Go實現海量日誌收集系統(三)_ZenDei技術網路在線

再次整理了一下這個日誌收集系統的框，如下圖這次要實現的代碼的整體邏輯為：完整代碼地址為: https://github.com/pythonsite/logagent etcd介紹高可用的分散式key-value存儲，可以用於配置共用和服務發現類似的項目：zookeeper和consul 開 ...

再次整理了一下這個日誌收集系統的框，如下圖

這次要實現的代碼的整體邏輯為：

完整代碼地址為: https://github.com/pythonsite/logagent

etcd介紹

高可用的分散式key-value存儲，可以用於配置共用和服務發現

類似的項目：zookeeper和consul

開發語言：go

介面：提供restful的介面，使用簡單

實現演算法：基於raft演算法的強一致性，高可用的服務存儲目錄

etcd的應用場景：

服務發現和服務註冊
配置中心(我們實現的日誌收集客戶端需要用到)
分散式鎖
master選舉

官網對etcd的有一個非常簡明的介紹：

etcd搭建：
下載地址：https://github.com/coreos/etcd/releases/
根據自己的環境下載對應的版本然後啟動起來就可以了

啟動之後可以通過如下命令驗證一下：

[root@localhost etcd-v3.2.18-linux-amd64]# ./etcdctl set name zhaofan 

zhaofan
[root@localhost etcd-v3.2.18-linux-amd64]# ./etcdctl get name
zhaofan
[root@localhost etcd-v3.2.18-linux-amd64]#

context 介紹和使用

其實這個東西翻譯過來就是上下文管理，那麼context的作用是做什麼，主要有如下兩個作用：

控制goroutine的超時
保存上下文數據

通過下麵一個簡單的例子進行理解：

package main

import (
    "fmt"
    "time"
    "net/http"
    "context"
    "io/ioutil"
)


type Result struct{
    r *http.Response
    err error
}

func process(){
    ctx,cancel := context.WithTimeout(context.Background(),2*time.Second)
    defer cancel()
    tr := &http.Transport{}
    client := &http.Client{Transport:tr}
    c := make(chan Result,1)
    req,err := http.NewRequest("GET","http://www.google.com",nil)
    if err != nil{
        fmt.Println("http request failed,err:",err)
        return
    }
    // 如果請求成功了會將數據存入到管道中
    go func(){
        resp,err := client.Do(req)
        pack := Result{resp,err}
        c <- pack
    }()

    select{
    case <- ctx.Done():
        tr.CancelRequest(req)
        fmt.Println("timeout!")
    case res := <-c:
        defer res.r.Body.Close()
        out,_:= ioutil.ReadAll(res.r.Body)
        fmt.Printf("server response:%s",out)
    }
    return

}

func main() {
    process()
}

寫一個通過context保存上下文，代碼例子如：

package main

import (
    "github.com/Go-zh/net/context"
    "fmt"
)

func add(ctx context.Context,a,b int) int {
    traceId := ctx.Value("trace_id").(string)
    fmt.Printf("trace_id:%v\n",traceId)
    return a+b
}

func calc(ctx context.Context,a, b int) int{
    traceId := ctx.Value("trace_id").(string)
    fmt.Printf("trace_id:%v\n",traceId)
    //再將ctx傳入到add中
    return add(ctx,a,b)
}

func main() {
    //將ctx傳遞到calc中
    ctx := context.WithValue(context.Background(),"trace_id","123456")
    calc(ctx,20,30)

}

結合etcd和context使用

關於通過go連接etcd的簡單例子：(這裡有個小問題需要註意就是etcd的啟動方式，預設啟動可能會連接不上，尤其你是在虛擬你安裝，所以需要通過如下命令啟動：
./etcd --listen-client-urls http://0.0.0.0:2371 --advertise-client-urls http://0.0.0.0:2371 --listen-peer-urls http://0.0.0.0:2381
)

package main

import (
    etcd_client "github.com/coreos/etcd/clientv3"
    "time"
    "fmt"
)

func main() {
    cli, err := etcd_client.New(etcd_client.Config{
        Endpoints:[]string{"192.168.0.118:2371"},
        DialTimeout:5*time.Second,
    })
    if err != nil{
        fmt.Println("connect failed,err:",err)
        return
    }

    fmt.Println("connect success")
    defer cli.Close()
}

下麵一個例子是通過連接etcd，存值並取值

package main

import (
    "github.com/coreos/etcd/clientv3"
    "time"
    "fmt"
    "context"
)

func main() {
    cli,err := clientv3.New(clientv3.Config{
        Endpoints:[]string{"192.168.0.118:2371"},
        DialTimeout:5*time.Second,
    })
    if err != nil{
        fmt.Println("connect failed,err:",err)
        return
    }
    fmt.Println("connect succ")
    defer cli.Close()
    ctx,cancel := context.WithTimeout(context.Background(),time.Second)
    _,err = cli.Put(ctx,"logagent/conf/","sample_value")
    cancel()
    if err != nil{
        fmt.Println("put failed,err",err)
        return
    }
    ctx, cancel = context.WithTimeout(context.Background(),time.Second)
    resp,err := cli.Get(ctx,"logagent/conf/")
    cancel()
    if err != nil{
        fmt.Println("get failed,err:",err)
        return
    }
    for _,ev := range resp.Kvs{
        fmt.Printf("%s:%s\n",ev.Key,ev.Value)
    }
}

