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DevOps工具链系列Tools(2)--Prometheus

DevOps工具链系列Tools(2)--Prometheus

作者: 小E的私房菜 | 来源:发表于2019-05-18 15:15 被阅读0次

    一、prometheus简介：

    Prometheus是由SoundCloud开发的开源监控报警系统和时序列数据库(TSDB)。Prometheus使用Go语言开发，是Google BorgMon监控系统的开源版本。

    1.Prometheus的特点

    • 多维度数据模型。
    • 灵活的查询语言。
    • 不依赖分布式存储，单个服务器节点是自主的。
    • 通过基于HTTP的pull方式采集时序数据。
    • 可以通过中间网关进行时序列数据推送。
    • 通过服务发现或者静态配置来发现目标服务对象。
    • 支持多种多样的图表和界面展示，比如Grafana等。

    需要指出的是，由于数据采集可能会有丢失，所以 Prometheus 不适用对采集数据要 100% 准确的情形。但如果用于记录时间序列数据，Prometheus 具有很大的查询优势，此外，Prometheus 适用于微服务的体系架构。

    2.Prometheus 组成及架构

    Prometheus生态系统由多个组件组成，它们中的一些是可选的。

    • Prometheus Server：主要负责数据采集和存储，提供PromQL查询语言的支持
    • 客户端SDK：官方提供的客户端类库有go、java、scala、python、ruby，其他还有很多第三方开发的类库，支持nodejs、php、erlang等。
    • Push Gateway：支持临时性Job主动推送指标的中间网关。
    • PromDash：可视化指标数据
    • alertmanager：警告管理器，用来进行报警。
    • prometheus_cli：命令行工具，可以用来安装插件等
      1.prometheus-架构
      Prometheus的基本原理是通过HTTP协议周期性抓取被监控组件的状态，任意组件只要提供对应的HTTP接口就可以接入监控。不需要任何SDK或者其他的集成过程。这样做非常适合做虚拟化环境监控系统，比如VM、Docker、Kubernetes等。输出被监控组件信息的HTTP接口被叫做exporter 。目前互联网公司常用的组件大部分都有exporter可以直接使用，比如Varnish、Haproxy、Nginx、MySQL、Linux系统信息(包括磁盘、内存、CPU、网络等等)。

    二、基础环境

    2.Prometheus-基础环境

    三、Prometheus安装

    1.安装：

    下载：wget https://github.com/prometheus/prometheus/releases/download/v1.6.3/prometheus-1.6.3.linux-amd64.tar.gz
解压：tar xzvf prometheus-1.6.3.linux-amd64.tar.gz$ mv prometheus-1.6.3.linux-amd64 /usr/local/prometheus

    2.安装验证：

    3.prometheus-安装验证

    3.配置Prometheus

    # my global config
global:
  scrape_interval:     15s # Set the scrape interval to every 15 seconds. Default is every 1 minute.
  evaluation_interval: 15s # Evaluate rules every 15 seconds. The default is every 1 minute.
  # scrape_timeout is set to the global default (10s).

  # Attach these labels to any time series or alerts when communicating with
  # external systems (federation, remote storage, Alertmanager).
  external_labels:
      monitor: 'codelab-monitor'

# Load rules once and periodically evaluate them according to the global 'evaluation_interval'.
rule_files:
  # - "first.rules"
  # - "second.rules"

# Attach these labels to any time series or alerts when communicating with
  # external systems (federation, remote storage, Alertmanager).
  external_labels:
      monitor: 'codelab-monitor'

# Load rules once and periodically evaluate them according to the global 'evaluation_interval'.
rule_files:
  # - "first.rules"
  # - "second.rules"

# A scrape configuration containing exactly one endpoint to scrape:
# Here it's Prometheus itself.
scrape_configs:
  # The job name is added as a label `job=<job_name>` to any timeseries scraped from this config.
  - job_name: 'prometheus'

