mirror of
https://github.com/willmiao/ComfyUI-Lora-Manager.git
synced 2026-03-21 21:22:11 -03:00
619 lines
26 KiB
Python
619 lines
26 KiB
Python
from abc import ABC, abstractmethod
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import asyncio
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import json
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import logging
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from aiohttp import web
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from typing import Dict
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import jinja2
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from ..utils.routes_common import ModelRouteUtils
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from ..services.websocket_manager import ws_manager
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from ..services.settings_manager import settings
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from ..config import config
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logger = logging.getLogger(__name__)
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class BaseModelRoutes(ABC):
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"""Base route controller for all model types"""
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def __init__(self, service):
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"""Initialize the route controller
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Args:
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service: Model service instance (LoraService, CheckpointService, etc.)
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"""
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self.service = service
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self.model_type = service.model_type
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self.template_env = jinja2.Environment(
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loader=jinja2.FileSystemLoader(config.templates_path),
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autoescape=True
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)
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def setup_routes(self, app: web.Application, prefix: str):
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"""Setup common routes for the model type
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Args:
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app: aiohttp application
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prefix: URL prefix (e.g., 'loras', 'checkpoints')
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"""
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# Common model management routes
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app.router.add_get(f'/api/{prefix}', self.get_models)
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app.router.add_post(f'/api/{prefix}/delete', self.delete_model)
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app.router.add_post(f'/api/{prefix}/exclude', self.exclude_model)
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app.router.add_post(f'/api/{prefix}/fetch-civitai', self.fetch_civitai)
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app.router.add_post(f'/api/{prefix}/relink-civitai', self.relink_civitai)
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app.router.add_post(f'/api/{prefix}/replace-preview', self.replace_preview)
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app.router.add_post(f'/api/{prefix}/save-metadata', self.save_metadata)
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app.router.add_post(f'/api/{prefix}/rename', self.rename_model)
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app.router.add_post(f'/api/{prefix}/bulk-delete', self.bulk_delete_models)
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app.router.add_post(f'/api/{prefix}/verify-duplicates', self.verify_duplicates)
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# Common query routes
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app.router.add_get(f'/api/{prefix}/top-tags', self.get_top_tags)
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app.router.add_get(f'/api/{prefix}/base-models', self.get_base_models)
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app.router.add_get(f'/api/{prefix}/scan', self.scan_models)
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app.router.add_get(f'/api/{prefix}/roots', self.get_model_roots)
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app.router.add_get(f'/api/{prefix}/folders', self.get_folders)
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app.router.add_get(f'/api/{prefix}/find-duplicates', self.find_duplicate_models)
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app.router.add_get(f'/api/{prefix}/find-filename-conflicts', self.find_filename_conflicts)
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# Common Download management
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app.router.add_post(f'/api/download-model', self.download_model)
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app.router.add_get(f'/api/download-model-get', self.download_model_get)
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app.router.add_get(f'/api/cancel-download-get', self.cancel_download_get)
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app.router.add_get(f'/api/download-progress/{{download_id}}', self.get_download_progress)
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# CivitAI integration routes
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app.router.add_post(f'/api/{prefix}/fetch-all-civitai', self.fetch_all_civitai)
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# app.router.add_get(f'/api/civitai/versions/{{model_id}}', self.get_civitai_versions)
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# Add generic page route
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app.router.add_get(f'/{prefix}', self.handle_models_page)
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# Setup model-specific routes
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self.setup_specific_routes(app, prefix)
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@abstractmethod
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def setup_specific_routes(self, app: web.Application, prefix: str):
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"""Setup model-specific routes - to be implemented by subclasses"""
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pass
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async def handle_models_page(self, request: web.Request) -> web.Response:
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"""
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Generic handler for model pages (e.g., /loras, /checkpoints).
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Subclasses should set self.template_env and template_name.
