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Azure Data Factory monitoring data reference

This article contains all the monitoring reference information for this service.

See Monitor Data Factory for details on the data you can collect for Azure Data Factory and how to use it.

Metrics

This section lists all the automatically collected platform metrics for this service. These metrics are also part of the global list of all platform metrics supported in Azure Monitor.

For information on metric retention, see Azure Monitor Metrics overview.

Supported metrics for Microsoft.DataFactory/datafactories

The following table lists the metrics available for the Microsoft.DataFactory/datafactories resource type.

  • All columns might not be present in every table.
  • Some columns might be beyond the viewing area of the page. Select Expand table to view all available columns.

Table headings

  • Category - The metrics group or classification.
  • Metric - The metric display name as it appears in the Azure portal.
  • Name in REST API - The metric name as referred to in the REST API.
  • Unit - Unit of measure.
  • Aggregation - The default aggregation type. Valid values: Average (Avg), Minimum (Min), Maximum (Max), Total (Sum), Count.
  • Dimensions - Dimensions available for the metric.
  • Time Grains - Intervals at which the metric is sampled. For example, PT1M indicates that the metric is sampled every minute, PT30M every 30 minutes, PT1H every hour, and so on.
  • DS Export- Whether the metric is exportable to Azure Monitor Logs via diagnostic settings. For information on exporting metrics, see Create diagnostic settings in Azure Monitor.
Metric Name in REST API Unit Aggregation Dimensions Time Grains DS Export
Failed Runs

Failed Runs
FailedRuns Count Total (Sum) pipelineName, activityName PT1H Yes
Successful Runs

Successful Runs
SuccessfulRuns Count Total (Sum) pipelineName, activityName PT1H Yes

Supported metrics for Microsoft.DataFactory/factories

The following table lists the metrics available for the Microsoft.DataFactory/factories resource type.

  • All columns might not be present in every table.
  • Some columns might be beyond the viewing area of the page. Select Expand table to view all available columns.

Table headings

  • Category - The metrics group or classification.
  • Metric - The metric display name as it appears in the Azure portal.
  • Name in REST API - The metric name as referred to in the REST API.
  • Unit - Unit of measure.
  • Aggregation - The default aggregation type. Valid values: Average (Avg), Minimum (Min), Maximum (Max), Total (Sum), Count.
  • Dimensions - Dimensions available for the metric.
  • Time Grains - Intervals at which the metric is sampled. For example, PT1M indicates that the metric is sampled every minute, PT30M every 30 minutes, PT1H every hour, and so on.
  • DS Export- Whether the metric is exportable to Azure Monitor Logs via diagnostic settings. For information on exporting metrics, see Create diagnostic settings in Azure Monitor.
Metric Name in REST API Unit Aggregation Dimensions Time Grains DS Export
Cancelled activity runs metrics

Cancelled activity runs metrics
ActivityCancelledRuns Count Total (Sum) ActivityType, PipelineName, FailureType, Name PT1M Yes
Failed activity runs metrics

Failed activity runs metrics
ActivityFailedRuns Count Total (Sum) ActivityType, PipelineName, FailureType, Name PT1M Yes
Succeeded activity runs metrics

Succeeded activity runs metrics
ActivitySucceededRuns Count Total (Sum) ActivityType, PipelineName, FailureType, Name PT1M Yes
Airflow Integration Runtime Celery Task Timeout Error

Airflow Integration Runtime Celery Task Timeout Error
AirflowIntegrationRuntimeCeleryTaskTimeoutError Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Collect DB Dags

Airflow Integration Runtime Collect DB Dags
AirflowIntegrationRuntimeCollectDBDags Milliseconds Average IntegrationRuntimeName PT1M No
Airflow Integration Runtime Cpu Percentage

Airflow Integration Runtime Cpu Percentage
AirflowIntegrationRuntimeCpuPercentage Percent Average IntegrationRuntimeName, ContainerName PT1M Yes
Airflow Integration Runtime Cpu Usage

Airflow Integration Runtime Cpu Usage
AirflowIntegrationRuntimeCpuUsage Millicores Average IntegrationRuntimeName, ContainerName PT1M Yes
Airflow Integration Runtime Dag Bag Size

Airflow Integration Runtime Dag Bag Size
AirflowIntegrationRuntimeDagBagSize Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Dag Callback Exceptions

Airflow Integration Runtime Dag Callback Exceptions
AirflowIntegrationRuntimeDagCallbackExceptions Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime DAG File Refresh Error

Airflow Integration Runtime DAG File Refresh Error
AirflowIntegrationRuntimeDAGFileRefreshError Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime DAG Processing Import Errors

Airflow Integration Runtime DAG Processing Import Errors
AirflowIntegrationRuntimeDAGProcessingImportErrors Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime DAG Processing Last Duration

Airflow Integration Runtime DAG Processing Last Duration
AirflowIntegrationRuntimeDAGProcessingLastDuration Milliseconds Average IntegrationRuntimeName, DagFile PT1M No
Airflow Integration Runtime DAG Processing Last Run Seconds Ago

Airflow Integration Runtime DAG Processing Last Run Seconds Ago
AirflowIntegrationRuntimeDAGProcessingLastRunSecondsAgo Seconds Average IntegrationRuntimeName, DagFile PT1M No
Airflow Integration Runtime DAG ProcessingManager Stalls

Airflow Integration Runtime DAG ProcessingManager Stalls
AirflowIntegrationRuntimeDAGProcessingManagerStalls Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime DAG Processing Processes

Airflow Integration Runtime DAG Processing Processes
AirflowIntegrationRuntimeDAGProcessingProcesses Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime DAG Processing Processor Timeouts

Airflow Integration Runtime DAG Processing Processor Timeouts
AirflowIntegrationRuntimeDAGProcessingProcessorTimeouts Seconds Average IntegrationRuntimeName PT1M No
Airflow Integration Runtime DAG Processing Total Parse Time

