compute_igm

Example Airflow DAG that uses IGM-type compute operations: * copy of Instance Template * update template in Instance Group Manager

Compute


Providers:

Run this DAG

1. Install Astronomer CLISkip if you already have the CLI

2. Initate the project:

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:

#
# 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 uses IGM-type compute operations:
* copy of Instance Template
* update template in Instance Group Manager
This DAG relies on the following OS environment variables
* GCP_PROJECT_ID - the Google Cloud project where the Compute Engine instance exists
* GCE_ZONE - the zone where the Compute Engine instance exists
Variables for copy template operator:
* GCE_TEMPLATE_NAME - name of the template to copy
* GCE_NEW_TEMPLATE_NAME - name of the new template
* GCE_NEW_DESCRIPTION - description added to the template
Variables for update template in Group Manager:
* GCE_INSTANCE_GROUP_MANAGER_NAME - name of the Instance Group Manager
* SOURCE_TEMPLATE_URL - url of the template to replace in the Instance Group Manager
* DESTINATION_TEMPLATE_URL - url of the new template to set in the Instance Group Manager
"""
import os
from airflow import models
from airflow.providers.google.cloud.operators.compute import (
ComputeEngineCopyInstanceTemplateOperator,
ComputeEngineInstanceGroupUpdateManagerTemplateOperator,
)
from airflow.utils.dates import days_ago
GCP_PROJECT_ID = os.environ.get('GCP_PROJECT_ID', 'example-project')
GCE_ZONE = os.environ.get('GCE_ZONE', 'europe-west1-b')
# [START howto_operator_compute_template_copy_args]
GCE_TEMPLATE_NAME = os.environ.get('GCE_TEMPLATE_NAME', 'instance-template-test')
GCE_NEW_TEMPLATE_NAME = os.environ.get('GCE_NEW_TEMPLATE_NAME', 'instance-template-test-new')
GCE_NEW_DESCRIPTION = os.environ.get('GCE_NEW_DESCRIPTION', 'Test new description')
GCE_INSTANCE_TEMPLATE_BODY_UPDATE = {
"name": GCE_NEW_TEMPLATE_NAME,
"description": GCE_NEW_DESCRIPTION,
"properties": {"machineType": "n1-standard-2"},
}
# [END howto_operator_compute_template_copy_args]
# [START howto_operator_compute_igm_update_template_args]
GCE_INSTANCE_GROUP_MANAGER_NAME = os.environ.get('GCE_INSTANCE_GROUP_MANAGER_NAME', 'instance-group-test')
SOURCE_TEMPLATE_URL = os.environ.get(
'SOURCE_TEMPLATE_URL',
"https://www.googleapis.com/compute/beta/projects/"
+ GCP_PROJECT_ID
+ "/global/instanceTemplates/instance-template-test",
)
DESTINATION_TEMPLATE_URL = os.environ.get(
'DESTINATION_TEMPLATE_URL',
"https://www.googleapis.com/compute/beta/projects/"
+ GCP_PROJECT_ID
+ "/global/instanceTemplates/"
+ GCE_NEW_TEMPLATE_NAME,
)
UPDATE_POLICY = {
"type": "OPPORTUNISTIC",
"minimalAction": "RESTART",
"maxSurge": {"fixed": 1},
"minReadySec": 1800,
}
# [END howto_operator_compute_igm_update_template_args]
with models.DAG(
'example_gcp_compute_igm',
schedule_interval=None, # Override to match your needs
start_date=days_ago(1),
tags=['example'],
) as dag:
# [START howto_operator_gce_igm_copy_template]
gce_instance_template_copy = ComputeEngineCopyInstanceTemplateOperator(
project_id=GCP_PROJECT_ID,
resource_id=GCE_TEMPLATE_NAME,
body_patch=GCE_INSTANCE_TEMPLATE_BODY_UPDATE,
task_id='gcp_compute_igm_copy_template_task',
)
# [END howto_operator_gce_igm_copy_template]
# Added to check for idempotence
# [START howto_operator_gce_igm_copy_template_no_project_id]
gce_instance_template_copy2 = ComputeEngineCopyInstanceTemplateOperator(
resource_id=GCE_TEMPLATE_NAME,
body_patch=GCE_INSTANCE_TEMPLATE_BODY_UPDATE,
task_id='gcp_compute_igm_copy_template_task_2',
)
# [END howto_operator_gce_igm_copy_template_no_project_id]
# [START howto_operator_gce_igm_update_template]
gce_instance_group_manager_update_template = ComputeEngineInstanceGroupUpdateManagerTemplateOperator(
project_id=GCP_PROJECT_ID,
resource_id=GCE_INSTANCE_GROUP_MANAGER_NAME,
zone=GCE_ZONE,
source_template=SOURCE_TEMPLATE_URL,
destination_template=DESTINATION_TEMPLATE_URL,
update_policy=UPDATE_POLICY,
task_id='gcp_compute_igm_group_manager_update_template',
)
# [END howto_operator_gce_igm_update_template]
# Added to check for idempotence (and without UPDATE_POLICY)
# [START howto_operator_gce_igm_update_template_no_project_id]
gce_instance_group_manager_update_template2 = ComputeEngineInstanceGroupUpdateManagerTemplateOperator(
resource_id=GCE_INSTANCE_GROUP_MANAGER_NAME,
zone=GCE_ZONE,
source_template=SOURCE_TEMPLATE_URL,
destination_template=DESTINATION_TEMPLATE_URL,
task_id='gcp_compute_igm_group_manager_update_template_2',
)
# [END howto_operator_gce_igm_update_template_no_project_id]
gce_instance_template_copy >> gce_instance_template_copy2 >> gce_instance_group_manager_update_template
gce_instance_group_manager_update_template >> gce_instance_group_manager_update_template2