {
+		$popover.remove();
+		$popover = null;
+	}
+}
+export function showPopover(target, text, className, options) {
+	hidePopover();
+	$popover = document.createElement("div");
+	$popover.className = ['cn-popover', className].filter(it => it).join(" ");
+	document.body.appendChild($popover);
+	$popover.innerHTML = text;
+	$popover.style.display = "block";
+	renderPopover($popover, target, {
+		borderRadius: 10,
+		... options
+	});
+}
+
+let $tooltip;
+export function hideTooltip(target) {
+	if ($tooltip) {
+		$tooltip.style.display = "none";
+		$tooltip.innerHTML = "";
+		$tooltip.style.top = "0px";
+		$tooltip.style.left = "0px";
+	}
+}
+export function showTooltip(target, text, className = 'cn-tooltip', styleMap = {}) {
+	if (!$tooltip) {
+		$tooltip = document.createElement("div");
+		$tooltip.className = className;
+		$tooltip.style.cssText = `
+			pointer-events: none;
+			position: fixed;
+			z-index: 10001;
+			padding: 20px;
+			color: #1e1e1e;
+			max-width: 350px;
+			filter: drop-shadow(1px 5px 5px rgb(0 0 0 / 30%));
+			${Object.keys(styleMap).map(k=>k+":"+styleMap[k]+";").join("")}
+		`;
+		document.body.appendChild($tooltip);
+	}
+
+	$tooltip.innerHTML = text;
+	$tooltip.style.display = "block";
+	renderPopover($tooltip, target, {
+		positions: ['top', 'bottom', 'right', 'center'],
+		bgColor: "#ffffff",
+		borderColor: "#cccccc",
+		borderRadius: 5
+	});
+}
+
+function initTooltip () {
+	const mouseenterHandler = (e) => {
+        const target = e.target;
+        const text = target.getAttribute('tooltip');
+        if (text) {
+            showTooltip(target, text);
+        }
+    };
+	const mouseleaveHandler = (e) => {
+        const target = e.target;
+        const text = target.getAttribute('tooltip');
+        if (text) {
+            hideTooltip(target);
+        }
+    };
+	document.body.removeEventListener('mouseenter', mouseenterHandler, true);
+	document.body.removeEventListener('mouseleave', mouseleaveHandler, true);
+	document.body.addEventListener('mouseenter', mouseenterHandler, true);
+    document.body.addEventListener('mouseleave', mouseleaveHandler, true);
+}
+
+initTooltip();

js/custom-nodes-manager.css

@@ -0,0 +1,699 @@
+.cn-manager {
+	--grid-font: -apple-system, BlinkMacSystemFont, "Segue UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
+	z-index: 1099;
+	width: 80%;
+	height: 80%;
+	display: flex;
+	flex-direction: column;
+	gap: 10px;
+	color: var(--fg-color);
+	font-family: arial, sans-serif;
+	text-underline-offset: 3px;
+	outline: none;
+}
+
+.cn-manager .cn-flex-auto {
+	flex: auto;
+}
+
+.cn-manager button {
+	font-size: 16px;
+	color: var(--input-text);
+	background-color: var(--comfy-input-bg);
+	border-radius: 8px;
+	border-color: var(--border-color);
+	border-style: solid;
+	margin: 0;
+	padding: 4px 8px;
+	min-width: 100px;
+}
+
+.cn-manager button:disabled,
+.cn-manager input:disabled,
+.cn-manager select:disabled {
+	color: gray;
+}
+
+.cn-manager button:disabled {
+	background-color: var(--comfy-input-bg);
+}
+
+.cn-manager .cn-manager-restart {
+	display: none;
+	background-color: #500000;
+	color: white;
+}
+
+.cn-manager .cn-manager-stop {
+	display: none;
+	background-color: #500000;
+	color: white;
+}
+
+.cn-manager .cn-manager-back {
+	align-items: center;
+	justify-content: center;
+}
+
+.arrow-icon {
+	height: 1em;
+	width: 1em;
+	margin-right: 5px;
+	transform: translateY(2px);
+}
+
+.cn-icon {
+	display: block;
+	width: 16px;
+	height: 16px;
+}
+
+.cn-icon svg {
+	display: block;
+	margin: 0;
+	pointer-events: none;
+}
+
+.cn-manager-header {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 5px;
+	align-items: center;
+	padding: 0 5px;
+}
+
+.cn-manager-header label {
+	display: flex;
+	gap: 5px;
+	align-items: center;
+}
+
+.cn-manager-filter {
+	height: 28px;
+	line-height: 28px;
+}
+
+.cn-manager-keywords {
+	height: 28px;
+	line-height: 28px;
+	padding: 0 5px 0 26px;
+	background-size: 16px;
+	background-position: 5px center;
+	background-repeat: no-repeat;
+	background-image: url("data:image/svg+xml;charset=utf8,%3Csvg%20viewBox%3D%220%200%2024%2024%22%20width%3D%22100%25%22%20height%3D%22100%25%22%20pointer-events%3D%22none%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Cpath%20fill%3D%22none%22%20stroke%3D%22%23888%22%20stroke-linecap%3D%22round%22%20stroke-linejoin%3D%22round%22%20stroke-width%3D%222%22%20d%3D%22m21%2021-4.486-4.494M19%2010.5a8.5%208.5%200%201%201-17%200%208.5%208.5%200%200%201%2017%200%22%2F%3E%3C%2Fsvg%3E");
+}
+
+.cn-manager-status {
+	padding-left: 10px;
+}
+
+.cn-manager-grid {
+	flex: auto;
+	border: 1px solid var(--border-color);
+	overflow: hidden;
+	position: relative;
+}
+
+.cn-manager-selection {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 10px;
+	align-items: center;
+}
+
+.cn-manager-message {
+	position: relative;
+}
+
+.cn-manager-footer {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 10px;
+	align-items: center;
+}
+
+.cn-manager-grid .tg-turbogrid {
+	font-family: var(--grid-font);
+	font-size: 15px;
+	background: var(--bg-color);
+}
+
+.cn-manager-grid .tg-turbogrid .tg-highlight::after {
+	position: absolute;
+	top: 0;
+	left: 0;
+	content: "";
+	display: block;
+	width: 100%;
+	height: 100%;
+	box-sizing: border-box;
+	background-color: #80bdff11;
+	pointer-events: none;
+}
+
+.cn-manager-grid .cn-pack-name a {
+	color: skyblue;
+	text-decoration: none;
+	word-break: break-word;
+}
+
+.cn-manager-grid .cn-pack-desc a {
+	color: #5555FF;
+	font-weight: bold;
+	text-decoration: none;
+}
+
+.cn-manager-grid .tg-cell a:hover {
+	text-decoration: underline;
+}
+
+.cn-manager-grid .cn-pack-version {
+	line-height: 100%;
+	display: flex;
+	flex-direction: column;
+	justify-content: center;
+	height: 100%;
+	gap: 5px;
+}
+
+.cn-manager-grid .cn-pack-nodes {
+	line-height: 100%;
+	display: flex;
+	flex-direction: column;
+	justify-content: center;
+	gap: 5px;
+	cursor: pointer;
+	height: 100%;
+}
+
+.cn-manager-grid .cn-pack-nodes:hover {
+	text-decoration: underline;
+}
+
+.cn-manager-grid .cn-pack-conflicts {
+	color: orange;
+}
+
+.cn-popover {
+	position: fixed;
+	z-index: 10000;
+	padding: 20px;
+	color: #1e1e1e;
+	filter: drop-shadow(1px 5px 5px rgb(0 0 0 / 30%));
+	overflow: hidden;
+}
+
+.cn-flyover {
+	position: absolute;
+    top: 0;
+	right: 0;
+    z-index: 1000;
+    display: none;
+    width: 50%;
+    height: 100%;
+    background-color: var(--comfy-menu-bg);
+    animation-duration: 0.2s;
+    animation-fill-mode: both;
+	flex-direction: column;
+}
+
+.cn-flyover::before {
+    position: absolute;
+    top: 0;
+    content: "";
+    z-index: 10;
+    display: block;
+    width: 10px;
+    height: 100%;
+    pointer-events: none;
+	left: -10px;
+    background-image: linear-gradient(to left, rgb(0 0 0 / 20%), rgb(0 0 0 / 0%));
+}
+
+.cn-flyover-header {
+	height: 45px;
+	display: flex;
+	align-items: center;
+	gap: 5px;
+	border-bottom: 1px solid var(--border-color);
+}
+
+.cn-flyover-close {
+	display: flex;
+	align-items: center;
+	padding: 0 10px;
+	justify-content: center;
+	cursor: pointer;
+	opacity: 0.8;
+	height: 100%;
+}
+
+.cn-flyover-close:hover {
+	opacity: 1;
+}
+
+.cn-flyover-close svg {
+	display: block;
+	margin: 0;
+	pointer-events: none;
+	width: 20px;
+	height: 20px;
+}
+
+.cn-flyover-title {
+	display: flex;
+	align-items: center;
+	font-weight: bold;
+	gap: 10px;
+	flex: auto;
+}
+
+.cn-flyover-body {
+	height: calc(100% - 45px);
+	overflow-y: auto;
+	position: relative;
+	background-color: var(--comfy-menu-secondary-bg);
+}
+
+@keyframes cn-slide-in-right {
+    from {
+        visibility: visible;
+        transform: translate3d(100%, 0, 0);
+    }
+
+    to {
+        transform: translate3d(0, 0, 0);
+    }
+}
+
+.cn-slide-in-right {
+    animation-name: cn-slide-in-right;
+}
+
+@keyframes cn-slide-out-right {
+    from {
+        transform: translate3d(0, 0, 0);
+    }
+
+    to {
+        visibility: hidden;
+        transform: translate3d(100%, 0, 0);
+    }
+}
+
+.cn-slide-out-right {
+    animation-name: cn-slide-out-right;
+}
+
+.cn-nodes-list {
+	width: 100%;
+}
+
+.cn-nodes-row {
+	display: flex;
+	align-items: center;
+	gap: 10px;
+}
+
+.cn-nodes-row:nth-child(odd) {
+	background-color: rgb(0 0 0 / 5%);
+}
+
+.cn-nodes-row:hover {
+    background-color: rgb(0 0 0 / 10%);
+}
+
+.cn-nodes-sn {
+	text-align: right;
+	min-width: 35px;
+	color: var(--drag-text);
+	flex-shrink: 0;
+	font-size: 12px;
+	padding: 8px 5px;
+}
+
+.cn-nodes-name {
+	cursor: pointer;
+	white-space: nowrap;
+	flex-shrink: 0;
+	position: relative;
+	padding: 8px 5px;
+}
+
+.cn-nodes-name::after {
+	content: attr(action);
+	position: absolute;
+	pointer-events: none;
+	top: 50%;
+	left: 100%;
+	transform: translate(5px, -50%);
+	font-size: 12px;
+	color: var(--drag-text);
+	background-color: var(--comfy-input-bg);
+	border-radius: 10px;
+	border: 1px solid var(--border-color);
+	padding: 3px 8px;
+	display: none;
+}
+
+.cn-nodes-name.action::after {
+	display: block;
+}
+
+.cn-nodes-name:hover {
+	text-decoration: underline;
+}
+
+.cn-nodes-conflict .cn-nodes-name,
+.cn-nodes-conflict .cn-icon {
+	color: orange;
+}
+
+.cn-conflicts-list {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 5px;
+	align-items: center;
+	padding: 5px 0;
+}
+
+.cn-conflicts-list b {
+	font-weight: normal;
+	color: var(--descrip-text);
+}
+
+.cn-nodes-pack {
+	cursor: pointer;
+	color: skyblue;
+}
+
+.cn-nodes-pack:hover {
+	text-decoration: underline;
+}
+
+.cn-pack-badge {
+	font-size: 12px;
+	font-weight: normal;
+	background-color: var(--comfy-input-bg);
+	border-radius: 10px;
+	border: 1px solid var(--border-color);
+	padding: 3px 8px;
+	color: var(--error-text);
+}
+
+.cn-preview {
+	min-width: 300px;
+	max-width: 500px;
+	min-height: 120px;
+	overflow: hidden;
+  	font-size: 12px;
+	pointer-events: none;
+	padding: 12px;
+	color: var(--fg-color);
+}
+
+.cn-preview-header {
+	display: flex;
+	gap: 8px;
+	align-items: center;
+	border-bottom: 1px solid var(--comfy-input-bg);
+	padding: 5px 10px;
+}
+
+.cn-preview-dot {
+	width: 8px;
+	height: 8px;
+	border-radius: 50%;
+	background-color: grey;
+	position: relative;
+	filter: drop-shadow(1px 2px 3px rgb(0 0 0 / 30%));
+}
+
+.cn-preview-dot.cn-preview-optional::after {
+	content: "";
+	position: absolute;
+	pointer-events: none;
+	top: 50%;
+	left: 50%;
+	transform: translate(-50%, -50%);
+	background-color: var(--comfy-input-bg);
+	border-radius: 50%;
+	width: 3px;
+  	height: 3px;
+}
+
+.cn-preview-dot.cn-preview-grid {
+	border-radius: 0;
+}
+
+.cn-preview-dot.cn-preview-grid::before {
+	content: '';
+	position: absolute;
+	border-left: 1px solid var(--comfy-input-bg);
+	border-right: 1px solid var(--comfy-input-bg);
+	width: 4px;
+	height: 100%;
+	left: 2px;
+	top: 0;
+	z-index: 1;
+}
+
+.cn-preview-dot.cn-preview-grid::after {
+	content: '';
+	position: absolute;
+	border-top: 1px solid var(--comfy-input-bg);
+	border-bottom: 1px solid var(--comfy-input-bg);
+	width: 100%;
+	height: 4px;
+	left: 0;
+	top: 2px;
+	z-index: 1;
+}
+
+.cn-preview-name {
+	flex: auto;
+	font-size: 14px;
+}
+
+.cn-preview-io {
+	display: flex;
+	justify-content: space-between;
+	padding: 10px 10px;
+}
+
+.cn-preview-column > div {
+	display: flex;
+	gap: 10px;
+	align-items: center;
+	height: 18px;
+	overflow: hidden;
+	white-space: nowrap;
+	text-overflow: ellipsis;
+}
+
+.cn-preview-input {
+	justify-content: flex-start;
+}
+
+.cn-preview-output {
+	justify-content: flex-end;
+}
+
+.cn-preview-list {
+	display: flex;
+	flex-direction: column;
+	gap: 3px;
+	padding: 0 10px 10px 10px;
+}
+
+.cn-preview-switch {
+	position: relative;
+	display: flex;
+	justify-content: space-between;
+	align-items: center;
+	background: var(--bg-color);
+	border: 2px solid var(--border-color);
+	border-radius: 10px;
+	text-wrap: nowrap;
+	padding: 2px 20px;
+	gap: 10px;
+}
+
+.cn-preview-switch::before,
+.cn-preview-switch::after {
+	position: absolute;
+	pointer-events: none;
+	top: 50%;
+	transform: translate(0, -50%);
+	color: var(--fg-color);
+	opacity: 0.8;
+}
+
+.cn-preview-switch::before {
+	content: "◀";
+	left: 5px;
+}
+
+.cn-preview-switch::after {
+	content: "▶";
+	right: 5px;
+}
+
+.cn-preview-value {
+	color: var(--descrip-text);
+}
+
+.cn-preview-string {
+	min-height: 30px;
+	max-height: 300px;
+	background: var(--bg-color);
+	color: var(--descrip-text);
+	border-radius: 3px;
+	padding: 3px 5px;
+	overflow-y: auto;
+	overflow-x: hidden;
+}
+
+.cn-preview-description {
+	margin: 0px 10px 10px 10px;
+	padding: 6px;
+	background: var(--border-color);
+	color: var(--descrip-text);
+	border-radius: 5px;
+	font-style: italic;
+	word-break: break-word;
+}
+
+.cn-tag-list {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 5px;
+	align-items: center;
+	margin-bottom: 5px;
+}
+
+.cn-tag-list > div {
+	background-color: var(--border-color);
+	border-radius: 5px;
+	padding: 0 5px;
+}
+
+.cn-install-buttons {
+	display: flex;
+	flex-direction: column;
+	gap: 3px;
+	padding: 3px;
+	align-items: center;
+	justify-content: center;
+	height: 100%;
+}
+
+.cn-selected-buttons {
+	display: flex;
+	gap: 5px;
+	align-items: center;
+	padding-right: 20px;
+}
+
+.cn-manager .cn-btn-enable {
+	background-color: #333399;
+	color: white;
+}
+
+.cn-manager .cn-btn-disable {
+	background-color: #442277;
+	color: white;
+}
+
+.cn-manager .cn-btn-update {
+	background-color: #1155AA;
+	color: white;
+}
+
+.cn-manager .cn-btn-try-update {
+	background-color: Gray;
+	color: white;
+}
+
+.cn-manager .cn-btn-try-fix {
+	background-color: #6495ED;
+	color: white;
+}
+
+.cn-manager .cn-btn-import-failed {
+	background-color: #AA1111;
+    font-size: 10px;
+	font-weight: bold;
+	color: white;
+}
+
+.cn-manager .cn-btn-install {
+	background-color: black;
+	color: white;
+}
+
+.cn-manager .cn-btn-try-install {
+	background-color: Gray;
+	color: white;
+}
+
+.cn-manager .cn-btn-uninstall {
+	background-color: #993333;
+	color: white;
+}
+
+.cn-manager .cn-btn-reinstall {
+	background-color: #993333;
+	color: white;
+}
+
+.cn-manager .cn-btn-switch {
+	background-color: #448833;
+	color: white;
+
+}
+
+@keyframes cn-btn-loading-bg {
+	0% {
+		left: 0;
+	}
+	100% {
+		left: -105px;
+	}
+}
+
+.cn-manager button.cn-btn-loading {
+	position: relative;
+	overflow: hidden;
+	border-color: rgb(0 119 207 / 80%);
+	background-color: var(--comfy-input-bg);
+}
+
+.cn-manager button.cn-btn-loading::after {
+	position: absolute;
+	top: 0;
+	left: 0;
+	content: "";
+	width: 500px;
+	height: 100%;
+	background-image: repeating-linear-gradient(
+		-45deg,
+		rgb(0 119 207 / 30%),
+		rgb(0 119 207 / 30%) 10px,
+		transparent 10px,
+		transparent 15px
+	);
+	animation: cn-btn-loading-bg 2s linear infinite;
+}
+
+.cn-manager-light .cn-pack-name a {
+	color: blue;
+}
+
+.cn-manager-light .cm-warn-note {
+	background-color: #ccc !important;
+}
+
+.cn-manager-light .cn-btn-install {
+	background-color: #333;
+}

