import logging import os from typing import Any, Dict, List from aiohttp import web from .base_model_routes import BaseModelRoutes from .model_route_registrar import ModelRouteRegistrar from ..config import config from ..services.other_model_service import OtherModelService from ..services.service_registry import ServiceRegistry from ..utils.constants import ( CIVITAI_TYPE_TO_OTHER_SUB_TYPE, OTHER_MODEL_FOLDER_SUBTYPES, VALID_OTHER_CIVITAI_TYPES, ) logger = logging.getLogger(__name__) class OtherRoutes(BaseModelRoutes): """Other-model-specific route controller (VAE, upscaler, text encoder, ...)""" def __init__(self): """Initialize Other-model routes with OtherModel service""" super().__init__() self.template_name = "other.html" async def initialize_services(self): """Initialize services from ServiceRegistry""" other_scanner = await ServiceRegistry.get_other_scanner() update_service = await ServiceRegistry.get_model_update_service() self.service = OtherModelService(other_scanner, update_service=update_service) self.set_model_update_service(update_service) # Attach service dependencies self.attach_service(self.service) def setup_routes(self, app: web.Application, prefix: str = "other"): """Setup Other-model routes""" # Schedule service initialization on app startup app.on_startup.append(lambda _: self.initialize_services()) # Setup common routes with 'other' prefix (includes page route) super().setup_routes(app, prefix) def setup_specific_routes(self, registrar: ModelRouteRegistrar, prefix: str): """Setup Other-model-specific routes""" # Other-model info by name registrar.add_prefixed_route('GET', '/api/lm/{prefix}/info/{name}', prefix, self.get_other_model_info) # Other-model roots grouped by sub_type (text_encoders + legacy clip # are aggregated under text_encoder) registrar.add_prefixed_route('GET', '/api/lm/{prefix}/roots_by_subtype', prefix, self.get_roots_by_subtype) def _validate_civitai_model_type(self, model_type: str) -> bool: """Validate CivitAI model type for other models. Accepts retired CivitAI types (CLIP, CLIPVision) as well — grandfathered models on CivitAI still carry them. Types whose sub_type is currently disabled (or every type while the opt-in feature is off) are rejected. """ normalized = (model_type or "").strip().lower() if normalized not in VALID_OTHER_CIVITAI_TYPES: return False if not self._settings.is_other_models_enabled(): return False sub_type = CIVITAI_TYPE_TO_OTHER_SUB_TYPE.get(normalized) if sub_type is None: # CivitAI "Other" has no sub_type of its own; it is only usable # while at least one sub_type is enabled. return bool(self._settings.get_enabled_other_sub_types()) return self._settings.is_other_sub_type_enabled(sub_type) def _get_page_context_provider(self): """Expose the opt-in feature state to the Other Models page template.""" return self._page_context_for_other def _page_context_for_other(self, request: web.Request) -> Dict[str, Any]: if not self._settings.is_other_models_enabled(): return {"other_disabled": True, "other_no_paths": False} # Enabled but nothing to scan: folder paths for the managed sub_types # resolved to no existing folder. Render an actionable empty state # instead of an apparently broken empty grid. standalone_mode = os.environ.get("LORA_MANAGER_STANDALONE", "0") == "1" context = { "other_disabled": False, "other_no_paths": not bool(config.other_roots), "standalone_mode": standalone_mode, } if standalone_mode: # The settings UI cannot edit primary folder_paths, so the empty # state must point at the actual file the user has to edit. context["settings_file"] = getattr(self._settings, "settings_file", "") or "" return context def _get_expected_model_types(self) -> str: """Get expected model types string for error messages""" return "VAE, Upscaler, TextEncoder, CLIPVision, Controlnet, or Other" def _parse_specific_params(self, request: web.Request) -> Dict[str, Any]: """Parse other-model-specific parameters (none in Phase 1).""" return {} async def get_roots_by_subtype(self, request: web.Request) -> web.Response: """Return other-model roots grouped by sub_type. Aggregates the per-folder_paths-key roots from config (``text_encoders`` and the legacy ``clip`` key both land under ``text_encoder``). """ try: roots_by_subtype: Dict[str, List[str]] = {} for key, roots in (config.other_folder_roots or {}).items(): sub_type = OTHER_MODEL_FOLDER_SUBTYPES.get(key) if not sub_type: continue bucket = roots_by_subtype.setdefault(sub_type, []) for root in roots: if root and root not in bucket: bucket.append(root) return web.json_response( {"success": True, "roots_by_subtype": roots_by_subtype} ) except Exception as e: logger.error(f"Error getting other roots by sub_type: {e}", exc_info=True) return web.json_response( {"success": False, "error": str(e)}, status=500 ) async def get_other_model_info(self, request: web.Request) -> web.Response: """Get detailed information for a specific other model by name""" try: name = request.match_info.get('name', '') model_info = await self.service.get_model_info_by_name(name) # pyright: ignore[reportAttributeAccessIssue] if model_info: return web.json_response(model_info) else: return web.json_response({"error": "Model not found"}, status=404) except Exception as e: logger.error(f"Error in get_other_model_info: {e}", exc_info=True) return web.json_response({"error": str(e)}, status=500)