cloud_sql_query

Example Airflow DAG that performs query in a Cloud SQL instance.

Databases


Providers:

Modules:

Last Updated: Nov. 8, 2021

Run this DAG

1. Install the Astronomer CLI:Skip if you already have the CLI

2. Initate the project in a local directory:

3. Copy and paste the code below into a file in the

dags
directory.

4. Add the following to your

requirements.txt
file:

5. Run the DAG from the local directory where the project was initiated:

#
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you 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.
"""
Example Airflow DAG that performs query in a Cloud SQL instance.
This DAG relies on the following OS environment variables
* GCP_PROJECT_ID - Google Cloud project for the Cloud SQL instance
* GCP_REGION - Google Cloud region where the database is created
*
* GCSQL_POSTGRES_INSTANCE_NAME - Name of the postgres Cloud SQL instance
* GCSQL_POSTGRES_USER - Name of the postgres database user
* GCSQL_POSTGRES_PASSWORD - Password of the postgres database user
* GCSQL_POSTGRES_PUBLIC_IP - Public IP of the Postgres database
* GCSQL_POSTGRES_PUBLIC_PORT - Port of the postgres database
*
* GCSQL_MYSQL_INSTANCE_NAME - Name of the postgres Cloud SQL instance
* GCSQL_MYSQL_USER - Name of the mysql database user
* GCSQL_MYSQL_PASSWORD - Password of the mysql database user
* GCSQL_MYSQL_PUBLIC_IP - Public IP of the mysql database
* GCSQL_MYSQL_PUBLIC_PORT - Port of the mysql database
"""
from __future__ import annotations
import os
import subprocess
from datetime import datetime
from pathlib import Path
from urllib.parse import quote_plus
from airflow.models.dag import DAG
from airflow.providers.google.cloud.operators.cloud_sql import CloudSQLExecuteQueryOperator
GCP_PROJECT_ID = os.environ.get("GCP_PROJECT_ID", "example-project")
GCP_REGION = os.environ.get("GCP_REGION", "europe-west1")
GCSQL_POSTGRES_INSTANCE_NAME_QUERY = os.environ.get(
"GCSQL_POSTGRES_INSTANCE_NAME_QUERY", "test-postgres-query"
)
GCSQL_POSTGRES_DATABASE_NAME = os.environ.get("GCSQL_POSTGRES_DATABASE_NAME", "postgresdb")
GCSQL_POSTGRES_USER = os.environ.get("GCSQL_POSTGRES_USER", "postgres_user")
GCSQL_POSTGRES_PASSWORD = os.environ.get("GCSQL_POSTGRES_PASSWORD", "JoxHlwrPzwch0gz9")
GCSQL_POSTGRES_PUBLIC_IP = os.environ.get("GCSQL_POSTGRES_PUBLIC_IP", "0.0.0.0")
GCSQL_POSTGRES_PUBLIC_PORT = os.environ.get("GCSQL_POSTGRES_PUBLIC_PORT", 5432)
GCSQL_POSTGRES_CLIENT_CERT_FILE = os.environ.get(
"GCSQL_POSTGRES_CLIENT_CERT_FILE", ".key/postgres-client-cert.pem"
)
GCSQL_POSTGRES_CLIENT_KEY_FILE = os.environ.get(
"GCSQL_POSTGRES_CLIENT_KEY_FILE", ".key/postgres-client-key.pem"
)
GCSQL_POSTGRES_SERVER_CA_FILE = os.environ.get("GCSQL_POSTGRES_SERVER_CA_FILE", ".key/postgres-server-ca.pem")
GCSQL_MYSQL_INSTANCE_NAME_QUERY = os.environ.get("GCSQL_MYSQL_INSTANCE_NAME_QUERY", "test-mysql-query")
GCSQL_MYSQL_DATABASE_NAME = os.environ.get("GCSQL_MYSQL_DATABASE_NAME", "mysqldb")
GCSQL_MYSQL_USER = os.environ.get("GCSQL_MYSQL_USER", "mysql_user")
GCSQL_MYSQL_PASSWORD = os.environ.get("GCSQL_MYSQL_PASSWORD", "JoxHlwrPzwch0gz9")
GCSQL_MYSQL_PUBLIC_IP = os.environ.get("GCSQL_MYSQL_PUBLIC_IP", "0.0.0.0")
GCSQL_MYSQL_PUBLIC_PORT = os.environ.get("GCSQL_MYSQL_PUBLIC_PORT", 3306)
GCSQL_MYSQL_CLIENT_CERT_FILE = os.environ.get("GCSQL_MYSQL_CLIENT_CERT_FILE", ".key/mysql-client-cert.pem")
