def multi_future(
    children: Union[List[_Yieldable], Dict[Any, _Yieldable]],
    quiet_exceptions: "Union[Type[Exception], Tuple[Type[Exception], ...]]" = (),
) -> "Union[Future[List], Future[Dict]]":
    """Wait for multiple asynchronous futures in parallel.

    Since Tornado 6.0, this function is exactly the same as `multi`.

    .. versionadded:: 4.0

    .. versionchanged:: 4.2
       If multiple ``Futures`` fail, any exceptions after the first (which is
       raised) will be logged. Added the ``quiet_exceptions``
       argument to suppress this logging for selected exception types.

    .. deprecated:: 4.3
       Use `multi` instead.
    """
    if isinstance(children, dict):
        keys = list(children.keys())  # type: Optional[List]
        children_seq = children.values()  # type: Iterable
    else:
        keys = None
        children_seq = children
    children_futs = list(map(convert_yielded, children_seq))
    assert all(is_future(i) or isinstance(i, _NullFuture) for i in children_futs)
    unfinished_children = set(children_futs)

    future = _create_future()
    if not children_futs:
        future_set_result_unless_cancelled(future, {} if keys is not None else [])

    def callback(fut: Future) -> None:
        unfinished_children.remove(fut)
        if not unfinished_children:
            result_list = []
            for f in children_futs:
                try:
                    result_list.append(f.result())
                except Exception as e:
                    if future.done():
                        if not isinstance(e, quiet_exceptions):
                            app_log.error(
                                "Multiple exceptions in yield list", exc_info=True
                            )
                    else:
                        future_set_exc_info(future, sys.exc_info())
            if not future.done():
                if keys is not None:
                    future_set_result_unless_cancelled(
                        future, dict(zip(keys, result_list))
                    )
                else:
                    future_set_result_unless_cancelled(future, result_list)

    listening = set()  # type: Set[Future]
    for f in children_futs:
        if f not in listening:
            listening.add(f)
            future_add_done_callback(f, callback)
    return future
Wait for multiple asynchronous futures in parallel.

    Since Tornado 6.0, this function is exactly the same as `multi`.

    .. versionadded:: 4.0

    .. versionchanged:: 4.2
       If multiple ``Futures`` fail, any exceptions after the first (which is
       raised) will be logged. Added the ``quiet_exceptions``
       argument to suppress this logging for selected exception types.

    .. deprecated:: 4.3
       Use `multi` instead.