repo stringclasses 454
values | file_path stringlengths 5 201 | extension stringclasses 1
value | content stringlengths 8 509k | num_lines int64 3 16.9k | size_bytes int64 8 511k |
|---|---|---|---|---|---|
InvokeAI | invokeai/app/services/image_records/image_records_sqlite.py | .py | import sqlite3
from datetime import datetime
from typing import Optional, Union, cast
from invokeai.app.invocations.fields import MetadataField, MetadataFieldValidator
from invokeai.app.services.image_records.image_records_base import ImageRecordStorageBase
from invokeai.app.services.image_records.image_records_common... | 672 | 25,223 |
InvokeAI | invokeai/app/services/image_records/image_records_base.py | .py | from abc import ABC, abstractmethod
from datetime import datetime
from typing import Optional
from invokeai.app.invocations.fields import MetadataField
from invokeai.app.services.image_records.image_records_common import (
ImageCategory,
ImageNamesResult,
ImageRecord,
ImageRecordChanges,
ResourceOr... | 150 | 5,022 |
InvokeAI | invokeai/app/services/client_state_persistence/client_state_persistence_sqlite.py | .py | from invokeai.app.services.client_state_persistence.client_state_persistence_base import ClientStatePersistenceABC
from invokeai.app.services.invoker import Invoker
from invokeai.app.services.shared.sqlite.sqlite_database import SqliteDatabase
class ClientStatePersistenceSqlite(ClientStatePersistenceABC):
"""
... | 81 | 2,856 |
InvokeAI | invokeai/app/services/client_state_persistence/client_state_persistence_base.py | .py | from abc import ABC, abstractmethod
class ClientStatePersistenceABC(ABC):
"""
Base class for client persistence implementations.
This class defines the interface for persisting client data per user.
"""
@abstractmethod
def set_by_key(self, user_id: str, key: str, value: str) -> str:
"... | 73 | 1,935 |
InvokeAI | invokeai/app/services/videos/videos_default.py | .py | from pathlib import Path
from typing import Optional
from PIL import Image
from invokeai.app.invocations.fields import MetadataField
from invokeai.app.services.image_records.image_records_common import (
ImageCategory,
InvalidImageCategoryException,
InvalidOriginException,
ResourceOrigin,
)
from invok... | 407 | 18,579 |
InvokeAI | invokeai/app/services/videos/videos_common.py | .py | from typing import Optional
from pydantic import BaseModel, Field
from invokeai.app.services.video_records.video_records_common import VideoRecord
from invokeai.app.util.model_exclude_null import BaseModelExcludeNull
class VideoUrlsDTO(BaseModelExcludeNull):
"""The URLs for a video and its thumbnail."""
vi... | 65 | 2,393 |
InvokeAI | invokeai/app/services/videos/videos_base.py | .py | from abc import ABC, abstractmethod
from pathlib import Path
from typing import Callable, Optional
from PIL import Image
from invokeai.app.invocations.fields import MetadataField
from invokeai.app.services.image_records.image_records_common import ImageCategory, ResourceOrigin
from invokeai.app.services.shared.pagina... | 167 | 5,876 |
InvokeAI | invokeai/app/services/images/images_default.py | .py | from typing import Optional
from PIL.Image import Image as PILImageType
from invokeai.app.invocations.fields import MetadataField
from invokeai.app.services.image_files.image_files_common import (
ImageFileDeleteException,
ImageFileNotFoundException,
ImageFileSaveException,
)
from invokeai.app.services.im... | 415 | 17,772 |
InvokeAI | invokeai/app/services/images/images_base.py | .py | from abc import ABC, abstractmethod
from typing import Callable, Optional
from PIL.Image import Image as PILImageType
from invokeai.app.invocations.fields import MetadataField
from invokeai.app.services.image_records.image_records_common import (
ImageCategory,
ImageNamesResult,
ImageRecord,
ImageReco... | 179 | 5,980 |
InvokeAI | invokeai/app/services/images/images_common.py | .py | from typing import Optional
from pydantic import BaseModel, Field
from invokeai.app.services.image_records.image_records_common import ImageRecord
from invokeai.app.util.model_exclude_null import BaseModelExcludeNull
class ImageUrlsDTO(BaseModelExcludeNull):
"""The URLs for an image and its thumbnail."""
i... | 70 | 2,396 |
InvokeAI | invokeai/app/services/orphaned_models/__init__.py | .py | """Service for finding and removing orphaned model files."""
from invokeai.app.services.orphaned_models.orphaned_models_service import OrphanedModelInfo, OrphanedModelsService
__all__ = ["OrphanedModelsService", "OrphanedModelInfo"]
| 6 | 235 |
InvokeAI | invokeai/app/services/orphaned_models/orphaned_models_service.py | .py | """Service for finding and removing orphaned model files.
Orphaned models are files in the models directory that are not referenced
in the database models table.
"""
import json
import shutil
from pathlib import Path
from typing import Set
from pydantic import BaseModel, Field
from invokeai.app.services.config.conf... | 210 | 7,540 |
InvokeAI | invokeai/app/services/board_image_records/board_image_records_base.py | .py | from abc import ABC, abstractmethod
from typing import Optional
from invokeai.app.services.image_records.image_records_common import ImageCategory
class BoardImageRecordStorageBase(ABC):
"""Abstract base class for the one-to-many board-image relationship record storage."""
