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feat: add flow control for message publishing (#96)
* feat: add publish flow control settings * Add flow control logic to publisher client * Add flow control support for multiple add() threads * Raise publish flow control errors through futures * Include load info in debug log messages * Remove incorrect comment in a test * Remove comment about an error not directly raised * Remove redundant check for reservation exsistence * Change exception for publishing too large a message * Add internal sanity check for byte reservations * Reword the docstring on flow control limits error
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# Copyright 2020, Google LLC All rights reserved. | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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from collections import deque | ||
import logging | ||
import threading | ||
import warnings | ||
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from google.cloud.pubsub_v1 import types | ||
from google.cloud.pubsub_v1.publisher import exceptions | ||
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_LOGGER = logging.getLogger(__name__) | ||
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class _QuantityReservation(object): | ||
"""A (partial) reservation of a quantifiable resource.""" | ||
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def __init__(self, reserved, needed): | ||
self.reserved = reserved | ||
self.needed = needed | ||
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class FlowController(object): | ||
"""A class used to control the flow of messages passing through it. | ||
Args: | ||
settings (~google.cloud.pubsub_v1.types.PublishFlowControl): | ||
Desired flow control configuration. | ||
""" | ||
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def __init__(self, settings): | ||
self._settings = settings | ||
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# Load statistics. They represent the number of messages added, but not | ||
# yet released (and their total size). | ||
self._message_count = 0 | ||
self._total_bytes = 0 | ||
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# A FIFO queue of threads blocked on adding a message, from first to last. | ||
# Only relevant if the configured limit exceeded behavior is BLOCK. | ||
self._waiting = deque() | ||
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# Reservations of available flow control bytes by the waiting threads. | ||
# Each value is a _QuantityReservation instance. | ||
self._byte_reservations = dict() | ||
self._reserved_bytes = 0 | ||
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# The lock is used to protect all internal state (message and byte count, | ||
# waiting threads to add, etc.). | ||
self._operational_lock = threading.Lock() | ||
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# The condition for blocking the flow if capacity is exceeded. | ||
self._has_capacity = threading.Condition(lock=self._operational_lock) | ||
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def add(self, message): | ||
"""Add a message to flow control. | ||
Adding a message updates the internal load statistics, and an action is | ||
taken if these limits are exceeded (depending on the flow control settings). | ||
Args: | ||
message (:class:`~google.cloud.pubsub_v1.types.PubsubMessage`): | ||
The message entering the flow control. | ||
Raises: | ||
:exception:`~pubsub_v1.publisher.exceptions.FlowControlLimitError`: | ||
Raised when the desired action is | ||
:attr:`~google.cloud.pubsub_v1.types.LimitExceededBehavior.ERROR` and | ||
the message would exceed flow control limits, or when the desired action | ||
is :attr:`~google.cloud.pubsub_v1.types.LimitExceededBehavior.BLOCK` and | ||
the message would block forever against the flow control limits. | ||
""" | ||
if self._settings.limit_exceeded_behavior == types.LimitExceededBehavior.IGNORE: | ||
return | ||
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with self._operational_lock: | ||
if not self._would_overflow(message): | ||
self._message_count += 1 | ||
self._total_bytes += message.ByteSize() | ||
return | ||
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# Adding a message would overflow, react. | ||
if ( | ||
self._settings.limit_exceeded_behavior | ||
== types.LimitExceededBehavior.ERROR | ||
): | ||
# Raising an error means rejecting a message, thus we do not | ||
# add anything to the existing load, but we do report the would-be | ||
# load if we accepted the message. | ||
load_info = self._load_info( | ||
message_count=self._message_count + 1, | ||
total_bytes=self._total_bytes + message.ByteSize(), | ||
) | ||
error_msg = "Flow control limits would be exceeded - {}.".format( | ||
load_info | ||
) | ||
raise exceptions.FlowControlLimitError(error_msg) | ||
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assert ( | ||
self._settings.limit_exceeded_behavior | ||
== types.LimitExceededBehavior.BLOCK | ||
) | ||
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# Sanity check - if a message exceeds total flow control limits all | ||
# by itself, it would block forever, thus raise error. | ||
if ( | ||
message.ByteSize() > self._settings.byte_limit | ||
or self._settings.message_limit < 1 | ||
): | ||
load_info = self._load_info( | ||
message_count=1, total_bytes=message.ByteSize() | ||
) | ||
error_msg = ( | ||
"Total flow control limits too low for the message, " | ||
"would block forever - {}.".format(load_info) | ||
) | ||
raise exceptions.FlowControlLimitError(error_msg) | ||
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current_thread = threading.current_thread() | ||
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while self._would_overflow(message): | ||
if current_thread not in self._byte_reservations: | ||
self._waiting.append(current_thread) | ||
self._byte_reservations[current_thread] = _QuantityReservation( | ||
reserved=0, needed=message.ByteSize() | ||
) | ||
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_LOGGER.debug( | ||
"Blocking until there is enough free capacity in the flow - " | ||
"{}.".format(self._load_info()) | ||
