JMeter Performance Testing Dashboard
JMeter performance testing live results dashboard, utilizing Flux queries (Influxdb 2.x)
[https://github.com/fgeorge/jmeter-grafana-influxdb-dashboard](<https://github.com/fgeorge/jmeter-grafana-influxdb-dashboard>)

When running performance tests using [Apache JMeter](<https://jmeter.apache.org/>), to view the realtime test results and metrics we need to set up a backend listener that reports data to a timeseries db such as InfluxDB and then build a dashboard in Grafana/Influx etc. based on that data. There are lot of dashboards available in Grafana community. But with the newer versions of InfluxDB, Flux is us used as an alternative to InfluxQL language for querying and analyzing data. Unfortunately, most of the community provided dashboards are still using InfluxQL and there is no easy migration of the queries to the new Flux syntax. So, this is an attempt to build a Grafana dashboard using Flux as the query language for InfluxDB.

The Grafana dashboard will have the following metrics displayed.

- **Number of Users**, the count of total threads
- **Active Number of Users**, the count of active threads
- **Transactions Count**
- **Errors Count**
- **Errors Rate**
- **Errors By Status Codes**
- **Errors By Transaction**
- **Error Details**, for failed transactions view the respose code and response message
    > Will need to add a JSR223 Listener to your JMeter script to capture the error details.
- **Response Times Over Time**
- **Response Time Percentiles Over Time**, view the percentiles configured in the listener, defaults to 99,95&90
- **Active Threads Over Time**
- **Bytes Throughput Over Time**, bytes sent and received
- **Total vs Failed Requests Over Time**
- **Hits Per Second**
- **Transactions Per Second**
- **Average Response Times per transaction**, a repeat panel which will show the average response times for the transactions selected in the dropdown at the top of the dashboard
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      "label": "InfluxDB",
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      "pluginName": "InfluxDB"
    }
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    },
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    },
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      "id": "influxdb",
      "name": "InfluxDB",
      "version": "1.0.0"
    },
    {
      "type": "panel",
      "id": "table",
      "name": "Table",
      "version": ""
    },
    {
      "type": "panel",
      "id": "timeseries",
      "name": "Time series",
      "version": ""
    }
  ],
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        "builtIn": 1,
        "datasource": {
          "type": "grafana",
          "uid": "-- Grafana --"
        },
        "enable": true,
        "hide": true,
        "iconColor": "rgba(0, 211, 255, 1)",
        "name": "Annotations & Alerts",
        "target": {
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          "tags": [],
          "type": "dashboard"
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        "type": "dashboard"
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        },
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        "iconColor": "blue",
        "name": "Test Started",
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          "query": "from(bucket: \"${bucket}\")\r\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\r\n  |> filter(fn: (r) => r[\"_measurement\"] == \"events\")\r\n  |> filter(fn: (r) => r[\"_value\"] =~ /.* started/)\r\n  |> aggregateWindow(every: v.windowPeriod, fn: last, createEmpty: false)",
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        }
      },
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          "type": "influxdb",
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        },
        "enable": true,
        "iconColor": "blue",
        "name": "Test Ended",
        "target": {
          "query": "from(bucket: \"${bucket}\")\r\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\r\n  |> filter(fn: (r) => r[\"_measurement\"] == \"events\")\r\n  |> filter(fn: (r) => r[\"_value\"] =~ /.* ended/)\r\n  |> aggregateWindow(every: v.windowPeriod, fn: last, createEmpty: false)",
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        }
      }
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  "fiscalYearStartMonth": 0,
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    },
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        "type": "influxdb",
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            "mode": "fixed"
          },
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          "thresholds": {
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      "options": {
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        "reduceOptions": {
          "calcs": [
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          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": false,
