本文主要讲述使用 Prometheus监控ES，梳理核心监控指标并构建 Dashboard ，当集群有异常或者节点发生故障时，可以根据性能图表以高效率的方式进行问题诊断，再对核心指标筛选添加告警
通常需要监控的几个关键领域是：
- 查询和索引（indexing）性能
- 内存分配和垃圾回收
- 主机级别的系统和网络指标
- 集群健康状态和节点可用性
- 资源饱和度和相关错误
promethues官方的提供的ElasticSearch exporter提供的核心metrics监控以上关键领域
官网exporer地址：https://prometheus.io/docs/instrumenting/exporters/
elasticsearch_exporter github地址:https://github.com/justwatchcom/elasticsearch_exporter
根据说明文档安装启动即可：
[root@elk-log-srv01 elasticsearch_exporter-1.1.0rc1.linux-amd64]# ls CHANGELOG.md dashboard.json deployment.yml elasticsearch_exporter elasticsearch.rules LICENSE nohup.out README.md
支持kubernetes，可以看到提供的有相应的yml文件
直接启动：
nohup ./elasticsearch_exporter --es.uri="http://172.16.0.xx:9200" 2>&1 &
监听在:9114端口
修改prometheus.yml
- job_name: 'elasticsearch'
static_configs:
- targets:
- 172.16.0.xx:9114
#- 172.16.0.xx:9114
#- 172.16.0.1xx:9114
在grafana中导入elasticsearch模板文件：
{
"__inputs": [
{
"name": "DS_PROMETHEUS",
"label": "Prometheus",
"description": "",
"type": "datasource",
"pluginId": "prometheus",
"pluginName": "Prometheus"
}
],
"__requires": [
{
"type": "grafana",
"id": "grafana",
"name": "Grafana",
"version": "5.0.4"
},
{
"type": "panel",
"id": "graph",
"name": "Graph",
"version": "5.0.0"
},
{
"type": "datasource",
"id": "prometheus",
"name": "Prometheus",
"version": "5.0.0"
},
{
"type": "panel",
"id": "singlestat",
"name": "Singlestat",
"version": "5.0.0"
}
],
"annotations": {
"list": [
{
"builtIn": 1,
"datasource": "-- Grafana --",
"enable": true,
"hide": true,
"iconColor": "rgba(0, 211, 255, 1)",
"name": "Annotations & Alerts",
"type": "dashboard"
}
]
},
"description": "ElasticSearch cluster stats",
"editable": true,
"gnetId": 2322,
"graphTooltip": 1,
"id": null,
"iteration": 1544776125598,
"links": [
{
"asDropdown": true,
"icon": "external link",
"includeVars": false,
"keepTime": true,
"tags": [
"OS"
],
"targetBlank": true,
"title": "OS",
"type": "dashboards"
},
{
"asDropdown": true,
"icon": "external link",
"keepTime": true,
"tags": [
"MySQL"
],
"targetBlank": true,
"title": "MySQL",
"type": "dashboards"
},
{
"asDropdown": true,
"icon": "external link",
"keepTime": true,
"tags": [
"MongoDB"
],
"targetBlank": true,
"title": "MongoDB",
"type": "dashboards"
},
{
"asDropdown": true,
"icon": "external link",
"keepTime": true,
"tags": [
"App"
],
"targetBlank": true,
"title": "App",
"type": "dashboards"
}
],
"panels": [
{
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 0
},
"id": 90,
"panels": [],
"repeat": null,
"title": "KPI",
"type": "row"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"#508642",
"#bf1b00",
"#e5ac0e"
],
"datasource": "${DS_PROMETHEUS}",
"format": "none",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 3,
"w": 4,
"x": 0,
"y": 1
},
"height": "50",
"id": 53,
"interval": null,
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": true,
"lineColor": "rgb(31, 120, 193)",
"show": false
},
"tableColumn": "__name__",
"targets": [
{
"expr": "(elasticsearch_cluster_health_status{cluster="$cluster",color="red",instance="$instance"}==1) or (elasticsearch_cluster_health_status{cluster="$cluster",color="yellow",instance="$instance"}==1) +1 or (elasticsearch_cluster_health_status{cluster="$cluster",color="green",instance="$instance"}==1) + 2",
"format": "time_series",
"instant": true,
"intervalFactor": 2,
"legendFormat": "",
"refId": "A"
}
],
"thresholds": "1,2,3",
"title": "Cluster health",
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "N/A",
"value": "null"
},
{
"op": "=",
"text": "Green",
"value": "3"
},
{
"op": "=",
"text": "Yellow",
"value": "2"
},
{
"op": "=",
"text": "Red",
