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# Copyright (c) 2022 Kyle Schouviller (https://github.com/kyle0654)
from typing import Any
from fastapi import FastAPI
from pydantic import BaseModel
from socketio import ASGIApp, AsyncServer
from invokeai.app.services.auth.token_service import verify_token
from invokeai.app.services.events.events_common import (
BatchEnqueuedEvent,
BulkDownloadCompleteEvent,
BulkDownloadErrorEvent,
BulkDownloadEventBase,
BulkDownloadStartedEvent,
DownloadCancelledEvent,
DownloadCompleteEvent,
DownloadErrorEvent,
DownloadEventBase,
DownloadProgressEvent,
DownloadStartedEvent,
FastAPIEvent,
InvocationCompleteEvent,
InvocationErrorEvent,
InvocationProgressEvent,
InvocationStartedEvent,
ModelEventBase,
ModelInstallCancelledEvent,
ModelInstallCompleteEvent,
ModelInstallDownloadProgressEvent,
ModelInstallDownloadsCompleteEvent,
ModelInstallErrorEvent,
ModelInstallStartedEvent,
ModelLoadCompleteEvent,
ModelLoadStartedEvent,
QueueClearedEvent,
QueueEventBase,
QueueItemStatusChangedEvent,
RecallParametersUpdatedEvent,
register_events,
)
from invokeai.backend.util.logging import InvokeAILogger
logger = InvokeAILogger.get_logger()
class QueueSubscriptionEvent(BaseModel):
"""Event data for subscribing to the socket.io queue room.
This is a pydantic model to ensure the data is in the correct format."""
queue_id: str
class BulkDownloadSubscriptionEvent(BaseModel):
"""Event data for subscribing to the socket.io bulk downloads room.
This is a pydantic model to ensure the data is in the correct format."""
bulk_download_id: str
QUEUE_EVENTS = {
InvocationStartedEvent,
InvocationProgressEvent,
InvocationCompleteEvent,
InvocationErrorEvent,
QueueItemStatusChangedEvent,
BatchEnqueuedEvent,
QueueClearedEvent,
RecallParametersUpdatedEvent,
}
MODEL_EVENTS = {
DownloadCancelledEvent,
DownloadCompleteEvent,
DownloadErrorEvent,
DownloadProgressEvent,
DownloadStartedEvent,
ModelLoadStartedEvent,
ModelLoadCompleteEvent,
ModelInstallDownloadProgressEvent,
ModelInstallDownloadsCompleteEvent,
ModelInstallStartedEvent,
ModelInstallCompleteEvent,
ModelInstallCancelledEvent,
ModelInstallErrorEvent,
}
BULK_DOWNLOAD_EVENTS = {BulkDownloadStartedEvent, BulkDownloadCompleteEvent, BulkDownloadErrorEvent}
class SocketIO:
_sub_queue = "subscribe_queue"
_unsub_queue = "unsubscribe_queue"
_sub_bulk_download = "subscribe_bulk_download"
_unsub_bulk_download = "unsubscribe_bulk_download"
def __init__(self, app: FastAPI):
self._sio = AsyncServer(async_mode="asgi", cors_allowed_origins="*")
self._app = ASGIApp(socketio_server=self._sio, socketio_path="/ws/socket.io")
app.mount("/ws", self._app)
# Track user information for each socket connection
self._socket_users: dict[str, dict[str, Any]] = {}
# Set up authentication middleware
self._sio.on("connect", handler=self._handle_connect)
self._sio.on("disconnect", handler=self._handle_disconnect)
self._sio.on(self._sub_queue, handler=self._handle_sub_queue)
self._sio.on(self._unsub_queue, handler=self._handle_unsub_queue)
self._sio.on(self._sub_bulk_download, handler=self._handle_sub_bulk_download)
self._sio.on(self._unsub_bulk_download, handler=self._handle_unsub_bulk_download)
register_events(QUEUE_EVENTS, self._handle_queue_event)
register_events(MODEL_EVENTS, self._handle_model_event)
register_events(BULK_DOWNLOAD_EVENTS, self._handle_bulk_image_download_event)
async def _handle_connect(self, sid: str, environ: dict, auth: dict | None) -> bool:
"""Handle socket connection and authenticate the user.
