Grafana dashboard: PTS-JMeter
Description: Monitor your ALiyun PTS JMeter load testing with Prometheus and Grafana. 基于Prometheus和Grafana的阿里云PTS原生JMeter压测监控。

Monitor your ALiyun PTS JMeter load testing with Prometheus and Grafana. 

基于Prometheus和Grafana的阿里云PTS原生JMeter压测监控。

在概览中，本Dashboard提供了全局请求成功率，系统吞吐量(TPS)，99、95、90分位响应时长，以及按错误状态码聚合的错误请求数等数据。 

在API分布中，可以直观的对比各API的监控指标，快速定位性能短板API。 

在API详情中，可以查看单个API的详细指标，准确定位性能瓶颈。 

另外，dashboard提供了施压机的JVM垃圾回收监控指标，可以辅助判断施压机是否是压测链路中的性能瓶颈。


{
  "__inputs": [
    {
      "name": "DS_PROMETHEUS",
      "label": "Prometheus",
      "description": "Your Prometheus Datasource",
      "type": "datasource",
      "pluginId": "prometheus",
      "pluginName": "Prometheus"
    }
  ],
  "__requires": [
    {
      "type": "grafana",
      "id": "grafana",
      "name": "Grafana",
      "version": "4.6.5"
    },
    {
      "type": "panel",
      "id": "graph",
      "name": "Graph",
      "version": ""
    },
    {
      "type": "datasource",
      "id": "prometheus",
      "name": "Prometheus",
      "version": "1.0.0"
    },
    {
      "type": "panel",
      "id": "singlestat",
      "name": "Singlestat",
      "version": ""
    }
  ],
  "annotations": {
    "list": [
      {
        "builtIn": 1,
        "datasource": "-- Grafana --",
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "type": "dashboard"
      }
    ]
  },
  "description": "Monitor your ALiyun PTS JMeter load testing with Prometheus and Grafana. 基于Prometheus和Grafana的阿里云PTS原生JMeter压测监控。",
  "editable": true,
  "gnetId": 15982,
  "graphTooltip": 0,
  "hideControls": false,
  "id": 3,
  "links": [],
  "rows": [
    {
      "collapse": false,
      "height": 292,
      "panels": [
        {
          "cacheTimeout": null,
          "colorBackground": false,
          "colorValue": false,
          "colors": [
            "#299c46",
            "rgba(237, 129, 40, 0.89)",
            "#d44a3a"
          ],
          "datasource": "${DS_PROMETHEUS}",
          "format": "percentunit",
          "gauge": {
            "maxValue": 1,
            "minValue": 0,
            "show": true,
            "thresholdLabels": false,
            "thresholdMarkers": true
          },
          "id": 1,
          "interval": null,
          "links": [],
          "mappingType": 1,
          "mappingTypes": [
            {
              "name": "value to text",
              "value": 1
            },
            {
              "name": "range to text",
              "value": 2
            }
          ],
          "maxDataPoints": 100,
          "nullPointMode": "connected",
          "nullText": null,
          "postfix": "",
          "postfixFontSize": "50%",
          "prefix": "",
          "prefixFontSize": "50%",
          "rangeMaps": [
            {
              "from": "null",
              "text": "N/A",
              "to": "null"
            }
          ],
          "span": 3,
          "sparkline": {
            "fillColor": "rgba(31, 118, 189, 0.18)",
            "full": false,
            "lineColor": "rgb(31, 120, 193)",
            "show": false
          },
          "tableColumn": "",
          "targets": [
            {
              "expr": "(sum(rate(pts_jmeter_sampler_success_total{job=\"$job\"}[$__interval]))/sum(rate(pts_jmeter_sampler_total{job=\"$job\"}[$__interval]))>= 0) OR on() vector(0)",
              "format": "time_series",
              "intervalFactor": 2,
              "refId": "A"
            }
          ],
          "thresholds": "",
          "title": "当前请求成功率",
          "type": "singlestat",
          "valueFontSize": "80%",
          "valueMaps": [
            {
              "op": "=",
              "text": "N/A",
              "value": "null"
            }
          ],
          "valueName": "current"
        },
        {
          "cacheTimeout": null,
          "colorBackground": false,
          "colorValue": false,
          "colors": [
            "#299c46",
            "rgba(237, 129, 40, 0.89)",
            "#d44a3a"
          ],
          "datasource": "${DS_PROMETHEUS}",
          "format": "none",
          "gauge": {
            "maxValue": 100,
            "minValue": 0,
            "show": false,
            "thresholdLabels": false,
            "thresholdMarkers": true
          },
          "id": 2,
          "interval": null,
          "links": [],
          "mappingType": 1,
          "mappingTypes": [
            {
              "name": "value to text",
              "value": 1
            },
            {
              "name": "range to text",
              "value": 2
            }
          ],
          "maxDataPoints": 100,
          "nullPointMode": "connected",
          "nullText": null,
          "postfix": "",
          "postfixFontSize": "50%",
          "prefix": "",
          "prefixFontSize": "50%",
          "rangeMaps": [
            {
              "from": "null",
              "text": "N/A",
              "to": "null"
            }
          ],
          "span": 3,
          "sparkline": {
            "fillColor": "rgba(31, 118, 189, 0.18)",
            "full": false,
            "lineColor": "rgb(31, 120, 193)",
            "show": true
          },
          "tableColumn": "",
          "targets": [
            {
              "expr": "sum(rate(pts_jmeter_sampler_total{job=\"$job\"}[$__interval]))",
              "format": "time_series",
              "intervalFactor": 2,
              "refId": "A"
            }
          ],
          "thresholds": "",
          "title": "当前吞吐量(TPS)",
          "type": "singlestat",