"value": "1"
}
],
"valueName": "avg"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"#299c46",
"rgba(237, 129, 40, 0.89)",
"#d44a3a"
],
"datasource": "${DS_PROMETHEUS}",
"decimals": null,
"format": "none",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 3,
"w": 2,
"x": 4,
"y": 1
},
"height": "50",
"id": 81,
"interval": null,
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": true,
"lineColor": "rgb(31, 120, 193)",
"show": true
},
"tableColumn": "__name__",
"targets": [
{
"expr": "count(elasticsearch_breakers_tripped{cluster="$cluster",name=~"$name"}>0)",
"format": "time_series",
"instant": true,
"intervalFactor": 2,
"legendFormat": "",
"refId": "A"
}
],
"thresholds": "1,2",
"title": "Tripped for breakers",
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "0",
"value": "N/A"
},
{
"op": "=",
"text": "0",
"value": "no value"
},
{
"op": "=",
"text": "0",
"value": "null"
}
],
"valueName": "avg"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"rgba(50, 172, 45, 0.97)",
"rgba(237, 129, 40, 0.89)",
"rgba(245, 54, 54, 0.9)"
],
"datasource": "${DS_PROMETHEUS}",
"editable": true,
"error": false,
"format": "percent",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 3,
"w": 4,
"x": 6,
"y": 1
},
"height": "50",
"id": 51,
"interval": null,
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "rgb(31, 120, 193)",
"show": false
},
"tableColumn": "",
"targets": [
{
"expr": "sum (elasticsearch_process_cpu_percent{cluster="$cluster",name=~"$name"} ) / count (elasticsearch_process_cpu_percent{cluster="$cluster",name=~"$name"} )",
"format": "time_series",
"instant": true,
"interval": "",
"intervalFactor": 2,
"legendFormat": "",
"metric": "",
"refId": "A",
"step": 60
}
],
"thresholds": "70,80",
"title": "CPU usage Avg.",
"transparent": false,
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "N/A",
"value": "null"
}
],
"valueName": "current"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"rgba(50, 172, 45, 0.97)",
"rgba(237, 129, 40, 0.89)",
"rgba(245, 54, 54, 0.9)"
],
"datasource": "${DS_PROMETHEUS}",
"editable": true,
"error": false,
"format": "percent",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 3,
"w": 4,
"x": 10,
"y": 1
},
"height": "50",
"id": 50,
"interval": null,
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "rgb(31, 120, 193)",
"show": false
},
"tableColumn": "",
"targets": [
{
"expr": "sum (elasticsearch_jvm_memory_used_bytes{cluster="$cluster",name=~"$name"}) / sum (elasticsearch_jvm_memory_max_bytes{cluster="$cluster",name=~"$name"}) * 100",
"format": "time_series",
"instant": true,
"interval": "",
"intervalFactor": 2,
"legendFormat": "",
"metric": "",
"refId": "A",
"step": 60
}
],
"thresholds": "70,80",
"title": "JVM memory used Avg.",
"transparent": false,
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "N/A",
"value": "null"
}
],
"valueName": "current"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"#bf1b00",
"#508642",
"#508642"
],
"datasource": "${DS_PROMETHEUS}",
"decimals": null,
"description": "Number of nodes in the cluster",
"editable": true,
"error": false,
"format": "none",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 3,
"w": 2,
"x": 14,
"y": 1
},
"height": "50",
"id": 10,
"interval": null,
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "rgb(31, 120, 193)",
"show": false
},
"tableColumn": "",
"targets": [
{
"expr": "sum(elasticsearch_cluster_health_number_of_nodes{cluster="$cluster",instance="$instance"})",
"format": "time_series",
"instant": true,
"interval": "",
"intervalFactor": 2,
"legendFormat": "",
"metric": "",
"refId": "A",
