Files
ComfyUI-Lora-Manager/py/lora_manager.py

481 lines
22 KiB
Python

import asyncio
import sys
import os
import logging
from pathlib import Path
from server import PromptServer # type: ignore
from .config import config
from .services.model_service_factory import ModelServiceFactory, register_default_model_types
from .routes.recipe_routes import RecipeRoutes
from .routes.stats_routes import StatsRoutes
from .routes.update_routes import UpdateRoutes
from .routes.misc_routes import MiscRoutes
from .routes.example_images_routes import ExampleImagesRoutes
from .services.service_registry import ServiceRegistry
from .services.settings_manager import settings
from .utils.example_images_migration import ExampleImagesMigration
from .services.websocket_manager import ws_manager
logger = logging.getLogger(__name__)
# Check if we're in standalone mode
STANDALONE_MODE = 'nodes' not in sys.modules
class LoraManager:
"""Main entry point for LoRA Manager plugin"""
@classmethod
def add_routes(cls):
"""Initialize and register all routes using the new refactored architecture"""
app = PromptServer.instance.app
# Configure aiohttp access logger to be less verbose
logging.getLogger('aiohttp.access').setLevel(logging.WARNING)
# Add specific suppression for connection reset errors
class ConnectionResetFilter(logging.Filter):
def filter(self, record):
# Filter out connection reset errors that are not critical
if "ConnectionResetError" in str(record.getMessage()):
return False
if "_call_connection_lost" in str(record.getMessage()):
return False
if "WinError 10054" in str(record.getMessage()):
return False
return True
# Apply the filter to asyncio logger
asyncio_logger = logging.getLogger("asyncio")
asyncio_logger.addFilter(ConnectionResetFilter())
added_targets = set() # Track already added target paths
# Add static route for example images if the path exists in settings
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):
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}")
# Add static routes for each lora root
for idx, root in enumerate(config.loras_roots, start=1):
preview_path = f'/loras_static/root{idx}/preview'
real_root = root
if root in config._path_mappings.values():
for target, link in config._path_mappings.items():
if link == root:
real_root = target
break
# Add static route for original path
app.router.add_static(preview_path, real_root)
logger.info(f"Added static route {preview_path} -> {real_root}")
# Record route mapping
config.add_route_mapping(real_root, preview_path)
added_targets.add(real_root)
# Add static routes for each checkpoint root
for idx, root in enumerate(config.base_models_roots, start=1):
preview_path = f'/checkpoints_static/root{idx}/preview'
real_root = root
if root in config._path_mappings.values():
for target, link in config._path_mappings.items():
if link == root:
real_root = target
break
# Add static route for original path
app.router.add_static(preview_path, real_root)
logger.info(f"Added static route {preview_path} -> {real_root}")
# Record route mapping
config.add_route_mapping(real_root, preview_path)
added_targets.add(real_root)
# Add static routes for each embedding root
for idx, root in enumerate(config.embeddings_roots, start=1):
preview_path = f'/embeddings_static/root{idx}/preview'
real_root = root
if root in config._path_mappings.values():
for target, link in config._path_mappings.items():
if link == root:
real_root = target
break
# Add static route for original path
app.router.add_static(preview_path, real_root)
logger.info(f"Added static route {preview_path} -> {real_root}")
# Record route mapping
config.add_route_mapping(real_root, preview_path)
added_targets.add(real_root)
# Add static routes for symlink target paths
link_idx = {
'lora': 1,
'checkpoint': 1,
'embedding': 1
}
for target_path, link_path in config._path_mappings.items():
if target_path not in added_targets:
# Determine if this is a checkpoint, lora, or embedding link based on path
is_checkpoint = any(cp_root in link_path for cp_root in config.base_models_roots)
is_checkpoint = is_checkpoint or any(cp_root in target_path for cp_root in config.base_models_roots)