Airflow Integration Runtime DAG Processing Total Parse Time
AirflowIntegrationRuntimeDAGProcessingTotalParseTime Seconds Average IntegrationRuntimeName PT1M No
Airflow Integration Runtime DAG Run Dependency Check

Airflow Integration Runtime DAG Run Dependency Check
AirflowIntegrationRuntimeDAGRunDependencyCheck Milliseconds Average IntegrationRuntimeName, DagId PT1M No
Airflow Integration Runtime DAG Run Duration Failed

Airflow Integration Runtime DAG Run Duration Failed
AirflowIntegrationRuntimeDAGRunDurationFailed Milliseconds Average IntegrationRuntimeName, DagId PT1M No
Airflow Integration Runtime DAG Run Duration Success

Airflow Integration Runtime DAG Run Duration Success
AirflowIntegrationRuntimeDAGRunDurationSuccess Milliseconds Average IntegrationRuntimeName, DagId PT1M No
Airflow Integration Runtime DAG Run First Task Scheduling Delay

Airflow Integration Runtime DAG Run First Task Scheduling Delay
AirflowIntegrationRuntimeDAGRunFirstTaskSchedulingDelay Milliseconds Average IntegrationRuntimeName, DagId PT1M No
Airflow Integration Runtime DAG Run Schedule Delay

Airflow Integration Runtime DAG Run Schedule Delay
AirflowIntegrationRuntimeDAGRunScheduleDelay Milliseconds Average IntegrationRuntimeName, DagId PT1M No
Airflow Integration Runtime Executor Open Slots

Airflow Integration Runtime Executor Open Slots
AirflowIntegrationRuntimeExecutorOpenSlots Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Executor Queued Tasks

Airflow Integration Runtime Executor Queued Tasks
AirflowIntegrationRuntimeExecutorQueuedTasks Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Executor Running Tasks

Airflow Integration Runtime Executor Running Tasks
AirflowIntegrationRuntimeExecutorRunningTasks Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Job End

Airflow Integration Runtime Job End
AirflowIntegrationRuntimeJobEnd Count Total (Sum) IntegrationRuntimeName, Job PT1M No
Airflow Integration Runtime Heartbeat Failure

Airflow Integration Runtime Heartbeat Failure
AirflowIntegrationRuntimeJobHeartbeatFailure Count Total (Sum) IntegrationRuntimeName, Job PT1M No
Airflow Integration Runtime Job Start

Airflow Integration Runtime Job Start
AirflowIntegrationRuntimeJobStart Count Total (Sum) IntegrationRuntimeName, Job PT1M No
Airflow Integration Runtime Memory Percentage

Airflow Integration Runtime Memory Percentage
AirflowIntegrationRuntimeMemoryPercentage Percent Average IntegrationRuntimeName, ContainerName PT1M Yes
Airflow Integration Runtime Memory Usage

Airflow Integration Runtime Memory Usage
AirflowIntegrationRuntimeMemoryUsage Bytes Average IntegrationRuntimeName, ContainerName PT1M Yes
Airflow Integration Runtime Node Count

Airflow Integration Runtime Node Count
AirflowIntegrationRuntimeNodeCount Count Average IntegrationRuntimeName, ComputeNodeSize PT1M Yes
Airflow Integration Runtime Operator Failures

Airflow Integration Runtime Operator Failures
AirflowIntegrationRuntimeOperatorFailures Count Total (Sum) IntegrationRuntimeName, Operator PT1M No
Airflow Integration Runtime Operator Successes

Airflow Integration Runtime Operator Successes
AirflowIntegrationRuntimeOperatorSuccesses Count Total (Sum) IntegrationRuntimeName, Operator PT1M No
Airflow Integration Runtime Pool Open Slots

Airflow Integration Runtime Pool Open Slots
AirflowIntegrationRuntimePoolOpenSlots Count Total (Sum) IntegrationRuntimeName, Pool PT1M No
Airflow Integration Runtime Pool Queued Slots

Airflow Integration Runtime Pool Queued Slots
AirflowIntegrationRuntimePoolQueuedSlots Count Total (Sum) IntegrationRuntimeName, Pool PT1M No
Airflow Integration Runtime Pool Running Slots

Airflow Integration Runtime Pool Running Slots
AirflowIntegrationRuntimePoolRunningSlots Count Total (Sum) IntegrationRuntimeName, Pool PT1M No
Airflow Integration Runtime Pool Starving Tasks

Airflow Integration Runtime Pool Starving Tasks
AirflowIntegrationRuntimePoolStarvingTasks Count Total (Sum) IntegrationRuntimeName, Pool PT1M No
Airflow Integration Runtime Scheduler Critical Section Busy

Airflow Integration Runtime Scheduler Critical Section Busy
AirflowIntegrationRuntimeSchedulerCriticalSectionBusy Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Scheduler Critical Section Duration

Airflow Integration Runtime Scheduler Critical Section Duration
AirflowIntegrationRuntimeSchedulerCriticalSectionDuration Milliseconds Average IntegrationRuntimeName PT1M No
Airflow Integration Runtime Scheduler Failed SLA Email Attempts

Airflow Integration Runtime Scheduler Failed SLA Email Attempts
AirflowIntegrationRuntimeSchedulerFailedSLAEmailAttempts Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Scheduler Heartbeats

Airflow Integration Runtime Scheduler Heartbeats
AirflowIntegrationRuntimeSchedulerHeartbeat Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Scheduler Orphaned Tasks Adopted

Airflow Integration Runtime Scheduler Orphaned Tasks Adopted
AirflowIntegrationRuntimeSchedulerOrphanedTasksAdopted Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Scheduler Orphaned Tasks Cleared