        "text": {}
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      "targets": [
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          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"_field\"] == \"maxAT\")",
          "refId": "A"
        }
      ],
      "title": "Number of Users",
      "type": "gauge"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
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      "fieldConfig": {
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            "fixedColor": "green",
            "mode": "fixed"
          },
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          "thresholds": {
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      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "started_count_last=from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"_field\"] == \"startedT\")\n\nended_count_last=from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"_field\"] == \"endedT\")\n  \nactive_count = join(tables:{started_count_last:started_count_last, ended_count_last:ended_count_last}, on:[\"_time\"])\n|> map(fn:(r) => ({\n_value: r._value_started_count_last- r._value_ended_count_last}))\n  |> yield(name: \"active_count\")  ",
          "refId": "A"
        }
      ],
      "title": "Active Number of Users",
      "type": "gauge"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "continuous-greens"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          },
          "unit": "none"
        },
        "overrides": []
      },
      "gridPos": {
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        "w": 5,
        "x": 10,
        "y": 1
      },
      "id": 2,
      "options": {
        "orientation": "vertical",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": false
      },
      "pluginVersion": "9.2.5",
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"transaction\"] == \"all\")\n  |> filter(fn: (r) => r[\"_field\"] == \"count\")\n  |> cumulativeSum() \n",
          "refId": "A"
        }
      ],
      "title": "Transactions Count",
      "type": "gauge"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "fixedColor": "red",
            "mode": "continuous-reds"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          },
          "unit": "none"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 6,
        "w": 5,
        "x": 15,
        "y": 1
      },
      "id": 6,
      "options": {
        "orientation": "vertical",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": true
      },
      "pluginVersion": "9.2.5",
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"transaction\"] == \"all\")\n  |> filter(fn: (r) => r[\"_field\"] == \"countError\")\n  |> cumulativeSum() ",
          "refId": "A"
        }
      ],
      "title": "Errors Count",
      "type": "gauge"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "fixedColor": "red",
            "mode": "fixed"
          },
          "mappings": [],
          "thresholds": {
            "mode": "percentage",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          },
          "unit": "percent"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 6,
        "w": 4,
        "x": 20,
        "y": 1
      },
      "id": 9,
      "options": {
        "orientation": "vertical",
        "reduceOptions": {
          "calcs": [
            "lastNotNull"
          ],
          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": true
      },
      "pluginVersion": "9.2.5",
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"transaction\"] == \"all\")\n  |> filter(fn: (r) => r[\"_field\"] =~ /count*/)\n  |> sum()\n  |> pivot(rowKey:[\"_measurement\"], columnKey: [\"_field\"], valueColumn: \"_value\")\n  |> map(fn: (r) => ({_value: float(v: r.countError) / float(v: r.count) * 100.0}))",
          "refId": "A"
        }
      ],
      "title": "Errors Rate",
      "transformations": [],
      "type": "gauge"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "fixedColor": "red",
            "mode": "fixed"
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          },
          "unit": "none"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 7,
        "w": 8,
        "x": 0,
        "y": 7
      },
      "id": 17,
      "options": {
        "orientation": "auto",
        "reduceOptions": {
          "calcs": [
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          ],
          "fields": "",
          "values": false
        },
        "showThresholdLabels": false,
        "showThresholdMarkers": false
      },
      "pluginVersion": "9.2.5",
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"_field\"] == \"count\")\n  |> filter(fn: (r) => exists r[\"responseCode\"])\n  |> group(columns: [\"responseCode\"], mode:\"by\")\n  |> aggregateWindow(every: v.windowPeriod, fn: mean, createEmpty: false)\n  |> count()",
          "refId": "A"
        }
      ],
