statsd_mapping.conf

# from https://github.com/databand-ai/airflow-dashboards/blob/main/statsd/statsd.conf
mappings:
  # Airflow StatsD metrics mappings (https://airflow.apache.org/docs/apache-airflow/stable/logging-monitoring/metrics.html)
  # === Counters ===
  - match: "(.+)\\.(.+)_start$"
    match_metric_type: counter
    name: "af_agg_job_start"
    match_type: regex
    labels:
      airflow_id: "$1"
      job_name: "$2"
  - match: "(.+)\\.(.+)_end$"
    match_metric_type: counter
    name: "af_agg_job_end"
    match_type: regex
    labels:
      airflow_id: "$1"
      job_name: "$2"
  - match: "(.+)\\.operator_failures_(.+)$"
    match_metric_type: counter
    name: "af_agg_operator_failures"
    match_type: regex
    labels:
      airflow_id: "$1"
      operator_name: "$2"
  - match: "(.+)\\.operator_successes_(.+)$"
    match_metric_type: counter
    name: "af_agg_operator_successes"
    match_type: regex
    labels:
      airflow_id: "$1"
      operator_name: "$2"
  - match: "*.ti_failures"
    match_metric_type: counter
    name: "af_agg_ti_failures"
    labels:
      airflow_id: "$1"
  - match: "*.ti_successes"
    match_metric_type: counter
    name: "af_agg_ti_successes"
    labels:
      airflow_id: "$1"
  - match: "*.zombies_killed"
    match_metric_type: counter
    name: "af_agg_zombies_killed"
    labels:
      airflow_id: "$1"
  - match: "*.scheduler_heartbeat"
    match_metric_type: counter
    name: "af_agg_scheduler_heartbeat"
    labels:
      airflow_id: "$1"
  - match: "*.dag_processing.processes"
    match_metric_type: counter
    name: "af_agg_dag_processing_processes"
    labels:
      airflow_id: "$1"
  - match: "*.scheduler.tasks.killed_externally"
    match_metric_type: counter
    name: "af_agg_scheduler_tasks_killed_externally"
    labels:
      airflow_id: "$1"
  - match: "*.scheduler.tasks.running"
    match_metric_type: counter
    name: "af_agg_scheduler_tasks_running"
    labels:
      airflow_id: "$1"
  - match: "*.scheduler.tasks.starving"
    match_metric_type: counter
    name: "af_agg_scheduler_tasks_starving"
    labels:
      airflow_id: "$1"
  - match: "*.scheduler.orphaned_tasks.cleared"
    match_metric_type: counter
    name: "af_agg_scheduler_orphaned_tasks_cleared"
    labels:
      airflow_id: "$1"
  - match: "*.scheduler.orphaned_tasks.adopted"
    match_metric_type: counter
    name: "af_agg_scheduler_orphaned_tasks_adopted"
    labels:
      airflow_id: "$1"
  - match: "*.scheduler.critical_section_busy"
    match_metric_type: counter
    name: "af_agg_scheduler_critical_section_busy"
    labels:
      airflow_id: "$1"
  - match: "*.sla_email_notification_failure"
    match_metric_type: counter
    name: "af_agg_sla_email_notification_failure"
    labels:
      airflow_id: "$1"
  - match: "*.ti.start.*.*"
    match_metric_type: counter
    name: "af_agg_ti_start"
    labels:
      airflow_id: "$1"
      dag_id: "$2"
      task_id: "$3"
  - match: "*.ti.finish.*.*.*"
    match_metric_type: counter
    name: "af_agg_ti_finish"
    labels:
      airflow_id: "$1"
      dag_id: "$2"
      task_id: "$3"
      state: "$4"
  - match: "*.dag.callback_exceptions"
    match_metric_type: counter
    name: "af_agg_dag_callback_exceptions"
    labels:
      airflow_id: "$1"
  - match: "*.celery.task_timeout_error"
    match_metric_type: counter
    name: "af_agg_celery_task_timeout_error"
    labels:
      airflow_id: "$1"