    # metrics_path defaults to '/metrics'
    # scheme defaults to 'http'.

    static_configs:
      - targets: ['localhost:9090','localhost:9100']
        labels:
          instance: Prometheus
    1. global：全局配置
    • scrape_interval : 默认抓取间隔, 15秒向目标抓取一次数据evaluation_interval:每15秒评估一次规则
    • external_labels: 这个标签是在本机上每一条时间序列上都会默认产生的，主要可以用于联合查询、远程存储、Alertmanger时使用。
    • rule_files:加载规则一次，并根据全局'evaluation_interval'定期评估它们。
    • scrape_configs:抓取promethues自身的配置
    • job name：这个配置是表示在这个配置内的时间序例，每一条都会自动添加上这个{job_name:"prometheus"}的标签。

    • scrape_interval:重写了全局抓取间隔时间，由15秒重写成5秒。
      2.启动promethues：


      4.promethues-启动promethues
      5.promethues-Dashboard

      由于promethues自带的DashBoard不是十分友善，因此，我们强烈推荐使用Grafana：

    四、Grafana：

    1.安装：

    下载：wget https://dl.grafana.com/oss/release/grafana-6.1.6-1.x86_64.rpm
安装：rpm -ivh grafana-6.1.6-1.x86_64.rpm

    grafana 默认在工作在3000端口


    6.grafana-Dashboard
    7.grafana-配置数据源为prometheus
    8.grafana-dashboard for prometheus

