generated from daniil-berg/boilerplate-py
docstrings for BaseTaskPool
class
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@ -14,7 +14,7 @@ class AlreadyCancelled(TaskEnded):
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pass
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class AlreadyFinished(TaskEnded):
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class AlreadyEnded(TaskEnded):
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pass
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@ -46,10 +46,22 @@ class BaseTaskPool:
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@property
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def pool_size(self) -> int:
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"""Returns the maximum number of concurrently running tasks currently set in the pool."""
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return self._pool_size
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@pool_size.setter
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def pool_size(self, value: int) -> None:
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"""
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Sets the maximum number of concurrently running tasks in the pool.
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Args:
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value:
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A non-negative integer.
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NOTE: Increasing the pool size will immediately start tasks that are awaiting enough room to run.
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Raises:
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`ValueError` if `value` is less than 0.
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"""
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if value < 0:
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raise ValueError("Pool size can not be less than 0")
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self._enough_room._value = value
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@ -107,6 +119,17 @@ class BaseTaskPool:
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return f'{self}_Task-{task_id}'
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async def _task_cancellation(self, task_id: int, custom_callback: CancelCallbackT = None) -> None:
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"""
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Universal callback to be run upon any task in the pool being cancelled.
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Required for keeping track of running/cancelled tasks and proper logging.
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Args:
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task_id:
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The ID of the task that has been cancelled.
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custom_callback (optional):
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A callback to execute after cancellation of the task.
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It is run at the end of this function with the `task_id` as its only positional argument.
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"""
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log.debug("Cancelling %s ...", self._task_name(task_id))
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self._cancelled[task_id] = self._running.pop(task_id)
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self._num_cancelled += 1
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@ -114,6 +137,18 @@ class BaseTaskPool:
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await _execute_function(custom_callback, args=(task_id, ))
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async def _task_ending(self, task_id: int, custom_callback: EndCallbackT = None) -> None:
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"""
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Universal callback to be run upon any task in the pool ending its work.
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Required for keeping track of running/cancelled/ended tasks and proper logging.
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Also releases room in the task pool for potentially waiting tasks.
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Args:
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task_id:
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The ID of the task that has reached its end.
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custom_callback (optional):
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A callback to execute after the task has ended.
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It is run at the end of this function with the `task_id` as its only positional argument.
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"""
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try:
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self._ended[task_id] = self._running.pop(task_id)
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except KeyError:
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@ -125,6 +160,22 @@ class BaseTaskPool:
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async def _task_wrapper(self, awaitable: Awaitable, task_id: int, end_callback: EndCallbackT = None,
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cancel_callback: CancelCallbackT = None) -> Any:
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"""
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Universal wrapper around every task to be run in the pool.
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Returns/raises whatever the wrapped coroutine does.
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Args:
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awaitable:
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The actual coroutine to be run within the task pool.
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task_id:
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The ID of the newly created task.
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end_callback (optional):
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A callback to execute after the task has ended.
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It is run with the `task_id` as its only positional argument.
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cancel_callback (optional):
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A callback to execute after cancellation of the task.
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It is run with the `task_id` as its only positional argument.
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"""
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log.info("Started %s", self._task_name(task_id))
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try:
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return await awaitable
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@ -135,6 +186,26 @@ class BaseTaskPool:
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async def _start_task(self, awaitable: Awaitable, ignore_closed: bool = False, end_callback: EndCallbackT = None,
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cancel_callback: CancelCallbackT = None) -> int:
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"""
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Starts a coroutine as a new task in the pool.
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This method blocks, **only if** there the pool is full.
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Returns/raises whatever the wrapped coroutine does.
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Args:
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awaitable:
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The actual coroutine to be run within the task pool.
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ignore_closed (optional):
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If `True`, even if the pool is closed, the task will still be started.
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end_callback (optional):
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A callback to execute after the task has ended.
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It is run with the `task_id` as its only positional argument.
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cancel_callback (optional):
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A callback to execute after cancellation of the task.
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It is run with the `task_id` as its only positional argument.
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Raises:
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`asyncio_taskpool.exceptions.PoolIsClosed` if the pool has been closed and `ignore_closed` is `False`.
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"""
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if not (self.is_open or ignore_closed):
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raise exceptions.PoolIsClosed("Cannot start new tasks")
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await self._enough_room.acquire()
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@ -151,38 +222,110 @@ class BaseTaskPool:
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return task_id
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def _get_running_task(self, task_id: int) -> Task:
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"""
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Gets a running task by its task ID.
