如何通过ConsumerGroup控制处理消息的并发性 [英] How to control the concurrency of processing messages by ConsumerGroup

问题描述

我正在使用kafka-node ConsumerGroup来消费主题中的消息. ConsumerGroup在使用一条消息时需要调用一个外部API，这甚至可能需要一秒钟的时间才能响应. 我希望控制队列中的下一条消息的消耗，直到我从API获得响应为止，以便按顺序处理这些消息.

I am using kafka-node ConsumerGroup to consume message from a topic. The ConsumerGroup when consumes a message requires calling an external API, which might even take a second to response. I wish to control consuming next message from the queue until I get the response from the API, so that the messages are processed sequentially.

我应如何控制此行为?

How should I control this behavior?

推荐答案

这是我们一次实现处理1条消息的方式:

This is how we have implemented processing of 1 message at a time:

var async = require('async'); //npm install async

//intialize a local worker queue with concurrency as 1 (only 1 event is processed at a time)
var q = async.queue(function(message, cb) {
          processMessage(message).then(function(ep) {
          cb(); //this marks the completion of the processing by the worker
        });
}, 1);

// a callback function, invoked when queue is empty. 
q.drain = function() {
    consumerGroup.resume(); //resume listening new messages from the Kafka consumer group
};

//on receipt of message from kafka, push the message to local queue, which then will be processed by worker
function onMessage(message) {
  q.push(message, function (err, result) {  
    if (err) { logger.error(err); return }      
  });
  consumerGroup.pause(); //Pause kafka consumer group to not receive any more new messages
}

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