App.Metrics是一款开源的支持.NET Core的监控插件。

官网文档:https://www.app-metrics.io/

基于 AppMetrics 实现统一性能监控

优秀的平台需要有强大的性能监控

influxdb

1、到官网下载influxdb,下载Windows 64位版本

2、解压之后放到你想要放置的位置,然后编辑influxdb.conf配置文件

[meta]

# Where the metadata/raft database is stored

dir = “D:/BaseService/influxdb/meta”

[data]

# The directory where the TSM storage engine stores TSM files.

dir = “D:/BaseService/influxdb/data”

# The directory where the TSM storage engine stores WAL files.

wal-dir = “D:/BaseService/influxdb/wal”

3、启动:

influxd -config influxdb.conf

4、新开一个命令行窗口,连接influxdb,然后创建一个database

influx -host 127.0.0.1 -port 8086 -username "admin" -password "admin"
create database "AppMetriceDB"
show databases

5、安装influxd为本地服务

使用nssm.exe将influxdb安装为本地服务,具体方法参照http://richardn.ca/2019/01/04/installing-influxdb-on-windows/

172.16.161.50:8086

AppMetriceDB

admin/admin

grafana

1、下载Windows版本(64位)

2、直接运行grafana-server.exe即可,默认绑定3000端口号

3、浏览器打开serverip:3000,使用默认账号admin/admin(账号密码都是admin)登录

4、为InfluxDB添加数据源

5、为Grafana添加InfluxDB的Dashboard仪表盘的JSON文件
这里有两种方式:一种是直接给URL=>https://grafana.com/dashboards/2125 另一种是我们手动下载这个URL的JSON,然后把JSON粘贴过来。

6、安装grafana-piechart-panel插件

在grafana的安装目录\bin目录运行 grafana-cli plugins install grafana-piechart-panel 命令,重新启动Grafana服务

