1.kafka使用依賴包
"github.com/Shopify/sarama"
"github.com/bsm/sarama-cluster"
2.kafka生產和消費端二次封裝
Common.go
package XLKafka
import "github.com/Shopify/sarama"
type KafkaCfg struct {
Producer struct {
Topic string
Brokers string
}
Consumer struct {
Topics string `xml:"Topics"`
Brokers string `xml:"Brokers"`
GroupID string `xml:"GroupID"`
InitOffset string `xml:"InitOffset"` //初始化offset起始位置 Newest Oldest
}
}
type SASLCfg struct {
UserName string
PassWord string
}
type FuncDataCallback func(msg *sarama.ConsumerMessage) //消費數據回調
type FuncSuccessCallback func(msg *sarama.ProducerMessage) //生產成功數據回調
type FuncErrorCallback func(msg *sarama.ProducerError) //生產失敗數據回調
type FuncEventCallback func(info string, eventType string) //事件回調
生產端：XLProducer.go
package XLKafka
import (
"fmt"
"github.com/Shopify/sarama"
"github.com/kataras/iris/core/errors"
"strings"
"sync"
"time"
)
type KafkaProducer struct {
producerObj sarama.AsyncProducer
conf *KafkaCfg
successcb FuncSuccessCallback
errorcb FuncErrorCallback
bExit bool
wg *sync.WaitGroup
}
func (this *KafkaProducer) Init(conf *KafkaCfg, successCB FuncSuccessCallback, errorCB FuncErrorCallback, compressionType sarama.CompressionCodec) (err error) {
this.conf = conf
this.successcb = successCB
this.errorcb = errorCB
this.bExit = false
config := sarama.NewConfig()
config.Producer.Flush.Messages = 10000
config.Producer.Flush.Frequency = time.Second * 1
config.Producer.Flush.MaxMessages = 50000
config.Producer.RequiredAcks = sarama.WaitForLocal
config.Producer.Partitioner = sarama.NewRandomPartitioner
config.Version = sarama.V0_10_0_0
config.Producer.Compression = compressionType //算法類型
if successCB != nil && errorCB != nil {
config.Producer.Return.Successes = true
config.Producer.Return.Errors = true
this.wg = &sync.WaitGroup{}
this.wg.Add(1)
go this.dataSuccessCB()
}
this.producerObj, err = sarama.NewAsyncProducer(strings.Split(conf.Producer.Brokers, ","), config)
if err != nil {
errString := fmt.Sprintf("生產者創建失敗！err=%s", err.Error())
return errors.New(errString)
}
return nil
}
func (this *KafkaProducer) Fini() {
this.bExit = true
this.producerObj.AsyncClose()
this.wg.Wait()
}
func (this *KafkaProducer) dataSuccessCB() {
defer this.wg.Done()
last := time.Now()
for {
if this.bExit == true && time.Since(last) > time.Second*1 {
//fmt.Println("數據生產回調線程退出！")
return
}
if this.producerObj == nil {
time.Sleep(time.Millisecond * 1)
continue
}
select {
case msg := <-this.producerObj.Successes():
if msg != nil {
if this.successcb != nil {
this.successcb(msg)
}
last = time.Now()
}
case msg := <-this.producerObj.Errors():
if msg != nil {
//fmt.Println("數據生產失敗！err=", msg.Err)
if this.errorcb != nil {
this.errorcb(msg)
}
last = time.Now()
}
case <-time.After(1 * time.Second):
time.Sleep(time.Millisecond * 1)
