airflow.apache.org

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Configure Airflow 3 TaskFlow API tasks with explicit typed XCom serialization to avoid implicit pickling of large objects
5 steps · 3 gotchas · unrated
Implement Airflow 3 data-aware scheduling with explicit Dataset producers and consumers to chain DAGs without polling sensors
5 steps · 3 gotchas · unrated
Use Airflow 3 branch operators with TaskFlow API to implement conditional pipeline paths based on runtime data
5 steps · 3 gotchas · unrated
Use the Airflow TaskFlow API with XCom to pass structured data between decorated tasks in a complex DAG
6 steps · 3 gotchas · unrated
Implement Airflow dynamic task mapping with expand() and partial() to fan out over a runtime-determined parameter list
6 steps · 3 gotchas · unrated
Configure Airflow pools and priority weights to control concurrency and prioritize critical DAG tasks
6 steps · 3 gotchas · unrated
Configure Airflow KubernetesExecutor with pod templates and per-task pod overrides for resource isolation
6 steps · 3 gotchas · unrated
Write an Airflow sensor in reschedule mode to poll for external conditions without holding a worker slot between checks
6 steps · 3 gotchas · unrated
Configure Airflow 2.x REST API authentication and use it to programmatically manage DAG pausing, unpausing, and triggering from an external system
6 steps · 3 gotchas · unrated
Use Airflow dynamic task mapping to fan-out tasks over a runtime-determined list of items
5 steps · 3 gotchas · unrated
Trigger an Airflow 3 DAG run via the v2 REST API and retrieve the run status
5 steps · 3 gotchas · unrated
Fetch Airflow 3 DAG version history and pin a backfill to a specific DAG bundle version
5 steps · 3 gotchas · unrated
Configure Airflow 3 deferrable operators with custom triggers to free worker slots during long I/O waits
5 steps · 3 gotchas · unrated
Configure the OpenLineage Airflow provider to emit lineage events automatically from Airflow 3 DAGs
5 steps · 3 gotchas · unrated
Implement Airflow deferrable operators and triggers to reduce worker slot consumption during long-running waits
6 steps · 3 gotchas · unrated
Configure Airflow dataset-aware (data-driven) scheduling to trigger DAGs on upstream data availability
6 steps · 3 gotchas · unrated
Trigger Airflow DAG run via stable REST API
6 steps · 3 gotchas · unrated