172.16.161.50:3000

admin/admin

.NET Core微服务之基于App.Metrics+InfluxDB+Grafana实现统一性能监控

Grafana Dashboard Json文件

{
  "__inputs": [],
  "__requires": [
    {
      "type": "grafana",
      "id": "grafana",
      "name": "Grafana",
      "version": "4.2.0"
    },
    {
      "type": "panel",
      "id": "grafana-piechart-panel",
      "name": "Pie Chart",
      "version": "1.1.4"
    },
    {
      "type": "panel",
      "id": "graph",
      "name": "Graph",
      "version": ""
    },
    {
      "type": "panel",
      "id": "singlestat",
      "name": "Singlestat",
      "version": ""
    },
    {
      "type": "panel",
      "id": "table",
      "name": "Table",
      "version": ""
    }
  ],
  "annotations": {
    "list": []
  },
  "description": "Dashboard to visualize metrics captured by App Metrics ASP.NET Core Middleware 1.2.0, tested with App.Metrics.Extensions.Reporting.InfluxDB 1.2.0  - http://app-metrics.io/",
  "editable": true,
  "gnetId": 2125,
  "graphTooltip": 1,
  "hideControls": false,
  "id": null,
  "links": [],
  "refresh": "5s",
  "rows": [
    {
      "collapse": true,
      "height": "250",
      "panels": [
        {
          "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": "$datasource",
          "editable": true,
          "error": false,
          "format": "rpm",
          "gauge": {
            "maxValue": 100,
            "minValue": 0,
            "show": false,
            "thresholdLabels": false,
            "thresholdMarkers": true
          },
          "id": 8,
          "interval": "",
          "links": [],
          "mappingType": 1,
          "mappingTypes": [
            {
              "name": "value to text",
              "value": 1
            },
            {
              "name": "range to text",
              "value": 2
            }
          ],
          "maxDataPoints": 100,
          "nullPointMode": "connected",
          "nullText": null,
          "postfix": "",
          "postfixFontSize": "50%",
          "prefix": "",
          "prefixFontSize": "50%",
          "rangeMaps": [
            {
              "from": "null",
              "text": "N/A",
              "to": "null"
            }
          ],
          "span": 2,
          "sparkline": {
            "fillColor": "rgba(31, 118, 189, 0.18)",
            "full": true,
            "lineColor": "rgb(31, 120, 193)",
            "show": true
          },
          "targets": [
            {
              "dsType": "influxdb",
              "groupBy": [
                {
                  "params": [
                    "$interval"
                  ],
                  "type": "time"
                },
                {
                  "params": [
                    "null"
                  ],
                  "type": "fill"
                }
              ],
              "measurement": "application.httprequests__transactions",
              "policy": "default",
              "refId": "A",
              "resultFormat": "time_series",
              "select": [
                [
                  {
                    "params": [
                      "rate1m"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  }
                ]
              ],
              "tags": [
                {
                  "key": "app",
                  "operator": "=~",
                  "value": "/^$application$/"
                },
                {
                  "condition": "AND",
                  "key": "env",
                  "operator": "=~",
                  "value": "/^$environment$/"
                },
                {
                  "condition": "AND",
                  "key": "server",
                  "operator": "=~",
                  "value": "/^$server$/"
                }
              ]
            }
          ],
          "thresholds": "",
          "title": "吞吐量",
          "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": "$datasource",
          "decimals": 4,
          "editable": true,
          "error": false,
          "format": "percent",
          "gauge": {
            "maxValue": 100,
            "minValue": 0,
            "show": false,
            "thresholdLabels": false,
            "thresholdMarkers": true
          },
          "id": 6,
          "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": "",
              "text": "",
              "to": ""
            }
          ],
          "span": 2,
          "sparkline": {
            "fillColor": "rgba(31, 118, 189, 0.18)",
            "full": true,
            "lineColor": "rgb(31, 120, 193)",
            "show": true
          },
          "targets": [
            {
              "dsType": "influxdb",
              "groupBy": [],
              "measurement": "application.httprequests__one_minute_error_percentage_rate",
              "policy": "default",
              "query": "SELECT  \"value\" FROM \"application.httprequests__percentage_error_requests\" WHERE $timeFilter",
              "rawQuery": false,
              "refId": "A",
              "resultFormat": "time_series",
              "select": [
                [
                  {
                    "params": [
                      "value"
                    ],
                    "type": "field"
                  }
                ]
              ],
              "tags": [
                {
                  "key": "env",
                  "operator": "=~",
                  "value": "/^$environment$/"
                },
                {
                  "condition": "AND",
                  "key": "app",
                  "operator": "=~",
                  "value": "/^$application$/"
                },
                {
                  "condition": "AND",
                  "key": "server",
                  "operator": "=~",
                  "value": "/^$server$/"
                }
              ]
            }
          ],
          "thresholds": "",
          "title": "错误 %",
          "type": "singlestat",
          "valueFontSize": "80%",
          "valueMaps": [
            {
              "op": "=",
              "text": "0%",
              "value": "null"
            }
          ],
          "valueName": "current"
        },
        {
          "aliasColors": {},
          "bars": false,
          "datasource": "$datasource",
          "editable": true,
          "error": false,
          "fill": 2,
          "id": 13,
          "interval": "$summarize",
          "legend": {
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "show": false,
            "total": false,
            "values": false
          },
          "lines": true,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "connected",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "span": 4,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "alias": "",
              "dsType": "influxdb",
              "groupBy": [
                {
                  "params": [
                    "$interval"
                  ],
                  "type": "time"
