使用golang编写自定义prometheus metrics
微信公众号:运维开发故事,作者:华仔一、前言为什么想到要用golang来编写metrics呢?这主要是我们的一个客户那里,k8s网络使用了ovs,并且做了bond,即bond0和bond1,每个bond下面2张网卡。在上了生产后,让我每天都要检查一下网卡是否正常,因为之前就有网卡DOWN了。而我呢,比较懒,不想手动去检查。想着通过prometheus最终展示到grafana,我就在grafana上
微信公众号:运维开发故事,作者:华仔
一、前言
为什么想到要用golang来编写metrics呢?这主要是我们的一个客户那里,k8s网络使用了ovs,并且做了bond,即bond0和bond1,每个bond下面2张网卡。在上了生产后,让我每天都要检查一下网卡是否正常,因为之前就有网卡DOWN了。而我呢,比较懒,不想手动去检查。想着通过prometheus最终展示到grafana,我就在grafana上看看有没有处于异常的网卡就好了。其次呢,我最近刚好在学习go,也想练练手;同时也问了一下研发同学,说很简单,叫我试试,遇到困难时也愿意帮助我。所以,我就打算试试了。
二、环境
组件 | 版本 | 备注 |
---|---|---|
k8s | v1.14 | |
ovs | v2.9.5 | |
go | 1.14.1 |
三、目标
目标就是要通过prometheus去拉取我的ovs bond的网卡状态指标,那么这里我需要编写一个go程序去获取我主机的ovs bond信息,并最终以metrics方式暴露供prometheus来拉取,在grafana上展示。示例如下:
# 现获取当前bond信息
[root@test~]$ ovs-appctl bond/show |grep '^slave' |grep -v grep |awk '{print $2""$3}'
a1-b1:enabled
a2-b2:enabled
a3-b3:enabled
a4-b4:disabled
# 最终组件暴露的数据如下 5代表获取bond信息的命令执行执行失败了,0-4表示有几张处于disabled状态的网卡
curl http://$IP:$PORT/metrics
ovs_bond_status{component="ovs"} 5
ovs_bond_status{component="ovs","a1b1"="enabled","a2b2"="disabled","a3b3"="enabled",a4b4="disabled“} 2
四、构想
-
由于要通过prometheus来抓取指标,所以bond 信息肯定要以metrics格式进行暴露。metrics格式可以参考prometheus官网。
-
bond有两个,每个下面有两张网卡,每张网卡的状态只有enabled和disabled,因此用数字0-4来告诉用户有几张网卡disabled了,用数字5来表示命令执行有问题或没有bond,需要人工介入。可以通过命令去获取bond信息,因此还是采取命令方式去获取。
-
要对执行命令获取的输出结果进行处理并放到metrics中去。注:metrics的label不能有【-】。
-
shell命令返回的bond正确信息用map去接收,key为网卡名,value为网卡状态
五、实践
先执行shell命令去获取bond信息
# 现获取当前bond信息
[root@test~]$ ovs-appctl bond/show |grep '^slave' |grep -v grep |awk '{print $2""$3}'
a1-b1:enabled
a2-b2:enabled
a3-b3:enabled
a4-b4:disabled
要针对shell的输出结果进行处理
# 执行shell命令,并对输出进行处理,记录相关日志
// return map
// 一种是执行命令错误,一种是执行命令成功,但是返回null
func getBondStatus() (m map[string]string) {
result, err := exec.Command("bash", "-c", "ovs-appctl bond/show | grep '^slave' | grep -v grep | awk '{print $2\"\"$3}'").Output()
if err != nil {
log.Error("result: ", string(result))
log.Error("command failed: ", err.Error())
m = make(map[string]string)
m["msg"] = "failure"
return m
} else if len(result) == 0 {
log.Error("command exec failed, result is null")
m = make(map[string]string)
m["msg"] = "return null"
return m
}
// 对结果进行进行处理,先去除两边空格
ret := strings.TrimSpace(string(result))
// 通过换行符切割
tt := strings.Split(ret, "\n")
//tt := []string{"a1-b1:enabled","a2-b2:disabled"}
//如果key带有【-】,则需要去掉
var nMap = make(map[string]string)
for i := 0; i < len(tt); i++ {
// if key contains "-"
if strings.Contains(tt[i], "-") == true {
nKey := strings.Split(strings.Split(tt[i], ":")[0], "-")
nMap[strings.Join(nKey, "")] = (strings.Split(tt[i], ":"))[1]
} else {
nMap[(strings.Split(tt[i], ":"))[0]] = (strings.Split(tt[i], ":"))[1]
}
}
return nMap
}
定义metrics指标
// define a struct
