Grafana dashboard: Azure Data Factory
Description: Monitor Your ADF pipelines and activities. And Find out easily if any failures occur.

To use this Dashboard, you only need to have an Azure Monitor Datasource setup.
Then it's only a matter of choosing the correct ADF instance you need to monitor via the variables on top of the Dashboard.

Available stats include : 
- Successful pipeline runs
- Failed pipeline runs
- Failed activity runs

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                "filter": "",
                "operator": "eq"
              },
              {
                "dimension": "PipelineName",
                "filter": "",
                "operator": "eq"
              }
            ],
            "dimensions": [
              {
                "$$hashKey": "object:402",
                "text": "Activity Type",
                "value": "ActivityType"
              },
              {
                "$$hashKey": "object:403",
                "text": "Pipeline",
                "value": "PipelineName"
              },
              {
                "$$hashKey": "object:404",
                "text": "Failure Type",
                "value": "FailureType"
              },
              {
                "$$hashKey": "object:405",
                "text": "Activity",
                "value": "Name"
              }
            ],
            "metricDefinition": "Microsoft.DataFactory/factories",
            "metricName": "ActivityFailedRuns",
            "metricNamespace": "Microsoft.DataFactory/factories",
            "resourceGroup": "$ResourceGroupADF",
            "resourceName": "$ADF",
            "timeGrain": "auto",
            "timeGrains": [
              {
                "$$hashKey": "object:393",
                "text": "auto",
                "value": "auto"
              },
              {
                "$$hashKey": "object:394",
                "text": "1 minute",
                "value": "PT1M"
              },
              {
                "$$hashKey": "object:395",
                "text": "5 minutes",
                "value": "PT5M"
              },
              {
                "$$hashKey": "object:396",
                "text": "15 minutes",
                "value": "PT15M"
              },
              {
                "$$hashKey": "object:397",
                "text": "30 minutes",
                "value": "PT30M"
              },
              {
                "$$hashKey": "object:398",
                "text": "1 hour",
                "value": "PT1H"
              },
              {
                "$$hashKey": "object:399",
                "text": "6 hours",
                "value": "PT6H"
              },
              {
                "$$hashKey": "object:400",
                "text": "12 hours",
                "value": "PT12H"
              },
              {
                "$$hashKey": "object:401",
                "text": "1 day",
                "value": "P1D"
              }
            ],
            "top": ""
          },
          "insightsAnalytics": {
            "query": "",
            "resultFormat": "time_series"
          },
          "queryType": "Azure Monitor",
          "refId": "A",
          "subscription": "$Subscription"
        }
      ],
      "timeFrom": null,
      "timeShift": null,
      "title": "Number of activity runs in failure",
      "type": "gauge"
    },
    {
      "aliasColors": {},
      "bars": true,
      "dashLength": 10,
      "dashes": false,
      "datasource": "$DataSource",
      "description": "",
      "fieldConfig": {
        "defaults": {
          "color": {},
          "custom": {},
          "thresholds": {
            "mode": "absolute",
            "steps": []
          },
          "unit": "Computation"
        },
        "overrides": []
      },
      "fill": 1,
      "fillGradient": 0,
      "gridPos": {
        "h": 6,
        "w": 24,
        "x": 0,
        "y": 16
      },
      "hiddenSeries": false,
      "id": 52,
      "interval": "10m",
      "legend": {
        "alignAsTable": true,
        "avg": false,
        "current": false,
        "max": false,
        "min": false,
        "rightSide": true,
        "show": true,
        "total": false,
        "values": false
      },
      "lines": false,
      "linewidth": 1,
      "nullPointMode": "null",
      "options": {
        "alertThreshold": true
      },
      "percentage": false,
      "pluginVersion": "7.4.2",
      "pointradius": 2,
      "points": false,
      "renderer": "flot",
      "seriesOverrides": [],
      "spaceLength": 10,
      "stack": false,
      "steppedLine": false,
      "targets": [
        {
          "appInsights": {
            "dimension": [
              "none"
            ],
            "metricName": "select",
            "rawQuery": false,
            "rawQueryString": "",
            "timeColumn": "timestamp",
            "timeGrain": "auto",
            "valueColumn": ""
          },
          "azureLogAnalytics": {
            "query": "//change this example to create your own time series query\n<table name>                                                              //the table to query (e.g. Usage, Heartbeat, Perf)\n| where $__timeFilter(TimeGenerated)                                      //this is a macro used to show the full chart’s time range, choose the datetime column here\n| summarize count() by <group by column>, bin(TimeGenerated, $__interval) //change “group by column” to a column in your table, such as “Computer”. The $__interval macro is used to auto-select the time grain. Can also use 1h, 5m etc.\n| order by TimeGenerated asc",
            "resultFormat": "time_series",
            "workspace": ""
          },
          "azureMonitor": {
            "aggOptions": [
              "None",
              "Average",
              "Minimum",
              "Maximum",
              "Total",
              "Count"
            ],
            "aggregation": "Total",
            "alias": "{{pipelinename}} : {{name}}",
            "allowedTimeGrainsMs": [
              60000,
              300000,
              900000,
              1800000,
              3600000,
              21600000,
              43200000,
              86400000