                },
                {
                  "params": [
                    "null"
                  ],
                  "type": "fill"
                }
              ],
              "measurement": "application.httprequests__active",
              "policy": "default",
              "refId": "A",
              "resultFormat": "time_series",
              "select": [
                [
                  {
                    "params": [
                      "value"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  }
                ]
              ],
              "tags": [
                {
                  "key": "env",
                  "operator": "=~",
                  "value": "/^$environment$/"
                },
                {
                  "condition": "AND",
                  "key": "app",
                  "operator": "=~",
                  "value": "/^$application$/"
                },
                {
                  "condition": "AND",
                  "key": "server",
                  "operator": "=~",
                  "value": "/^$server$/"
                }
              ]
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "活动的请求",
          "tooltip": {
            "msResolution": false,
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "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
            }
          ]
        },
        {
          "aliasColors": {
            "application.httprequests__apdex.last": "#6ED0E0"
          },
          "bars": false,
          "datasource": "$datasource",
          "editable": true,
          "error": false,
          "fill": 1,
          "height": "",
          "id": 7,
          "interval": "$summarize",
          "legend": {
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "show": false,
            "total": false,
            "values": false
          },
          "lines": true,
          "linewidth": 3,
          "links": [],
          "nullPointMode": "connected",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "span": 4,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "dsType": "influxdb",
              "groupBy": [
                {
                  "params": [
                    "$interval"
                  ],
                  "type": "time"
                },
                {
                  "params": [
                    "null"
                  ],
                  "type": "fill"
                }
              ],
              "measurement": "application.httprequests__apdex",
              "policy": "default",
              "refId": "A",
              "resultFormat": "time_series",
              "select": [
                [
                  {
                    "params": [
                      "score"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  }
                ]
              ],
              "tags": [
                {
                  "key": "app",
                  "operator": "=~",
                  "value": "/^$application$/"
                },
                {
                  "condition": "AND",
                  "key": "env",
                  "operator": "=~",
                  "value": "/^$environment$/"
                },
                {
                  "condition": "AND",
                  "key": "server",
                  "operator": "=~",
                  "value": "/^$server$/"
                }
              ]
            }
          ],
          "thresholds": [
            {
              "colorMode": "critical",
              "fill": true,
              "line": true,
              "op": "lt",
              "value": 0.5
            },
            {
              "colorMode": "warning",
              "fill": true,
              "line": true,
              "op": "gt",
              "value": 0.5
            },
            {
              "colorMode": "ok",
              "fill": true,
              "line": true,
              "op": "gt",
              "value": 0.75
            }
          ],
          "timeFrom": null,
          "timeShift": null,
          "title": "性能指数",
          "tooltip": {
            "msResolution": false,
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "mode": "time",
            "name": null,
            "show": true,
            "values": []
          },
          "yaxes": [
            {
              "format": "short",
              "label": "apdex",
              "logBase": 1,
              "max": "1",
              "min": "0",
              "show": true
            },
            {
              "format": "short",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": false
            }
          ]
        },
        {
          "aliasColors": {},
          "bars": false,
          "datasource": "$datasource",
          "editable": true,
          "error": false,
          "fill": 1,
          "height": "350",
          "id": 1,
          "interval": "$summarize",
          "legend": {
            "avg": false,
            "current": true,
            "max": false,
            "min": false,
            "show": true,
            "total": false,
            "values": true
          },
          "lines": true,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "connected",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "span": 6,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "alias": "$col",
              "dsType": "influxdb",
              "groupBy": [
                {
                  "params": [
                    "$interval"
                  ],
                  "type": "time"
                },
                {
                  "params": [
                    "null"
                  ],
                  "type": "fill"
                }
              ],
              "measurement": "application.httprequests__transactions",
              "policy": "default",
              "refId": "A",
              "resultFormat": "time_series",
              "select": [
                [
                  {
                    "params": [
                      "rate1m"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  },
                  {
                    "params": [
                      "1 min rate"
                    ],
                    "type": "alias"
                  }
                ],
                [
                  {
                    "params": [
                      "rate5m"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  },
                  {
                    "params": [
                      "5 min rate"
                    ],
                    "type": "alias"
                  }
                ],
                [
                  {
                    "params": [
                      "rate15m"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  },
                  {
                    "params": [
                      "15 min rate"
                    ],
                    "type": "alias"
                  }
                ]
              ],
