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Prometheus-JVM

在这里插入图片描述

一. JVM监控

  • 通过 jmx_exporter 启动端口来实现JVM的监控

Github

Kubernetes Deployment Java 服务,修改

wget https://repo1.maven.org/maven2/io/prometheus/jmx/jmx_prometheus_javaagent/0.19.0/jmx_prometheus_javaagent-0.19.0.jar# 编写配置文件,我是通过 hostPath 方式挂进 pod 中的
lowercaseOutputLabelNames: true
lowercaseOutputName: true
whitelistObjectNames: ["java.lang:type=OperatingSystem"]
rules:- pattern: 'java.lang<type=OperatingSystem><>((?!process_cpu_time)\w+):'name: os_$1type: GAUGEattrNameSnakeCase: true# 加入启动参数,其他部分省略,只看增加的spec:containers:- command:- java- -javaagent:/home/prometheus/jmx/jmx_prometheus_javaagent-0.19.0.jar=9999:/home/prometheus/jmx/config.yml		# 加入启动参数,指定端口为9999,并指定配置文件volumeMounts:        - mountPath: /home/prometheus/jmxname: jmxvolumes:- hostPath:path: /home/prometheus/jmxtype: ""name: jmx        

Service 修改或增加

apiVersion: v1
kind: Service
metadata:annotations:					# Service加入2行注释prometheus.io/jvm: "true"prometheus.io/port: "9999"name: yff-uef-apinamespace: yff
spec:ports:- name: httpport: 8080protocol: TCPtargetPort: 8080- name: jmx-metrices			# 并增加jmx所暴露的端口port: 9999protocol: TCPtargetPort: 9999selector:name: yff-uef-apiservice/env: prodtype: ClusterIP

Prometheus 增加 jvm 的配置

    - job_name: 'jvm'kubernetes_sd_configs:- role: endpointsrelabel_configs:- source_labels: [__meta_kubernetes_service_annotation_prometheus_io_jvm]action: keepregex: true- source_labels: [__address__, __meta_kubernetes_service_annotation_prometheus_io_port]action: replacetarget_label: __address__regex: ([^:]+)(?::\d+)?;(\d+)replacement: $1:$2- source_labels: [__meta_kubernetes_service_name]action: replaceregex: (.+)target_label: applicationreplacement: $1- action: labelmapregex: __meta_kubernetes_service_label_(.+)

