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BashOperator: This operator allows you to execute a bash command or script as a task within your DAG.
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PythonOperator: This operator enables you to run arbitrary Python functions as tasks within your DAG.
Besides these two, Airflow provides a wide range of operators to suit various needs. Some of the other commonly used operators include:
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BranchPythonOperator: This operator allows you to execute different tasks in your DAG based on the result of a Python function.
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DummyOperator: This operator is a simple no-op operator that can be used as a placeholder or to mark points in your DAG.
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PythonVirtualenvOperator: Similar to the
PythonOperator, but it executes within a virtual environment. -
SubDagOperator: This operator allows you to include a DAG as a task within another DAG, effectively creating a hierarchical structure.
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EmailOperator: This operator sends an email as a task in your DAG.
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HttpOperator: This operator enables you to make HTTP requests as tasks within your DAG.
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PostgresOperator, MySqlOperator, SqliteOperator: These operators allow you to execute SQL commands or scripts against different databases.
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Sensor operators: Airflow provides a variety of sensor operators (e.g.,
HttpSensor,SqlSensor,S3KeySensor) to wait for certain conditions to be met before proceeding with the DAG.