is_embedding = any(emb_root in link_path for emb_root in config.embeddings_roots)
is_embedding = is_embedding or any(emb_root in target_path for emb_root in config.embeddings_roots)
if is_checkpoint:
route_path = f'/checkpoints_static/link_{link_idx["checkpoint"]}/preview'
link_idx["checkpoint"] += 1
elif is_embedding:
route_path = f'/embeddings_static/link_{link_idx["embedding"]}/preview'
link_idx["embedding"] += 1
else:
route_path = f'/loras_static/link_{link_idx["lora"]}/preview'
link_idx["lora"] += 1
try:
app.router.add_static(route_path, Path(target_path).resolve(strict=False))
logger.info(f"Added static route for link target {route_path} -> {target_path}")
config.add_route_mapping(target_path, route_path)
added_targets.add(target_path)
except Exception as e:
logger.warning(f"Failed to add static route on initialization for {target_path}: {e}")
continue
# Add static route for locales JSON files
if os.path.exists(config.i18n_path):
app.router.add_static('/locales', config.i18n_path)
logger.info(f"Added static route for locales: /locales -> {config.i18n_path}")
# Add static route for plugin assets
app.router.add_static('/loras_static', config.static_path)
# Register default model types with the factory
register_default_model_types()
# Setup all model routes using the factory
ModelServiceFactory.setup_all_routes(app)
# Setup non-model-specific routes
stats_routes = StatsRoutes()
stats_routes.setup_routes(app)
RecipeRoutes.setup_routes(app)
UpdateRoutes.setup_routes(app)
MiscRoutes.setup_routes(app)
ExampleImagesRoutes.setup_routes(app)
# Setup WebSocket routes that are shared across all model types
app.router.add_get('/ws/fetch-progress', ws_manager.handle_connection)
app.router.add_get('/ws/download-progress', ws_manager.handle_download_connection)
app.router.add_get('/ws/init-progress', ws_manager.handle_init_connection)
# Schedule service initialization
app.on_startup.append(lambda app: cls._initialize_services())
# Add cleanup
app.on_shutdown.append(cls._cleanup)
logger.info(f"LoRA Manager: Set up routes for {len(ModelServiceFactory.get_registered_types())} model types: {', '.join(ModelServiceFactory.get_registered_types())}")
@classmethod
async def _initialize_services(cls):
"""Initialize all services using the ServiceRegistry"""
try:
# Initialize CivitaiClient first to ensure it's ready for other services
await ServiceRegistry.get_civitai_client()
# Register DownloadManager with ServiceRegistry
await ServiceRegistry.get_download_manager()
from .services.metadata_service import initialize_metadata_providers
await initialize_metadata_providers()
# Initialize WebSocket manager
await ServiceRegistry.get_websocket_manager()
# Initialize scanners in background
lora_scanner = await ServiceRegistry.get_lora_scanner()
checkpoint_scanner = await ServiceRegistry.get_checkpoint_scanner()
embedding_scanner = await ServiceRegistry.get_embedding_scanner()
# Initialize recipe scanner if needed
recipe_scanner = await ServiceRegistry.get_recipe_scanner()
# Create low-priority initialization tasks
init_tasks = [
asyncio.create_task(lora_scanner.initialize_in_background(), name='lora_cache_init'),
asyncio.create_task(checkpoint_scanner.initialize_in_background(), name='checkpoint_cache_init'),
asyncio.create_task(embedding_scanner.initialize_in_background(), name='embedding_cache_init'),
asyncio.create_task(recipe_scanner.initialize_in_background(), name='recipe_cache_init')
]
await ExampleImagesMigration.check_and_run_migrations()
# Schedule post-initialization tasks to run after scanners complete
asyncio.create_task(
cls._run_post_initialization_tasks(init_tasks),
name='post_init_tasks'
)
logger.info("LoRA Manager: All services initialized and background tasks scheduled")
except Exception as e:
logger.error(f"LoRA Manager: Error initializing services: {e}", exc_info=True)
@classmethod
async def _run_post_initialization_tasks(cls, init_tasks):
"""Run post-initialization tasks after all scanners complete"""
try:
logger.debug("LoRA Manager: Waiting for scanner initialization to complete...")
