kafka相关

本文深入探讨Kafka消息队列的技术架构与集群工作原理,介绍如何使用Golang与sarama库进行消息的生产和消费,包括配置SASL认证与TLS加密,以及通过实例演示如何实现消息的发布与订阅。

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kafka作为一种常用的消息队列,经历了大家的检验。他的技术架构(集群)如下所示:
       一个集群可以有多个broker,每台机器都部署了kafka,作为一个broker。他们可以接收同一个topic的消息,可以根据partation来区分消息。接收方可以订阅对应的topic的partation。订阅方式有两种,一种是kafka给消费方推送消息,这种方式kafka需要自己维护根据消费方回调的各个数据是否正常被消费,复杂度过高,所以不推荐;一种是消费方主动从kafka拉取消息,这种方式需要死循环调用。

打算采用golang的方式来实现,用了大部分人用的包sarama,github.com/Shopify/sarama

这个编译之后可以直接发送消息,也可以指定partation来消费。

./main -h
./main -command producer -host 192.168.147.61:9092 -topic my_test 作为生产者
./main -command consumer -host 192.168.147.61:9092 -topic my_test --partition 0 作为消费者

package main

import (
	"flag"
	"fmt"
	"log"
	"os"
	"io/ioutil"
	"bufio"
	"strings"

	"crypto/tls"
	"crypto/x509"

	"github.com/Shopify/sarama"
)

var (
	command     string
	hosts       string
	topic       string
	partition   int
	saslEnable  bool
	username    string
	password    string
	tlsEnable   bool
	clientcert  string
	clientkey   string
	cacert      string
)

func main() {
	flag.StringVar(&command,    "command",      "consumer",         "consumer|producer")
	flag.StringVar(&hosts,      "host",         "localhost:9093",   "Common separated kafka hosts")
	flag.StringVar(&topic,      "topic",        "test--topic",      "Kafka topic")
	flag.IntVar(&partition,     "partition",    0,                  "Kafka topic partition")

	flag.BoolVar(&saslEnable,   "sasl",          false,             "SASL enable")
	flag.StringVar(&username,   "username",      "",                "SASL Username")
	flag.StringVar(&password,   "password",      "",                "SASL Password")

	flag.BoolVar(&tlsEnable,    "tls",          false,              "TLS enable")
	flag.StringVar(&clientcert, "cert",         "cert.pem",         "Client Certificate")
	flag.StringVar(&clientkey,  "key",          "key.pem",          "Client Key")
	flag.StringVar(&cacert,     "ca",           "ca.pem",           "CA Certificate")
	flag.Parse()

	config := sarama.NewConfig()
	if saslEnable {
		config.Net.SASL.Enable   = true
		config.Net.SASL.User     = username
		config.Net.SASL.Password = password
	}

	if tlsEnable {
		//sarama.Logger = log.New(os.Stdout, "[sarama] ", log.LstdFlags)
		tlsConfig, err := genTLSConfig(clientcert, clientkey, cacert)
		if err != nil {
			log.Fatal(err)
		}

		config.Net.TLS.Enable = true
		config.Net.TLS.Config = tlsConfig
	}

	client, err := sarama.NewClient(strings.Split(hosts, ","), config)
	if err != nil {
		log.Fatalf("unable to create kafka client: %q", err)
	}

	if command == "consumer" {
		consumer, err := sarama.NewConsumerFromClient(client)
		if err != nil {
			log.Fatal(err)
		}
		defer consumer.Close()
		loopConsumer(consumer, topic, partition)
	} else {
		producer, err := sarama.NewAsyncProducerFromClient(client)
		if err != nil {
			log.Fatal(err)
		}
		defer producer.Close()
		loopProducer(producer, topic, partition)
	}
}

func genTLSConfig(clientcertfile, clientkeyfile, cacertfile string) (*tls.Config, error) {
	// load client cert
	clientcert, err := tls.LoadX509KeyPair(clientcertfile, clientkeyfile)
	if err != nil {
		return nil, err
	}