      "title": "Errors By Status Codes",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": ".*responseCode=\"([^\"]*).*",
            "renamePattern": "Error $1"
          }
        }
      ],
      "type": "gauge"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "fixedColor": "red",
            "mode": "fixed"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 0,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
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          "unit": "none"
        },
        "overrides": []
      },
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        "h": 7,
        "w": 16,
        "x": 8,
        "y": 7
      },
      "id": 54,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
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      "pluginVersion": "9.2.5",
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"statut\"] == \"ko\")\n  |> filter(fn: (r) => r[\"_field\"] == \"count\")\n  //|> count()\n  //|> filter(fn: (r) => r[\"_field\"] == \"countError\")",
          "refId": "A"
        }
      ],
      "title": "Errors By Transaction",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": ".*transaction=\"([^\"]*).*",
            "renamePattern": "$1"
          }
        }
      ],
      "type": "timeseries"
    },
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      "collapsed": false,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 14
      },
      "id": 45,
      "panels": [],
      "title": "Error Details",
      "type": "row"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "thresholds"
          },
          "custom": {
            "align": "auto",
            "displayMode": "auto",
            "filterable": true,
            "inspect": false
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
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                "color": "red",
                "value": 80
              }
            ]
          }
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        "overrides": []
      },
      "gridPos": {
        "h": 8,
        "w": 24,
        "x": 0,
        "y": 15
      },
      "id": 43,
      "options": {
        "footer": {
          "enablePagination": true,
          "fields": "",
          "reducer": [
            "sum"
          ],
          "show": false
        },
        "showHeader": true,
        "sortBy": []
      },
      "pluginVersion": "9.2.5",
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"responseMessage\"] != \"\")\n  |> aggregateWindow(every: v.windowPeriod, fn: last, createEmpty: false)",
          "refId": "A"
        }
      ],
      "title": "Error Details",
      "transformations": [
        {
          "id": "labelsToFields",
          "options": {
            "mode": "columns"
          }
        },
        {
          "id": "merge",
          "options": {}
        },
        {
          "id": "organize",
          "options": {
            "excludeByName": {
              "application": true,
              "count": true
            },
            "indexByName": {
              "Time": 0,
              "application": 3,
              "count": 2,
              "responseCode": 4,
              "responseMessage": 5,
              "transaction": 1
            },
            "renameByName": {}
          }
        }
      ],
      "type": "table"
    },
    {
      "collapsed": false,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 23
      },
      "id": 29,
      "panels": [],
      "title": "Over Time - Response Times, Active Threads, Bytes)",
      "type": "row"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 0,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "ms"
        },
        "overrides": [
          {
            "__systemRef": "hideSeriesFrom",
            "matcher": {
              "id": "byNames",
              "options": {
                "mode": "exclude",
                "names": [
                  "transaction 1"
                ],
                "prefix": "All except:",
                "readOnly": true
              }
            },
            "properties": [
              {
                "id": "custom.hideFrom",
                "value": {
                  "legend": false,
                  "tooltip": false,
                  "viz": true
                }
              }
            ]
          }
        ]
      },
      "gridPos": {
        "h": 10,
        "w": 24,
        "x": 0,
        "y": 24
      },
      "id": 10,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"statut\"] == \"all\")\n  |> filter(fn: (r) => r[\"_field\"] == \"avg\")\n  |> group(columns: [\"transaction\"], mode:\"by\")",
          "refId": "A"
        }
      ],
      "title": "Response Times Over Time",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": ".*transaction=\"([^\"]*).*",
            "renamePattern": "$1"
          }
        }
      ],
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 14,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 2,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          },