Airflow Integration Runtime Scheduler Orphaned Tasks Cleared
AirflowIntegrationRuntimeSchedulerOrphanedTasksCleared Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Scheduler Tasks Executable

Airflow Integration Runtime Scheduler Tasks Executable
AirflowIntegrationRuntimeSchedulerTasksExecutable Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Scheduler Tasks Killed Externally

Airflow Integration Runtime Scheduler Tasks Killed Externally
AirflowIntegrationRuntimeSchedulerTasksKilledExternally Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Scheduler Tasks Running

Airflow Integration Runtime Scheduler Tasks Running
AirflowIntegrationRuntimeSchedulerTasksRunning Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Scheduler Tasks Starving

Airflow Integration Runtime Scheduler Tasks Starving
AirflowIntegrationRuntimeSchedulerTasksStarving Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Started Task Instances

Airflow Integration Runtime Started Task Instances
AirflowIntegrationRuntimeStartedTaskInstances Count Total (Sum) IntegrationRuntimeName, DagId, TaskId PT1M No
Airflow Integration Runtime Task Instance Created Using Operator

Airflow Integration Runtime Task Instance Created Using Operator
AirflowIntegrationRuntimeTaskInstanceCreatedUsingOperator Count Total (Sum) IntegrationRuntimeName, Operator PT1M No
Airflow Integration Runtime Task Instance Duration

Airflow Integration Runtime Task Instance Duration
AirflowIntegrationRuntimeTaskInstanceDuration Milliseconds Average IntegrationRuntimeName, DagId, TaskID PT1M No
Airflow Integration Runtime Task Instance Failures

Airflow Integration Runtime Task Instance Failures
AirflowIntegrationRuntimeTaskInstanceFailures Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Task Instance Finished

Airflow Integration Runtime Task Instance Finished
AirflowIntegrationRuntimeTaskInstanceFinished Count Total (Sum) IntegrationRuntimeName, DagId, TaskId, State PT1M No
Airflow Integration Runtime Task Instance Previously Succeeded

Airflow Integration Runtime Task Instance Previously Succeeded
AirflowIntegrationRuntimeTaskInstancePreviouslySucceeded Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Task Instance Successes

Airflow Integration Runtime Task Instance Successes
AirflowIntegrationRuntimeTaskInstanceSuccesses Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Task Removed From DAG

Airflow Integration Runtime Task Removed From DAG
AirflowIntegrationRuntimeTaskRemovedFromDAG Count Total (Sum) IntegrationRuntimeName, DagId PT1M No
Airflow Integration Runtime Task Restored To DAG

Airflow Integration Runtime Task Restored To DAG
AirflowIntegrationRuntimeTaskRestoredToDAG Count Total (Sum) IntegrationRuntimeName, DagId PT1M No
Airflow Integration Runtime Triggers Blocked Main Thread

Airflow Integration Runtime Triggers Blocked Main Thread
AirflowIntegrationRuntimeTriggersBlockedMainThread Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Triggers Failed

Airflow Integration Runtime Triggers Failed
AirflowIntegrationRuntimeTriggersFailed Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Triggers Running

Airflow Integration Runtime Triggers Running
AirflowIntegrationRuntimeTriggersRunning Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Triggers Succeeded

Airflow Integration Runtime Triggers Succeeded
AirflowIntegrationRuntimeTriggersSucceeded Count Total (Sum) IntegrationRuntimeName PT1M No
Airflow Integration Runtime Zombie Tasks Killed

Airflow Integration Runtime Zombie Tasks Killed
AirflowIntegrationRuntimeZombiesKilled Count Total (Sum) IntegrationRuntimeName PT1M No
Total factory size (GB unit)

Total factory size (GB unit)
FactorySizeInGbUnits Count Maximum <none> PT1M Yes
Integration runtime available memory

Integration runtime available memory
IntegrationRuntimeAvailableMemory Bytes Average IntegrationRuntimeName, NodeName PT1M Yes
Integration runtime available node count

Integration runtime available node count
IntegrationRuntimeAvailableNodeNumber Count Average IntegrationRuntimeName PT1M Yes
Integration runtime queue duration

Integration runtime queue duration
IntegrationRuntimeAverageTaskPickupDelay Seconds Average IntegrationRuntimeName PT1M Yes
Integration runtime CPU utilization

Integration runtime CPU utilization
IntegrationRuntimeCpuPercentage Percent Average IntegrationRuntimeName, NodeName PT1M Yes
Integration runtime queue length

Integration runtime queue length
IntegrationRuntimeQueueLength Count Average IntegrationRuntimeName PT1M Yes
Maximum allowed factory size (GB unit)

Maximum allowed factory size (GB unit)
MaxAllowedFactorySizeInGbUnits Count Maximum <none> PT1M Yes
Maximum allowed entities count

Maximum allowed entities count
MaxAllowedResourceCount Count Maximum <none> PT1M Yes
Copy available capacity percentage of MVNet integration runtime

Copy available capacity percentage of MVNet integration runtime
MVNetIRCopyAvailableCapacityPCT Percent Maximum IntegrationRuntimeName PT1M Yes
Copy capacity utilization of MVNet integration runtime

Copy capacity utilization of MVNet integration runtime
MVNetIRCopyCapacityUtilization Percent Maximum IntegrationRuntimeName PT1M Yes
Copy waiting queue length of MVNet integration runtime

Copy waiting queue length of MVNet integration runtime
MVNetIRCopyWaitingQueueLength Count Average IntegrationRuntimeName PT1M Yes
External available capacity percentage of MVNet integration runtime

External available capacity percentage of MVNet integration runtime
MVNetIRExternalAvailableCapacityPCT Percent Maximum IntegrationRuntimeName PT1M Yes
External capacity utilization of MVNet integration runtime