js/model-manager.css

@@ -0,0 +1,213 @@
+.cmm-manager {
+	--grid-font: -apple-system, BlinkMacSystemFont, "Segoe UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
+	z-index: 1099;
+	width: 80%;
+	height: 80%;
+	display: flex;
+	flex-direction: column;
+	gap: 10px;
+	color: var(--fg-color);
+	font-family: arial, sans-serif;
+}
+
+.cmm-manager .cmm-flex-auto {
+	flex: auto;
+}
+
+.cmm-manager button {
+	font-size: 16px;
+	color: var(--input-text);
+    background-color: var(--comfy-input-bg);
+    border-radius: 8px;
+    border-color: var(--border-color);
+    border-style: solid;
+    margin: 0;
+	padding: 4px 8px;
+	min-width: 100px;
+}
+
+.cmm-manager button:disabled,
+.cmm-manager input:disabled,
+.cmm-manager select:disabled {
+	color: gray;
+}
+
+.cmm-manager button:disabled {
+	background-color: var(--comfy-input-bg);
+}
+
+.cmm-manager .cmm-manager-refresh {
+	display: none;
+	background-color: #000080;
+	color: white;
+}
+
+.cmm-manager .cmm-manager-stop {
+	display: none;
+	background-color: #500000;
+	color: white;
+}
+
+.cmm-manager-header {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 5px;
+	align-items: center;
+	padding: 0 5px;
+}
+
+.cmm-manager-header label {
+	display: flex;
+	gap: 5px;
+	align-items: center;
+}
+
+.cmm-manager-type,
+.cmm-manager-base,
+.cmm-manager-filter {
+	height: 28px;
+	line-height: 28px;
+}
+
+.cmm-manager-keywords {
+	height: 28px;
+	line-height: 28px;
+	padding: 0 5px 0 26px;
+	background-size: 16px;
+	background-position: 5px center;
+	background-repeat: no-repeat;
+	background-image: url("data:image/svg+xml;charset=utf8,%3Csvg%20viewBox%3D%220%200%2024%2024%22%20width%3D%22100%25%22%20height%3D%22100%25%22%20pointer-events%3D%22none%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Cpath%20fill%3D%22none%22%20stroke%3D%22%23888%22%20stroke-linecap%3D%22round%22%20stroke-linejoin%3D%22round%22%20stroke-width%3D%222%22%20d%3D%22m21%2021-4.486-4.494M19%2010.5a8.5%208.5%200%201%201-17%200%208.5%208.5%200%200%201%2017%200%22%2F%3E%3C%2Fsvg%3E");
+}
+
+.cmm-manager-status {
+	padding-left: 10px;
+}
+
+.cmm-manager-grid {
+	flex: auto;
+	border: 1px solid var(--border-color);
+	overflow: hidden;
+}
+
+.cmm-manager-selection {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 10px;
+	align-items: center;
+}
+
+.cmm-manager-footer {
+	display: flex;
+	flex-wrap: wrap;
+	gap: 10px;
+	align-items: center;
+}
+
+.cmm-manager-grid .tg-turbogrid {
+	font-family: var(--grid-font);
+	font-size: 15px;
+	background: var(--bg-color);
+}
+
+.cmm-manager-grid .cmm-node-name a {
+	color: skyblue;
+	text-decoration: none;
+	word-break: break-word;
+}
+
+.cmm-manager-grid .cmm-node-desc a {
+	color: #5555FF;
+    font-weight: bold;
+	text-decoration: none;
+}
+
+.cmm-manager-grid .tg-cell a:hover {
+	text-decoration: underline;
+}
+
+.cmm-icon-passed {
+	width: 20px;
+	height: 20px;
+	position: absolute;
+	left: calc(50% - 10px);
+	top: calc(50% - 10px);
+}
+
+.cmm-manager .cmm-btn-enable {
+	background-color: blue;
+	color: white;
+}
+
+.cmm-manager .cmm-btn-disable {
+	background-color: MediumSlateBlue;
+	color: white;
+}
+
+.cmm-manager .cmm-btn-install {
+	background-color: black;
+	color: white;
+}
+
+.cmm-btn-download {
+	width: 18px;
+	height: 18px;
+	position: absolute;
+	left: calc(50% - 10px);
+	top: calc(50% - 10px);
+	cursor: pointer;
+	opacity: 0.8;
+	color: #fff;
+}
+
+.cmm-btn-download:hover {
+	opacity: 1;
+}
+
+.cmm-manager-light .cmm-btn-download {
+	color: #000;
+}
+
+@keyframes cmm-btn-loading-bg {
+    0% {
+        left: 0;
+    }
+    100% {
+        left: -105px;
+    }
+}
+
+.cmm-manager button.cmm-btn-loading {
+    position: relative;
+    overflow: hidden;
+    border-color: rgb(0 119 207 / 80%);
+	background-color: var(--comfy-input-bg);
+}
+
+.cmm-manager button.cmm-btn-loading::after {
+    position: absolute;
+    top: 0;
+    left: 0;
+    content: "";
+    width: 500px;
+    height: 100%;
+    background-image: repeating-linear-gradient(
+        -45deg,
+        rgb(0 119 207 / 30%),
+        rgb(0 119 207 / 30%) 10px,
+        transparent 10px,
+        transparent 15px
+    );
+    animation: cmm-btn-loading-bg 2s linear infinite;
+}
+
+.cmm-manager-light .cmm-node-name a {
+	color: blue;
+}
+
+.cmm-manager-light .cm-warn-note {
+	background-color: #ccc !important;
+}
+
+.cmm-manager-light .cmm-btn-install {
+	background-color: #333;
+}

js/model-manager.js

@@ -3,236 +3,17 @@ import { $el } from "../../scripts/ui.js";
 import { 
 	manager_instance, rebootAPI, 
 	fetchData, md5, icons, show_message, customAlert, infoToast, showTerminal,
-	storeColumnWidth, restoreColumnWidth
+	storeColumnWidth, restoreColumnWidth, loadCss
 } from  "./common.js";
 import { api } from "../../scripts/api.js";
 
 // https://cenfun.github.io/turbogrid/api.html
 import TG from "./turbogrid.esm.js";
 
+loadCss("./model-manager.css");
+
 const gridId = "model";
 
-const pageCss = `
-.cmm-manager {
-	--grid-font: -apple-system, BlinkMacSystemFont, "Segoe UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
-	z-index: 1099;
-	width: 80%;
-	height: 80%;
-	display: flex;
-	flex-direction: column;
-	gap: 10px;
-	color: var(--fg-color);
-	font-family: arial, sans-serif;
-}
-
-.cmm-manager .cmm-flex-auto {
-	flex: auto;
-}
-
-.cmm-manager button {
-	font-size: 16px;
-	color: var(--input-text);
-    background-color: var(--comfy-input-bg);
-    border-radius: 8px;
-    border-color: var(--border-color);
-    border-style: solid;
-    margin: 0;
-	padding: 4px 8px;
-	min-width: 100px;
-}
-
-.cmm-manager button:disabled,
-.cmm-manager input:disabled,
-.cmm-manager select:disabled {
-	color: gray;
-}
-
-.cmm-manager button:disabled {
-	background-color: var(--comfy-input-bg);
-}
-
-.cmm-manager .cmm-manager-refresh {
-	display: none;
-	background-color: #000080;
-	color: white;
-}
-
-.cmm-manager .cmm-manager-stop {
-	display: none;
-	background-color: #500000;
-	color: white;
-}
-
-.cmm-manager-header {
-	display: flex;
-	flex-wrap: wrap;
-	gap: 5px;
-	align-items: center;
-	padding: 0 5px;
-}
-
-.cmm-manager-header label {
-	display: flex;
-	gap: 5px;
-	align-items: center;
-}
-
-.cmm-manager-type,
-.cmm-manager-base,
-.cmm-manager-filter {
-	height: 28px;
-	line-height: 28px;
-}
-
-.cmm-manager-keywords {
-	height: 28px;
-	line-height: 28px;
-	padding: 0 5px 0 26px;
-	background-size: 16px;
-	background-position: 5px center;
-	background-repeat: no-repeat;
-	background-image: url("data:image/svg+xml;charset=utf8,${encodeURIComponent(icons.search.replace("currentColor", "#888"))}");
-}
-
-.cmm-manager-status {
-	padding-left: 10px;
-}
-
-.cmm-manager-grid {
-	flex: auto;
-	border: 1px solid var(--border-color);
-	overflow: hidden;
-}
-
-.cmm-manager-selection {
-	display: flex;
-	flex-wrap: wrap;
-	gap: 10px;
-	align-items: center;
-}
-
-.cmm-manager-message {
-	
-}
-
-.cmm-manager-footer {
-	display: flex;
-	flex-wrap: wrap;
-	gap: 10px;
-	align-items: center;
-}
-
-.cmm-manager-grid .tg-turbogrid {
-	font-family: var(--grid-font);
-	font-size: 15px;
-	background: var(--bg-color);
-}
-
-.cmm-manager-grid .cmm-node-name a {
-	color: skyblue;
-	text-decoration: none;
-	word-break: break-word;
-}
-
-.cmm-manager-grid .cmm-node-desc a {
-	color: #5555FF;
-    font-weight: bold;
-	text-decoration: none;
-}
-
-.cmm-manager-grid .tg-cell a:hover {
-	text-decoration: underline;
-}
-
-.cmm-icon-passed {
-	width: 20px;
-	height: 20px;
-	position: absolute;
-	left: calc(50% - 10px);
-	top: calc(50% - 10px);
-}
-
-.cmm-manager .cmm-btn-enable {
-	background-color: blue;
-	color: white;
-}
-
-.cmm-manager .cmm-btn-disable {
-	background-color: MediumSlateBlue;
-	color: white;
-}
-
-.cmm-manager .cmm-btn-install {
-	background-color: black;
-	color: white;
-}
-
-.cmm-btn-download {
-	width: 18px;
-	height: 18px;
-	position: absolute;
-	left: calc(50% - 10px);
-	top: calc(50% - 10px);
-	cursor: pointer;
-	opacity: 0.8;
-	color: #fff;
-}
-
-.cmm-btn-download:hover {
-	opacity: 1;
-}
-
-.cmm-manager-light .cmm-btn-download {
-	color: #000;
-}
-
-@keyframes cmm-btn-loading-bg {
-    0% {
-        left: 0;
-    }
-    100% {
-        left: -105px;
-    }
-}
-
-.cmm-manager button.cmm-btn-loading {
-    position: relative;
-    overflow: hidden;
-    border-color: rgb(0 119 207 / 80%);
-	background-color: var(--comfy-input-bg);
-}
-
-.cmm-manager button.cmm-btn-loading::after {
-    position: absolute;
-    top: 0;
-    left: 0;
-    content: "";
-    width: 500px;
-    height: 100%;
-    background-image: repeating-linear-gradient(
-        -45deg,
-        rgb(0 119 207 / 30%),
-        rgb(0 119 207 / 30%) 10px,
-        transparent 10px,
-        transparent 15px
-    );
-    animation: cmm-btn-loading-bg 2s linear infinite;
-}
-
-.cmm-manager-light .cmm-node-name a {
-	color: blue;
-}
-
-.cmm-manager-light .cm-warn-note {
-	background-color: #ccc !important;
-}
-
-.cmm-manager-light .cmm-btn-install {
-	background-color: #333;
-}
-
-`;
-
 const pageHtml = `
 <div class="cmm-manager-header">
 	<label>Filter
@@ -283,14 +64,6 @@ export class ModelManager {
 	}
 
 	init() {
-
-		if (!document.querySelector(`style[context="${this.id}"]`)) {
-			const $style = document.createElement("style");
-			$style.setAttribute("context", this.id);
-			$style.innerHTML = pageCss;
-			document.head.appendChild($style);
-		}
-
 		this.element = $el("div", {
 			parent: document.body,
 			className: "comfy-modal cmm-manager"
@@ -308,10 +81,13 @@ export class ModelManager {
 			value: ""
 		}, {
 			label: "Installed",
-			value: "True"
+			value: "installed"
 		}, {
 			label: "Not Installed",
-			value: "False"
+			value: "not_installed"
+		}, {
+			label: "In Workflow",
+			value: "in_workflow"
 		}];
 
 		this.typeList = [{
@@ -481,12 +257,31 @@ export class ModelManager {
 			rowFilter: (rowItem) => {
 
 				const searchableColumns = ["name", "type", "base", "description", "filename", "save_path"];
+				const models_extensions = ['.ckpt', '.pt', '.pt2', '.bin', '.pth', '.safetensors', '.pkl', '.sft'];
 
 				let shouldShown = grid.highlightKeywordsFilter(rowItem, searchableColumns, this.keywords);
 
 				if (shouldShown) {
-					if(this.filter && rowItem.installed !== this.filter) {
-						return false;
+					if(this.filter) {
+						if (this.filter == "in_workflow") {
+							rowItem.in_workflow = null;
+							if (Array.isArray(app.graph._nodes)) {
+								app.graph._nodes.forEach((item, i) => {
+									if (Array.isArray(item.widgets_values)) {
+										item.widgets_values.forEach((_item, i) => {
+											if (rowItem.in_workflow === null && _item !== null && models_extensions.includes("." + _item.toString().split('.').pop())) {
+												let filename = _item.match(/([^\/]+)(?=\.\w+$)/)[0];
+												if (grid.highlightKeywordsFilter(rowItem, searchableColumns, filename)) {
+													rowItem.in_workflow = "True";
+													grid.highlightKeywordsFilter(rowItem, searchableColumns, "");
+												}
+											}
+										});
+									}
+								});
+							}
+						}
+						return ((this.filter == "installed" && rowItem.installed == "True") || (this.filter == "not_installed" && rowItem.installed == "False") || (this.filter == "in_workflow" && rowItem.in_workflow == "True"));
 					}
 
 					if(this.type && rowItem.type !== this.type) {
@@ -561,7 +356,7 @@ export class ModelManager {
 			sortable: false,
 			align: 'center',
 			formatter: (url, rowItem, columnItem) => {
-				return `<a class="cmm-btn-download" title="Download file" href="${url}" target="_blank">${icons.download}</a>`;
+				return `<a class="cmm-btn-download" tooltip="Download file" href="${url}" target="_blank">${icons.download}</a>`;
 			}
 		}, {
 			id: 'size',
@@ -1022,4 +817,4 @@ export class ModelManager {
 	close() {
 		this.element.style.display = "none";
 	}
-}
+}

js/node_fixer.js

@@ -153,6 +153,7 @@ app.registerExtension({
 					app.canvas.graph.add(new_node, false);
 					node_info_copy(this, new_node, true);
 					app.canvas.graph.remove(this);
+					requestAnimationFrame(() => app.canvas.setDirty(true, true))
 				},
 			});
 		});