"step": 60
}
],
"thresholds": "13,14",
"title": "Nodes",
"transparent": false,
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "N/A",
"value": "null"
}
],
"valueName": "total"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"#bf1b00",
"#508642",
"#3f6833"
],
"datasource": "${DS_PROMETHEUS}",
"description": "Number of data nodes in the cluster",
"editable": true,
"error": false,
"format": "none",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 3,
"w": 2,
"x": 16,
"y": 1
},
"height": "50",
"id": 9,
"interval": null,
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
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}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "rgb(31, 120, 193)",
"show": false
},
"tableColumn": "",
"targets": [
{
"expr": "sum(elasticsearch_cluster_health_number_of_data_nodes{cluster="$cluster",instance="$instance"})",
"format": "time_series",
"instant": true,
"interval": "",
"intervalFactor": 2,
"legendFormat": "",
"metric": "",
"refId": "A",
"step": 60
}
],
"thresholds": "9,>10",
"title": "Data nodes",
"transparent": false,
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "N/A",
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}
],
"valueName": "total"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": true,
"colors": [
"rgba(50, 172, 45, 0.97)",
"rgba(237, 129, 40, 0.89)",
"rgba(245, 54, 54, 0.9)"
],
"datasource": "${DS_PROMETHEUS}",
"description": "Cluster level changes which have not yet been executed",
"editable": true,
"error": false,
"format": "none",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 3,
"w": 2,
"x": 18,
"y": 1
},
"height": "50",
"hideTimeOverride": true,
"id": 16,
"interval": null,
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
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}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": false,
"lineColor": "rgb(31, 120, 193)",
"show": true
},
"tableColumn": "",
"targets": [
{
"expr": "elasticsearch_cluster_health_number_of_pending_tasks{cluster="$cluster",instance="$instance"}",
"format": "time_series",
"instant": true,
"interval": "",
"intervalFactor": 2,
"legendFormat": "",
"metric": "",
"refId": "A",
"step": 60
}
],
"thresholds": "1,5",
"title": "Pending tasks",
"transparent": false,
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "N/A",
"value": "null"
}
],
"valueName": "current"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": false,
"colors": [
"rgba(50, 172, 45, 0.97)",
"rgba(237, 129, 40, 0.89)",
"rgba(245, 54, 54, 0.9)"
],
"datasource": "${DS_PROMETHEUS}",
"editable": true,
"error": false,
"format": "short",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 3,
"w": 4,
"x": 20,
"y": 1
},
"height": "50",
"id": 89,
"interval": null,
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
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}
],
"maxDataPoints": 100,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": true,
"lineColor": "rgb(31, 120, 193)",
"show": false
},
"tableColumn": "",
"targets": [
{
"expr": "sum (elasticsearch_process_open_files_count{cluster="$cluster",name=~"$name"})",
"format": "time_series",
"instant": true,
"interval": "",
"intervalFactor": 2,
"legendFormat": "",
"metric": "",
"refId": "A",
"step": 60
}
],
"thresholds": "",
"title": "Open file descriptors per cluster",
"transparent": false,
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [],
"valueName": "current"
},
{
"collapsed": false,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 4
},
"id": 91,
"panels": [],
"repeat": null,
"title": "Shards",
