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feat: add flow control for message publishing #96
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e6d27b1
feat: add publish flow control settings
plamut 7e78317
Add flow control logic to publisher client
plamut 2fe776f
Add flow control support for multiple add() threads
plamut ac9af40
Raise publish flow control errors through futures
plamut 6d79cba
Include load info in debug log messages
plamut 64fd9a1
Remove incorrect comment in a test
plamut 5036c86
Merge branch 'master' into iss-72
plamut 3ea8df0
Merge branch 'master' into iss-72
plamut b7a40f8
Remove comment about an error not directly raised
plamut 6bcd9ce
Remove redundant check for reservation exsistence
plamut 3689228
Change exception for publishing too large a message
plamut a0c771a
Add internal sanity check for byte reservations
plamut f8d6c60
Reword the docstring on flow control limits error
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| Original file line number | Diff line number | Diff line change |
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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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|
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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. | ||
|
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| 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. | ||
|
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| Adding a message updates the internal load statistics, and an action is | ||
| taken if these limits are exceeded (depending on the flow control settings). | ||
|
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| Args: | ||
| message (:class:`~google.cloud.pubsub_v1.types.PubsubMessage`): | ||
| The message entering the flow control. | ||
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| 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 | ||
|
|
||
| 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. | ||
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|
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| 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. | ||
|
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| 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: | ||
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|
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| 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. | ||
|
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| The method assumes that the caller has obtained ``_operational_lock``. | ||
|
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| 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 | ||
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|
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| 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. | ||
|
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| The method assumes that the caller has obtained ``_operational_lock``. | ||
|
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| Args: | ||
| message (:class:`~google.cloud.pubsub_v1.types.PubsubMessage`): | ||
| The message entering the flow control. | ||
|
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| 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. | ||
|
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| The caller can optionally adjust some of the values to fit its reporting | ||
| needs. | ||
|
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| The method assumes that the caller has obtained ``_operational_lock``. | ||
|
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| 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. | ||
|
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| 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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