--- title: Azure Data Factory description: Track key Azure Data Factory metrics. breadcrumbs: Docs > Integrations > Azure Data Factory --- > For the complete documentation index, see [llms.txt](https://docs.datadoghq.com/llms.txt). # Azure Data Factory {% callout %} # Important note for users on the following Datadog sites: us2.ddog-gov.com {% alert level="info" %} To find out if this integration is available in your organization, see your [Datadog Integrations](https://app.datadoghq.com/integrations) page or ask your organization administrator. To initiate an exception request to enable this integration for your organization, email [support@ddog-gov.com](mailto:support@ddog-gov.com). {% /alert %} {% /callout %} ## Overview{% #overview %} Azure Data Factory is a cloud data integration service, to compose data storage, movement, and processing services into automated data pipelines. Use the Datadog Azure integration to collect metrics from Data Factory. ## Setup{% #setup %} ### Installation{% #installation %} If you haven't already, set up the [Microsoft Azure integration](https://docs.datadoghq.com/integrations/azure.md). No additional installation steps are required. ## Data Collected{% #data-collected %} ### Metrics{% #metrics %} | | | | | **azure.datafactory_factories.activity_cancelled_runs**(count) | Cancelled activity runs metrics. | | **azure.datafactory_factories.activity_failed_runs**(count) | Failed activity runs metrics. | | **azure.datafactory_factories.activity_succeeded_runs**(count) | Succeeded activity runs metrics. | | **azure.datafactory_factories.airflow_integration_runtime_celery_task_timeout_error**(count) | Airflow integration runtime celery task timeout error. | | **azure.datafactory_factories.airflow_integration_runtime_collect_db_dags**(gauge) | Airflow integration runtime collect DB dags.*Shown as millisecond* | | **azure.datafactory_factories.airflow_integration_runtime_cpu_percentage**(gauge) | Airflow integration runtime cpu percentage.*Shown as percent* | | **azure.datafactory_factories.airflow_integration_runtime_cpu_usage**(gauge) | Airflow integration runtime memory usage. | | **azure.datafactory_factories.airflow_integration_runtime_dag_bag_size**(count) | Airflow integration runtime DAG bag size. | | **azure.datafactory_factories.airflow_integration_runtime_dag_callback_exceptions**(count) | Airflow integration runtime DAG callback exceptions. | | **azure.datafactory_factories.airflow_integration_runtime_dag_file_refresh_error**(count) | Airflow integration runtime DAG file refresh error. | | **azure.datafactory_factories.airflow_integration_runtime_dag_processing_import_errors**(count) | Airflow integration runtime DAG processing import errors. | | **azure.datafactory_factories.airflow_integration_runtime_dag_processing_last_duration**(gauge) | Airflow integration runtime DAG processing last duration.*Shown as millisecond* | | **azure.datafactory_factories.airflow_integration_runtime_dag_processing_last_run_seconds_ago**(gauge) | Airflow integration runtime DAG processing last run seconds ago.*Shown as second* | | **azure.datafactory_factories.airflow_integration_runtime_dag_processing_manager_stalls**(count) | Airflow integration runtime DAG processingmanager stalls. | | **azure.datafactory_factories.airflow_integration_runtime_dag_processing_processes**(count) | Airflow integration runtime DAG processing processes. | | **azure.datafactory_factories.airflow_integration_runtime_dag_processing_processor_timeouts**(gauge) | Airflow integration runtime DAG processing processor timeouts.*Shown as second* | | **azure.datafactory_factories.airflow_integration_runtime_dag_processing_total_parse_time**(gauge) | Airflow integration runtime DAG processing total parse time.*Shown as second* | | **azure.datafactory_factories.airflow_integration_runtime_dag_run_dependency_check**(gauge) | Airflow integration runtime DAG run dependency check.*Shown as millisecond* | | **azure.datafactory_factories.airflow_integration_runtime_dag_run_duration_failed**(gauge) | Airflow integration runtime DAG run duration failed.*Shown as millisecond* | | **azure.datafactory_factories.airflow_integration_runtime_dag_run_duration_success**(gauge) | Airflow integration runtime DAG run duration success.*Shown as millisecond* | | **azure.datafactory_factories.airflow_integration_runtime_dag_run_first_task_scheduling_delay**(gauge) | Airflow integration runtime DAG run first task scheduling delay.*Shown as millisecond* | | **azure.datafactory_factories.airflow_integration_runtime_dag_run_schedule_delay**(gauge) | Airflow integration runtime DAG run schedule delay.