"type": "row"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": false,
"colors": [
"rgba(245, 54, 54, 0.9)",
"rgba(237, 129, 40, 0.89)",
"rgba(50, 172, 45, 0.97)"
],
"datasource": "${DS_PROMETHEUS}",
"description": "The number of primary shards in your cluster. This is an aggregate total across all indices.",
"editable": true,
"error": false,
"format": "none",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
"h": 3,
"w": 4,
"x": 0,
"y": 5
},
"height": "50",
"id": 11,
"interval": null,
"links": [],
"mappingType": 1,
"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
"name": "range to text",
"value": 2
}
],
"maxDataPoints": 100,
"minSpan": 4,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
],
"repeat": "shard_type",
"sparkline": {
"fillColor": "rgba(31, 118, 189, 0.18)",
"full": true,
"lineColor": "rgb(31, 120, 193)",
"show": true
},
"tableColumn": "",
"targets": [
{
"expr": "sum(elasticsearch_cluster_health_active_primary_shards{cluster="$cluster",instance="$instance"})",
"format": "time_series",
"instant": true,
"intervalFactor": 2,
"legendFormat": "",
"refId": "A",
"step": 60
}
],
"thresholds": "",
"title": "Active primary shards",
"type": "singlestat",
"valueFontSize": "80%",
"valueMaps": [
{
"op": "=",
"text": "N/A",
"value": "null"
}
],
"valueName": "current"
},
{
"cacheTimeout": null,
"colorBackground": false,
"colorValue": false,
"colors": [
"rgba(245, 54, 54, 0.9)",
"rgba(237, 129, 40, 0.89)",
"rgba(50, 172, 45, 0.97)"
],
"datasource": "${DS_PROMETHEUS}",
"description": "Aggregate total of all shards across all indices, which includes replica shards",
"editable": true,
"error": false,
"format": "none",
"gauge": {
"maxValue": 100,
"minValue": 0,
"show": false,
"thresholdLabels": false,
"thresholdMarkers": true
},
"gridPos": {
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"w": 4,
"x": 4,
"y": 5
},
"height": "50",
"id": 39,
"interval": null,
"links": [],
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"mappingTypes": [
{
"name": "value to text",
"value": 1
},
{
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"value": 2
}
],
"maxDataPoints": 100,
"minSpan": 4,
"nullPointMode": "connected",
"nullText": null,
"postfix": "",
"postfixFontSize": "50%",
"prefix": "",
"prefixFontSize": "50%",
"rangeMaps": [
{
"from": "null",
"text": "N/A",
"to": "null"
}
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}
],
"thresholds": [],
"timeFrom": null,
"timeShift": null,
"title": "Size of points with all shards on all nodes in bytes",
"tooltip": {
"shared": true,
"sort": 2,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
"buckets": null,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"format": "bytes",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": false
}
]
}
],
"repeat": null,
"title": "Indices: Points",
"type": "row"
},
{
"collapsed": true,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 51
},
"id": 111,
"panels": [
{
"aliasColors": {},
"bars": false,
"dashLength": 10,
"dashes": false,
"datasource": "Prometheus",
"fill": 1,
"gridPos": {
"h": 7,
"w": 24,
"x": 0,
"y": 28
},
"id": 71,
"legend": {
"alignAsTable": true,
"avg": true,
"current": false,
"max": true,
"min": true,
"rightSide": true,
"show": true,
"sort": "avg",
"sortDesc": true,
"total": false,
"values": true
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 5,
"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"expr": "elasticsearch_indices_segment_terms_memory_primary{instance=~"$instance"}",
"format": "time_series",
"intervalFactor": 2,
"legendFormat": "{{index}}",
"refId": "A"
}
],
"thresholds": [],