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"""
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try:
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# Check if the scanner is initializing
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is_initializing = (
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self.service.scanner._cache is None or
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(hasattr(self.service.scanner, 'is_initializing') and callable(self.service.scanner.is_initializing) and self.service.scanner.is_initializing()) or
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(hasattr(self.service.scanner, '_is_initializing') and self.service.scanner._is_initializing)
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)
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template_name = getattr(self, "template_name", None)
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if not self.template_env or not template_name:
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return web.Response(text="Template environment or template name not set", status=500)
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if is_initializing:
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rendered = self.template_env.get_template(template_name).render(
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folders=[],
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is_initializing=True,
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settings=settings,
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request=request
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)
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else:
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try:
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cache = await self.service.scanner.get_cached_data(force_refresh=False)
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rendered = self.template_env.get_template(template_name).render(
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folders=getattr(cache, "folders", []),
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is_initializing=False,
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settings=settings,
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request=request
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)
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except Exception as cache_error:
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logger.error(f"Error loading cache data: {cache_error}")
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rendered = self.template_env.get_template(template_name).render(
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folders=[],
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is_initializing=True,
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settings=settings,
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request=request
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)
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return web.Response(
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text=rendered,
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content_type='text/html'
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)
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except Exception as e:
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logger.error(f"Error handling models page: {e}", exc_info=True)
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return web.Response(
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text="Error loading models page",
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status=500
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)
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async def get_models(self, request: web.Request) -> web.Response:
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"""Get paginated model data"""
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try:
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# Parse common query parameters
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params = self._parse_common_params(request)
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# Get data from service
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result = await self.service.get_paginated_data(**params)
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# Format response items
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formatted_result = {
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'items': [await self.service.format_response(item) for item in result['items']],
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'total': result['total'],
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'page': result['page'],
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'page_size': result['page_size'],
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'total_pages': result['total_pages']
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}
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return web.json_response(formatted_result)
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except Exception as e:
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logger.error(f"Error in get_{self.model_type}s: {e}", exc_info=True)
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return web.json_response({"error": str(e)}, status=500)
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def _parse_common_params(self, request: web.Request) -> Dict:
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"""Parse common query parameters"""
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# Parse basic pagination and sorting
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page = int(request.query.get('page', '1'))
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page_size = min(int(request.query.get('page_size', '20')), 100)
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sort_by = request.query.get('sort_by', 'name')
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folder = request.query.get('folder', None)
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search = request.query.get('search', None)
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fuzzy_search = request.query.get('fuzzy_search', 'false').lower() == 'true'
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# Parse filter arrays
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base_models = request.query.getall('base_model', [])
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tags = request.query.getall('tag', [])
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favorites_only = request.query.get('favorites_only', 'false').lower() == 'true'
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# Parse search options
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search_options = {
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'filename': request.query.get('search_filename', 'true').lower() == 'true',
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'modelname': request.query.get('search_modelname', 'true').lower() == 'true',
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'tags': request.query.get('search_tags', 'false').lower() == 'true',
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'recursive': request.query.get('recursive', 'false').lower() == 'true',
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}
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# Parse hash filters if provided
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hash_filters = {}
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if 'hash' in request.query:
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hash_filters['single_hash'] = request.query['hash']
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elif 'hashes' in request.query:
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try:
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hash_list = json.loads(request.query['hashes'])
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if isinstance(hash_list, list):
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hash_filters['multiple_hashes'] = hash_list
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except (json.JSONDecodeError, TypeError):
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pass
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return {
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'page': page,
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'page_size': page_size,