) | ||
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self._has_capacity.wait() | ||
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_LOGGER.debug( | ||
"Woke up from waiting on free capacity in the flow - " | ||
"{}.".format(self._load_info()) | ||
) | ||
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# Message accepted, increase the load and remove thread stats. | ||
self._message_count += 1 | ||
self._total_bytes += message.ByteSize() | ||
self._reserved_bytes -= self._byte_reservations[current_thread].reserved | ||
del self._byte_reservations[current_thread] | ||
self._waiting.remove(current_thread) | ||
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def release(self, message): | ||
"""Release a mesage from flow control. | ||
Args: | ||
message (:class:`~google.cloud.pubsub_v1.types.PubsubMessage`): | ||
The message entering the flow control. | ||
""" | ||
if self._settings.limit_exceeded_behavior == types.LimitExceededBehavior.IGNORE: | ||
return | ||
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with self._operational_lock: | ||
# Releasing a message decreases the load. | ||
self._message_count -= 1 | ||
self._total_bytes -= message.ByteSize() | ||
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if self._message_count < 0 or self._total_bytes < 0: | ||
warnings.warn( | ||
"Releasing a message that was never added or already released.", | ||
category=RuntimeWarning, | ||
stacklevel=2, | ||
) | ||
self._message_count = max(0, self._message_count) | ||
self._total_bytes = max(0, self._total_bytes) | ||
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self._distribute_available_bytes() | ||
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# If at least one thread waiting to add() can be unblocked, wake them up. | ||
if self._ready_to_unblock(): | ||
_LOGGER.debug("Notifying threads waiting to add messages to flow.") | ||
self._has_capacity.notify_all() | ||
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def _distribute_available_bytes(self): | ||
"""Distribute availalbe free capacity among the waiting threads in FIFO order. | ||
The method assumes that the caller has obtained ``_operational_lock``. | ||
""" | ||
available = self._settings.byte_limit - self._total_bytes - self._reserved_bytes | ||
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for thread in self._waiting: | ||
if available <= 0: | ||
break | ||
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reservation = self._byte_reservations[thread] | ||
still_needed = reservation.needed - reservation.reserved | ||
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# Sanity check for any internal inconsistencies. | ||
if still_needed < 0: | ||
msg = "Too many bytes reserved: {} / {}".format( | ||
reservation.reserved, reservation.needed | ||
) | ||
warnings.warn(msg, category=RuntimeWarning) | ||
still_needed = 0 | ||
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can_give = min(still_needed, available) | ||
reservation.reserved += can_give | ||
self._reserved_bytes += can_give | ||
available -= can_give | ||
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def _ready_to_unblock(self): | ||
"""Determine if any of the threads waiting to add a message can proceed. | ||
The method assumes that the caller has obtained ``_operational_lock``. | ||
Returns: | ||
bool | ||
""" | ||
if self._waiting: | ||
# It's enough to only check the head of the queue, because FIFO | ||
# distribution of any free capacity. | ||
reservation = self._byte_reservations[self._waiting[0]] | ||
return ( | ||
reservation.reserved >= reservation.needed | ||
and self._message_count < self._settings.message_limit | ||
) | ||
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return False | ||
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def _would_overflow(self, message): | ||
"""Determine if accepting a message would exceed flow control limits. | ||
The method assumes that the caller has obtained ``_operational_lock``. | ||
Args: | ||
message (:class:`~google.cloud.pubsub_v1.types.PubsubMessage`): | ||
The message entering the flow control. | ||
Returns: | ||
bool | ||
""" | ||
reservation = self._byte_reservations.get(threading.current_thread()) | ||
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if reservation: | ||
enough_reserved = reservation.reserved >= reservation.needed | ||
else: | ||
enough_reserved = False | ||
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bytes_taken = self._total_bytes + self._reserved_bytes + message.ByteSize() | ||
size_overflow = bytes_taken > self._settings.byte_limit and not enough_reserved | ||
msg_count_overflow = self._message_count + 1 > self._settings.message_limit | ||
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return size_overflow or msg_count_overflow | ||
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def _load_info(self, message_count=None, total_bytes=None, reserved_bytes=None): | ||
"""Return the current flow control load information. | ||
The caller can optionally adjust some of the values to fit its reporting | ||
needs. | ||
The method assumes that the caller has obtained ``_operational_lock``. | ||
Args: | ||
message_count (Optional[int]): | ||
The value to override the current message count with. | ||
total_bytes (Optional[int]): | ||
The value to override the current total bytes with. | ||
reserved_bytes (Optional[int]): | ||
The value to override the current number of reserved bytes with. | ||
Returns: | ||
str | ||
""" | ||
msg = "messages: {} / {}, bytes: {} / {} (reserved: {})" | ||
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if message_count is None: | ||
message_count = self._message_count | ||
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if total_bytes is None: | ||
total_bytes = self._total_bytes | ||
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if reserved_bytes is None: | ||
reserved_bytes = self._reserved_bytes | ||
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return msg.format( | ||
message_count, | ||
self._settings.message_limit, | ||
total_bytes, | ||
self._settings.byte_limit, | ||
reserved_bytes, | ||
) |
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