          "valueFontSize": "200%",
          "valueMaps": [
            {
              "op": "=",
              "text": "N/A",
              "value": "null"
            }
          ],
          "valueName": "current"
        },
        {
          "aliasColors": {},
          "bars": true,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "decimals": null,
          "fill": 1,
          "id": 3,
          "legend": {
            "alignAsTable": false,
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "rightSide": false,
            "show": false,
            "total": false,
            "values": false
          },
          "lines": false,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "null as zero",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 3,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "round(sum(pts_jmeter_sampler_fail_total{job=\"$job\"}))",
              "format": "time_series",
              "instant": false,
              "intervalFactor": 2,
              "legendFormat": "总数",
              "refId": "A"
            },
            {
              "expr": "round(sum by(code)(pts_jmeter_sampler_fail_total{job=\"$job\"}))",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "{{code}}错误",
              "refId": "B"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "累计错误请求数",
          "tooltip": {
            "shared": false,
            "sort": 2,
            "value_type": "individual"
          },
          "transparent": false,
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "mode": "series",
            "name": null,
            "show": true,
            "values": [
              "total"
            ]
          },
          "yaxes": [
            {
              "decimals": null,
              "format": "none",
              "label": "",
              "logBase": 1,
              "max": null,
              "min": null,
              "show": true
            },
            {
              "format": "short",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": false
            }
          ]
        },
        {
          "cacheTimeout": null,
          "colorBackground": false,
          "colorValue": false,
          "colors": [
            "#299c46",
            "rgba(237, 129, 40, 0.89)",
            "#d44a3a"
          ],
          "datasource": "${DS_PROMETHEUS}",
          "format": "none",
          "gauge": {
            "maxValue": 100,
            "minValue": 0,
            "show": false,
            "thresholdLabels": false,
            "thresholdMarkers": true
          },
          "id": 19,
          "interval": null,
          "links": [],
          "mappingType": 1,
          "mappingTypes": [
            {
              "name": "value to text",
              "value": 1
            },
            {
              "name": "range to text",
              "value": 2
            }
          ],
          "maxDataPoints": 100,
          "nullPointMode": "connected",
          "nullText": null,
          "postfix": "",
          "postfixFontSize": "50%",
          "prefix": "",
          "prefixFontSize": "50%",
          "rangeMaps": [
            {
              "from": "null",
              "text": "N/A",
              "to": "null"
            }
          ],
          "span": 3,
          "sparkline": {
            "fillColor": "rgba(31, 118, 189, 0.18)",
            "full": false,
            "lineColor": "rgb(31, 120, 193)",
            "show": true
          },
          "tableColumn": "",
          "targets": [
            {
              "expr": "sum(pts_jmeter_threads{job=\"$job\",state=\"active\"})",
              "format": "time_series",
              "intervalFactor": 2,
              "refId": "A"
            }
          ],
          "thresholds": "",
          "title": "当前虚拟用户数(Virtual User)",
          "type": "singlestat",
          "valueFontSize": "200%",
          "valueMaps": [
            {
              "op": "=",
              "text": "N/A",
              "value": "null"
            }
          ],
          "valueName": "current"
        },
        {
          "aliasColors": {},
          "bars": false,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 5,
          "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": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 12,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "avg(pts_jmeter_rt{job=\"$job\", label!=\"null\", quantile=\"0.9\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "90分位",
              "refId": "A"
            },
            {
              "expr": "avg(pts_jmeter_rt{job=\"$job\", label!=\"null\", quantile=\"0.95\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "95分位",
              "refId": "B"
            },
            {
              "expr": "avg(pts_jmeter_rt{job=\"$job\", label!=\"null\", quantile=\"0.99\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "99分位",
              "refId": "C"
            },
            {
              "expr": "avg(pts_jmeter_rt{job=\"$job\", label!=\"null\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "平均响应时长",
              "refId": "D"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "响应时长(RT)",
          "tooltip": {
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "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
            }
          ]
        }
      ],
      "repeat": null,
      "repeatIteration": null,
      "repeatRowId": null,
      "showTitle": true,
      "title": "概览",
      "titleSize": "h6"
    },
    {
      "collapse": false,
      "height": 238,
      "panels": [