js/popover-helper.js

@@ -0,0 +1,619 @@
+const hasOwn = function(obj, key) {
+    return Object.prototype.hasOwnProperty.call(obj, key);
+};
+
+const isNum = function(num) {
+    if (typeof num !== 'number' || isNaN(num)) {
+        return false;
+    }
+    const isInvalid = function(n) {
+        if (n === Number.MAX_VALUE || n === Number.MIN_VALUE || n === Number.NEGATIVE_INFINITY || n === Number.POSITIVE_INFINITY) {
+            return true;
+        }
+        return false;
+    };
+    if (isInvalid(num)) {
+        return false;
+    }
+    return true;
+};
+
+const toNum = (num) => {
+    if (typeof (num) !== 'number') {
+        num = parseFloat(num);
+    }
+    if (isNaN(num)) {
+        num = 0;
+    }
+    num = Math.round(num);
+    return num;
+};
+
+const clamp = function(value, min, max) {
+    return Math.max(min, Math.min(max, value));
+};
+
+const isWindow = (obj) => {
+    return Boolean(obj && obj === obj.window);
+};
+
+const isDocument = (obj) => {
+    return Boolean(obj && obj.nodeType === 9);
+};
+
+const isElement = (obj) => {
+    return Boolean(obj && obj.nodeType === 1);
+};
+
+// ===========================================================================================
+
+export const toRect = (obj) => {
+    if (obj) {
+        return {
+            left: toNum(obj.left || obj.x),
+            top: toNum(obj.top || obj.y),
+            width: toNum(obj.width),
+            height: toNum(obj.height)
+        };
+    }
+    return {
+        left: 0,
+        top: 0,
+        width: 0,
+        height: 0
+    };
+};
+
+export const getElement = (selector) => {
+    if (typeof selector === 'string' && selector) {
+        if (selector.startsWith('#')) {
+            return document.getElementById(selector.slice(1));
+        }
+        return document.querySelector(selector);
+    }
+
+    if (isDocument(selector)) {
+        return selector.body;
+    }
+    if (isElement(selector)) {
+        return selector;
+    }
+};
+
+export const getRect = (target, fixed) => {
+    if (!target) {
+        return toRect();
+    }
+
+    if (isWindow(target)) {
+        return {
+            left: 0,
+            top: 0,
+            width: window.innerWidth,
+            height: window.innerHeight
+        };
+    }
+
+    const elem = getElement(target);
+    if (!elem) {
+        return toRect(target);
+    }
+
+    const br = elem.getBoundingClientRect();
+    const rect = toRect(br);
+
+    // fix offset
+    if (!fixed) {
+        rect.left += window.scrollX;
+        rect.top += window.scrollY;
+    }
+
+    rect.width = elem.offsetWidth;
+    rect.height = elem.offsetHeight;
+
+    return rect;
+};
+
+// ===========================================================================================
+
+const calculators = {
+
+    bottom: (info, containerRect, targetRect) => {
+        info.space = containerRect.top + containerRect.height - targetRect.top - targetRect.height - info.height;
+        info.top = targetRect.top + targetRect.height;
+        info.left = Math.round(targetRect.left + targetRect.width * 0.5 - info.width * 0.5);
+    },
+
+    top: (info, containerRect, targetRect) => {
+        info.space = targetRect.top - info.height - containerRect.top;
+        info.top = targetRect.top - info.height;
+        info.left = Math.round(targetRect.left + targetRect.width * 0.5 - info.width * 0.5);
+    },
+
+    right: (info, containerRect, targetRect) => {
+        info.space = containerRect.left + containerRect.width - targetRect.left - targetRect.width - info.width;
+        info.top = Math.round(targetRect.top + targetRect.height * 0.5 - info.height * 0.5);
+        info.left = targetRect.left + targetRect.width;
+    },
+
+    left: (info, containerRect, targetRect) => {
+        info.space = targetRect.left - info.width - containerRect.left;
+        info.top = Math.round(targetRect.top + targetRect.height * 0.5 - info.height * 0.5);
+        info.left = targetRect.left - info.width;
+    }
+};
+
+// with order
+export const getDefaultPositions = () => {
+    return Object.keys(calculators);
+};
+
+const calculateSpace = (info, containerRect, targetRect) => {
+    const calculator = calculators[info.position];
+    calculator(info, containerRect, targetRect);
+    if (info.space >= 0) {
+        info.passed += 1;
+    }
+};
+
+// ===========================================================================================
+
+const calculateAlignOffset = (info, containerRect, targetRect, alignType, sizeType) => {
+
+    const popoverStart = info[alignType];
+    const popoverSize = info[sizeType];
+
+    const containerStart = containerRect[alignType];
+    const containerSize = containerRect[sizeType];
+
+    const targetStart = targetRect[alignType];
+    const targetSize = targetRect[sizeType];
+
+    const targetCenter = targetStart + targetSize * 0.5;
+
+    // size overflow
+    if (popoverSize > containerSize) {
+        const overflow = (popoverSize - containerSize) * 0.5;
+        info[alignType] = containerStart - overflow;
+        info.offset = targetCenter - containerStart + overflow;
+        return;
+    }
+
+    const space1 = popoverStart - containerStart;
+    const space2 = (containerStart + containerSize) - (popoverStart + popoverSize);
+
+    // both side passed, default to center
+    if (space1 >= 0 && space2 >= 0) {
+        if (info.passed) {
+            info.passed += 2;
+        }
+        info.offset = popoverSize * 0.5;
+        return;
+    }
+
+    // one side passed
+    if (info.passed) {
+        info.passed += 1;
+    }
+
+    if (space1 < 0) {
+        const min = containerStart;
+        info[alignType] = min;
+        info.offset = targetCenter - min;
+        return;
+    }
+
+    // space2 < 0
+    const max = containerStart + containerSize - popoverSize;
+    info[alignType] = max;
+    info.offset = targetCenter - max;
+
+};
+
+const calculateHV = (info, containerRect) => {
+    if (['top', 'bottom'].includes(info.position)) {
+        info.top = clamp(info.top, containerRect.top, containerRect.top + containerRect.height - info.height);
+        return ['left', 'width'];
+    }
+    info.left = clamp(info.left, containerRect.left, containerRect.left + containerRect.width - info.width);
+    return ['top', 'height'];
+};
+
+const calculateOffset = (info, containerRect, targetRect) => {
+
+    const [alignType, sizeType] = calculateHV(info, containerRect);
+
+    calculateAlignOffset(info, containerRect, targetRect, alignType, sizeType);
+
+    info.offset = clamp(info.offset, 0, info[sizeType]);
+
+};
+
+// ===========================================================================================
+
+const calculateDistance = (info, previousPositionInfo) => {
+    if (!previousPositionInfo) {
+        return;
+    }
+    // no change if position no change with previous
+    if (info.position === previousPositionInfo.position) {
+        return;
+    }
+    const ax = info.left + info.width * 0.5;
+    const ay = info.top + info.height * 0.5;
+    const bx = previousPositionInfo.left + previousPositionInfo.width * 0.5;
+    const by = previousPositionInfo.top + previousPositionInfo.height * 0.5;
+    const dx = Math.abs(ax - bx);
+    const dy = Math.abs(ay - by);
+    info.distance = Math.round(Math.sqrt(dx * dx + dy * dy));
+};
+
+// ===========================================================================================
+
+const calculatePositionInfo = (info, containerRect, targetRect, previousPositionInfo) => {
+    calculateSpace(info, containerRect, targetRect);
+    calculateOffset(info, containerRect, targetRect);
+    calculateDistance(info, previousPositionInfo);
+};
+
+// ===========================================================================================
+
+const calculateBestPosition = (containerRect, targetRect, infoMap, withOrder, previousPositionInfo) => {
+
+    // position space: +1
+    // align space:
+    //    two side passed: +2
+    //    one side passed: +1
+
+    const safePassed = 3;
+
+    if (previousPositionInfo) {
+        const prevInfo = infoMap[previousPositionInfo.position];
+        if (prevInfo) {
+            calculatePositionInfo(prevInfo, containerRect, targetRect);
+            if (prevInfo.passed >= safePassed) {
+                return prevInfo;
+            }
+            prevInfo.calculated = true;
+        }
+    }
+
+    const positionList = [];
+    Object.values(infoMap).forEach((info) => {
+        if (!info.calculated) {
+            calculatePositionInfo(info, containerRect, targetRect, previousPositionInfo);
+        }
+        positionList.push(info);
+    });
+
+    positionList.sort((a, b) => {
+        if (a.passed !== b.passed) {
+            return b.passed - a.passed;
+        }
+
+        if (withOrder && a.passed >= safePassed && b.passed >= safePassed) {
+            return a.index - b.index;
+        }
+
+        if (a.space !== b.space) {
+            return b.space - a.space;
+        }
+
+        return a.index - b.index;
+    });
+
+    // logTable(positionList);
+
+    return positionList[0];
+};
+
+// const logTable = (() => {
+//     let time_id;
+//     return (info) => {
+//         clearTimeout(time_id);
+//         time_id = setTimeout(() => {
+//             console.table(info);
+//         }, 10);
+//     };
+// })();
+
+// ===========================================================================================
+
+const getAllowPositions = (positions, defaultAllowPositions) => {
+    if (!positions) {
+        return;
+    }
+    if (Array.isArray(positions)) {
+        positions = positions.join(',');
+    }
+    positions = String(positions).split(',').map((it) => it.trim().toLowerCase()).filter((it) => it);
+    positions = positions.filter((it) => defaultAllowPositions.includes(it));
+    if (!positions.length) {
+        return;
+    }
+    return positions;
+};
+
+const isPositionChanged = (info, previousPositionInfo) => {
+    if (!previousPositionInfo) {
+        return true;
+    }
+
+    if (info.left !== previousPositionInfo.left) {
+        return true;
+    }
+
+    if (info.top !== previousPositionInfo.top) {
+        return true;
+    }
+
+    return false;
+};
+
+// ===========================================================================================
+
+// const log = (name, time) => {
+//     if (time > 0.1) {
+//         console.log(name, time);
+//     }
+// };
+
+export const getBestPosition = (containerRect, targetRect, popoverRect, positions, previousPositionInfo) => {
+
+    const defaultAllowPositions = getDefaultPositions();
+    let withOrder = true;
+    let allowPositions = getAllowPositions(positions, defaultAllowPositions);
+    if (!allowPositions) {
+        allowPositions = defaultAllowPositions;
+        withOrder = false;
+    }
+
+    // console.log('withOrder', withOrder);
+
+    // const start_time = performance.now();
+
+    const infoMap = {};
+    allowPositions.forEach((k, i) => {
+        infoMap[k] = {
+            position: k,
+            index: i,
+
+            top: 0,
+            left: 0,
+            width: popoverRect.width,
+            height: popoverRect.height,
+
+            space: 0,
+
+            offset: 0,
+            passed: 0,
+
+            distance: 0
+        };
+    });
+
+    // log('infoMap', performance.now() - start_time);
+
+
+    const bestPosition = calculateBestPosition(containerRect, targetRect, infoMap, withOrder, previousPositionInfo);
+
+    // check left/top
+    bestPosition.changed = isPositionChanged(bestPosition, previousPositionInfo);
+
+    return bestPosition;
+};
+
+// ===========================================================================================
+
+const getTemplatePath = (width, height, arrowOffset, arrowSize, borderRadius) => {
+    const p = (px, py) => {
+        return [px, py].join(',');
+    };
+
+    const px = function(num, alignEnd) {
+        const floor = Math.floor(num);
+        let n = num < floor + 0.5 ? floor + 0.5 : floor + 1.5;
+        if (alignEnd) {
+            n -= 1;
+        }
+        return n;
+    };
+
+    const pxe = function(num) {
+        return px(num, true);
+    };
+
+    const ls = [];
+
+    const innerLeft = px(arrowSize);
+    const innerRight = pxe(width - arrowSize);
+    arrowOffset = clamp(arrowOffset, innerLeft, innerRight);
+
+    const innerTop = px(arrowSize);
+    const innerBottom = pxe(height - arrowSize);
+
+    const startPoint = p(innerLeft, innerTop + borderRadius);
+    const arrowPoint = p(arrowOffset, 1);
+
+    const LT = p(innerLeft, innerTop);
+    const RT = p(innerRight, innerTop);
+
+    const AOT = p(arrowOffset - arrowSize, innerTop);
+    const RRT = p(innerRight - borderRadius, innerTop);
+
+    ls.push(`M${startPoint}`);
+    ls.push(`V${innerBottom - borderRadius}`);
+    ls.push(`Q${p(innerLeft, innerBottom)} ${p(innerLeft + borderRadius, innerBottom)}`);
+    ls.push(`H${innerRight - borderRadius}`);
+    ls.push(`Q${p(innerRight, innerBottom)} ${p(innerRight, innerBottom - borderRadius)}`);
+    ls.push(`V${innerTop + borderRadius}`);
+
+    if (arrowOffset < innerLeft + arrowSize + borderRadius) {
+        ls.push(`Q${RT} ${RRT}`);
+        ls.push(`H${arrowOffset + arrowSize}`);
+        ls.push(`L${arrowPoint}`);
+        if (arrowOffset < innerLeft + arrowSize) {
+            ls.push(`L${LT}`);
+            ls.push(`L${startPoint}`);
+        } else {
+            ls.push(`L${AOT}`);
+            ls.push(`Q${LT} ${startPoint}`);
+        }
+    } else if (arrowOffset > innerRight - arrowSize - borderRadius) {
+        if (arrowOffset > innerRight - arrowSize) {
+            ls.push(`L${RT}`);
+        } else {
+            ls.push(`Q${RT} ${p(arrowOffset + arrowSize, innerTop)}`);
+        }
+        ls.push(`L${arrowPoint}`);
+        ls.push(`L${AOT}`);
+        ls.push(`H${innerLeft + borderRadius}`);
+        ls.push(`Q${LT} ${startPoint}`);
+    } else {
+        ls.push(`Q${RT} ${RRT}`);
+        ls.push(`H${arrowOffset + arrowSize}`);
+        ls.push(`L${arrowPoint}`);
+        ls.push(`L${AOT}`);
+        ls.push(`H${innerLeft + borderRadius}`);
+        ls.push(`Q${LT} ${startPoint}`);
+    }
+    return ls.join('');
+};
+
+const getPathData = function(position, width, height, arrowOffset, arrowSize, borderRadius) {
+
+    const handlers = {
+
+        bottom: () => {
+            const d = getTemplatePath(width, height, arrowOffset, arrowSize, borderRadius);
+            return {
+                d,
+                transform: ''
+            };
+        },
+
+        top: () => {
+            const d = getTemplatePath(width, height, width - arrowOffset, arrowSize, borderRadius);
+            return {
+                d,
+                transform: `rotate(180,${width * 0.5},${height * 0.5})`
+            };
+        },
+
+        left: () => {
+            const d = getTemplatePath(height, width, arrowOffset, arrowSize, borderRadius);
+            const x = (width - height) * 0.5;
+            const y = (height - width) * 0.5;
+            return {
+                d,
+                transform: `translate(${x} ${y}) rotate(90,${height * 0.5},${width * 0.5})`
+            };
+        },
+
+        right: () => {
+            const d = getTemplatePath(height, width, height - arrowOffset, arrowSize, borderRadius);
+            const x = (width - height) * 0.5;
+            const y = (height - width) * 0.5;
+            return {
+                d,
+                transform: `translate(${x} ${y}) rotate(-90,${height * 0.5},${width * 0.5})`
+            };
+        }
+    };
+
+    return handlers[position]();
+};
+
+// ===========================================================================================
+
+// position style cache
+const styleCache = {
+    // position: '',
+    // top: {},
+    // bottom: {},
+    // left: {},
+    // right: {}
+};
+
+export const getPositionStyle = (info, options = {}) => {
+
+    const o = {
+        bgColor: '#fff',
+        borderColor: '#ccc',
+        borderRadius: 5,
+        arrowSize: 10
+    };
+    Object.keys(o).forEach((k) => {
+
+        if (hasOwn(options, k)) {
+            const d = o[k];
+            const v = options[k];
+
+            if (typeof d === 'string') {
+                // string
+                if (typeof v === 'string' && v) {
+                    o[k] = v;
+                }
+            } else {
+                // number
+                if (isNum(v) && v >= 0) {
+                    o[k] = v;
+                }
+
+            }
+
+        }
+    });
+
+    const key = [
+        info.width,
+        info.height,
+        info.offset,
+        o.arrowSize,
+        o.borderRadius,
+        o.bgColor,
+        o.borderColor
+    ].join('-');
+
+    const positionCache = styleCache[info.position];
+    if (positionCache && key === positionCache.key) {
+        const st = positionCache.style;
+        st.changed = styleCache.position !== info.position;
+        styleCache.position = info.position;
+        return st;
+    }
+
+    // console.log(options);
+
+    const data = getPathData(info.position, info.width, info.height, info.offset, o.arrowSize, o.borderRadius);
+    // console.log(data);
+
+    const viewBox = [0, 0, info.width, info.height].join(' ');
+    const svg = [
+        `<svg viewBox="${viewBox}" xmlns="http://www.w3.org/2000/svg">`,
+        `<path d="${data.d}" fill="${o.bgColor}" stroke="${o.borderColor}" transform="${data.transform}" />`,
+        '</svg>'
+    ].join('');
+
+    // console.log(svg);
+    const backgroundImage = `url("data:image/svg+xml;charset=utf8,${encodeURIComponent(svg)}")`;
+
+    const background = `${backgroundImage} center no-repeat`;
+
+    const padding = `${o.arrowSize + o.borderRadius}px`;
+
+    const style = {
+        background,
+        backgroundImage,
+        padding,
+        changed: true
+    };
+
+    styleCache.position = info.position;
+    styleCache[info.position] = {
+        key,
+        style
+    };
+
+    return style;
+};