External capacity utilization of MVNet integration runtime
MVNetIRExternalCapacityUtilization Percent Maximum IntegrationRuntimeName PT1M Yes
External waiting queue length of MVNet integration runtime

External waiting queue length of MVNet integration runtime
MVNetIRExternalWaitingQueueLength Count Average IntegrationRuntimeName PT1M Yes
Pipeline available capacity percentage of MVNet integration runtime

Pipeline available capacity percentage of MVNet integration runtime
MVNetIRPipelineAvailableCapacityPCT Percent Maximum IntegrationRuntimeName PT1M Yes
Pipeline capacity utilization of MVNet integration runtime

Pipeline capacity utilization of MVNet integration runtime
MVNetIRPipelineCapacityUtilization Percent Maximum IntegrationRuntimeName PT1M Yes
Pipeline waiting queue length of MVNet integration runtime

Pipeline waiting queue length of MVNet integration runtime
MVNetIRPipelineWaitingQueueLength Count Average IntegrationRuntimeName PT1M Yes
Cancelled pipeline runs metrics

Cancelled pipeline runs metrics
PipelineCancelledRuns Count Total (Sum) FailureType, CancelledBy, Name PT1M Yes
Elapsed Time Pipeline Runs Metrics

Elapsed Time Pipeline Runs Metrics
PipelineElapsedTimeRuns Count Total (Sum) RunId, Name PT1M Yes
Failed pipeline runs metrics

Failed pipeline runs metrics
PipelineFailedRuns Count Total (Sum) FailureType, Name PT1M Yes
Succeeded pipeline runs metrics

Succeeded pipeline runs metrics
PipelineSucceededRuns Count Total (Sum) FailureType, Name PT1M Yes
Total entities count

Total entities count
ResourceCount Count Maximum <none> PT1M Yes
Cancelled SSIS integration runtime start metrics

Cancelled SSIS integration runtime start metrics
SSISIntegrationRuntimeStartCancel Count Total (Sum) IntegrationRuntimeName PT1M Yes
Failed SSIS integration runtime start metrics

Failed SSIS integration runtime start metrics
SSISIntegrationRuntimeStartFailed Count Total (Sum) IntegrationRuntimeName PT1M Yes
Succeeded SSIS integration runtime start metrics

Succeeded SSIS integration runtime start metrics
SSISIntegrationRuntimeStartSucceeded Count Total (Sum) IntegrationRuntimeName PT1M Yes
Stuck SSIS integration runtime stop metrics

Stuck SSIS integration runtime stop metrics
SSISIntegrationRuntimeStopStuck Count Total (Sum) IntegrationRuntimeName PT1M Yes
Succeeded SSIS integration runtime stop metrics

Succeeded SSIS integration runtime stop metrics
SSISIntegrationRuntimeStopSucceeded Count Total (Sum) IntegrationRuntimeName PT1M Yes
Cancelled SSIS package execution metrics

Cancelled SSIS package execution metrics
SSISPackageExecutionCancel Count Total (Sum) IntegrationRuntimeName PT1M Yes
Failed SSIS package execution metrics

Failed SSIS package execution metrics
SSISPackageExecutionFailed Count Total (Sum) IntegrationRuntimeName PT1M Yes
Succeeded SSIS package execution metrics

Succeeded SSIS package execution metrics
SSISPackageExecutionSucceeded Count Total (Sum) IntegrationRuntimeName PT1M Yes
Cancelled trigger runs metrics

Cancelled trigger runs metrics
TriggerCancelledRuns Count Total (Sum) Name, FailureType PT1M Yes
Failed trigger runs metrics

Failed trigger runs metrics
TriggerFailedRuns Count Total (Sum) Name, FailureType PT1M Yes
Succeeded trigger runs metrics

Succeeded trigger runs metrics
TriggerSucceededRuns Count Total (Sum) Name, FailureType PT1M Yes

Note

Except for PipelineElapsedTimeRuns, only events from completed, triggered activity and pipeline runs are emitted. In-progress and debug runs aren't emitted. However, events from all SSIS package executions are emitted, including those that are completed and in progress, regardless of their invocation methods. For example, you can invoke package executions on Azure-enabled SQL Server Data Tools, via T-SQL on SQL Server Management Studio, SQL Server Agent, or other designated tools, and as triggered or debug runs of Execute SSIS Package activities in Data Factory pipelines.

Metric dimensions

For information about what metric dimensions are, see Multi-dimensional metrics.

This service has the following dimensions associated with its metrics.

Microsoft.DataFactory/datafactories

  • pipelineName
  • activityName

Microsoft.DataFactory/factories

  • ActivityType
  • PipelineName
  • FailureType
  • Name
  • IntegrationRuntimeName
  • ContainerName
  • DagFile
  • DagId
  • ComputeNodeSize
  • Job
  • Operator
  • Pool
  • TaskId
  • State
  • NodeName
  • CancelledBy
  • RunId

Resource logs

This section lists the types of resource logs you can collect for this service. The section pulls from the list of all resource logs category types supported in Azure Monitor.