*Shown as millisecond* | | **azure.datafactory_factories.airflow_integration_runtime_executor_open_slots**(count) | Airflow integration runtime executor open slots. | | **azure.datafactory_factories.airflow_integration_runtime_executor_queued_tasks**(count) | Airflow integration runtime executor queued tasks. | | **azure.datafactory_factories.airflow_integration_runtime_executor_running_tasks**(count) | Airflow integration runtime executor running tasks. | | **azure.datafactory_factories.airflow_integration_runtime_job_end**(count) | Airflow integration runtime job end. | | **azure.datafactory_factories.airflow_integration_runtime_job_heartbeat_failure**(count) | Airflow integration runtime heartbeat failure. | | **azure.datafactory_factories.airflow_integration_runtime_job_start**(count) | Airflow integration runtime job start. | | **azure.datafactory_factories.airflow_integration_runtime_memory_percentage**(gauge) | Airflow integration runtime memory percentage.*Shown as percent* | | **azure.datafactory_factories.airflow_integration_runtime_operator_failures**(count) | Airflow integration runtime operator failures. | | **azure.datafactory_factories.airflow_integration_runtime_operator_successes**(count) | Airflow integration runtime operator successes. | | **azure.datafactory_factories.airflow_integration_runtime_pool_open_slots**(count) | Airflow integration runtime pool open slots. | | **azure.datafactory_factories.airflow_integration_runtime_pool_queued_slots**(count) | Airflow integration runtime pool queued slots. | | **azure.datafactory_factories.airflow_integration_runtime_pool_running_slots**(count) | Airflow integration runtime pool running slots. | | **azure.datafactory_factories.airflow_integration_runtime_pool_starving_tasks**(count) | Airflow integration runtime pool starving tasks. | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_critical_section_busy**(count) | Airflow integration runtime scheduler critical section busy. | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_critical_section_duration**(gauge) | Airflow integration runtime scheduler critical section duration.*Shown as millisecond* | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_failed_sla_email_attempts**(count) | Airflow integration runtime scheduler failed SLA email attempts. | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_heartbeat**(count) | Airflow integration runtime scheduler heartbeats. | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_orphaned_tasks_adopted**(count) | Airflow integration runtime scheduler orphaned tasks adopted. | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_orphaned_tasks_cleared**(count) | Airflow integration runtime scheduler orphaned tasks cleared. | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_tasks_executable**(count) | Airflow integration runtime scheduler tasks executable. | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_tasks_killed_externally**(count) | Airflow integration runtime scheduler tasks killed externally. | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_tasks_running**(count) | Airflow integration runtime scheduler tasks running. | | **azure.datafactory_factories.airflow_integration_runtime_scheduler_tasks_starving**(count) | Airflow integration runtime scheduler tasks starving. | | **azure.datafactory_factories.airflow_integration_runtime_started_task_instances**(count) | Airflow integration runtime started task instances. | | **azure.datafactory_factories.airflow_integration_runtime_task_instance_created_using_operator**(count) | Airflow integration runtime task instance created using operator. | | **azure.datafactory_factories.airflow_integration_runtime_task_instance_duration**(gauge) | Airflow integration runtime task instance duration.*Shown as millisecond* | | **azure.datafactory_factories.airflow_integration_runtime_task_instance_failures**(count) | Airflow integration runtime task instance failures. | | **azure.datafactory_factories.airflow_integration_runtime_task_instance_finished**(count) | Airflow integration runtime task instance finished. | | **azure.datafactory_factories.airflow_integration_runtime_task_instance_previously_succeeded**(count) | Airflow integration runtime task instance previously succeeded. | | **azure.datafactory_factories.airflow_integration_runtime_task_instance_successes**(count) | Airflow integration runtime task instance successes. | | **azure.datafactory_factories.airflow_integration_runtime_task_removed_from_dag**(count) | Airflow integration runtime task removed from DAG. | | **azure.datafactory_factories.airflow_integration_runtime_task_restored_to_dag**(count) | Airflow integration runtime task restored to DAG. | | **azure.datafactory_factories.airflow_integration_runtime_triggers_blocked_main_thread**(count) | Airflow integration runtime triggers blocked main thread. | | **azure.datafactory_factories.airflow_integration_runtime_triggers_failed**(count) | Airflow integration runtime triggers failed. | | **azure.datafactory_factories.airflow_integration_runtime_triggers_running**(count) | Airflow integration runtime triggers running. | | **azure.datafactory_factories.airflow_integration_runtime_triggers_succeeded**(count) | Airflow integration runtime triggers succeeded. | | **azure.datafactory_factories.airflow_integration_runtime_zombies_killed**(count) | Airflow integration runtime zombie tasks killed. | | **azure.datafactory_factories.factory_size_in_gb_units**(gauge) | Total factory size (GB unit). | | **azure.datafactory_factories.integration_runtime_available_memory**(gauge) | Integration runtime available memory.