mirror of
https://github.com/invoke-ai/InvokeAI
synced 2024-08-30 20:32:17 +00:00
423 lines
14 KiB
Python
423 lines
14 KiB
Python
import json
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from abc import ABC, abstractmethod
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from logging import Logger
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from typing import TYPE_CHECKING, Optional
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from PIL.Image import Image as PILImageType
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from invokeai.app.invocations.metadata import ImageMetadata
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from invokeai.app.models.image import (
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ImageCategory,
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InvalidImageCategoryException,
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InvalidOriginException,
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ResourceOrigin,
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)
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from invokeai.app.services.board_image_record_storage import BoardImageRecordStorageBase
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from invokeai.app.services.image_file_storage import (
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ImageFileDeleteException,
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ImageFileNotFoundException,
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ImageFileSaveException,
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ImageFileStorageBase,
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)
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from invokeai.app.services.image_record_storage import (
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ImageRecordDeleteException,
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ImageRecordNotFoundException,
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ImageRecordSaveException,
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ImageRecordStorageBase,
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OffsetPaginatedResults,
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)
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from invokeai.app.services.item_storage import ItemStorageABC
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from invokeai.app.services.models.image_record import (
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ImageDTO,
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ImageRecord,
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ImageRecordChanges,
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image_record_to_dto,
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)
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from invokeai.app.services.resource_name import NameServiceBase
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from invokeai.app.services.urls import UrlServiceBase
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from invokeai.app.util.metadata import get_metadata_graph_from_raw_session
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if TYPE_CHECKING:
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from invokeai.app.services.graph import GraphExecutionState
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class ImageServiceABC(ABC):
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"""High-level service for image management."""
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@abstractmethod
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def create(
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self,
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image: PILImageType,
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image_origin: ResourceOrigin,
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image_category: ImageCategory,
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node_id: Optional[str] = None,
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session_id: Optional[str] = None,
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board_id: Optional[str] = None,
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is_intermediate: bool = False,
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metadata: Optional[dict] = None,
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) -> ImageDTO:
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"""Creates an image, storing the file and its metadata."""
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pass
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@abstractmethod
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def update(
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self,
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image_name: str,
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changes: ImageRecordChanges,
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) -> ImageDTO:
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"""Updates an image."""
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pass
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@abstractmethod
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def get_pil_image(self, image_name: str) -> PILImageType:
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"""Gets an image as a PIL image."""
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pass
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@abstractmethod
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def get_record(self, image_name: str) -> ImageRecord:
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"""Gets an image record."""
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pass
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@abstractmethod
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def get_dto(self, image_name: str) -> ImageDTO:
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"""Gets an image DTO."""
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pass
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@abstractmethod
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def get_metadata(self, image_name: str) -> ImageMetadata:
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"""Gets an image's metadata."""
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pass
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@abstractmethod
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def get_path(self, image_name: str, thumbnail: bool = False) -> str:
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"""Gets an image's path."""
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pass
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@abstractmethod
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def validate_path(self, path: str) -> bool:
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"""Validates an image's path."""
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pass
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@abstractmethod
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def get_url(self, image_name: str, thumbnail: bool = False) -> str:
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"""Gets an image's or thumbnail's URL."""
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pass
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@abstractmethod
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def get_many(
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self,
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offset: int = 0,
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limit: int = 10,
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image_origin: Optional[ResourceOrigin] = None,
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categories: Optional[list[ImageCategory]] = None,
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is_intermediate: Optional[bool] = None,
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board_id: Optional[str] = None,
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) -> OffsetPaginatedResults[ImageDTO]:
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"""Gets a paginated list of image DTOs."""
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pass
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@abstractmethod
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def delete(self, image_name: str):
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"""Deletes an image."""
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pass
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@abstractmethod
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def delete_intermediates(self) -> int:
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"""Deletes all intermediate images."""
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pass
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@abstractmethod
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def delete_images_on_board(self, board_id: str):
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"""Deletes all images on a board."""
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pass
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class ImageServiceDependencies:
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"""Service dependencies for the ImageService."""