# Wait for all scanner initialization tasks to complete
await asyncio.gather(*init_tasks, return_exceptions=True)
logger.debug("LoRA Manager: Scanner initialization completed, starting post-initialization tasks...")
# Run post-initialization tasks
post_tasks = [
asyncio.create_task(cls._cleanup_backup_files(), name='cleanup_bak_files'),
asyncio.create_task(cls._cleanup_example_images_folders(), name='cleanup_example_images'),
# Add more post-initialization tasks here as needed
# asyncio.create_task(cls._another_post_task(), name='another_task'),
]
# Run all post-initialization tasks
results = await asyncio.gather(*post_tasks, return_exceptions=True)
# Log results
for i, result in enumerate(results):
task_name = post_tasks[i].get_name()
if isinstance(result, Exception):
logger.error(f"Post-initialization task '{task_name}' failed: {result}")
else:
logger.debug(f"Post-initialization task '{task_name}' completed successfully")
logger.debug("LoRA Manager: All post-initialization tasks completed")
except Exception as e:
logger.error(f"LoRA Manager: Error in post-initialization tasks: {e}", exc_info=True)
@classmethod
async def _cleanup_backup_files(cls):
"""Clean up .bak files in all model roots"""
try:
logger.debug("Starting cleanup of .bak files in model directories...")
# Collect all model roots
all_roots = set()
all_roots.update(config.loras_roots)
all_roots.update(config.base_models_roots)
all_roots.update(config.embeddings_roots)
total_deleted = 0
total_size_freed = 0
for root_path in all_roots:
if not os.path.exists(root_path):
continue
try:
deleted_count, size_freed = await cls._cleanup_backup_files_in_directory(root_path)
total_deleted += deleted_count
total_size_freed += size_freed
if deleted_count > 0:
logger.debug(f"Cleaned up {deleted_count} .bak files in {root_path} (freed {size_freed / (1024*1024):.2f} MB)")
except Exception as e:
logger.error(f"Error cleaning up .bak files in {root_path}: {e}")
# Yield control periodically
await asyncio.sleep(0.01)
if total_deleted > 0:
logger.debug(f"Backup cleanup completed: removed {total_deleted} .bak files, freed {total_size_freed / (1024*1024):.2f} MB total")
else:
logger.debug("Backup cleanup completed: no .bak files found")
except Exception as e:
logger.error(f"Error during backup file cleanup: {e}", exc_info=True)
@classmethod
async def _cleanup_backup_files_in_directory(cls, directory_path: str):
"""Clean up .bak files in a specific directory recursively
Args:
directory_path: Path to the directory to clean
Returns:
Tuple[int, int]: (number of files deleted, total size freed in bytes)
"""
deleted_count = 0
size_freed = 0
visited_paths = set()
def cleanup_recursive(path):
nonlocal deleted_count, size_freed
try:
real_path = os.path.realpath(path)
if real_path in visited_paths:
return
visited_paths.add(real_path)
with os.scandir(path) as it:
for entry in it:
try:
if entry.is_file(follow_symlinks=True) and entry.name.endswith('.bak'):
file_size = entry.stat().st_size
os.remove(entry.path)
deleted_count += 1
size_freed += file_size
logger.debug(f"Deleted .bak file: {entry.path}")
elif entry.is_dir(follow_symlinks=True):
cleanup_recursive(entry.path)
except Exception as e:
logger.warning(f"Could not delete .bak file {entry.path}: {e}")
except Exception as e:
logger.error(f"Error scanning directory {path} for .bak files: {e}")
# Run the recursive cleanup in a thread pool to avoid blocking
loop = asyncio.get_event_loop()
await loop.run_in_executor(None, cleanup_recursive, directory_path)
return deleted_count, size_freed
@classmethod
async def _cleanup_example_images_folders(cls):
"""Clean up invalid or empty folders in example images directory"""
try:
example_images_path = settings.get('example_images_path')