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Args:
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task_id: The ID of a task still running within the pool.
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Raises:
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`asyncio_taskpool.exceptions.AlreadyCancelled` if the task with `task_id` has been (recently) cancelled.
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`asyncio_taskpool.exceptions.AlreadyEnded` if the task with `task_id` has ended (recently).
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`asyncio_taskpool.exceptions.InvalidTaskID` if no task with `task_id` is known to the pool.
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"""
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try:
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return self._running[task_id]
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except KeyError:
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if self._cancelled.get(task_id):
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raise exceptions.AlreadyCancelled(f"{self._task_name(task_id)} has already been cancelled")
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if self._ended.get(task_id):
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raise exceptions.AlreadyFinished(f"{self._task_name(task_id)} has finished running")
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raise exceptions.AlreadyEnded(f"{self._task_name(task_id)} has finished running")
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raise exceptions.InvalidTaskID(f"No task with ID {task_id} found in {self}")
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def _cancel_task(self, task_id: int, msg: str = None) -> None:
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"""
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Cancels the running task with the specified ID.
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Args:
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task_id: The ID of a task running within the pool that should be cancelled.
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msg (optional): Passed to the `Task.cancel()` method.
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"""
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self._get_running_task(task_id).cancel(msg=msg)
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def cancel(self, *task_ids: int, msg: str = None) -> None:
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"""
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Cancels the tasks with the specified IDs.
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Each task ID must belong to a task still running within the pool. Otherwise one of the following exceptions will
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be raised:
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- `AlreadyCancelled` if one of the `task_ids` belongs to a task that has been (recently) cancelled.
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- `AlreadyEnded` if one of the `task_ids` belongs to a task that has ended (recently).
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- `InvalidTaskID` if any of the `task_ids` is not known to the pool.
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Note that once a pool has been flushed, any IDs of tasks that have ended previously will be forgotten.
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Args:
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task_ids:
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Arbitrary number of integers. Each must be an ID of a task still running within the pool.
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msg (optional):
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Passed to the `Task.cancel()` method of every task specified by the `task_ids`.
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"""
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tasks = [self._get_running_task(task_id) for task_id in task_ids]
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for task in tasks:
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task.cancel(msg=msg)
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async def cancel_all(self, msg: str = None) -> None:
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"""
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Cancels all tasks still running within the pool.
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This method blocks, **only if** a currently unknown number of coroutine functions have been registered to be
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run as tasks. This can happen, if for example the `TaskPool.map` method was called with `num_tasks` set to a
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number smaller than the number of arguments from `args_iter`.
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TODO: Consider changing this behaviour.
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Args:
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msg (optional):
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Passed to the `Task.cancel()` method of every task specified by the `task_ids`.
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"""
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await self._all_tasks_known_flag.wait()
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for task in self._running.values():
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task.cancel(msg=msg)
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async def flush(self, return_exceptions: bool = False):
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"""
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Calls `asyncio.gather` on all ended/cancelled tasks from the task pool, returns their results, and forgets them.
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This method blocks, **only if** any of the tasks block while catching a `asyncio.CancelledError` or any of the
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callbacks registered for the tasks block.
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Args:
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return_exceptions (optional): Passed directly into `gather`.
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"""
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results = await gather(*self._ended.values(), *self._cancelled.values(), return_exceptions=return_exceptions)
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self._ended = self._cancelled = {}
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return results
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def close(self) -> None:
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"""Disallows any more tasks to be started in the pool."""
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self._open = False
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log.info("%s is closed!", str(self))
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async def gather(self, return_exceptions: bool = False):
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"""
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Calls `asyncio.gather` on all tasks from the task pool, returns their results, and forgets them.
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The `close()` method must have been called prior to this.
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This method blocks, if a currently unknown number of coroutine functions have been registered to be run as
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tasks. This can happen, if for example the `TaskPool.map` method was called with `num_tasks` set to a number
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smaller than the number of arguments from `args_iter`.
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TODO: Consider changing this behaviour.
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This method also blocks, if any of the tasks block while catching a `asyncio.CancelledError` or any of the
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callbacks registered for the tasks block.
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Args:
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return_exceptions (optional): Passed directly into `gather`.
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Raises:
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`asyncio_taskpool.exceptions.PoolStillOpen` if the pool has not been closed yet.
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"""
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if self._open:
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raise exceptions.PoolStillOpen("Pool must be closed, before tasks can be gathered")
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await self._all_tasks_known_flag.wait()
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