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The following table lists the metrics available for the Microsoft.DataFactory/factories resource type.
Table headings
- Metric - The metric display name as it appears in the Azure portal.
- Name in Rest API - Metric name as referred to in the REST API.
- Advanced platform metrics - A premium, paid tier of platform metrics in Azure Monitor that provide more granular observability for Azure resources.
- Unit - Unit of measure.
- Aggregation - The default aggregation type. Valid values: Average, Minimum, Maximum, Total, Count.
- Dimensions - Dimensions available for the metric.
- Time Grains - Intervals at which the metric is sampled. For example,
PT1Mindicates that the metric is sampled every minute,PT30Mevery 30 minutes,PT1Hevery hour, and so on. - DS Export -S Whether the metric is exportable to Azure Monitor Logs via Diagnostic Settings.
For information on exporting metrics, see - Metrics export using data collection rules and Create diagnostic settings in Azure Monitor.
For information on metric retention, see Azure Monitor Metrics overview.
For a list of supported logs, see Supported log categories - Microsoft.DataFactory/factories
| Metric | Name in REST API | Advanced platform metrics | Unit | Aggregation | Dimensions | Time Grains | DS Export |
|---|---|---|---|---|---|---|---|
| Cancelled activity runs metrics Cancelled activity runs metrics |
ActivityCancelledRuns |
No | Count | Total (Sum) | ActivityType, PipelineName, FailureType, Name |
PT1M | Yes |
| Failed activity runs metrics Failed activity runs metrics |
ActivityFailedRuns |
No | Count | Total (Sum) | ActivityType, PipelineName, FailureType, Name |
PT1M | Yes |
| Succeeded activity runs metrics Succeeded activity runs metrics |
ActivitySucceededRuns |
No | Count | Total (Sum) | ActivityType, PipelineName, FailureType, Name |
PT1M | Yes |
| Airflow Integration Runtime Celery Task Timeout Error Airflow Integration Runtime Celery Task Timeout Error |
AirflowIntegrationRuntimeCeleryTaskTimeoutError |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Collect DB Dags Airflow Integration Runtime Collect DB Dags |
AirflowIntegrationRuntimeCollectDBDags |
No | Milliseconds | Average | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Cpu Percentage Airflow Integration Runtime Cpu Percentage |
AirflowIntegrationRuntimeCpuPercentage |
No | Percent | Average | IntegrationRuntimeName, ContainerName |
PT1M | Yes |
| Airflow Integration Runtime Cpu Usage Airflow Integration Runtime Cpu Usage |
AirflowIntegrationRuntimeCpuUsage |
No | Millicores | Average | IntegrationRuntimeName, ContainerName |
PT1M | Yes |
| Airflow Integration Runtime Dag Bag Size Airflow Integration Runtime Dag Bag Size |
AirflowIntegrationRuntimeDagBagSize |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Dag Callback Exceptions Airflow Integration Runtime Dag Callback Exceptions |
AirflowIntegrationRuntimeDagCallbackExceptions |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG File Refresh Error Airflow Integration Runtime DAG File Refresh Error |
AirflowIntegrationRuntimeDAGFileRefreshError |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG Processing Import Errors Airflow Integration Runtime DAG Processing Import Errors |
AirflowIntegrationRuntimeDAGProcessingImportErrors |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG Processing Last Duration Airflow Integration Runtime DAG Processing Last Duration |
AirflowIntegrationRuntimeDAGProcessingLastDuration |
No | 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 |
No | Seconds | Average | IntegrationRuntimeName, DagFile |
PT1M | No |
| Airflow Integration Runtime DAG ProcessingManager Stalls Airflow Integration Runtime DAG ProcessingManager Stalls |
