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cdc4d29745
The origin is an optional field indicating the queue item's origin. For example, "canvas" when the queue item originated from the canvas or "workflows" when the queue item originated from the workflows tab. If omitted, we assume the queue item originated from the API directly. - Add migration to add the nullable column to the `session_queue` table. - Update relevant event payloads with the new field. - Add `cancel_by_origin` method to `session_queue` service and corresponding route. This is required for the canvas to bail out early when staging images. - Add `origin` to both `SessionQueueItem` and `Batch` - it needs to be provided initially via the batch and then passed onto the queue item. -
693 lines
23 KiB
Python
693 lines
23 KiB
Python
import sqlite3
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import threading
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from typing import Optional, Union, cast
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from invokeai.app.services.invoker import Invoker
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from invokeai.app.services.session_queue.session_queue_base import SessionQueueBase
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from invokeai.app.services.session_queue.session_queue_common import (
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DEFAULT_QUEUE_ID,
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QUEUE_ITEM_STATUS,
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Batch,
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BatchStatus,
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CancelByBatchIDsResult,
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CancelByOriginResult,
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CancelByQueueIDResult,
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ClearResult,
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EnqueueBatchResult,
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IsEmptyResult,
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IsFullResult,
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PruneResult,
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QueueItemOrigin,
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SessionQueueItem,
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SessionQueueItemDTO,
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SessionQueueItemNotFoundError,
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SessionQueueStatus,
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calc_session_count,
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prepare_values_to_insert,
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)
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from invokeai.app.services.shared.graph import GraphExecutionState
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from invokeai.app.services.shared.pagination import CursorPaginatedResults
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from invokeai.app.services.shared.sqlite.sqlite_database import SqliteDatabase
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class SqliteSessionQueue(SessionQueueBase):
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__invoker: Invoker
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__conn: sqlite3.Connection
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__cursor: sqlite3.Cursor
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__lock: threading.RLock
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def start(self, invoker: Invoker) -> None:
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self.__invoker = invoker
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self._set_in_progress_to_canceled()
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if self.__invoker.services.configuration.clear_queue_on_startup:
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clear_result = self.clear(DEFAULT_QUEUE_ID)
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if clear_result.deleted > 0:
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self.__invoker.services.logger.info(f"Cleared all {clear_result.deleted} queue items")
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else:
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prune_result = self.prune(DEFAULT_QUEUE_ID)
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if prune_result.deleted > 0:
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self.__invoker.services.logger.info(f"Pruned {prune_result.deleted} finished queue items")
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def __init__(self, db: SqliteDatabase) -> None:
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super().__init__()
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self.__lock = db.lock
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self.__conn = db.conn
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self.__cursor = self.__conn.cursor()
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def _set_in_progress_to_canceled(self) -> None:
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"""
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Sets all in_progress queue items to canceled. Run on app startup, not associated with any queue.
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This is necessary because the invoker may have been killed while processing a queue item.
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"""
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try:
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self.__lock.acquire()
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self.__cursor.execute(
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"""--sql
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UPDATE session_queue
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SET status = 'canceled'
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WHERE status = 'in_progress';
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"""
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)
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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def _get_current_queue_size(self, queue_id: str) -> int:
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"""Gets the current number of pending queue items"""
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self.__cursor.execute(
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"""--sql
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SELECT count(*)
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FROM session_queue
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WHERE
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queue_id = ?
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AND status = 'pending'
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""",
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(queue_id,),
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)
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return cast(int, self.__cursor.fetchone()[0])
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def _get_highest_priority(self, queue_id: str) -> int:
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"""Gets the highest priority value in the queue"""
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self.__cursor.execute(
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"""--sql
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SELECT MAX(priority)
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FROM session_queue
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WHERE
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queue_id = ?
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AND status = 'pending'
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""",
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(queue_id,),
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)
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return cast(Union[int, None], self.__cursor.fetchone()[0]) or 0
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def enqueue_batch(self, queue_id: str, batch: Batch, prepend: bool) -> EnqueueBatchResult:
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try:
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self.__lock.acquire()
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# TODO: how does this work in a multi-user scenario?
