take_medium_snapshot_dag.py

from airflow import DAG
from airflow.operators.bash_operator import BashOperator
from datetime import datetime, timedelta


# default args for dags configuration
# you can refer to documentation
default_args = {
    'owner': 'airflow',
    'depends_on_past': False,
    'start_date': airflow.utils.dates.days_ago(1),
    'email': ['airflow@example.com'],
    'email_on_failure': False,
    'email_on_retry': False,
    'retries': 1,
    'retry_delay': timedelta(minutes=5),
    # 'queue': 'bash_queue',
    # 'pool': 'backfill',
    # 'priority_weight': 10,
    # 'end_date': datetime(2016, 1, 1),
}

# run daily at 11 am according
dag = DAG('medium_snap_daily', default_args=default_args, schedule_interval='0 11 * * *')

# using jinja template

run_python_file = """
    cd  `pwd`; 
    cd snapshot;
    python {{params.file_name}};
"""

task1 = BashOperator(
    task_id = 'take_snapshot',
    bash_command = run_python_file,
    params = {"file_name":"take_snapshot.py"},
    dag = dag,)

task2 = BashOperator(
    task_id = 'upload_to_dropbox',
    bash_command = run_python_file,
    params = {"file_name":"upload_to_dropbox.py"},
    dag = dag,
    )

task2.set_upstream(task1)
task1 >> task2