AirflowIntegrationRuntimeDAGProcessingManagerStalls |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG Processing Processes Airflow Integration Runtime DAG Processing Processes |
AirflowIntegrationRuntimeDAGProcessingProcesses |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG Processing Processor Timeouts Airflow Integration Runtime DAG Processing Processor Timeouts |
AirflowIntegrationRuntimeDAGProcessingProcessorTimeouts |
No | Seconds | Average | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG Processing Total Parse Time Airflow Integration Runtime DAG Processing Total Parse Time |
AirflowIntegrationRuntimeDAGProcessingTotalParseTime |
No | Seconds | Average | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG Run Dependency Check Airflow Integration Runtime DAG Run Dependency Check |
AirflowIntegrationRuntimeDAGRunDependencyCheck |
No | Milliseconds | Average | IntegrationRuntimeName, DagId |
PT1M | No |
| Airflow Integration Runtime DAG Run Duration Failed Airflow Integration Runtime DAG Run Duration Failed |
AirflowIntegrationRuntimeDAGRunDurationFailed |
No | Milliseconds | Average | IntegrationRuntimeName, DagId |
PT1M | No |
| Airflow Integration Runtime DAG Run Duration Success Airflow Integration Runtime DAG Run Duration Success |
AirflowIntegrationRuntimeDAGRunDurationSuccess |
No | 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 |
No | Milliseconds | Average | IntegrationRuntimeName, DagId |
PT1M | No |
| Airflow Integration Runtime DAG Run Schedule Delay Airflow Integration Runtime DAG Run Schedule Delay |
AirflowIntegrationRuntimeDAGRunScheduleDelay |
No | Milliseconds | Average | IntegrationRuntimeName, DagId |
PT1M | No |
| Airflow Integration Runtime Executor Open Slots Airflow Integration Runtime Executor Open Slots |
AirflowIntegrationRuntimeExecutorOpenSlots |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Executor Queued Tasks Airflow Integration Runtime Executor Queued Tasks |
AirflowIntegrationRuntimeExecutorQueuedTasks |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Executor Running Tasks Airflow Integration Runtime Executor Running Tasks |
AirflowIntegrationRuntimeExecutorRunningTasks |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Job End Airflow Integration Runtime Job End |
AirflowIntegrationRuntimeJobEnd |
No | Count | Total (Sum) | IntegrationRuntimeName, Job |
PT1M | No |
| Airflow Integration Runtime Heartbeat Failure Airflow Integration Runtime Heartbeat Failure |
AirflowIntegrationRuntimeJobHeartbeatFailure |
No | Count | Total (Sum) | IntegrationRuntimeName, Job |
PT1M | No |
| Airflow Integration Runtime Job Start Airflow Integration Runtime Job Start |
AirflowIntegrationRuntimeJobStart |
No | Count | Total (Sum) | IntegrationRuntimeName, Job |
PT1M | No |
| Airflow Integration Runtime Memory Percentage Airflow Integration Runtime Memory Percentage |
AirflowIntegrationRuntimeMemoryPercentage |
No | Percent | Average | IntegrationRuntimeName, ContainerName |
PT1M | Yes |
| Airflow Integration Runtime Memory Usage Airflow Integration Runtime Memory Usage |
AirflowIntegrationRuntimeMemoryUsage |
No | Bytes | Average | IntegrationRuntimeName, ContainerName |
PT1M | Yes |
| Airflow Integration Runtime Node Count Airflow Integration Runtime Node Count |
AirflowIntegrationRuntimeNodeCount |
No | Count | Average | IntegrationRuntimeName, ComputeNodeSize |
PT1M | Yes |
| Airflow Integration Runtime Operator Failures Airflow Integration Runtime Operator Failures |
AirflowIntegrationRuntimeOperatorFailures |
No | Count | Total (Sum) | IntegrationRuntimeName, Operator |
PT1M | No |
| Airflow Integration Runtime Operator Successes Airflow Integration Runtime Operator Successes |
AirflowIntegrationRuntimeOperatorSuccesses |
No | Count | Total (Sum) | IntegrationRuntimeName, Operator |