Grafana 增加面板

  • 可以在官网寻找面板 JXM dashboard
  • 如下是我的 dashboard json信息
{"annotations": {"list": [{"builtIn": 1,"datasource": {"type": "datasource","uid": "grafana"},"enable": true,"hide": true,"iconColor": "rgba(0, 211, 255, 1)","name": "Annotations & Alerts","type": "dashboard"},{"datasource": {"type": "prometheus","uid": "xpMiKxl4k"},"enable": true,"expr": "resets(process_uptime_seconds{application=\"$application\", instance=\"$instance\"}[1m]) > 0","hide": false,"iconColor": "rgba(255, 96, 96, 1)","name": "Restart Detection","showIn": 0,"step": "1m","tagKeys": "restart-tag","textFormat": "uptime reset","titleFormat": "Restart"}]},"description": "Complete dashboard using metrics from prometheus JMX exporter, with drill down per job > instance","editable": true,"fiscalYearStartMonth": 0,"gnetId": 8563,"graphTooltip": 0,"id": 81,"links": [],"liveNow": false,"panels": [{"datasource": {"uid": "$datasource"},"fieldConfig": {"defaults": {"color": {"mode": "thresholds"},"mappings": [{"options": {"0": {"text": "DOWN"},"1": {"text": "UP"}},"type": "value"},{"options": {"match": "null","result": {"text": "DOWN"}},"type": "special"}],"thresholds": {"mode": "absolute","steps": [{"color": "#d44a3a","value": null},{"color": "#e24d42","value": 0},{"color": "#299c46","value": 1}]},"unit": "none"},"overrides": []},"gridPos": {"h": 4,"w": 3,"x": 3,"y": 0},"hideTimeOverride": false,"id": 21,"links": [{"targetBlank": true,"title": "Tomcat dashboard","url": "/d/chanjarster-tomcat-dashboard/tomcat-dashboard?$__url_time_range&$__all_variables"}],"maxDataPoints": 100,"options": {"colorMode": "value","graphMode": "none","justifyMode": "auto","orientation": "horizontal","reduceOptions": {"calcs": ["lastNotNull"],"fields": "","values": false},"textMode": "auto"},"pluginVersion": "9.5.7","targets": [{"datasource": {"uid": "$datasource"},"expr": "up{job=\"$job\",instance=\"$instance\"}","format": "time_series","instant": true,"intervalFactor": 1,"refId": "A"}],"title": "Status","type": "stat"},{"datasource": {"uid": "$datasource"},"fieldConfig": {"defaults": {"color": {"mode": "thresholds"},"decimals": 0,"mappings": [{"options": {"match": "null","result": {"text": "N/A"}},"type": "special"}],"thresholds": {"mode": "absolute","steps": [{"color": "green","value": null},{"color": "red","value": 80}]},"unit": "s"},"overrides": []},"gridPos": {"h": 4,"w": 4,"x": 6,"y": 0},"id": 14,"links": [],"maxDataPoints": 100,"options": {"colorMode": "none","graphMode": "none","justifyMode": "auto","orientation": "horizontal","reduceOptions": {"calcs": ["lastNotNull"],"fields": "","values": false},"textMode": "auto"},"pluginVersion": "9.5.7","targets": [{"datasource": {"uid": "$datasource"},"expr": "time() - process_start_time_seconds{job=\"$job\",instance=\"$instance\"}","format": "time_series","instant": true,"intervalFactor": 1,"refId": "A"}],"title": "Uptime","type": "stat"},{"datasource": {"uid": "$datasource"},"fieldConfig": {"defaults": {"color": {"mode": "thresholds"},"mappings": [{"options": {"match": "null","result": {"text": "N/A"}},"type": "special"}],"thresholds": {"mode": "absolute","steps": [{"color": "#299c46","value": null},{"color": "rgba(237, 129, 40, 0.89)","value": 35},{"color": "#d44a3a","value": 50}]},"unit": "dateTimeAsIso"},"overrides": []},"gridPos": {"h": 4,"w": 4,"x": 10,"y": 0},"id": 15,"interval": "","links": [],"maxDataPoints": 100,"options": {"colorMode": "none","graphMode": "none","justifyMode": "auto","orientation": "horizontal","reduceOptions": {"calcs": ["lastNotNull"],"fields": "","values": false},"textMode": "auto"},"pluginVersion": "9.5.7","targets": [{"datasource": {"uid": "$datasource"},"expr": "process_start_time_seconds{job=\"$job\",instance=\"$instance\"}*1000","format": "time_series","instant": true,"intervalFactor": 1,"refId": "A"}],"title": "Start time","type": "stat"},{"datasource": {"uid": "$datasource"},"fieldConfig": {"defaults": {"color": {"mode": "thresholds"},"decimals": 0,"mappings": [{"options": {"match": "null","result": {"text": "N/A"}},"type": "special"}],"thresholds": {"mode": "absolute","steps": [{"color": "green","value": null},{"color": "red","value": 80}]},"unit": "none"},"overrides": []},"gridPos": {"h": 4,"w": 7,"x": 14,"y": 0},"id": 19,"links": [],"maxDataPoints": 100,"options": {"colorMode": "none","graphMode": "none","justifyMode": "auto","orientation": "horizontal","reduceOptions": {"calcs": ["lastNotNull"],"fields": "/^jdk$/","values": false},"textMode": "auto"},"pluginVersion": "9.5.7","targets": [{"datasource": {"uid": "$datasource"},"expr": "label_join(jvm_info{job=\"$job\",instance=\"$instance\"}, \"jdk\", \", \", \"vendor\", \"runtime\", \"version\")","format": "table","instant": true,"intervalFactor": 1,"legendFormat": "","refId": "A"}],"title": "JVM Version","type": "stat"},{"datasource": {"uid": "$datasource"},"fieldConfig": {"defaults": {"color": {"mode": "thresholds"},"mappings": [{"options": {"match": "null","result": {"text": "N/A"}},"type": "special"}],"thresholds": {"mode": "absolute","steps": [{"color": "green","value": null},{"color": "red","value": 