        {
          "aliasColors": {},
          "bars": true,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 6,
          "legend": {
            "avg": false,
            "current": true,
            "max": false,
            "min": false,
            "show": false,
            "total": false,
            "values": true
          },
          "lines": false,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "null",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 5,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "sum by(label)(increase(pts_jmeter_sampler_success_total{job=\"$job\"}[$__interval]))/sum by(label)(increase(pts_jmeter_sampler_total{job=\"$job\"}[$__interval]))",
              "format": "time_series",
              "interval": "",
              "intervalFactor": 2,
              "legendFormat": "{{label}}",
              "refId": "A"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "当前请求成功率",
          "tooltip": {
            "shared": false,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "mode": "series",
            "name": null,
            "show": true,
            "values": [
              "current"
            ]
          },
          "yaxes": [
            {
              "format": "percentunit",
              "label": null,
              "logBase": 1,
              "max": "1",
              "min": null,
              "show": true
            },
            {
              "format": "short",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": false
            }
          ]
        },
        {
          "aliasColors": {},
          "bars": false,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 7,
          "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": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 7,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "sum by(label) (rate(pts_jmeter_sampler_total{job=\"$job\"}[$__interval]))",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "{{label}}",
              "refId": "A"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "吞吐量(TPS)",
          "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
            }
          ]
        },
        {
          "aliasColors": {},
          "bars": false,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 8,
          "legend": {
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "show": true,
            "total": false,
            "values": false
          },
          "lines": true,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "null",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 4,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "avg by(label)(pts_jmeter_rt{job=\"$job\", quantile=\"0.99\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "{{label}}",
              "refId": "A"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "99分位响应时长",
          "tooltip": {
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "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,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 9,
          "legend": {
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "show": true,
            "total": false,
            "values": false
          },
          "lines": true,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "null",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 4,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "avg by(label)(pts_jmeter_rt{job=\"$job\", quantile=\"0.95\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "{{label}}",
              "refId": "A"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "95分位响应时长",
          "tooltip": {
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "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,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 10,
          "legend": {
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "show": true,
            "total": false,
            "values": false
          },
          "lines": true,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "null",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 4,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "avg by(label)(pts_jmeter_rt{job=\"$job\", quantile=\"0.9\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "{{label}}",
              "refId": "A"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "90分位响应时长",
          "tooltip": {
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "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
            }
          ]
        }
      ],
      "repeat": null,
      "repeatIteration": null,
      "repeatRowId": null,
      "showTitle": true,
      "title": "API分布",
      "titleSize": "h6"
    },
    {
      "collapse": false,
      "height": 297,
      "panels": [
        {
          "cacheTimeout": null,
          "colorBackground": false,
          "colorValue": true,
          "colors": [
            "#299c46",
            "rgba(237, 129, 40, 0.89)",
            "#d44a3a"
          ],
          "datasource": "${DS_PROMETHEUS}",
          "format": "percentunit",
          "gauge": {
            "maxValue": 1,
            "minValue": 0,
            "show": true,
            "thresholdLabels": false,
            "thresholdMarkers": true
          },
          "id": 12,
          "interval": null,
          "links": [],
          "mappingType": 1,
          "mappingTypes": [
            {
              "name": "value to text",
              "value": 1
            },
            {
              "name": "range to text",
              "value": 2