*Shown as byte* | | **azure.datafactory_factories.integration_runtime_available_node_number**(gauge) | Integration runtime available node count. | | **azure.datafactory_factories.integration_runtime_average_task_pickup_delay**(gauge) | Integration runtime queue duration.*Shown as second* | | **azure.datafactory_factories.integration_runtime_cpu_percentage**(gauge) | Integration runtime CPU utilization.*Shown as percent* | | **azure.datafactory_factories.integration_runtime_queue_length**(gauge) | Integration runtime queue length. | | **azure.datafactory_factories.max_allowed_factory_size_in_gb_units**(gauge) | Maximum allowed factory size (GB unit). | | **azure.datafactory_factories.max_allowed_resource_count**(gauge) | Maximum allowed entities count. | | **azure.datafactory_factories.pipeline_cancelled_runs**(count) | Cancelled pipeline runs metrics. | | **azure.datafactory_factories.pipeline_elapsed_time_runs**(count) | Elapsed time pipeline runs metrics. | | **azure.datafactory_factories.pipeline_failed_runs**(count) | Failed pipeline runs metrics. | | **azure.datafactory_factories.pipeline_succeeded_runs**(count) | Succeeded pipeline runs metrics. | | **azure.datafactory_factories.resource_count**(gauge) | Total entities count. | | **azure.datafactory_factories.ssis_integration_runtime_start_cancel**(count) | Cancelled SSIS integration runtime start metrics. | | **azure.datafactory_factories.ssis_integration_runtime_start_failed**(count) | Failed SSIS integration runtime start metrics. | | **azure.datafactory_factories.ssis_integration_runtime_start_succeeded**(count) | Succeeded SSIS integration runtime start metrics. | | **azure.datafactory_factories.ssis_integration_runtime_stop_stuck**(count) | Stuck SSIS integration runtime stop metrics. | | **azure.datafactory_factories.ssis_integration_runtime_stop_succeeded**(count) | Succeeded SSIS integration runtime stop metrics. | | **azure.datafactory_factories.ssis_package_execution_cancel**(count) | Cancelled SSIS package execution metrics. | | **azure.datafactory_factories.ssis_package_execution_failed**(count) | Failed SSIS package execution metrics. | | **azure.datafactory_factories.ssis_package_execution_succeeded**(count) | Succeeded SSIS package execution metrics. | | **azure.datafactory_factories.trigger_cancelled_runs**(count) | Cancelled trigger runs metrics. | | **azure.datafactory_factories.trigger_failed_runs**(count) | Failed trigger runs metrics. | | **azure.datafactory_factories.trigger_succeeded_runs**(count) | Succeeded trigger runs metrics. | | **azure.datafactory_factories.count**(gauge) | Count of DataFactory factories. | | **azure.datafactory_factories.airflow_integration_runtime_memory_usage**(gauge) | Airflow integration runtime memory usage.*Shown as byte* | | **azure.datafactory_factories.airflow_integration_runtime_node_count**(gauge) | Airflow integration runtime node count. | | **azure.datafactory_factories.mv_net_ir_copy_available_capacity_pct**(gauge) | Copy available capacity percentage of mvnet integration runtime.*Shown as percent* | | **azure.datafactory_factories.mv_net_ir_copy_capacity_utilization**(gauge) | Copy capacity utilization of mvnet integration runtime.*Shown as percent* | | **azure.datafactory_factories.mv_net_ir_copy_waiting_queue_length**(gauge) | Copy waiting queue length of mvnet integration runtime. | | **azure.datafactory_factories.mv_net_ir_external_available_capacity_pct**(gauge) | External available capacity percentage of mvnet integration runtime.*Shown as percent* | | **azure.datafactory_factories.mv_net_ir_external_capacity_utilization**(gauge) | External capacity utilization of mvnet integration runtime.*Shown as percent* | | **azure.datafactory_factories.mv_net_ir_external_waiting_queue_length**(gauge) | External waiting queue length of mvnet integration runtime. | | **azure.datafactory_factories.mv_net_ir_pipeline_available_capacity_pct**(gauge) | Pipeline available capacity percentage of mvnet integration runtime.*Shown as percent* | | **azure.datafactory_factories.mv_net_ir_pipeline_capacity_utilization**(gauge) | Pipeline capacity utilization of mvnet integration runtime.*Shown as percent* | | **azure.datafactory_factories.mv_net_ir_pipeline_waiting_queue_length**(gauge) | Pipeline waiting queue length of mvnet integration runtime. | ### Events{% #events %} The Azure Data Factory integration does not include any events. ### Service Checks{% #service-checks %} The Azure Data Factory integration does not include any service checks. ## Troubleshooting{% #troubleshooting %} Need help? Contact [Datadog support](https://docs.datadoghq.com/help/).