js/workflow-metadata.js

@@ -70,8 +70,8 @@ class WorkflowMetadataExtension {
         if (cnr_id === "comfy-core") return; // don't allow hijacking comfy-core name
         if (cnr_id) nodeProperties.cnr_id = cnr_id;
         else nodeProperties.aux_id = aux_id;
-        if (ver) nodeProperties.ver = ver;
-      } else if (["nodes", "comfy_extras"].includes(moduleType)) {
+        if (ver) nodeProperties.ver = ver.trim();
+      } else if (["nodes", "comfy_extras", "comfy_api_nodes"].includes(moduleType)) {
         nodeProperties.cnr_id = "comfy-core";
         nodeProperties.ver = this.comfyCoreVersion;
       }

model-list.json

@@ -749,8 +749,8 @@
       "save_path": "loras/HyperSD/SDXL",
       "description": "Hyper-SD LoRA (4steps) - SDXL",
       "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD15-4steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD15-4steps-lora.safetensors",
+      "filename": "Hyper-SDXL-4steps-lora.safetensors",
+      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SDXL-4steps-lora.safetensors",
       "size": "787MB"
     },
     {
@@ -4750,6 +4750,310 @@
       "filename": "diffusion_pytorch_model.safetensors",
       "url": "https://huggingface.co/Kwai-Kolors/Kolors/resolve/main/vae/diffusion_pytorch_model.safetensors",
       "size": "335MB"
+    },
+
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_bf16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp8_scaled.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_bf16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp8_e4m3fn.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp8_scaled.safetensors",
+      "size": "16.4GB"
+    },
+
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 1.3B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 1.3B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_1.3B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_1.3B_bf16.safetensors",
+      "size": "2.84GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 1.3B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 1.3B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_1.3B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_1.3B_fp16.safetensors",
+      "size": "2.84GB"
+    },
+
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_bf16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_e4m3fn.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 VAE",
+      "type": "vae",
+      "base": "Wan2.1",
+      "save_path": "vae",
+      "description": "Wan2.1 VAE model",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan_2.1_vae.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors",
+      "size": "254MB"
+    },
+    {
+      "name": "Comfy-Org/clip_vision_h.safetensors",
+      "type": "clip_vision",
+      "base": "clip_vision_h",
+      "save_path": "clip_vision",
+      "description": "clip_vision_h model for Wan2.1",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "clip_vision_h.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors",
+      "size": "1.26GB"
+    },
+
+
+    {
+      "name": "Comfy-Org/umt5_xxl_fp16.safetensors",
+      "type": "clip",
+      "base": "umt5_xxl",
+      "save_path": "text_encoders",
+      "description": "umt5_xxl_fp16 text encoder for Wan2.1",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "umt5_xxl_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp16.safetensors",
+      "size": "11.4GB"
+    },
+    {
+      "name": "Comfy-Org/umt5_xxl_fp8_e4m3fn_scaled.safetensors",
+      "type": "clip",
+      "base": "umt5_xxl",
+      "save_path": "text_encoders",
+      "description": "umt5_xxl_fp8_e4m3fn_scaled text encoder for Wan2.1",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "umt5_xxl_fp8_e4m3fn_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors",
+      "size": "6.74GB"
+    },
+
+    {
+      "name": "lllyasviel/FramePackI2V_HY",
+      "type": "FramePackI2V",
+      "base": "FramePackI2V",
+      "save_path": "diffusers/lllyasviel",
+      "description": "[SNAPSHOT] This is the f1k1_x_g9_f1k1f2k2f16k4_td FramePack for HY. [w/You cannot download this item on ComfyUI-Manager versions below V3.18]",
+      "reference": "https://huggingface.co/lllyasviel/FramePackI2V_HY",
+      "filename": "<huggingface>",
+      "url": "lllyasviel/FramePackI2V_HY",
+      "size": "25.75GB"
+    },
+
+    {
+      "name": "LTX-Video Spatial Upscaler v0.9.7",
+      "type": "upscale",
+      "base": "upscale",
+      "save_path": "default",
+      "description": "Spatial upscaler model for LTX-Video. This model enhances the spatial resolution of generated videos.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-spatial-upscaler-0.9.7.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-spatial-upscaler-0.9.7.safetensors",
+      "size": "505MB"
+    },
+    {
+      "name": "LTX-Video Temporal Upscaler v0.9.7",
+      "type": "upscale",
+      "base": "upscale",
+      "save_path": "default",
+      "description": "Temporal upscaler model for LTX-Video. This model enhances the temporal resolution and smoothness of generated videos.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-temporal-upscaler-0.9.7.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-temporal-upscaler-0.9.7.safetensors",
+      "size": "524MB"
+    },
+    {
+      "name": "LTX-Video 13B v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "High-resolution quality LTX-Video 13B model.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-dev.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-dev.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "LTX-Video 13B FP8 v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Quantized version of the LTX-Video 13B model, optimized for lower VRAM usage while maintaining high quality.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-dev-fp8.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-dev-fp8.safetensors",
+      "size": "15.7GB"
+    },
+    {
+      "name": "LTX-Video 13B Distilled v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Distilled version of the LTX-Video 13B model, providing improved efficiency while maintaining high-resolution quality.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-distilled.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "LTX-Video 13B Distilled FP8 v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Quantized distilled version of the LTX-Video 13B model, optimized for even lower VRAM usage while maintaining quality.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-distilled-fp8.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled-fp8.safetensors",
+      "size": "15.7GB"
+    },
+    {
+      "name": "LTX-Video 13B Distilled LoRA v0.9.7",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "A LoRA adapter that transforms the standard LTX-Video 13B model into a distilled version when loaded.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-distilled-lora128.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled-lora128.safetensors",
+      "size": "1.33GB"
+    },
+    {
+      "name": "Latent Bridge Matching for Image Relighting",
+      "type": "diffusion_model",
+      "base": "LBM",
+      "save_path": "diffusion_models/LBM",
+      "description": "Latent Bridge Matching (LBM) Relighting model",
+      "reference": "https://huggingface.co/jasperai/LBM_relighting",
+      "filename": "LBM_relighting.safetensors",
+      "url": "https://huggingface.co/jasperai/LBM_relighting/resolve/main/model.safetensors",
+      "size": "5.02GB"
     }
   ]
 }

node_db/README.md

@@ -0,0 +1,95 @@
+# ComfyUI-Manager: Node Database (node_db)
+
+This directory contains the JSON database files that power ComfyUI-Manager's legacy node registry system. While the manager is gradually transitioning to the online Custom Node Registry (CNR), these local JSON files continue to provide important metadata about custom nodes, models, and their integrations.
+
+## Directory Structure
+
+The node_db directory is organized into several subdirectories, each serving a specific purpose:
+
+- **dev/**: Development channel files with latest additions and experimental nodes
+- **legacy/**: Historical/legacy nodes that may require special handling
+- **new/**: New nodes that have passed initial verification but are still being evaluated
+- **forked/**: Forks of existing nodes with modifications
+- **tutorial/**: Example and tutorial nodes designed for learning purposes
+
+## Core Database Files
+
+Each subdirectory contains a standard set of JSON files:
+
+- **custom-node-list.json**: Primary database of custom nodes with metadata
+- **extension-node-map.json**: Maps between extensions and individual nodes they provide
+- **model-list.json**: Catalog of models that can be downloaded through the manager
+- **alter-list.json**: Alternative implementations of nodes for compatibility or functionality
+- **github-stats.json**: GitHub repository statistics for node popularity metrics
+
+## Database Schema
+
+### custom-node-list.json
+```json
+{
+  "custom_nodes": [
+    {
+      "title": "Node display name",
+      "name": "Repository name",
+      "reference": "Original repository if forked",
+      "files": ["GitHub URL or other source location"],
+      "install_type": "git",
+      "description": "Description of the node's functionality",
+      "pip": ["optional pip dependencies"],
+      "js": ["optional JavaScript files"],
+      "tags": ["categorization tags"]
+    }
+  ]
+}
+```
+
+### extension-node-map.json
+```json
+{
+  "extension-id": [
+    ["list", "of", "node", "classes"],
+    {
+      "author": "Author name",
+      "description": "Extension description",
+      "nodename_pattern": "Optional regex pattern for node name matching"
+    }
+  ]
+}
+```
+
+## Transition to Custom Node Registry (CNR)
+
+This local database system is being progressively replaced by the online Custom Node Registry (CNR), which provides:
+- Real-time updates without manual JSON maintenance
+- Improved versioning support
+- Better security validation
+- Enhanced metadata
+
+The Manager supports both systems simultaneously during the transition period.
+
+## Implementation Details
+
+- The database follows a channel-based architecture for different sources
+- Multiple database modes are supported: Channel, Local, and Remote
+- The system supports differential updates to minimize bandwidth usage
+- Security levels are enforced for different node installations based on source
+
+## Usage in the Application
+
+The Manager's backend uses these database files to:
+
+1. Provide browsable lists of available nodes and models
+2. Resolve dependencies for installation
+3. Track updates and new versions
+4. Map node classes to their source repositories
+5. Assess risk levels for installation security
+
+## Maintenance Scripts
+
+Each subdirectory contains a `scan.sh` script that assists with:
+- Scanning repositories for new nodes
+- Updating metadata
+- Validating database integrity
+- Generating proper JSON structures
+
+This database system enables a flexible, secure, and comprehensive management system for the ComfyUI ecosystem while the transition to CNR continues.

node_db/forked/custom-node-list.json

@@ -1,5 +1,15 @@
 {
     "custom_nodes": [
+        {
+            "author": "SanDiegoDude",
+            "title": "ComfyUI-HiDream-Sampler [WIP]",
+            "reference": "https://github.com/SanDiegoDude/ComfyUI-HiDream-Sampler",
+            "files": [
+                "https://github.com/SanDiegoDude/ComfyUI-HiDream-Sampler"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of enhanced nodes for ComfyUI that provide powerful additional functionality to your workflows.\nNOTE: The files in the repo are not organized."
+        },
         {
             "author": "PramaLLC",
             "title": "ComfyUI BEN - Background Erase Network",