}
}
}
func (this *KafkaProducer) ProducerAsync_Byte(data []byte, pUser interface{}) (err error) {
return this.producerAsync(&sarama.ProducerMessage{Topic: this.conf.Producer.Topic, Key: nil, Value: sarama.ByteEncoder(data), Metadata: pUser})
}
func (this *KafkaProducer) ProducerAsync_String(data string, pUser interface{}) (err error) {
return this.producerAsync(&sarama.ProducerMessage{Topic: this.conf.Producer.Topic, Key: nil, Value: sarama.StringEncoder(data), Metadata: pUser})
}
func (this *KafkaProducer) producerAsync(msg *sarama.ProducerMessage) (err error) {
defer func() {
errPanic := recover()
if errPanic != nil {
errString := fmt.Sprintf("生產錯誤：err=%s", errPanic)
err = errors.New(errString)
}
}()
msg.Timestamp = time.Now()
this.producerObj.Input() <- msg
return nil
}
消費端：XLConsumer.go
package XLKafka
import (
"fmt"
"github.com/Shopify/sarama"
"github.com/bsm/sarama-cluster"
"strings"
"sync"
"time"
)
type XLConsumer struct {
offsetCatch *cluster.OffsetStash
consumerObj *cluster.Consumer
dataCB FuncDataCallback
eventCB FuncEventCallback
bExit bool
wg *sync.WaitGroup
bPause bool
}
func (this *XLConsumer) Init(conf *KafkaCfg, dataCB FuncDataCallback) (err error) {
this.dataCB = dataCB
this.eventCB = nil
this.offsetCatch = cluster.NewOffsetStash()
config := cluster.NewConfig()
config.Group.Return.Notifications = true
config.Consumer.Offsets.CommitInterval = 1 * time.Second
config.Version = sarama.V0_10_2_1
// 初始從最新的offset開始,正式上線後改爲OffsetNewest
//config.Consumer.Offsets.Initial = sarama.OffsetNewest
switch conf.Consumer.InitOffset {
case "Newest":
config.Consumer.Offsets.Initial = sarama.OffsetNewest
case "Oldest":
config.Consumer.Offsets.Initial = sarama.OffsetOldest
default:
config.Consumer.Offsets.Initial = sarama.OffsetNewest
}
fmt.Println("---------- 主題：", conf.Consumer.Topics, "kafkaBroker:", conf.Consumer.Brokers)
// 連接kafka
this.consumerObj, err = cluster.NewConsumer(
strings.Split(conf.Consumer.Brokers, ","),
conf.Consumer.GroupID,
strings.Split(conf.Consumer.Topics, ","),
config)
if err != nil {
return err
}
this.bExit = false
this.bPause = false
this.wg = &sync.WaitGroup{}
this.wg.Add(3)
go this.dealDataThread()
go this.dealEventThread()
go this.commitOffsetThread()
return nil
}
func (this *XLConsumer) InitWithSASL(conf *KafkaCfg, sasl *SASLCfg, dataCB FuncDataCallback, eventCB FuncEventCallback) (err error) {
this.dataCB = dataCB
this.eventCB = eventCB
this.offsetCatch = cluster.NewOffsetStash()
config := cluster.NewConfig()
config.Group.Return.Notifications = true
config.Consumer.Offsets.CommitInterval = 1 * time.Second
switch conf.Consumer.InitOffset {
case "Newest":
config.Consumer.Offsets.Initial = sarama.OffsetNewest
case "Oldest":
config.Consumer.Offsets.Initial = sarama.OffsetOldest