            }
          ],
          "maxDataPoints": 100,
          "nullPointMode": "connected",
          "nullText": null,
          "postfix": "",
          "postfixFontSize": "50%",
          "prefix": "",
          "prefixFontSize": "50%",
          "rangeMaps": [
            {
              "from": "null",
              "text": "N/A",
              "to": "null"
            }
          ],
          "span": 4,
          "sparkline": {
            "fillColor": "rgba(31, 118, 189, 0.18)",
            "full": false,
            "lineColor": "rgb(31, 120, 193)",
            "show": false
          },
          "tableColumn": "",
          "targets": [
            {
              "expr": "(sum(rate(pts_jmeter_sampler_success_total{job=\"$job\", label=\"$sampler\"}[$__interval]))/sum(rate(pts_jmeter_sampler_total{job=\"$job\", label=\"$sampler\"}[$__interval]))>= 0) OR on() vector(0)",
              "format": "time_series",
              "intervalFactor": 2,
              "refId": "A"
            }
          ],
          "thresholds": "",
          "title": "$sampler 当前请求成功率",
          "type": "singlestat",
          "valueFontSize": "80%",
          "valueMaps": [
            {
              "op": "=",
              "text": "N/A",
              "value": "null"
            }
          ],
          "valueName": "avg"
        },
        {
          "cacheTimeout": null,
          "colorBackground": false,
          "colorValue": false,
          "colors": [
            "#299c46",
            "rgba(237, 129, 40, 0.89)",
            "#d44a3a"
          ],
          "datasource": "${DS_PROMETHEUS}",
          "format": "none",
          "gauge": {
            "maxValue": 100,
            "minValue": 0,
            "show": false,
            "thresholdLabels": false,
            "thresholdMarkers": true
          },
          "id": 14,
          "interval": null,
          "links": [],
          "mappingType": 1,
          "mappingTypes": [
            {
              "name": "value to text",
              "value": 1
            },
            {
              "name": "range to text",
              "value": 2
            }
          ],
          "maxDataPoints": 100,
          "nullPointMode": "connected",
          "nullText": null,
          "postfix": "",
          "postfixFontSize": "50%",
          "prefix": "",
          "prefixFontSize": "50%",
          "rangeMaps": [
            {
              "from": "null",
              "text": "N/A",
              "to": "null"
            }
          ],
          "span": 4,
          "sparkline": {
            "fillColor": "rgba(31, 118, 189, 0.18)",
            "full": false,
            "lineColor": "rgb(31, 120, 193)",
            "show": true
          },
          "tableColumn": "",
          "targets": [
            {
              "expr": "round(sum(rate(pts_jmeter_sampler_total{job=\"$job\", label=\"$sampler\"}[$__interval])))",
              "format": "time_series",
              "intervalFactor": 2,
              "refId": "A"
            }
          ],
          "thresholds": "",
          "title": "$sampler 当前吞吐量(TPS)",
          "type": "singlestat",
          "valueFontSize": "200%",
          "valueMaps": [
            {
              "op": "=",
              "text": "N/A",
              "value": "null"
            }
          ],
          "valueName": "current"
        },
        {
          "aliasColors": {},
          "bars": true,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 13,
          "legend": {
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "show": false,
            "total": false,
            "values": false
          },
          "lines": false,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "null",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 4,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "(round(sum(pts_jmeter_sampler_fail_total{job=\"$job\", label=\"$sampler\"}))>= 0) OR on() vector(0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "总数",
              "refId": "A"
            },
            {
              "expr": "round(sum by (code)(pts_jmeter_sampler_fail_total{job=\"$job\", label=\"$sampler\"}))",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "{{code}}错误",
              "refId": "B"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "$sampler 累计错误请求数",
          "tooltip": {
            "shared": false,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "mode": "series",
            "name": null,
            "show": true,
            "values": [
              "total"
            ]
          },
          "yaxes": [
            {
              "decimals": 0,
              "format": "none",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": "0",
              "show": true
            },
            {
              "format": "short",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": false
            }
          ]
        },
        {
          "aliasColors": {},
          "bars": false,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 16,
          "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": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 12,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "avg(pts_jmeter_rt{job=\"$job\", label=\"$sampler\", quantile=\"0.9\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "90分位",
              "refId": "A"
            },
            {
              "expr": "avg(pts_jmeter_rt{job=\"$job\", label=\"$sampler\", quantile=\"0.95\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "95分位",
