Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控

Docker环境中实现Telegraf+InfluxDB+Grafana实现Linux系统监控功能。Telegraf是一个收集指标并将其写入InfluxDB或其他输出的代理。

目录

Linux监控环境安装

获取Telegraf镜像

运行InfluxDB容器

运行Telegraf容器

运行Grafana容器

Grafana管理和配置

配置InfluxDB数据源

配置Telegraf InfluxDB 面板

JSON Model数据配置复用


Linux监控环境安装

Docker安装这里不做讲解。

获取Telegraf镜像

https://hub.docker.com/_/telegraf

获取镜像可以不用单独操作,运行容器时如本地没有此镜像会在运行容器时自动下载。

$ docker pull telegraf

运行InfluxDB容器

$ docker run -d --name influxdb -p 8083:8083 -p 8086:8086 influxdb

InfluxDB 数据源地址:http://${host|container_ip}:8086/

运行Telegraf容器

$ docker run --net=container:influxdb telegraf

 注:需要先运行InfluxDB容器,之后会自动创建InfluxDB 示例数据库telegraf。

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第1张图片

运行Grafana容器

https://hub.docker.com/r/grafana/grafana

$ docker run -d --name=grafana -p 3000:3000 grafana/grafana

Grafana管理端地址是:http://${host|container_ip}:3000/   用户名密码默认均为:admin

Grafana管理和配置

打开Grafana的管理界面输入用户密码,对后续进行操作。

配置InfluxDB数据源

左侧配置管理:

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第2张图片

设置选择数据库类型为InfluxDB并设置数据源和密码:

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第3张图片

可以在保存的时候进行连接可用性验证:

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第4张图片

配置完成后配置主界面会有这样一个实例:

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第5张图片

配置Telegraf InfluxDB 面板

找到左侧添加的Dashboard:

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第6张图片

然后通过Add Query来添加查询面板:

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第7张图片

以CPU为例:

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第8张图片

展示一个Telegraf的系统监控所有指标面板:

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第9张图片

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第10张图片

JSON Model数据配置复用

Docker容器Telegraf+InfluxDB+Grafana实例实现Linux系统监控_第11张图片

Telegraf系统监控JSON(新容器复制粘贴JSON可以快速实现面板重建):

{
  "annotations": {
    "list": [
      {
        "builtIn": 1,
        "datasource": "-- Grafana --",
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "type": "dashboard"
      }
    ]
  },
  "editable": true,
  "gnetId": null,
  "graphTooltip": 0,
  "id": 1,
  "links": [],
  "panels": [
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "fill": 1,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 0,
        "y": 0
      },
      "id": 12,
      "legend": {
        "avg": false,
        "current": false,
        "max": false,
        "min": false,
        "show": true,
        "total": false,
        "values": false
      },
      "lines": true,
      "linewidth": 1,
      "links": [],
      "nullPointMode": "null",
      "percentage": false,
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "alias": "active",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "A",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "active"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "available",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "B",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "available"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "available_percent",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "C",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "available_percent"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "buffered",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "D",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "buffered"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "cached",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "E",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "cached"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "commit_limit",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "F",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "commit_limit"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "committed_as",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "G",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "committed_as"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "dirty",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "H",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "dirty"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "free",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "I",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "free"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "high_free",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "J",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "high_free"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "high_total",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "K",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "high_total"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "huge_page_size",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "L",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "huge_page_size"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "huge_pages_free",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "M",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "huge_pages_free"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "huge_pages_total",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "N",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "huge_pages_total"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "inactive",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "O",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "inactive"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "low_free",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "P",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "low_free"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "low_total",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "Q",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "low_total"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "mapped",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "R",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "mapped"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "page_tables",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "S",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "page_tables"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "shared",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "T",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "shared"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "slab",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "U",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "slab"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "swap_cached",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "V",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "swap_cached"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "swap_free",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "W",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "swap_free"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "swap_total",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "X",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "swap_total"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "total",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "Y",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "total"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "used",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "Z",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "used"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "used_percent",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
          "policy": "default",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "used_percent"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "cmalloc_chunk",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "mem",
          "orderByTime": "ASC",
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          "policy": "default",
          "refId": "F",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "uptime"
                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "uptime_format",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "system",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "G",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "uptime_format"
                ],
                "type": "field"
              },
              {
                "params": [],
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              }
            ]
          ],
          "tags": []
        }
      ],
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      "timeFrom": null,
      "timeRegions": [],
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      "title": "System",
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        "sort": 0,
        "value_type": "individual"
      },
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        },
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        }
      ],
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        "alignLevel": null
      }
    },
    {
      "aliasColors": {},
      "bars": false,
      "dashLength": 10,
      "dashes": false,
      "fill": 1,
      "gridPos": {
        "h": 8,
        "w": 12,
        "x": 12,
        "y": 25
      },
      "id": 10,
      "legend": {
        "avg": false,
        "current": false,
        "max": false,
        "min": false,
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      },
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      "linewidth": 1,
      "links": [],
      "nullPointMode": "null",
      "percentage": false,
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "alias": "boot_time",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "kernel",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "A",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "boot_time"
                ],
                "type": "field"
              },
              {
                "params": [],
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              }
            ]
          ],
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        },
        {
          "alias": "context_switches",
          "groupBy": [
            {
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                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "kernel",
          "orderByTime": "ASC",
          "policy": "default",
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          "resultFormat": "time_series",
          "select": [
            [
              {
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                ],
                "type": "field"
              },
              {
                "params": [],
                "type": "mean"
              }
            ]
          ],
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        },
        {
          "alias": "entropy_avail",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "kernel",
          "orderByTime": "ASC",
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              {
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                  "entropy_avail"
                ],
                "type": "field"
              },
              {
                "params": [],
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              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "interrupts",
          "groupBy": [
            {
              "params": [
                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "kernel",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "D",
          "resultFormat": "time_series",
          "select": [
            [
              {
                "params": [
                  "interrupts"
                ],
                "type": "field"
              },
              {
                "params": [],
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              }
            ]
          ],
          "tags": []
        },
        {
          "alias": "processes_forked",
          "groupBy": [
            {
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                "$__interval"
              ],
              "type": "time"
            },
            {
              "params": [
                "null"
              ],
              "type": "fill"
            }
          ],
          "measurement": "kernel",
          "orderByTime": "ASC",
          "policy": "default",
          "refId": "E",
          "resultFormat": "time_series",
          "select": [
            [
              {
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                  "processes_forked"
                ],
                "type": "field"
              },
              {
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            ]
          ],
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      ],
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      "tooltip": {
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        "value_type": "individual"
      },
      "type": "graph",
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        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
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        {
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          "max": null,
          "min": null,
          "show": true
        },
        {
          "format": "short",
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          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    }
  ],
  "schemaVersion": 18,
  "style": "dark",
  "tags": [],
  "templating": {
    "list": []
  },
  "time": {
    "from": "now-6h",
    "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": "",
  "title": "系统监控",
  "uid": "SW1PbSkWk",
  "version": 17
}

非docker环境实现:

Telegraf监控部署集成

Telegraf简单使用介绍

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