default:
config.Consumer.Offsets.Initial = sarama.OffsetNewest
}
// sasl相關配置
if sasl != nil {
config.Net.SASL.Enable = true
config.Net.SASL.Handshake = true
config.Net.SASL.User = sasl.UserName
config.Net.SASL.Password = sasl.PassWord
}
fmt.Println("---------- 主題：", conf.Consumer.Topics, "kafkaBroker:", conf.Consumer.Brokers)
// 連接kafka
this.consumerObj, err = cluster.NewConsumer(
strings.Split(conf.Consumer.Brokers, ","),
conf.Consumer.GroupID,
strings.Split(conf.Consumer.Topics, ","),
config)
if err != nil {
return err
}
this.bExit = false
this.bPause = false
this.wg = &sync.WaitGroup{}
this.wg.Add(3)
go this.dealDataThread()
go this.dealEventThread()
go this.commitOffsetThread()
return nil
}
func (this *XLConsumer) Fini() error {
this.bExit = true
this.wg.Wait()
return this.consumerObj.Close()
}
func (this *XLConsumer) SetEventCB(pFunc FuncEventCallback) {
this.eventCB = pFunc
}
func (this *XLConsumer) MarkOffset(msg *sarama.ConsumerMessage) {
this.offsetCatch.MarkOffset(msg, "")
}
func (this *XLConsumer) dealDataThread() {
defer this.wg.Done()
for {
if this.bExit == true {
fmt.Println("[dealDataThread] 數據處理線程退出！")
break
}
select {
case msg := <-this.consumerObj.Messages():
if this.dataCB != nil {
this.dataCB(msg)
}
case <-time.After(1 * time.Second):
time.Sleep(time.Millisecond * 1)
}
}
}
func (this *XLConsumer) dealEventThread() {
defer this.wg.Done()
for {
if this.bExit == true {
fmt.Println("[dealDataThread] 事件處理線程退出！")
break
}
if this.bPause == true {
time.Sleep(time.Second)
continue
}
select {
case err := <-this.consumerObj.Errors():
if err != nil {
errStr := fmt.Sprintf("kafka消費者異常，錯誤：%v", err.Error())
if this.eventCB != nil {
this.eventCB(errStr, "Error")
} else {
fmt.Println(errStr)
}
}
case msg := <-this.consumerObj.Notifications():
infoStr := fmt.Sprintf("\nRebalance Type:%v\nClaimed:%v\nReleased:%v\nCurrent:%v", msg.Type, msg.Claimed, msg.Released, msg.Current)
if this.eventCB != nil {
this.eventCB(infoStr, "Info")
} else {
fmt.Println(infoStr)
}
case <-time.After(1 * time.Second):
time.Sleep(time.Millisecond * 1)
}
time.Sleep(time.Millisecond * 10)
}
}
func (this *XLConsumer) commitOffsetThread() {
defer this.wg.Done()
commitTime := time.Now()
for {
if this.bExit == true {
//退出前提交Offset
err := this.consumerObj.CommitOffsets()
if err != nil {
fmt.Println("[commitOffsetThread] 提交offset錯誤!err=", err)
}
fmt.Println("[commitOffsetThread] offset提交線程退出！")
break
}
if time.Since(commitTime) > time.Second {
if this.offsetCatch != nil {
offsets := this.offsetCatch.Offsets()
if len(offsets) != 0 {
fmt.Println("[commitOffsetThread] 提交offset!", offsets)
this.consumerObj.MarkOffsets(this.offsetCatch)
err := this.consumerObj.CommitOffsets()
if err != nil {
fmt.Println("[commitOffsetThread] 提交offset錯誤!err=", err)