GCSQL_MYSQL_CLIENT_KEY_FILE = os.environ.get("GCSQL_MYSQL_CLIENT_KEY_FILE", ".key/mysql-client-key.pem")
GCSQL_MYSQL_SERVER_CA_FILE = os.environ.get("GCSQL_MYSQL_SERVER_CA_FILE", ".key/mysql-server-ca.pem")
SQL = [
"CREATE TABLE IF NOT EXISTS TABLE_TEST (I INTEGER)",
"CREATE TABLE IF NOT EXISTS TABLE_TEST (I INTEGER)", # shows warnings logged
"INSERT INTO TABLE_TEST VALUES (0)",
"CREATE TABLE IF NOT EXISTS TABLE_TEST2 (I INTEGER)",
"DROP TABLE TABLE_TEST",
"DROP TABLE TABLE_TEST2",
]
# [START howto_operator_cloudsql_query_connections]
HOME_DIR = Path.home()
def get_absolute_path(path):
"""
Returns absolute path.
"""
return os.fspath(HOME_DIR / path)
postgres_kwargs = {
"user": quote_plus(GCSQL_POSTGRES_USER),
"password": quote_plus(GCSQL_POSTGRES_PASSWORD),
"public_port": GCSQL_POSTGRES_PUBLIC_PORT,
"public_ip": quote_plus(GCSQL_POSTGRES_PUBLIC_IP),
"project_id": quote_plus(GCP_PROJECT_ID),
"location": quote_plus(GCP_REGION),
"instance": quote_plus(GCSQL_POSTGRES_INSTANCE_NAME_QUERY),
"database": quote_plus(GCSQL_POSTGRES_DATABASE_NAME),
"client_cert_file": quote_plus(get_absolute_path(GCSQL_POSTGRES_CLIENT_CERT_FILE)),
"client_key_file": quote_plus(get_absolute_path(GCSQL_POSTGRES_CLIENT_KEY_FILE)),
"server_ca_file": quote_plus(get_absolute_path(GCSQL_POSTGRES_SERVER_CA_FILE)),
}
# The connections below are created using one of the standard approaches - via environment
# variables named AIRFLOW_CONN_* . The connections can also be created in the database
# of AIRFLOW (using command line or UI).
# Postgres: connect via proxy over TCP
os.environ["AIRFLOW_CONN_PROXY_POSTGRES_TCP"] = (
"gcpcloudsql://{user}:{password}@{public_ip}:{public_port}/{database}?"
"database_type=postgres&"
"project_id={project_id}&"
"location={location}&"
"instance={instance}&"
"use_proxy=True&"
"sql_proxy_use_tcp=True".format(**postgres_kwargs)
)
# Postgres: connect via proxy over UNIX socket (specific proxy version)
os.environ["AIRFLOW_CONN_PROXY_POSTGRES_SOCKET"] = (
"gcpcloudsql://{user}:{password}@{public_ip}:{public_port}/{database}?"
"database_type=postgres&"
"project_id={project_id}&"
"location={location}&"
"instance={instance}&"
"use_proxy=True&"
"sql_proxy_version=v1.13&"
"sql_proxy_use_tcp=False".format(**postgres_kwargs)
)
# Postgres: connect directly via TCP (non-SSL)
os.environ["AIRFLOW_CONN_PUBLIC_POSTGRES_TCP"] = (
"gcpcloudsql://{user}:{password}@{public_ip}:{public_port}/{database}?"
"database_type=postgres&"
"project_id={project_id}&"
"location={location}&"
"instance={instance}&"
"use_proxy=False&"
"use_ssl=False".format(**postgres_kwargs)
)
# Postgres: connect directly via TCP (SSL)
os.environ["AIRFLOW_CONN_PUBLIC_POSTGRES_TCP_SSL"] = (
"gcpcloudsql://{user}:{password}@{public_ip}:{public_port}/{database}?"
"database_type=postgres&"
"project_id={project_id}&"
"location={location}&"
"instance={instance}&"
"use_proxy=False&"
"use_ssl=True&"
"sslcert={client_cert_file}&"
"sslkey={client_key_file}&"
"sslrootcert={server_ca_file}".format(**postgres_kwargs)
)
mysql_kwargs = {
"user": quote_plus(GCSQL_MYSQL_USER),
"password": quote_plus(GCSQL_MYSQL_PASSWORD),
"public_port": GCSQL_MYSQL_PUBLIC_PORT,
"public_ip": quote_plus(GCSQL_MYSQL_PUBLIC_IP),
"project_id": quote_plus(GCP_PROJECT_ID),
"location": quote_plus(GCP_REGION),
"instance": quote_plus(GCSQL_MYSQL_INSTANCE_NAME_QUERY),
