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statsd_exporter_mapping.yaml
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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"