}
}
}
commitTime = time.Now()
}
time.Sleep(time.Millisecond * 100)
}
}
func (this *XLConsumer) CommitOffset() error {
offsets := this.offsetCatch.Offsets()
if len(offsets) != 0 {
fmt.Println("[commitOffsetThread] 提交offset!", offsets)
this.consumerObj.MarkOffsets(this.offsetCatch)
err := this.consumerObj.CommitOffsets()
if err != nil {
fmt.Println("[commitOffsetThread] 提交offset錯誤!err=", err)
return err
}
}
return nil
}
func (this *XLConsumer) Pause() {
this.bPause = true
}
func (this *XLConsumer) Resume() {
this.bPause = false
}
3.kafka壓縮生產和消費樣例
生產端:ProducerTest.go
package main
import (
. "Alang/common/XLKafka"
"flag"
"fmt"
"github.com/Shopify/sarama"
"time"
)
var tNow = time.Now()
var count = 0
var topicCount = make(map[string]int)
var c = XLConsumer{}
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17:04:17","name":"金","featureValue":"-20,126,50,62,98,-83,-91,-68,-79,-99,23,62,-46,121,34,-68,-50,-88,13,62,98,88,-44,60,-105,-2,-104,61,15,-93,125,-68,-113,-72,-66,60,-80,91,53,61,36,82,-127,-67,29,69,111,61,17,127,-49,61,-54,23,-63,61,101,72,95,-68,53,-122,32,-66,43,127,62,-67,-106,-20,22,61,59,127,-119,60,-92,-105,39,61,-124,88,-118,-67,93,-50,-14,61,-22,32,24,60,65,-65,-116,-67,-96,70,-94,60,94,-90,38,61,22,-65,-109,61,-65,119,23,-67,44,-66,41,61,26,18,-114,-68,121,-10,1,-66,35,-97,26,-68,-49,-84,-26,-68,53,67,-111,-67,93,72,56,60,-25,88,-54,-67,82,-78,23,61,41,-111,-3,60,3,-59,122,61,-75,-93,28,61,98,26,1,62,-31,-117,-119,61,0,-14,-94,61,-101,-128,19,59,71,-107,17,61,-9,78,-120,-68,104,10,-5,60,53,-39,63,62,17,-14,-101,-67,73,-109,-96,-68,-99,-31,85,-68,36,32,-58,61,101,66,-126,-71,-43,-52,-51,61,94,-90,-93,-71,-77,82,33,61,58,-1,-98,-68,34,54,-33,61,-45,-119,75,-67,-106,102,-104,-67,78,-95,-97,61,82,-100,39,61,107,-88,28,61,46,-100,74,61,-85,-46,-63,61,4,83,-125,-68,-5,-94,-84,59,100,-109,-118,-67,15,95,-89,60,-127,91,-55,61,-52,51,-70,61,84,61,-78,-69,-37,-16,-5,-68,84,-126,-66,60,119,-111,10,62,9,-95,-30,60,32,-95,-121,61,-38,112,34,61,-47,-116,-108,60,-95,49,-24,60,82,-106,-102,61,-54,124,-61,61,-69,9,-64,-67,65,113,-122,-67,13,-117,-123,-68,-19,-8,67,61,-73,59,69,61,102,61,38,-70,73,-20,52,-67,118,76,-107,-67,40,26,74,57,96,103,106,-67,-28,-36,-90,-68,23,92,63,61,5,80,-55,-67,-79,63,7,59,34,20,110,61,-95,-92,108,-67,-25,59,-60,61,-58,123,-111,-67,-76,-80,-108,-67,47,105,-5,-68,-108,-110,106,-67,-40,61,25,-66,114,-113,100,-67,-85,0,43,-67,67,65,-30,-68,104,122,2,-67,-15,-48,49,61,-31,80,66,61,-82,125,-126,-67,-6,33,-49,60,124,24,-126,-68,52,-17,28,-67,48,-15,-17,61,-92,26,43,61,28,-49,-91,-68,-29,-72,42,-68,78,98,89,-68,-80,80,-71,61,58,-117,94,61,2,6,-119,61,-82,112,-44,61,-53,-101,25,61,-25,102,-57,-68,-47,-6,-88,-67,-81,-54,81,61,5,7,-35,59,25,-100,124,-67,-116,49,-6,60,72,29,