if not example_images_path or not os.path.exists(example_images_path):
logger.debug("Example images path not configured or doesn't exist, skipping cleanup")
return
logger.debug(f"Starting cleanup of example images folders in: {example_images_path}")
# Get all scanner instances to check hash validity
lora_scanner = await ServiceRegistry.get_lora_scanner()
checkpoint_scanner = await ServiceRegistry.get_checkpoint_scanner()
embedding_scanner = await ServiceRegistry.get_embedding_scanner()
total_folders_checked = 0
empty_folders_removed = 0
invalid_hash_folders_removed = 0
# Scan the example images directory
try:
with os.scandir(example_images_path) as it:
for entry in it:
if not entry.is_dir(follow_symlinks=False):
continue
folder_name = entry.name
folder_path = entry.path
total_folders_checked += 1
try:
# Check if folder is empty
is_empty = cls._is_folder_empty(folder_path)
if is_empty:
logger.debug(f"Removing empty example images folder: {folder_name}")
await cls._remove_folder_safely(folder_path)
empty_folders_removed += 1
continue
# Check if folder name is a valid SHA256 hash (64 hex characters)
if len(folder_name) != 64 or not all(c in '0123456789abcdefABCDEF' for c in folder_name):
logger.debug(f"Removing invalid hash folder: {folder_name}")
await cls._remove_folder_safely(folder_path)
invalid_hash_folders_removed += 1
continue
# Check if hash exists in any of the scanners
hash_exists = (
lora_scanner.has_hash(folder_name) or
checkpoint_scanner.has_hash(folder_name) or
embedding_scanner.has_hash(folder_name)
)
if not hash_exists:
logger.debug(f"Removing example images folder for deleted model: {folder_name}")
await cls._remove_folder_safely(folder_path)
invalid_hash_folders_removed += 1
continue
except Exception as e:
logger.error(f"Error processing example images folder {folder_name}: {e}")
# Yield control periodically
await asyncio.sleep(0.01)
except Exception as e:
logger.error(f"Error scanning example images directory: {e}")
return
# Log final cleanup report
total_removed = empty_folders_removed + invalid_hash_folders_removed
if total_removed > 0:
logger.info(f"Example images cleanup completed: checked {total_folders_checked} folders, "
f"removed {empty_folders_removed} empty folders and {invalid_hash_folders_removed} "
f"folders for deleted/invalid models (total: {total_removed} removed)")
else:
logger.info(f"Example images cleanup completed: checked {total_folders_checked} folders, "
f"no cleanup needed")
except Exception as e:
logger.error(f"Error during example images cleanup: {e}", exc_info=True)
@classmethod
def _is_folder_empty(cls, folder_path: str) -> bool:
"""Check if a folder is empty
Args:
folder_path: Path to the folder to check
Returns:
bool: True if folder is empty, False otherwise
"""
try:
with os.scandir(folder_path) as it:
return not any(it)
except Exception as e:
logger.debug(f"Error checking if folder is empty {folder_path}: {e}")
return False
@classmethod
async def _remove_folder_safely(cls, folder_path: str):
"""Safely remove a folder and all its contents
Args:
folder_path: Path to the folder to remove
"""
try:
import shutil
loop = asyncio.get_event_loop()
await loop.run_in_executor(None, shutil.rmtree, folder_path)
except Exception as e:
logger.warning(f"Failed to remove folder {folder_path}: {e}")
@classmethod
async def _cleanup(cls, app):
"""Cleanup resources using ServiceRegistry"""
try:
logger.info("LoRA Manager: Cleaning up services")
# Close CivitaiClient gracefully
civitai_client = await ServiceRegistry.get_service("civitai_client")
if civitai_client:
await civitai_client.close()
logger.info("Closed CivitaiClient connection")
except Exception as e:
logger.error(f"Error during cleanup: {e}", exc_info=True)