Queries, manages, and troubleshoots Apache Airflow using the af CLI. Covers listing DAGs, triggering runs, reading task logs, diagnosing failures, debugging…
Query, manage, and troubleshoot Apache Airflow DAGs, runs, tasks, and system configuration. Supports 30+ commands across DAG inspection, run management, task logging, configuration queries, and direct REST API access Manage multiple Airflow instances with persistent configuration; auto-discover local and Astro deployments Trigger DAG runs synchronously (wait for completion) or asynchronously, diagnose failures, clear runs for retry, and access task logs with retry/map-index filtering Output JSON by default for programmatic filtering; includes high-level commands for common workflows plus low-level af api access for custom endpoints like XCom and event logs Airflow Operations Use af commands to query, manage, and troubleshoot Airflow workflows. Astro CLI The Astro CLI is the recommended way to run Airflow locally and deploy to production. It provides a containerized Airflow environment that works out of the box: # Initialize a new project astro dev init # Start local Airflow (webserver at http://localhost:8080) astro dev start # Parse DAGs to catch errors quickly (no need to start Airflow) astro dev parse
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