Supported resource logs for Microsoft.DataFactory/factories

Category Category display name Log table Supports basic log plan Supports ingestion-time transformation Example queries Costs to export
ActivityRuns Pipeline activity runs log ADFActivityRun No Yes Queries No
AirflowDagProcessingLogs Airflow dag processing logs AirflowDagProcessingLogs

ADF Airflow dag processing logs

No Yes Yes
AirflowSchedulerLogs Airflow scheduler logs ADFAirflowSchedulerLogs

ADF Airflow scheduler logs

No Yes Yes
AirflowTaskLogs Airflow task execution logs ADFAirflowTaskLogs

ADF Airflow task logs

No Yes Yes
AirflowWebLogs Airflow web logs ADFAirflowWebLogs

ADF Airflow web logs

No Yes Yes
AirflowWorkerLogs Airflow worker logs ADFAirflowWorkerLogs

ADF Airflow worker logs

No Yes Yes
PipelineRuns Pipeline runs log ADFPipelineRun No Yes Queries No
SandboxActivityRuns Sandbox Activity runs log ADFSandboxActivityRun No Yes Yes
SandboxPipelineRuns Sandbox Pipeline runs log ADFSandboxPipelineRun No Yes Yes
SSISIntegrationRuntimeLogs SSIS integration runtime logs ADFSSISIntegrationRuntimeLogs

ADF SSIS integration runtime logs

No Yes No
SSISPackageEventMessageContext SSIS package event message context ADFSSISPackageEventMessageContext

ADF SSIS package execution event message context

No Yes No
SSISPackageEventMessages SSIS package event messages ADFSSISPackageEventMessages

ADF SSIS package execution event messages

No Yes No
SSISPackageExecutableStatistics SSIS package executable statistics ADFSSISPackageExecutableStatistics

ADF SSIS package execution executable statistics

No Yes No
SSISPackageExecutionComponentPhases SSIS package execution component phases ADFSSISPackageExecutionComponentPhases

ADF SSIS package execution component phases

No Yes No
SSISPackageExecutionDataStatistics SSIS package exeution data statistics ADFSSISPackageExecutionDataStatistics

ADF SSIS package execution data statistics

No Yes No
TriggerRuns Trigger runs log ADFTriggerRun No Yes Queries No

Azure Monitor Logs tables

This section lists the Azure Monitor Logs tables relevant to this service, which are available for query by Log Analytics using Kusto queries. The tables contain resource log data and possibly more depending on what is collected and routed to them.

Data factories

Microsoft.DataFactory/factories

Monitor and Log Analytics schemas for logs and events

This section lists the attributes that the Azure Monitor and Log Analytics schemas use for monitoring logs and events.

Log Analytics inherits the schema from Azure Monitor with the following exceptions:

  • The first letter in each column name is capitalized. For example, the column name correlationId in Monitor is CorrelationId in Log Analytics.

  • There's no Level column.

  • The dynamic properties column is preserved as the following dynamic JSON blob type.

    Azure Monitor column Log Analytics column Type
    $.properties.UserProperties UserProperties Dynamic
    $.properties.Annotations Annotations Dynamic
    $.properties.Input Input Dynamic
    $.properties.Output Output Dynamic
    $.properties.Error.errorCode ErrorCode int
    $.properties.Error.message ErrorMessage string
    $.properties.Error Error Dynamic
    $.properties.Predecessors Predecessors Dynamic
    $.properties.Parameters Parameters Dynamic
    $.properties.SystemParameters SystemParameters Dynamic
    $.properties.Tags Tags Dynamic

Activity-run log attributes

{
   "Level": "",
   "correlationId":"",
   "time":"",
   "activityRunId":"",
   "pipelineRunId":"",
   "resourceId":"",
   "category":"ActivityRuns",
   "level":"Informational",
   "operationName":"",
   "pipelineName":"",
   "activityName":"",
   "start":"",
   "end":"",
   "properties":
       {
          "Input": "{
              "source": {
                "type": "BlobSource"
              },
              "sink": {
                "type": "BlobSink"
              }
           }",
          "Output": "{"dataRead":121,"dataWritten":121,"copyDuration":5,
               "throughput":0.0236328132,"errors":[]}",
          "Error": "{
              "errorCode": "null",
              "message": "null",
              "failureType": "null",
              "target": "CopyBlobtoBlob"
        }
    }
}
Property Type Description Example
Level String The level of the diagnostic logs. For activity-run logs, set the property value to 4. 4
correlationId String The unique ID for tracking a particular request. aaaa0000-bb11-2222-33cc-444444dddddd
time String The time of the event in the timespan UTC format YYYY-MM-DDTHH:MM:SS.00000Z. 2017-06-28T21:00:27.3534352Z
activityRunId String The ID of the activity run. 3a171e1f-b36e-4b80-8a54-5625394f4354
pipelineRunId String The ID of the pipeline run. 9f6069d6-e522-4608-9f99-21807bfc3c70
resourceId String The ID associated with the data factory resource. /SUBSCRIPTIONS/<subID>/RESOURCEGROUPS/<resourceGroupName>/PROVIDERS/MICROSOFT.DATAFACTORY/FACTORIES/<dataFactoryName>
category String The category of the diagnostic logs. Set the property value to ActivityRuns. ActivityRuns
level String The level of the diagnostic logs. Set the property value to Informational. Informational
operationName String The name of the activity with its status. If the activity is the start heartbeat, the property value is MyActivity -. If the activity is the end heartbeat, the property value is MyActivity - Succeeded. MyActivity - Succeeded
pipelineName String The name of the pipeline. MyPipeline
activityName String The name of the activity. MyActivity
start String The start time of the activity runs in timespan UTC format. 2017-06-26T20:55:29.5007959Z
end String The end time of the activity runs in timespan UTC format. If the diagnostic log shows that an activity has started but not yet ended, the property value is 1601-01-01T00:00:00Z. 2017-06-26T20:55:29.5007959Z