          "unit": "ms"
        },
        "overrides": [
          {
            "__systemRef": "hideSeriesFrom",
            "matcher": {
              "id": "byNames",
              "options": {
                "mode": "exclude",
                "names": [
                  "pct95.0 'transaction 2'"
                ],
                "prefix": "All except:",
                "readOnly": true
              }
            },
            "properties": [
              {
                "id": "custom.hideFrom",
                "value": {
                  "legend": false,
                  "tooltip": false,
                  "viz": true
                }
              }
            ]
          }
        ]
      },
      "gridPos": {
        "h": 13,
        "w": 24,
        "x": 0,
        "y": 34
      },
      "id": 34,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"statut\"] == \"ok\")\n  |> filter(fn: (r) => r[\"_field\"] == \"max\" or r[\"_field\"] == \"min\" or r[\"_field\"] == \"avg\" or r[\"_field\"] =~ /pct*/)",
          "refId": "A"
        }
      ],
      "title": "Response Time Percentiles Over Time (successful responses)",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": "/(.*?)\\{|.*transaction=\"([^\"]*).*/g",
            "renamePattern": "$1$2'"
          }
        }
      ],
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "fixedColor": "yellow",
            "mode": "fixed"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 20,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 2,
            "pointSize": 7,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          },
          "unit": "none"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 12,
        "w": 24,
        "x": 0,
        "y": 47
      },
      "id": 5,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"_field\"] == \"meanAT\")\n",
          "refId": "A"
        }
      ],
      "title": "Active Threads Over Time",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": "(.*)",
            "renamePattern": "Number of Threads"
          }
        }
      ],
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 0,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          },
          "unit": "Bps"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 12,
        "w": 24,
        "x": 0,
        "y": 59
      },
      "id": 13,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"_field\"] == \"sb\" or r[\"_field\"] == \"rb\")\n  |> filter(fn: (r) => r[\"transaction\"] == \"all\")\n  |> aggregateWindow(every: 60s, fn: sum, createEmpty: false)\n  |> map(fn: (r) => ({r with _value: r._value / 60.0}))",
          "refId": "A"
        }
      ],
      "title": "Bytes Throughput Over Time",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": "(.*){.*}",
            "renamePattern": "$1"
          }
        }
      ],
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 10,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          },
          "unit": "none"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 11,
        "w": 24,
        "x": 0,
        "y": 71
      },
      "id": 11,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"transaction\"] == \"all\")\n  |> filter(fn: (r) => r[\"_field\"] =~ /count*/)",
          "refId": "A"
        }
      ],
      "title": "Total vs Failed Requests Over Time",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": "(.*){.*}",
            "renamePattern": "$1"
          }
        }
      ],
      "type": "timeseries"
    },
    {
      "collapsed": false,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 82
      },
      "id": 27,
      "panels": [],
      "title": "Throughput (Hits and Transactions Per Second)",
      "type": "row"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 0,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "reqps"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 12,
        "w": 24,
        "x": 0,
        "y": 83
      },
      "id": 14,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"_field\"] == \"hit\")\n  |> filter(fn: (r) => r[\"transaction\"] == \"all\")\n  |> aggregateWindow(every: 60s, fn: sum, createEmpty: false)\n  |> map(fn: (r) => ({r with _value: r._value / 60.0}))",
          "refId": "A"
        }
      ],
      "title": "Hits Per Second",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": "(.*)",
            "renamePattern": "Hits"
          }
        }
      ],
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 0,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              },
              {
                "color": "red",
                "value": 80
              }
            ]
          },
          "unit": "reqps"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 12,
        "w": 24,
        "x": 0,
        "y": 95
      },