@abstractmethod
def add_image_... | 65 | 1,662 |
InvokeAI | invokeai/app/services/board_image_records/board_image_records_sqlite.py | .py | import sqlite3
from typing import Optional, cast
from invokeai.app.services.board_image_records.board_image_records_base import BoardImageRecordStorageBase
from invokeai.app.services.image_records.image_records_common import (
ASSETS_CATEGORIES,
IMAGE_CATEGORIES,
ImageCategory,
ImageRecord,
deseria... | 203 | 7,450 |
InvokeAI | invokeai/app/services/workflow_thumbnails/workflow_thumbnails_base.py | .py | from abc import ABC, abstractmethod
from pathlib import Path
from PIL import Image
class WorkflowThumbnailServiceBase(ABC):
"""Base class for workflow thumbnail services"""
@abstractmethod
def get_path(self, workflow_id: str, with_hash: bool = True) -> Path:
"""Gets the path to a workflow thumbn... | 29 | 770 |
InvokeAI | invokeai/app/services/workflow_thumbnails/workflow_thumbnails_common.py | .py | class WorkflowThumbnailFileNotFoundException(Exception):
"""Raised when a workflow thumbnail file is not found"""
def __init__(self, message: str = "Workflow thumbnail file not found"):
self.message = message
super().__init__(self.message)
class WorkflowThumbnailFileSaveException(Exception):
... | 23 | 815 |
InvokeAI | invokeai/app/services/workflow_thumbnails/workflow_thumbnails_disk.py | .py | from pathlib import Path
from PIL import Image
from PIL.Image import Image as PILImageType
from invokeai.app.services.invoker import Invoker
from invokeai.app.services.workflow_records.workflow_records_common import WorkflowCategory
from invokeai.app.services.workflow_thumbnails.workflow_thumbnails_base import Workfl... | 88 | 3,360 |
InvokeAI | invokeai/app/services/model_images/model_images_common.py | .py | # TODO: Should these exceptions subclass existing python exceptions?
class ModelImageFileNotFoundException(Exception):
"""Raised when an image file is not found in storage."""
def __init__(self, message="Model image file not found"):
super().__init__(message)
class ModelImageFileSaveException(Excepti... | 21 | 669 |
InvokeAI | invokeai/app/services/model_images/model_images_base.py | .py | from abc import ABC, abstractmethod
from pathlib import Path
from PIL.Image import Image as PILImageType
class ModelImageFileStorageBase(ABC):
"""Low-level service responsible for storing and retrieving image files."""
@abstractmethod
def get(self, model_key: str) -> PILImageType:
"""Retrieves a... | 34 | 889 |
InvokeAI | invokeai/app/services/model_images/model_images_default.py | .py | from pathlib import Path
from PIL import Image
from PIL.Image import Image as PILImageType
from invokeai.app.services.invoker import Invoker
from invokeai.app.services.model_images.model_images_base import ModelImageFileStorageBase
from invokeai.app.services.model_images.model_images_common import (
ModelImageFil... | 84 | 2,739 |
InvokeAI | invokeai/app/services/boards/boards_common.py | .py | from typing import Optional
from pydantic import Field
from invokeai.app.services.board_records.board_records_common import BoardRecord
class BoardDTO(BoardRecord):
"""Deserialized board record with cover image URL and image count."""
cover_image_name: Optional[str] = Field(description="The name of the boa... | 46 | 1,887 |
InvokeAI | invokeai/app/services/boards/boards_default.py | .py | from typing import Optional
from invokeai.app.services.board_records.board_records_common import BoardChanges, BoardRecord, BoardRecordOrderBy
from invokeai.app.services.boards.boards_base import BoardServiceABC
from invokeai.app.services.boards.boards_common import BoardDTO, board_record_to_dto
from invokeai.app.serv... | 156 | 6,501 |
InvokeAI | invokeai/app/services/boards/boards_base.py | .py | from abc import ABC, abstractmethod
from invokeai.app.services.board_records.board_records_common import BoardChanges, BoardRecordOrderBy
from invokeai.app.services.boards.boards_common import BoardDTO
from invokeai.app.services.shared.pagination import OffsetPaginatedResults
from invokeai.app.services.shared.sqlite.s... | 71 | 1,832 |
InvokeAI | invokeai/app/services/events/events_base.py | .py | # Copyright (c) 2022 Kyle Schouviller (https://github.com/kyle0654)
from typing import TYPE_CHECKING, Literal, Optional
from invokeai.app.services.events.events_common import (
BatchEnqueuedEvent,
BulkDownloadCompleteEvent,
BulkDownloadErrorEvent,
BulkDownloadStartedEvent,
DownloadCancelledEvent,... | 319 | 12,210 |
InvokeAI | invokeai/app/services/events/events_fastapievents.py | .py | import asyncio
import threading
from fastapi_events.dispatcher import dispatch
from invokeai.app.services.events.events_base import EventServiceBase
from invokeai.app.services.events.events_common import EventBase
class FastAPIEventService(EventServiceBase):
def __init__(self, event_handler_id: int, loop: async... | 55 | 2,299 |
InvokeAI | invokeai/app/services/events/events_common.py | .py | from typing import TYPE_CHECKING, Any, ClassVar, Coroutine, Generic, Literal, Optional, Protocol, TypeAlias, TypeVar
from fastapi_events.handlers.local import local_handler
from fastapi_events.registry.payload_schema import registry as payload_schema
from pydantic import BaseModel, ConfigDict, Field
from invokeai.app... | 876 | 32,963 |
InvokeAI | invokeai/app/services/users/users_base.py | .py | """Abstract base class for user service."""
