Files
ComfyUI-Lora-Manager/__init__.py
T
Martial Michel e9aff35957 feat: add image metadata loader with native LoRA Manager integration
Add Load Image Metadata (LoraManager) to extract reusable prompts,
model references, LoRA stacks, and sampling settings from images.

Prefer saved A1111-style parameters by default, with optional workflow
and subgraph sampler selection. Resolve local model and LoRA names,
report missing resources, and recover extraction failures with explicit
defaults and readable diagnostics.

Include parser, resource-resolution, and node regression tests, plus
usage documentation.
2026-09-22 22:18:03 -04:00

128 lines
5.4 KiB
Python

try: # pragma: no cover - import fallback for pytest collection
from .py.lora_manager import LoraManager
from .py.nodes.lora_loader import LoraLoaderLM, LoraTextLoaderLM
from .py.nodes.checkpoint_loader import CheckpointLoaderLM
from .py.nodes.unet_loader import UNETLoaderLM
from .py.nodes.trigger_word_toggle import TriggerWordToggleLM
from .py.nodes.prompt import PromptLM
from .py.nodes.text import TextLM
from .py.nodes.lora_stacker import LoraStackerLM
from .py.nodes.lora_stack_combiner import LoraStackCombinerLM
from .py.nodes.save_image import SaveImageLM
from .py.nodes.debug_metadata import DebugMetadataLM
from .py.nodes.wanvideo_lora_select import WanVideoLoraSelectLM
from .py.nodes.wanvideo_lora_select_from_text import WanVideoLoraTextSelectLM
from .py.nodes.lora_pool import LoraPoolLM
from .py.nodes.lora_randomizer import LoraRandomizerLM
from .py.nodes.lora_cycler import LoraCyclerLM
from .py.nodes.lora_info import LoraInfoLM
from .py.nodes.lora_syntax_to_path import LoraSyntaxToPath
from .py.nodes.create_hook_lora import CreateHookLoraLM
from .py.nodes.load_image_metadata import LoadImageMetadataLM
from .py.nodes.metadata_overwrite import MetadataOverwriteLM
from .py.metadata_collector import init as init_metadata_collector
except (
ImportError
): # pragma: no cover - allows running under pytest without package install
import importlib
import pathlib
import sys
package_root = pathlib.Path(__file__).resolve().parent
if str(package_root) not in sys.path:
sys.path.append(str(package_root))
PromptLM = importlib.import_module("py.nodes.prompt").PromptLM
TextLM = importlib.import_module("py.nodes.text").TextLM
LoraManager = importlib.import_module("py.lora_manager").LoraManager
LoraLoaderLM = importlib.import_module("py.nodes.lora_loader").LoraLoaderLM
LoraTextLoaderLM = importlib.import_module("py.nodes.lora_loader").LoraTextLoaderLM
CheckpointLoaderLM = importlib.import_module(
"py.nodes.checkpoint_loader"
).CheckpointLoaderLM
UNETLoaderLM = importlib.import_module("py.nodes.unet_loader").UNETLoaderLM
TriggerWordToggleLM = importlib.import_module(
"py.nodes.trigger_word_toggle"
).TriggerWordToggleLM
LoraStackerLM = importlib.import_module("py.nodes.lora_stacker").LoraStackerLM
LoraStackCombinerLM = importlib.import_module(
"py.nodes.lora_stack_combiner"
).LoraStackCombinerLM
SaveImageLM = importlib.import_module("py.nodes.save_image").SaveImageLM
DebugMetadataLM = importlib.import_module("py.nodes.debug_metadata").DebugMetadataLM
WanVideoLoraSelectLM = importlib.import_module(
"py.nodes.wanvideo_lora_select"
).WanVideoLoraSelectLM
WanVideoLoraTextSelectLM = importlib.import_module(
"py.nodes.wanvideo_lora_select_from_text"
).WanVideoLoraTextSelectLM
LoraPoolLM = importlib.import_module("py.nodes.lora_pool").LoraPoolLM
LoraRandomizerLM = importlib.import_module(
"py.nodes.lora_randomizer"
).LoraRandomizerLM
LoraCyclerLM = importlib.import_module("py.nodes.lora_cycler").LoraCyclerLM
LoraInfoLM = importlib.import_module("py.nodes.lora_info").LoraInfoLM
LoraSyntaxToPath = importlib.import_module(
"py.nodes.lora_syntax_to_path"
).LoraSyntaxToPath
CreateHookLoraLM = importlib.import_module(
"py.nodes.create_hook_lora"
).CreateHookLoraLM
MetadataOverwriteLM = importlib.import_module(
"py.nodes.metadata_overwrite"
).MetadataOverwriteLM
LoadImageMetadataLM = importlib.import_module("py.nodes.load_image_metadata").LoadImageMetadataLM
init_metadata_collector = importlib.import_module("py.metadata_collector").init
NODE_CLASS_MAPPINGS = {
PromptLM.NAME: PromptLM,
TextLM.NAME: TextLM,
LoraLoaderLM.NAME: LoraLoaderLM,
LoraTextLoaderLM.NAME: LoraTextLoaderLM,
CheckpointLoaderLM.NAME: CheckpointLoaderLM,
UNETLoaderLM.NAME: UNETLoaderLM,
TriggerWordToggleLM.NAME: TriggerWordToggleLM,
LoraStackerLM.NAME: LoraStackerLM,
LoraStackCombinerLM.NAME: LoraStackCombinerLM,
SaveImageLM.NAME: SaveImageLM,
DebugMetadataLM.NAME: DebugMetadataLM,
WanVideoLoraSelectLM.NAME: WanVideoLoraSelectLM,
WanVideoLoraTextSelectLM.NAME: WanVideoLoraTextSelectLM,
LoraPoolLM.NAME: LoraPoolLM,
LoraRandomizerLM.NAME: LoraRandomizerLM,
LoraCyclerLM.NAME: LoraCyclerLM,
LoraInfoLM.NAME: LoraInfoLM,
LoraSyntaxToPath.NAME: LoraSyntaxToPath,
CreateHookLoraLM.NAME: CreateHookLoraLM,
MetadataOverwriteLM.NAME: MetadataOverwriteLM,
LoadImageMetadataLM.NAME: LoadImageMetadataLM,
}
WEB_DIRECTORY = "./web/comfyui"
# Check and build Vue widgets if needed (development mode)
try:
from .py.vue_widget_builder import check_and_build_vue_widgets
# Auto-build in development, warn only if fails
check_and_build_vue_widgets(auto_build=True, warn_only=True)
except ImportError:
# Fallback for pytest
import importlib
check_and_build_vue_widgets = importlib.import_module(
"py.vue_widget_builder"
).check_and_build_vue_widgets
check_and_build_vue_widgets(auto_build=True, warn_only=True)
except Exception as e:
import logging
logging.warning(f"[LoRA Manager] Vue widget build check skipped: {e}")
# Initialize metadata collector
init_metadata_collector()
# Register routes on import
LoraManager.add_routes()
__all__ = ["NODE_CLASS_MAPPINGS", "WEB_DIRECTORY"]