首页 > 技术文章 > elasticsearch 监控

xuliang666 2019-07-19 10:50 原文

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:

  1. 查询和索引(indexing)性能
  2. 内存分配和垃圾回收
  3. 主机级别的系统和网络指标
  4. 集群健康状态和节点可用性
  5. 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
        },
        {
          "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_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",
          "value": "null"
        }
      ],
      "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": "${DS_PROMETHEUS}",
      "description": "Cluster level changes which have not yet been executed",
      "editable": true,
      "error": false,
      "format": "none",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": false,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 3,
        "w": 2,
        "x": 18,
        "y": 1
      },
      "height": "50",
      "hideTimeOverride": true,
      "id": 16,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "nullPointMode": "connected",
      "nullText": null,
      "postfix": "",
      "postfixFontSize": "50%",
      "prefix": "",
      "prefixFontSize": "50%",
      "rangeMaps": [
        {
          "from": "null",
          "text": "N/A",
          "to": "null"
        }
      ],
      "sparkline": {
        "fillColor": "rgba(31, 118, 189, 0.18)",
        "full": false,
        "lineColor": "rgb(31, 120, 193)",
        "show": true
      },
      "tableColumn": "",
      "targets": [
        {
          "expr": "elasticsearch_cluster_health_number_of_pending_tasks{cluster=\"$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",
          "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": "",
      "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": "${DS_PROMETHEUS}",
      "description": "The number of primary shards in your cluster. This is an aggregate total across all indices.",
      "editable": true,
      "error": false,
      "format": "none",
      "gauge": {
        "maxValue": 100,
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          "links": [],
          "nullPointMode": "null",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "elasticsearch_indices_segment_terms_memory_total{instance=~\"$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"

  

 

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