    2.优化grafana（插件安装）：

    dashboard json：
{
  "__inputs": [
    {
      "name": "DS_PROMETHEUS_111",
      "label": "prometheus",
      "description": "",
      "type": "datasource",
      "pluginId": "prometheus",
      "pluginName": "Prometheus"
    }
  ],
  "__requires": [
    {
      "type": "grafana",
      "id": "grafana",
      "name": "Grafana",
      "version": "5.3.2"
    },
    {
      "type": "panel",
      "id": "grafana-piechart-panel",
      "name": "Pie Chart",
      "version": "1.3.3"
    },
    {
      "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"
    },
    {
      "type": "panel",
      "id": "table",
      "name": "Table",
      "version": "5.0.0"
    },
    {
      "type": "panel",
      "id": "text",
      "name": "Text",
      "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": "使用 Node Exporter v0.16，精简优化重要指标展示。\r\n包含：CPU 内存 磁盘 IO 网络 温度等监控指标。\r\nhttps://github.com/starsliao/Prometheus",
  "editable": true,
  "gnetId": 8919,
  "graphTooltip": 0,
  "id": null,
  "iteration": 1542357033300,
  "links": [],
  "panels": [
    {
      "content": "",
      "editable": true,
      "error": false,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 0
      },
      "id": 11,
      "links": [],
      "minSpan": 4,
      "mode": "html",
      "repeat": "node",
      "repeatDirection": "h",
      "style": {},
      "title": "$node",
      "type": "text"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": false,
      "colors": [
        "rgba(245, 54, 54, 0.9)",
        "rgba(237, 129, 40, 0.89)",
        "rgba(50, 172, 45, 0.97)"
      ],
      "datasource": "${DS_PROMETHEUS_111}",
      "decimals": 1,
      "description": "",
      "format": "s",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": false,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 5,
        "w": 2,
        "x": 0,
        "y": 1
      },
      "hideTimeOverride": true,
      "id": 15,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "nullPointMode": "null",
      "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": "time() - node_boot_time_seconds{instance=~\"$node\"}",
          "format": "time_series",
          "hide": false,
          "instant": true,
          "intervalFactor": 2,
          "refId": "A",
          "step": 40
        }
      ],
      "thresholds": "",
      "title": "系统运行时间",
      "transparent": false,
      "type": "singlestat",
      "valueFontSize": "100%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "current"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": false,
      "colors": [
        "rgba(245, 54, 54, 0.9)",
        "rgba(237, 129, 40, 0.89)",
        "rgba(50, 172, 45, 0.97)"
      ],
      "datasource": "${DS_PROMETHEUS_111}",
      "description": "",
      "format": "short",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": false,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 2,
        "w": 2,
        "x": 2,
        "y": 1
      },
      "id": 14,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "minSpan": 4,
      "nullPointMode": "null",
      "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": "count(count(node_cpu_seconds_total{instance=~\"$node\", mode='system'}) by (cpu))",
          "format": "time_series",
          "instant": true,
          "intervalFactor": 1,
          "legendFormat": "",
          "refId": "A",
          "step": 20
        }
      ],
      "thresholds": "",
      "title": "CPU 核数",
      "type": "singlestat",
      "valueFontSize": "100%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "current"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": true,
      "colors": [
        "rgba(50, 172, 45, 0.97)",
        "rgba(237, 129, 40, 0.89)",
        "rgba(245, 54, 54, 0.9)"
      ],
      "datasource": "${DS_PROMETHEUS_111}",
      "decimals": 2,
      "description": "",
      "format": "percent",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": true,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 5,
        "w": 3,
        "x": 4,
        "y": 1
      },
      "id": 167,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "minSpan": 2,
      "nullPointMode": "null",
      "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": "100 - (avg(irate(node_cpu_seconds_total{instance=~\"$node\",mode=\"idle\"}[5m])) * 100)",
          "format": "time_series",
          "hide": false,
          "interval": "",
          "intervalFactor": 1,
          "legendFormat": "",
          "refId": "A",
          "step": 20
        }
      ],
      "thresholds": "50,80",
      "title": "CPU使用率（5m）",
      "type": "singlestat",
      "valueFontSize": "80%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "current"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": true,
      "colors": [
        "rgba(50, 172, 45, 0.97)",
        "rgba(237, 129, 40, 0.89)",
