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from string import Template | |
from datetime import datetime, timedelta | |
template = """ | |
from airflow import DAG | |
from datetime import datetime, timedelta | |
from airflow.operators.python_operator import PythonVirtualenvOperator | |
DEFAULT_ARGS = { | |
'owner': 'airflow', | |
'depends_on_past': False, | |
'start_date': $start_date, | |
'email': ['$email'], | |
'email_on_failure': True, | |
'email_on_retry': True, | |
'retries': 1, | |
'retry_delay': timedelta(minutes=5), | |
} | |
dag = DAG('$package_name', default_args=DEFAULT_ARGS, schedule_interval="$schedule_interval") | |
def run(*args, **kwargs): | |
# YOUR CODE GOES HERE | |
task = PythonVirtualenvOperator(task_id='$package_name', | |
dag=dag, | |
python_callable=run, | |
requirements=[ | |
# YOUR REQUIREMENTS GO HERE | |
] | |
) | |
""" | |
t = Template(template) | |
def or_default(s, default): | |
if not s: | |
return default | |
package_name = input("DAG name: ") | |
email = input("Author email: ") | |
yesterday = datetime.today() - timedelta(days=1) | |
start_date = f"datetime({yesterday.year}, {yesterday.month}, {yesterday.day})" | |
schedule_interval = or_default(input("Schedule interval (e.g. 15 0 * * *) [default: 5 0 * * *]"), '5 0 * * *') | |
with open(f"{package_name}.py", "w") as f: | |
result = t.substitute(dict(email=email, package_name=package_name, start_date=start_date, schedule_interval=schedule_interval)) | |
f.write(result) | |
print(f"\nCreated new DAG in file {package_name}.py") |
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