Supported metrics for Microsoft.DataFactory/factories
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.
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, 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.
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 | Unit | Aggregation | Dimensions | Time Grains | DS Export |
|---|---|---|---|---|---|---|
| Cancelled activity runs metrics Cancelled activity runs metrics |
ActivityCancelledRuns |
Count | Total | ActivityType, PipelineName, FailureType, Name |
PT1M | Yes |
| Failed activity runs metrics Failed activity runs metrics |
ActivityFailedRuns |
Count | Total | ActivityType, PipelineName, FailureType, Name |
PT1M | Yes |
| Succeeded activity runs metrics Succeeded activity runs metrics |
ActivitySucceededRuns |
Count | Total | ActivityType, PipelineName, FailureType, Name |
PT1M | Yes |
| Airflow Integration Runtime Celery Task Timeout Error Airflow Integration Runtime Celery Task Timeout Error |
AirflowIntegrationRuntimeCeleryTaskTimeoutError |
Count | Total | 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 | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Dag Callback Exceptions Airflow Integration Runtime Dag Callback Exceptions |
AirflowIntegrationRuntimeDagCallbackExceptions |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG File Refresh Error Airflow Integration Runtime DAG File Refresh Error |
AirflowIntegrationRuntimeDAGFileRefreshError |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG Processing Import Errors Airflow Integration Runtime DAG Processing Import Errors |
AirflowIntegrationRuntimeDAGProcessingImportErrors |
Count | Total | 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 | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime DAG Processing Processes Airflow Integration Runtime DAG Processing Processes |
AirflowIntegrationRuntimeDAGProcessingProcesses |
Count | Total | 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 | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Executor Queued Tasks Airflow Integration Runtime Executor Queued Tasks |
AirflowIntegrationRuntimeExecutorQueuedTasks |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Executor Running Tasks Airflow Integration Runtime Executor Running Tasks |
AirflowIntegrationRuntimeExecutorRunningTasks |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Job End Airflow Integration Runtime Job End |
AirflowIntegrationRuntimeJobEnd |
Count | Total | IntegrationRuntimeName, Job |
PT1M | No |
| Airflow Integration Runtime Heartbeat Failure Airflow Integration Runtime Heartbeat Failure |
AirflowIntegrationRuntimeJobHeartbeatFailure |
Count | Total | IntegrationRuntimeName, Job |
PT1M | No |
| Airflow Integration Runtime Job Start Airflow Integration Runtime Job Start |
AirflowIntegrationRuntimeJobStart |
Count | Total | 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 | IntegrationRuntimeName, Operator |
PT1M | No |
| Airflow Integration Runtime Operator Successes Airflow Integration Runtime Operator Successes |
AirflowIntegrationRuntimeOperatorSuccesses |
Count | Total | IntegrationRuntimeName, Operator |
PT1M | No |
| Airflow Integration Runtime Pool Open Slots Airflow Integration Runtime Pool Open Slots |
AirflowIntegrationRuntimePoolOpenSlots |
Count | Total | IntegrationRuntimeName, Pool |
PT1M | No |
| Airflow Integration Runtime Pool Queued Slots Airflow Integration Runtime Pool Queued Slots |
AirflowIntegrationRuntimePoolQueuedSlots |
Count | Total | IntegrationRuntimeName, Pool |
PT1M | No |
| Airflow Integration Runtime Pool Running Slots Airflow Integration Runtime Pool Running Slots |
AirflowIntegrationRuntimePoolRunningSlots |
Count | Total | IntegrationRuntimeName, Pool |
PT1M | No |
| Airflow Integration Runtime Pool Starving Tasks Airflow Integration Runtime Pool Starving Tasks |
AirflowIntegrationRuntimePoolStarvingTasks |
Count | Total | IntegrationRuntimeName, Pool |
PT1M | No |
| Airflow Integration Runtime Scheduler Critical Section Busy Airflow Integration Runtime Scheduler Critical Section Busy |
AirflowIntegrationRuntimeSchedulerCriticalSectionBusy |
Count | Total | 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 | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Heartbeats Airflow Integration Runtime Scheduler Heartbeats |
AirflowIntegrationRuntimeSchedulerHeartbeat |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Orphaned Tasks Adopted Airflow Integration Runtime Scheduler Orphaned Tasks Adopted |
AirflowIntegrationRuntimeSchedulerOrphanedTasksAdopted |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Orphaned Tasks Cleared Airflow Integration Runtime Scheduler Orphaned Tasks Cleared |
AirflowIntegrationRuntimeSchedulerOrphanedTasksCleared |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Tasks Executable Airflow Integration Runtime Scheduler Tasks Executable |
AirflowIntegrationRuntimeSchedulerTasksExecutable |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Tasks Killed Externally Airflow Integration Runtime Scheduler Tasks Killed Externally |