Pipeline-run log attributes

{
   "Level": "",
   "correlationId":"",
   "time":"",
   "runId":"",
   "resourceId":"",
   "category":"PipelineRuns",
   "level":"Informational",
   "operationName":"",
   "pipelineName":"",
   "start":"",
   "end":"",
   "status":"",
   "location": "",
   "properties":
    {
      "Parameters": {
        "<parameter1Name>": "<parameter1Value>"
      },
      "SystemParameters": {
        "ExecutionStart": "",
        "TriggerId": "",
        "SubscriptionId": ""
      },
      "Predecessors": [
            {
                "Name": "",
                "Id": "",
                "InvokedByType": ""
            }
        ]
    }
}
Property Type Description Example
Level String The level of the diagnostic logs. For activity-run logs, set the property value to 4. 4
correlationId String The unique ID for tracking a particular request. aaaa0000-bb11-2222-33cc-444444dddddd
time String The time of the event in the timespan UTC format YYYY-MM-DDTHH:MM:SS.00000Z. 2017-06-28T21:00:27.3534352Z
runId String The ID of the pipeline run. 9f6069d6-e522-4608-9f99-21807bfc3c70
resourceId String The ID associated with the data factory resource. /SUBSCRIPTIONS/<subID>/RESOURCEGROUPS/<resourceGroupName>/PROVIDERS/MICROSOFT.DATAFACTORY/FACTORIES/<dataFactoryName>
category String The category of the diagnostic logs. Set the property value to PipelineRuns. PipelineRuns
level String The level of the diagnostic logs. Set the property value to Informational. Informational
operationName String The name of the pipeline along with its status. After the pipeline run is finished, the property value is Pipeline - Succeeded. MyPipeline - Succeeded.
pipelineName String The name of the pipeline. MyPipeline
start String The start time of the activity runs in timespan UTC format. 2017-06-26T20:55:29.5007959Z.
end String The end time of the activity runs in timespan UTC format. If the diagnostic log shows an activity has started but not yet ended, the property value is 1601-01-01T00:00:00Z. 2017-06-26T20:55:29.5007959Z
status String The final status of the pipeline run. Possible property values are Succeeded and Failed. Succeeded
location String The Azure region of the pipeline run. eastasia
predecessors String The calling object of the pipeline along with ID. Manual

Trigger-run log attributes

{
   "Level": "",
   "correlationId":"",
   "time":"",
   "triggerId":"",
   "resourceId":"",
   "category":"TriggerRuns",
   "level":"Informational",
   "operationName":"",
   "triggerName":"",
   "triggerType":"",
   "triggerEvent":"",
   "start":"",
   "status":"",
   "properties":
   {
      "Parameters": {
        "TriggerTime": "",
       "ScheduleTime": ""
      },
      "SystemParameters": {}
    }
}
Property Type Description Example
Level String The level of the diagnostic logs. For activity-run logs, set the property value to 4. 4
correlationId String The unique ID for tracking a particular request. aaaa0000-bb11-2222-33cc-444444dddddd
time String The time of the event in the timespan UTC format YYYY-MM-DDTHH:MM:SS.00000Z. 2017-06-28T21:00:27.3534352Z
triggerId String The ID of the trigger run. 08587023010602533858661257311
resourceId String The ID associated with the data factory resource. /SUBSCRIPTIONS/<subID>/RESOURCEGROUPS/<resourceGroupName>/PROVIDERS/MICROSOFT.DATAFACTORY/FACTORIES/<dataFactoryName>
category String The category of the diagnostic logs. Set the property value to PipelineRuns. PipelineRuns
level String The level of the diagnostic logs. Set the property value to Informational. Informational
operationName String The name of the trigger with its final status, which indicates whether the trigger successfully fired. If the heartbeat was successful, the property value is MyTrigger - Succeeded. MyTrigger - Succeeded
triggerName String The name of the trigger. MyTrigger
triggerType String The type of the trigger. Possible property values are Manual Trigger and Schedule Trigger. ScheduleTrigger
triggerEvent String The event of the trigger. ScheduleTime - 2017-07-06T01:50:25Z
start String The start time of the trigger firing in timespan UTC format. 2017-06-26T20:55:29.5007959Z
status String The final status showing whether the trigger successfully fired. Possible property values are Succeeded and Failed. Succeeded

SSIS integration runtime log attributes

Here are the log attributes of SQL Server Integration Services (SSIS) integration runtime (IR) start, stop, and maintenance operations.

{
   "time": "",
   "operationName": "",
   "category": "",
   "correlationId": "",
   "dataFactoryName": "",
   "integrationRuntimeName": "",
   "level": "",
   "resultType": "",
   "properties": {
      "message": ""
   },
   "resourceId": ""
}
Property Type Description Example
time String The time of event in UTC format: YYYY-MM-DDTHH:MM:SS.00000Z 2017-06-28T21:00:27.3534352Z
operationName String The name of your SSIS IR operation Start/Stop/Maintenance/Heartbeat
category String The category of diagnostic logs SSISIntegrationRuntimeLogs
correlationId String The unique ID for tracking a particular operation f13b159b-515f-4885-9dfa-a664e949f785Deprovision0059035558
dataFactoryName String The name of your data factory MyADFv2
integrationRuntimeName String The name of your SSIS IR MySSISIR
level String The level of diagnostic logs Informational
resultType String The result of your SSIS IR operation Started/InProgress/Succeeded/Failed/Healthy/Unhealthy
message String The output message of your SSIS IR operation The stopping of your SSIS integration runtime has succeeded.
resourceId String The unique ID of your data factory resource /SUBSCRIPTIONS/<subscriptionID>/RESOURCEGROUPS/<resourceGroupName>/PROVIDERS/MICROSOFT.DATAFACTORY/FACTORIES/<dataFactoryName>

SSIS event message context log attributes

Here are the log attributes of conditions related to event messages that are generated by SSIS package executions on your SSIS IR. They convey similar information as an SSIS catalog (SSISDB) event message context table or view that shows runtime values of many SSIS package properties. They're generated when you select Basic/Verbose logging level and useful for debugging or compliance checking.