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image_records: ImageRecordStorageBase
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image_files: ImageFileStorageBase
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board_image_records: BoardImageRecordStorageBase
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urls: UrlServiceBase
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logger: Logger
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names: NameServiceBase
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graph_execution_manager: ItemStorageABC["GraphExecutionState"]
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def __init__(
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self,
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image_record_storage: ImageRecordStorageBase,
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image_file_storage: ImageFileStorageBase,
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board_image_record_storage: BoardImageRecordStorageBase,
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url: UrlServiceBase,
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logger: Logger,
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names: NameServiceBase,
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graph_execution_manager: ItemStorageABC["GraphExecutionState"],
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):
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self.image_records = image_record_storage
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self.image_files = image_file_storage
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self.board_image_records = board_image_record_storage
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self.urls = url
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self.logger = logger
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self.names = names
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self.graph_execution_manager = graph_execution_manager
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class ImageService(ImageServiceABC):
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_services: ImageServiceDependencies
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def __init__(self, services: ImageServiceDependencies):
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self._services = services
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def create(
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self,
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image: PILImageType,
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image_origin: ResourceOrigin,
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image_category: ImageCategory,
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node_id: Optional[str] = None,
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session_id: Optional[str] = None,
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board_id: Optional[str] = None,
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is_intermediate: bool = False,
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metadata: Optional[dict] = None,
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) -> ImageDTO:
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if image_origin not in ResourceOrigin:
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raise InvalidOriginException
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if image_category not in ImageCategory:
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raise InvalidImageCategoryException
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image_name = self._services.names.create_image_name()
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graph = None
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if session_id is not None:
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session_raw = self._services.graph_execution_manager.get_raw(session_id)
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if session_raw is not None:
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try:
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graph = get_metadata_graph_from_raw_session(session_raw)
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except Exception as e:
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self._services.logger.warn(f"Failed to parse session graph: {e}")
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graph = None
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(width, height) = image.size
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try:
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# TODO: Consider using a transaction here to ensure consistency between storage and database
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self._services.image_records.save(
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# Non-nullable fields
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image_name=image_name,
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image_origin=image_origin,
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image_category=image_category,
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width=width,
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height=height,
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# Meta fields
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is_intermediate=is_intermediate,
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# Nullable fields
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node_id=node_id,
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metadata=metadata,
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session_id=session_id,
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)
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if board_id is not None:
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self._services.board_image_records.add_image_to_board(board_id=board_id, image_name=image_name)
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self._services.image_files.save(image_name=image_name, image=image, metadata=metadata, graph=graph)
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image_dto = self.get_dto(image_name)
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return image_dto
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except ImageRecordSaveException:
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self._services.logger.error("Failed to save image record")
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raise
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except ImageFileSaveException:
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self._services.logger.error("Failed to save image file")
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raise
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except Exception as e:
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self._services.logger.error(f"Problem saving image record and file: {str(e)}")
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raise e
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def update(
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self,
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image_name: str,
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changes: ImageRecordChanges,
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) -> ImageDTO:
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try:
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self._services.image_records.update(image_name, changes)
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return self.get_dto(image_name)
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except ImageRecordSaveException:
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self._services.logger.error("Failed to update image record")
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raise
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except Exception as e:
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self._services.logger.error("Problem updating image record")
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raise e
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def get_pil_image(self, image_name: str) -> PILImageType:
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try:
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return self._services.image_files.get(image_name)
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except ImageFileNotFoundException:
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self._services.logger.error("Failed to get image file")
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raise
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except Exception as e:
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self._services.logger.error("Problem getting image file")
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raise e
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def get_record(self, image_name: str) -> ImageRecord:
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try:
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return self._services.image_records.get(image_name)
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except ImageRecordNotFoundException:
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self._services.logger.error("Image record not found")
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raise
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except Exception as e:
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self._services.logger.error("Problem getting image record")
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raise e
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def get_dto(self, image_name: str) -> ImageDTO:
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try:
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image_record = self._services.image_records.get(image_name)
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image_dto = image_record_to_dto(
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image_record,
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self._services.urls.get_image_url(image_name),
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self._services.urls.get_image_url(image_name, True),
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self._services.board_image_records.get_board_for_image(image_name),
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)
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return image_dto
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except ImageRecordNotFoundException:
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self._services.logger.error("Image record not found")
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raise
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except Exception as e:
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self._services.logger.error("Problem getting image DTO")
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raise e
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def get_metadata(self, image_name: str) -> Optional[ImageMetadata]:
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try:
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image_record = self._services.image_records.get(image_name)
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metadata = self._services.image_records.get_metadata(image_name)
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if not image_record.session_id:
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return ImageMetadata(metadata=metadata)
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session_raw = self._services.graph_execution_manager.get_raw(image_record.session_id)
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graph = None
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if session_raw:
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try:
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graph = get_metadata_graph_from_raw_session(session_raw)
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except Exception as e:
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self._services.logger.warn(f"Failed to parse session graph: {e}")
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graph = None
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return ImageMetadata(graph=graph, metadata=metadata)
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except ImageRecordNotFoundException:
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self._services.logger.error("Image record not found")
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raise
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except Exception as e:
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self._services.logger.error("Problem getting image DTO")
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raise e
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def get_path(self, image_name: str, thumbnail: bool = False) -> str:
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try:
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return self._services.image_files.get_path(image_name, thumbnail)
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except Exception as e:
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self._services.logger.error("Problem getting image path")
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raise e
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def validate_path(self, path: str) -> bool:
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try:
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return self._services.image_files.validate_path(path)
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except Exception as e:
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self._services.logger.error("Problem validating image path")
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raise e
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def get_url(self, image_name: str, thumbnail: bool = False) -> str:
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try:
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return self._services.urls.get_image_url(image_name, thumbnail)
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except Exception as e:
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self._services.logger.error("Problem getting image path")
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raise e
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def get_many(
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self,
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offset: int = 0,
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limit: int = 10,
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image_origin: Optional[ResourceOrigin] = None,
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categories: Optional[list[ImageCategory]] = None,
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is_intermediate: Optional[bool] = None,
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board_id: Optional[str] = None,
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) -> OffsetPaginatedResults[ImageDTO]:
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try:
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results = self._services.image_records.get_many(
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offset,
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limit,
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image_origin,
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categories,
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is_intermediate,
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board_id,
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)
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image_dtos = list(
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map(
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lambda r: image_record_to_dto(
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r,
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self._services.urls.get_image_url(r.image_name),
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self._services.urls.get_image_url(r.image_name, True),
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self._services.board_image_records.get_board_for_image(r.image_name),
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),
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results.items,
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)
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)
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return OffsetPaginatedResults[ImageDTO](
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items=image_dtos,
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offset=results.offset,
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limit=results.limit,
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total=results.total,
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)
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except Exception as e:
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self._services.logger.error("Problem getting paginated image DTOs")
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raise e
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def delete(self, image_name: str):
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try:
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self._services.image_files.delete(image_name)
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self._services.image_records.delete(image_name)
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except ImageRecordDeleteException:
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self._services.logger.error(f"Failed to delete image record")
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raise
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except ImageFileDeleteException:
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self._services.logger.error(f"Failed to delete image file")
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raise
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except Exception as e:
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self._services.logger.error("Problem deleting image record and file")
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raise e
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def delete_images_on_board(self, board_id: str):
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try:
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image_names = self._services.board_image_records.get_all_board_image_names_for_board(board_id)
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for image_name in image_names:
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self._services.image_files.delete(image_name)
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self._services.image_records.delete_many(image_names)
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except ImageRecordDeleteException:
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self._services.logger.error(f"Failed to delete image records")
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raise
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except ImageFileDeleteException:
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self._services.logger.error(f"Failed to delete image files")
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raise
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except Exception as e:
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self._services.logger.error("Problem deleting image records and files")
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raise e
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def delete_intermediates(self) -> int:
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try:
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image_names = self._services.image_records.delete_intermediates()
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count = len(image_names)
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for image_name in image_names:
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self._services.image_files.delete(image_name)
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return count
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except ImageRecordDeleteException:
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self._services.logger.error(f"Failed to delete image records")
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raise
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except ImageFileDeleteException:
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self._services.logger.error(f"Failed to delete image files")
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raise
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except Exception as e:
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self._services.logger.error("Problem deleting image records and files")
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raise e
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