      "id": 16,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"_field\"] == \"count\")\n  |> filter(fn: (r) => r[\"transaction\"] != \"all\")\n  |> filter(fn: (r) => exists r.statut)\n  |> filter(fn: (r) => r[\"statut\"] == \"all\")\n  |> aggregateWindow(every: 60s, fn: sum, createEmpty: false)\n  |> map(fn: (r) => ({r with _value: r._value / 60.0}))",
          "refId": "A"
        }
      ],
      "title": "Transactions Per Second",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": ".*transaction=\"([^\"]*).*",
            "renamePattern": "$1"
          }
        }
      ],
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "influxdb",
        "uid": "${DS_INFLUXDB}"
      },
      "fieldConfig": {
        "defaults": {
          "color": {
            "mode": "palette-classic"
          },
          "custom": {
            "axisCenteredZero": false,
            "axisColorMode": "text",
            "axisLabel": "",
            "axisPlacement": "auto",
            "barAlignment": 0,
            "drawStyle": "line",
            "fillOpacity": 0,
            "gradientMode": "none",
            "hideFrom": {
              "legend": false,
              "tooltip": false,
              "viz": false
            },
            "lineInterpolation": "linear",
            "lineWidth": 1,
            "pointSize": 5,
            "scaleDistribution": {
              "type": "linear"
            },
            "showPoints": "auto",
            "spanNulls": false,
            "stacking": {
              "group": "A",
              "mode": "none"
            },
            "thresholdsStyle": {
              "mode": "off"
            }
          },
          "mappings": [],
          "thresholds": {
            "mode": "absolute",
            "steps": [
              {
                "color": "green",
                "value": null
              }
            ]
          },
          "unit": "reqps"
        },
        "overrides": []
      },
      "gridPos": {
        "h": 12,
        "w": 24,
        "x": 0,
        "y": 107
      },
      "id": 15,
      "options": {
        "legend": {
          "calcs": [],
          "displayMode": "list",
          "placement": "bottom",
          "showLegend": true
        },
        "tooltip": {
          "mode": "single",
          "sort": "none"
        }
      },
      "targets": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"_field\"] == \"count\")\n  |> filter(fn: (r) => r[\"transaction\"] != \"all\")\n  |> filter(fn: (r) => exists r.statut)\n  |> filter(fn: (r) => r[\"statut\"] == \"ko\" or r[\"statut\"] == \"ok\" )\n  |> drop(columns: [\"transaction\"])\n  |> aggregateWindow(every: 60s, fn: sum, createEmpty: false)\n  |> map(fn: (r) => ({r with _value: r._value / 60.0}))",
          "refId": "A"
        }
      ],
      "title": "Total Transactions Per Second",
      "transformations": [
        {
          "id": "renameByRegex",
          "options": {
            "regex": ".*statut=\"([^\"]*).*",
            "renamePattern": "$1"
          }
        }
      ],
      "type": "timeseries"
    },
    {
      "collapsed": true,
      "gridPos": {
        "h": 1,
        "w": 24,
        "x": 0,
        "y": 119
      },
      "id": 38,
      "panels": [
        {
          "datasource": {
            "type": "influxdb",
            "uid": "${DS_INFLUXDB}"
          },
          "fieldConfig": {
            "defaults": {
              "color": {
                "mode": "palette-classic"
              },
              "custom": {
                "axisCenteredZero": false,
                "axisColorMode": "text",
                "axisLabel": "",
                "axisPlacement": "auto",
                "barAlignment": 0,
                "drawStyle": "line",
                "fillOpacity": 0,
                "gradientMode": "none",
                "hideFrom": {
                  "legend": false,
                  "tooltip": false,
                  "viz": false
                },
                "lineInterpolation": "linear",
                "lineWidth": 1,
                "pointSize": 5,
                "scaleDistribution": {
                  "type": "linear"
                },
                "showPoints": "auto",
                "spanNulls": false,
                "stacking": {
                  "group": "A",
                  "mode": "none"
                },
                "thresholdsStyle": {
                  "mode": "off"
                }
              },
              "mappings": [],
              "thresholds": {
                "mode": "absolute",
                "steps": [
                  {
                    "color": "green"
                  },
                  {
                    "color": "red",
                    "value": 80
                  }
                ]
              },
              "unit": "ms"
            },
            "overrides": [
              {
                "__systemRef": "hideSeriesFrom",
                "matcher": {
                  "id": "byNames",
                  "options": {
