如下圖所示,負(fù)載均衡做為反向代理,將請(qǐng)求方的請(qǐng)求轉(zhuǎn)發(fā)至后端的服務(wù)節(jié)點(diǎn),實(shí)現(xiàn)服務(wù)的請(qǐng)求。
在nginx中可以通過upstream配置server時(shí),設(shè)置weight表示對(duì)應(yīng)server的權(quán)重。
若存在多個(gè)服務(wù)節(jié)點(diǎn)時(shí),負(fù)載均衡如何通過服務(wù)節(jié)點(diǎn)的權(quán)重進(jìn)行轉(zhuǎn)發(fā)。
如下詳細(xì)說明權(quán)重轉(zhuǎn)發(fā)算法的實(shí)現(xiàn)。
設(shè)置三個(gè)后端服務(wù)ServerA,ServerB和ServerC,它們的權(quán)重分布是 5,3,1
按照加權(quán)負(fù)載均衡算法,在一輪(5+3+1=9次)中ServerA占5次,ServerB占3次,ServerC占1次,從而實(shí)現(xiàn)均衡。
如下圖所示:
為了實(shí)現(xiàn)這個(gè)功能,可以給每一個(gè)后端設(shè)置對(duì)應(yīng)的權(quán)重5,3,1
變量1:后端服務(wù)的權(quán)重 Weight
變量2:均衡器累計(jì)的總的有效權(quán)重EffectiveWeight
變量3:實(shí)時(shí)統(tǒng)計(jì)后端服務(wù)的當(dāng)前權(quán)重 CurrentWeight
算法設(shè)計(jì)
第一步,向均衡器中增加后端服務(wù)標(biāo)識(shí)
第二步,每次獲取一個(gè)后端服務(wù)標(biāo)識(shí)
如下是一個(gè)一輪(5+3+1=9次)獲取的權(quán)重變化表:
從這個(gè)表中可以看到后端服務(wù)輪詢的順序是 A B A C A B A B A,其中A出現(xiàn)了5次,B出現(xiàn)了3次,C出現(xiàn)了1次,滿足三個(gè)服務(wù)的權(quán)重Weight設(shè)置。
完成9次獲取后,ABC三個(gè)服務(wù)的權(quán)重都?xì)w0,因此下一輪的9次獲取也是均衡的,
按照如上算法說明,使用Golang實(shí)現(xiàn)這個(gè)算法如下
package weightroundrobin import ( "fmt" "strings" ) // 每一個(gè)后端服務(wù)定義 type BackendServer struct { // 實(shí)例權(quán)重 Weight int // 當(dāng)前的權(quán)重,初始為Weight currentWeight int // 后端服務(wù)名稱 ServerName string } // 通過權(quán)重實(shí)現(xiàn)調(diào)用輪詢的定義 type WeightServerRoundRobin struct { // 所有有效的權(quán)重總和 effectiveWeight int // 后端服務(wù)列表 backendServerList []*BackendServer } // 創(chuàng)建一個(gè)負(fù)載輪詢器 func NewWeightServerRoundRobin() *WeightServerRoundRobin { return WeightServerRoundRobin{ effectiveWeight: 0, } } // 增加后端服務(wù)名稱和權(quán)重 func (r *WeightServerRoundRobin) AddBackendServer(backendServer *BackendServer) { r.effectiveWeight += backendServer.Weight r.backendServerList = append(r.backendServerList, backendServer) } // 更具權(quán)重獲取一個(gè)后端服務(wù)名稱 func (r *WeightServerRoundRobin) GetBackendServer() *BackendServer { var expectBackendServer *BackendServer for _, backendServer := range r.backendServerList { // 給每個(gè)后端服務(wù)增加自身權(quán)重 backendServer.currentWeight += backendServer.Weight if expectBackendServer == nil { expectBackendServer = backendServer } if backendServer.currentWeight > expectBackendServer.currentWeight { expectBackendServer = backendServer } } r.VisitBackendServerCurrentWeight() // 把選擇的后端服務(wù)權(quán)重減掉總權(quán)重 expectBackendServer.currentWeight -= r.effectiveWeight return expectBackendServer } // 打印后端服務(wù)的當(dāng)前權(quán)重變化 func (r *WeightServerRoundRobin) VisitBackendServerCurrentWeight() { var serverListForLog []string for _, backendServer := range r.backendServerList { serverListForLog = append(serverListForLog, fmt.Sprintf("%v", backendServer.currentWeight)) } fmt.Printf("(%v)\n", strings.Join(serverListForLog, ", ")) }
寫一個(gè)單測進(jìn)行驗(yàn)證
package weightroundrobin import ( "fmt" "testing" ) func TestNewWeightServerRoundRobin(t *testing.T) { weightServerRoundRobin := NewWeightServerRoundRobin() weightServerRoundRobin.AddBackendServer(BackendServer{ ServerName: "ServerA", Weight: 5, }) weightServerRoundRobin.AddBackendServer(BackendServer{ ServerName: "ServerB", Weight: 3, }) weightServerRoundRobin.AddBackendServer(BackendServer{ ServerName: "ServerC", Weight: 1, }) expectServerNameList := []string{ "ServerA", "ServerB", "ServerA", "ServerC", "ServerA", "ServerB", "ServerA", "ServerB", "ServerA", //"ServerA", "ServerB", "ServerA", "ServerC", "ServerA", "ServerB", "ServerA", "ServerB", "ServerA", } fmt.Printf("(A, B, C)\n") for ii, expectServerName := range expectServerNameList { weightServerRoundRobin.VisitBackendServerCurrentWeight() backendServer := weightServerRoundRobin.GetBackendServer() if backendServer.ServerName != expectServerName { t.Errorf("%v.%v.expect:%v, actual:%v", t.Name(), ii, expectServerName, backendServer.ServerName) return } } }
運(yùn)行單元測試,觀察運(yùn)行結(jié)果是否符合算法設(shè)計(jì)的預(yù)期
=== RUN TestNewWeightServerRoundRobin
(A, B, C)
(0, 0, 0)
(5, 3, 1)
(-4, 3, 1)
(1, 6, 2)
(1, -3, 2)
(6, 0, 3)
(-3, 0, 3)
(2, 3, 4)
(2, 3, -5)
(7, 6, -4)
(-2, 6, -4)
(3, 9, -3)
(3, 0, -3)
(8, 3, -2)
(-1, 3, -2)
(4, 6, -1)
(4, -3, -1)
(9, 0, 0)
--- PASS: TestNewWeightServerRoundRobin (0.00s)
PASS
參考材料:
https://github.com/phusion/nginx/commit/27e94984486058d73157038f7950a0a36ecc6e35
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標(biāo)簽:張掖 延邊 宜賓 嘉峪關(guān) 黑龍江 武漢 新余 江西
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