-2,61,-112,33,-124,-68,46,-105,-108,61,25,-125,14,61,71,96,-87,-67,8,72,-76,-67,-18,-85,21,-67,-64,-27,123,60,-21,120,-114,60,123,42,-3,60,109,-125,10,-68,-60,-77,38,-67,42,96,-80,-67,-67,-92,-61,60,-113,119,57,61,31,115,-54,61,-1,89,50,58,-34,-22,-3,-69,59,6,-15,-67,-57,99,-4,-67,-110,55,-85,-67,-86,-63,-36,61,-113,-2,-45,60,95,-59,-124,60,-117,6,55,-67,63,-61,-72,-67,-27,6,97,-67,-52,76,51,-67,4,8,42,-68,50,-10,59,61,-1,114,-102,61,30,0,72,59,-114,-89,26,-67,18,96,-73,61,-68,-100,-121,-68,-20,70,-79,-69,127,7,77,-67,37,-93,45,62,106,-59,64,61,-47,97,-67,-67,11,-6,-68,-67,26,-12,62,-69,125,75,-27,60,68,-82,-43,61,-11,-24,97,-67,123,-38,113,61,-14,-112,103,61,54,89,122,-67,-16,98,120,61,-51,-99,87,60,94,-128,79,-67,111,-74,45,61,-93,84,-120,-68,90,56,-50,59,-39,-81,108,-67,-18,126,63,61,17,-110,30,62,42,-79,-128,61,-91,12,123,61,93,4,-90,60,126,-90,-89,61,6,-102,-52,-68,-78,64,75,-67,-64,97,53,-67,-5,-28,-89,-69,-7,-29,-72,61,-55,98,-40,-69,78,-12,-104,-69,23,-74,-79,-68,94,82,1,61,-113,-80,-43,59,-34,61,26,61,-111,-49,-78,60,14,-2,-34,58,97,-59,-9,60,-2,-108,-57,60,42,90,-47,-68,90,-28,49,60,50,35,73,-67,-42,-81,-70,61,-111,25,-80,-67,-109,88,-52,61,-79,4,-61,-67,80,-99,-110,61,-86,58,100,-67,-47,-7,31,-67,-63,-15,22,61,-86,-64,-18,-68,-59,71,-66,-67,-117,-44,17,-69,-18,21,-90,-69,83,-80,107,-67,118,97,120,60,78,-83,123,61,-99,7,-47,60,53,-43,96,61,-9,-42,-49,59,-61,71,-104,-67,-116,84,-97,-67,-1,19,14,60,-26,-83,-93,-68,33,-97,4,-67,5,-125,-117,61,57,86,-65,60,-128,-89,-117,-68,-95,85,-78,-68,72,-90,-110,61,-37,84,21,60,-6,15,-45,60,19,36,-50,-70,20,17,-115,61,-72,-16,-34,-68,-109,-79,42,60,86,76,-127,-67,-104,22,-7,-68,37,31,-26,61,-125,89,-128,60,124,79,-34,60,-12,-86,-92,-67,-52,-99,14,-67,-61,-70,10,-67,-111,60,-70,60,28,-53,31,-67,66,-80,-62,60,-83,0,24,-67,-106,29,-106,60,","algorithmCode":"0204000100","picType":1,"picBase64":"","picUrl":"11","CRUD":1}]},"timeLists":[{"serverID":"1001","serverName":"黑名單","startTime":"2019-11-13 17:04:17 278","sendTime":"2019-11-13 17:04:17 278"}]}`
func SuccessCallback(msg *sarama.ProducerMessage) {
//fmt.Println("生產成功！msg=", msg.Value)
}
func ErrorCallback(msg *sarama.ProducerError) {
fmt.Println("生產失敗！err=", msg.Err, "msg=", "")
}
func main() {
brokers := flag.String("broker", "172.20.32.239:9092", "help message for brokers")
topic := flag.String("topic", "none", "help message for topic")
Type := flag.String("type", "none", "help message for compressionType(none/gzip/snappy/lz4/ZStandard)")
flag.Parse()
fmt.Printf("brokers: %v\n", *brokers)
fmt.Printf("topic: %v\n", *topic)
fmt.Printf("Type: %v\n", *Type)
//KafkaTestMotorVehicle0507
conf := KafkaCfg{Producer: struct {
Topic string
Brokers string
}{Topic: *topic, Brokers: *brokers}}
var err error
producer := &KafkaProducer{}