AirflowIntegrationRuntimeSchedulerTasksKilledExternally |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Tasks Running Airflow Integration Runtime Scheduler Tasks Running |
AirflowIntegrationRuntimeSchedulerTasksRunning |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Scheduler Tasks Starving Airflow Integration Runtime Scheduler Tasks Starving |
AirflowIntegrationRuntimeSchedulerTasksStarving |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Started Task Instances Airflow Integration Runtime Started Task Instances |
AirflowIntegrationRuntimeStartedTaskInstances |
Count | Total | IntegrationRuntimeName, DagId, TaskId |
PT1M | No |
| Airflow Integration Runtime Task Instance Created Using Operator Airflow Integration Runtime Task Instance Created Using Operator |
AirflowIntegrationRuntimeTaskInstanceCreatedUsingOperator |
Count | Total | 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 | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Task Instance Finished Airflow Integration Runtime Task Instance Finished |
AirflowIntegrationRuntimeTaskInstanceFinished |
Count | Total | IntegrationRuntimeName, DagId, TaskId, State |
PT1M | No |
| Airflow Integration Runtime Task Instance Previously Succeeded Airflow Integration Runtime Task Instance Previously Succeeded |
AirflowIntegrationRuntimeTaskInstancePreviouslySucceeded |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Task Instance Successes Airflow Integration Runtime Task Instance Successes |
AirflowIntegrationRuntimeTaskInstanceSuccesses |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Task Removed From DAG Airflow Integration Runtime Task Removed From DAG |
AirflowIntegrationRuntimeTaskRemovedFromDAG |
Count | Total | IntegrationRuntimeName, DagId |
PT1M | No |
| Airflow Integration Runtime Task Restored To DAG Airflow Integration Runtime Task Restored To DAG |
AirflowIntegrationRuntimeTaskRestoredToDAG |
Count | Total | IntegrationRuntimeName, DagId |
PT1M | No |
| Airflow Integration Runtime Triggers Blocked Main Thread Airflow Integration Runtime Triggers Blocked Main Thread |
AirflowIntegrationRuntimeTriggersBlockedMainThread |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Triggers Failed Airflow Integration Runtime Triggers Failed |
AirflowIntegrationRuntimeTriggersFailed |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Triggers Running Airflow Integration Runtime Triggers Running |
AirflowIntegrationRuntimeTriggersRunning |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Triggers Succeeded Airflow Integration Runtime Triggers Succeeded |
AirflowIntegrationRuntimeTriggersSucceeded |
Count | Total | IntegrationRuntimeName |
PT1M | No |
| Airflow Integration Runtime Zombie Tasks Killed Airflow Integration Runtime Zombie Tasks Killed |
AirflowIntegrationRuntimeZombiesKilled |
Count | Total | 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 | FailureType, CancelledBy, Name |
PT1M | Yes |
| Elapsed Time Pipeline Runs Metrics Elapsed Time Pipeline Runs Metrics |
PipelineElapsedTimeRuns |
Count | Total | RunId, Name |
PT1M | Yes |
| Failed pipeline runs metrics Failed pipeline runs metrics |
PipelineFailedRuns |
Count | Total | FailureType, Name |
PT1M | Yes |
| Succeeded pipeline runs metrics Succeeded pipeline runs metrics |
PipelineSucceededRuns |
Count | Total | 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 | IntegrationRuntimeName |
PT1M | Yes |
| Failed SSIS integration runtime start metrics Failed SSIS integration runtime start metrics |
SSISIntegrationRuntimeStartFailed |
Count | Total | IntegrationRuntimeName |
PT1M | Yes |
| Succeeded SSIS integration runtime start metrics Succeeded SSIS integration runtime start metrics |
SSISIntegrationRuntimeStartSucceeded |
Count | Total | IntegrationRuntimeName |
PT1M | Yes |
| Stuck SSIS integration runtime stop metrics Stuck SSIS integration runtime stop metrics |
SSISIntegrationRuntimeStopStuck |
Count | Total | IntegrationRuntimeName |
PT1M | Yes |
| Succeeded SSIS integration runtime stop metrics Succeeded SSIS integration runtime stop metrics |
SSISIntegrationRuntimeStopSucceeded |
Count | Total | IntegrationRuntimeName |
PT1M | Yes |
| Cancelled SSIS package execution metrics Cancelled SSIS package execution metrics |
SSISPackageExecutionCancel |
Count | Total | IntegrationRuntimeName |
PT1M | Yes |
| Failed SSIS package execution metrics Failed SSIS package execution metrics |
SSISPackageExecutionFailed |
Count | Total | IntegrationRuntimeName |
PT1M | Yes |
| Succeeded SSIS package execution metrics Succeeded SSIS package execution metrics |
SSISPackageExecutionSucceeded |
Count | Total | IntegrationRuntimeName |
PT1M | Yes |
| Cancelled trigger runs metrics Cancelled trigger runs metrics |
TriggerCancelledRuns |
Count | Total | Name, FailureType |
PT1M | Yes |
| Failed trigger runs metrics Failed trigger runs metrics |
TriggerFailedRuns |
Count | Total | Name, FailureType |
PT1M | Yes |
| Succeeded trigger runs metrics Succeeded trigger runs metrics |
TriggerSucceededRuns |
Count | Total | Name, FailureType |
PT1M | Yes |
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