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317 lines
10 KiB
317 lines
10 KiB
package data_source
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import (
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"context"
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"encoding/json"
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"fmt"
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"gitea.anxinyun.cn/container/common_utils/configLoad"
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"github.com/IBM/sarama"
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"github.com/panjf2000/ants/v2"
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"golang.org/x/time/rate"
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"log"
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"sync"
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"time"
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)
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type AggConsumerGroupHandler struct {
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kafkaConfig KafkaConfig
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topicHandlers sync.Map // 主题处理方法
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kafkaPaused bool //是否处于暂停数据接收状态
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ControlChan chan string // 控制信号通道
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mu sync.RWMutex
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}
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func NewAggConsumerGroupHandler(kafkaConfig KafkaConfig) *AggConsumerGroupHandler {
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return &AggConsumerGroupHandler{
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kafkaConfig: kafkaConfig,
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ControlChan: make(chan string),
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}
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}
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func (h *AggConsumerGroupHandler) ConnectConsumerGroup() {
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log.Println("AggData kafka init...")
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vp := configLoad.LoadConfig()
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minFetch := vp.GetInt32("performance.master.kafkaConsumer.consumerCfg.minFetch")
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maxFetch := vp.GetInt32("performance.master.kafkaConsumer.consumerCfg.maxFetch")
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maxWaitTime := vp.GetInt32("performance.master.kafkaConsumer.consumerCfg.maxWaitTime")
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// 消费者配置信息
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config := sarama.NewConfig()
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config.Consumer.Return.Errors = false // 不返回消费过程中的错误
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config.Version = sarama.V2_0_0_0
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config.Consumer.Offsets.Initial = sarama.OffsetOldest // 从最旧的消息开始消费
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config.Consumer.Offsets.AutoCommit.Enable = true // 启动自动提交偏移量
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config.Consumer.Offsets.AutoCommit.Interval = 1000 * time.Millisecond
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config.Consumer.Fetch.Min = minFetch // 最小拉取 10 KB
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config.Consumer.Fetch.Max = maxFetch // 最大拉取 5 MB
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config.Consumer.MaxWaitTime = time.Duration(maxWaitTime) * time.Millisecond // 最大等待时间 ms
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config.Consumer.Retry.Backoff = 10000 * time.Millisecond // 消费失败后重试的延迟时间
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//config.Consumer.Retry.BackoffFunc = func(retries int) time.Duration {}
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config.Consumer.Group.Session.Timeout = 60000 * time.Millisecond // 消费者的心跳 默认10s -> 30s
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config.Consumer.Group.Heartbeat.Interval = 6000 * time.Millisecond // Heartbeat 这个值必须小于 session.timeout.ms ,一般小于 session.timeout.ms/3，默认是3s
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config.Consumer.Group.Rebalance.GroupStrategies = []sarama.BalanceStrategy{sarama.NewBalanceStrategyRoundRobin()} // 设置消费者组的负载均衡策略为轮询策略
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// 创建消费者组
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client, err := sarama.NewConsumerGroup(h.kafkaConfig.Brokers, h.kafkaConfig.GroupID, config)
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if err != nil {
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panic(err)
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}
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defer func() {
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_ = client.Close()
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}()
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// 启动错误处理协程
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go func() {
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for err := range client.Errors() {
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log.Println("消费错误：", err)
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}
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}()
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ctx, cancel := context.WithCancel(context.Background())
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defer cancel()
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// 接收控制信号
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go func() {
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for {
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select {
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case signal := <-h.ControlChan:
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switch signal {
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case "stop":
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log.Printf("[Agg-ConsumerGroup-%d] 收到停止信号，将停止消费.", h.kafkaConfig.ClientID)
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h.kafkaPaused = true
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case "resume":
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log.Printf("[Agg-ConsumerGroup-%d] 收到恢复信号，将恢复消费.", h.kafkaConfig.ClientID)
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h.kafkaPaused = false
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}
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}
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}
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}()
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log.Printf("[Agg-ConsumerGroup-%d] 准备启动 Kafka 消费者协程。订阅的主题: %v", h.kafkaConfig.ClientID, h.kafkaConfig.Topic)
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// 创建消费者实例
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consumerInstance := h
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var wg sync.WaitGroup
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wg.Add(1)
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go func() {
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defer wg.Done()
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for {
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topics := []string{h.kafkaConfig.Topic}
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err1 := client.Consume(ctx, topics, consumerInstance)
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if err1 != nil {
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log.Printf("[Agg-ConsumerGroup-%d] 订阅主题[%v]异常。%s", h.kafkaConfig.ClientID, h.kafkaConfig.Topic, err1.Error())
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return
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}
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if ctx.Err() != nil {
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log.Println(ctx.Err())
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return
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}
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}
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}()
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log.Println("AggData Sarama consumer up and running ...")