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'sort_by': sort_by,
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'folder': folder,
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'search': search,
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'fuzzy_search': fuzzy_search,
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'base_models': base_models,
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'tags': tags,
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'search_options': search_options,
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'hash_filters': hash_filters,
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'favorites_only': favorites_only,
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# Add model-specific parameters
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**self._parse_specific_params(request)
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}
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def _parse_specific_params(self, request: web.Request) -> Dict:
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"""Parse model-specific parameters - to be overridden by subclasses"""
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return {}
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# Common route handlers
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async def delete_model(self, request: web.Request) -> web.Response:
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"""Handle model deletion request"""
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return await ModelRouteUtils.handle_delete_model(request, self.service.scanner)
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async def exclude_model(self, request: web.Request) -> web.Response:
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"""Handle model exclusion request"""
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return await ModelRouteUtils.handle_exclude_model(request, self.service.scanner)
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async def fetch_civitai(self, request: web.Request) -> web.Response:
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"""Handle CivitAI metadata fetch request"""
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response = await ModelRouteUtils.handle_fetch_civitai(request, self.service.scanner)
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# If successful, format the metadata before returning
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if response.status == 200:
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data = json.loads(response.body.decode('utf-8'))
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if data.get("success") and data.get("metadata"):
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formatted_metadata = await self.service.format_response(data["metadata"])
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return web.json_response({
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"success": True,
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"metadata": formatted_metadata
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})
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return response
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async def relink_civitai(self, request: web.Request) -> web.Response:
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"""Handle CivitAI metadata re-linking request"""
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return await ModelRouteUtils.handle_relink_civitai(request, self.service.scanner)
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async def replace_preview(self, request: web.Request) -> web.Response:
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"""Handle preview image replacement"""
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return await ModelRouteUtils.handle_replace_preview(request, self.service.scanner)
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async def save_metadata(self, request: web.Request) -> web.Response:
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"""Handle saving metadata updates"""
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return await ModelRouteUtils.handle_save_metadata(request, self.service.scanner)
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async def rename_model(self, request: web.Request) -> web.Response:
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"""Handle renaming a model file and its associated files"""
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return await ModelRouteUtils.handle_rename_model(request, self.service.scanner)
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async def bulk_delete_models(self, request: web.Request) -> web.Response:
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"""Handle bulk deletion of models"""
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return await ModelRouteUtils.handle_bulk_delete_models(request, self.service.scanner)
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async def verify_duplicates(self, request: web.Request) -> web.Response:
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"""Handle verification of duplicate model hashes"""
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return await ModelRouteUtils.handle_verify_duplicates(request, self.service.scanner)
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async def get_top_tags(self, request: web.Request) -> web.Response:
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"""Handle request for top tags sorted by frequency"""
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try:
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limit = int(request.query.get('limit', '20'))
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if limit < 1 or limit > 100:
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limit = 20
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top_tags = await self.service.get_top_tags(limit)
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return web.json_response({
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'success': True,
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'tags': top_tags
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})
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except Exception as e:
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logger.error(f"Error getting top tags: {str(e)}", exc_info=True)
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return web.json_response({
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'success': False,
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'error': 'Internal server error'
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}, status=500)
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async def get_base_models(self, request: web.Request) -> web.Response:
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"""Get base models used in models"""
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try:
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limit = int(request.query.get('limit', '20'))
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if limit < 1 or limit > 100:
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limit = 20
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base_models = await self.service.get_base_models(limit)
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return web.json_response({
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'success': True,
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'base_models': base_models
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})
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except Exception as e:
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logger.error(f"Error retrieving base models: {e}")
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return web.json_response({
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'success': False,
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'error': str(e)
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}, status=500)
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async def scan_models(self, request: web.Request) -> web.Response:
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"""Force a rescan of model files"""
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try:
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full_rebuild = request.query.get('full_rebuild', 'false').lower() == 'true'