PT1M | No |
| Airflow Integration Runtime Pool Open Slots Airflow Integration Runtime Pool Open Slots |
AirflowIntegrationRuntimePoolOpenSlots |
No | Count | Total (Sum) | IntegrationRuntimeName, Pool |
PT1M | No |
| Airflow Integration Runtime Pool Queued Slots Airflow Integration Runtime Pool Queued Slots |
AirflowIntegrationRuntimePoolQueuedSlots |
No | Count | Total (Sum) | IntegrationRuntimeName, Pool |
PT1M | No |
| Airflow Integration Runtime Pool Running Slots Airflow Integration Runtime Pool Running Slots |
AirflowIntegrationRuntimePoolRunningSlots |
No | Count | Total (Sum) | IntegrationRuntimeName, Pool |
PT1M | No |
| Airflow Integration Runtime Pool Starving Tasks Airflow Integration Runtime Pool Starving Tasks |
AirflowIntegrationRuntimePoolStarvingTasks |
No | Count | Total (Sum) | IntegrationRuntimeName, Pool |
PT1M | No |
| Airflow Integration Runtime Scheduler Critical Section Busy Airflow Integration Runtime Scheduler Critical Section Busy |
AirflowIntegrationRuntimeSchedulerCriticalSectionBusy |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Critical Section Duration Airflow Integration Runtime Scheduler Critical Section Duration |
AirflowIntegrationRuntimeSchedulerCriticalSectionDuration |
No | Milliseconds | Average | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Failed SLA Email Attempts Airflow Integration Runtime Scheduler Failed SLA Email Attempts |
AirflowIntegrationRuntimeSchedulerFailedSLAEmailAttempts |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Heartbeats Airflow Integration Runtime Scheduler Heartbeats |
AirflowIntegrationRuntimeSchedulerHeartbeat |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Orphaned Tasks Adopted Airflow Integration Runtime Scheduler Orphaned Tasks Adopted |
AirflowIntegrationRuntimeSchedulerOrphanedTasksAdopted |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Orphaned Tasks Cleared Airflow Integration Runtime Scheduler Orphaned Tasks Cleared |
AirflowIntegrationRuntimeSchedulerOrphanedTasksCleared |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Tasks Executable Airflow Integration Runtime Scheduler Tasks Executable |
AirflowIntegrationRuntimeSchedulerTasksExecutable |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Tasks Killed Externally Airflow Integration Runtime Scheduler Tasks Killed Externally |
AirflowIntegrationRuntimeSchedulerTasksKilledExternally |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Tasks Running Airflow Integration Runtime Scheduler Tasks Running |
AirflowIntegrationRuntimeSchedulerTasksRunning |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Tasks Starving Airflow Integration Runtime Scheduler Tasks Starving |
AirflowIntegrationRuntimeSchedulerTasksStarving |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Started Task Instances Airflow Integration Runtime Started Task Instances |
AirflowIntegrationRuntimeStartedTaskInstances |
No | 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 |
No | Count | Total (Sum) | IntegrationRuntimeName, Operator |
PT1M | No |
| Airflow Integration Runtime Task Instance Duration Airflow Integration Runtime Task Instance Duration |
AirflowIntegrationRuntimeTaskInstanceDuration |
No | Milliseconds | Average | IntegrationRuntimeName, DagId, TaskID |
PT1M | No |
| Airflow Integration Runtime Task Instance Failures Airflow Integration Runtime Task Instance Failures |
AirflowIntegrationRuntimeTaskInstanceFailures |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Task Instance Finished Airflow Integration Runtime Task Instance Finished |
AirflowIntegrationRuntimeTaskInstanceFinished |
No | Count | Total (Sum) | IntegrationRuntimeName, DagId, TaskId, State |
PT1M | No |
| Airflow Integration Runtime Task Instance Previously Succeeded Airflow Integration Runtime Task Instance Previously Succeeded |