	// load ca cert pool
	cacert, err := ioutil.ReadFile(cacertfile)
	if err != nil {
		return nil, err
	}
	cacertpool := x509.NewCertPool()
	cacertpool.AppendCertsFromPEM(cacert)

	// generate tlcconfig
	tlsConfig := tls.Config{}
	tlsConfig.RootCAs = cacertpool
	tlsConfig.Certificates = []tls.Certificate{clientcert}
	tlsConfig.BuildNameToCertificate()
	// tlsConfig.InsecureSkipVerify = true // This can be used on test server if domain does not match cert:
	return &tlsConfig, err
}

func loopProducer(producer sarama.AsyncProducer, topic string, partition int) {
	scanner := bufio.NewScanner(os.Stdin)
	fmt.Print("> ")
	for scanner.Scan() {
		text := scanner.Text()
		if text == "" {
		} else if text == "exit" || text == "quit" {
			break
		} else {
			producer.Input() <- &sarama.ProducerMessage{Topic: topic, Key: nil, Value: sarama.StringEncoder(text)}
			log.Printf("Produced message: [%s]\n",text)
		}
		fmt.Print("> ")
	}
}

func loopConsumer(consumer sarama.Consumer, topic string, partition int) {
	partitionConsumer, err := consumer.ConsumePartition(topic, int32(partition), sarama.OffsetNewest)
	if err != nil {
		log.Println(err)
		return
	}
	defer partitionConsumer.Close()

	for {
		log.Printf("test-print-start")
		msg := <-partitionConsumer.Messages()
		log.Printf("test-print-end")
		log.Printf("Consumed message: [%s], offset: [%d]\n", msg.Value, msg.Offset)
	}
}

集群整体所有分区的获取方式为

集群上所有机器发的消息,所有的partation他都能收到

package main

import (
	"context"
	"fmt"
	"github.com/Shopify/sarama"
	"log"
	"os"
	"os/signal"
	"syscall"
	"time"
)

func main() {
    defer func() {
		time.Sleep(time.Second)
	}()
	// sarama的logger
	sarama.Logger = log.New(os.Stdout, fmt.Sprintf("[%s]", "consumer"), log.LstdFlags)
	//获取默认配置
	config := sarama.NewConfig()
	config.Version = sarama.V2_0_0_0
	config.Consumer.Offsets.Initial = sarama.OffsetNewest

	//kafka consumer client
	ctx, cancel := context.WithCancel(context.Background())
	client, err := sarama.NewConsumerGroup([]string{"192.168.147.61:9092"}, "group.kezhonglsclog", config)
	if err != nil {
		panic(err)
	}

	consumer := Consumer{}
	go func() {
		for {
			err := client.Consume(ctx, []string{"my_test"}, &consumer)
			if err != nil {
				// 5秒后重试
				time.Sleep(time.Second * 5)
			}
		}
	}()

	// os signal
	sigterm := make(chan os.Signal, 1)
	signal.Notify(sigterm, syscall.SIGINT, syscall.SIGTERM)

	<-sigterm

	cancel()
	err = client.Close()
	if err != nil {
		panic(err)
	}
}

type Consumer struct {
}

func (consumer *Consumer) Setup(s sarama.ConsumerGroupSession) error {
	return nil
}

func (consumer *Consumer) Cleanup(s sarama.ConsumerGroupSession) error {
	return nil
}
//具体的处理方法
func (consumer *Consumer) ConsumeClaim(session sarama.ConsumerGroupSession, claim sarama.ConsumerGroupClaim) error {
	for message := range claim.Messages() {
		key := string(message.Key)
		val := string(message.Value)
		topic := string(message.Topic)
		partition := message.Partition
		offset := message.Offset
		log.Printf("Consumed topic: [%s], partation: [%d], offset: [%d], key: [%s], value: [%s]\n",
			topic,partition,offset,key, val)

		session.MarkMessage(message, "")
	}
	return nil
}

 

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