node_db/legacy/custom-node-list.json

@@ -1,16 +1,818 @@
 {
     "custom_nodes": [
         {
-            "author": "#NOTICE_1.13",
-            "title": "NOTICE: This channel is not the default channel.",
-            "reference": "https://github.com/ltdrdata/ComfyUI-Manager",
-            "files": [],
+            "author": "theUpsider",
+            "title": "ComfyUI-Logic [DEPRECATED]",
+            "id": "comfy-logic",
+            "reference": "https://github.com/theUpsider/ComfyUI-Logic",
+            "files": [
+                "https://github.com/theUpsider/ComfyUI-Logic"
+            ],
             "install_type": "git-clone",
-            "description": "If you see this message, your ComfyUI-Manager is outdated.\nLegacy channel provides only the list of the deprecated nodes. If you want to find the complete node list, please go to the Default channel."
+            "description": "An extension to ComfyUI that introduces logic nodes and conditional rendering capabilities."
+        },
+        {
+            "author": "Malloc-pix",
+            "title": "comfyui_qwen2.4_vl_node [REMOVED]",
+            "reference": "https://github.com/Malloc-pix/comfyui_qwen2.4_vl_node",
+            "files": [
+                "https://github.com/Malloc-pix/comfyui_qwen2.4_vl_node"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: CogVLM2 Captioner, CLIP Dynamic Text Encode(cy)"
+        },
+        {
+            "author": "inyourdreams-studio",
+            "title": "ComfyUI-RBLM [REMOVED]",
+            "reference": "https://github.com/inyourdreams-studio/comfyui-rblm",
+            "files": [
+                "https://github.com/inyourdreams-studio/comfyui-rblm"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node pack for ComfyUI that provides text manipulation nodes."
+        },
+        {
+            "author": "dream-computing",
+            "title": "SyntaxNodes - Image Processing Effects for ComfyUI [REMOVED]",
+            "reference": "https://github.com/dream-computing/syntax-nodes",
+            "files": [
+                "https://github.com/dream-computing/syntax-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI designed to apply various image processing effects, stylizations, and analyses."
+        },
+        {
+            "author": "UD1sto",
+            "title": "plugin-utils-nodes [DEPRECATED]",
+            "reference": "https://github.com/its-DeFine/plugin-utils-nodes",
+            "files": [
+                "https://github.com/its-DeFine/plugin-utils-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Compare Images (SimHash), Image Selector, Temporal Consistency, Update Image Reference, Frame Blend."
+        },
+        {
+            "author": "hanyingcho",
+            "title": "ComfyUI LLM Promp [REMOVED]",
+            "reference": "https://github.com/hanyingcho/comfyui-llmprompt",
+            "files": [
+                "https://github.com/hanyingcho/comfyui-llmprompt"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Load llm, Generate Text with LLM, Inference Qwen2VL, Inference Qwen2"
+        },
+        {
+            "author": "WASasquatch",
+            "title": "WAS Node Suite [DEPRECATED]",
+            "id": "was",
+            "reference": "https://github.com/WASasquatch/was-node-suite-comfyui",
+            "pip": ["numba"],
+            "files": [
+                "https://github.com/WASasquatch/was-node-suite-comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more."
+        },
+        {
+            "author": "TOM1063",
+            "title": "ComfyUI-SamuraiTools [REMOVED]",
+            "reference": "https://github.com/TOM1063/ComfyUI-SamuraiTools",
+            "files": [
+                "https://github.com/TOM1063/ComfyUI-SamuraiTools"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI custom node for switching integer values based on boolean conditions"
+        },
+        {
+            "author": "whitemoney293",
+            "title": "ComfyUI-MediaUtilities [REMOVED]",
+            "reference": "https://github.com/ThanaritKanjanametawatAU/ComfyUI-MediaUtilities",
+            "files": [
+                "https://github.com/ThanaritKanjanametawatAU/ComfyUI-MediaUtilities"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for loading and previewing media from URLs in ComfyUI."
+        },
+        {
+            "author": "pureexe",
+            "title": "DiffusionLight-ComfyUI [REMOVED]",
+            "reference": "https://github.com/pureexe/DiffusionLight-ComfyUI",
+            "files": [
+                "https://github.com/pureexe/DiffusionLight-ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "DiffusionLight (Turbo) implemented in ComfyUI"
+        },
+        {
+            "author": "gondar-software",
+            "title": "comfyui-custom-padding [REMOVED]",
+            "reference": "https://github.com/gondar-software/comfyui-custom-padding",
+            "files": [
+                "https://github.com/gondar-software/comfyui-custom-padding"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Adaptive image padding, Adaptive image unpadding"
+        },
+        {
+            "author": "Charonartist",
+            "title": "ComfyUI-EagleExporter [REMOVED]",
+            "reference": "https://github.com/Charonartist/ComfyUI-EagleExporter",
+            "files": [
+                "https://github.com/Charonartist/ComfyUI-EagleExporter"
+            ],
+            "install_type": "git-clone",
+            "description": "This is an extension that automatically saves video files generated with ComfyUI's 'video combine' extension to the Eagle library."
+        },
+        {
+            "author": "pomePLaszlo-collablyu",
+            "title": "comfyui_ejam [REMOVED]",
+            "reference": "https://github.com/PLaszlo-collab/comfyui_ejam",
+            "files": [
+                "https://github.com/PLaszlo-collab/comfyui_ejam"
+            ],
+            "install_type": "git-clone",
+            "description": "Ejam nodes for comfyui"
+        },
+        {
+            "author": "jonnydolake",
+            "title": "ComfyUI-AIR-Nodes [REMOVED]",
+            "reference": "https://github.com/jonnydolake/ComfyUI-AIR-Nodes",
+            "files": [
+                "https://github.com/jonnydolake/ComfyUI-AIR-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: String List To Prompt Schedule, Force Minimum Batch Size, Target Location (Crop), Target Location (Paste), Image Composite Chained, Match Image Count To Mask Count, Random Character Prompts, Parallax Test, Easy Parallax, Parallax GPU Test"
+        },
+        {
+            "author": "solution9th",
+            "title": "Comfyui_mobilesam [REMOVED]",
+            "reference": "https://github.com/solution9th/Comfyui_mobilesam",
+            "files": [
+                "https://github.com/solution9th/Comfyui_mobilesam"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Mobile SAM Model Loader, Mobile SAM Detector, Mobile SAM Predictor"
+        },
+        {
+            "author": "syaofox",
+            "title": "ComfyUI_fnodes [REMOVED]",
+            "reference": "https://github.com/syaofox/ComfyUI_fnodes",
+            "files": [
+                "https://github.com/syaofox/ComfyUI_fnodes"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI_fnodes is a collection of custom nodes designed for ComfyUI. These nodes provide additional functionality that can enhance your ComfyUI workflows.\nFile manipulation tools, Image resizing tools, IPAdapter tools, Image processing tools, Mask tools, Face analysis tools, Sampler tools, Miscellaneous tools"
+        },
+        {
+            "author": "Hangover3832",
+            "title": "ComfyUI-Hangover-Moondream [DEPRECATED]",
+            "reference": "https://github.com/Hangover3832/ComfyUI-Hangover-Moondream",
+            "files": [
+                "https://github.com/Hangover3832/ComfyUI-Hangover-Moondream"
+            ],
+            "install_type": "git-clone",
+            "description": "Moondream is a lightweight multimodal large language model.\n[w/WARN:Additional python code will be downloaded from huggingface and executed. You have to trust this creator if you want to use this node!]"
+        },
+        {
+            "author": "Hangover3832",
+            "title": "Recognize Anything Model (RAM) for ComfyUI [DEPRECATED]",
+            "reference": "https://github.com/Hangover3832/ComfyUI-Hangover-Recognize_Anything",
+            "files": [
+                "https://github.com/Hangover3832/ComfyUI-Hangover-Recognize_Anything"
+            ],
+            "install_type": "git-clone",
+            "description": "This is an image recognition node for ComfyUI based on the RAM++ model from [a/xinyu1205](https://huggingface.co/xinyu1205).\nThis node outputs a string of tags with all the recognized objects and elements in the image in English or Chinese language.\nFor image tagging and captioning."
+        },
+        {
+            "author": "Hangover3832",
+            "title": "ComfyUI-Hangover-Nodes [DEPRECATED]",
+            "reference": "https://github.com/Hangover3832/ComfyUI-Hangover-Nodes",
+            "files": [
+                "https://github.com/Hangover3832/ComfyUI-Hangover-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: MS kosmos-2 Interrogator, Save Image w/o Metadata, Image Scale Bounding Box. An implementation of Microsoft [a/kosmos-2](https://huggingface.co/microsoft/kosmos-2-patch14-224) image to text transformer."
+        },
+        {
+            "author": "SirLatore",
+            "title": "ComfyUI-IPAdapterWAN [REMOVED]",
+            "reference": "https://github.com/SirLatore/ComfyUI-IPAdapterWAN",
+            "files": [
+                "https://github.com/SirLatore/ComfyUI-IPAdapterWAN"
+            ],
+            "install_type": "git-clone",
+            "description": "This extension adapts the [a/InstantX IP-Adapter for SD3.5-Large](https://huggingface.co/InstantX/SD3.5-Large-IP-Adapter) to work with Wan 2.1 and other UNet-based video/image models in ComfyUI.\nUnlike the original SD3 version (which depends on joint_blocks from MMDiT), this version performs sampling-time identity conditioning by dynamically injecting into attention layers — making it compatible with models like Wan 2.1, AnimateDiff, and other non-SD3 pipelines."
+        },
+        {
+            "author": "Jpzz",
+            "title": "ComfyUI-VirtualInteraction [UNSAFE/REMOVED]",
+            "reference": "https://github.com/Jpzz/ComfyUI-VirtualInteraction",
+            "files": [
+                "https://github.com/Jpzz/ComfyUI-VirtualInteraction"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: virtual interaction custom node when using generative movie\n[w/This nodepack contains a node which is reading arbitrary excel file.]"
+        },
+        {
+            "author": "satche",
+            "title": "Prompt Factory [REMOVED]",
+            "reference": "https://github.com/satche/comfyui-prompt-factory",
+            "files": [
+                "https://github.com/satche/comfyui-prompt-factory"
+            ],
+            "install_type": "git-clone",
+            "description": "A modular system that adds randomness to prompt generation"
+        },
+        {
+            "author": "MITCAP",
+            "title": "ComfyUI OpenAI DALL-E 3 Node [REMOVED]",
+            "reference": "https://github.com/MITCAP/OpenAI-ComfyUI",
+            "files": [
+                "https://github.com/MITCAP/OpenAI-ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "This project provides custom nodes for ComfyUI that integrate with OpenAI's DALL-E 3 and GPT-4o models. The nodes allow users to generate images and describe images using OpenAI's API.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "raspie10032",
+            "title": "ComfyUI NAI Prompt Converter [REMOVED]",
+            "reference": "https://github.com/raspie10032/ComfyUI_RS_NAI_Local_Prompt_converter",
+            "files": [
+                "https://github.com/raspie10032/ComfyUI_RS_NAI_Local_Prompt_converter"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node extension for ComfyUI that enables conversion between different prompt formats: NovelAI V4, ComfyUI, and old NovelAI."
+        },
+        {
+            "author": "holchan",
+            "title": "ComfyUI-ModelDownloader [REMOVED]",
+            "reference": "https://github.com/holchan/ComfyUI-ModelDownloader",
+            "files": [
+                "https://github.com/holchan/ComfyUI-ModelDownloader"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI node to download models(Checkpoints and LoRA) from external links and act as an output standalone node."
+        },
+        {
+            "author": "Kur0butiMegane",
+            "title": "Comfyui-StringUtils [DEPRECATED]",
+            "reference": "https://github.com/Kur0butiMegane/Comfyui-StringUtils",
+            "files": [
+                "https://github.com/Kur0butiMegane/Comfyui-StringUtils"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Prompt Normalizer, String Splitter, String Line Selector, Extract Markup Value"
+        },
+        {
+            "author": "Apache0ne",
+            "title": "ComfyUI-LantentCompose [REMOVED]",
+            "reference": "https://github.com/Apache0ne/ComfyUI-LantentCompose",
+            "files": [
+                "https://github.com/Apache0ne/ComfyUI-LantentCompose"
+            ],
+            "install_type": "git-clone",
+            "description": "Interpolate sdxl latents using slerp with and without a mask. use with unsample nodes for best effect.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "jax-explorer",
+            "title": "ComfyUI-H-flow [REMOVED]",
+            "reference": "https://github.com/jax-explorer/ComfyUI-H-flow",
+            "files": [
+                "https://github.com/jax-explorer/ComfyUI-H-flow"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Wan2-1 Image To Video, LLM Task, Save Image, Save Video, Show Text, FluxPro Ultra, IdeogramV2 Turbo, Runway Image To Video, Kling Image To Video, Replace Text, Join Text, Test Image, Test Text"
+        },
+        {
+            "author": "Apache0ne",
+            "title": "SambaNova [REMOVED]",
+            "id": "SambaNovaAPI",
+            "reference": "https://github.com/Apache0ne/SambaNova",
+            "files": [
+                "https://github.com/Apache0ne/SambaNova"
+            ],
+            "install_type": "git-clone",
+            "description": "Super Fast LLM's llama3.1-405B,70B,8B and more"
+        },
+        {
+            "author": "Apache0ne",
+            "title": "ComfyUI-EasyUrlLoader [REMOVED]",
+            "id": "easy-url-loader",
+            "reference": "https://github.com/Apache0ne/ComfyUI-EasyUrlLoader",
+            "files": [
+                "https://github.com/Apache0ne/ComfyUI-EasyUrlLoader"
+            ],
+            "install_type": "git-clone",
+            "description": "A simple YT downloader node for ComfyUI using video Urls. Can be used with VHS nodes etc."
+        },
+        {
+            "author": "nxt5656",
+            "title": "ComfyUI-Image2OSS [REMOVED]",
+            "reference": "https://github.com/nxt5656/ComfyUI-Image2OSS",
+            "files": [
+                "https://github.com/nxt5656/ComfyUI-Image2OSS"
+            ],
+            "install_type": "git-clone",
+            "description": "Upload the image to Alibaba Cloud OSS."
+        },
+        {
+            "author": "ainewsto",
+            "title": "Comfyui_Comfly",
+            "reference": "https://github.com/ainewsto/Comfyui_Comfly",
+            "files": [
+                "https://github.com/ainewsto/Comfyui_Comfly"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Comfly_Mj, Comfly_mjstyle, Comfly_upload, Comfly_Mju, Comfly_Mjv, Comfly_kling_videoPreview\nNOTE: Comfyui_Comfly_v2 is introduced."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-to-inpaint",
+            "reference": "https://github.com/shinich39/comfyui-to-inpaint",
+            "files": [
+                "https://github.com/shinich39/comfyui-to-inpaint"
+            ],
+            "install_type": "git-clone",
+            "description": "Send preview image to inpaint workflow."
+        },
+        {
+            "author": "magic-quill",
+            "title": "ComfyUI_MagicQuill [NOT MAINTAINED]",
+            "id": "MagicQuill",
+            "reference": "https://github.com/magic-quill/ComfyUI_MagicQuill",
+            "files": [
+                "https://github.com/magic-quill/ComfyUI_MagicQuill"
+            ],
+            "install_type": "git-clone",
+            "description": "Towards GPT-4 like large language and visual assistant.\nNOTE: The current version has not been maintained for a long time and does not work. Please use https://github.com/brantje/ComfyUI_MagicQuill instead."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-event-handler [USAFE/REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-event-handler",
+            "files": [
+                "https://github.com/shinich39/comfyui-event-handler"
+            ],
+            "install_type": "git-clone",
+            "description": "Javascript code will run when an event fires. [w/This node allows you to execute arbitrary JavaScript code as input for the workflow.]"
+        },
+        {
+            "author": "Moooonet",
+            "title": "ComfyUI-ArteMoon [REMOVED]",
+            "reference": "https://github.com/Moooonet/ComfyUI-ArteMoon",
+            "files": [
+                "https://github.com/Moooonet/ComfyUI-ArteMoon"
+            ],
+            "install_type": "git-clone",
+            "description": "This plugin works with [a/IF_AI_Tools](https://github.com/if-ai/ComfyUI-IF_AI_tools) to build a workflow in ComfyUI that uses AI to assist in generating prompts."
+        },
+        {
+            "author": "ryanontheinside",
+            "title": "ComfyUI-MediaPipe-Vision [REMOVED]",
+            "reference": "https://github.com/ryanontheinside/ComfyUI-MediaPipe-Vision",
+            "files": [
+                "https://github.com/ryanontheinside/ComfyUI-MediaPipe-Vision"
+            ],
+            "install_type": "git-clone",
+            "description": "A centralized wrapper of all MediaPipe vision tasks for ComfyUI."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-textarea-command [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-textarea-command",
+            "files": [
+                "https://github.com/shinich39/comfyui-textarea-command"
