Apache Airflow | Sheetly Cheat Sheet

Last Updated: November 21, 2025

Apache Airflow

Workflow orchestration platform

Core Concepts

Item Description
DAG Directed Acyclic Graph - workflow
Operator Task template
Task Instance of an operator
Scheduler Triggers DAG runs

Common Operators

Item Description
PythonOperator Execute Python function
BashOperator Run bash command
EmailOperator Send email
HttpOperator Make HTTP request

Best Practices

  • Keep DAGs idempotent
  • Use XCom sparingly
  • Set appropriate retry policies
  • Monitor DAG performance in UI

💡 Pro Tips

Quick Reference

Use TaskGroups to organize complex DAGs

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