{
   "time": "",
   "operationName": "",
   "category": "",
   "correlationId": "",
   "dataFactoryName": "",
   "integrationRuntimeName": "",
   "level": "",
   "properties": {
      "operationId": "",
      "contextDepth": "",
      "packagePath": "",
      "contextType": "",
      "contextSourceName": "",
      "contextSourceId": "",
      "propertyName": "",
      "propertyValue": ""
   },
   "resourceId": ""
}
Property Type Description Example
time String The time of event in UTC format: YYYY-MM-DDTHH:MM:SS.00000Z 2017-06-28T21:00:27.3534352Z
operationName String Set to YourSSISIRName-SSISPackageEventMessageContext mysqlmissisir-SSISPackageEventMessageContext
category String The category of diagnostic logs SSISPackageEventMessageContext
correlationId String The unique ID for tracking a particular operation bbbb1111-cc22-3333-44dd-555555eeeeee
dataFactoryName String The name of your data factory MyADFv2
integrationRuntimeName String The name of your SSIS IR MySSISIR
level String The level of diagnostic logs Informational
operationId String The unique ID for tracking a particular operation in SSISDB 1 (1 signifies operations related to packages not stored in SSISDB/invoked via T-SQL.)
contextDepth String The depth of your event message context 0 (0 signifies the context before package execution starts, 1 signifies the context when an error occurs, and it increases as the context is further from the error.)
packagePath String The path of package object as your event message context source \Package
contextType String The type of package object as your event message context source 60 (See more context types.)
contextSourceName String The name of package object as your event message context source MyPackage
contextSourceId String The unique ID of package object as your event message context source {E2CF27FB-EA48-41E9-AF6F-3FE938B4ADE1}
propertyName String The name of package property for your event message context source DelayValidation
propertyValue String The value of package property for your event message context source False
resourceId String The unique ID of your data factory resource /SUBSCRIPTIONS/<subscriptionID>/RESOURCEGROUPS/<resourceGroupName>/PROVIDERS/MICROSOFT.DATAFACTORY/FACTORIES/<dataFactoryName>

SSIS event messages log attributes

Here are the log attributes of event messages that are generated by SSIS package executions on your SSIS IR. They convey similar information as an SSISDB event messages table or view that shows the detailed text or metadata of event messages. They're generated at any logging level except None.

{
   "time": "",
   "operationName": "",
   "category": "",
   "correlationId": "",
   "dataFactoryName": "",
   "integrationRuntimeName": "",
   "level": "",
   "properties": {
      "operationId": "",
      "messageTime": "",
      "messageType": "",
      "messageSourceType": "",
      "message": "",
      "packageName": "",
      "eventName": "",
      "messageSourceName": "",
      "messageSourceId": "",
      "subcomponentName": "",
      "packagePath": "",
      "executionPath": "",
      "threadId": ""
   }
}
Property Type Description Example
time String The time of event in UTC format: YYYY-MM-DDTHH:MM:SS.00000Z 2017-06-28T21:00:27.3534352Z
operationName String Set to YourSSISIRName-SSISPackageEventMessages mysqlmissisir-SSISPackageEventMessages
category String The category of diagnostic logs SSISPackageEventMessages
correlationId String The unique ID for tracking a particular operation bbbb1111-cc22-3333-44dd-555555eeeeee
dataFactoryName String The name of your data factory MyADFv2
integrationRuntimeName String The name of your SSIS IR MySSISIR
level String The level of diagnostic logs Informational
operationId String The unique ID for tracking a particular operation in SSISDB 1 (1 signifies operations related to packages not stored in SSISDB/invoked via T-SQL.)
messageTime String The time when your event message is created in UTC format 2017-06-28T21:00:27.3534352Z
messageType String The type of your event message 70 (See more message types.)
messageSourceType String The type of your event message source 20 (See more message source types.)
message String The text of your event message MyPackage:Validation has started.
packageName String The name of your executed package file MyPackage.dtsx
eventName String The name of related run-time event OnPreValidate
messageSourceName String The name of package component as your event message source Data Flow Task
messageSourceId String The unique ID of package component as your event message source {1a45a5a4-3df9-4f02-b818-ebf583829ad2}
subcomponentName String The name of data flow component as your event message source SSIS.Pipeline
packagePath String The path of package object as your event message source \Package\Data Flow Task
executionPath String The full path from parent package to executed component \Transformation\Data Flow Task (This path also captures component iterations.)
threadId String The unique ID of thread executed when your event message is logged {1a45a5a4-3df9-4f02-b818-ebf583829ad2}

SSIS executable statistics log attributes

Here are the log attributes of executable statistics that are generated by SSIS package executions on your SSIS IR, where executables are containers or tasks in the control flow of packages. They convey similar information as an SSISDB executable statistics table or view that shows a row for each running executable, including its iterations. They're generated at any logging level except None and useful for identifying task-level bottlenecks or failures.

{
   "time": "",
   "operationName": "",
   "category": "",
   "correlationId": "",
   "dataFactoryName": "",
   "integrationRuntimeName": "",
   "level": "",
   "properties": {
      "executionId": "",
      "executionPath": "",
      "startTime": "",
      "endTime": "",
      "executionDuration": "",
      "executionResult": "",
      "executionValue": ""
   },
   "resourceId": ""
}
Property Type Description Example
time String The time of event in UTC format: YYYY-MM-DDTHH:MM:SS.00000Z 2017-06-28T21:00:27.3534352Z
operationName String Set to YourSSISIRName-SSISPackageExecutableStatistics mysqlmissisir-SSISPackageExecutableStatistics
category String The category of diagnostic logs SSISPackageExecutableStatistics
correlationId String The unique ID for tracking a particular operation bbbb1111-cc22-3333-44dd-555555eeeeee
dataFactoryName String The name of your data factory MyADFv2
integrationRuntimeName String The name of your SSIS IR MySSISIR
level String The level of diagnostic logs Informational
executionId String The unique ID for tracking a particular execution in SSISDB 1 (1 signifies executions related to packages not stored in SSISDB/invoked via T-SQL.)
executionPath String The full path from parent package to executed component \Transformation\Data Flow Task (This path also captures component iterations.)
startTime String The time when executable enters pre-execute phase in UTC format 2017-06-28T21:00:27.3534352Z
endTime String The time when executable enters post-execute phase in UTC format 2017-06-28T21:00:27.3534352Z
executionDuration String The running time of executable in milliseconds 1,125
executionResult String The result of running executable 0 (0 signifies success, 1 signifies failure, 2 signifies completion, and 3 signifies cancellation.)
executionValue String The user-defined value returned by running executable 1
resourceId String The unique ID of your data factory resource /SUBSCRIPTIONS/<subscriptionID>/RESOURCEGROUPS/<resourceGroupName>/PROVIDERS/MICROSOFT.DATAFACTORY/FACTORIES/<dataFactoryName>

