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我正在使用 GCP pubsublite,带有一个分区的天真主题,一些消息。Python 客户端库。执行标准订阅、订阅客户端、subscribe回调方法。从调用方法到收到第一条消息之间,大约需要 30 秒。后续消息很快,因为它们已经在缓存中。

关于极长发作的问题:预期吗?还是有一些常见的嫌疑人?

感谢指点。

编辑:代码粘贴在下面。它在编辑凭据后在 Docker 中运行。我的打印输出是

[2022-02-22 14:22:36.162 __main__]  subscribe started
[2022-02-22 14:23:09.187 __main__]  got 1
[2022-02-22 14:23:09.189 __main__]  got 2
[2022-02-22 14:23:09.189 __main__]  got 3
# Using python 3.8

from __future__ import annotations

import logging
import pickle
import queue
import uuid
from contextlib import contextmanager

from google.api_core.exceptions import AlreadyExists
from google.cloud.pubsublite import AdminClient, PubSubMessage
from google.cloud.pubsublite import Reservation as GCPReservation
from google.cloud.pubsublite import Subscription as GCPSubscription
from google.cloud.pubsublite import Topic as GCPTopic
from google.cloud.pubsublite.cloudpubsub import (PublisherClient,
                                                 SubscriberClient)
from google.cloud.pubsublite.types import (BacklogLocation, CloudZone,
                                           LocationPath,
                                           ReservationPath, SubscriptionPath,
                                           TopicPath,
                                           )
from google.cloud.pubsublite.types import FlowControlSettings
from google.oauth2.service_account import Credentials


logging.getLogger('google.cloud').setLevel(logging.WARNING)

logger = logging.getLogger(__name__)

FORMAT = '[%(asctime)s.%(msecs)03d %(name)s]  %(message)s'
logging.basicConfig(format=FORMAT, level=logging.INFO, datefmt='%Y-%m-%d %H:%M:%S')


class Account:
    def __init__(self,
                 project_id: str,
                 region: str,
                 zone: str,
                 credentials: Credentials,
                 ):
        self.project_id = project_id
        self.region = region
        self.zone = CloudZone.parse(zone)
        self.credentials = credentials
        self.client = AdminClient(region=region, credentials=credentials)

    def location_path(self) -> LocationPath:
        return LocationPath(self.project_id, self.zone)

    def reservation_path(self, name: str) -> ReservationPath:
        return ReservationPath(self.project_id, self.region, name)

    def topic_path(self, name: str) -> TopicPath:
        return TopicPath(self.project_id, self.zone, name)

    def subscription_path(self, name: str) -> SubscriptionPath:
        return SubscriptionPath(self.project_id, self.zone, name)

    def create_reservation(self, name: str, *, capacity: int = 32) -> None:
        path = self.reservation_path(name)
        reservation = GCPReservation(name=str(path),
                                     throughput_capacity=capacity)
        self.client.create_reservation(reservation)
        # logger.info('reservation %s created', name)

    def create_topic(self,
                     name: str,
                     *,
                     partition_count: int = 1,
                     partition_size_gib: int = 30,
                     reservation_name: str = 'default') -> Topic:
        # A topic name can not be reused within one hour of deletion.
        top_path = self.topic_path(name)
        res_path = self.reservation_path(reservation_name)

        topic = GCPTopic(
            name=str(top_path),
            partition_config=GCPTopic.PartitionConfig(count=partition_count),
            retention_config=GCPTopic.RetentionConfig(
                per_partition_bytes=partition_size_gib * 1024 * 1024 * 1024),
            reservation_config=GCPTopic.ReservationConfig(
                throughput_reservation=str(res_path)))

        self.client.create_topic(topic)
        # logger.info('topic %s created', name)

        return Topic(name, self)

    def delete_topic(self, name: str) -> None:
        path = self.topic_path(name)
        self.client.delete_topic(path)
        # logger.info('topic %s deleted', name)

    def get_topic(self, name: str) -> Topic:
        return Topic(name, self)


class Topic:

    def __init__(self, name: str, account: Account):
        self.account = account
        self.name = name
        self._path = self.account.topic_path(name)

    def create_subscription(self, name: str) -> Subscription:
        path = self.account.subscription_path(name)
        Conf = GCPSubscription.DeliveryConfig
        subscription = GCPSubscription(
            name=str(path),
            topic=str(self._path),
            delivery_config=Conf(delivery_requirement=Conf.DeliveryRequirement.DELIVER_IMMEDIATELY))

        self.account.client.create_subscription(subscription, BacklogLocation.BEGINNING)
        # logger.info('subscription %s created for topic %s', name, self.name)

        return Subscription(name, self)

    def delete_subscription(self, name: str) -> None:
        path = self.account.subscription_path(name)
        self.account.client.delete_subscription(path)
        # logger.info('subscription %s deleted from topic %s', name, self.name)

    def get_subscription(self, name: str):
        return Subscription(name, self)

    @contextmanager
    def get_publisher(self, **kwargs):
        with Publisher(self, **kwargs) as pub:
            yield pub


class Publisher:
    def __init__(self, topic: Topic):
        self.topic = topic
        self._publisher = None

    def __enter__(self):
        self._publisher = PublisherClient(credentials=self.topic.account.credentials)
        self._publisher = self._publisher.__enter__()
        return self

    def __exit__(self, *args, **kwargs):
        self._publisher.__exit__(*args, **kwargs)

    def put(self, data) -> None:
        fut = self._publisher.publish(self.topic._path, pickle.dumps(data))
        fut.result()


class Subscription:
    def __init__(self, name: str, topic: Topic):
        self.topic = topic
        self.name = name
        self._path = topic.account.subscription_path(name)

    @contextmanager
    def get_subscriber(self):
        with Subscriber(self) as sub:
            yield sub


class Subscriber:
    def __init__(self, subscription: Subscription):
        self.subscription = subscription
        self._messages = queue.Queue()
        self._subscriber = None
        self._subscribe_task = None

    def __enter__(self):
        def callback(msg: PubSubMessage):
            logger.info('got %s', pickle.loads(msg.data))
            self._messages.put(msg)

        flowcontrol = FlowControlSettings(
                messages_outstanding=1000, bytes_outstanding=10*1024*1024)
        self._subscriber = SubscriberClient(credentials=self.subscription.topic.account.credentials)
        self._subscriber.__enter__()
        self._subscribe_task = self._subscriber.subscribe(self.subscription._path, callback, flowcontrol)
        logger.info('subscribe started')
        return self

    def __exit__(self, *args, **kwargs):
        self._subscribe_task.cancel()
        self._subscribe_task.result()
        self._subscriber.__exit__(*args, **kwargs)

    def get(self):
        msg = self._messages.get()
        msg.ack()
        return pickle.loads(msg.data)


def get_account() -> Account:
    return Account(project_id='--fill-in--',
                   region='us-central1',
                   zone='us-central1-a',
                   credentials='--fill-in--')


# This test shows that it takes extremely long to get the first messsage
# in `subscribe`.
def test(account):
    name = 'test-' + str(uuid.uuid4())
    topic = account.create_topic(name)
    try:
        with topic.get_publisher() as p:
            p.put(1)
            p.put(2)
            p.put(3)

        sub = topic.create_subscription(name)
        try:
            with sub.get_subscriber() as s:
                z = s.get()
                z = s.get()
                z = s.get()
        finally:
            topic.delete_subscription(name)
    finally:
        account.delete_topic(name)


if __name__ == '__main__':
    a = get_account()
    try:
        a.create_reservation('default')
    except AlreadyExists:
        pass

    test(a)
4

1 回答 1

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谷歌支持确认缓慢是预期的行为。他们计划将此添加到公共文档中:

“订阅者的寿命预计会很长。如果订阅没有当前订阅者,则创建第一个订阅者可能需要长达 1 分钟才能开始接收消息。”

于 2022-02-25T02:37:49.450 回答