AirflowIntegrationRuntimeTaskInstancePreviouslySucceeded |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Task Instance Successes Airflow Integration Runtime Task Instance Successes |
AirflowIntegrationRuntimeTaskInstanceSuccesses |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Task Removed From DAG Airflow Integration Runtime Task Removed From DAG |
AirflowIntegrationRuntimeTaskRemovedFromDAG |
No | Count | Total (Sum) | IntegrationRuntimeName, DagId |
PT1M | No |
| Airflow Integration Runtime Task Restored To DAG Airflow Integration Runtime Task Restored To DAG |
AirflowIntegrationRuntimeTaskRestoredToDAG |
No | Count | Total (Sum) | IntegrationRuntimeName, DagId |
PT1M | No |
| Airflow Integration Runtime Triggers Blocked Main Thread Airflow Integration Runtime Triggers Blocked Main Thread |
AirflowIntegrationRuntimeTriggersBlockedMainThread |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Triggers Failed Airflow Integration Runtime Triggers Failed |
AirflowIntegrationRuntimeTriggersFailed |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Triggers Running Airflow Integration Runtime Triggers Running |
AirflowIntegrationRuntimeTriggersRunning |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Triggers Succeeded Airflow Integration Runtime Triggers Succeeded |
AirflowIntegrationRuntimeTriggersSucceeded |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Zombie Tasks Killed Airflow Integration Runtime Zombie Tasks Killed |
AirflowIntegrationRuntimeZombiesKilled |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | No |
| Total factory size (GB unit) Total factory size (GB unit) |
FactorySizeInGbUnits |
No | Count | Maximum | <none> | PT1M | Yes |
| Integration runtime available memory Integration runtime available memory |
IntegrationRuntimeAvailableMemory |
No | Bytes | Average | IntegrationRuntimeName, NodeName |
PT1M | Yes |
| Integration runtime available node count Integration runtime available node count |
IntegrationRuntimeAvailableNodeNumber |
No | Count | Average | IntegrationRuntimeName |
PT1M | Yes |
| Integration runtime queue duration Integration runtime queue duration |
IntegrationRuntimeAverageTaskPickupDelay |
No | Seconds | Average | IntegrationRuntimeName |
PT1M | Yes |
| Integration runtime CPU utilization Integration runtime CPU utilization |
IntegrationRuntimeCpuPercentage |
No | Percent | Average | IntegrationRuntimeName, NodeName |
PT1M | Yes |
| Integration runtime queue length Integration runtime queue length |
IntegrationRuntimeQueueLength |
No | Count | Average | IntegrationRuntimeName |
PT1M | Yes |
| Maximum allowed factory size (GB unit) Maximum allowed factory size (GB unit) |
MaxAllowedFactorySizeInGbUnits |
No | Count | Maximum | <none> | PT1M | Yes |
| Maximum allowed entities count Maximum allowed entities count |
MaxAllowedResourceCount |
No | Count | Maximum | <none> | PT1M | Yes |
| Copy available capacity percentage of MVNet integration runtime Copy available capacity percentage of MVNet integration runtime |
MVNetIRCopyAvailableCapacityPCT |
No | Percent | Maximum | IntegrationRuntimeName |
PT1M | Yes |
| Copy capacity utilization of MVNet integration runtime Copy capacity utilization of MVNet integration runtime |
MVNetIRCopyCapacityUtilization |
No | Percent | Maximum | IntegrationRuntimeName |
PT1M | Yes |
| Copy waiting queue length of MVNet integration runtime Copy waiting queue length of MVNet integration runtime |
MVNetIRCopyWaitingQueueLength |
No | Count | Average | IntegrationRuntimeName |
PT1M | Yes |
| External available capacity percentage of MVNet integration runtime External available capacity percentage of MVNet integration runtime |
MVNetIRExternalAvailableCapacityPCT |
No | Percent | Maximum | IntegrationRuntimeName |