關於context官網也有一個例子非常有用，用於控制開啟的goroutine的退出，代碼如下：

package main

import (
    "context"
    "fmt"
)

func main() {
    // gen generates integers in a separate goroutine and
    // sends them to the returned channel.
    // The callers of gen need to cancel the context once
    // they are done consuming generated integers not to leak
    // the internal goroutine started by gen.
    gen := func(ctx context.Context) <-chan int {
        dst := make(chan int)
        n := 1
        go func() {
            for {
                select {
                case <-ctx.Done():
                    return // returning not to leak the goroutine
                case dst <- n:
                    n++
                }
            }
        }()
        return dst
    }

    ctx, cancel := context.WithCancel(context.Background())
    defer cancel() // cancel when we are finished consuming integers

    for n := range gen(ctx) {
        fmt.Println(n)
        if n == 5 {
            break
        }
    }
}

關於官網文檔中的WithDeadline演示的代碼例子：

package main


import (
    "context"
    "fmt"
    "time"
)

func main() {
    d := time.Now().Add(50 * time.Millisecond)
    ctx, cancel := context.WithDeadline(context.Background(), d)

    // Even though ctx will be expired, it is good practice to call its
    // cancelation function in any case. Failure to do so may keep the
    // context and its parent alive longer than necessary.
    defer cancel()

    select {
    case <-time.After(1 * time.Second):
        fmt.Println("overslept")
    case <-ctx.Done():
        fmt.Println(ctx.Err())
    }

}

通過上面的代碼有了一個基本的使用，那麼如果我們通過etcd來做配置管理，如果配置更改之後，我們如何通知對應的伺服器配置更改，通過下麵例子演示：

package main

import (
    "github.com/coreos/etcd/clientv3"
    "time"
    "fmt"
    "context"
)

func main() {
    cli,err := clientv3.New(clientv3.Config{
        Endpoints:[]string{"192.168.0.118:2371"},
        DialTimeout:5*time.Second,
    })
    if err != nil {
        fmt.Println("connect failed,err:",err)
        return
    }
    defer cli.Close()
    // 這裡會阻塞
    rch := cli.Watch(context.Background(),"logagent/conf/")
    for wresp := range rch{
        for _,ev := range wresp.Events{
            fmt.Printf("%s %q : %q\n", ev.Type, ev.Kv.Key, ev.Kv.Value)
        }
    }
}

實現一個kafka的消費者代碼的簡單例子：

package main

import (
    "github.com/Shopify/sarama"
    "strings"
    "fmt"
    "time"
)

func main() {
    consumer,err := sarama.NewConsumer(strings.Split("192.168.0.118:9092",","),nil)
    if err != nil{
        fmt.Println("failed to start consumer:",err)
        return
    }
    partitionList,err := consumer.Partitions("nginx_log")
    if err != nil {
        fmt.Println("Failed to get the list of partitions:",err)
        return
    }
    fmt.Println(partitionList)
    for partition := range partitionList{
        pc,err := consumer.ConsumePartition("nginx_log",int32(partition),sarama.OffsetNewest)
        if err != nil {
            fmt.Printf("failed to start consumer for partition %d:%s\n",partition,err)
            return
        }
        defer pc.AsyncClose()
        go func(partitionConsumer sarama.PartitionConsumer){
            for msg := range pc.Messages(){
                fmt.Printf("partition:%d Offset:%d Key:%s Value:%s",msg.Partition,msg.Offset,string(msg.Key),string(msg.Value))
            }
        }(pc)
    }
    time.Sleep(time.Hour)
    consumer.Close()