if *Type == "none" {
err = producer.Init(&conf, SuccessCallback, ErrorCallback, 0)
if err != nil {
fmt.Println(err)
return
}
fmt.Println("Init none 成功！")
}
if *Type == "lz4" {
err = producer.Init(&conf, SuccessCallback, ErrorCallback, 3)
if err != nil {
fmt.Println(err)
return
}
fmt.Println("Init lz4 成功！")
}
if *Type == "snappy" {
err = producer.Init(&conf, SuccessCallback, ErrorCallback, 2)
if err != nil {
fmt.Println(err)
return
}
fmt.Println("Init snappy 成功！")
}
//2.1.0以下版本會生產失敗
if *Type == "ZStandard" {
err = producer.Init(&conf, SuccessCallback, ErrorCallback, 4)
if err != nil {
fmt.Println(err)
return
}
fmt.Println("Init ZStandard 成功！")
}
if *Type == "gzip" {
err = producer.Init(&conf, SuccessCallback, ErrorCallback, 1)
if err != nil {
fmt.Println(err)
return
}
fmt.Println("Init gzip 成功！")
}
if producer == nil {
fmt.Println("producer is nil")
return
}
now := time.Now()
sum := 0
//for {
for i := 0; i < 20000; i++ {
err = producer.ProducerAsync_String(tagData, nil)
if err != nil {
fmt.Println(err)
return
}
count++
sum++
if time.Since(tNow) > time.Second {
fmt.Printf("總共:%v,發送數據量:%v\n", sum, count)
count = 0
tNow = time.Now()
}
}
fmt.Println("耗時：", time.Since(now).String())
fmt.Println("總共生產數據量:", sum)
producer.Fini()
fmt.Println("Fini 成功！")
for {
}
}
消費端測試: ConsumerTest.go
package main
import (
"Alang/common/XLKafka"
"flag"
"fmt"
"github.com/Shopify/sarama"
"time"
)
var tNow = time.Now()
var count = 0
var c = XLKafka.XLConsumer{}
var last = time.Now()
var Cnt = 0
func DataCB(msg *sarama.ConsumerMessage) {
count++
Cnt++
c.MarkOffset(msg)
fmt.Printf("Topic:%v, offest:%v\n", msg.Topic, msg.Offset)
if time.Since(tNow) > time.Second*3 {
fmt.Println("總消費條數:", count*1000/(int(time.Since(tNow).Nanoseconds())/1000000))
count = 0
tNow = time.Now()
}
if Cnt%100 == 0 {
fmt.Printf("消費%v條數據，總共耗時:%v\n", Cnt, time.Now().Sub(last))
}
if Cnt == 20000 {
fmt.Printf("消費%v條數據，總共耗時:%v\n", Cnt, time.Now().Sub(last))
Cnt = 0
last = time.Now()
}
}
func main() {
brokers := flag.String("broker", "172.20.32.239:9092", "help message for brokers")
topic := flag.String("topic", "snappy", "help message for topic")
Offset := flag.String("offset", "Oldest", "help message for Oldest/Newest")
GroupID := flag.String("groupID", "consumer_group_1", "help message for GroupID")
flag.Parse()
fmt.Printf("%v\n", *brokers)
fmt.Printf("%v\n", *topic)
fmt.Printf("%v\n", *Offset)
conf := XLKafka.KafkaCfg{}
conf.Consumer.Brokers = *brokers
conf.Consumer.Topics = *topic
conf.Consumer.GroupID = *GroupID
conf.Consumer.InitOffset = *Offset
fmt.Printf("%v\n", conf)
err := c.Init(&conf, DataCB)
if err != nil {
fmt.Println(err)
return
}
for {
time.Sleep(time.Second)
}
err = c.Fini()
if err != nil {
fmt.Println(err)
return
}
}
生產端運行結果：
消費端運行結果：
