from pathlib import Path import os import sys import json # Create mock folder_paths module BEFORE any other imports class MockFolderPaths: @staticmethod def get_folder_paths(folder_name): # Load paths from settings.json settings_path = os.path.join(os.path.dirname(__file__), 'settings.json') try: if os.path.exists(settings_path): with open(settings_path, 'r', encoding='utf-8') as f: settings = json.load(f) # For diffusion_models, combine unet and diffusers paths if folder_name == "diffusion_models": paths = [] if 'folder_paths' in settings: if 'unet' in settings['folder_paths']: paths.extend(settings['folder_paths']['unet']) if 'diffusers' in settings['folder_paths']: paths.extend(settings['folder_paths']['diffusers']) # Filter out paths that don't exist valid_paths = [p for p in paths if os.path.exists(p)] if valid_paths: return valid_paths else: print(f"Warning: No valid paths found for {folder_name}") # For other folder names, return their paths directly elif 'folder_paths' in settings and folder_name in settings['folder_paths']: paths = settings['folder_paths'][folder_name] valid_paths = [p for p in paths if os.path.exists(p)] if valid_paths: return valid_paths else: print(f"Warning: No valid paths found for {folder_name}") except Exception as e: print(f"Error loading folder paths from settings: {e}") # Fallback to empty list if no paths found return [] @staticmethod def get_temp_directory(): return os.path.join(os.path.dirname(__file__), 'temp') @staticmethod def set_temp_directory(path): os.makedirs(path, exist_ok=True) return path # Create mock server module with PromptServer class MockPromptServer: def __init__(self): self.app = None def send_sync(self, *args, **kwargs): pass # Create mock metadata_collector module class MockMetadataCollector: def init(self): pass def get_metadata(self, prompt_id=None): return {} # Initialize basic mocks before any imports sys.modules['folder_paths'] = MockFolderPaths() sys.modules['server'] = type('server', (), {'PromptServer': MockPromptServer()}) sys.modules['py.metadata_collector'] = MockMetadataCollector() # Now we can safely import modules that depend on folder_paths and server import argparse import asyncio import logging from aiohttp import web # Setup logging logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s') logger = logging.getLogger("lora-manager-standalone") # Configure aiohttp access logger to be less verbose logging.getLogger('aiohttp.access').setLevel(logging.WARNING) # Now we can import the global config from our local modules from py.config import config class StandaloneServer: """Server implementation for standalone mode""" def __init__(self): self.app = web.Application(logger=logger) self.instance = self # Make it compatible with PromptServer.instance pattern # Ensure the app's access logger is configured to reduce verbosity self.app._subapps = [] # Ensure this exists to avoid AttributeError # Configure access logging for the app self.app.on_startup.append(self._configure_access_logger) async def _configure_access_logger(self, app): """Configure access logger to reduce verbosity""" logging.getLogger('aiohttp.access').setLevel(logging.WARNING) # If using aiohttp>=3.8.0, configure access logger through app directly if hasattr(app, 'access_logger'): app.access_logger.setLevel(logging.WARNING) async def setup(self): """Set up the standalone server""" # Create placeholders for compatibility with ComfyUI's implementation self.last_prompt_id = None self.last_node_id = None self.client_id = None # Set up routes self.setup_routes() # Add startup and shutdown handlers self.app.on_startup.append(self.on_startup) self.app.on_shutdown.append(self.on_shutdown) def setup_routes(self): """Set up basic routes""" # Add a simple status endpoint self.app.router.add_get('/', self.handle_status) # Add static route for example images if the path exists in settings settings_path = os.path.join(os.path.dirname(__file__), 'settings.json') if os.path.exists(settings_path): with open(settings_path, 'r', encoding='utf-8') as f: settings = json.load(f) example_images_path = settings.get('example_images_path') logger.info(f"Example images path: {example_images_path}") if example_images_path and os.path.exists(example_images_path): self.app.router.add_static('/example_images_static', example_images_path) logger.info(f"Added static route for example images: /example_images_static -> {example_images_path}") async def handle_status(self, request): """Handle status request by redirecting to loras page""" # Redirect to loras page instead of showing status raise web.HTTPFound('/loras') # Original JSON response (commented out) # return web.json_response({ # "status": "running", # "mode": "standalone", # "loras_roots": config.loras_roots, # "checkpoints_roots": config.checkpoints_roots # }) async def on_startup(self, app): """Startup handler""" logger.info("LoRA Manager standalone server starting...") async def on_shutdown(self, app): """Shutdown handler""" logger.info("LoRA Manager standalone server shutting down...") def send_sync(self, event_type, data, sid=None): """Stub for compatibility with PromptServer""" # In standalone mode, we don't have the same websocket system pass async def start(self, host='127.0.0.1', port=8188): """Start the server""" runner = web.AppRunner(self.app) await runner.setup() site = web.TCPSite(runner, host, port) await site.start() # Log the server address with a clickable localhost URL regardless of the actual binding logger.info(f"Server started at http://127.0.0.1:{port}") # Keep the server running while True: await asyncio.sleep(3600) # Sleep for a long time async def publish_loop(self): """Stub for compatibility with PromptServer""" # This method exists in ComfyUI's server but we don't need it pass # After all mocks are in place, import LoraManager from py.lora_manager import LoraManager class StandaloneLoraManager(LoraManager): """Extended LoraManager for standalone mode""" @classmethod def add_routes(cls, server_instance): """Initialize and register