from abc import ABC, abstractmethod
from collections.abc import Sequence
from invokeai.app.services.users.users_common import UserCreateRequest, UserDTO, UserUpdateRequest
class UserServiceBase(ABC):
"""High-level service for user management."""
@abstractmethod
... | 164 | 4,307 |
InvokeAI | invokeai/app/services/users/users_common.py | .py | """Common types and data models for user service."""
from datetime import datetime
from pydantic import BaseModel, Field, field_validator
from pydantic_core import PydanticCustomError
def validate_email_with_special_domains(email: str) -> str:
"""Validate email address, allowing special-use domains like .local ... | 115 | 4,416 |
InvokeAI | invokeai/app/services/users/users_default.py | .py | """Default SQLite implementation of user service."""
import sqlite3
from collections.abc import Sequence
from datetime import datetime, timezone
from uuid import uuid4
from invokeai.app.services.auth.password_utils import hash_password, validate_password_strength, verify_password
from invokeai.app.services.shared.sql... | 319 | 11,771 |
InvokeAI | invokeai/app/services/shared/workflow_graph_builder.py | .py | from collections.abc import Mapping, MutableMapping, Sequence
from typing import Any
from invokeai.app.invocations.baseinvocation import Classification, InvocationRegistry
from invokeai.app.invocations.call_saved_workflow import (
CALL_SAVED_WORKFLOW_DYNAMIC_FIELD_PREFIX,
parse_call_saved_workflow_dynamic_inpu... | 376 | 13,655 |
InvokeAI | invokeai/app/services/shared/workflow_call_compatibility.py | .py | from collections.abc import Mapping
from copy import deepcopy
from typing import Any, get_args, get_origin
from pydantic import BaseModel
from pydantic_core import PydanticUndefined
from invokeai.app.invocations.baseinvocation import InvocationRegistry
from invokeai.app.invocations.call_saved_workflow import parse_ca... | 230 | 8,374 |
InvokeAI | invokeai/app/services/shared/workflow_call_compatibility_common.py | .py | from enum import Enum
from pydantic import BaseModel, Field
class WorkflowCallCompatibilityReason(str, Enum):
Ok = "ok"
MissingWorkflowReturn = "missing_workflow_return"
MultipleWorkflowReturn = "multiple_workflow_return"
UnsupportedNode = "unsupported_node"
UnsupportedBatchInput = "unsupported_b... | 22 | 846 |
InvokeAI | invokeai/app/services/shared/invocation_context.py | .py | from copy import deepcopy
from dataclasses import dataclass
from pathlib import Path
from typing import TYPE_CHECKING, Callable, Optional, Union
from PIL.Image import Image
from pydantic.networks import AnyHttpUrl
from torch import Tensor
from invokeai.app.invocations.constants import IMAGE_MODES
from invokeai.app.in... | 974 | 38,451 |
InvokeAI | invokeai/app/services/shared/pagination.py | .py | from typing import Generic, TypeVar
from pydantic import BaseModel, Field
GenericBaseModel = TypeVar("GenericBaseModel", bound=BaseModel)
# Upper bound for offset-paginated `limit` query params. Values flow verbatim into
# SQL LIMIT clauses, where SQLite treats a negative limit as unlimited and a huge one
# material... | 47 | 1,658 |
InvokeAI | invokeai/app/services/shared/graph.py | .py | # Copyright (c) 2022 Kyle Schouviller (https://github.com/kyle0654)
import copy
import itertools
import weakref
from collections import deque
from dataclasses import dataclass
from functools import wraps
from typing import (
TYPE_CHECKING,
Any,
Callable,
Concatenate,
Deque,
Iterable,
Litera... | 2,878 | 126,613 |
InvokeAI | invokeai/app/services/shared/sqlite/sqlite_database.py | .py | import sqlite3
import threading
from collections.abc import Generator
from contextlib import contextmanager
from logging import Logger
from pathlib import Path
from invokeai.app.services.shared.sqlite.sqlite_common import sqlite_memory
class SqliteDatabase:
"""
Manages a connection to an SQLite database.
