Golang prometheus：有没有办法衡量出站请求的指标

可以使用prometheus.NewCounterVec和prometheus.NewHistogramVec(或proemetheus.NewSummaryVec，取决于用例)来记录指标.

我们可以使用定制labels来识别谁是客户端，谁是服务器.通过这种方式，可以过滤出客户端的request count和duration指标到特定的服务器.

以下是样例代码片段

client.go个

package main

import (
    "net/http"
    "time"

    "github.com/labstack/echo/v4"
    "github.com/prometheus/client_golang/prometheus"
    "github.com/prometheus/client_golang/prometheus/promhttp"
)

var (
    requestCounter = prometheus.NewCounterVec(
        prometheus.CounterOpts{
            Name: "client_request_count",
            Help: "Total number of requests from client",
        },
        []string{"client", "server", "method", "route", "status"},
    )

    durationHistorgram = prometheus.NewHistogramVec(
        prometheus.HistogramOpts{
            Name:    "client_request_duration_secs",
            Help:    "Duration of requests from Client",
            Buckets: []float64{0.1, 0.5, 1, 2, 5},
        },
        []string{"client", "server", "method", "route", "status"},
    )
)

func init() {
    prometheus.MustRegister(requestCounter)
    prometheus.MustRegister(durationHistorgram)
}

func main() {

    e := echo.New()
    e.GET("/", func(c echo.Context) error {

        // the request start time
        start := time.Now()
        req, err := http.NewRequest("GET", "http://localhost:8002", nil)
        if err != nil {
            return c.JSON(http.StatusInternalServerError, err.Error())
        }

        resp, err := http.DefaultClient.Do(req)
        if err != nil {
            return c.JSON(http.StatusInternalServerError, err.Error())
        }
        defer resp.Body.Close()

        labels := prometheus.Labels{
            "client": "Server A", // defines the client server
            "server": "Server B", // defines the outbound request server
            "method": "GET",// HTTP method
            "route":  "/", // Request route
            "status": resp.Status,// Response status
        }
        duration := time.Since(start).Seconds()

        // the duration
        durationHistorgram.With(labels).Observe(duration)

        // request api count
        requestCounter.With(labels).Inc()

        return c.String(http.StatusOK, "[Client -> Server] Request send and received")
    })

    e.GET("/metrics", echo.WrapHandler(promhttp.Handler()))

    if err := e.Start(":8001"); err != nil {
        panic(err)
    }
}

server.go个

package main

import (
    "net/http"

    "github.com/labstack/echo/v4"
)

func main() {
    e := echo.New()

    e.GET("/", func(c echo.Context) error {
        return c.JSON(http.StatusOK, map[string]interface{}{
            "message": "response sending from server",
        })
    })

    if err := e.Start(":8002"); err != nil {
        panic(err)
    }
}

正如您在代码中看到的，这些是我们的定制标签.

 []string{"client", "server", "method", "route", "status"},

这些是标签值

labels := prometheus.Labels{
            "client": "Server A", // defines the client server
            "server": "Server B", // defines the outbound request server
            "method": "GET", // HTTP method
            "route":  "/", // Request route
            "status": resp.Status,// Response status
        }

最后，我们可以查询

client_request_count {client="Server A", server="Server B"}

The request Server A send to the Server B个

References个

• Prometheus HistorGram个
• Prometheus Summary个
• Histogram And Summary个
• Examples个