Human approval gates, form inputs, and branching in Airflow DAGs using deferrable operators. \n \n Four operator types: ApprovalOperator for approve/reject decisions, HITLOperator…
astronomer▌
creator profile · 22 approved skills · page 2 of 3
astronomer publishes 22 approved skills on ExplainX. This page loads 10 skills at a time. Current page is led by airflow-hitl.
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Convert dbt Core projects into Airflow DAGs or TaskGroups using Astronomer Cosmos. \n \n Supports three assembly patterns: standalone DbtDag, DbtTaskGroup within existing DAGs, an…
Custom OpenLineage extractors for unsupported Airflow operators and complex lineage scenarios. \n \n Two approaches: add OpenLineage methods directly to operators you own (recomme…
Initialize and configure Astro/Airflow projects with dependencies, connections, and environment setup. \n \n Scaffolds complete project structure with astro dev init , including d…
Verify data freshness by checking table timestamps and update patterns against a staleness scale. \n \n Identifies timestamp columns using common ETL naming patterns ( _loaded_at…
Comprehensive statistical and quality analysis of database tables with structured profiling output. \n \n Generates column-level statistics tailored to data type: min/max/percenti…
Trace upstream data lineage to identify sources, DAGs, and dependencies feeding a table or column. \n \n Supports tracing three target types: tables, columns, and DAGs; uses Airfl…
Iterative test-debug-fix cycles for Airflow DAGs with comprehensive failure diagnosis. \n \n Start with af runs trigger-wait <dag_id> to run a DAG and wait for completion; no…
Automated detection and code migration for upgrading Apache Airflow 2.x DAGs to Airflow 3.x. \n \n Provides Ruff-based auto-fix rules (AIR30/AIR301/AIR302/AIR31/AIR311/AIR312) to…
Guided workflow for creating Apache Airflow DAGs with validation and testing integration. \n \n Structured six-phase approach: discover environment and existing patterns, plan DAG…