Airflow Latency Monitoring Cheat Sheet

Track task duration vs SLAs

Last Updated: November 21, 2025

Focus Areas

Focus
Record historic durations
Attach SLA callbacks

Commands & Queries

airflow tasks test my_dag task 2024-01-01
Test offline
airflow sla_miss_callback --dag_id my_dag
Define callback
airflow variables set latency_threshold 300
Tune threshold

Summary

Latency insights keep DAGs accountable and triage faster.

💡 Pro Tip: Publish SLA dashboards and guard on-call triggers.
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