            ],
            "dimension": "None",
            "dimensionFilter": "*",
            "dimensionFilters": [
              {
                "dimension": "Name",
                "filter": "",
                "operator": "eq"
              },
              {
                "dimension": "PipelineName",
                "filter": "",
                "operator": "eq"
              }
            ],
            "dimensions": [
              {
                "$$hashKey": "object:402",
                "text": "Activity Type",
                "value": "ActivityType"
              },
              {
                "$$hashKey": "object:403",
                "text": "Pipeline",
                "value": "PipelineName"
              },
              {
                "$$hashKey": "object:404",
                "text": "Failure Type",
                "value": "FailureType"
              },
              {
                "$$hashKey": "object:405",
                "text": "Activity",
                "value": "Name"
              }
            ],
            "metricDefinition": "Microsoft.DataFactory/factories",
            "metricName": "ActivityFailedRuns",
            "metricNamespace": "Microsoft.DataFactory/factories",
            "resourceGroup": "$ResourceGroupADF",
            "resourceName": "$ADF",
            "timeGrain": "auto",
            "timeGrains": [
              {
                "$$hashKey": "object:393",
                "text": "auto",
                "value": "auto"
              },
              {
                "$$hashKey": "object:394",
                "text": "1 minute",
                "value": "PT1M"
              },
              {
                "$$hashKey": "object:395",
                "text": "5 minutes",
                "value": "PT5M"
              },
              {
                "$$hashKey": "object:396",
                "text": "15 minutes",
                "value": "PT15M"
              },
              {
                "$$hashKey": "object:397",
                "text": "30 minutes",
                "value": "PT30M"
              },
              {
                "$$hashKey": "object:398",
                "text": "1 hour",
                "value": "PT1H"
              },
              {
                "$$hashKey": "object:399",
                "text": "6 hours",
                "value": "PT6H"
              },
              {
                "$$hashKey": "object:400",
                "text": "12 hours",
                "value": "PT12H"
              },
              {
                "$$hashKey": "object:401",
                "text": "1 day",
                "value": "P1D"
              }
            ],
            "top": ""
          },
          "insightsAnalytics": {
            "query": "",
            "resultFormat": "time_series"
          },
          "queryType": "Azure Monitor",
          "refId": "A",
          "subscription": "$Subscription"
        }
      ],
      "thresholds": [],
      "timeFrom": null,
      "timeRegions": [],
      "timeShift": null,
      "title": "Number of activity runs in failure",
      "tooltip": {
        "shared": true,
        "sort": 0,
        "value_type": "individual"
      },
      "transformations": [],
      "type": "graph",
      "xaxis": {
        "buckets": null,
        "mode": "time",
        "name": null,
        "show": true,
        "values": []
      },
      "yaxes": [
        {
          "$$hashKey": "object:588",
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        },
        {
          "$$hashKey": "object:589",
          "format": "short",
          "label": null,
          "logBase": 1,
          "max": null,
          "min": null,
          "show": true
        }
      ],
      "yaxis": {
        "align": false,
        "alignLevel": null
      }
    }
  ],
  "refresh": false,
  "schemaVersion": 27,
  "style": "dark",
  "tags": [],
  "templating": {
    "list": [
      {
        "current": {
          "selected": false,
          "text": "Azure Monitor",
          "value": "Azure Monitor"
        },
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": "Data Source",
        "multi": false,
        "name": "DataSource",
        "options": [],
        "query": "grafana-azure-monitor-datasource",
        "queryValue": "",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "type": "datasource"
      },
      {
        "allValue": null,
        "current": {},
        "datasource": "$DataSource",
        "definition": "Subscriptions()",
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": "Subscription",
        "multi": false,
        "name": "Subscription",
        "options": [],
        "query": "Subscriptions()",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": null,
        "current": {},
        "datasource": "$DataSource",
        "definition": "ResourceGroups($Subscription)",
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": "Res. Group",
        "multi": false,
        "name": "ResourceGroupADF",
        "options": [],
        "query": "ResourceGroups($Subscription)",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      },
      {
        "allValue": null,
        "current": {},
        "datasource": "$DataSource",
        "definition": "ResourceNames($Subscription,$ResourceGroupADF, Microsoft.DataFactory/factories)",
        "description": null,
        "error": null,
        "hide": 0,
        "includeAll": false,
        "label": "ADF",
        "multi": true,
        "name": "ADF",
        "options": [],
        "query": "ResourceNames($Subscription,$ResourceGroupADF, Microsoft.DataFactory/factories)",
        "refresh": 1,
        "regex": "",
        "skipUrlSync": false,
        "sort": 1,
        "tagValuesQuery": "",
        "tags": [],
        "tagsQuery": "",
        "type": "query",
        "useTags": false
      }
    ]
  },
  "time": {
    "from": "now-24h",
    "to": "now"
  },
  "timepicker": {
    "refresh_intervals": [
      "1m",
      "5m",
      "15m",
      "30m",
      "1h"
    ]
  },
  "timezone": "",
  "title": "Azure Data Factory",
  "uid": "jZNnvMUMz",
  "version": 5,
  "description": "Monitor Your ADF pipelines and activities. And Find out easily if any failures occur."
}