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wg.Wait()
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}
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func (h *AggConsumerGroupHandler) Setup(session sarama.ConsumerGroupSession) error {
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// 在此执行任何必要的设置任务。
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log.Printf("data_agg消费者组会话开始，%+v", session.Claims())
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return nil
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}
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func (h *AggConsumerGroupHandler) Cleanup(session sarama.ConsumerGroupSession) error {
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// 在此执行任何必要的清理任务。
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log.Println("data_agg消费者组会话结束，", session.Claims())
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return nil
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}
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func (h *AggConsumerGroupHandler) ConsumeClaim(session sarama.ConsumerGroupSession, claim sarama.ConsumerGroupClaim) error {
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log.Printf("data_agg 处理消费者组会话，%+v. MemberID: %v, Topic: %v, Partition: %v \n", session.Claims(), session.MemberID(), claim.Topic(), claim.Partition())
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topic := claim.Topic()
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isDeadLetterQueue := false // 是否为死信队列消息
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if len(topic) > 4 && topic[:4] == "DLP_" {
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isDeadLetterQueue = true
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}
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if isDeadLetterQueue {
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return h.DLPConsumeClaim(session, claim)
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} else {
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return h.BatchConsumeClaim(session, claim)
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}
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}
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func (h *AggConsumerGroupHandler) BatchConsumeClaim(session sarama.ConsumerGroupSession, claim sarama.ConsumerGroupClaim) error {
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maxBatchSize := configLoad.LoadConfig().GetInt("performance.master.kafkaConsumer.data_agg.maxBatchSize")
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messageChannel := make(chan map[string][]*sarama.ConsumerMessage, 50)
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topicHandlerKey := fmt.Sprintf("%s_%d", claim.Topic(), claim.Partition())
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msgHandler, isValid := h.topicHandlers.Load(topicHandlerKey)
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if !isValid {
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log.Printf("[Agg-ConsumerGroup]Topic[%s]Partitions[%d]无消息处理者。", claim.Topic(), claim.Partition())
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return fmt.Errorf("[Agg-ConsumerGroup]Topic[%s]Partitions[%d]无消息处理者。", claim.Topic(), claim.Partition())
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}
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// 使用 sync.Pool 复用 map 对象
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messageMapPool := sync.Pool{
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New: func() interface{} {
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return make(map[string][]*sarama.ConsumerMessage)
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},
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}
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// 启动一个 goroutine 来处理消息
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var wg sync.WaitGroup
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pool, _ := ants.NewPool(100)
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defer pool.Release()
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//创建一个速率限制器，它允许每 10 毫秒执行一次操作，且在这个时间窗口内最多只能执行一次。
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var aggRateLimiter = rate.NewLimiter(rate.Every(10*time.Millisecond), 1)
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go func() {
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for structMessages := range messageChannel {
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_ = aggRateLimiter.Wait(context.Background()) // 控制消费速率
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wg.Add(len(structMessages))
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for k, v := range structMessages {
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key := k
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msgs := v
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_ = pool.Submit(func() {
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defer wg.Done()
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defer messageMapPool.Put(structMessages)
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if len(msgs) == 0 {
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return
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}
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values := make([]string, len(msgs))
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for i, msg := range msgs {
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values[i] = string(msg.Value)
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}
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// 处理消息并检查是否成功
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isProcessed := msgHandler.(func(structId string, values []string) bool)(key, values) //msgHandler(key, values)
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if !isProcessed {
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log.Printf("[Agg-ConsumerGroup] 消息处理失败，键: %s，消息: %v", key, msgs)
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} else {
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// 处理成功后，消息标记为已处理
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for _, msg := range msgs {
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session.MarkMessage(msg, "is handled")
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}
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}
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})
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}
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}
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}()
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batchBuffer := make(map[string][]*sarama.ConsumerMessage) // 按键分类的批次缓冲
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currentBatchSize := make(map[string]int) // 记录每个 key 的当前批次大小
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// 定义一个定时器，用于处理残余消息
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ctx, cancel := context.WithCancel(context.Background())
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defer cancel()