              "tags": [
                {
                  "key": "env",
                  "operator": "=~",
                  "value": "/^$environment$/"
                },
                {
                  "condition": "AND",
                  "key": "app",
                  "operator": "=~",
                  "value": "/^$application$/"
                },
                {
                  "condition": "AND",
                  "key": "server",
                  "operator": "=~",
                  "value": "/^$server$/"
                }
              ]
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "吞吐量",
          "tooltip": {
            "msResolution": false,
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "mode": "time",
            "name": null,
            "show": true,
            "values": []
          },
          "yaxes": [
            {
              "format": "rpm",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": true
            },
            {
              "format": "short",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": true
            }
          ]
        },
        {
          "aliasColors": {},
          "bars": false,
          "datasource": "$datasource",
          "editable": true,
          "error": false,
          "fill": 1,
          "height": "350",
          "id": 2,
          "interval": "$summarize",
          "legend": {
            "alignAsTable": false,
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "rightSide": false,
            "show": true,
            "total": false,
            "values": false
          },
          "lines": true,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "connected",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "span": 6,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "alias": "$col",
              "dsType": "influxdb",
              "groupBy": [
                {
                  "params": [
                    "$interval"
                  ],
                  "type": "time"
                },
                {
                  "params": [
                    "null"
                  ],
                  "type": "fill"
                }
              ],
              "measurement": "application.httprequests__transactions",
              "policy": "default",
              "refId": "A",
              "resultFormat": "time_series",
              "select": [
                [
                  {
                    "params": [
                      "p95"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  },
                  {
                    "params": [
                      "95th Percentile"
                    ],
                    "type": "alias"
                  }
                ],
                [
                  {
                    "params": [
                      "p98"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  },
                  {
                    "params": [
                      "98th Percentile"
                    ],
                    "type": "alias"
                  }
                ],
                [
                  {
                    "params": [
                      "p99"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  },
                  {
                    "params": [
                      "99th Percentile"
                    ],
                    "type": "alias"
                  }
                ]
              ],
              "tags": [
                {
                  "key": "env",
                  "operator": "=~",
                  "value": "/^$environment$/"
                },
                {
                  "condition": "AND",
                  "key": "app",
                  "operator": "=~",
                  "value": "/^$application$/"
                },
                {
                  "condition": "AND",
                  "key": "server",
                  "operator": "=~",
                  "value": "/^$server$/"
                }
              ]
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "响应时间",
          "tooltip": {
            "msResolution": false,
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "mode": "time",
            "name": null,
            "show": true,
            "values": []
          },
          "yaxes": [
            {
              "format": "ms",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": true
            },
            {
              "format": "short",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": true
            }
          ]
        },
        {
          "aliasColors": {},
          "bars": false,
          "datasource": "$datasource",
          "editable": true,
          "error": false,
          "fill": 1,
          "height": "",
          "id": 9,
          "interval": "$summarize",
          "legend": {
            "alignAsTable": true,
            "avg": false,
            "current": true,
            "max": false,
            "min": false,
            "rightSide": true,
            "show": false,
            "total": false,
            "values": true
          },
          "lines": true,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "connected",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "span": 6,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "alias": "",
              "dsType": "influxdb",
              "groupBy": [
                {
                  "params": [
                    "$interval"
                  ],
                  "type": "time"
                },
                {
                  "params": [
                    "null"
                  ],
                  "type": "fill"
                }
              ],
              "measurement": "application.httprequests__one_minute_error_percentage_rate",
              "policy": "default",
              "refId": "A",
              "resultFormat": "time_series",
              "select": [
                [
                  {
                    "params": [
                      "value"
                    ],
                    "type": "field"
                  },
                  {
                    "params": [],
                    "type": "last"
                  }
                ]
              ],
              "tags": [
                {
                  "key": "app",
                  "operator": "=~",
                  "value": "/^$application$/"
                },
                {
                  "condition": "AND",
                  "key": "env",
                  "operator": "=~",
                  "value": "/^$environment$/"
                },
                {
                  "condition": "AND",
                  "key": "server",
                  "operator": "=~",
                  "value": "/^$server$/"
                }
              ]
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "错误率 %",
          "tooltip": {
            "msResolution": false,
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