"database": quote_plus(GCSQL_MYSQL_DATABASE_NAME),
"client_cert_file": quote_plus(get_absolute_path(GCSQL_MYSQL_CLIENT_CERT_FILE)),
"client_key_file": quote_plus(get_absolute_path(GCSQL_MYSQL_CLIENT_KEY_FILE)),
"server_ca_file": quote_plus(get_absolute_path(GCSQL_MYSQL_SERVER_CA_FILE)),
}
# MySQL: connect via proxy over TCP (specific proxy version)
os.environ["AIRFLOW_CONN_PROXY_MYSQL_TCP"] = (
"gcpcloudsql://{user}:{password}@{public_ip}:{public_port}/{database}?"
"database_type=mysql&"
"project_id={project_id}&"
"location={location}&"
"instance={instance}&"
"use_proxy=True&"
"sql_proxy_version=v1.13&"
"sql_proxy_use_tcp=True".format(**mysql_kwargs)
)
# MySQL: connect via proxy over UNIX socket using pre-downloaded Cloud Sql Proxy binary
try:
sql_proxy_binary_path = subprocess.check_output(["which", "cloud_sql_proxy"]).decode("utf-8").rstrip()
except subprocess.CalledProcessError:
sql_proxy_binary_path = "/tmp/anyhow_download_cloud_sql_proxy"
os.environ["AIRFLOW_CONN_PROXY_MYSQL_SOCKET"] = (
"gcpcloudsql://{user}:{password}@{public_ip}:{public_port}/{database}?"
"database_type=mysql&"
"project_id={project_id}&"
"location={location}&"
"instance={instance}&"
"use_proxy=True&"
"sql_proxy_use_tcp=False".format(**mysql_kwargs)
)
# MySQL: connect directly via TCP (non-SSL)
os.environ["AIRFLOW_CONN_PUBLIC_MYSQL_TCP"] = (
"gcpcloudsql://{user}:{password}@{public_ip}:{public_port}/{database}?"
"database_type=mysql&"
"project_id={project_id}&"
"location={location}&"
"instance={instance}&"
"use_proxy=False&"
"use_ssl=False".format(**mysql_kwargs)
)
# MySQL: connect directly via TCP (SSL) and with fixed Cloud Sql Proxy binary path
os.environ["AIRFLOW_CONN_PUBLIC_MYSQL_TCP_SSL"] = (
"gcpcloudsql://{user}:{password}@{public_ip}:{public_port}/{database}?"
"database_type=mysql&"
"project_id={project_id}&"
"location={location}&"
"instance={instance}&"
"use_proxy=False&"
"use_ssl=True&"
"sslcert={client_cert_file}&"
"sslkey={client_key_file}&"
"sslrootcert={server_ca_file}".format(**mysql_kwargs)
)
# Special case: MySQL: connect directly via TCP (SSL) and with fixed Cloud Sql
# Proxy binary path AND with missing project_id
os.environ["AIRFLOW_CONN_PUBLIC_MYSQL_TCP_SSL_NO_PROJECT_ID"] = (
"gcpcloudsql://{user}:{password}@{public_ip}:{public_port}/{database}?"
"database_type=mysql&"
"location={location}&"
"instance={instance}&"
"use_proxy=False&"
"use_ssl=True&"
"sslcert={client_cert_file}&"
"sslkey={client_key_file}&"
"sslrootcert={server_ca_file}".format(**mysql_kwargs)
)
# [END howto_operator_cloudsql_query_connections]
# [START howto_operator_cloudsql_query_operators]
connection_names = [
"proxy_postgres_tcp",
"proxy_postgres_socket",
"public_postgres_tcp",
"public_postgres_tcp_ssl",
"proxy_mysql_tcp",
"proxy_mysql_socket",
"public_mysql_tcp",
"public_mysql_tcp_ssl",
"public_mysql_tcp_ssl_no_project_id",
]
tasks = []
with DAG(
dag_id="example_gcp_sql_query",
start_date=datetime(2021, 1, 1),
catchup=False,
tags=["example"],
) as dag:
prev_task = None
for connection_name in connection_names:
task = CloudSQLExecuteQueryOperator(
gcp_cloudsql_conn_id=connection_name,
task_id="example_gcp_sql_task_" + connection_name,
sql=SQL,
sql_proxy_binary_path=sql_proxy_binary_path,
)
tasks.append(task)
if prev_task:
prev_task >> task
prev_task = task
# [END howto_operator_cloudsql_query_operators]