... | 94 | 3,751 |
InvokeAI | invokeai/app/services/shared/sqlite/sqlite_util.py | .py | from logging import Logger
from invokeai.app.services.config.config_default import InvokeAIAppConfig
from invokeai.app.services.image_files.image_files_base import ImageFileStorageBase
from invokeai.app.services.shared.sqlite.sqlite_database import SqliteDatabase
from invokeai.app.services.shared.sqlite_migrator.migra... | 33 | 1,372 |
InvokeAI | invokeai/app/services/shared/sqlite/sqlite_common.py | .py | from enum import Enum
from invokeai.app.util.metaenum import MetaEnum
sqlite_memory = ":memory:"
class SQLiteDirection(str, Enum, metaclass=MetaEnum):
Ascending = "ASC"
Descending = "DESC"
| 11 | 201 |
InvokeAI | invokeai/app/services/shared/sqlite_migrator/sqlite_migrator_impl.py | .py | import sqlite3
from contextlib import closing
from datetime import datetime
from pathlib import Path
from typing import Optional
from invokeai.app.services.shared.sqlite.sqlite_database import SqliteDatabase
from invokeai.app.services.shared.sqlite_migrator.sqlite_migrator_common import Migration, MigrationError, Migr... | 303 | 14,435 |
InvokeAI | invokeai/app/services/shared/sqlite_migrator/sqlite_migrator_common.py | .py | import sqlite3
from typing import Optional, Protocol, runtime_checkable
from pydantic import BaseModel, ConfigDict, Field, model_validator
@runtime_checkable
class MigrateCallback(Protocol):
"""
A callback that performs a migration.
Migrate callbacks are provided an open cursor to the database. They sho... | 285 | 12,982 |
InvokeAI | invokeai/app/services/shared/sqlite_migrator/migration_loader.py | .py | import importlib
import inspect
import pkgutil
import re
from collections.abc import Callable
from dataclasses import dataclass
from logging import Logger
from types import ModuleType
from typing import Any
from invokeai.app.services.config.config_default import InvokeAIAppConfig
from invokeai.app.services.image_files... | 137 | 5,949 |
InvokeAI | invokeai/app/services/invocation_cache/invocation_cache_base.py | .py | from abc import ABC, abstractmethod
from typing import Optional, Union
from invokeai.app.invocations.baseinvocation import BaseInvocation, BaseInvocationOutput
from invokeai.app.services.invocation_cache.invocation_cache_common import InvocationCacheStatus
class InvocationCacheBase(ABC):
"""
Base class for i... | 64 | 2,103 |
InvokeAI | invokeai/app/services/invocation_cache/invocation_cache_common.py | .py | from pydantic import BaseModel, Field
class InvocationCacheStatus(BaseModel):
size: int = Field(description="The current size of the invocation cache")
hits: int = Field(description="The number of cache hits")
misses: int = Field(description="The number of cache misses")
enabled: bool = Field(descript... | 10 | 449 |
InvokeAI | invokeai/app/services/invocation_cache/invocation_cache_memory.py | .py | from collections import OrderedDict
from dataclasses import dataclass, field
from threading import Lock
from typing import Optional, Union
from invokeai.app.invocations.baseinvocation import BaseInvocation, BaseInvocationOutput
from invokeai.app.services.invocation_cache.invocation_cache_base import InvocationCacheBas... | 132 | 4,784 |
InvokeAI | invokeai/app/services/model_relationship_records/model_relationship_records_base.py | .py | from abc import ABC, abstractmethod
class ModelRelationshipRecordStorageBase(ABC):
"""Abstract base class for model-to-model relationship record storage."""
@abstractmethod
def add_model_relationship(self, model_key_1: str, model_key_2: str) -> None:
"""Creates a relationship between two models b... | 26 | 887 |
InvokeAI | invokeai/app/services/model_relationship_records/model_relationship_records_sqlite.py | .py | from invokeai.app.services.model_relationship_records.model_relationship_records_base import (
ModelRelationshipRecordStorageBase,
)
from invokeai.app.services.shared.sqlite.sqlite_database import SqliteDatabase
class SqliteModelRelationshipRecordStorage(ModelRelationshipRecordStorageBase):
def __init__(self,... | 56 | 2,315 |
InvokeAI | invokeai/app/services/system_prompt_records/system_prompt_records_sqlite.py | .py | from typing import Optional
from invokeai.app.services.shared.sqlite.sqlite_database import SqliteDatabase
from invokeai.app.services.system_prompt_records.system_prompt_records_base import (
SystemPromptRecordsStorageBase,
)
from invokeai.app.services.system_prompt_records.system_prompt_records_common import (
... | 127 | 5,329 |
InvokeAI | invokeai/app/services/system_prompt_records/system_prompt_records_common.py | .py | from datetime import datetime
from typing import Any, Optional
from pydantic import BaseModel, Field, TypeAdapter
SYSTEM_PROMPT_DEFAULT_USER_ID = "system"
"""Owner of the seeded default prompts.