}

但是上面的代碼並不是最佳代碼，因為我們最後是通過time.sleep等待goroutine的執行，我們可以更改為通過sync.WaitGroup方式實現

package main

import (
    "github.com/Shopify/sarama"
    "strings"
    "fmt"
    "sync"
)

var (
    wg sync.WaitGroup
)

func main() {
    consumer,err := sarama.NewConsumer(strings.Split("192.168.0.118:9092",","),nil)
    if err != nil{
        fmt.Println("failed to start consumer:",err)
        return
    }
    partitionList,err := consumer.Partitions("nginx_log")
    if err != nil {
        fmt.Println("Failed to get the list of partitions:",err)
        return
    }
    fmt.Println(partitionList)
    for partition := range partitionList{
        pc,err := consumer.ConsumePartition("nginx_log",int32(partition),sarama.OffsetNewest)
        if err != nil {
            fmt.Printf("failed to start consumer for partition %d:%s\n",partition,err)
            return
        }
        defer pc.AsyncClose()
        go func(partitionConsumer sarama.PartitionConsumer){
            wg.Add(1)
            for msg := range partitionConsumer.Messages(){
                fmt.Printf("partition:%d Offset:%d Key:%s Value:%s",msg.Partition,msg.Offset,string(msg.Key),string(msg.Value))
            }
            wg.Done()
        }(pc)
    }

    //time.Sleep(time.Hour)
    wg.Wait()
    consumer.Close()

}

將客戶端需要收集的日誌信息放到etcd中

關於etcd處理的代碼為：

package main

import (
    "github.com/coreos/etcd/clientv3"
    "time"
    "github.com/astaxie/beego/logs"
    "context"
    "fmt"
)

var Client *clientv3.Client
var logConfChan chan string


// 初始化etcd
func initEtcd(addr []string,keyfmt string,timeout time.Duration)(err error){

    var keys []string
    for _,ip := range ipArrays{
        //keyfmt = /logagent/%s/log_config
        keys = append(keys,fmt.Sprintf(keyfmt,ip))
    }

    logConfChan = make(chan string,10)
    logs.Debug("etcd watch key:%v timeout:%v", keys, timeout)

    Client,err = clientv3.New(clientv3.Config{
        Endpoints:addr,
        DialTimeout: timeout,
    })
    if err != nil{
        logs.Error("connect failed,err:%v",err)
        return
    }
    logs.Debug("init etcd success")
    waitGroup.Add(1)
    for _, key := range keys{
        ctx,cancel := context.WithTimeout(context.Background(),2*time.Second)
        // 從etcd中獲取要收集日誌的信息
        resp,err := Client.Get(ctx,key)
        cancel()
        if err != nil {
            logs.Warn("get key %s failed,err:%v",key,err)
            continue
        }

        for _, ev := range resp.Kvs{
            logs.Debug("%q : %q\n",  ev.Key, ev.Value)
            logConfChan <- string(ev.Value)
        }
    }
    go WatchEtcd(keys)
    return
}

func WatchEtcd(keys []string){
    // 這裡用於檢測當需要收集的日誌信息更改時及時更新
    var watchChans []clientv3.WatchChan
    for _,key := range keys{
        rch := Client.Watch(context.Background(),key)
        watchChans = append(watchChans,rch)
    }

    for {
        for _,watchC := range watchChans{
            select{
            case wresp := <-watchC:
                for _,ev:= range wresp.Events{
                    logs.Debug("%s %q : %q\n", ev.Type, ev.Kv.Key, ev.Kv.Value)
                    logConfChan <- string(ev.Kv.Value)
                }
            default:

            }
        }
        time.Sleep(time.Second)
    }
    waitGroup.Done()
}

func GetLogConf()chan string{
    return logConfChan
}

同樣的這裡增加對了限速的處理，畢竟日誌收集程式不能影響了當前業務的性能，所以增加了limit.go用於限制速度：

package main

import (
    "time"
    "sync/atomic"
    "github.com/astaxie/beego/logs"
)

type SecondLimit struct {
    unixSecond int64
    curCount int32
    limit int32
}

func NewSecondLimit(limit int32) *SecondLimit {
    secLimit := &SecondLimit{
        unixSecond:time.Now().Unix(),
        curCount:0,
        limit:limit,
    }
    return secLimit
}

func (s *SecondLimit) Add(count int) {
    sec := time.Now().Unix()
    if sec == s.unixSecond {
        atomic.AddInt32(&s.curCount,int32(count))
        return
    }
    atomic.StoreInt64(&s.unixSecond,sec)
    atomic.StoreInt32(&s.curCount, int32(count))
}

func (s *SecondLimit) Wait()bool {
    for {
        sec := time.Now().Unix()
        if (sec == atomic.LoadInt64(&s.unixSecond)) && s.curCount == s.limit {
            time.Sleep(time.Microsecond)
            logs.Debug("limit is running,limit:%d s.curCount:%d",s.limit,s.curCount)
            continue
        }

        if sec != atomic.LoadInt64(&s.unixSecond) {
            atomic.StoreInt64(&s.unixSecond,sec)
            atomic.StoreInt32(&s.curCount,0)
        }
        logs.Debug("limit is exited")
        return false
    }
}

小結

這次基本實現了日誌收集的前半段的處理，後面將把日誌扔到es中，並最終在頁面上呈現