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current_queue_size = self._get_current_queue_size(queue_id)
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max_queue_size = self.__invoker.services.configuration.max_queue_size
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max_new_queue_items = max_queue_size - current_queue_size
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priority = 0
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if prepend:
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priority = self._get_highest_priority(queue_id) + 1
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requested_count = calc_session_count(batch)
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values_to_insert = prepare_values_to_insert(
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queue_id=queue_id,
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batch=batch,
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priority=priority,
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max_new_queue_items=max_new_queue_items,
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)
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enqueued_count = len(values_to_insert)
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if requested_count > enqueued_count:
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values_to_insert = values_to_insert[:max_new_queue_items]
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self.__cursor.executemany(
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"""--sql
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INSERT INTO session_queue (queue_id, session, session_id, batch_id, field_values, priority, workflow, origin)
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VALUES (?, ?, ?, ?, ?, ?, ?, ?)
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""",
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values_to_insert,
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)
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self.__conn.commit()
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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enqueue_result = EnqueueBatchResult(
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queue_id=queue_id,
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requested=requested_count,
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enqueued=enqueued_count,
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batch=batch,
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priority=priority,
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)
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self.__invoker.services.events.emit_batch_enqueued(enqueue_result)
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return enqueue_result
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def dequeue(self) -> Optional[SessionQueueItem]:
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try:
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self.__lock.acquire()
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self.__cursor.execute(
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"""--sql
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SELECT *
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FROM session_queue
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WHERE status = 'pending'
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ORDER BY
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priority DESC,
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item_id ASC
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LIMIT 1
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"""
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)
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result = cast(Union[sqlite3.Row, None], self.__cursor.fetchone())
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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if result is None:
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return None
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queue_item = SessionQueueItem.queue_item_from_dict(dict(result))
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queue_item = self._set_queue_item_status(item_id=queue_item.item_id, status="in_progress")
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return queue_item
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def get_next(self, queue_id: str) -> Optional[SessionQueueItem]:
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try:
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self.__lock.acquire()
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self.__cursor.execute(
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"""--sql
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SELECT *
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FROM session_queue
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WHERE
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queue_id = ?
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AND status = 'pending'
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ORDER BY
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priority DESC,
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created_at ASC
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LIMIT 1
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""",
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(queue_id,),
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)
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result = cast(Union[sqlite3.Row, None], self.__cursor.fetchone())
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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if result is None:
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return None
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return SessionQueueItem.queue_item_from_dict(dict(result))
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def get_current(self, queue_id: str) -> Optional[SessionQueueItem]:
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try:
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self.__lock.acquire()
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self.__cursor.execute(
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"""--sql
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SELECT *
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FROM session_queue
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WHERE
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queue_id = ?
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AND status = 'in_progress'
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LIMIT 1
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""",
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(queue_id,),
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)
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result = cast(Union[sqlite3.Row, None], self.__cursor.fetchone())
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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if result is None:
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return None
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return SessionQueueItem.queue_item_from_dict(dict(result))
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def _set_queue_item_status(
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self,
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item_id: int,
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status: QUEUE_ITEM_STATUS,
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error_type: Optional[str] = None,
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error_message: Optional[str] = None,
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error_traceback: Optional[str] = None,
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) -> SessionQueueItem:
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try:
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self.__lock.acquire()
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self.__cursor.execute(
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"""--sql
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UPDATE session_queue
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SET status = ?, error_type = ?, error_message = ?, error_traceback = ?
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WHERE item_id = ?
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""",
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(status, error_type, error_message, error_traceback, item_id),
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)
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self.__conn.commit()
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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queue_item = self.get_queue_item(item_id)
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batch_status = self.get_batch_status(queue_id=queue_item.queue_id, batch_id=queue_item.batch_id)
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queue_status = self.get_queue_status(queue_id=queue_item.queue_id)
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self.__invoker.services.events.emit_queue_item_status_changed(queue_item, batch_status, queue_status)
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return queue_item
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def is_empty(self, queue_id: str) -> IsEmptyResult:
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try:
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self.__lock.acquire()
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self.__cursor.execute(
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"""--sql
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SELECT count(*)
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FROM session_queue
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WHERE queue_id = ?
