example_sftp_to_wasb.py

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import os
from datetime import datetime

from airflow import DAG
from airflow.decorators import task
from airflow.providers.microsoft.azure.operators.wasb_delete_blob import WasbDeleteBlobOperator
from airflow.providers.microsoft.azure.transfers.sftp_to_wasb import SFTPToWasbOperator
from airflow.providers.sftp.hooks.sftp import SFTPHook
from airflow.providers.sftp.operators.sftp import SFTPOperator

AZURE_CONTAINER_NAME = os.environ.get("AZURE_CONTAINER_NAME", "airflow")
BLOB_PREFIX = os.environ.get("AZURE_BLOB_PREFIX", "airflow")
SFTP_SRC_PATH = os.environ.get("SFTP_SRC_PATH", "/sftp")
LOCAL_FILE_PATH = os.environ.get("LOCAL_SRC_PATH", "/tmp")
SAMPLE_FILENAME = os.environ.get("SFTP_SAMPLE_FILENAME", "sftp_to_wasb_test.txt")
FILE_COMPLETE_PATH = os.path.join(LOCAL_FILE_PATH, SAMPLE_FILENAME)
SFTP_FILE_COMPLETE_PATH = os.path.join(SFTP_SRC_PATH, SAMPLE_FILENAME)


@task
def delete_sftp_file():
    """Delete a file at SFTP SERVER"""
    SFTPHook().delete_file(SFTP_FILE_COMPLETE_PATH)


with DAG(
    "example_sftp_to_wasb",
    schedule_interval=None,
    catchup=False,
    start_date=datetime(2021, 1, 1),  # Override to match your needs
) as dag:
    transfer_files_to_sftp_step = SFTPOperator(
        task_id="transfer_files_from_local_to_sftp",
        local_filepath=FILE_COMPLETE_PATH,
        remote_filepath=SFTP_FILE_COMPLETE_PATH,
    )

    # [START how_to_sftp_to_wasb]
    transfer_files_to_azure = SFTPToWasbOperator(
        task_id="transfer_files_from_sftp_to_wasb",
        # SFTP args
        sftp_source_path=SFTP_SRC_PATH,
        # AZURE args
        container_name=AZURE_CONTAINER_NAME,
        blob_prefix=BLOB_PREFIX,
    )
    # [END how_to_sftp_to_wasb]

    delete_blob_file_step = WasbDeleteBlobOperator(
        task_id="delete_blob_files",
        container_name=AZURE_CONTAINER_NAME,
        blob_name=BLOB_PREFIX + SAMPLE_FILENAME,
    )

    transfer_files_to_sftp_step >> transfer_files_to_azure >> delete_blob_file_step >> delete_sftp_file()