                    "mode": "exclude",
                    "names": [
                      "StopTimer"
                    ],
                    "prefix": "All except:",
                    "readOnly": true
                  }
                },
                "properties": [
                  {
                    "id": "custom.hideFrom",
                    "value": {
                      "legend": false,
                      "tooltip": false,
                      "viz": true
                    }
                  }
                ]
              }
            ]
          },
          "gridPos": {
            "h": 9,
            "w": 24,
            "x": 0,
            "y": 115
          },
          "id": 41,
          "options": {
            "legend": {
              "calcs": [],
              "displayMode": "list",
              "placement": "bottom",
              "showLegend": true
            },
            "tooltip": {
              "mode": "single",
              "sort": "none"
            }
          },
          "targets": [
            {
              "datasource": {
                "type": "influxdb",
                "uid": "${DS_INFLUXDB}"
              },
              "query": "from(bucket: \"${bucket}\")\n  |> range(start: v.timeRangeStart, stop: v.timeRangeStop)\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\n  |> filter(fn: (r) => r[\"transaction\"] == \"${transaction}\")  \n  |> filter(fn: (r) => r[\"statut\"] == \"all\")\n  |> filter(fn: (r) => r[\"_field\"] == \"avg\")\n  |> group(columns: [\"transaction\"], mode:\"by\")",
              "refId": "A"
            }
          ],
          "title": "Response Times Over Time",
          "transformations": [
            {
              "id": "renameByRegex",
              "options": {
                "regex": ".*transaction=\"([^\"]*).*",
                "renamePattern": "$1"
              }
            }
          ],
          "type": "timeseries"
        }
      ],
      "repeat": "transaction",
      "repeatDirection": "h",
      "title": "Average Response Times - ${transaction}",
      "type": "row"
    }
  ],
  "refresh": false,
  "schemaVersion": 37,
  "style": "dark",
  "tags": [],
  "templating": {
    "list": [
      {
        "current": {},
        "datasource": {
          "type": "influxdb",
          "uid": "${DS_INFLUXDB}"
        },
        "definition": "buckets()",
        "hide": 0,
        "includeAll": false,
        "multi": false,
        "name": "bucket",
        "options": [],
        "query": "buckets()",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 0,
        "type": "query"
      },
      {
        "current": {},
        "datasource": {
          "type": "influxdb",
          "uid": "${DS_INFLUXDB}"
        },
        "definition": " from(bucket: \"${bucket}\")\r\n  |> range(start: v.timeRangeStart, stop:v.timeRangeStop)\r\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\r\n  |> group()\r\n  |> distinct(column: \"application\") \r\n  |> drop(columns: [\"_start\", \"_stop\"])",
        "hide": 0,
        "includeAll": false,
        "multi": false,
        "name": "application",
        "options": [],
        "query": " from(bucket: \"${bucket}\")\r\n  |> range(start: v.timeRangeStart, stop:v.timeRangeStop)\r\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\r\n  |> group()\r\n  |> distinct(column: \"application\") \r\n  |> drop(columns: [\"_start\", \"_stop\"])",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 0,
        "type": "query"
      },
      {
        "current": {},
        "datasource": {
          "type": "influxdb",
          "uid": "${DS_INFLUXDB}"
        },
        "definition": " from(bucket: \"${bucket}\")\r\n  |> range(start: v.timeRangeStart, stop:v.timeRangeStop)\r\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\r\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\r\n  |> group()\r\n  |> distinct(column: \"transaction\") \r\n  |> drop(columns: [\"_start\", \"_stop\"])\r\n  |> filter(fn: (r) => r[\"_value\"] != \"internal\") ",
        "hide": 0,
        "includeAll": false,
        "multi": true,
        "name": "transaction",
        "options": [],
        "query": " from(bucket: \"${bucket}\")\r\n  |> range(start: v.timeRangeStart, stop:v.timeRangeStop)\r\n  |> filter(fn: (r) => r[\"_measurement\"] == \"jmeter\")\r\n  |> filter(fn: (r) => r[\"application\"] == \"${application}\")\r\n  |> group()\r\n  |> distinct(column: \"transaction\") \r\n  |> drop(columns: [\"_start\", \"_stop\"])\r\n  |> filter(fn: (r) => r[\"_value\"] != \"internal\") ",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 2,
        "type": "query"
      }
    ]
  },
  "time": {
    "from": "now-1h",
    "to": "now"
  },
  "timepicker": {},
  "timezone": "",
  "title": "JMeter Performance Testing Dashboard",
  "uid": "qzGpZBdVz",
  "version": 10,
  "weekStart": "",
  "gnetId": 17506,
  "description": "JMeter performance testing live results dashboard, utilizing Flux queries (Influxdb 2.x)"
}