type ovsCollector struct {
// 可以定义多个
ovsMetric *prometheus.Desc
}
func (collector *ovsCollector) Describe(ch chan<- *prometheus.Desc) {
ch <- collector.ovsMetric
}
// 网卡名
var vLable = []string{}
// 网卡状态
var vValue = []string{}
// 固定label,表明是ovs
var constLabel = prometheus.Labels{"component": "ovs"}
// define metric
func newOvsCollector() *ovsCollector {
var rm = make(map[string]string)
rm = getBondStatus()
if _, ok := rm["msg"]; ok {
log.Error("command execute failed:", rm["msg"])
} else {
//只获取网卡名
for k, _ := range rm {
// get the net
vLable = append(vLable, k)
}
}
// metric
return &ovsCollector{
ovsMetric: prometheus.NewDesc("ovs_bond_status",
"Show ovs bond status", vLable,
constLabel),
}
}
指标对应值
// 命令执行正确则将对应的网卡、网卡状态以及处于异常的网卡数量注入到到metrics中去
func (collector *ovsCollector) Collect(ch chan<- prometheus.Metric) {
var metricValue float64
var rm = make(map[string]string)
rm = getBondStatus()
if _, ok := rm["msg"]; ok {
log.Error("command exec failed")
metricValue = 5
ch <- prometheus.MustNewConstMetric(collector.ovsMetric, prometheus.CounterValue, metricValue)
} else {
vValue = vValue[0:0]
//只取value
for _, v := range rm {
// get the net
vValue = append(vValue, v)
// 针对disabled计数
if v == "disabled" {
metricValue++
}
}
ch <- prometheus.MustNewConstMetric(collector.ovsMetric, prometheus.CounterValue, metricValue, vValue...)
}
}
程序入口
func main() {
ovs := newOvsCollector()
prometheus.MustRegister(ovs)
http.Handle("/metrics", promhttp.Handler())
log.Info("begin to server on port 8080")
// listen on port 8080
log.Fatal(http.ListenAndServe(":8080", nil))
}
完整代码
package main
import (
"github.com/prometheus/client_golang/prometheus"
"github.com/prometheus/client_golang/prometheus/promhttp"
log "github.com/sirupsen/logrus"
"net/http"
"os/exec"
"strings"
)
// define a struct from prometheus's struct named Desc
type ovsCollector struct {
ovsMetric *prometheus.Desc
}
func (collector *ovsCollector) Describe(ch chan<- *prometheus.Desc) {
ch <- collector.ovsMetric
}
var vLable = []string{}
var vValue = []string{}
var constLabel = prometheus.Labels{"component": "ovs"}
// get the value of the metric from a function who would execute a command and return a float64 value
func (collector *ovsCollector) Collect(ch chan<- prometheus.Metric) {
var metricValue float64
var rm = make(map[string]string)
rm = getBondStatus()
if _, ok := rm["msg"]; ok {
log.Error("command exec failed")
metricValue = 5
ch <- prometheus.MustNewConstMetric(collector.ovsMetric, prometheus.CounterValue, metricValue)
} else {
vValue = vValue[0:0]
for _, v := range rm {
// get the net
vValue = append(vValue, v)
if v == "disabled" {
metricValue++
}
}
ch <- prometheus.MustNewConstMetric(collector.ovsMetric, prometheus.CounterValue, metricValue, vValue...)