"timeFrom": null,
"timeShift": null,
"title": "Size of terms with only primary shards on all nodes in bytes",
"tooltip": {
"shared": true,
"sort": 2,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
"buckets": null,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"format": "bytes",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": false
}
]
},
{
"aliasColors": {},
"bars": false,
"dashLength": 10,
"dashes": false,
"datasource": "Prometheus",
"fill": 1,
"gridPos": {
"h": 7,
"w": 24,
"x": 0,
"y": 35
},
"id": 72,
"legend": {
"alignAsTable": true,
"avg": true,
"current": false,
"max": true,
"min": true,
"rightSide": true,
"show": true,
"sort": "avg",
"sortDesc": true,
"total": false,
"values": true
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 5,
"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"expr": "elasticsearch_indices_segment_terms_memory_total{instance=~"$instance"}",
"format": "time_series",
"intervalFactor": 2,
"legendFormat": "{{index}}",
"refId": "A"
}
],
"thresholds": [],
"timeFrom": null,
"timeShift": null,
"title": "Number of terms with all shards on all nodes in bytes",
"tooltip": {
"shared": true,
"sort": 2,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
"buckets": null,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"format": "bytes",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": false
}
]
}
],
"repeat": null,
"title": "Indices: Terms",
"type": "row"
},
{
"collapsed": true,
"gridPos": {
"h": 1,
"w": 24,
"x": 0,
"y": 52
},
"id": 112,
"panels": [
{
"aliasColors": {},
"bars": false,
"dashLength": 10,
"dashes": false,
"datasource": "Prometheus",
"fill": 1,
"gridPos": {
"h": 7,
"w": 24,
"x": 0,
"y": 29
},
"id": 73,
"legend": {
"alignAsTable": true,
"avg": true,
"current": false,
"hideZero": true,
"max": true,
"min": true,
"rightSide": true,
"show": true,
"sort": "avg",
"sortDesc": true,
"total": false,
"values": true
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 5,
"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"expr": "elasticsearch_indices_segment_version_map_memory_bytes_primary{instance=~"$instance"}",
"format": "time_series",
"intervalFactor": 2,
"legendFormat": "{{index}}",
"refId": "A"
}
],
"thresholds": [],
"timeFrom": null,
"timeShift": null,
"title": "Size of version map with only primary shards on all nodes in bytes",
"tooltip": {
"shared": true,
"sort": 2,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
"buckets": null,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"format": "bytes",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": false
}
]
},
{
"aliasColors": {},
"bars": false,
"dashLength": 10,
"dashes": false,
"datasource": "Prometheus",
"fill": 1,
"gridPos": {
"h": 7,
"w": 24,
"x": 0,
"y": 36
},
"id": 74,
"legend": {
"alignAsTable": true,
"avg": true,
"current": false,
"hideZero": true,
"max": true,
"min": true,
"rightSide": true,
"show": true,
"sort": "avg",
"sortDesc": true,
"total": false,
"values": true
},
"lines": true,
"linewidth": 1,
"links": [],
"nullPointMode": "null",
"percentage": false,
"pointradius": 5,
"points": false,
"renderer": "flot",
"seriesOverrides": [],
"spaceLength": 10,
"stack": false,
"steppedLine": false,
"targets": [
{
"expr": "elasticsearch_indices_segment_version_map_memory_bytes_total{instance=~"$instance"}",
"format": "time_series",
"intervalFactor": 2,
"legendFormat": "{{index}}",
"refId": "A"
}
],
"thresholds": [],
"timeFrom": null,
"timeShift": null,
"title": "Size of version map with all shards on all nodes in bytes",
"tooltip": {
"shared": true,
"sort": 2,
"value_type": "individual"