Do NOT use this as an "is a built-in default" test. It is also the synthetic user id every
request carries in single-user ... | 50 | 2,123 |
InvokeAI | invokeai/app/services/system_prompt_records/system_prompt_records_base.py | .py | from abc import ABC, abstractmethod
from typing import Optional
from invokeai.app.services.system_prompt_records.system_prompt_records_common import (
SystemPromptChanges,
SystemPromptRecordDTO,
SystemPromptWithoutId,
)
class SystemPromptRecordsStorageBase(ABC):
"""Base class for system prompt storag... | 52 | 1,655 |
InvokeAI | invokeai/app/services/download/__init__.py | .py | """Init file for download queue."""
from invokeai.app.services.download.download_base import (
DownloadJob,
DownloadJobStatus,
DownloadQueueServiceBase,
MultiFileDownloadJob,
UnknownJobIDException,
)
from invokeai.app.services.download.download_default import DownloadQueueService, TqdmProgress
__a... | 21 | 512 |
InvokeAI | invokeai/app/services/download/download_default.py | .py | # Copyright (c) 2023,2026 Lincoln D. Stein
"""Implementation of multithreaded download queue for invokeai."""
import os
import re
import threading
import time
import traceback
from pathlib import Path, PurePosixPath, PureWindowsPath
from queue import Empty, PriorityQueue
from shutil import disk_usage
from typing impor... | 903 | 39,855 |
InvokeAI | invokeai/app/services/download/download_base.py | .py | # Copyright (c) 2023 Lincoln D. Stein and the InvokeAI Development Team
"""Model download service."""
from abc import ABC, abstractmethod
from enum import Enum
from functools import total_ordering
from pathlib import Path
from typing import Any, Callable, List, Optional, Set, Union
from pydantic import BaseModel, Fie... | 380 | 15,201 |
InvokeAI | invokeai/app/services/auth/token_service.py | .py | """JWT token generation and validation."""
from datetime import datetime, timedelta, timezone
from typing import cast
from jose import JWTError, jwt
from pydantic import BaseModel
ALGORITHM = "HS256"
DEFAULT_EXPIRATION_HOURS = 24
# Module-level variable to store the JWT secret. This is set during application initia... | 127 | 4,053 |
InvokeAI | invokeai/app/services/auth/password_utils.py | .py | """Password hashing and validation utilities."""
from typing import Literal, cast
from passlib.context import CryptContext
# Configure bcrypt context - set truncate_error=False to allow passwords >72 bytes
# without raising an error. They will be automatically truncated by bcrypt to 72 bytes.
pwd_context = CryptCont... | 114 | 3,740 |
InvokeAI | invokeai/app/services/video_files/video_files_common.py | .py | class VideoFileNotFoundException(Exception):
"""Raised when a video file is not found in storage."""
def __init__(self, message="Video file not found"):
super().__init__(message)
class VideoFileSaveException(Exception):
"""Raised when a video file cannot be saved."""
def __init__(self, messa... | 20 | 574 |
InvokeAI | invokeai/app/services/video_files/video_files_disk.py | .py | import json
import os
import shutil
import tempfile
from dataclasses import dataclass
from pathlib import Path
from typing import Optional, Union
from PIL import Image
from invokeai.app.services.invoker import Invoker
from invokeai.app.services.video_files.video_files_base import VideoFileStorageBase
from invokeai.ap... | 282 | 13,426 |
InvokeAI | invokeai/app/services/video_files/video_files_base.py | .py | from abc import ABC, abstractmethod
from pathlib import Path
from typing import Optional
from PIL import Image
class VideoFileStorageBase(ABC):
"""Low-level service responsible for storing and retrieving video files."""
@abstractmethod
def get_path(self, video_name: str, thumbnail: bool = False, video_s... | 68 | 2,335 |
InvokeAI | invokeai/app/services/session_queue/session_queue_sqlite.py | .py | import asyncio
import json
import sqlite3
import threading
from collections.abc import Sequence
from typing import Any, Optional, Union, cast
from pydantic_core import to_jsonable_python
from invokeai.app.services.invoker import Invoker
from invokeai.app.services.session_queue.session_queue_base import SessionQueueBa... | 1,651 | 71,382 |
InvokeAI | invokeai/app/services/session_queue/session_queue_base.py | .py | from abc import ABC, abstractmethod
from typing import Any, Coroutine, Optional
from invokeai.app.services.session_queue.session_queue_common import (
QUEUE_ITEM_STATUS,
Batch,
BatchStatus,
CancelAllExceptCurrentResult,
CancelByBatchIDsResult,
CancelByDestinationResult,
CancelByQueueIDResul... | 262 | 10,013 |
InvokeAI | invokeai/app/services/session_queue/session_queue_common.py | .py | import datetime
import json
from itertools import chain, product
from typing import Generator, Literal, Optional, TypeAlias, Union
from pydantic import (
AliasChoices,
BaseModel,
ConfigDict,
Field,
StrictStr,
TypeAdapter,
field_validator,
model_validator,
)
from pydantic_core import to_... | 682 | 29,137 |
InvokeAI | invokeai/app/services/model_records/__init__.py | .py | """Init file for model record services."""
from .model_records_base import ( # noqa F401
DuplicateModelException,
InvalidModelException,
ModelRecordServiceBase,
UnknownModelException,
ModelSummary,
ModelRecordChanges,
ModelRecordOrderBy,
)
from .model_records_sql import ModelRecordServiceS... | 24 | 571 |
InvokeAI | invokeai/app/services/model_records/model_records_sql.py | .py | # Copyright (c) 2023 Lincoln D. Stein and the InvokeAI Development Team
"""
SQL Implementation of the ModelRecordServiceBase API
Typical usage:
from invokeai.backend.model_manager import ModelConfigStoreSQL
store = ModelConfigStoreSQL(sqlite_db)
config = dict(
path='/tmp/pokemon.bin',
name='old ... | 459 | 18,183 |
InvokeAI | invokeai/app/services/model_records/model_records_base.py | .py | # Copyright (c) 2023 Lincoln D. Stein and the InvokeAI Development Team
"""
Abstract base class for storing and retrieving model configuration records.