Returns True to accept the connection, False to reject it.
Stores user_id in the internal socket users dict for later use.
In multiuser mode, connections without a valid token are rejected outright
so that anonymous clients cannot subscribe to queue rooms and observe
queue activity belonging to other users. In single-user mode, unauthenticated
connections are accepted as the system admin user.
"""
# Extract token from auth data or headers
token = None
if auth and isinstance(auth, dict):
token = auth.get("token")
if not token and environ:
# Try to get token from headers
headers = environ.get("HTTP_AUTHORIZATION", "")
if headers.startswith("Bearer "):
token = headers[7:]
# Verify the token
if token:
token_data = verify_token(token)
if token_data:
# In multiuser mode, also verify the backing user record still
# exists and is active — mirrors the REST auth check in
# auth_dependencies.py. A deleted or deactivated user whose
# JWT has not yet expired must not be allowed to open a socket.
if self._is_multiuser_enabled():
try:
from invokeai.app.api.dependencies import ApiDependencies
user = ApiDependencies.invoker.services.users.get(token_data.user_id)
if user is None or not user.is_active:
logger.warning(f"Rejecting socket {sid}: user {token_data.user_id} not found or inactive")
return False
except Exception:
# If user service is unavailable, fail closed
logger.warning(f"Rejecting socket {sid}: unable to verify user record")
return False
# Store user_id and is_admin in socket users dict
self._socket_users[sid] = {
"user_id": token_data.user_id,
"is_admin": token_data.is_admin,
}
logger.info(
f"Socket {sid} connected with user_id: {token_data.user_id}, is_admin: {token_data.is_admin}"
)
return True
# No valid token provided. In multiuser mode this is not allowed — reject
# the connection so anonymous clients cannot subscribe to queue rooms.
# In single-user mode, fall through and accept the socket as system admin.
if self._is_multiuser_enabled():
logger.warning(
f"Rejecting socket {sid} connection: multiuser mode is enabled and no valid auth token was provided"
)
return False
self._socket_users[sid] = {
"user_id": "system",
"is_admin": True,
}
logger.debug(f"Socket {sid} connected as system admin (single-user mode)")
return True
@staticmethod
def _is_multiuser_enabled() -> bool:
"""Check whether multiuser mode is enabled. Fails closed if configuration
is not yet initialized, which should not happen in practice but prevents
accidentally opening the socket during startup races."""
try:
# Imported here to avoid a circular import at module load time.
from invokeai.app.api.dependencies import ApiDependencies
return bool(ApiDependencies.invoker.services.configuration.multiuser)
except Exception:
# If dependencies are not initialized, fail closed (treat as multiuser)
# so we never accidentally admit an anonymous socket.
return True
async def _handle_disconnect(self, sid: str) -> None:
"""Handle socket disconnection and cleanup user info."""
if sid in self._socket_users:
del self._socket_users[sid]
logger.debug(f"Socket {sid} disconnected and cleaned up")
async def _handle_sub_queue(self, sid: str, data: Any) -> None:
"""Handle queue subscription and add socket to both queue and user-specific rooms."""
queue_id = QueueSubscriptionEvent(**data).queue_id
# Check if we have user info for this socket. In multiuser mode _handle_connect
# will have already rejected any socket without a valid token, so missing user
# info here is a bug — refuse the subscription rather than silently falling back
# to an anonymous system user who could then receive queue item events.
if sid not in self._socket_users:
if self._is_multiuser_enabled():
logger.warning(
f"Refusing queue subscription for socket {sid}: no user info (socket not authenticated via connect event)"
)
return
# Single-user mode: safe to fall back to the system admin user.
self._socket_users[sid] = {
"user_id": "system",
"is_admin": True,
}
user_id = self._socket_users[sid]["user_id"]
is_admin = self._socket_users[sid]["is_admin"]
# Add socket to the queue room
await self._sio.enter_room(sid, queue_id)
# Also add socket to a user-specific room for event filtering
user_room = f"user:{user_id}"
await self._sio.enter_room(sid, user_room)
# If admin, also add to admin room to receive all events
if is_admin:
await self._sio.enter_room(sid, "admin")
logger.debug(
f"Socket {sid} (user_id: {user_id}, is_admin: {is_admin}) subscribed to queue {queue_id} and user room {user_room}"
)
async def _handle_unsub_queue(self, sid: str, data: Any) -> None:
await self._sio.leave_room(sid, QueueSubscriptionEvent(**data).queue_id)
async def _handle_sub_bulk_download(self, sid: str, data: Any) -> None:
# In multiuser mode, only allow authenticated sockets to subscribe.
# Bulk download events are routed to user-specific rooms, so the
# bulk_download_id room subscription is only kept for single-user
# backward compatibility.
if self._is_multiuser_enabled() and sid not in self._socket_users:
logger.warning(f"Refusing bulk download subscription for unknown socket {sid} in multiuser mode")
return
await self._sio.enter_room(sid, BulkDownloadSubscriptionEvent(**data).bulk_download_id)
async def _handle_unsub_bulk_download(self, sid: str, data: Any) -> None:
await self._sio.leave_room(sid, BulkDownloadSubscriptionEvent(**data).bulk_download_id)
def _owner_and_admin_sids(self, owner_user_id: str) -> list[str]:
"""Sids belonging to the event's owner or to any admin.
Used as `skip_sid` when broadcasting a sanitized companion event to the queue room,
so the owner and admins (who already received the full event) don't get a second
copy that would clobber their cache with redacted values.
"""
return [
sid
for sid, info in self._socket_users.items()
if info.get("user_id") == owner_user_id or info.get("is_admin")
]
async def _handle_queue_event(self, event: FastAPIEvent[QueueEventBase]):
"""Handle queue events with user isolation.
Queue events split into two routing paths:
1. The owner and admins receive the full unsanitized event in their `user:{id}` /
`admin` rooms. The full payload may include batch_id, session_id, origin,
destination, error metadata, etc.
2. For events that other authenticated users need to know about so their queue list
and badge counts stay in sync (QueueItemStatusChangedEvent and BatchEnqueuedEvent),
a sanitized companion event is also emitted to the full queue room with the
owner's and admins' sids in `skip_sid`. The companion uses `user_id="redacted"`
as a sentinel so the frontend handler knows to do tag invalidation only and skip
per-session side effects.
InvocationEventBase events stay private (owner + admins only). RecallParametersUpdatedEvent
is also private. QueueClearedEvent has no user identity and is broadcast to the queue room.
IMPORTANT: Check InvocationEventBase BEFORE QueueItemEventBase since InvocationEventBase
inherits from QueueItemEventBase. The order of isinstance checks matters!
"""
try:
event_name, event_data = event
# Import here to avoid circular dependency
from invokeai.app.services.events.events_common import InvocationEventBase, QueueItemEventBase
# Check InvocationEventBase FIRST (before QueueItemEventBase) since it's a subclass
# Invocation events (progress, started, complete, error) are private to owner + admins
if isinstance(event_data, InvocationEventBase) and hasattr(event_data, "user_id"):
user_room = f"user:{event_data.user_id}"
# Emit to the user's room
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room=user_room)
# Also emit to admin room so admins can see all events, but strip image preview data
# from InvocationProgressEvent to prevent admins from seeing other users' image content
if isinstance(event_data, InvocationProgressEvent):
admin_event_data = event_data.model_copy(update={"image": None})
await self._sio.emit(event=event_name, data=admin_event_data.model_dump(mode="json"), room="admin")
else:
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room="admin")
logger.debug(f"Emitted private invocation event {event_name} to user room {user_room} and admin room")
# QueueItemStatusChangedEvent: full to owner+admin, sanitized to everyone else in
# the queue room so their queue list, badge, and item caches refresh.
elif isinstance(event_data, QueueItemStatusChangedEvent):
user_room = f"user:{event_data.user_id}"
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room=user_room)
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room="admin")
sanitized = event_data.model_copy(
update={
"user_id": "redacted",
"batch_id": "redacted",
"session_id": "redacted",
"origin": None,
"destination": None,
"error_type": None,
"error_message": None,
"error_traceback": None,
}
)
