Created
June 14, 2018 14:06
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Code Sample for Airflow II blog
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from datetime import datetime, timedelta | |
from airflow.models import DAG | |
from airflow.operators.s3_key_sensor import S3KeySensor | |
from airflow.operators.python_operator import PythonOperator | |
from airflow.utils.dates import days_ago | |
schedule = timedelta(minutes=5) | |
args = { | |
'owner': 'airflow', | |
'start_date': days_ago(1), | |
'depends_on_past': False, | |
} | |
dag = DAG( | |
dag_id='s3_key_sensor_demo_dag', | |
schedule_interval=schedule, | |
default_args=args | |
) | |
def new_file_detection(**kwargs): | |
print("A new file has arrived in s3 bucket") | |
file_sensor = S3KeySensor( | |
task_id='s3_key_sensor_task', | |
poke_interval=60 * 30, # (seconds); checking file every half an hour | |
timeout=60 * 60 * 12, # timeout in 12 hours | |
bucket_key="s3://[bucket_name]/[key]", | |
bucket_name=None, | |
wildcard_match=False, | |
dag=dag) | |
print_message = PythonOperator(task_id='print_message', | |
provide_context=True, | |
python_callable=new_file_detection, | |
dag=dag) | |
file_sensor >> print_message |
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@sameerrao20118 Did you found your solution? If yes, colud you please share how you solved it?