80}]},"unit": "none"},"overrides": []},"gridPos": {"h": 4,"w": 4,"x": 6,"y": 4},"id": 39,"interval": "","links": [],"maxDataPoints": 100,"options": {"colorMode": "none","graphMode": "none","justifyMode": "auto","orientation": "horizontal","reduceOptions": {"calcs": ["lastNotNull"],"fields": "","values": false},"textMode": "auto"},"pluginVersion": "9.5.7","targets": [{"datasource": {"uid": "$datasource"},"expr": "os_available_processors{job=\"$job\",instance=\"$instance\"}","format": "time_series","instant": true,"intervalFactor": 1,"refId": "A"}],"title": "Available CPUs","type": "stat"},{"datasource": {"uid": "$datasource"},"fieldConfig": {"defaults": {"color": {"mode": "thresholds"},"mappings": [{"options": {"match": "null","result": {"text": "N/A"}},"type": "special"}],"thresholds": {"mode": "absolute","steps": [{"color": "green","value": null},{"color": "red","value": 80}]},"unit": "none"},"overrides": []},"gridPos": {"h": 4,"w": 4,"x": 10,"y": 4},"id": 23,"links": [],"maxDataPoints": 100,"options": {"colorMode": "none","graphMode": "none","justifyMode": "auto","orientation": "horizontal","reduceOptions": {"calcs": ["mean"],"fields": "","values": false},"textMode": "auto"},"pluginVersion": "9.5.7","targets": [{"datasource": {"uid": "$datasource"},"expr": "os_system_load_average{job=\"$job\",instance=\"$instance\"}","format": "time_series","instant": true,"intervalFactor": 1,"refId": "A"}],"title": "System load average","type": "stat"},{"datasource": {"uid": "$datasource"},"fieldConfig": {"defaults": {"color": {"mode": "thresholds"},"mappings": [{"options": {"match": "null","result": {"text": "N/A"}},"type": "special"}],"thresholds": {"mode": "absolute","steps": [{"color": "green","value": null},{"color": "red","value": 80}]},"unit": "none"},"overrides": []},"gridPos": {"h": 4,"w": 4,"x": 14,"y": 4},"id": 38,"links": [],"maxDataPoints": 100,"options": {"colorMode": "none","graphMode": 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[],"spaceLength": 10,"stack": false,"steppedLine": false,"targets": [{"datasource": {"uid": "$datasource"},"expr": "os_system_cpu_load{job=\"$job\",instance=\"$instance\"}","format": "time_series","intervalFactor": 1,"legendFormat": "System","refId": "B"},{"datasource": {"uid": "$datasource"},"expr": "os_process_cpu_load{job=\"$job\",instance=\"$instance\"}","format": "time_series","intervalFactor": 1,"legendFormat": "JVM","refId": "A"}],"thresholds": [],"timeRegions": [],"title": "CPU load","tooltip": {"shared": true,"sort": 0,"value_type": "individual"},"type": "graph","xaxis": {"mode": "time","show": true,"values": []},"yaxes": [{"decimals": 1,"format": "percentunit","logBase": 1,"show": true},{"format": "short","logBase": 1,"show": false}],"yaxis": {"align": false}},{"aliasColors": {},"bars": false,"dashLength": 10,"dashes": false,"datasource": {"uid": "$datasource"},"fill": 1,"fillGradient": 0,"gridPos": {"h": 9,"w": 12,"x": 0,"y": 17},"hiddenSeries": false,"id": 8,"legend": {"alignAsTable": true,"avg": true,"current": true,"max": true,"min": true,"rightSide": false,"show": true,"sortDesc": true,"total": false,"values": true},"lines": true,"linewidth": 1,"links": [],"maxPerRow": 2,"nullPointMode": "null","options": {"alertThreshold": true},"percentage": false,"pluginVersion": "9.5.7","pointradius": 5,"points": false,"renderer": "flot","repeat": "memarea","repeatDirection": "h","seriesOverrides": [{"alias": "Usage %","bars": true,"color": "#6d1f62","legend": false,"lines": false,"yaxis": 2,"zindex": -1}],"spaceLength": 10,"stack": false,"steppedLine": false,"targets": [{"datasource": {"uid": "$datasource"},"expr": "jvm_memory_bytes_used{area=\"$memarea\",job=\"$job\",instance=\"$instance\"}","format": "time_series","intervalFactor": 1,"legendFormat": "Used","refId": "A"},{"datasource": {"uid": "$datasource"},"expr": " jvm_memory_bytes_max{area=\"$memarea\",job=\"$job\",instance=\"$instance\"}","format": "time_series","intervalFactor": 1,"legendFormat": "Max","refId": "B"},{"datasource": {"uid": "$datasource"},"expr": "jvm_memory_bytes_used{area=\"$memarea\",job=\"$job\",instance=\"$instance\"} / jvm_memory_bytes_max >= 0","format": "time_series","intervalFactor": 1,"legendFormat": "Usage %","refId": "C"}],"thresholds": [],"timeRegions": [],"title": "Memory area [$memarea]","tooltip": {"shared": true,"sort": 0,"value_type": "individual"},"type": "graph","xaxis": {"mode": "time","show": true,"values": []},"yaxes": [{"format": "bytes","logBase": 1,"show": true},{"format": "percentunit","label": "","logBase": 1,"max": "1","min": "0","show": true}],"yaxis": {"align": false}},{"aliasColors": {},"bars": false,"dashLength": 10,"dashes": false,"datasource": {"uid": "$datasource"},"fill": 1,"fillGradient": 0,"gridPos": {"h": 9,"w": 12,"x": 0,"y": 26},"hiddenSeries": false,"id": 2,"legend": {"alignAsTable": true,"avg": true,"current": true,"max": true,"min": true,"rightSide": false,"show": true,"sort": "current","sortDesc": true,"total": 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}

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