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task_manager.py
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255 lines (213 loc) · 8.96 KB
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import logging
from a2a.server.context import ServerCallContext
from a2a.server.events.event_queue import Event
from a2a.server.tasks.task_store import TaskStore
from a2a.types.a2a_pb2 import (
Message,
Task,
TaskArtifactUpdateEvent,
TaskState,
TaskStatus,
TaskStatusUpdateEvent,
)
from a2a.utils import append_artifact_to_task
from a2a.utils.errors import InvalidParamsError
logger = logging.getLogger(__name__)
class TaskManager:
"""Helps manage a task's lifecycle during execution of a request.
Responsible for retrieving, saving, and updating the `Task` object based on
events received from the agent.
"""
def __init__(
self,
task_store: TaskStore,
context: ServerCallContext,
task_id: str | None,
context_id: str | None,
initial_message: Message | None,
):
"""Initializes the TaskManager.
Args:
task_store: The `TaskStore` instance for persistence.
context: The `ServerCallContext` that this task is produced under.
task_id: The ID of the task, if known from the request.
context_id: The ID of the context, if known from the request.
initial_message: The `Message` that initiated the task, if any.
Used when creating a new task object.
"""
if task_id is not None and not (isinstance(task_id, str) and task_id):
raise ValueError('Task ID must be a non-empty string')
self.task_store = task_store
self._call_context: ServerCallContext = context
self.task_id = task_id
self.context_id = context_id
self._initial_message = initial_message
self._current_task: Task | None = None
logger.debug(
'TaskManager initialized with task_id: %s, context_id: %s',
task_id,
context_id,
)
async def get_task(self) -> Task | None:
"""Retrieves the current task object, either from memory or the store.
If `task_id` is set, it first checks the in-memory `_current_task`,
then attempts to load it from the `task_store`.
Returns:
The `Task` object if found, otherwise `None`.
"""
if not self.task_id:
logger.debug('task_id is not set, cannot get task.')
return None
if self._current_task:
return self._current_task
logger.debug(
'Attempting to get task from store with id: %s', self.task_id
)
self._current_task = await self.task_store.get(
self.task_id, self._call_context
)
if self._current_task:
logger.debug('Task %s retrieved successfully.', self.task_id)
else:
logger.debug('Task %s not found.', self.task_id)
return self._current_task
async def save_task_event(
self, event: Task | TaskStatusUpdateEvent | TaskArtifactUpdateEvent
) -> Task | None:
"""Processes a task-related event (Task, Status, Artifact) and saves the updated task state.
Ensures task and context IDs match or are set from the event.
Args:
event: The task-related event (`Task`, `TaskStatusUpdateEvent`, or `TaskArtifactUpdateEvent`).
Returns:
The updated `Task` object after processing the event.
Raises:
InvalidParamsError: If the task ID in the event conflicts with the TaskManager's ID
when the TaskManager's ID is already set.
"""
task_id_from_event = (
event.id if isinstance(event, Task) else event.task_id
)
# If task id is known, make sure it is matched
if self.task_id and self.task_id != task_id_from_event:
raise InvalidParamsError(
message=f"Task in event doesn't match TaskManager {self.task_id} : {task_id_from_event}"
)
if not self.task_id:
self.task_id = task_id_from_event
if self.context_id and self.context_id != event.context_id:
raise InvalidParamsError(
message=f"Context in event doesn't match TaskManager {self.context_id} : {event.context_id}"
)
if not self.context_id:
self.context_id = event.context_id
logger.debug(
'Processing save of task event of type %s for task_id: %s',
type(event).__name__,
task_id_from_event,
)
if isinstance(event, Task):
await self._save_task(event)
return event
task: Task = await self.ensure_task(event)
if isinstance(event, TaskStatusUpdateEvent):
logger.debug(
'Updating task %s status to: %s', task.id, event.status.state
)
if task.status.HasField('message'):
task.history.append(task.status.message)
if event.metadata:
task.metadata.MergeFrom(event.metadata)
task.status.CopyFrom(event.status)
else:
logger.debug('Appending artifact to task %s', task.id)
append_artifact_to_task(task, event)
await self._save_task(task)
return task
async def ensure_task(
self, event: TaskStatusUpdateEvent | TaskArtifactUpdateEvent
) -> Task:
"""Ensures a Task object exists in memory, loading from store or creating new if needed.
Args:
event: The task-related event triggering the need for a Task object.
Returns:
An existing or newly created `Task` object.
"""
task: Task | None = self._current_task
if not task and self.task_id:
logger.debug(
'Attempting to retrieve existing task with id: %s', self.task_id
)
task = await self.task_store.get(self.task_id, self._call_context)
if not task:
logger.info(
'Task not found or task_id not set. Creating new task for event (task_id: %s, context_id: %s).',
event.task_id,
event.context_id,
)
# streaming agent did not previously stream task object.
# Create a task object with the available information and persist the event
task = self._init_task_obj(event.task_id, event.context_id)
await self._save_task(task)
return task
async def process(self, event: Event) -> Event:
"""Processes an event, updates the task state if applicable, stores it, and returns the event.
If the event is task-related (`Task`, `TaskStatusUpdateEvent`, `TaskArtifactUpdateEvent`),
the internal task state is updated and persisted.
Args:
event: The event object received from the agent.
Returns:
The same event object that was processed.
"""
if isinstance(
event, Task | TaskStatusUpdateEvent | TaskArtifactUpdateEvent
):
await self.save_task_event(event)
return event
def _init_task_obj(self, task_id: str, context_id: str) -> Task:
"""Initializes a new task object in memory.
Args:
task_id: The ID for the new task.
context_id: The context ID for the new task.
Returns:
A new `Task` object with initial status and potentially the initial message in history.
"""
logger.debug(
'Initializing new Task object with task_id: %s, context_id: %s',
task_id,
context_id,
)
history = [self._initial_message] if self._initial_message else []
return Task(
id=task_id,
context_id=context_id,
status=TaskStatus(state=TaskState.TASK_STATE_SUBMITTED),
history=history,
)
async def _save_task(self, task: Task) -> None:
"""Saves the given task to the task store and updates the in-memory `_current_task`.
Args:
task: The `Task` object to save.
"""
logger.debug('Saving task with id: %s', task.id)
await self.task_store.save(task, self._call_context)
self._current_task = task
if not self.task_id:
logger.info('New task created with id: %s', task.id)
self.task_id = task.id
self.context_id = task.context_id
def update_with_message(self, message: Message, task: Task) -> Task:
"""Updates a task object in memory by adding a new message to its history.
If the task has a message in its current status, that message is moved
to the history first.
Args:
message: The new `Message` to add to the history.
task: The `Task` object to update.
Returns:
The updated `Task` object (updated in-place).
"""
if task.status.HasField('message'):
task.history.append(task.status.message)
task.status.ClearField('message')
task.history.append(message)
self._current_task = task
return task