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""",
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(queue_id,),
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)
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is_empty = cast(int, self.__cursor.fetchone()[0]) == 0
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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return IsEmptyResult(is_empty=is_empty)
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def is_full(self, queue_id: str) -> IsFullResult:
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try:
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self.__lock.acquire()
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self.__cursor.execute(
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"""--sql
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SELECT count(*)
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FROM session_queue
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WHERE queue_id = ?
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""",
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(queue_id,),
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)
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max_queue_size = self.__invoker.services.configuration.max_queue_size
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is_full = cast(int, self.__cursor.fetchone()[0]) >= max_queue_size
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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return IsFullResult(is_full=is_full)
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def clear(self, queue_id: str) -> ClearResult:
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try:
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self.__lock.acquire()
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self.__cursor.execute(
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"""--sql
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SELECT COUNT(*)
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FROM session_queue
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WHERE queue_id = ?
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""",
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(queue_id,),
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)
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count = self.__cursor.fetchone()[0]
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self.__cursor.execute(
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"""--sql
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DELETE
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FROM session_queue
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WHERE queue_id = ?
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""",
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(queue_id,),
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)
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self.__conn.commit()
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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self.__invoker.services.events.emit_queue_cleared(queue_id)
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return ClearResult(deleted=count)
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def prune(self, queue_id: str) -> PruneResult:
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try:
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where = """--sql
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WHERE
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queue_id = ?
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AND (
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status = 'completed'
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OR status = 'failed'
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OR status = 'canceled'
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)
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"""
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self.__lock.acquire()
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self.__cursor.execute(
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f"""--sql
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SELECT COUNT(*)
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FROM session_queue
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{where};
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""",
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(queue_id,),
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)
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count = self.__cursor.fetchone()[0]
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self.__cursor.execute(
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f"""--sql
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DELETE
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FROM session_queue
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{where};
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""",
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(queue_id,),
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)
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self.__conn.commit()
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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return PruneResult(deleted=count)
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def cancel_queue_item(self, item_id: int) -> SessionQueueItem:
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queue_item = self._set_queue_item_status(item_id=item_id, status="canceled")
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return queue_item
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def complete_queue_item(self, item_id: int) -> SessionQueueItem:
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queue_item = self._set_queue_item_status(item_id=item_id, status="completed")
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return queue_item
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def fail_queue_item(
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self,
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item_id: int,
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error_type: str,
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error_message: str,
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error_traceback: str,
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) -> SessionQueueItem:
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queue_item = self._set_queue_item_status(
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item_id=item_id,
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status="failed",
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error_type=error_type,
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error_message=error_message,
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error_traceback=error_traceback,
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)
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return queue_item
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def cancel_by_batch_ids(self, queue_id: str, batch_ids: list[str]) -> CancelByBatchIDsResult:
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try:
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current_queue_item = self.get_current(queue_id)
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self.__lock.acquire()
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placeholders = ", ".join(["?" for _ in batch_ids])
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where = f"""--sql
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WHERE
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queue_id == ?
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AND batch_id IN ({placeholders})
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AND status != 'canceled'
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AND status != 'completed'
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AND status != 'failed'
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"""
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params = [queue_id] + batch_ids
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self.__cursor.execute(
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f"""--sql
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SELECT COUNT(*)
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FROM session_queue
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{where};
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""",
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tuple(params),
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)
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count = self.__cursor.fetchone()[0]
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self.__cursor.execute(
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f"""--sql
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UPDATE session_queue
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SET status = 'canceled'
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{where};
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""",
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tuple(params),
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)
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self.__conn.commit()
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if current_queue_item is not None and current_queue_item.batch_id in batch_ids:
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self._set_queue_item_status(current_queue_item.item_id, "canceled")
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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return CancelByBatchIDsResult(canceled=count)
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def cancel_by_origin(self, queue_id: str, origin: QueueItemOrigin) -> CancelByOriginResult:
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try:
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current_queue_item = self.get_current(queue_id)
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self.__lock.acquire()
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where = """--sql
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WHERE
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queue_id == ?
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AND origin == ?