PT1M | Yes |
| External capacity utilization of MVNet integration runtime External capacity utilization of MVNet integration runtime |
MVNetIRExternalCapacityUtilization |
No | Percent | Maximum | IntegrationRuntimeName |
PT1M | Yes |
| External waiting queue length of MVNet integration runtime External waiting queue length of MVNet integration runtime |
MVNetIRExternalWaitingQueueLength |
No | Count | Average | IntegrationRuntimeName |
PT1M | Yes |
| Pipeline available capacity percentage of MVNet integration runtime Pipeline available capacity percentage of MVNet integration runtime |
MVNetIRPipelineAvailableCapacityPCT |
No | Percent | Maximum | IntegrationRuntimeName |
PT1M | Yes |
| Pipeline capacity utilization of MVNet integration runtime Pipeline capacity utilization of MVNet integration runtime |
MVNetIRPipelineCapacityUtilization |
No | Percent | Maximum | IntegrationRuntimeName |
PT1M | Yes |
| Pipeline waiting queue length of MVNet integration runtime Pipeline waiting queue length of MVNet integration runtime |
MVNetIRPipelineWaitingQueueLength |
No | Count | Average | IntegrationRuntimeName |
PT1M | Yes |
| Cancelled pipeline runs metrics Cancelled pipeline runs metrics |
PipelineCancelledRuns |
No | Count | Total (Sum) | FailureType, CancelledBy, Name |
PT1M | Yes |
| Elapsed Time Pipeline Runs Metrics Elapsed Time Pipeline Runs Metrics |
PipelineElapsedTimeRuns |
No | Count | Total (Sum) | RunId, Name |
PT1M | Yes |
| Failed pipeline runs metrics Failed pipeline runs metrics |
PipelineFailedRuns |
No | Count | Total (Sum) | FailureType, Name |
PT1M | Yes |
| Succeeded pipeline runs metrics Succeeded pipeline runs metrics |
PipelineSucceededRuns |
No | Count | Total (Sum) | FailureType, Name |
PT1M | Yes |
| Total entities count Total entities count |
ResourceCount |
No | Count | Maximum | <none> | PT1M | Yes |
| Cancelled SSIS integration runtime start metrics Cancelled SSIS integration runtime start metrics |
SSISIntegrationRuntimeStartCancel |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | Yes |
| Failed SSIS integration runtime start metrics Failed SSIS integration runtime start metrics |
SSISIntegrationRuntimeStartFailed |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | Yes |
| Succeeded SSIS integration runtime start metrics Succeeded SSIS integration runtime start metrics |
SSISIntegrationRuntimeStartSucceeded |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | Yes |
| Stuck SSIS integration runtime stop metrics Stuck SSIS integration runtime stop metrics |
SSISIntegrationRuntimeStopStuck |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | Yes |
| Succeeded SSIS integration runtime stop metrics Succeeded SSIS integration runtime stop metrics |
SSISIntegrationRuntimeStopSucceeded |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | Yes |
| Cancelled SSIS package execution metrics Cancelled SSIS package execution metrics |
SSISPackageExecutionCancel |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | Yes |
| Failed SSIS package execution metrics Failed SSIS package execution metrics |
SSISPackageExecutionFailed |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | Yes |
| Succeeded SSIS package execution metrics Succeeded SSIS package execution metrics |
SSISPackageExecutionSucceeded |
No | Count | Total (Sum) | IntegrationRuntimeName |
PT1M | Yes |
| Cancelled trigger runs metrics Cancelled trigger runs metrics |
TriggerCancelledRuns |
No | Count | Total (Sum) | Name, FailureType |
PT1M | Yes |
| Failed trigger runs metrics Failed trigger runs metrics |
TriggerFailedRuns |
No | Count | Total (Sum) | Name, FailureType |
PT1M | Yes |
| Succeeded trigger runs metrics Succeeded trigger runs metrics |
TriggerSucceededRuns |
No | Count | Total (Sum) | Name, FailureType |
PT1M | Yes |