},
"type": "graph",
"xaxis": {
"buckets": null,
"mode": "time",
"name": null,
"show": true,
"values": []
},
"yaxes": [
{
"format": "bytes",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": true
},
{
"format": "short",
"label": null,
"logBase": 1,
"max": null,
"min": null,
"show": false
}
]
}
],
"repeat": null,
"title": "Indices: Version map",
"type": "row"
}
],
"refresh": false,
"schemaVersion": 16,
"style": "dark",
"tags": [
"elasticsearch",
"App"
],
"templating": {
"list": [
{
"auto": true,
"auto_count": 30,
"auto_min": "10s",
"current": {
"text": "auto",
"value": "$__auto_interval_interval"
},
"hide": 0,
"label": "Interval",
"name": "interval",
"options": [
{
"selected": true,
"text": "auto",
"value": "$__auto_interval_interval"
},
{
"selected": false,
"text": "5m",
"value": "5m"
},
{
"selected": false,
"text": "10m",
"value": "10m"
},
{
"selected": false,
"text": "30m",
"value": "30m"
},
{
"selected": false,
"text": "1h",
"value": "1h"
},
{
"selected": false,
"text": "6h",
"value": "6h"
},
{
"selected": false,
"text": "12h",
"value": "12h"
},
{
"selected": false,
"text": "1d",
"value": "1d"
},
{
"selected": false,
"text": "7d",
"value": "7d"
},
{
"selected": false,
"text": "14d",
"value": "14d"
},
{
"selected": false,
"text": "30d",
"value": "30d"
}
],
"query": "5m,10m,30m,1h,6h,12h,1d,7d,14d,30d",
"refresh": 2,
"type": "interval"
},
{
"allValue": null,
"current": {},
"datasource": "${DS_PROMETHEUS}",
"hide": 0,
"includeAll": false,
"label": "Сluster",
"multi": false,
"name": "cluster",
"options": [],
"query": "label_values(elasticsearch_indices_docs,cluster)",
"refresh": 1,
"regex": "",
"sort": 1,
"tagValuesQuery": null,
"tags": [],
"tagsQuery": null,
"type": "query",
"useTags": false
},
{
"allValue": null,
"current": {},
"datasource": "${DS_PROMETHEUS}",
"hide": 0,
"includeAll": true,
"label": "Node name",
"multi": true,
"name": "name",
"options": [],
"query": "label_values(elasticsearch_indices_docs{cluster="$cluster", name!=""},name)",
"refresh": 1,
"regex": "",
"sort": 1,
"tagValuesQuery": null,
"tags": [],
"tagsQuery": null,
"type": "query",
"useTags": false
},
{
"allValue": null,
"current": {},
"datasource": "${DS_PROMETHEUS}",
"hide": 0,
"includeAll": false,
"label": "Source of metrics",
"multi": false,
"name": "instance",
"options": [],
"query": "label_values(elasticsearch_indices_docs{cluster="$cluster", name!=""},instance)",
"refresh": 1,
"regex": "",
"sort": 1,
"tagValuesQuery": null,
"tags": [],
"tagsQuery": null,
"type": "query",
"useTags": false
}
]
},
"time": {
"from": "now-1h",
"to": "now"
},
"timepicker": {
"refresh_intervals": [
"5s",
"10s",
"30s",
"1m",
"5m",
"15m",
"30m",
"1h",
"2h",
"1d"
],
"time_options": [
"5m",
"15m",
"1h",
"6h",
"12h",
"24h",
"2d",
"7d",
"30d"
]
},
"timezone": "browser",
"title": "ElasticSearch_Exporter-2",
"uid": "pp7R0LPiz",
"version": 8
}
最后监控面板如下：
altermanager告警策略
- name: kafkaStatsAlert
rules:
- alert: Kafka_Cluster_Health
expr: kafka_brokers < 3
for: 1m
labels:
severity: critical
annotations:
summary: "Kafka running on less than 3 nodes"
description: "There are only {{$value}} < 3 Kafka nodes running"
- name: kafkaTagAlert
rules:
- alert: Kafka_Cluster_Tag
expr: sum(kafka_consumergroup_lag{}) by(consumergroup,topic) > 500000
#expr: sum(kafka_consumergroup_lag{consumergroup="appLogs",topic="appLogs"}) > 500000
for: 1m
labels:
severity: critical
annotations:
summary: "Kafka group:{{ $labels.consumergroup }} ,topic:{{ $labels.topic }},消费延迟:{{ $value }}"
description: "Kafka group:{{ $labels.consumergroup }} ,topic:{{ $labels.topic }} Tag > 500000"