Azure Data Factory (V1, V2)

Dynatrace ingests metrics from Azure Metrics API for Azure Data Factory (V1, V2). You can view metrics for each service instance, split metrics into multiple dimensions, and create custom charts that you can pin to your dashboards.

Prerequisites

  • Dynatrace version 1.199+
  • Environment ActiveGate version 1.195+

Enable monitoring

To enable monitoring for Azure Data Factory (V1, V2), you first need to set up integration with Azure Monitor.

Add the service to monitoring

In order to view the service metrics, you must add the service to monitoring in your Dynatrace environment.

Configure service metrics

Once you add a service, Dynatrace starts automatically collecting a suite of metrics for this particular service. These are recommended metrics.

Recommended metrics:

  • Are enabled by default
  • Can't be disabled
  • Can have recommended dimensions (enabled by default, can't be disabled)
  • Can have optional dimensions (disabled by default, can be enabled).

Apart from the recommended metrics, most services have the possibility of enabling optional metrics.

Optional metrics:

  • Can be added and configured manually

View service metrics

Once you add the service to monitoring, you can view the service metrics in your Dynatrace environment either on your dashboard page or on the custom device overview page.

Import preset dashboards

Dynatrace provides preset Azure dashboards that you can import from GitHub to your environment's dashboard page. Once you download a preset dashboard locally, there are two ways to import it.

data-factory1-dash data-factory2-dash

Available metrics

Azure Data Factory V1

Name Description Dimensions Unit Recommended
FailedRuns The total number of runs that failed within a minute window pipelineName, activityName Count ✔️
SuccessfulRuns The total number of runs that succeeded within a minute window pipelineName, activityName Count ✔️

Azure Data Factory V2

Name Description Dimensions Unit Recommended
ActivityCancelledRuns The total number of activity runs that were cancelled within a minute window ActivityType, PipelineName, FailureType, Name Count
ActivityFailedRuns The total number of activity runs that failed within a minute window ActivityType, PipelineName, FailureType, Name Count ✔️
ActivitySucceededRuns The total number of activity runs that succeeded within a minute window ActivityType, PipelineName, FailureType, Name Count ✔️
FactorySizeInGbUnits Total factory size (GB unit) GigaByte
IntegrationRuntimeAvailableMemory Integration runtime available memory IntegrationRuntimeName, NodeName Byte ✔️
IntegrationRuntimeAvailableNodeNumber Integration runtime available node count IntegrationRuntimeName Count
IntegrationRuntimeAverageTaskPickupDelay Integration runtime queue duration IntegrationRuntimeName Second
IntegrationRuntimeCpuPercentage Integration runtime CPU utilization IntegrationRuntimeName, NodeName Percent ✔️
IntegrationRuntimeQueueLength Integration runtime queue length IntegrationRuntimeName Count
MaxAllowedFactorySizeInGbUnits Maximum allowed factory size (GB unit) GigaByte
MaxAllowedResourceCount Maximum allowed entities count Count
PipelineCancelledRuns Cancelled pipeline runs metrics FailureType, Name Count
PipelineFailedRuns Failed pipeline runs metrics FailureType, Name Count ✔️
PipelineSucceededRuns Succeeded pipeline runs metrics FailureType, Name Count ✔️
ResourceCount Total entities count Count
SSISIntegrationRuntimeStartCancel The total number of SSIS IR starts that were cancelled within a minute window IntegrationRuntimeName Count
SSISIntegrationRuntimeStartFailed The total number of SSIS IR starts that failed within a minute window IntegrationRuntimeName Count
SSISIntegrationRuntimeStartSucceeded The total number of SSIS IR starts that succeeded within a minute window IntegrationRuntimeName Count
SSISIntegrationRuntimeStopStuck The total number of SSIS IR stops that were stuck within a minute window IntegrationRuntimeName Count
SSISIntegrationRuntimeStopSucceeded The total number of SSIS IR stops that succeeded within a minute window IntegrationRuntimeName Count
SSISPackageExecutionCancel The total number of SSIS package executions that were cancelled within a minute window IntegrationRuntimeName Count
SSISPackageExecutionFailed The total number of SSIS package executions that failed within a minute window IntegrationRuntimeName Count
SSISPackageExecutionSucceeded The total number of SSIS package executions that succeeded within a minute window IntegrationRuntimeName Count
TriggerCancelledRuns The total number of trigger runs that were cancelled within a minute window Name, FailureType Count
TriggerFailedRuns The total number of trigger runs that failed within a minute window Name, FailureType Count ✔️
TriggerSucceededRuns The total number of trigger runs that succeeded within a minute window Name, FailureType Count ✔️