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await self.service.scan_models(force_refresh=True, rebuild_cache=full_rebuild)
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return web.json_response({
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"status": "success",
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"message": f"{self.model_type.capitalize()} scan completed"
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})
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except Exception as e:
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logger.error(f"Error in scan_{self.model_type}s: {e}", exc_info=True)
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return web.json_response({"error": str(e)}, status=500)
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async def get_model_roots(self, request: web.Request) -> web.Response:
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"""Return the model root directories"""
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try:
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roots = self.service.get_model_roots()
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return web.json_response({
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"success": True,
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"roots": roots
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})
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except Exception as e:
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logger.error(f"Error getting {self.model_type} roots: {e}", exc_info=True)
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return web.json_response({
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"success": False,
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"error": str(e)
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}, status=500)
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async def get_folders(self, request: web.Request) -> web.Response:
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"""Get all folders in the cache"""
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try:
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cache = await self.service.scanner.get_cached_data()
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return web.json_response({
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'folders': cache.folders
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})
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except Exception as e:
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logger.error(f"Error getting folders: {e}")
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return web.json_response({
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'success': False,
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'error': str(e)
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}, status=500)
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async def find_duplicate_models(self, request: web.Request) -> web.Response:
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"""Find models with duplicate SHA256 hashes"""
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try:
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# Get duplicate hashes from service
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duplicates = self.service.find_duplicate_hashes()
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# Format the response
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result = []
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cache = await self.service.scanner.get_cached_data()
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for sha256, paths in duplicates.items():
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group = {
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"hash": sha256,
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"models": []
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}
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# Find matching models for each path
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for path in paths:
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model = next((m for m in cache.raw_data if m['file_path'] == path), None)
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if model:
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group["models"].append(await self.service.format_response(model))
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# Add the primary model too
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primary_path = self.service.get_path_by_hash(sha256)
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if primary_path and primary_path not in paths:
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primary_model = next((m for m in cache.raw_data if m['file_path'] == primary_path), None)
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if primary_model:
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group["models"].insert(0, await self.service.format_response(primary_model))
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if len(group["models"]) > 1: # Only include if we found multiple models
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result.append(group)
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return web.json_response({
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"success": True,
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"duplicates": result,
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"count": len(result)
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})
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except Exception as e:
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logger.error(f"Error finding duplicate {self.model_type}s: {e}", exc_info=True)
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return web.json_response({
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"success": False,
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"error": str(e)
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}, status=500)
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async def find_filename_conflicts(self, request: web.Request) -> web.Response:
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"""Find models with conflicting filenames"""
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try:
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# Get duplicate filenames from service
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duplicates = self.service.find_duplicate_filenames()
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# Format the response
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result = []
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cache = await self.service.scanner.get_cached_data()
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for filename, paths in duplicates.items():
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group = {
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"filename": filename,
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"models": []
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}
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# Find matching models for each path
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for path in paths:
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model = next((m for m in cache.raw_data if m['file_path'] == path), None)
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if model:
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group["models"].append(await self.service.format_response(model))
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# Find the model from the main index too
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hash_val = self.service.scanner._hash_index.get_hash_by_filename(filename)
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if hash_val:
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main_path = self.service.get_path_by_hash(hash_val)
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if main_path and main_path not in paths:
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main_model = next((m for m in cache.raw_data if m['file_path'] == main_path), None)
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if main_model:
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group["models"].insert(0, await self.service.format_response(main_model))
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if group["models"]:
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result.append(group)
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return web.json_response({
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"success": True,
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"conflicts": result,
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"count": len(result)
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})
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except Exception as e:
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logger.error(f"Error finding filename conflicts for {self.model_type}s: {e}", exc_info=True)
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return web.json_response({
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"success": False,
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"error": str(e)
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}, status=500)
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# Download management methods
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async def download_model(self, request: web.Request) -> web.Response:
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"""Handle model download request"""
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return await ModelRouteUtils.handle_download_model(request)
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async def download_model_get(self, request: web.Request) -> web.Response:
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"""Handle model download request via GET method"""
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try:
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# Extract query parameters
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model_id = request.query.get('model_id')
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if not model_id:
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return web.Response(
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status=400,
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text="Missing required parameter: Please provide 'model_id'"
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)
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# Get optional parameters
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model_version_id = request.query.get('model_version_id')
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download_id = request.query.get('download_id')
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use_default_paths = request.query.get('use_default_paths', 'false').lower() == 'true'
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# Create a data dictionary that mimics what would be received from a POST request
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data = {
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'model_id': model_id
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}
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# Add optional parameters only if they are provided
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if model_version_id:
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data['model_version_id'] = model_version_id
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if download_id:
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data['download_id'] = download_id
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data['use_default_paths'] = use_default_paths
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|
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# Create a mock request object with the data
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future = asyncio.get_event_loop().create_future()
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future.set_result(data)
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mock_request = type('MockRequest', (), {
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'json': lambda self=None: future
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})()
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# Call the existing download handler
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return await ModelRouteUtils.handle_download_model(mock_request)
|
|
|
|
except Exception as e:
|
|
error_message = str(e)
|
|
logger.error(f"Error downloading model via GET: {error_message}", exc_info=True)
|
|
return web.Response(status=500, text=error_message)
|
|
|
|
async def cancel_download_get(self, request: web.Request) -> web.Response:
|
|
"""Handle GET request for cancelling a download by download_id"""
|
|
try:
|
|
download_id = request.query.get('download_id')
|
|
if not download_id:
|
|
return web.json_response({
|
|
'success': False,
|
|
'error': 'Download ID is required'
|
|
}, status=400)
|
|
|
|
# Create a mock request with match_info for compatibility
|
|
mock_request = type('MockRequest', (), {
|
|
'match_info': {'download_id': download_id}
|
|
})()
|
|
return await ModelRouteUtils.handle_cancel_download(mock_request)
|
|
except Exception as e:
|
|
logger.error(f"Error cancelling download via GET: {e}", exc_info=True)
|
|
return web.json_response({
|
|
'success': False,
|
|
'error': str(e)
|
|
}, status=500)
|
|
|
|
async def get_download_progress(self, request: web.Request) -> web.Response:
|
|
"""Handle request for download progress by download_id"""
|
|
try:
|
|
# Get download_id from URL path
|
|
download_id = request.match_info.get('download_id')
|
|
if not download_id:
|
|
return web.json_response({
|
|
'success': False,
|
|
'error': 'Download ID is required'
|
|
}, status=400)
|
|
|
|
progress_data = ws_manager.get_download_progress(download_id)
|
|
|
|
if progress_data is None:
|
|
return web.json_response({
|
|
'success': False,
|
|
'error': 'Download ID not found'
|
|
}, status=404)
|
|
|
|
return web.json_response({
|
|
'success': True,
|
|
'progress': progress_data.get('progress', 0)
|
|
})
|
|
except Exception as e:
|
|
logger.error(f"Error getting download progress: {e}", exc_info=True)
|
|
return web.json_response({
|
|
'success': False,
|
|
'error': str(e)
|
|
}, status=500)
|
|
|
|
async def fetch_all_civitai(self, request: web.Request) -> web.Response:
|
|
"""Fetch CivitAI metadata for all models in the background"""
|
|
try:
|
|
cache = await self.service.scanner.get_cached_data()
|
|
total = len(cache.raw_data)
|
|
processed = 0
|
|
success = 0
|
|
needs_resort = False
|
|
|
|
# Prepare models to process
|
|
to_process = [
|
|
model for model in cache.raw_data
|
|
if model.get('sha256') and (not model.get('civitai') or 'id' not in model.get('civitai')) and model.get('from_civitai', True)
|
|
]
|
|
total_to_process = len(to_process)
|
|
|
|
# Send initial progress
|
|
await ws_manager.broadcast({
|
|
'status': 'started',
|
|
'total': total_to_process,
|
|
'processed': 0,
|
|
'success': 0
|
|
})
|
|
|
|
# Process each model
|
|
for model in to_process:
|
|
try:
|
|
original_name = model.get('model_name')
|
|
if await ModelRouteUtils.fetch_and_update_model(
|
|
sha256=model['sha256'],
|
|
file_path=model['file_path'],
|
|
model_data=model,
|
|
update_cache_func=self.service.scanner.update_single_model_cache
|
|
):
|
|
success += 1
|
|
if original_name != model.get('model_name'):
|
|
needs_resort = True
|
|
|
|
processed += 1
|
|
|
|
# Send progress update
|
|
await ws_manager.broadcast({
|
|
'status': 'processing',
|
|
'total': total_to_process,
|
|
'processed': processed,
|
|
'success': success,
|
|
'current_name': model.get('model_name', 'Unknown')
|
|
})
|
|
|
|
except Exception as e:
|
|
logger.error(f"Error fetching CivitAI data for {model['file_path']}: {e}")
|
|
|
|
if needs_resort:
|
|
await cache.resort()
|
|
|
|
# Send completion message
|
|
await ws_manager.broadcast({
|
|
'status': 'completed',
|
|
'total': total_to_process,
|
|
'processed': processed,
|
|
'success': success
|
|
})
|
|
|
|
return web.json_response({
|
|
"success": True,
|
|
"message": f"Successfully updated {success} of {processed} processed {self.model_type}s (total: {total})"
|
|
})
|
|
|
|
except Exception as e:
|
|
# Send error message
|
|
await ws_manager.broadcast({
|
|
'status': 'error',
|
|
'error': str(e)
|
|
})
|
|
logger.error(f"Error in fetch_all_civitai for {self.model_type}s: {e}")
|
|
return web.Response(text=str(e), status=500)
|
|
|
|
async def get_civitai_versions(self, request: web.Request) -> web.Response:
|
|
"""Get available versions for a Civitai model with local availability info"""
|
|
# This will be implemented by subclasses as they need CivitAI client access
|
|
return web.json_response({
|
|
"error": "Not implemented in base class"
|
|
}, status=501) |