谷歌Pub/Sub是一个灵活、可靠的消息队列服务,它支持发布-订阅模式
maxMessages
参数,您可以限制每次拉取操作中获取的消息数量。这有助于实现显式NACK的需求,因为您可以在处理消息后,通过再次调用pull()
方法来获取新的消息。from google.cloud import pubsub_v1
subscriber = pubsub_v1.SubscriberClient()
subscription_path = subscriber.subscription_path("your-project-id", "your-subscription-id")
def callback(message):
print(f"Received message: {message}")
message.ack()
streaming_pull_future = subscriber.subscribe(subscription_path, callback=callback)
streaming_pull_future.result()
callback
函数中,可以通过message.nack()
方法显式地拒绝并重新排队一个消息。这将导致Pub/Sub重新投递该消息给订阅者。请注意,还需要确保消息处理逻辑能够处理重试次数和频率。def callback(message):
try:
print(f"Received message: {message}")
# 处理消息
message.ack()
except Exception as e:
print(f"Error processing message: {e}")
message.nack() # 显式地拒绝并重新排队消息
dead_letter_policy
,以便在消息达到最大重试次数后,将其发送到死信队列。这样,您可以可以对死信队列中的消息进行单独处理,例如记录或手动修复问题。from google.api_core.exceptions import NotFound
from google.cloud.pubsub_v1 import SubscriberClient
from google.cloud.pubsub_v1.subscriber.message import Message
subscriber = SubscriberClient()
subscription_path = subscriber.subscription_path("your-project-id", "your-subscription-id")
# 创建死信队列的订阅
try:
dlq_subscription = subscriber.create_subscription(
request={"name": "projects/your-project-id/subscriptions/your-dead-letter-subscription-id"}
)
except NotFound:
dlq_subscription = subscriber.get_subscription(request={"subscription": "projects/your-project-id/subscriptions/your-dead-letter-subscription-id"})
policy = {
"dead_letter_policy": {
"dead_letter_topic": dlq_subscription.name,
"max_delivery_attempts": 5,
}
}
subscriber.modify_subscription(request={"subscription": subscription_path, "dead_letter_policy": policy})
通过结合这些方法,您可以实现带有拉功能的显式NACK,以便在处理消息时更好地控制消息的重试和重新排队。