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AND status != 'canceled'
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AND status != 'completed'
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AND status != 'failed'
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"""
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params = (queue_id, origin)
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self.__cursor.execute(
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f"""--sql
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SELECT COUNT(*)
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FROM session_queue
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{where};
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""",
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params,
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)
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count = self.__cursor.fetchone()[0]
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self.__cursor.execute(
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f"""--sql
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UPDATE session_queue
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SET status = 'canceled'
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{where};
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""",
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params,
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)
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self.__conn.commit()
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if current_queue_item is not None and current_queue_item.origin == origin:
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self._set_queue_item_status(current_queue_item.item_id, "canceled")
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except Exception:
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self.__conn.rollback()
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raise
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finally:
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self.__lock.release()
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return CancelByOriginResult(canceled=count)
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def cancel_by_queue_id(self, queue_id: str) -> CancelByQueueIDResult:
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try:
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current_queue_item = self.get_current(queue_id)
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self.__lock.acquire()
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where = """--sql
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WHERE
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queue_id is ?
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AND status != 'canceled'
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AND status != 'completed'
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AND status != 'failed'
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"""
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params = [queue_id]
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self.__cursor.execute(
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f"""--sql
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SELECT COUNT(*)
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FROM session_queue
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{where};
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""",
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tuple(params),
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)
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count = self.__cursor.fetchone()[0]
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self.__cursor.execute(
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f"""--sql
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UPDATE session_queue
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SET status = 'canceled'
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{where};
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""",
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tuple(params),
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)
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self.__conn.commit()
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if current_queue_item is not None and current_queue_item.queue_id == queue_id:
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batch_status = self.get_batch_status(queue_id=queue_id, batch_id=current_queue_item.batch_id)
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queue_status = self.get_queue_status(queue_id=queue_id)
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self.__invoker.services.events.emit_queue_item_status_changed(
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current_queue_item, batch_status, queue_status
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)
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except Exception:
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self.__conn.rollback()
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raise
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|
finally:
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self.__lock.release()
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return CancelByQueueIDResult(canceled=count)
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def get_queue_item(self, item_id: int) -> SessionQueueItem:
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try:
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self.__lock.acquire()
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self.__cursor.execute(
|
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"""--sql
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SELECT * FROM session_queue
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WHERE
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item_id = ?
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""",
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(item_id,),
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)
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result = cast(Union[sqlite3.Row, None], self.__cursor.fetchone())
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except Exception:
|
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self.__conn.rollback()
|
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raise
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|
finally:
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self.__lock.release()
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if result is None:
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raise SessionQueueItemNotFoundError(f"No queue item with id {item_id}")
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return SessionQueueItem.queue_item_from_dict(dict(result))
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|
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def set_queue_item_session(self, item_id: int, session: GraphExecutionState) -> SessionQueueItem:
|
|
try:
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# Use exclude_none so we don't end up with a bunch of nulls in the graph - this can cause validation errors
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# when the graph is loaded. Graph execution occurs purely in memory - the session saved here is not referenced
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# during execution.
|
|
session_json = session.model_dump_json(warnings=False, exclude_none=True)
|
|
self.__lock.acquire()
|
|
self.__cursor.execute(
|
|
"""--sql
|
|
UPDATE session_queue
|
|
SET session = ?
|
|
WHERE item_id = ?
|
|
""",
|
|
(session_json, item_id),
|
|
)
|
|
self.__conn.commit()
|
|
except Exception:
|
|
self.__conn.rollback()
|
|
raise
|
|
finally:
|
|
self.__lock.release()
|
|
return self.get_queue_item(item_id)
|
|
|
|
def list_queue_items(
|
|
self,
|
|
queue_id: str,
|
|
limit: int,
|
|
priority: int,
|
|
cursor: Optional[int] = None,
|
|
status: Optional[QUEUE_ITEM_STATUS] = None,
|
|
) -> CursorPaginatedResults[SessionQueueItemDTO]:
|
|
try:
|
|
item_id = cursor
|
|
self.__lock.acquire()
|
|
query = """--sql
|
|
SELECT item_id,
|
|
status,
|
|
priority,
|
|
field_values,
|
|
error_type,
|
|
error_message,
|
|
error_traceback,
|
|
created_at,
|
|
updated_at,
|
|
completed_at,
|
|
started_at,
|
|
session_id,
|
|
batch_id,
|
|
queue_id,
|
|
origin
|
|
FROM session_queue
|
|
WHERE queue_id = ?