        "rgba(245, 54, 54, 0.9)"
      ],
      "datasource": "${DS_PROMETHEUS_111}",
      "decimals": 2,
      "description": "",
      "format": "percent",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": true,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 5,
        "w": 3,
        "x": 7,
        "y": 1
      },
      "id": 20,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "minSpan": 2,
      "nullPointMode": "null",
      "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": "avg(irate(node_cpu_seconds_total{instance=~\"$node\",mode=\"iowait\"}[5m])) * 100",
          "format": "time_series",
          "hide": false,
          "interval": "",
          "intervalFactor": 1,
          "legendFormat": "",
          "refId": "A",
          "step": 20
        }
      ],
      "thresholds": "20,50",
      "title": "CPU iowait（5m）",
      "type": "singlestat",
      "valueFontSize": "80%",
      "valueMaps": [
        {
          "op": "=",
          "text": "N/A",
          "value": "null"
        }
      ],
      "valueName": "current"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": true,
      "colors": [
        "rgba(50, 172, 45, 0.97)",
        "rgba(237, 129, 40, 0.89)",
        "rgba(245, 54, 54, 0.9)"
      ],
      "datasource": "${DS_PROMETHEUS_111}",
      "decimals": 0,
      "description": "",
      "format": "percent",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": true,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 5,
        "w": 3,
        "x": 10,
        "y": 1
      },
      "hideTimeOverride": false,
      "id": 172,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "minSpan": 4,
      "nullPointMode": "null",
      "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": "((node_memory_MemTotal_bytes{instance=~\"$node\"} - node_memory_MemFree_bytes{instance=~\"$node\"} - node_memory_Buffers_bytes{instance=~\"$node\"} - node_memory_Cached_bytes{instance=~\"$node\"}) / (node_memory_MemTotal_bytes{instance=~\"$node\"} )) * 100",
          "format": "time_series",
          "hide": false,
          "interval": "10s",
          "intervalFactor": 1,
          "refId": "A",
          "step": 20
        }
      ],
      "thresholds": "80,90",
      "title": "内存使用率",
      "type": "singlestat",
      "valueFontSize": "80%",
      "valueMaps": [],
      "valueName": "current"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorPostfix": false,
      "colorPrefix": false,
      "colorValue": true,
      "colors": [
        "rgba(50, 172, 45, 0.97)",
        "rgba(237, 129, 40, 0.89)",
        "rgba(245, 54, 54, 0.9)"
      ],
      "datasource": "${DS_PROMETHEUS_111}",
      "decimals": 2,
      "description": "",
      "format": "short",
      "gauge": {
        "maxValue": 10000,
        "minValue": null,
        "show": true,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 5,
        "w": 3,
        "x": 13,
        "y": 1
      },
      "hideTimeOverride": false,
      "id": 16,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "minSpan": 4,
      "nullPointMode": "null",
      "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": "node_filefd_allocated{instance=~\"$node\"}",
          "format": "time_series",
          "interval": "10s",
          "intervalFactor": 1,
          "refId": "B"
        }
      ],
      "thresholds": "7000,9000",
      "title": "当前打开的文件描述符",
      "transparent": false,
      "type": "singlestat",
      "valueFontSize": "70%",
      "valueMaps": [],
      "valueName": "current"
    },
    {
      "cacheTimeout": null,
      "colorBackground": false,
      "colorValue": true,
      "colors": [
        "rgba(50, 172, 45, 0.97)",
        "rgba(237, 129, 40, 0.89)",
        "rgba(245, 54, 54, 0.9)"
      ],
      "datasource": "${DS_PROMETHEUS_111}",
      "decimals": null,
      "description": "",
      "format": "percent",
      "gauge": {
        "maxValue": 100,
        "minValue": 0,
        "show": true,
        "thresholdLabels": false,
        "thresholdMarkers": true
      },
      "gridPos": {
        "h": 5,
        "w": 4,
        "x": 16,
        "y": 1
      },
      "id": 166,
      "interval": null,
      "links": [],
      "mappingType": 1,
      "mappingTypes": [
        {
          "name": "value to text",
          "value": 1
        },
        {
          "name": "range to text",
          "value": 2
        }
      ],
      "maxDataPoints": 100,
      "minSpan": 4,
      "nullPointMode": "null",
      "nullText": null,
      "postfix": "",
      "postfixFontSize": "50%",
      "prefix": "",
      "prefixFontSize": "50%",
      "rangeMaps": [
        {
          "from": "null",
          "text": "N/A",
          "to": "null"
        }
      ],
      "repeatDirection": "h",
      "sparkline": {
        "fillColor": "rgba(31, 118, 189, 0.18)",
        "full": false,