"""
from abc import ABC, abstractmethod
from enum import Enum
from pathlib import Path
from typing import Any, List, Optional, Set, Union
from pydantic import BaseMod... | 309 | 11,590 |
InvokeAI | invokeai/app/services/config/__init__.py | .py | """Init file for InvokeAI configure package."""
from invokeai.app.services.config.config_common import PagingArgumentParser
from invokeai.app.services.config.config_default import InvokeAIAppConfig, get_config
__all__ = ["InvokeAIAppConfig", "get_config", "PagingArgumentParser"]
| 7 | 282 |
InvokeAI | invokeai/app/services/config/config_common.py | .py | # Copyright (c) 2023 Lincoln Stein (https://github.com/lstein) and the InvokeAI Development Team
"""
Base class for the InvokeAI configuration system.
It defines a type of pydantic BaseSettings object that
is able to read and write from an omegaconf-based config file,
with overriding of settings from environment varia... | 26 | 718 |
InvokeAI | invokeai/app/services/config/config_default.py | .py | # TODO(psyche): pydantic-settings supports YAML settings sources. If we can figure out a way to integrate the YAML
# migration logic, we could use that for simpler config loading.
from __future__ import annotations
import copy
import filecmp
import locale
import os
import re
import shutil
from functools import lru_ca... | 751 | 53,998 |
InvokeAI | invokeai/app/services/image_moves/image_moves_default.py | .py | import os
import tempfile
import threading
from concurrent.futures import Future, ThreadPoolExecutor
from dataclasses import dataclass
from datetime import datetime
from pathlib import Path
from typing import Literal, Sequence, cast
from PIL import Image
from invokeai.app.services.config import InvokeAIAppConfig
from... | 825 | 34,019 |
InvokeAI | invokeai/app/services/image_moves/__init__.py | .py | from invokeai.app.services.image_moves.image_moves_default import ImageMoveService
__all__ = ["ImageMoveService"]
| 4 | 115 |
InvokeAI | invokeai/app/services/invocation_stats/invocation_stats_base.py | .py | # Copyright 2023 Lincoln D. Stein <lincoln.stein@gmail.com>
"""Utility to collect execution time and GPU usage stats on invocations in flight
Usage:
statistics = InvocationStatsService()
with statistics.collect_stats(invocation, graph_execution_state.id):
... execute graphs...
statistics.log_stats()
Typical ou... | 94 | 4,181 |
InvokeAI | invokeai/app/services/invocation_stats/invocation_stats_common.py | .py | from collections import defaultdict
from dataclasses import asdict, dataclass
from typing import Any, Optional
class GESStatsNotFoundError(Exception):
"""Raised when execution stats are not found for a given Graph Execution State."""
@dataclass
class NodeExecutionStatsSummary:
"""The stats for a specific ty... | 184 | 6,757 |
InvokeAI | invokeai/app/services/invocation_stats/invocation_stats_default.py | .py | import json
import time
from contextlib import contextmanager
from pathlib import Path
from typing import Generator
import psutil
import torch
import invokeai.backend.util.logging as logger
from invokeai.app.invocations.baseinvocation import BaseInvocation
from invokeai.app.services.invocation_stats.invocation_stats_... | 162 | 7,000 |
InvokeAI | invokeai/app/services/gallery/gallery_default.py | .py | import sqlite3
from typing import Optional, Union, cast
from invokeai.app.services.gallery.gallery_base import GalleryServiceABC
from invokeai.app.services.gallery.gallery_common import (
BoardMediaSummary,
GalleryItem,
GalleryItemKind,
GalleryItemNamesResult,
GalleryItemRef,
)
from invokeai.app.se... | 492 | 19,292 |
InvokeAI | invokeai/app/services/gallery/gallery_base.py | .py | from abc import ABC, abstractmethod
from typing import Optional
from invokeai.app.services.gallery.gallery_common import BoardMediaSummary, GalleryItem, GalleryItemNamesResult
from invokeai.app.services.image_records.image_records_common import ImageCategory, ResourceOrigin
from invokeai.app.services.shared.pagination... | 66 | 2,529 |
InvokeAI | invokeai/app/services/gallery/gallery_common.py | .py | """Polymorphic gallery types: images and videos appearing in a single time-sorted stream."""
import datetime
from dataclasses import dataclass
from enum import Enum
from typing import Optional, Union
from pydantic import BaseModel, Field
from invokeai.app.services.image_records.image_records_common import ImageCateg... | 66 | 2,948 |
InvokeAI | invokeai/app/services/model_load/model_load_default.py | .py | # Copyright (c) 2024 Lincoln D. Stein and the InvokeAI Team
"""Implementation of model loader service."""
