src/etl/examples/etl-example/dags/init_etl_example.py
# -*- coding: utf-8 -*-
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import print_function
import airflow
from datetime import datetime, timedelta
from airflow.operators.python_operator import PythonOperator
from airflow import models
from airflow.settings import Session
import logging
args = {
'owner': 'airflow',
'start_date': airflow.utils.dates.days_ago(7),
'provide_context': True
}
def initialize_etl_example():
logging.info('Creating connections, pool and sql path')
session = Session()
def create_new_conn(session, attributes):
new_conn = models.Connection()
new_conn.conn_id = attributes.get("conn_id")
new_conn.conn_type = attributes.get('conn_type')
new_conn.host = attributes.get('host')
new_conn.port = attributes.get('port')
new_conn.schema = attributes.get('schema')
new_conn.login = attributes.get('login')
new_conn.set_password(attributes.get('password'))
session.add(new_conn)
session.commit()
create_new_conn(session,
{"conn_id": "postgres_oltp",
"conn_type": "postgres",
"host": "postgres",
"port": 5432,
"schema": "orders",
"login": "oltp_read",
"password": "oltp_read"})
create_new_conn(session,
{"conn_id": "postgres_dwh",
"conn_type": "postgres",
"host": "postgres",
"port": 5432,
"schema": "dwh",
"login": "dwh_svc_account",
"password": "dwh_svc_account"})
new_var = models.Variable()
new_var.key = "sql_path"
new_var.set_val("/usr/local/airflow/sql")
session.add(new_var)
session.commit()
new_pool = models.Pool()
new_pool.pool = "postgres_dwh"
new_pool.slots = 10
new_pool.description = "Allows max. 10 connections to the DWH"
session.add(new_pool)
session.commit()
session.close()
dag = airflow.DAG(
'init_docker_example',
schedule_interval="@once",
default_args=args,
max_active_runs=1)
t1 = PythonOperator(task_id='initialize_etl_example',
python_callable=initialize_etl_example,
provide_context=False,
dag=dag)