|
|
"""
|
|
params: list[Union[str, int]] = [queue_id]
|
|
|
|
if status is not None:
|
|
query += """--sql
|
|
AND status = ?
|
|
"""
|
|
params.append(status)
|
|
|
|
if item_id is not None:
|
|
query += """--sql
|
|
AND (priority < ?) OR (priority = ? AND item_id > ?)
|
|
"""
|
|
params.extend([priority, priority, item_id])
|
|
|
|
query += """--sql
|
|
ORDER BY
|
|
priority DESC,
|
|
item_id ASC
|
|
LIMIT ?
|
|
"""
|
|
params.append(limit + 1)
|
|
self.__cursor.execute(query, params)
|
|
results = cast(list[sqlite3.Row], self.__cursor.fetchall())
|
|
items = [SessionQueueItemDTO.queue_item_dto_from_dict(dict(result)) for result in results]
|
|
has_more = False
|
|
if len(items) > limit:
|
|
# remove the extra item
|
|
items.pop()
|
|
has_more = True
|
|
except Exception:
|
|
self.__conn.rollback()
|
|
raise
|
|
finally:
|
|
self.__lock.release()
|
|
return CursorPaginatedResults(items=items, limit=limit, has_more=has_more)
|
|
|
|
def get_queue_status(self, queue_id: str) -> SessionQueueStatus:
|
|
try:
|
|
self.__lock.acquire()
|
|
self.__cursor.execute(
|
|
"""--sql
|
|
SELECT status, count(*)
|
|
FROM session_queue
|
|
WHERE queue_id = ?
|
|
GROUP BY status
|
|
""",
|
|
(queue_id,),
|
|
)
|
|
counts_result = cast(list[sqlite3.Row], self.__cursor.fetchall())
|
|
except Exception:
|
|
self.__conn.rollback()
|
|
raise
|
|
finally:
|
|
self.__lock.release()
|
|
|
|
current_item = self.get_current(queue_id=queue_id)
|
|
total = sum(row[1] for row in counts_result)
|
|
counts: dict[str, int] = {row[0]: row[1] for row in counts_result}
|
|
return SessionQueueStatus(
|
|
queue_id=queue_id,
|
|
item_id=current_item.item_id if current_item else None,
|
|
session_id=current_item.session_id if current_item else None,
|
|
batch_id=current_item.batch_id if current_item else None,
|
|
pending=counts.get("pending", 0),
|
|
in_progress=counts.get("in_progress", 0),
|
|
completed=counts.get("completed", 0),
|
|
failed=counts.get("failed", 0),
|
|
canceled=counts.get("canceled", 0),
|
|
total=total,
|
|
)
|
|
|
|
def get_batch_status(self, queue_id: str, batch_id: str) -> BatchStatus:
|
|
try:
|
|
self.__lock.acquire()
|
|
self.__cursor.execute(
|
|
"""--sql
|
|
SELECT status, count(*), origin
|
|
FROM session_queue
|
|
WHERE
|
|
queue_id = ?
|
|
AND batch_id = ?
|
|
GROUP BY status
|
|
""",
|
|
(queue_id, batch_id),
|
|
)
|
|
result = cast(list[sqlite3.Row], self.__cursor.fetchall())
|
|
total = sum(row[1] for row in result)
|
|
counts: dict[str, int] = {row[0]: row[1] for row in result}
|
|
origin = result[0]["origin"] if result else None
|
|
except Exception:
|
|
self.__conn.rollback()
|
|
raise
|
|
finally:
|
|
self.__lock.release()
|
|
|
|
return BatchStatus(
|
|
batch_id=batch_id,
|
|
origin=origin,
|
|
queue_id=queue_id,
|
|
pending=counts.get("pending", 0),
|
|
in_progress=counts.get("in_progress", 0),
|
|
completed=counts.get("completed", 0),
|
|
failed=counts.get("failed", 0),
|
|
canceled=counts.get("canceled", 0),
|
|
total=total,
|
|
)
|