from pathlib import Path
from typing import Callable, Optional, Type
from picklescan.scanner import scan_file_path
from safetensors.torch import load_file as safetensors_load_file
from torch import load as torch_... | 169 | 7,868 |
InvokeAI | invokeai/app/services/model_load/__init__.py | .py | """Initialization file for model load service module."""
from invokeai.app.services.model_load.model_load_base import ModelLoadServiceBase
from invokeai.app.services.model_load.model_load_default import ModelLoadService
__all__ = ["ModelLoadServiceBase", "ModelLoadService"]
| 7 | 277 |
InvokeAI | invokeai/app/services/model_load/model_load_base.py | .py | # Copyright (c) 2024 Lincoln D. Stein and the InvokeAI Team
"""Base class for model loader."""
from abc import ABC, abstractmethod
from pathlib import Path
from typing import Callable, Optional
from invokeai.backend.model_manager.configs.factory import AnyModelConfig
from invokeai.backend.model_manager.load import Lo... | 74 | 2,929 |
InvokeAI | invokeai/app/services/workflow_records/workflow_records_sqlite.py | .py | from pathlib import Path
from typing import Optional
from invokeai.app.services.invoker import Invoker
from invokeai.app.services.shared.pagination import PaginatedResults
from invokeai.app.services.shared.sqlite.sqlite_common import SQLiteDirection
from invokeai.app.services.shared.sqlite.sqlite_database import Sqlit... | 592 | 23,417 |
InvokeAI | invokeai/app/services/workflow_records/workflow_records_base.py | .py | from abc import ABC, abstractmethod
from typing import Optional
from invokeai.app.services.shared.pagination import PaginatedResults
from invokeai.app.services.shared.sqlite.sqlite_common import SQLiteDirection
from invokeai.app.services.workflow_records.workflow_records_common import (
WORKFLOW_LIBRARY_DEFAULT_US... | 104 | 3,403 |
InvokeAI | invokeai/app/services/workflow_records/workflow_records_common.py | .py | import datetime
from enum import Enum
from typing import Any, Optional, Union
import semver
from pydantic import BaseModel, ConfigDict, Field, JsonValue, TypeAdapter, field_validator
from invokeai.app.services.shared.workflow_call_compatibility_common import WorkflowCallCompatibility
from invokeai.app.util.metaenum i... | 162 | 6,401 |
InvokeAI | invokeai/app/services/board_video_records/board_video_records_base.py | .py | from abc import ABC, abstractmethod
from typing import Optional
from invokeai.app.services.image_records.image_records_common import ImageCategory
class BoardVideoRecordStorageBase(ABC):
"""Abstract base class for the one-to-many board-video relationship record storage."""
@abstractmethod
def add_video_... | 44 | 1,386 |
InvokeAI | invokeai/app/services/board_video_records/board_video_records_sqlite.py | .py | import sqlite3
from typing import Optional, cast
from invokeai.app.services.board_video_records.board_video_records_base import BoardVideoRecordStorageBase
from invokeai.app.services.image_records.image_records_common import ImageCategory
from invokeai.app.services.shared.sqlite.sqlite_database import SqliteDatabase
... | 98 | 3,637 |
InvokeAI | invokeai/app/services/object_serializer/object_serializer_disk.py | .py | import shutil
import tempfile
import typing
from pathlib import Path
from typing import TYPE_CHECKING, Optional, TypeVar
import torch
from invokeai.app.services.object_serializer.object_serializer_base import ObjectSerializerBase
from invokeai.app.services.object_serializer.object_serializer_common import ObjectNotFo... | 94 | 3,616 |
InvokeAI | invokeai/app/services/object_serializer/object_serializer_common.py | .py | class ObjectNotFoundError(KeyError):
"""Raised when an object is not found while loading"""
def __init__(self, name: str) -> None:
super().__init__(f"Object with name {name} not found")
| 6 | 203 |
InvokeAI | invokeai/app/services/object_serializer/object_serializer_forward_cache.py | .py | from queue import Queue
from threading import Lock
from typing import TYPE_CHECKING, Optional, TypeVar
from invokeai.app.services.object_serializer.object_serializer_base import ObjectSerializerBase
T = TypeVar("T")
if TYPE_CHECKING:
from invokeai.app.services.invoker import Invoker
class ObjectSerializerForwa... | 73 | 2,572 |
InvokeAI | invokeai/app/services/object_serializer/object_serializer_base.py | .py | from abc import ABC, abstractmethod
from typing import Callable, Generic, TypeVar
T = TypeVar("T")
class ObjectSerializerBase(ABC, Generic[T]):
"""Saves and loads arbitrary python objects."""
def __init__(self) -> None:
self._on_deleted_callbacks: list[Callable[[str], None]] = []
@abstractmetho... | 45 | 1,227 |
InvokeAI | invokeai/app/services/virtual_boards/virtual_boards_common.py | .py | from typing import Optional
from pydantic import BaseModel, Field
class VirtualSubBoardDTO(BaseModel):
"""A virtual sub-board computed from image/video metadata, not stored in the database."""
virtual_board_id: str = Field(description="The virtual board ID, e.g. 'by_date:2026-03-18'.")
board_name: str =... | 20 | 1,077 |
InvokeAI | invokeai/app/services/item_storage/item_storage_memory.py | .py | from collections import OrderedDict
from contextlib import suppress
from typing import Generic, TypeVar
from pydantic import BaseModel
from invokeai.app.services.item_storage.item_storage_base import ItemStorageABC
from invokeai.app.services.item_storage.item_storage_common import ItemNotFoundError
T = TypeVar("T", ... | 53 | 1,942 |
InvokeAI | invokeai/app/services/item_storage/item_storage_base.py | .py | from abc import ABC, abstractmethod
from typing import Callable, Generic, TypeVar
from pydantic import BaseModel
T = TypeVar("T", bound=BaseModel)
class ItemStorageABC(ABC, Generic[T]):
"""Provides storage for a single type of item. The type must be a Pydantic model."""