  # === Gauges ===
  - match: "*.dagbag_size"
    match_metric_type: gauge
    name: "af_agg_dagbag_size"
    labels:
      airflow_id: "$1"
  - match: "*.dag_processing.import_errors"
    match_metric_type: gauge
    name: "af_agg_dag_processing_import_errors"
    labels:
      airflow_id: "$1"
  - match: "*.dag_processing.total_parse_time"
    match_metric_type: gauge
    name: "af_agg_dag_processing_total_parse_time"
    labels:
      airflow_id: "$1"
  - match: "*.dag_processing.last_runtime.*"
    match_metric_type: gauge
    name: "af_agg_dag_processing_last_runtime"
    labels:
      airflow_id: "$1"
      dag_file: "$2"
  - match: "*.dag_processing.last_run.seconds_ago.*"
    match_metric_type: gauge
    name: "af_agg_dag_processing_last_run_seconds"
    labels:
      airflow_id: "$1"
      dag_file: "$2"
  - match: "*.dag_processing.processor_timeouts"
    match_metric_type: gauge
    name: "af_agg_dag_processing_processor_timeouts"
    labels:
      airflow_id: "$1"
  - match: "*.executor.open_slots"
    match_metric_type: gauge
    name: "af_agg_executor_open_slots"
    labels:
      airflow_id: "$1"
  - match: "*.executor.queued_tasks"
    match_metric_type: gauge
    name: "af_agg_executor_queued_tasks"
    labels:
      airflow_id: "$1"
  - match: "*.executor.running_tasks"
    match_metric_type: gauge
    name: "af_agg_executor_running_tasks"
    labels:
      airflow_id: "$1"
  - match: "*.pool.open_slots.*"
    match_metric_type: gauge
    name: "af_agg_pool_open_slots"
    labels:
      airflow_id: "$1"
      pool_name: "$2"
  - match: "*.pool.queued_slots.*"
    match_metric_type: gauge
    name: "af_agg_pool_queued_slots"
    labels:
      airflow_id: "$1"
      pool_name: "$2"
  - match: "*.pool.running_slots.*"
    match_metric_type: gauge
    name: "af_agg_pool_running_slots"
    labels:
      airflow_id: "$1"
      pool_name: "$2"
  - match: "*.pool.starving_tasks.*"
    match_metric_type: gauge
    name: "af_agg_pool_starving_tasks"
    labels:
      airflow_id: "$1"
      pool_name: "$2"
  - match: "*.smart_sensor_operator.poked_tasks"
    match_metric_type: gauge
    name: "af_agg_smart_sensor_operator_poked_tasks"
    labels:
      airflow_id: "$1"
  - match: "*.smart_sensor_operator.poked_success"
    match_metric_type: gauge
    name: "af_agg_smart_sensor_operator_poked_success"
    labels:
      airflow_id: "$1"
  - match: "*.smart_sensor_operator.poked_exception"
    match_metric_type: gauge
    name: "af_agg_smart_sensor_operator_poked_exception"
    labels:
      airflow_id: "$1"
  - match: "*.smart_sensor_operator.exception_failures"
    match_metric_type: gauge
    name: "af_agg_smart_sensor_operator_exception_failures"
    labels:
      airflow_id: "$1"
  - match: "*.smart_sensor_operator.infra_failures"
    match_metric_type: gauge
    name: "af_agg_smart_sensor_operator_infra_failures"
    labels:
      airflow_id: "$1"

  # === Timers ===
  - match: "*.dagrun.dependency-check.*"
    match_metric_type: observer
    name: "af_agg_dagrun_dependency_check"
    labels:
      airflow_id: "$1"
      dag_id: "$2"
  - match: "*.dag.*.*.duration"
    match_metric_type: observer
    name: "af_agg_dag_task_duration"
    labels:
      airflow_id: "$1"
      dag_id: "$2"
      task_id: "$3"
  - match: "*.dag_processing.last_duration.*"
    match_metric_type: observer
    name: "af_agg_dag_processing_duration"
    labels:
      airflow_id: "$1"
      dag_file: "$2"
  - match: "*.dagrun.duration.success.*"
    match_metric_type: observer
    name: "af_agg_dagrun_duration_success"
    labels:
      airflow_id: "$1"
      dag_id: "$2"
  - match: "*.dagrun.duration.failed.*"
    match_metric_type: observer
    name: "af_agg_dagrun_duration_failed"
    labels:
      airflow_id: "$1"
      dag_id: "$2"
  - match: "*.dagrun.schedule_delay.*"
    match_metric_type: observer
    name: "af_agg_dagrun_schedule_delay"
    labels:
      airflow_id: "$1"
      dag_id: "$2"
  - match: "*.scheduler.critical_section_duration"
    match_metric_type: observer
    name: "af_agg_scheduler_critical_section_duration"
    labels:
      airflow_id: "$1"
  - match: "*.dagrun.*.first_task_scheduling_delay"
    match_metric_type: observer
    name: "af_agg_dagrun_first_task_scheduling_delay"
    labels:
      airflow_id: "$1"
      dag_id: "$2"