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ticker := time.NewTicker(20 * time.Second)
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defer ticker.Stop()
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go func() {
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for {
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select {
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case <-ticker.C:
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// 处理剩余的消息
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for structId, msgs := range batchBuffer {
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if len(msgs) > 0 {
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// 从池中获取 map 对象
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msgMap := messageMapPool.Get().(map[string][]*sarama.ConsumerMessage)
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msgMap[structId] = msgs
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messageChannel <- msgMap
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delete(batchBuffer, structId) // 清除已处理的键
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delete(currentBatchSize, structId)
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}
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}
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case <-ctx.Done():
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return // 退出 Goroutine
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}
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}
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}()
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// 读消息
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for msg := range claim.Messages() {
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structId := string(msg.Key)
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if structId == "" {
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structId = "structId-null"
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}
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// 将消息添加到批次缓冲
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batchBuffer[structId] = append(batchBuffer[structId], msg)
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// 计算当前 key 的消息大小
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currentBatchSize[structId] += len(msg.Value)
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// 如果当前批次达到 maxBatchSize，发送到通道并重置
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if currentBatchSize[structId] >= maxBatchSize {
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// 从池中获取 map 对象
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msgMap := messageMapPool.Get().(map[string][]*sarama.ConsumerMessage)
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msgMap[structId] = batchBuffer[structId]
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messageChannel <- msgMap
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delete(batchBuffer, structId) // 清除已处理的键
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delete(currentBatchSize, structId) // 清除已处理的大小
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}
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}
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close(messageChannel)
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wg.Wait()
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return nil
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}
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func (h *AggConsumerGroupHandler) DLPConsumeClaim(session sarama.ConsumerGroupSession, claim sarama.ConsumerGroupClaim) error {
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topicHandlerKey := "DLP_DATA_AGG"
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msgHandler, isValid := h.topicHandlers.Load(topicHandlerKey)
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if !isValid {
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log.Printf("[DLP-Agg-ConsumerGroup]Topic[%s]Partitions[%d]无消息处理者。", claim.Topic(), claim.Partition())
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return fmt.Errorf("[DLP-Agg-ConsumerGroup]Topic[%s]Partitions[%d]无消息处理者。", claim.Topic(), claim.Partition())
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}
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for msg := range claim.Messages() {
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structId := string(msg.Key)
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if structId == "" {
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structId = "structId-null"
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}
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// 解析 value
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var value []string
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err := json.Unmarshal(msg.Value, &value)
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if err != nil {
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log.Printf("[DLP_Agg-ConsumerGroup]Failed to unmarshal value: %v", err)
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continue
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}
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isProcessed := msgHandler.(func(structId string, values []string) bool)(structId, value)
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if !isProcessed {
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log.Printf("[DLP_Agg-ConsumerGroup]消息处理失败，structId: %s，消息: %v", structId, value)
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} else {
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// 处理成功后，消息标记为已处理
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session.MarkMessage(msg, "is handled")
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}
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}
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return nil
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}
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func (h *AggConsumerGroupHandler) SetTopicHandler(topicHandlerKey string, fun func(structId string, values []string) bool) {
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h.mu.Lock()
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defer h.mu.Unlock()
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h.topicHandlers.Store(topicHandlerKey, fun)
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}
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// 消息消费启动控制
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func (h *AggConsumerGroupHandler) SetKafkaPaused(paused bool) {
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h.kafkaPaused = paused
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if paused {
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log.Println("Kafka消息消费 已暂停.")
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} else {
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log.Println("Kafka消息消费 已恢复.")
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}
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}
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