Airflow Work Download File From Sftp -

from airflow.providers.sftp.operators.sftp import SFTPOperator download_task = SFTPOperator( task_id="download_file_from_sftp", ssh_conn_id="sftp_default", remote_filepath="/remote/path/to/source_file.csv", local_filepath="/tmp/downloaded_file.csv", operation="get", # Use "get" to download, "put" to upload create_intermediate_dirs=True, dag=dag ) Use code with caution. Method 2: Using the SFTPHook (For Complex Logic)

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Before writing your DAG, ensure the SFTP provider is installed in your environment: pip install apache-airflow-providers-sftp Use code with caution. from airflow

Use the SFTPHook within a PythonOperator if you need to perform additional logic, such as listing directory contents first or downloading multiple files based on a pattern. : For SSH key-based authentication

: For SSH key-based authentication, add {"key_file": "/path/to/private_key"} or {"private_key": "your-key-string"} . Method 1: Using the SFTPOperator (Recommended)

The SFTPOperator is the simplest way to handle standard file transfers. It supports both downloading ( get ) and uploading ( put ).