+            ],
+            "install_type": "git-clone",
+            "description": "Add command and comment in textarea. (e.g. // Disabled line)"
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-parse-image [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-parse-image",
+            "files": [
+                "https://github.com/shinich39/comfyui-parse-image"
+            ],
+            "install_type": "git-clone",
+            "description": "Extract metadata from image."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-put-image [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-put-image",
+            "files": [
+                "https://github.com/shinich39/comfyui-put-image"
+            ],
+            "install_type": "git-clone",
+            "description": "Load image from directory."
+        },
+        {
+            "author": "fredconex",
+            "title": "TripoSG Nodes for ComfyUI [REMOVED]",
+            "reference": "https://github.com/fredconex/ComfyUI-TripoSG",
+            "files": [
+                "https://github.com/fredconex/ComfyUI-TripoSG"
+            ],
+            "install_type": "git-clone",
+            "description": "Created by Alfredo Fernandes inspired by Hunyuan3D nodes by Kijai. This extension adds TripoSG 3D mesh generation capabilities to ComfyUI, allowing you to generate 3D meshes from a single image using the TripoSG model."
+        },
+        {
+            "author": "fredconex",
+            "title": "ComfyUI-PaintTurbo [REMOVED]",
+            "reference": "https://github.com/fredconex/ComfyUI-PaintTurbo",
+            "files": [
+                "https://github.com/fredconex/ComfyUI-PaintTurbo"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Hunyuan3D Texture Mesh"
+        },
+        {
+            "author": "zhuanqianfish",
+            "title": "TaesdDecoder [REMOVED]",
+            "reference": "https://github.com/zhuanqianfish/TaesdDecoder",
+            "files": [
+                "https://github.com/zhuanqianfish/TaesdDecoder"
+            ],
+            "install_type": "git-clone",
+            "description": "use TAESD decoded image.you need donwload taesd_decoder.pth and taesdxl_decoder.pth to vae_approx folder first.\n It will result in a slight loss of image quality and a significant decrease in peak video memory during decoding."
+        },
+        {
+            "author": "myAiLemon",
+            "title": "MagicAutomaticPicture [REMOVED]",
+            "reference": "https://github.com/myAiLemon/MagicAutomaticPicture",
+            "files": [
+                "https://github.com/myAiLemon/MagicAutomaticPicture"
+            ],
+            "install_type": "git-clone",
+            "description": "A comfyui node package that can generate pictures and automatically save positive prompts and eliminate unwanted prompts"
+        },
+        {
+            "author": "thisiseddy-ab",
+            "title": "ComfyUI-Edins-Ultimate-Pack [REMOVED]",
+            "reference": "https://github.com/thisiseddy-ab/ComfyUI-Edins-Ultimate-Pack",
+            "files": [
+                "https://github.com/thisiseddy-ab/ComfyUI-Edins-Ultimate-Pack"
+            ],
+            "install_type": "git-clone",
+            "description": "Well i needet a Tiled Ksampler that still works for Comfy UI there were none so i made one, in this Package i will put all Nodes i will develop for Comfy Ui still in beta alot will change.."
+        },
+        {
+            "author": "Davros666",
+            "title": "safetriggers [REMOVED]",
+            "reference": "https://github.com/Davros666/safetriggers",
+            "files": [
+                "https://github.com/Davros666/safetriggers"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI Nodes for READING TRIGGERS, TRIGGER-WORDS, TRIGGER-PHRASES FROM LoRAs"
+        },
+        {
+            "author": "cubiq",
+            "title": "Simple Math [REMOVED]",
+            "id": "simplemath",
+            "reference": "https://github.com/cubiq/ComfyUI_SimpleMath",
+            "files": [
+                "https://github.com/cubiq/ComfyUI_SimpleMath"
+            ],
+            "install_type": "git-clone",
+            "description": "custom node for ComfyUI to perform simple math operations"
+        },
+        {
+            "author": "lucafoscili",
+            "title": "LF Nodes [DEPRECATED]",
+            "reference": "https://github.com/lucafoscili/comfyui-lf",
+            "files": [
+                "https://github.com/lucafoscili/comfyui-lf"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes with a touch of extra UX, including: history for primitives, JSON manipulation, logic switches with visual feedback, LLM chat... and more!"
+        },
+        {
+            "author": "AI2lab",
+            "title": "comfyUI-tool-2lab [REMOVED]",
+            "id": "tool-2lab",
+            "reference": "https://github.com/AI2lab/comfyUI-tool-2lab",
+            "files": [
+                "https://github.com/AI2lab/comfyUI-tool-2lab"
+            ],
+            "install_type": "git-clone",
+            "description": "tool set for developing workflow and publish to web api server"
+        },
+        {
+            "author": "AI2lab",
+            "title": "comfyUI-DeepSeek-2lab [REMOVED]",
+            "id": "deepseek",
+            "reference": "https://github.com/AI2lab/comfyUI-DeepSeek-2lab",
+            "files": [
+                "https://github.com/AI2lab/comfyUI-DeepSeek-2lab"
+            ],
+            "install_type": "git-clone",
+            "description": "Unofficial implementation of DeepSeek for ComfyUI"
+        },
+        {
+            "author": "AI2lab",
+            "title": "comfyUI-kling-api-2lab [REMOVED]",
+            "reference": "https://github.com/AI2lab/comfyUI-kling-api-2lab",
+            "files": [
+                "https://github.com/AI2lab/comfyUI-kling-api-2lab"
+            ],
+            "install_type": "git-clone",
+            "description": "Unofficial implementation of KLing for ComfyUI"
+        },
+        {
+            "author": "ZhiHui6",
+            "title": "comfyui_zhihui_nodes [REMOVED]",
+            "reference": "https://github.com/ZhiHui6/comfyui_zhihui_nodes",
+            "files": [
+                "https://github.com/ZhiHui6/comfyui_zhihui_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Prompt Preset, Video Batch Loader, Video Combiner"
+        },
+        {
+            "author": "ImagineerNL",
+            "title": "comfyui_potrace_svg [REMOVED]",
+            "reference": "https://github.com/ImagineerNL/comfyui_potrace_svg",
+            "files": [
+                "https://github.com/ImagineerNL/comfyui_potrace_svg"
+            ],
+            "install_type": "git-clone",
+            "description": "This project converts raster images into SVG format using the Potrace library."
+        },
+        {
+            "author": "kayselmecnun",
+            "title": "ComfyUI-Qwen-25-VL [REMOVED]",
+            "reference": "https://github.com/kayselmecnun/ComfyUI-Qwen-25-VL",
+            "files": [
+                "https://github.com/kayselmecnun/ComfyUI-Qwen-25-VL"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom Comfy UI node for using Qwen2.5-VL-3B/7B-Instruct models"
+        },
+        {
+            "author": "IfnotFr",
+            "title": "⚡ ComfyUI Connect [REMOVED]",
+            "reference": "https://github.com/IfnotFr/ComfyUI-Connect",
+            "files": [
+                "https://github.com/IfnotFr/ComfyUI-Connect"
+            ],
+            "install_type": "git-clone",
+            "description": "Transform your ComfyUI into a powerful API, exposing all your saved workflows as ready-to-use HTTP endpoints."
+        },
+        {
+            "author": "ginlov",
+            "title": "segment_to_mask_comfyui [REMOVED]",
+            "reference": "https://github.com/ginlov/segment_to_mask_comfyui",
+            "files": [
+                "https://github.com/ginlov/segment_to_mask_comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes:SegToMask"
+        },
+        {
+            "author": "TGu-97",
+            "title": "TGu Utilities [REMOVED]",
+            "id": "tgu",
+            "reference": "https://github.com/TGu-97/ComfyUI-TGu-utils",
+            "files": [
+                "https://github.com/TGu-97/ComfyUI-TGu-utils"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: MPN Switch, MPN Reroute, PN Switch. This is a set of custom nodes for ComfyUI. Mainly focus on control switches."
+        },
+        {
+            "author": "IfnotFr",
+            "title": "ComfyUI-Connect [REMOVED]",
+            "reference": "https://github.com/IfnotFr/ComfyUI-Connect",
+            "files": [
+                "https://github.com/IfnotFr/ComfyUI-Connect"
+            ],
+            "install_type": "git-clone",
+            "description": "Transform your ComfyUI into a powerful API, exposing all your saved workflows as ready-to-use HTTP endpoints."
+        },
+        {
+            "author": "KurtHokke",
+            "title": "ComfyUI_KurtHokke-Nodes [REMOVED]",
+            "reference": "https://github.com/KurtHokke/ComfyUI_KurtHokke-Nodes",
+            "files": [
+                "https://github.com/KurtHokke/ComfyUI_KurtHokke-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI_KurtHokke-Nodes"
+        },
+        {
+            "author": "SpatialDeploy",
+            "title": "ComfyUI-Voxels [REMOVED]",
+            "reference": "https://github.com/SpatialDeploy/ComfyUI-Voxels",
+            "files": [
+                "https://github.com/SpatialDeploy/ComfyUI-Voxels"
+            ],
+            "install_type": "git-clone",
+            "description": "Tools for creating voxel based videos"
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-group-selection [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-group-selection",
+            "files": [
+                "https://github.com/shinich39/comfyui-group-selection"
+            ],
+            "install_type": "git-clone",
+            "description": "Create a new group of nodes."
+        },
+        {
+            "author": "shinich39",
+            "title": "connect-from-afar [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-connect-from-afar",
+            "files": [
+                "https://github.com/shinich39/comfyui-connect-from-afar"
+            ],
+            "install_type": "git-clone",
+            "description": "Connect a new link from out of screen."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-local-db [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-local-db",
+            "files": [
+                "https://github.com/shinich39/comfyui-local-db"
+            ],
+            "install_type": "git-clone",
+            "description": "Store text to Key-Values pair json."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-model-db [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-model-db",
+            "files": [
+                "https://github.com/shinich39/comfyui-model-db"
+            ],
+            "install_type": "git-clone",
+            "description": "Store settings by model."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-target-search [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-target-search",
+            "files": [
+                "https://github.com/shinich39/comfyui-target-search"
+            ],
+            "install_type": "git-clone",
+            "description": "Move canvas to target on dragging connection."
+        },
+        {
+            "author": "chrisgoringe",
+            "title": "Image chooser [DEPRECATED]",
+            "id": "image-chooser",
+            "reference": "https://github.com/chrisgoringe/cg-image-picker",
+            "files": [
+                "https://github.com/chrisgoringe/cg-image-picker"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node that pauses the flow while you choose which image (or latent) to pass on to the rest of the workflow."
+        },
+        {
+            "author": "weilin9999",
+            "title": "WeiLin-ComfyUI-prompt-all-in-one [DEPRECATED]",
+            "id": "prompt-all-in-one",
+            "reference": "https://github.com/weilin9999/WeiLin-ComfyUI-prompt-all-in-one",
+            "files": [
+                "https://github.com/weilin9999/WeiLin-ComfyUI-prompt-all-in-one"
+            ],
+            "install_type": "git-clone",
+            "description": "Write prompt words like WebUI"
+        },
+        {
+            "author": "svetozarov",
+            "title": "AS_GeminiCaptioning Node [REMOVED]",
+            "reference": "https://github.com/svetozarov/AS_GeminiCaptioning",
+            "files": [
+                "https://github.com/svetozarov/AS_GeminiCaptioning"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI node that combines an image with simple text parameters to create a prompt, sends it to the Google Gemini API via the google-generativeai SDK, and returns the generated text response along with the original prompt and an execution log"
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-load-image-in-seq [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-load-image-in-seq",
+            "files": [
+                "https://github.com/shinich39/comfyui-load-image-in-seq"
+            ],
+            "install_type": "git-clone",
+            "description": "This node is load png image sequentially with metadata. Only supported for PNG format that has been created by ComfyUI.[w/renamed from comfyui-load-image-39. You need to remove previous one and reinstall to this.]"
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-model-metadata [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-model-metadata",
+            "files": [
+                "https://github.com/shinich39/comfyui-model-metadata"
+            ],
+            "install_type": "git-clone",
+            "description": "Print model metadata on note node"
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-view-recommendations [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-view-recommendations",
+            "files": [
+                "https://github.com/shinich39/comfyui-view-recommendations"
+            ],
+            "install_type": "git-clone",
+            "description": "Load model generation data from civitai."
+        },
+        {
+            "author": "jonstreeter",
+            "title": "Comfyui-PySceneDetect [REMOVED]",
+            "reference": "https://github.com/jonstreeter/Comfyui-PySceneDetect",
+            "files": [
+                "https://github.com/jonstreeter/Comfyui-PySceneDetect"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: PySceneDetect Video Processor"
+        },
+        {
+            "author": "muxueChen",
+            "title": "ComfyUI-NTQwen25-VL [REMOVED]",
+            "reference": "https://github.com/muxueChen/ComfyUI-NTQwen25-VL",
+            "files": [
+                "https://github.com/muxueChen/ComfyUI-NTQwen25-VL"
+            ],
+            "install_type": "git-clone",
+            "description": "Qwen25-VL is a plugin for ComfyU"
+        },
+        {
+            "author": "Makki_Shizu",
+            "title": "ComfyUI-SaveAnimatedGIF [DEPRECATED]",
+            "id": "SaveAnimatedGIF",
+            "reference": "https://github.com/MakkiShizu/ComfyUI-SaveAnimatedGIF",
+            "files": [
+                "https://github.com/MakkiShizu/ComfyUI-SaveAnimatedGIF"
+            ],
+            "install_type": "git-clone",
+            "description": "Save animated GIF format nodes in ComfyUI"
+        },
+        {
+            "author": "l1yongch1",
+            "title": "ComfyUI_PhiCaption [REMOVED]",
+            "reference": "https://github.com/l1yongch1/ComfyUI_PhiCaption",
+            "files": [
+                "https://github.com/l1yongch1/ComfyUI_PhiCaption"
+            ],
+            "install_type": "git-clone",
+            "description": "In addition to achieving conventional single-image, single-round reverse engineering, it can also achieve single-image multi-round and multi-image single-round reverse engineering. Moreover, the Phi model has a better understanding of prompts."
+        },
+        {
+            "author": "nova-florealis",
+            "title": "comfyui-alien [REMOVED]",
+            "reference": "https://github.com/nova-florealis/comfyui-alien",
+            "files": [
+                "https://github.com/nova-florealis/comfyui-alien"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Text to Text (LLM), Text Output, Convert to Markdown, List Display (Debug)"
+        },
+        {
+            "author": "PluMaZero",
+            "title": "ComfyUI-SpaceFlower [REMOVED]",
+            "reference": "https://github.com/PluMaZero/ComfyUI-SpaceFlower",
+            "files": [
+                "https://github.com/PluMaZero/ComfyUI-SpaceFlower"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: SpaceFlower_Prompt, SpaceFlower_HangulPrompt, ..."
+        },
+        {
+            "author": "vahidzxc",
+            "title": "ComfyUI-My-Handy-Nodes [REMOVED]",
+            "reference": "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes",
+            "files": [
+                "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:VahCropImage"
+        },
+        {
+            "author": "Samulebotin",
+            "title": "ComfyUI-FreeVC_wrapper [REMOVED]",
+            "reference": "https://github.com/Samulebotin/ComfyUI-FreeVC_wrapper",
+            "files": [
+                "https://github.com/Samulebotin/ComfyUI-FreeVC_wrapper"
+            ],
+            "install_type": "git-clone",
+            "description": "A voice conversion extension node for ComfyUI based on FreeVC, enabling high-quality voice conversion capabilities within the ComfyUI framework."
+        },
+        {
+            "author": "GoingAI1998",
+            "title": "ComfyUI Web Canvas Node [REMOVED]",
+            "reference": "https://github.com/GoingAI1998/Comfyui_imgcanvas",
+            "files": [
+                "https://github.com/GoingAI1998/Comfyui_imgcanvas"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI_imgcanvas At present, I have not used the useful comfyui custom node about layer mixing, and I have written a comfyui runtime automatic pop-up window for layer editing node"
         },
-        
-
-
         {
             "author": "807502278",
             "title": "ComfyUI_TensorRT_Merge [REMOVED]",

