# Copyright (c) 2022 Kyle Schouviller (https://github.com/kyle0654) import sqlite3 from logging import Logger from invokeai.app.services.board_image_record_storage import SqliteBoardImageRecordStorage from invokeai.app.services.board_images import BoardImagesService, BoardImagesServiceDependencies from invokeai.app.services.board_record_storage import SqliteBoardRecordStorage from invokeai.app.services.boards import BoardService, BoardServiceDependencies from invokeai.app.services.config import InvokeAIAppConfig from invokeai.app.services.image_record_storage import SqliteImageRecordStorage from invokeai.app.services.images import ImageService, ImageServiceDependencies from invokeai.app.services.invocation_cache.invocation_cache_memory import MemoryInvocationCache from invokeai.app.services.resource_name import SimpleNameService from invokeai.app.services.session_processor.session_processor_default import DefaultSessionProcessor from invokeai.app.services.session_queue.session_queue_sqlite import SqliteSessionQueue from invokeai.app.services.urls import LocalUrlService from invokeai.backend.util.logging import InvokeAILogger from invokeai.version.invokeai_version import __version__ from ..services.default_graphs import create_system_graphs 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.invocation_stats import InvocationStatsService from ..services.invoker import Invoker from ..services.latent_storage import DiskLatentsStorage, ForwardCacheLatentsStorage from ..services.model_manager_service import ModelManagerService from ..services.processor import DefaultInvocationProcessor from ..services.sqlite import SqliteItemStorage from ..services.thread import lock 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 Exception: return False logger = InvokeAILogger.get_logger() class ApiDependencies: """Contains and initializes all dependencies for the API""" invoker: Invoker @staticmethod def initialize(config: InvokeAIAppConfig, event_handler_id: int, logger: Logger = logger): logger.info(f"InvokeAI version {__version__}") logger.info(f"Root directory = {str(config.root_path)}") logger.debug(f"Internet connectivity is {config.internet_available}") events = FastAPIEventService(event_handler_id) output_folder = config.output_path # TODO: build a file/path manager? if config.use_memory_db: db_location = ":memory:" else: db_path = config.db_path db_path.parent.mkdir(parents=True, exist_ok=True) db_location = str(db_path) logger.info(f"Using database at {db_location}") db_conn = sqlite3.connect(db_location, check_same_thread=False) # TODO: figure out a better threading solution if config.log_sql: db_conn.set_trace_callback(print) db_conn.execute("PRAGMA foreign_keys = ON;") graph_execution_manager = SqliteItemStorage[GraphExecutionState]( conn=db_conn, table_name="graph_executions", lock=lock ) urls = LocalUrlService() image_record_storage = SqliteImageRecordStorage(conn=db_conn, lock=lock) image_file_storage = DiskImageFileStorage(f"{output_folder}/images") names = SimpleNameService() latents = ForwardCacheLatentsStorage(DiskLatentsStorage(f"{output_folder}/latents")) board_record_storage = SqliteBoardRecordStorage(conn=db_conn, lock=lock) board_image_record_storage = SqliteBoardImageRecordStorage(conn=db_conn, lock=lock) boards = BoardService( services=BoardServiceDependencies( board_image_record_storage=board_image_record_storage, board_record_storage=board_record_storage, image_record_storage=image_record_storage, url=urls, logger=logger, ) ) board_images = BoardImagesService( services=BoardImagesServiceDependencies( board_image_record_storage=board_image_record_storage, board_record_storage=board_record_storage, image_record_storage=image_record_storage, url=urls, logger=logger, ) ) images = ImageService( services=ImageServiceDependencies( board_image_record_storage=board_image_record_storage, image_record_storage=image_record_storage, image_file_storage=image_file_storage, url=urls, logger=logger, names=names, graph_execution_manager=graph_execution_manager, ) ) services = InvocationServices( model_manager=ModelManagerService(config, logger), events=events, latents=latents, images=images, boards=boards, board_images=board_images, queue=MemoryInvocationQueue(), graph_library=SqliteItemStorage[LibraryGraph](conn=db_conn, lock=lock, table_name="graphs"), graph_execution_manager=graph_execution_manager, processor=DefaultInvocationProcessor(), configuration=config, performance_statistics=InvocationStatsService(graph_execution_manager), logger=logger, session_queue=SqliteSessionQueue(conn=db_conn, lock=lock), session_processor=DefaultSessionProcessor(), invocation_cache=MemoryInvocationCache(max_cache_size=config.node_cache_size), ) create_system_graphs(services.graph_library) ApiDependencies.invoker = Invoker(services) try: lock.acquire() db_conn.execute("VACUUM;") db_conn.commit() logger.info("Cleaned database") finally: lock.release() @staticmethod def shutdown(): if ApiDependencies.invoker: ApiDependencies.invoker.stop()