        "lineColor": "rgb(31, 120, 193)",
        "show": true
      },
      "tableColumn": "",
      "targets": [
        {
          "expr": "100 - ((node_filesystem_avail_bytes{instance=~\"$node\",mountpoint=\"/\",fstype=~\"ext4|xfs\"} * 100) / node_filesystem_size_bytes {instance=~\"$node\",mountpoint=\"/\",fstype=~\"ext4|xfs\"})",
          "format": "time_series",
          "interval": "10s",
          "intervalFactor": 1,
          "refId": "A",
          "step": 20
        }
      ],
      "thresholds": "70,90",
      "title": "根分区使用率",
      "type": "singlestat",
      "valueFontSize": "80%",
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      "points": false,
      "renderer": "flot",
      "seriesOverrides": [
        {
          "alias": "/.*_读取$/",
          "transform": "negative-Y"
        }
      ],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "irate(node_disk_reads_completed_total{instance=~\"$node\"}[1m])",
          "format": "time_series",
          "hide": false,
          "interval": "",
          "intervalFactor": 2,
          "legendFormat": "{{device}}_读取",
          "refId": "A",
          "step": 10
        },
        {
          "expr": "irate(node_disk_writes_completed_total{instance=~\"$node\"}[1m])",
          "format": "time_series",
          "hide": false,
          "intervalFactor": 2,
          "legendFormat": "{{device}}_写入",
          "refId": "B",
          "step": 10
        },
        {
          "expr": "node_disk_io_now{instance=~\"$node\"}",
          "format": "time_series",
          "hide": true,
          "interval": "",
          "intervalFactor": 1,
          "legendFormat": "{{device}}",
          "refId": "C"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeShift": null,
      "title": "磁盘读写速率（IOPS）",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "decimals": null,
          "format": "iops",
          "label": "读取（-）/写入（+）I/O ops/sec",
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {
        "vda_write": "#6ED0E0"
      },
      "bars": true,
      "dashLength": 10,
      "dashes": false,
      "datasource": "${DS_PROMETHEUS_111}",
      "description": "Read bytes 每个磁盘分区每秒读取的比特数\nWritten bytes 每个磁盘分区每秒写入的比特数",
      "fill": 2,
      "gridPos": {
        "h": 8,
        "w": 8,
        "x": 8,
        "y": 19
      },
      "height": "300",
      "id": 168,
      "legend": {
        "alignAsTable": false,
        "avg": false,
        "current": true,
        "hideEmpty": true,
        "hideZero": true,
        "max": true,
        "min": false,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": false,
      "linewidth": 1,
      "links": [],
      "nullPointMode": "null",
      "percentage": false,
      "pointradius": 5,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [
        {
          "alias": "/.*_读取$/",
          "transform": "negative-Y"
        }
      ],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "irate(node_disk_read_bytes_total{instance=~\"$node\"}[1m])",
          "format": "time_series",
          "interval": "",
          "intervalFactor": 2,
          "legendFormat": "{{device}}_读取",
          "refId": "A",
          "step": 10
        },
        {
          "expr": "irate(node_disk_written_bytes_total{instance=~\"$node\"}[1m])",
          "format": "time_series",
          "hide": false,
          "intervalFactor": 2,
          "legendFormat": "{{device}}_写入",
          "refId": "B",
          "step": 10
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeShift": null,
      "title": "磁盘读写容量大小",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "decimals": null,
          "format": "Bps",
          "label": "读取（-）/写入（+）",
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": false
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {
        "vda": "#6ED0E0"
      },
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "${DS_PROMETHEUS_111}",
      "description": "Read time ms 每个磁盘分区读操作花费的秒数\n\nWrite time ms 每个磁盘分区写操作花费的秒数\n\nIO time ms 每个磁盘分区输入/输出操作花费的秒数\n\nIO time weighted 每个磁盘分区输入/输出操作花费的加权秒数",
      "fill": 3,
      "gridPos": {
        "h": 8,
        "w": 8,
        "x": 16,
        "y": 19
      },
      "height": "300",
      "id": 160,
      "legend": {
        "alignAsTable": false,
        "avg": false,
        "current": true,
        "hideEmpty": true,
        "hideZero": true,
        "max": true,
        "min": false,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 1,
      "links": [],
      "nullPointMode": "null",
      "percentage": false,
      "pointradius": 5,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [
        {
          "alias": "/,*_读取$/",
          "transform": "negative-Y"
        }
      ],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "irate(node_disk_io_time_seconds_total{instance=~\"$node\"}[1m])",
          "format": "time_series",