node_db/new/model-list.json

@@ -1,5 +1,309 @@
 {
   "models": [
+    {
+      "name": "Latent Bridge Matching for Image Relighting",
+      "type": "diffusion_model",
+      "base": "LBM",
+      "save_path": "diffusion_models/LBM",
+      "description": "Latent Bridge Matching (LBM) Relighting model",
+      "reference": "https://huggingface.co/jasperai/LBM_relighting",
+      "filename": "LBM_relighting.safetensors",
+      "url": "https://huggingface.co/jasperai/LBM_relighting/resolve/main/model.safetensors",
+      "size": "5.02GB"
+    },
+
+    {
+      "name": "LTX-Video 13B Distilled v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Distilled version of the LTX-Video 13B model, providing improved efficiency while maintaining high-resolution quality.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-distilled.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "LTX-Video 13B Distilled FP8 v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Quantized distilled version of the LTX-Video 13B model, optimized for even lower VRAM usage while maintaining quality.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-distilled-fp8.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled-fp8.safetensors",
+      "size": "15.7GB"
+    },
+    {
+      "name": "LTX-Video 13B Distilled LoRA v0.9.7",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "A LoRA adapter that transforms the standard LTX-Video 13B model into a distilled version when loaded.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-distilled-lora128.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled-lora128.safetensors",
+      "size": "1.33GB"
+    },
+    {
+      "name": "lllyasviel/FramePackI2V_HY",
+      "type": "FramePackI2V",
+      "base": "FramePackI2V",
+      "save_path": "diffusers/lllyasviel",
+      "description": "[SNAPSHOT] This is the f1k1_x_g9_f1k1f2k2f16k4_td FramePack for HY. [w/You cannot download this item on ComfyUI-Manager versions below V3.18]",
+      "reference": "https://huggingface.co/lllyasviel/FramePackI2V_HY",
+      "filename": "<huggingface>",
+      "url": "lllyasviel/FramePackI2V_HY",
+      "size": "25.75GB"
+    },
+
+    {
+      "name": "LTX-Video Spatial Upscaler v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Spatial upscaler model for LTX-Video. This model enhances the spatial resolution of generated videos.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-spatial-upscaler-0.9.7.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-spatial-upscaler-0.9.7.safetensors",
+      "size": "505MB"
+    },
+    {
+      "name": "LTX-Video Temporal Upscaler v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Temporal upscaler model for LTX-Video. This model enhances the temporal resolution and smoothness of generated videos.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-temporal-upscaler-0.9.7.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-temporal-upscaler-0.9.7.safetensors",
+      "size": "524MB"
+    },
+    {
+      "name": "LTX-Video 13B v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "High-resolution quality LTX-Video 13B model.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-dev.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-dev.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "LTX-Video 13B FP8 v0.9.7",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Quantized version of the LTX-Video 13B model, optimized for lower VRAM usage while maintaining high quality.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.7-dev-fp8.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-dev-fp8.safetensors",
+      "size": "15.7GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_bf16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp8_scaled.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_bf16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp8_e4m3fn.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp8_scaled.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/clip_vision_h.safetensors",
+      "type": "clip_vision",
+      "base": "clip_vision_h",
+      "save_path": "clip_vision",
+      "description": "clip_vision_h model for Wan2.1",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "clip_vision_h.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors",
+      "size": "1.26GB"
+    },
+
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 1.3B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 1.3B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_1.3B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_1.3B_bf16.safetensors",
+      "size": "2.84GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 1.3B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 1.3B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_1.3B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_1.3B_fp16.safetensors",
+      "size": "2.84GB"
+    },
+
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_bf16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_e4m3fn.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 VAE",
+      "type": "vae",
+      "base": "Wan2.1",
+      "save_path": "vae",
+      "description": "Wan2.1 VAE model",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan_2.1_vae.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors",
+      "size": "254MB"
+    },
+
+
+    {
+      "name": "Comfy-Org/umt5_xxl_fp16.safetensors",
+      "type": "clip",
+      "base": "umt5_xxl",
+      "save_path": "text_encoders",
+      "description": "umt5_xxl_fp16 text encoder for Wan2.1",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "umt5_xxl_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp16.safetensors",
+      "size": "11.4GB"
+    },
+    {
+      "name": "Comfy-Org/umt5_xxl_fp8_e4m3fn_scaled.safetensors",
+      "type": "clip",
+      "base": "umt5_xxl",
+      "save_path": "text_encoders",
+      "description": "umt5_xxl_fp8_e4m3fn_scaled text encoder for Wan2.1",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "umt5_xxl_fp8_e4m3fn_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors",
+      "size": "6.74GB"
+    },
+
     {
       "name": "Comfy-Org/hunyuan_video_image_to_video_720p_bf16.safetensors",
       "type": "diffusion_model",
@@ -387,349 +691,6 @@
       "filename": "sigclip_vision_patch14_384.safetensors",
       "url": "https://huggingface.co/Comfy-Org/sigclip_vision_384/resolve/main/sigclip_vision_patch14_384.safetensors",
       "size": "857MB"
-    },
-
-    {
-      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp16)",
-      "type": "clip",
-      "base": "t5",
-      "save_path": "text_encoders/t5",
-      "description": "Text Encoders for FLUX (fp16)",
-      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
-      "filename": "t5xxl_fp16.safetensors",
-      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors",
-      "size": "9.79GB"
-    },
-    {
-      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp8_e4m3fn)",
-      "type": "clip",
-      "base": "t5",
-      "save_path": "text_encoders/t5",
-      "description": "Text Encoders for FLUX (fp8_e4m3fn)",
-      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
-      "filename": "t5xxl_fp8_e4m3fn.safetensors",
-      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn.safetensors",
-      "size": "4.89GB"
-    },
-    {
-      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp8_e4m3fn_scaled)",
-      "type": "clip",
-      "base": "t5",
-      "save_path": "text_encoders/t5",
-      "description": "Text Encoders for FLUX (fp16)",
-      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
-      "filename": "t5xxl_fp8_e4m3fn_scaled.safetensors",
-      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors",
-      "size": "5.16GB"
-    },
-
-    {
-      "name": "FLUX.1 [Dev] Diffusion model (scaled fp8)",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (scaled fp8)[w/Due to the large size of the model, it is recommended to download it through a browser if possible.]",
-      "reference": "https://huggingface.co/comfyanonymous/flux_dev_scaled_fp8_test",
-      "filename": "flux_dev_fp8_scaled_diffusion_model.safetensors",
-      "url": "https://huggingface.co/comfyanonymous/flux_dev_scaled_fp8_test/resolve/main/flux_dev_fp8_scaled_diffusion_model.safetensors",
-      "size": "11.9GB"
-    },
-    
-    {
-      "name": "kijai/MoGe_ViT_L_fp16.safetensors",
-      "type": "MoGe",
-      "base": "MoGe",
-      "save_path": "MoGe",
-      "description": "Safetensors versions of [a/https://github.com/microsoft/MoGe](https://github.com/microsoft/MoGe)",
-      "reference": "https://huggingface.co/Kijai/MoGe_safetensors",
-      "filename": "MoGe_ViT_L_fp16.safetensors",
-      "url": "https://huggingface.co/Kijai/MoGe_safetensors/resolve/main/MoGe_ViT_L_fp16.safetensors",
-      "size": "628MB"
-    },
-    {
-      "name": "kijai/MoGe_ViT_L_fp16.safetensors",
-      "type": "MoGe",
-      "base": "MoGe",
-      "save_path": "MoGe",
-      "description": "Safetensors versions of [a/https://github.com/microsoft/MoGe](https://github.com/microsoft/MoGe)",
-      "reference": "https://huggingface.co/Kijai/MoGe_safetensors",
-      "filename": "MoGe_ViT_L_fp16.safetensors",
-      "url": "https://huggingface.co/Kijai/MoGe_safetensors/resolve/main/MoGe_ViT_L_fp16.safetensors",
-      "size": "1.26GB"
-    },
-
-    {
-      "name": "pulid_flux_v0.9.1.safetensors",
-      "type": "PuLID",
-      "base": "FLUX",
-      "save_path": "pulid",
-      "description": "This is required for PuLID (FLUX)",
-      "reference": "https://huggingface.co/guozinan/PuLID",
-      "filename": "pulid_flux_v0.9.1.safetensors",
-      "url": "https://huggingface.co/guozinan/PuLID/resolve/main/pulid_flux_v0.9.1.safetensors",
-      "size": "1.14GB"
-    },
-    {
-      "name": "pulid_v1.1.safetensors",
-      "type": "PuLID",
-      "base": "SDXL",
-      "save_path": "pulid",
-      "description": "This is required for PuLID (SDXL)",
-      "reference": "https://huggingface.co/guozinan/PuLID",
-      "filename": "pulid_v1.1.safetensors",
-      "url": "https://huggingface.co/guozinan/PuLID/resolve/main/pulid_v1.1.safetensors",
-      "size": "984MB"
-    },
-
-    {
-      "name": "Kolors-IP-Adapter-Plus.bin (Kwai-Kolors/Kolors-IP-Adapter-Plus)",
-      "type": "IP-Adapter",
-      "base": "Kolors",
-      "save_path": "ipadapter",
-      "description": "You can use this model in the [a/ComfyUI IPAdapter plus](https://github.com/cubiq/ComfyUI_IPAdapter_plus) extension.",
-      "reference": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus",
-      "filename": "Kolors-IP-Adapter-Plus.bin",
-      "url": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus/resolve/main/ip_adapter_plus_general.bin",
-      "size": "1.01GB"
-    },
-    {
-      "name": "Kolors-IP-Adapter-FaceID-Plus.bin (Kwai-Kolors/Kolors-IP-Adapter-Plus)",
-      "type": "IP-Adapter",
-      "base": "Kolors",
-      "save_path": "ipadapter",
-      "description": "You can use this model in the [a/ComfyUI IPAdapter plus](https://github.com/cubiq/ComfyUI_IPAdapter_plus) extension.",
-      "reference": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-FaceID-Plus",
-      "filename": "Kolors-IP-Adapter-FaceID-Plus.bin",
-      "url": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-FaceID-Plus/resolve/main/ipa-faceid-plus.bin",
-      "size": "2.39GB"
-    },
-    {
-      "name": "CLIPVision model (Kwai-Kolors/Kolors-IP-Adapter-Plus/clip-vit-large)",
-      "type": "clip_vision",
-      "base": "ViT-L",
-      "save_path": "clip_vision",
-      "description": "CLIPVision model (This is required in cubiq/ComfyUI_IPAdapter_plus)",
-      "reference": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus",
-      "filename": "clip-vit-large-patch14-336.bin",
-      "url": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus/resolve/main/image_encoder/pytorch_model.bin",
-      "size": "1.71GB"
-    },
-
-    {
-      "name": "kijai/lotus depth d model v1.1 (fp16)",
-      "type": "diffusion_model",
-      "base": "lotus",
-      "save_path": "diffusion_models",
-      "description": "lotus depth d model v1.1 (fp16). This model can be used in ComfyUI-Lotus custom nodes.",
-      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
-      "filename": "lotus-depth-d-v-1-1-fp16.safetensors",
-      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-depth-d-v-1-1-fp16.safetensors",
-      "size": "1.74GB"
-    },
-    {
-      "name": "kijai/lotus depth g model v1.0 (fp16)",
-      "type": "diffusion_model",
-      "base": "lotus",
-      "save_path": "diffusion_models",
-      "description": "lotus depth g model v1.0 (fp16). This model can be used in ComfyUI-Lotus custom nodes.",
-      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
-      "filename": "lotus-depth-g-v1-0-fp16.safetensors",
-      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-depth-g-v1-0-fp16.safetensors",
-      "size": "1.74GB"
-    },
-    {
-      "name": "kijai/lotus depth g model v1.0",
-      "type": "diffusion_model",
-      "base": "lotus",
-      "save_path": "diffusion_models",
-      "description": "lotus depth g model v1.0. This model can be used in ComfyUI-Lotus custom nodes.",
-      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
-      "filename": "lotus-depth-g-v1-0.safetensors",
-      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-depth-g-v1-0.safetensors",
-      "size": "3.47GB"
-    },
-    {
-      "name": "kijai/lotus normal d model v1.0 (fp16)",
-      "type": "diffusion_model",
-      "base": "lotus",
-      "save_path": "diffusion_models",
-      "description": "lotus normal d model v1.0 (fp16). This model can be used in ComfyUI-Lotus custom nodes.",
-      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
-      "filename": "lotus-normal-d-v1-0-fp16.safetensors",
-      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-normal-d-v1-0-fp16.safetensors",
-      "size": "1.74GB"
-    },
-    {
-      "name": "kijai/lotus normal d model v1.0",
-      "type": "diffusion_model",
-      "base": "lotus",
-      "save_path": "diffusion_models",
-      "description": "lotus normal d model v1.0. This model can be used in ComfyUI-Lotus custom nodes.",
-      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
-      "filename": "lotus-normal-d-v1-0.safetensors",
-      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-normal-d-v1-0.safetensors",
-      "size": "3.47GB"
-    },
-    {
-      "name": "kijai/lotus normal g model v1.0 (fp16)",
-      "type": "diffusion_model",
-      "base": "lotus",
-      "save_path": "diffusion_models",
-      "description": "lotus normal g model v1.0 (fp16). This model can be used in ComfyUI-Lotus custom nodes.",
-      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
-      "filename": "lotus-normal-g-v1-0-fp16.safetensors",
-      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-normal-g-v1-0-fp16.safetensors",
-      "size": "1.74GB"
-    },
-    {
-      "name": "kijai/lotus normal g model v1.0",
-      "type": "diffusion_model",
-      "base": "lotus",
-      "save_path": "diffusion_models",
-      "description": "lotus normal g model v1.0. This model can be used in ComfyUI-Lotus custom nodes.",
-      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
-      "filename": "lotus-normal-g-v1-0.safetensors",
-      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-normal-g-v1-0.safetensors",
-      "size": "3.47GB"
-    },
-
-    {
-      "name": "Depth Pro model",
-      "type": "depth-pro",
-      "base": "depth-pro",
-      "save_path": "depth/ml-depth-pro",
-      "description": "Depth pro model for [a/ComfyUI-Depth-Pro](https://github.com/spacepxl/ComfyUI-Depth-Pro)",
-      "reference": "https://huggingface.co/spacepxl/ml-depth-pro",
-      "filename": "depth_pro.fp16.safetensors",
-      "url": "https://huggingface.co/spacepxl/ml-depth-pro/resolve/main/depth_pro.fp16.safetensors",
-      "size": "1.9GB"
-    },
-
-    {
-      "name": "jasperai/FLUX.1-dev-Controlnet-Upscaler",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "controlnet/FLUX.1/jasperai-dev-Upscaler",
-      "description": "This is Flux.1-dev ControlNet for low resolution images developed by Jasper research team.",
-      "reference": "https://huggingface.co/jasperai/Flux.1-dev-Controlnet-Upscaler",
-      "filename": "diffusion_pytorch_model.safetensors",
-      "url": "https://huggingface.co/jasperai/Flux.1-dev-Controlnet-Upscaler/resolve/main/diffusion_pytorch_model.safetensors",
-      "size": "3.58GB"
-    },
-    {
-      "name": "jasperai/FLUX.1-dev-Controlnet-Depth",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "controlnet/FLUX.1/jasperai-dev-Depth",
-      "description": "This is Flux.1-dev ControlNet for Depth map developed by Jasper research team.",
-      "reference": "https://huggingface.co/jasperai/Flux.1-dev-Controlnet-Depth",
-      "filename": "diffusion_pytorch_model.safetensors",
-      "url": "https://huggingface.co/jasperai/Flux.1-dev-Controlnet-Depth/resolve/main/diffusion_pytorch_model.safetensors",
-      "size": "3.58GB"
-    },
-    {
-      "name": "jasperai/Flux.1-dev-Controlnet-Surface-Normals",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "controlnet/FLUX.1/jasperai-dev-Surface-Normals",
-      "description": "This is Flux.1-dev ControlNet for Surface Normals map developed by Jasper research team.",
-      "reference": "https://huggingface.co/jasperai/Flux.1-dev-Controlnet-Surface-Normals",
-      "filename": "diffusion_pytorch_model.safetensors",
-      "url": "https://huggingface.co/jasperai/Flux.1-dev-Controlnet-Surface-Normals/resolve/main/diffusion_pytorch_model.safetensors",
-      "size": "3.58GB"
-    },
-
-    {
-      "name": "Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro (fp8_e4m3fn) by Kijai",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "controlnet/FLUX.1",
-      "description": "FLUX.1 [Dev] Union Controlnet. Supports Canny, Tile, Depth, Blur, Pose, Gray, Low Quality\nVersion quantized to fp8_e4m3fn by Kijai",
-      "reference": "https://huggingface.co/Kijai/flux-fp8",
-      "filename": "flux_shakker_labs_union_pro-fp8_e4m3fn.safetensors",
-      "url": "https://huggingface.co/Kijai/flux-fp8/resolve/main/flux_shakker_labs_union_pro-fp8_e4m3fn.safetensors",
-      "size": "3.3GB"
-    },
-    
-    {
-      "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
-      "type": "clip",
-      "base": "clip",
-      "save_path": "text_encoders/long_clip",
-      "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
-      "reference": "https://huggingface.co/zer0int",
-      "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors",
-      "url": "https://huggingface.co/zer0int/CLIP-GmP-ViT-L-14/resolve/main/ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors",
-      "size": "931MB"
-    },
-    {
-      "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
-      "type": "clip",
-      "base": "clip",
-      "save_path": "text_encoders/long_clip",
-      "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
-      "reference": "https://huggingface.co/zer0int",
-      "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors",
-      "url": "https://huggingface.co/zer0int/CLIP-GmP-ViT-L-14/resolve/main/ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors",
-      "size": "323MB"
-    },
-
-    {
-      "name": "Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "controlnet/FLUX.1/Shakker-Labs-ControlNet-Union-Pro",
-      "description": "FLUX.1 [Dev] Union Controlnet. Supports Canny, Tile, Depth, Blur, Pose, Gray, Low Quality",
-      "reference": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro",
-      "filename": "diffusion_pytorch_model.safetensors",
-      "url": "https://huggingface.co/Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro/resolve/main/diffusion_pytorch_model.safetensors",
-      "size": "6.6GB"
-    },
-    
-    {
-      "name": "Hyper-SD LoRA (8steps) - FLUX.1 [Dev]",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "loras/HyperSD/FLUX.1",
-      "description": "Hyper-SD LoRA (8steps) - FLUX.1 [Dev]",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-FLUX.1-dev-8steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-FLUX.1-dev-8steps-lora.safetensors",
-      "size": "1.39GB"
-    },
-    {
-      "name": "Hyper-SD LoRA (16steps) - FLUX.1 [Dev]",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "loras/HyperSD/FLUX.1",
-      "description": "Hyper-SD LoRA (16steps) - FLUX.1 [Dev]",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-FLUX.1-dev-16steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-FLUX.1-dev-16steps-lora.safetensors",
-      "size": "1.39GB"
-    },
-
-    {
-      "name": "DMD2 LoRA (4steps)",
-      "type": "lora",
-      "base": "SDXL",
-      "save_path": "loras/DMD2",
-      "description": "DMD2 LoRA (4steps)",
-      "reference": "https://huggingface.co/tianweiy/DMD2",
-      "filename": "dmd2_sdxl_4step_lora.safetensors",
-      "url": "https://huggingface.co/tianweiy/DMD2/resolve/main/dmd2_sdxl_4step_lora.safetensors",
-      "size": "787MB"
-    },
-    {
-      "name": "DMD2 LoRA (4steps/fp16)",
-      "type": "lora",
-      "base": "SDXL",
-      "save_path": "loras/DMD2",
-      "description": "DMD2 LoRA (4steps/fp16)",
-      "reference": "https://huggingface.co/tianweiy/DMD2",
-      "filename": "dmd2_sdxl_4step_lora_fp16.safetensors",
-      "url": "https://huggingface.co/tianweiy/DMD2/resolve/main/dmd2_sdxl_4step_lora_fp16.safetensors",
-      "size": "394MB"
     }
   ]
 }

node_db/tutorial/custom-node-list.json

@@ -1,5 +1,15 @@
 {
     "custom_nodes": [
+        {
+            "author": "Comfy-Org",
+            "title": "ComfyUI React Extension Template",
+            "reference": "https://github.com/Comfy-Org/ComfyUI-React-Extension-Template",
+            "files": [
+                "https://github.com/Comfy-Org/ComfyUI-React-Extension-Template"
+            ],
+            "install_type": "git-clone",
+            "description": "A minimal template for creating React/TypeScript frontend extensions for ComfyUI, with complete boilerplate setup including internationalization and unit testing."
+        },
         {
             "author": "Suzie1",
             "title": "Guide To Making Custom Nodes in ComfyUI",
@@ -311,6 +321,16 @@
             ],
             "description": "ComfyUI node for creating some Turtle Graphic demos.", 
             "install_type": "git-clone"
+        },
+        {
+            "author": "cozy-comfyui",
+            "title": "cozy_ex_dynamic",
+            "reference": "https://github.com/cozy-comfyui/cozy_ex_dynamic",
+            "files": [
+                "https://github.com/cozy-comfyui/cozy_ex_dynamic"
+            ],
+            "description": "Dynamic Node examples for ComfyUI",
+            "install_type": "git-clone"
         }
     ]
 }