_on_changed_callbacks: list[Callable... | 60 | 1,687 |
InvokeAI | invokeai/app/services/item_storage/item_storage_common.py | .py | class ItemNotFoundError(KeyError):
"""Raised when an item is not found in storage"""
def __init__(self, item_id: str) -> None:
super().__init__(f"Item with id {item_id} not found")
| 6 | 198 |
InvokeAI | invokeai/app/services/model_relationships/model_relationships_base.py | .py | from abc import ABC, abstractmethod
class ModelRelationshipsServiceABC(ABC):
"""High-level service for managing model-to-model relationships."""
@abstractmethod
def add_model_relationship(self, model_key_1: str, model_key_2: str) -> None:
"""Creates a relationship between two models keys."""
... | 26 | 848 |
InvokeAI | invokeai/app/services/model_relationships/model_relationships_common.py | .py | from datetime import datetime
from invokeai.app.util.model_exclude_null import BaseModelExcludeNull
class ModelRelationship(BaseModelExcludeNull):
model_key_1: str
model_key_2: str
created_at: datetime
| 10 | 217 |
InvokeAI | invokeai/app/services/model_relationships/model_relationships_default.py | .py | from invokeai.app.services.invoker import Invoker
from invokeai.app.services.model_relationships.model_relationships_base import ModelRelationshipsServiceABC
from invokeai.backend.model_manager.configs.factory import AnyModelConfig
class ModelRelationshipsService(ModelRelationshipsServiceABC):
__invoker: Invoker
... | 32 | 1,615 |
InvokeAI | invokeai/app/services/model_install/model_install_common.py | .py | import re
import traceback
from enum import Enum
from pathlib import Path
from typing import Literal, Optional, Set, Union
from pydantic import BaseModel, Field, PrivateAttr, field_validator
from pydantic.networks import AnyHttpUrl
from typing_extensions import Annotated
from invokeai.app.services.download import Dow... | 271 | 10,051 |
InvokeAI | invokeai/app/services/model_install/model_install_default.py | .py | """Model installation class."""
import gc
import json
import locale
import os
import re
import sys
import threading
import time
from copy import deepcopy
from pathlib import Path
from queue import Empty, Queue
from shutil import move, rmtree
from tempfile import mkdtemp
from typing import TYPE_CHECKING, Any, Dict, Lis... | 1,622 | 75,773 |
InvokeAI | invokeai/app/services/model_install/__init__.py | .py | """Initialization file for model install service package."""
from invokeai.app.services.model_install.model_install_base import ModelInstallServiceBase
from invokeai.app.services.model_install.model_install_common import (
HFModelSource,
InstallStatus,
LocalModelSource,
ModelInstallJob,
ModelSource... | 26 | 703 |
InvokeAI | invokeai/app/services/model_install/model_install_base.py | .py | # Copyright 2023 Lincoln D. Stein and the InvokeAI development team
"""Baseclass definitions for the model installer."""
from abc import ABC, abstractmethod
from pathlib import Path
from typing import TYPE_CHECKING, List, Optional, Union
from pydantic.networks import AnyHttpUrl
from invokeai.app.services.config impo... | 266 | 10,085 |
InvokeAI | invokeai/app/services/board_records/board_records_sqlite.py | .py | import sqlite3
from typing import Union, cast
from invokeai.app.services.board_records.board_records_base import BoardRecordStorageBase
from invokeai.app.services.board_records.board_records_common import (
BoardChanges,
BoardRecord,
BoardRecordDeleteException,
BoardRecordNotFoundException,
BoardRe... | 291 | 11,283 |
InvokeAI | invokeai/app/services/board_records/board_records_base.py | .py | from abc import ABC, abstractmethod
from invokeai.app.services.board_records.board_records_common import BoardChanges, BoardRecord, BoardRecordOrderBy
from invokeai.app.services.shared.pagination import OffsetPaginatedResults
from invokeai.app.services.shared.sqlite.sqlite_common import SQLiteDirection
class BoardRe... | 67 | 1,848 |
InvokeAI | invokeai/app/services/board_records/board_records_common.py | .py | from datetime import datetime
from enum import Enum
from typing import Optional, Union
from pydantic import BaseModel, Field
from invokeai.app.util.metaenum import MetaEnum
from invokeai.app.util.misc import get_iso_timestamp
from invokeai.app.util.model_exclude_null import BaseModelExcludeNull
class BoardVisibilit... | 114 | 4,642 |
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