all routes for standalone mode""" app = server_instance.app # Store app in a global-like location for compatibility sys.modules['server'].PromptServer.instance = server_instance # Configure aiohttp access logger to be less verbose logging.getLogger('aiohttp.access').setLevel(logging.WARNING) added_targets = set() # Track already added target paths # Add static routes for each lora root for idx, root in enumerate(config.loras_roots, start=1): if not os.path.exists(root): logger.warning(f"Lora root path does not exist: {root}") continue preview_path = f'/loras_static/root{idx}/preview' # Check if this root is a link path in the mappings real_root = root for target, link in config._path_mappings.items(): if os.path.normpath(link) == os.path.normpath(root): # If so, route should point to the target (real path) real_root = target break # Normalize and standardize path display for consistency display_root = real_root.replace('\\', '/') # Add static route for original path - use the normalized path app.router.add_static(preview_path, real_root) logger.info(f"Added static route {preview_path} -> {display_root}") # Record route mapping with normalized path config.add_route_mapping(real_root, preview_path) added_targets.add(os.path.normpath(real_root)) # Add static routes for each checkpoint root for idx, root in enumerate(config.checkpoints_roots, start=1): if not os.path.exists(root): logger.warning(f"Checkpoint root path does not exist: {root}") continue preview_path = f'/checkpoints_static/root{idx}/preview' # Check if this root is a link path in the mappings real_root = root for target, link in config._path_mappings.items(): if os.path.normpath(link) == os.path.normpath(root): # If so, route should point to the target (real path) real_root = target break # Normalize and standardize path display for consistency display_root = real_root.replace('\\', '/') # Add static route for original path app.router.add_static(preview_path, real_root) logger.info(f"Added static route {preview_path} -> {display_root}") # Record route mapping config.add_route_mapping(real_root, preview_path) added_targets.add(os.path.normpath(real_root)) # Add static routes for symlink target paths that aren't already covered link_idx = { 'lora': 1, 'checkpoint': 1 } for target_path, link_path in config._path_mappings.items(): norm_target = os.path.normpath(target_path) if norm_target not in added_targets: # Determine if this is a checkpoint or lora link based on path is_checkpoint = any(os.path.normpath(cp_root) in os.path.normpath(link_path) for cp_root in config.checkpoints_roots) is_checkpoint = is_checkpoint or any(os.path.normpath(cp_root) in norm_target for cp_root in config.checkpoints_roots) if is_checkpoint: route_path = f'/checkpoints_static/link_{link_idx["checkpoint"]}/preview' link_idx["checkpoint"] += 1 else: route_path = f'/loras_static/link_{link_idx["lora"]}/preview' link_idx["lora"] += 1 # Display path with forward slashes for consistency display_target = target_path.replace('\\', '/') try: app.router.add_static(route_path, Path(target_path).resolve(strict=False)) logger.info(f"Added static route for link target {route_path} -> {display_target}") config.add_route_mapping(target_path, route_path) added_targets.add(norm_target) except Exception as e: logger.warning(f"Failed to add static route on initialization for {target_path}: {e}") continue # Add static route for plugin assets app.router.add_static('/loras_static', config.static_path) # Setup feature routes from py.routes.lora_routes import LoraRoutes from py.routes.api_routes import ApiRoutes from py.routes.recipe_routes import RecipeRoutes from py.routes.checkpoints_routes import CheckpointsRoutes from py.routes.update_routes import UpdateRoutes from py.routes.misc_routes import MiscRoutes from py.routes.example_images_routes import ExampleImagesRoutes from py.routes.stats_routes import StatsRoutes lora_routes = LoraRoutes() checkpoints_routes = CheckpointsRoutes() stats_routes = StatsRoutes() # Initialize routes lora_routes.setup_routes(app) checkpoints_routes.setup_routes(app) stats_routes.setup_routes(app) ApiRoutes.setup_routes(app) RecipeRoutes.setup_routes(app) UpdateRoutes.setup_routes(app) MiscRoutes.setup_routes(app) ExampleImagesRoutes.setup_routes(app) # Schedule service initialization app.on_startup.append(lambda app: cls._initialize_services()) # Add cleanup app.on_shutdown.append(cls._cleanup) app.on_shutdown.append(ApiRoutes.cleanup) def parse_args(): """Parse command line arguments""" parser = argparse.ArgumentParser(description="LoRA Manager Standalone Server") parser.add_argument("--host", type=str, default="0.0.0.0", help="Host address to bind the server to (default: 0.0.0.0)") parser.add_argument("--port", type=int, default=8188, help="Port to bind the server to (default: 8188, access via http://localhost:8188/loras)") # parser.add_argument("--loras", type=str, nargs="+", # help="Additional paths to LoRA model directories (optional if settings.json has paths)") # parser.add_argument("--checkpoints", type=str, nargs="+", # help="Additional paths to checkpoint model directories (optional if settings.json has paths)") parser.add_argument("--log-level", type=str, default="INFO", choices=["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"], help="Logging level") return parser.parse_args() async def main(): """Main entry point for standalone mode""" args = parse_args() # Set log level logging.getLogger().setLevel(getattr(logging, args.log_level)) # Explicitly configure aiohttp access logger regardless of selected log level logging.getLogger('aiohttp.access').setLevel(logging.WARNING) # Create the server instance server = StandaloneServer() # Initialize routes via the standalone lora manager StandaloneLoraManager.add_routes(server) # Set up and start the server await server.setup() await server.start(host=args.host, port=args.port) if __name__ == "__main__": try: # Run the main function asyncio.run(main()) except KeyboardInterrupt: logger.info("Server stopped by user")