# Strip identifying fields out of the embedded batch_status / queue_status too.
sanitized.batch_status = sanitized.batch_status.model_copy(
update={"batch_id": "redacted", "origin": None, "destination": None}
)
sanitized.queue_status = sanitized.queue_status.model_copy(
update={
"item_id": None,
"session_id": None,
"batch_id": None,
"user_pending": None,
"user_in_progress": None,
}
)
await self._sio.emit(
event=event_name,
data=sanitized.model_dump(mode="json"),
room=event_data.queue_id,
skip_sid=self._owner_and_admin_sids(event_data.user_id),
)
logger.debug(
f"Emitted queue_item_status_changed: full to {user_room}+admin, sanitized to queue {event_data.queue_id}"
)
# Other queue item events (currently none beyond QueueItemStatusChangedEvent that
# carry user_id) stay private to owner + admins.
elif isinstance(event_data, QueueItemEventBase) and hasattr(event_data, "user_id"):
user_room = f"user:{event_data.user_id}"
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room=user_room)
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room="admin")
logger.debug(f"Emitted private queue item event {event_name} to user room {user_room} and admin room")
# RecallParametersUpdatedEvent is private - only emit to owner + admins.
#
# Emit to the union of the owner room and the admin room in a SINGLE
# call. python-socketio deduplicates recipients across a room list,
# so a socket that belongs to BOTH rooms — e.g. the "system" user in
# single-user mode, which is also an admin — receives the event
# exactly once. Two separate emits would deliver it twice: harmless
# for the idempotent scalar recall fields (the frontend just re-sets
# them), but the append-mode reference-image recall *pushes* rather
# than replaces, so a double delivery adds the same reference image
# twice.
elif isinstance(event_data, RecallParametersUpdatedEvent):
user_room = f"user:{event_data.user_id}"
await self._sio.emit(
event=event_name, data=event_data.model_dump(mode="json"), room=[user_room, "admin"]
)
logger.debug(f"Emitted private recall_parameters_updated event to user room {user_room} and admin room")
# BatchEnqueuedEvent: full to owner+admin, sanitized to everyone else in the queue
# room so their badge total and queue list pick up the new items.
elif isinstance(event_data, BatchEnqueuedEvent):
user_room = f"user:{event_data.user_id}"
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room=user_room)
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room="admin")
sanitized = event_data.model_copy(
update={"user_id": "redacted", "batch_id": "redacted", "origin": None}
)
await self._sio.emit(
event=event_name,
data=sanitized.model_dump(mode="json"),
room=event_data.queue_id,
skip_sid=self._owner_and_admin_sids(event_data.user_id),
)
logger.debug(
f"Emitted batch_enqueued: full to {user_room}+admin, sanitized to queue {event_data.queue_id}"
)
else:
# For remaining queue events (e.g. QueueClearedEvent) that do not
# carry user identity, emit to all subscribers in the queue room.
await self._sio.emit(
event=event_name, data=event_data.model_dump(mode="json"), room=event_data.queue_id
)
logger.debug(
f"Emitted general queue event {event_name} to all subscribers in queue {event_data.queue_id}"
)
except Exception as e:
# Log any unhandled exceptions in event handling to prevent silent failures
logger.error(f"Error handling queue event {event[0]}: {e}", exc_info=True)
async def _handle_model_event(self, event: FastAPIEvent[ModelEventBase | DownloadEventBase]) -> None:
await self._sio.emit(event=event[0], data=event[1].model_dump(mode="json"))
async def _handle_bulk_image_download_event(self, event: FastAPIEvent[BulkDownloadEventBase]) -> None:
event_name, event_data = event
# Route to user-specific + admin rooms so that other authenticated
# users cannot learn the bulk_download_item_name (the capability token
# needed to fetch the zip from the unauthenticated GET endpoint).
# In single-user mode (user_id="system"), fall back to the shared
# bulk_download_id room for backward compatibility.
if hasattr(event_data, "user_id") and event_data.user_id != "system":
user_room = f"user:{event_data.user_id}"
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room=user_room)
await self._sio.emit(event=event_name, data=event_data.model_dump(mode="json"), room="admin")
else:
await self._sio.emit(
event=event_name, data=event_data.model_dump(mode="json"), room=event_data.bulk_download_id
)