基于Golang实现Redis分布式锁解决秒杀问题
作者:大杯无糖
这篇文章主要给大家介绍了使用Golang实现Redis分布式锁解决秒杀问题,文中有详细的代码示例供大家参考,具有一定的参考价值,需要的朋友可以参考下
先写一个脚本sql,插入2000个用户
INSERT INTO sys_users (mobile, password)
SELECT
numbers.n AS mobile,
'$2a$10$zKQfSn/GCcR6MX4nHk3MsOMhJnI0qxN4MFdiufDMH2wzuTaR9G1sq' AS password
FROM
(
SELECT ones.n + tens.n*10 + hundreds.n*100 + thousands.n*1000 + 1 AS n
FROM
(SELECT 0 AS n UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) ones
CROSS JOIN (SELECT 0 AS n UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) tens
CROSS JOIN (SELECT 0 AS n UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) hundreds
CROSS JOIN (SELECT 0 AS n UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) thousands
ORDER BY n
) numbers
LIMIT 2000;登录是通过2个字段,一个是mobile,一个是password,生成了mobile从1到2000,密码默认是123456
然后写一个单元测试,实现新注册的2000个用户登录,然后获取token
package system
import (
"encoding/json"
"fmt"
"io/ioutil"
"net/http"
"os"
"reflect"
"runtime"
"strings"
"sync"
"testing"
"time"
)
var Global_client *http.Client
func GetGlobalClient() {
client := &http.Client{
Transport: &http.Transport{
MaxIdleConns: 20, // 设置连接池大小为 200
},
}
Global_client = client
}
func TestBaseApi_TokenNext(t *testing.T) {
var wg sync.WaitGroup
loginNum := 2000
GetGlobalClient()
s := make(chan string, loginNum)
limit := make(chan int, 20000)
//go prilimit(limit)
go Show()
for i := 1; i <= 2000000; i++ {
mobile := fmt.Sprintf("%d", i)
wg.Add(1)
password := "123456"
//向通道中发送值,如果满了500个,则会阻塞
limit <- 1111
go obtainToken(mobile, password, &wg, limit, s)
}
wg.Wait()
//当数据都到了通道里面之后,我们可以关闭通道
close(s)
fmt.Println("通道的长度为:",len(s))
file, err := os.OpenFile("E:\\Go\\goproject\\LearnExam\\sever\\token.txt", os.O_APPEND|os.O_WRONLY|os.O_CREATE, 0644)
defer file.Close()
for token := range s {
if token == "" {
continue
}
_, err = file.WriteString(token + "\n")
if err != nil {
return
}
}
}
func Show() {
for {
num := runtime.NumGoroutine()
fmt.Printf("当前程序中的协程数量:%d\n", num)
time.Sleep(1 * time.Second)
}
}
func AppendStringToFile(filePath string, content string) error {
file, err := os.OpenFile(filePath, os.O_APPEND|os.O_WRONLY|os.O_CREATE, 0644)
if err != nil {
return err
}
defer file.Close()
_, err = file.WriteString(content + "\n")
if err != nil {
return err
}
return nil
}
func obtainToken(mobile, password string, wg *sync.WaitGroup, limit chan int, s chan string) {
defer wg.Done()
type Body struct {
Mobile string `json:"mobile"`
Password string `json:"password"`
}
b := Body{
mobile, password,
}
bodymarshal, err := json.Marshal(&b)
if err != nil {
return
}
//再处理一下
reqBody := strings.NewReader(string(bodymarshal))
req, err := http.NewRequest("POST", "." +
"", reqBody)
if err != nil {
fmt.Printf("Error creating request for user %s: %v\n", mobile, err)
return
}
req.Header.Add("Content-Type", "application/x-www-form-urlencoded")
resp, err := Global_client.Do(req)
if err != nil {
//fmt.Printf("Error sending request for user %s: %v\n", mobile, err)
fmt.Printf("Error sending request for user %s: %+v\n", mobile, err)
fmt.Println("反射:", reflect.TypeOf(err))
fmt.Println("err是EOF,那resp是:",resp)
return
}
//defer func(Body io.ReadCloser) {
// err = Body.Close()
// if err != nil {
//
// }
//}(resp.Body)
body, err := ioutil.ReadAll(resp.Body) //把请求到的body转化成byte[]
if err != nil {
return
}
type Result struct {
Code int `json:"code"`
Data struct {
Token string `json:"token"`
} `json:"data"`
}
r := Result{}
err = json.Unmarshal(body, &r)
if err != nil {
return
}
if r.Code == 0 {
s <- r.Data.Token
temp := <-limit
fmt.Println("通道取值:", temp)
fmt.Printf("Token obtained for user %s\n", mobile)
} else {
fmt.Printf("Failed to obtain token for user %s\n", mobile)
}
}我们使用有缓冲的通道和sync.WaitGroup信号量,来控制协程的数量,经过测试,发现limit,loginNum,影响到最后成功的结果,这其中的的原理我还暂时没有想清楚。limit为50,loginNum为2000,会存在服务端正常返回,但是客户端报EOF,limit为50,loginNum为500的时候,不会出现EOF问题,那说明limit为50是没问题的,按照道理说,及时loginNum增大到100000也不会有问题,但是却出现了问题,后面再解决吧。
现在已经拿到了2000个用户的token了,我们使用jemter工具来进行压测
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