              "refId": "B"
            },
            {
              "expr": "avg(pts_jmeter_rt{job=\"$job\", label=\"$sampler\", quantile=\"0.99\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "99分位",
              "refId": "C"
            },
            {
              "expr": "avg(pts_jmeter_rt{job=\"$job\", label=\"$sampler\"}>0)",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "平均响应时长",
              "refId": "D"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "$sampler 响应时长(RT)",
          "tooltip": {
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "mode": "time",
            "name": null,
            "show": true,
            "values": []
          },
          "yaxes": [
            {
              "format": "ms",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": true
            },
            {
              "format": "short",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": true
            }
          ]
        }
      ],
      "repeat": null,
      "repeatIteration": null,
      "repeatRowId": null,
      "showTitle": true,
      "title": "API详情",
      "titleSize": "h6"
    },
    {
      "collapse": false,
      "height": 300,
      "panels": [
        {
          "aliasColors": {},
          "bars": false,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 17,
          "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": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 6,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "sum(increase(jvm_gc_collection_seconds_sum{job=\"$job\", gc=\"G1 Young Generation\"}[$__interval]))*1000",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "Young GC",
              "refId": "A"
            },
            {
              "expr": "sum(increase(jvm_gc_collection_seconds_sum{job=\"$job\", gc=\"G1 Old Generation\"}[$__interval]))*1000",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "Old GC",
              "refId": "B"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "垃圾回收耗时",
          "tooltip": {
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "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,
          "dashLength": 10,
          "dashes": false,
          "datasource": "${DS_PROMETHEUS}",
          "fill": 1,
          "id": 18,
          "legend": {
            "avg": false,
            "current": false,
            "max": false,
            "min": false,
            "show": true,
            "total": false,
            "values": false
          },
          "lines": true,
          "linewidth": 1,
          "links": [],
          "nullPointMode": "null",
          "percentage": false,
          "pointradius": 5,
          "points": false,
          "renderer": "flot",
          "seriesOverrides": [],
          "spaceLength": 10,
          "span": 6,
          "stack": false,
          "steppedLine": false,
          "targets": [
            {
              "expr": "round(sum(increase((jvm_gc_collection_seconds_count{job=\"$job\", gc=\"G1 Young Generation\"}[$__interval]))))",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "Young GC",
              "refId": "A"
            },
            {
              "expr": "round(sum(increase(jvm_gc_collection_seconds_count{job=\"$job\", gc=\"G1 Old Generation\"}[$__interval])))",
              "format": "time_series",
              "intervalFactor": 2,
              "legendFormat": "Old GC",
              "refId": "B"
            }
          ],
          "thresholds": [],
          "timeFrom": null,
          "timeShift": null,
          "title": "垃圾回收次数",
          "tooltip": {
            "shared": true,
            "sort": 0,
            "value_type": "individual"
          },
          "type": "graph",
          "xaxis": {
            "buckets": null,
            "mode": "time",
            "name": null,
            "show": true,
            "values": []
          },
          "yaxes": [
            {
              "decimals": 0,
              "format": "none",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": "0",
              "show": true
            },
            {
              "format": "short",
              "label": null,
              "logBase": 1,
              "max": null,
              "min": null,
              "show": true
            }
          ]
        }
      ],
      "repeat": null,
      "repeatIteration": null,
      "repeatRowId": null,
      "showTitle": true,
      "title": "施压机性能",
      "titleSize": "h6"
    }
  ],
  "schemaVersion": 14,
  "style": "dark",
  "tags": [],
  "templating": {
    "list": [
      {
        "allValue": null,
        "current": {},
        "datasource": "${DS_PROMETHEUS}",
        "hide": 0,
        "includeAll": false,
        "label": "PTS压测任务",
        "multi": false,
        "name": "job",
        "options": [],
        "query": "label_values(job)",
        "refresh": 2,
        "regex": "/pts_prometheus.*/",
        "sort": 0,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": null,
        "current": {},
        "datasource": "${DS_PROMETHEUS}",
        "hide": 0,
        "includeAll": false,
        "label": "采样器",
        "multi": false,
        "name": "sampler",
        "options": [],
        "query": "label_values(label)",
        "refresh": 2,
        "regex": "/^(?!null$)/",
        "sort": 0,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      }
    ]
  },
  "time": {
    "from": "now-5m",
    "to": "now"
  },
  "timepicker": {
    "nowDelay": "5m",
    "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": "PTS-JMeter",
  "version": 2
}