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from airflow import DAG | |
from airflow.operators.dummy_operator import DummyOperator | |
from airflow.contrib.operators.spark_submit_operator import SparkSubmitOperator | |
from datetime import datetime, timedelta | |
############################################### | |
# Parameters | |
############################################### | |
spark_master = "spark://spark:7077" | |
spark_app_name = "Spark Hello World" | |
file_path = "/usr/local/spark/resources/data/airflow.cfg" | |
############################################### | |
# DAG Definition | |
############################################### | |
now = datetime.now() | |
default_args = { | |
"owner": "airflow", | |
"depends_on_past": False, | |
"start_date": datetime(now.year, now.month, now.day), | |
"email": ["[email protected]"], | |
"email_on_failure": False, | |
"email_on_retry": False, | |
"retries": 1, | |
"retry_delay": timedelta(minutes=1) | |
} | |
dag = DAG( | |
"spark-test", | |
default_args=default_args, | |
schedule_interval=timedelta(1) | |
) | |
start = DummyOperator(task_id="start", dag=dag) | |
spark_job = SparkSubmitOperator( | |
task_id="spark_job", | |
application="/usr/local/spark/app/hello-world.py", # Spark application path created in airflow and spark cluster | |
name=spark_app_name, | |
conn_id="spark_default", | |
verbose=1, | |
conf={"spark.master":spark_master}, | |
application_args=[file_path], | |
dag=dag) | |
end = DummyOperator(task_id="end", dag=dag) | |
start >> spark_job >> end |
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