# Copyright (c) 2022 Kyle Schouviller (https://github.com/kyle0654) from logging import Logger import os from invokeai.app.services.image_record_storage import SqliteImageRecordStorage from invokeai.app.services.images import ImageService from invokeai.app.services.urls import LocalUrlService from invokeai.backend.util.logging import InvokeAILogger from ..services.default_graphs import create_system_graphs from ..services.latent_storage import DiskLatentsStorage, ForwardCacheLatentsStorage from ..services.model_manager_initializer import get_model_manager from ..services.restoration_services import RestorationServices from ..services.graph import GraphExecutionState, LibraryGraph from ..services.image_file_storage import DiskImageFileStorage from ..services.invocation_queue import MemoryInvocationQueue from ..services.invocation_services import InvocationServices from ..services.invoker import Invoker from ..services.processor import DefaultInvocationProcessor from ..services.sqlite import SqliteItemStorage from ..services.metadata import PngMetadataService from .events import FastAPIEventService # TODO: is there a better way to achieve this? def check_internet() -> bool: """ Return true if the internet is reachable. It does this by pinging huggingface.co. """ import urllib.request host = "http://huggingface.co" try: urllib.request.urlopen(host, timeout=1) return True except: return False logger = InvokeAILogger.getLogger() class ApiDependencies: """Contains and initializes all dependencies for the API""" invoker: Invoker = None def initialize(config, event_handler_id: int, logger: types.ModuleType=logger): logger.info(f"Internet connectivity is {config.internet_available}") events = FastAPIEventService(event_handler_id) output_folder = os.path.abspath( os.path.join(os.path.dirname(__file__), "../../../../outputs") ) latents = ForwardCacheLatentsStorage( DiskLatentsStorage(f"{output_folder}/latents") ) metadata = PngMetadataService() urls = LocalUrlService() image_file_storage = DiskImageFileStorage(f"{output_folder}/images") # TODO: build a file/path manager? db_location = os.path.join(output_folder, "invokeai.db") graph_execution_manager = SqliteItemStorage[GraphExecutionState]( filename=db_location, table_name="graph_executions" ) image_record_storage = SqliteImageRecordStorage(db_location) images_new = ImageService( image_record_storage=image_record_storage, image_file_storage=image_file_storage, metadata=metadata, url=urls, logger=logger, ) services = InvocationServices( model_manager=get_model_manager(config, logger), events=events, latents=latents, images=image_file_storage, images_new=images_new, queue=MemoryInvocationQueue(), graph_library=SqliteItemStorage[LibraryGraph]( filename=db_location, table_name="graphs" ), graph_execution_manager=graph_execution_manager, processor=DefaultInvocationProcessor(), restoration=RestorationServices(config,logger), configuration=config, logger=logger, ) create_system_graphs(services.graph_library) ApiDependencies.invoker = Invoker(services) @staticmethod def shutdown(): if ApiDependencies.invoker: ApiDependencies.invoker.stop()