• gateway + prometheus + grafana


    背景: gateway作为微服务的入口,肩负重任,我们需要通过网关观察每个服务的流量,每个服务的健康状况。因此,本文通过gateway配置 actuator和 io.micrometer的 micrometer.registry.promethues,完成gateway的信息采集。

    参考: https://blog.csdn.net/aixiaoyang168/article/details/100866159

    1. gateway的依赖添加actuator和promethues包

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-actuator</artifactId>
        </dependency>
        <dependency>
            <groupId>io.micrometer</groupId>
            <artifactId>micrometer-registry-prometheus</artifactId>
            <version>1.1.4</version>
        </dependency>

    配置yml文件:

    management.endpoints.web.exposure.include=*
    management.metrics.tags.application=${spring.application.name}

    2. 在promethues服务端配置 /actuator/promethues的接口信息。

    - job_name: 'application'
        scrape_interval: 5s
        metrics_path: '/actuator/prometheus'
        "targets": [ "192.168.1.124:8088" ]

    3. 在grafana配置dashboard。(参考 https://github.com/spring-cloud/spring-cloud-gateway/blob/main/docs/src/main/asciidoc/gateway-grafana-dashboard.json )

    官网的dashboard不是很精确,很多累赘,并且缺少很多定制化信息。下面是自己根据业务需求研发的网管需要的数据。

    {
      "annotations": {
        "list": [
          {
            "builtIn": 1,
            "datasource": "-- Grafana --",
            "enable": true,
            "hide": true,
            "iconColor": "rgba(0, 211, 255, 1)",
            "name": "Annotations & Alerts",
            "type": "dashboard"
          }
        ]
      },
      "description": "",
      "editable": true,
      "gnetId": null,
      "graphTooltip": 0,
      "id": 15,
      "iteration": 1637579536832,
      "links": [],
      "panels": [
        {
          "collapsed": false,
          "datasource": null,
          "gridPos": {
            "h": 1,
            "w": 24,
            "x": 0,
            "y": 0
          },
          "id": 50,
          "panels": [],
          "repeat": null,
          "title": "吞吐量概览",
          "type": "row"
        },
        {
          "cacheTimeout": null,
          "colorBackground": false,
          "colorValue": false,
          "colors": [
            "rgba(245, 54, 54, 0.9)",
            "rgba(191, 148, 112, 0.89)",
            "rgba(50, 172, 45, 0.97)"
          ],
          "datasource": "Prometheus",
          "description": "",
          "fieldConfig": {
            "defaults": {},
            "overrides": []
          },
          "format": "none",
          "gauge": {
            "maxValue": 100,
            "minValue": 0,
            "show": false,
            "thresholdLabels": false,
            "thresholdMarkers": true
          },
          "gridPos": {
            "h": 5,
            "w": 8,
            "x": 0,
            "y": 1
          },
          "hideTimeOverride": false,
          "id": 28,
          "interval": null,
          "links": [],
          "mappingType": 1,
          "mappingTypes": [
            {
              "$$hashKey": "object:215",
              "name": "value to text",
              "value": 1
            },
            {
              "$$hashKey": "object:216",
              "name": "range to text",
              "value": 2
            }
          ],
          "maxDataPoints": 100,
          "nullPointMode": "connected",
          "nullText": null,
          "postfix": "",
          "postfixFontSize": "50%",
          "prefix": "",
          "prefixFontSize": "50%",
          "rangeMaps": [
            {
              "from": "null",
              "text": "N/A",
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          ],
          "sparkline": {
            "fillColor": "rgba(31, 118, 189, 0.18)",
            "full": false,
            "lineColor": "rgb(31, 120, 193)",
            "show": false
          },
          "tableColumn": "",
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              "exemplar": true,
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              "format": "time_series",
              "interval": "",
              "intervalFactor": 2,
              "legendFormat": "",
              "metric": "spring_cloud_gateway_requests_seconds_count",
              "refId": "A",
              "step": 1200
            }
          ],
          "thresholds": "",
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          "timeShift": null,
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          "colorBackground": false,
          "colorValue": false,
          "colors": [
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            "rgba(50, 172, 45, 0.97)"
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          "description": "",
          "fieldConfig": {
            "defaults": {},
            "overrides": []
          },
          "format": "none",
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            "minValue": 0,
            "show": false,
            "thresholdLabels": false,
            "thresholdMarkers": true
          },
          "gridPos": {
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              "name": "range to text",
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          ],
          "maxDataPoints": 100,
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          "prefix": "",
          "prefixFontSize": "50%",
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              "intervalFactor": 2,
              "legendFormat": "",
              "metric": "spring_cloud_gateway_requests_seconds_count",
              "refId": "A",
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          "thresholds": "",
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          "description": "",
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          },
          "tableColumn": "",
          "targets": [
            {
              "exemplar": true,
              "expr": "sum(gateway_requests_seconds_count{outcome!=\"SUCCESSFUL\", job=~\"$gatewayService\"})",
              "format": "time_series",
              "interval": "",
              "intervalFactor": 2,
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          ],
          "thresholds": "",
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          "timeShift": null,
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          "type": "singlestat",
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          },
          "id": 51,
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          "title": "Gateway信息",
          "type": "row"
        },
        {
          "aliasColors": {},
          "bars": false,
          "dashLength": 10,
          "dashes": false,
          "datasource": null,
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          "fill": 1,
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          "gridPos": {
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            "w": 6,
            "x": 0,
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          },
          "hiddenSeries": false,
          "id": 81,
          "legend": {
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            "current": false,