}
}
// define metric's name、help
func newOvsCollector() *ovsCollector {
var rm = make(map[string]string)
rm = getBondStatus()
if _, ok := rm["msg"]; ok {
log.Error("command execute failed:", rm["msg"])
} else {
for k, _ := range rm {
// get the net
vLable = append(vLable, k)
}
}
return &ovsCollector{
ovsMetric: prometheus.NewDesc("ovs_bond_status",
"Show ovs bond status", vLable,
constLabel),
}
}
func getBondStatus() (m map[string]string) {
result, err := exec.Command("bash", "-c", "ovs-appctl bond/show | grep '^slave' | grep -v grep | awk '{print $2\"\"$3}'").Output()
if err != nil {
log.Error("result: ", string(result))
log.Error("command failed: ", err.Error())
m = make(map[string]string)
m["msg"] = "failure"
return m
} else if len(result) == 0 {
log.Error("command exec failed, result is null")
m = make(map[string]string)
m["msg"] = "return null"
return m
}
ret := strings.TrimSpace(string(result))
tt := strings.Split(ret, "\n")
var nMap = make(map[string]string)
for i := 0; i < len(tt); i++ {
// if key contains "-"
if strings.Contains(tt[i], "-") == true {
nKey := strings.Split(strings.Split(tt[i], ":")[0], "-")
nMap[strings.Join(nKey, "")] = (strings.Split(tt[i], ":"))[1]
} else {
nMap[(strings.Split(tt[i], ":"))[0]] = (strings.Split(tt[i], ":"))[1]
}
}
return nMap
}
func main() {
ovs := newOvsCollector()
prometheus.MustRegister(ovs)
http.Handle("/metrics", promhttp.Handler())
log.Info("begin to server on port 8080")
// listen on port 8080
log.Fatal(http.ListenAndServe(":8080", nil))
}
六、部署
因为最终要部署到k8s环境中,
先构建镜像,参考如下Dockerfile
FROM golang:1.14.1 AS builder
WORKDIR /go/src
COPY ./ .
RUN go build -o ovs_check main.go
# runtime
FROM centos:7.7
COPY --from=builder /go/src/ovs_check /xiyangxixia/ovs_check
ENTRYPOINT ["/xiyangxixia/ovs_check"]
我这里部署使用的yaml如下所示:
---
apiVersion: apps/v1
kind: DaemonSet
metadata:
name: ovs-agent
namespace: kube-system
spec:
minReadySeconds: 5
selector:
matchLabels:
name: ovs-agent
template:
metadata:
annotations:
# 这里三个都要加上,告诉promethue抓取路径
prometheus.io/scrape: "true"
prometheus.io/port: "8080"
prometheus.io/path: "/metrics"
labels:
name: ovs-agent
spec:
containers:
- name: ovs-agent
image: ovs_bond:v1
imagePullPolicy: IfNotPresent
resources:
limits:
cpu: 100m
memory: 200Mi
requests:
cpu: 100m
memory: 200Mi
securityContext:
privileged: true
procMount: Default
volumeMounts:
- mountPath: /lib/modules
name: lib-modules
readOnly: true
- mountPath: /var/run/openvswitch
name: ovs-run
- mountPath: /usr/bin/ovs-appctl
name: ovs-bin
subPath: ovs-appctl
serviceAccountName: xiyangxixia
hostPID: true
hostIPC: true
volumes:
- hostPath:
path: /lib/modules
type: ""
name: lib-modules
- hostPath:
path: /var/run/openvswitch
type: ""
name: ovs-run
- hostPath:
path: /usr/bin/
type: ""
name: ovs-bin
updateStrategy:
type: RollingUpdate
七、测试
[root@test ~]$ kubectl get po -n kube-system -o wide |grep ovs
ovs-agent-h8zc6 1/1 Running 0 2d14h 10.211.55.41 master-1 <none> <none>
[root@test ~]$ curl 10.211.55.41:8080/metrics |grep ovs_bond
# HELP ovs_bond_status Show ovs bond status
# TYPE ovs_bond_status counter
ovs_bond_status{component="ovs",a1b1="enabled",a2b2="enabled",a3b3="enabled",a4b4="enabled"} 0
八、总结
以上就是这篇文章的所有了,原谅我学艺不精只能粗糙的介绍一下。感谢一直以来关注公众号的朋友们!
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