SSIS execution component phases log attributes

Here are the log attributes of runtime statistics for data flow components that are generated by SSIS package executions on your SSIS IR. They convey similar information as an SSISDB execution component phases table or view that shows the time spent by data flow components in all their execution phases. They're generated when you select Performance/Verbose logging level and useful for capturing data flow execution statistics.

{
   "time": "",
   "operationName": "",
   "category": "",
   "correlationId": "",
   "dataFactoryName": "",
   "integrationRuntimeName": "",
   "level": "",
   "properties": {
      "executionId": "",
      "packageName": "",
      "taskName": "",
      "subcomponentName": "",
      "phase": "",
      "startTime": "",
      "endTime": "",
      "executionPath": ""
   },
   "resourceId": ""
}
Property Type Description Example
time String The time of event in UTC format: YYYY-MM-DDTHH:MM:SS.00000Z 2017-06-28T21:00:27.3534352Z
operationName String Set to YourSSISIRName-SSISPackageExecutionComponentPhases mysqlmissisir-SSISPackageExecutionComponentPhases
category String The category of diagnostic logs SSISPackageExecutionComponentPhases
correlationId String The unique ID for tracking a particular operation bbbb1111-cc22-3333-44dd-555555eeeeee
dataFactoryName String The name of your data factory MyADFv2
integrationRuntimeName String The name of your SSIS IR MySSISIR
level String The level of diagnostic logs Informational
executionId String The unique ID for tracking a particular execution in SSISDB 1 (1 signifies executions related to packages not stored in SSISDB/invoked via T-SQL.)
packageName String The name of your executed package file MyPackage.dtsx
taskName String The name of executed data flow task Data Flow Task
subcomponentName String The name of data flow component Derived Column
phase String The name of execution phase AcquireConnections
startTime String The time when execution phase starts in UTC format 2017-06-28T21:00:27.3534352Z
endTime String The time when execution phase ends in UTC format 2017-06-28T21:00:27.3534352Z
executionPath String The path of execution for data flow task \Transformation\Data Flow Task
resourceId String The unique ID of your data factory resource /SUBSCRIPTIONS/<subscriptionID>/RESOURCEGROUPS/<resourceGroupName>/PROVIDERS/MICROSOFT.DATAFACTORY/FACTORIES/<dataFactoryName>

SSIS execution data statistics log attributes

Here are the log attributes of data movements through each leg of data flow pipelines, from upstream to downstream components, that are generated by SSIS package executions on your SSIS IR. They convey similar information as an SSISDB execution data statistics table or view that shows row counts of data moved through data flow tasks. They're generated when you select Verbose logging level and useful for computing data flow throughput.

{
   "time": "",
   "operationName": "",
   "category": "",
   "correlationId": "",
   "dataFactoryName": "",
   "integrationRuntimeName": "",
   "level": "",
   "properties": {
      "executionId": "",
      "packageName": "",
      "taskName": "",
      "dataflowPathIdString": "",
      "dataflowPathName": "",
      "sourceComponentName": "",
      "destinationComponentName": "",
      "rowsSent": "",
      "createdTime": "",
      "executionPath": ""
   },
   "resourceId": ""
}
Property Type Description Example
time String The time of event in UTC format: YYYY-MM-DDTHH:MM:SS.00000Z 2017-06-28T21:00:27.3534352Z
operationName String Set to YourSSISIRName-SSISPackageExecutionDataStatistics mysqlmissisir-SSISPackageExecutionDataStatistics
category String The category of diagnostic logs SSISPackageExecutionDataStatistics
correlationId String The unique ID for tracking a particular operation bbbb1111-cc22-3333-44dd-555555eeeeee
dataFactoryName String The name of your data factory MyADFv2
integrationRuntimeName String The name of your SSIS IR MySSISIR
level String The level of diagnostic logs Informational
executionId String The unique ID for tracking a particular execution in SSISDB 1 (1 signifies executions related to packages not stored in SSISDB/invoked via T-SQL.)
packageName String The name of your executed package file MyPackage.dtsx
taskName String The name of executed data flow task Data Flow Task
dataflowPathIdString String The unique ID for tracking data flow path Paths[SQLDB Table3.ADO NET Source Output]
dataflowPathName String The name of data flow path ADO NET Source Output
sourceComponentName String The name of data flow component that sends data SQLDB Table3
destinationComponentName String The name of data flow component that receives data Derived Column
rowsSent String The number of rows sent by source component 500
createdTime String The time when row values are obtained in UTC format 2017-06-28T21:00:27.3534352Z
executionPath String The path of execution for data flow task \Transformation\Data Flow Task
resourceId String The unique ID of your data factory resource /SUBSCRIPTIONS/<subscriptionID>/RESOURCEGROUPS/<resourceGroupName>/PROVIDERS/MICROSOFT.DATAFACTORY/FACTORIES/<dataFactoryName>

Activity log

The linked table lists the operations that can be recorded in the activity log for this service. These operations are a subset of all the possible resource provider operations in the activity log.

For more information on the schema of activity log entries, see Activity Log schema.