            "max": false,
            "min": false,
            "show": true,
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            "values": false
          },
          "lines": true,
          "linewidth": 1,
          "nullPointMode": "null",
          "options": {
            "alertThreshold": true
          },
          "percentage": false,
          "pluginVersion": "7.5.7",
          "pointradius": 2,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "exemplar": true,
              "expr": "sum(gateway_requests_seconds_count{job=~\"$gatewayService\"}) by (job, routeId)",
              "interval": "",
              "legendFormat": "{{routeId}}",
              "refId": "A"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeRegions": [],
          "timeShift": null,
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          "tooltip": {
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            "value_type": "individual"
          },
          "type": "graph",
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          ],
          "yaxis": {
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          }
        },
        {
          "aliasColors": {},
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          "dashLength": 10,
          "dashes": false,
          "datasource": "Prometheus",
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              "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": null,
          "fieldConfig": {
            "defaults": {},
            "overrides": []
          },
          "fill": 1,
          "fillGradient": 0,
          "gridPos": {
            "h": 10,
            "w": 6,
            "x": 12,
            "y": 16
          },
          "hiddenSeries": false,
          "id": 87,
          "legend": {
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "show": true,
            "total": false,
            "values": false
          },
          "lines": true,
          "linewidth": 1,
          "nullPointMode": "null as zero",
          "options": {
            "alertThreshold": true
          },
          "percentage": false,
          "pluginVersion": "7.5.7",
          "pointradius": 2,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "exemplar": true,
              "expr": "gateway_requests_seconds_count{outcome!=\"SUCCESSFUL\", routeId=~\"$routeId\", job=~\"$gatewayService\"}\r",
              "interval": "",
              "legendFormat": " {{ routeUri }}",
              "refId": "A"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeRegions": [],
          "timeShift": null,
          "title": "$routeId 调用失败次数",
          "tooltip": {
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "mode": "time",
            "name": null,
            "show": true,
            "values": []
          },
          "yaxes": [
            {
              "$$hashKey": "object:89",
              "format": "short",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": true
            },
            {
              "$$hashKey": "object:90",
              "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": null,
          "fieldConfig": {
            "defaults": {},
            "overrides": []
          },
          "fill": 1,
          "fillGradient": 0,
          "gridPos": {
            "h": 10,
            "w": 6,
            "x": 18,
            "y": 16
          },
          "hiddenSeries": false,
          "id": 89,
          "legend": {
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "show": true,
            "total": false,
            "values": false
          },
          "lines": true,
          "linewidth": 1,
          "nullPointMode": "null",
          "options": {
            "alertThreshold": true
          },
          "percentage": false,
          "pluginVersion": "7.5.7",
          "pointradius": 2,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "exemplar": true,
              "expr": "sum(gateway_requests_seconds_count{routeId=~\"$routeId\", job=~\"$gatewayService\"}) by (job, status)\r",
              "interval": "",
              "legendFormat": " {{ routeId}} {{ status }}",
              "refId": "A"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeRegions": [],
          "timeShift": null,
          "title": " $routeId  API/HTTP Status",
          "tooltip": {
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "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
          }
        }
      ],
      "refresh": "5s",
      "schemaVersion": 27,
      "style": "dark",
      "tags": [],
      "templating": {
        "list": [
          {
            "allValue": null,
            "current": {
              "selected": false,
              "text": [
                "gateway_demo"
              ],
              "value": [
                "gateway_demo"
              ]
            },
            "datasource": "Prometheus",
            "definition": "label_values(gateway_requests_seconds_count,job)",
            "description": null,
            "error": null,
            "hide": 0,
            "includeAll": true,
            "label": "Gateway Service",
            "multi": true,
            "name": "gatewayService",
            "options": [],
            "query": {
              "query": "label_values(gateway_requests_seconds_count,job)",
              "refId": "StandardVariableQuery"
            },
            "refresh": 1,
            "regex": "",
            "skipUrlSync": false,
            "sort": 1,
            "tagValuesQuery": "",
            "tags": [],
            "tagsQuery": "",
            "type": "query",
            "useTags": false
          },
          {
            "allValue": null,
            "current": {
              "selected": false,
              "text": [
                "demoXiong1"
              ],
              "value": [
                "demoXiong1"
              ]
            },
            "datasource": "Prometheus",
            "definition": "label_values(gateway_requests_seconds_count,routeId)",
            "description": null,
            "error": null,
            "hide": 0,
            "includeAll": true,
            "label": "Route Id",
            "multi": true,
            "name": "routeId",
            "options": [],
            "query": {
              "query": "label_values(gateway_requests_seconds_count,routeId)",
              "refId": "StandardVariableQuery"
            },
            "refresh": 1,
            "regex": "",
            "skipUrlSync": false,
            "sort": 1,
            "tagValuesQuery": "",
            "tags": [],
            "tagsQuery": "",
            "type": "query",
            "useTags": false
          }
        ]
      },
      "time": {
        "from": "now-5m",
        "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": "gateway_demo",
      "uid": "FfX6Xnpnk",
      "version": 49
    }

    结果图:

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  • 原文地址:https://www.cnblogs.com/dhName/p/15590451.html
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