          "hide": true,
          "interval": "",
          "intervalFactor": 2,
          "legendFormat": "{{device}}",
          "refId": "A",
          "step": 10
        },
        {
          "expr": "irate(node_disk_io_time_weighted_seconds_total{instance=~\"$node\"}[1m])",
          "format": "time_series",
          "hide": true,
          "intervalFactor": 1,
          "legendFormat": "{{device}}_加权",
          "refId": "D"
        },
        {
          "expr": "irate(node_disk_read_time_seconds_total{instance=~\"$node\"}[1m])",
          "format": "time_series",
          "hide": false,
          "interval": "",
          "intervalFactor": 1,
          "legendFormat": "{{device}}_读取",
          "refId": "B"
        },
        {
          "expr": "irate(node_disk_write_time_seconds_total{instance=~\"$node\"}[1m])",
          "format": "time_series",
          "hide": false,
          "intervalFactor": 1,
          "legendFormat": "{{device}}_写入",
          "refId": "C"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeShift": null,
      "title": "磁盘IO读写时间",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "s",
          "label": "读取（-）/写入（+）",
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": false
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "${DS_PROMETHEUS_111}",
      "fill": 1,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 27
      },
      "height": "300",
      "id": 157,
      "legend": {
        "alignAsTable": false,
        "avg": false,
        "current": true,
        "hideEmpty": true,
        "hideZero": true,
        "max": false,
        "min": false,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 2,
      "links": [],
      "nullPointMode": "null",
      "percentage": false,
      "pointradius": 5,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [
        {
          "alias": "/.*_out上传$/",
          "transform": "negative-Y"
        }
      ],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "irate(node_network_receive_bytes_total{instance=~'$node',device!~'tap.*'}[5m])*8",
          "format": "time_series",
          "intervalFactor": 2,
          "legendFormat": "{{device}}_in下载",
          "refId": "A",
          "step": 4
        },
        {
          "expr": "irate(node_network_transmit_bytes_total{instance=~'$node',device!~'tap.*'}[5m])*8",
          "format": "time_series",
          "intervalFactor": 2,
          "legendFormat": "{{device}}_out上传",
          "refId": "B",
          "step": 4
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeShift": null,
      "title": "网络流量",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "bps",
          "label": "上传（-）/下载（+）",
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": false
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {
        "TCP": "#6ED0E0"
      },
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "${DS_PROMETHEUS_111}",
      "description": "CurrEstab - 当前状态为 ESTABLISHED 或 CLOSE-WAIT 的 TCP 连接数\n\nActiveOpens - 已从 CLOSED 状态直接转换到 SYN-SENT 状态的 TCP 平均连接数(1分钟内)\n\nPassiveOpens - 已从 LISTEN 状态直接转换到 SYN-RCVD 状态的 TCP 平均连接数(1分钟内)\n\nTCP_alloc - 已分配（已建立、已申请到sk_buff）的TCP套接字数量\n\nTCP_inuse - 正在使用（正在侦听）的TCP套接字数量\n\nTCP_tw - 等待关闭的TCP连接数",
      "fill": 0,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 27
      },
      "height": "300",
      "id": 158,
      "legend": {
        "alignAsTable": true,
        "avg": false,
        "current": true,
        "max": true,
        "min": false,
        "rightSide": true,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 1,
      "links": [],
      "nullPointMode": "null",
      "percentage": false,
      "pointradius": 5,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "node_netstat_Tcp_CurrEstab{instance=~'$node'}",
          "format": "time_series",
          "hide": false,
          "interval": "10s",
          "intervalFactor": 1,
          "legendFormat": "ESTABLISHED",
          "refId": "A",
          "step": 20
        },
        {
          "expr": "node_sockstat_TCP_tw{instance=~'$node'}",
          "format": "time_series",
          "intervalFactor": 1,
          "legendFormat": "TCP_tw",
          "refId": "D"
        },
        {
          "expr": "irate(node_netstat_Tcp_ActiveOpens{instance=~'$node'}[1m])",
          "format": "time_series",
          "hide": false,
          "intervalFactor": 1,
          "legendFormat": "ActiveOpens",
          "refId": "B"
        },
        {
          "expr": "irate(node_netstat_Tcp_PassiveOpens{instance=~'$node'}[1m])",
          "format": "time_series",
          "intervalFactor": 1,
          "legendFormat": "PassiveOpens",
          "refId": "C"
        },
        {
          "expr": "node_sockstat_TCP_alloc{instance=~'$node'}",
          "format": "time_series",
          "intervalFactor": 1,
          "legendFormat": "TCP_alloc",