openapi.yaml

@@ -0,0 +1,846 @@
+openapi: 3.1.0
+info:
+  title: ComfyUI-Manager API
+  description: |
+    API for ComfyUI-Manager, a comprehensive management tool for ComfyUI custom nodes, models, and components.
+    This API enables programmatic access to node management, model downloading, snapshot operations,
+    and overall system configuration.
+  version: "3.32.3"
+  contact:
+    name: ComfyUI-Manager Maintainers
+servers:
+  - url: '/'
+    description: Default ComfyUI server
+
+# Common API components
+components:
+  schemas:
+    Error:
+      type: object
+      properties:
+        error:
+          type: string
+          description: Error message
+          
+    NodePackageMetadata:
+      type: object
+      properties:
+        title:
+          type: string
+          description: Display name of the node package
+        name:
+          type: string
+          description: Repository/package name
+        files:
+          type: array
+          items:
+            type: string
+          description: Source URLs for the package
+        description:
+          type: string
+          description: Description of the node package functionality
+        install_type:
+          type: string
+          enum: [git, copy, pip]
+          description: Installation method
+        version:
+          type: string
+          description: Version identifier
+        id:
+          type: string
+          description: Unique identifier for the node package
+        ui_id:
+          type: string
+          description: ID for UI reference
+        channel:
+          type: string
+          description: Source channel
+        mode:
+          type: string
+          description: Source mode
+        
+    ModelMetadata:
+      type: object
+      properties:
+        name:
+          type: string
+          description: Name of the model
+        type:
+          type: string
+          description: Type of model
+        base:
+          type: string
+          description: Base model type
+        save_path:
+          type: string
+          description: Path for saving the model
+        url:
+          type: string
+          description: Download URL
+        filename:
+          type: string
+          description: Target filename
+        ui_id:
+          type: string
+          description: ID for UI reference
+          
+    SnapshotItem:
+      type: string
+      description: Name of the snapshot
+
+    QueueStatus:
+      type: object
+      properties:
+        total_count:
+          type: integer
+          description: Total number of tasks
+        done_count:
+          type: integer
+          description: Number of completed tasks
+        in_progress_count:
+          type: integer
+          description: Number of tasks in progress
+        is_processing:
+          type: boolean
+          description: Whether the queue is currently processing
+
+  securitySchemes:
+    securityLevel:
+      type: apiKey
+      in: header
+      name: Security-Level
+      description: Security level for sensitive operations
+
+  parameters:
+    modeParam:
+      name: mode
+      in: query
+      description: Source mode (e.g., "local", "remote")
+      schema:
+        type: string
+        enum: [local, remote, default]
+        
+    targetParam:
+      name: target
+      in: query
+      description: Target identifier
+      required: true
+      schema:
+        type: string
+        
+    valueParam:
+      name: value
+      in: query
+      description: New value to set
+      required: true
+      schema:
+        type: string
+
+# API Paths
+paths:
+  # Custom Nodes Endpoints
+  /customnode/getmappings:
+    get:
+      summary: Get node-to-package mappings
+      description: Provides unified mapping between nodes and node packages
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                additionalProperties:
+                  type: array
+                  items:
+                    type: array
+                description: Mapping of node packages to node classes
+
+  /customnode/fetch_updates:
+    get:
+      summary: Check for updates
+      description: Fetches updates for custom nodes
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: No updates available
+        '201':
+          description: Updates found
+        '400':
+          description: Error occurred
+          
+  /customnode/installed:
+    get:
+      summary: Get installed custom nodes
+      description: Returns a list of installed node packages
+      parameters:
+        - name: mode
+          in: query
+          description: Lists mode, default or imported
+          schema:
+            type: string
+            enum: [default, imported]
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                additionalProperties:
+                  $ref: '#/components/schemas/NodePackageMetadata'
+                  
+  /customnode/getlist:
+    get:
+      summary: Get custom node list
+      description: Provides a list of available custom nodes
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+        - name: skip_update
+          in: query
+          description: Skip update check
+          schema:
+            type: boolean
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  channel:
+                    type: string
+                  node_packs:
+                    type: object
+                    additionalProperties:
+                      $ref: '#/components/schemas/NodePackageMetadata'
+                      
+  /customnode/alternatives:
+    get:
+      summary: Get alternative node options
+      description: Provides alternatives for nodes
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                additionalProperties:
+                  type: object
+                  
+  /customnode/versions/{node_name}:
+    get:
+      summary: Get available versions for a node
+      description: Lists all available versions for a specific node
+      parameters:
+        - name: node_name
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: array
+                items:
+                  type: object
+                  properties:
+                    version:
+                      type: string
+        '400':
+          description: Node not found
+          
+  /customnode/disabled_versions/{node_name}:
+    get:
+      summary: Get disabled versions for a node
+      description: Lists all disabled versions for a specific node
+      parameters:
+        - name: node_name
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: array
+                items:
+                  type: object
+                  properties:
+                    version:
+                      type: string
+        '400':
+          description: Node not found
+          
+  /customnode/import_fail_info:
+    post:
+      summary: Get import failure information
+      description: Returns information about why a node failed to import
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              properties:
+                cnr_id:
+                  type: string
+                url:
+                  type: string
+      responses:
+        '200':
+          description: Successful operation
+        '400':
+          description: No information available
+          
+  /customnode/install/git_url:
+    post:
+      summary: Install custom node via Git URL
+      description: Installs a custom node from a Git repository URL
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          text/plain:
+            schema:
+              type: string
+      responses:
+        '200':
+          description: Installation successful or already installed
+        '400':
+          description: Installation failed
+        '403':
+          description: Security policy violation
+          
+  /customnode/install/pip:
+    post:
+      summary: Install custom node dependencies via pip
+      description: Installs Python package dependencies for custom nodes
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          text/plain:
+            schema:
+              type: string
+      responses:
+        '200':
+          description: Installation successful
+        '403':
+          description: Security policy violation
+          
+  # Model Management Endpoints
+  /externalmodel/getlist:
+    get:
+      summary: Get external model list
+      description: Provides a list of available external models
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  models:
+                    type: array
+                    items:
+                      $ref: '#/components/schemas/ModelMetadata'
+                      
+  # Queue Management Endpoints
+  /manager/queue/update_all:
+    get:
+      summary: Update all custom nodes
+      description: Queues update operations for all installed custom nodes
+      security:
+        - securityLevel: []
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Update queued successfully
+        '401':
+          description: Processing already in progress
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/reset:
+    get:
+      summary: Reset queue
+      description: Resets the operation queue
+      responses:
+        '200':
+          description: Queue reset successfully
+          
+  /manager/queue/status:
+    get:
+      summary: Get queue status
+      description: Returns the current status of the operation queue
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/QueueStatus'
+                
+  /manager/queue/install:
+    post:
+      summary: Install custom node
+      description: Queues installation of a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Installation queued successfully
+        '403':
+          description: Security policy violation
+        '404':
+          description: Target node not found or security issue
+          
+  /manager/queue/start:
+    get:
+      summary: Start queue processing
+      description: Starts processing the operation queue
+      responses:
+        '200':
+          description: Processing started
+        '201':
+          description: Processing already in progress
+          
+  /manager/queue/fix:
+    post:
+      summary: Fix custom node
+      description: Attempts to fix a broken custom node installation
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Fix operation queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/reinstall:
+    post:
+      summary: Reinstall custom node
+      description: Uninstalls and then reinstalls a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Reinstall operation queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/uninstall:
+    post:
+      summary: Uninstall custom node
+      description: Queues uninstallation of a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Uninstallation queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/update:
+    post:
+      summary: Update custom node
+      description: Queues update of a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Update queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/disable:
+    post:
+      summary: Disable custom node
+      description: Disables a custom node without uninstalling it
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Disable operation queued successfully
+          
+  /manager/queue/update_comfyui:
+    get:
+      summary: Update ComfyUI
+      description: Queues an update operation for ComfyUI itself
+      responses:
+        '200':
+          description: Update queued successfully
+          
+  /manager/queue/install_model:
+    post:
+      summary: Install model
+      description: Queues installation of a model
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ModelMetadata'
+      responses:
+        '200':
+          description: Installation queued successfully
+        '400':
+          description: Invalid model request
+        '403':
+          description: Security policy violation
+          
+  # Snapshot Management Endpoints
+  /snapshot/getlist:
+    get:
+      summary: Get snapshot list
+      description: Returns a list of available snapshots
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  items:
+                    type: array
+                    items:
+                      $ref: '#/components/schemas/SnapshotItem'
+                      
+  /snapshot/remove:
+    get:
+      summary: Remove snapshot
+      description: Removes a specified snapshot
+      security:
+        - securityLevel: []
+      parameters:
+        - $ref: '#/components/parameters/targetParam'
+      responses:
+        '200':
+          description: Snapshot removed successfully
+        '400':
+          description: Error removing snapshot
+        '403':
+          description: Security policy violation
+          
+  /snapshot/restore:
+    get:
+      summary: Restore snapshot
+      description: Restores a specified snapshot
+      security:
+        - securityLevel: []
+      parameters:
+        - $ref: '#/components/parameters/targetParam'
+      responses:
+        '200':
+          description: Snapshot restoration scheduled
+        '400':
+          description: Error restoring snapshot
+        '403':
+          description: Security policy violation
+          
+  /snapshot/get_current:
+    get:
+      summary: Get current snapshot
+      description: Returns the current system state as a snapshot
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+        '400':
+          description: Error creating snapshot
+          
+  /snapshot/save:
+    get:
+      summary: Save snapshot
+      description: Saves the current system state as a new snapshot
+      responses:
+        '200':
+          description: Snapshot saved successfully
+        '400':
+          description: Error saving snapshot
+          
+  # ComfyUI Management Endpoints
+  /comfyui_manager/comfyui_versions:
+    get:
+      summary: Get ComfyUI versions
+      description: Returns available and current ComfyUI versions
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  versions:
+                    type: array
+                    items:
+                      type: string
+                  current:
+                    type: string
+        '400':
+          description: Error retrieving versions
+          
+  /comfyui_manager/comfyui_switch_version:
+    get:
+      summary: Switch ComfyUI version
+      description: Switches to a specified ComfyUI version
+      parameters:
+        - name: ver
+          in: query
+          description: Target version
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Version switch successful
+        '400':
+          description: Error switching version
+          
+  /manager/reboot:
+    get:
+      summary: Reboot ComfyUI
+      description: Restarts the ComfyUI server
+      security:
+        - securityLevel: []
+      responses:
+        '200':
+          description: Reboot initiated
+        '403':
+          description: Security policy violation
+          
+  # Configuration Endpoints
+  /manager/preview_method:
+    get:
+      summary: Get or set preview method
+      description: Gets or sets the latent preview method
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New preview method
+          schema:
+            type: string
+            enum: [auto, latent2rgb, taesd, none]
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/db_mode:
+    get:
+      summary: Get or set database mode
+      description: Gets or sets the database mode
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New database mode
+          schema:
+            type: string
+            enum: [channel, local, remote]
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/policy/component:
+    get:
+      summary: Get or set component policy
+      description: Gets or sets the component policy
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New component policy
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/policy/update:
+    get:
+      summary: Get or set update policy
+      description: Gets or sets the update policy
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New update policy
+          schema:
+            type: string
+            enum: [stable, nightly, nightly-comfyui]
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/channel_url_list:
+    get:
+      summary: Get or set channel URL
+      description: Gets or sets the channel URL for custom node sources
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New channel name
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Setting updated or channel list returned
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  selected:
+                    type: string
+                  list:
+                    type: array
+                    items:
+                      type: object
+                      properties:
+                        name:
+                          type: string
+                        url:
+                          type: string
+                          
+  # Component Management Endpoints
+  /manager/component/save:
+    post:
+      summary: Save component
+      description: Saves a reusable workflow component
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              properties:
+                name:
+                  type: string
+                workflow:
+                  type: object
+      responses:
+        '200':
+          description: Component saved successfully
+          content:
+            text/plain:
+              schema:
+                type: string
+        '400':
+          description: Error saving component
+          
+  /manager/component/loads:
+    post:
+      summary: Load components
+      description: Loads all available workflow components
+      responses:
+        '200':
+          description: Components loaded successfully
+          content:
+            application/json:
+              schema:
+                type: object
+        '400':
+          description: Error loading components
+          
+  # Miscellaneous Endpoints
+  /manager/version:
+    get:
+      summary: Get manager version
+      description: Returns the current version of ComfyUI-Manager
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/notice:
+    get:
+      summary: Get manager notice
+      description: Returns HTML content with notices and version information
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            text/html:
+              schema:
+                type: string

prestartup_script.py

@@ -21,24 +21,27 @@ import cm_global
 import manager_downloader
 import folder_paths
 
-import datetime
-if hasattr(datetime, 'datetime'):
-    from datetime import datetime
+manager_util.add_python_path_to_env()
+
+import datetime as dt
+
+if hasattr(dt, 'datetime'):
+    from datetime import datetime as dt_datetime
+    
     def current_timestamp():
-        return datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
+        return dt_datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
 else:
     # NOTE: Occurs in some Mac environments.
     import time
-    logging.error(f"[ComfyUI-Manager] fallback timestamp mode\n                  datetime module is invalid: '{datetime.__file__}'")
+    logging.error(f"[ComfyUI-Manager] fallback timestamp mode\n                  datetime module is invalid: '{dt.__file__}'")
+    
     def current_timestamp():
         return str(time.time()).split('.')[0]
 
 security_check.security_check()
 
-manager_util.add_python_path_to_env()
-
-cm_global.pip_blacklist = {'torch', 'torchsde', 'torchvision'}
-cm_global.pip_downgrade_blacklist = ['torch', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
+cm_global.pip_blacklist = {'torch', 'torchaudio', 'torchsde', 'torchvision'}
+cm_global.pip_downgrade_blacklist = ['torch', 'torchaudio', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
 
 
 def skip_pip_spam(x):
@@ -118,12 +121,17 @@ read_config()
 read_uv_mode()
 check_file_logging()
 
-cm_global.pip_overrides = {'numpy': 'numpy<2', 'ultralytics': 'ultralytics==8.3.40'}
+if sys.version_info < (3, 13):
+    cm_global.pip_overrides = {'numpy': 'numpy<2'}
+else:
+    cm_global.pip_overrides = {}
+
 if os.path.exists(manager_pip_overrides_path):
     with open(manager_pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
         cm_global.pip_overrides = json.load(json_file)
-        cm_global.pip_overrides['numpy'] = 'numpy<2'
-        cm_global.pip_overrides['ultralytics'] = 'ultralytics==8.3.40'  # for security
+        
+        if sys.version_info < (3, 13):
+            cm_global.pip_overrides['numpy'] = 'numpy<2'
 
 
 if os.path.exists(manager_pip_blacklist_path):
@@ -336,7 +344,12 @@ try:
                     log_file.write(message)
                 else:
                     log_file.write(f"[{timestamp}] {message}")
-                log_file.flush()
+
+                try:
+                    log_file.flush()
+                except Exception:
+                    pass
+
                 self.last_char = message if message == '' else message[-1]
 
             if not file_only:
@@ -349,7 +362,10 @@ try:
                         original_stderr.flush()
 
         def flush(self):
-            log_file.flush()
+            try:
+                log_file.flush()
+            except Exception:
+                pass
 
             with std_log_lock:
                 if self.is_stdout:
@@ -618,6 +634,7 @@ def execute_lazy_install_script(repo_path, executable):
         lines = manager_util.robust_readlines(requirements_path)
         for line in lines:
             package_name = remap_pip_package(line.strip())
+            package_name = package_name.split('#')[0].strip()
             if package_name and not is_installed(package_name):
                 if '--index-url' in package_name:
                     s = package_name.split('--index-url')
@@ -689,14 +706,6 @@ def execute_lazy_cnr_switch(target, zip_url, from_path, to_path, no_deps, custom
         file.write('\n'.join(list(extracted)))
 
 
-def execute_migration(moves):
-    import shutil
-    for x in moves:
-        if os.path.exists(x[0]) and not os.path.exists(x[1]):
-            shutil.move(x[0], x[1])
-            print(f"[ComfyUI-Manager] MIGRATION: '{x[0]}' -> '{x[1]}'")
-
-
 script_executed = False
 
 def execute_startup_script():
@@ -754,9 +763,6 @@ def execute_startup_script():
                         execute_lazy_cnr_switch(script[0], script[2], script[3], script[4], script[5], script[6])
                         execute_lazy_install_script(script[3], script[7])
 
-                    elif script[1] == "#LAZY-MIGRATION":
-                        execute_migration(script[2])
-
                     elif script[1] == "#LAZY-DELETE-NODEPACK":
                         execute_lazy_delete(script[2])
 

pyproject.toml

@@ -1,7 +1,7 @@
 [project]
 name = "comfyui-manager"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
-version = "3.30.2"
+version = "3.33"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]
 

scanner.py

@@ -102,12 +102,8 @@ def extract_nodes(code_text):
 def scan_in_file(filename, is_builtin=False):
     global builtin_nodes
 
-    try:
-        with open(filename, encoding='utf-8') as file:
-            code = file.read()
-    except UnicodeDecodeError:
-        with open(filename, encoding='cp949') as file:
-            code = file.read()
+    with open(filename, encoding='utf-8', errors='ignore') as file:
+        code = file.read()
 
     pattern = r"_CLASS_MAPPINGS\s*=\s*{([^}]*)}"
     regex = re.compile(pattern, re.MULTILINE | re.DOTALL)
@@ -297,7 +293,7 @@ def update_custom_nodes():
             pass
 
         def is_rate_limit_exceeded():
-            return g.rate_limiting[0] == 0
+            return g.rate_limiting[0] <= 20
 
         if is_rate_limit_exceeded():
             print(f"GitHub API Rate Limit Exceeded: remained - {(g.rate_limiting_resettime - datetime.datetime.now().timestamp())/60:.2f} min")