          "refId": "E"
        },
        {
          "expr": "node_sockstat_TCP_inuse{instance=~'$node'}",
          "format": "time_series",
          "intervalFactor": 1,
          "legendFormat": "TCP_inuse",
          "refId": "F"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeShift": null,
      "title": "TCP 连接情况",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "transparent": false,
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "datasource": "${DS_PROMETHEUS_111}",
      "fill": 0,
      "gridPos": {
        "h": 10,
        "w": 24,
        "x": 0,
        "y": 35
      },
      "id": 169,
      "legend": {
        "alignAsTable": true,
        "avg": true,
        "current": true,
        "hideEmpty": true,
        "hideZero": true,
        "max": true,
        "min": false,
        "rightSide": true,
        "show": true,
        "total": false,
        "values": true
      },
      "lines": true,
      "linewidth": 1,
      "links": [],
      "nullPointMode": "null as zero",
      "percentage": false,
      "pointradius": 0.5,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "expr": "node_hwmon_temp_celsius{instance=\"$node\"}",
          "format": "time_series",
          "intervalFactor": 1,
          "legendFormat": "{{chip}} {{sensor}}",
          "refId": "A"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeShift": null,
      "title": "硬件温度",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "format": "celsius",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    }
  ],
  "refresh": false,
  "schemaVersion": 16,
  "style": "dark",
  "tags": [
    "StarsL",
    "Prometheus"
  ],
  "templating": {
    "list": [
      {
        "auto": true,
        "auto_count": 30,
        "auto_min": "10s",
        "current": {
          "text": "1m",
          "value": "1m"
        },
        "hide": 0,
        "label": "interval",
        "name": "interval",
        "options": [
          {
            "selected": false,
            "text": "auto",
            "value": "$__auto_interval_interval"
          },
          {
            "selected": true,
            "text": "1m",
            "value": "1m"
          },
          {
            "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": "1m,10m,30m,1h,6h,12h,1d,7d,14d,30d",
        "refresh": 2,
        "skipUrlSync": false,
        "type": "interval"
      },
      {
        "allFormat": "glob",
        "allValue": null,
        "current": {},
        "datasource": "${DS_PROMETHEUS_111}",
        "hide": 0,
        "includeAll": false,
        "label": "环境",
        "multi": false,
        "multiFormat": "regex values",
        "name": "env",
        "options": [],
        "query": "label_values(node_exporter_build_info,env)",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allFormat": "glob",
        "allValue": null,
        "current": {},
        "datasource": "${DS_PROMETHEUS_111}",
        "hide": 0,
        "includeAll": false,
        "label": "主机名",
        "multi": false,
        "multiFormat": "regex values",
        "name": "name",
        "options": [],
        "query": "label_values(node_exporter_build_info{env='$env'},name)",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allFormat": "glob",
        "allValue": null,
        "current": {},
        "datasource": "${DS_PROMETHEUS_111}",
        "hide": 0,
        "includeAll": false,
        "label": "节点",
        "multi": false,
        "multiFormat": "regex values",
        "name": "node",
        "options": [],
        "query": "label_values(node_exporter_build_info{name='$name'},instance)",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": null,
        "current": {},
        "datasource": "${DS_PROMETHEUS_111}",
        "hide": 2,
        "includeAll": false,
        "label": "",
        "multi": false,
        "name": "maxmount",
        "options": [],
        "query": "query_result(topk(1,sort_desc (max(node_filesystem_size_bytes{instance=~'$node',fstype=~\"ext4|xfs\"}) by (mountpoint))))",
        "refresh": 1,
        "regex": "/.*\\\"(.*)\\\".*/",
        "skipUrlSync": false,
        "sort": 0,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      }
    ]
  },
  "time": {
    "from": "now-24h",
    "to": "now"
  },
  "timepicker": {
    "now": true,
    "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": "1 Node Exporter 0.16+ 监控展示看板 for Prometheus",
  "uid": "9CWBz0bik",
  "version": 28
}
    9.新建manage
    10.Import 导入上述json文件
    11.设置数据源为promethues
    12.优化后展示界面

    如果到这里还是没有显示，那么说明是缺少插件，我们可以用grafana-cli安装以下插件：

    sudo grafana-cli plugins install grafana-piechart-panel

    重启下grafana服务即可。

    五、prometheus小结：

    目前监控工具很多，包括当下流行的Zabbix等，每种监控工具都有最适合的场景，prometheus更偏向于于Docker容器的监控，当然具体使用哪种工具还需要视情况而定。
    参考：
    Grafana
    监控神器普罗米修斯Prometheus安装配置

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