#
# 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 starts, stops and sets the machine type of a Google Compute
Engine instance.
"""
from __future__ import annotations
import os
from datetime import datetime
from airflow import models
from airflow.models.baseoperator import chain
from airflow.providers.google.cloud.operators.compute import (
ComputeEngineDeleteInstanceOperator,
ComputeEngineDeleteInstanceTemplateOperator,
ComputeEngineInsertInstanceFromTemplateOperator,
ComputeEngineInsertInstanceOperator,
ComputeEngineInsertInstanceTemplateOperator,
ComputeEngineSetMachineTypeOperator,
ComputeEngineStartInstanceOperator,
ComputeEngineStopInstanceOperator,
)
from airflow.utils.trigger_rule import TriggerRule
# [START howto_operator_gce_args_common]
[docs]ENV_ID = os.environ.get("SYSTEM_TESTS_ENV_ID")
[docs]PROJECT_ID = os.environ.get("SYSTEM_TESTS_GCP_PROJECT")
[docs]DAG_ID = "cloud_compute"
[docs]LOCATION = "europe-west1-b"
[docs]GCE_INSTANCE_NAME = "instance-compute-test"
[docs]SHORT_MACHINE_TYPE_NAME = "n1-standard-1"
[docs]TEMPLATE_NAME = "instance-template"
[docs]INSTANCE_TEMPLATE_BODY = {
"name": TEMPLATE_NAME,
"properties": {
"machine_type": SHORT_MACHINE_TYPE_NAME,
"disks": [
{
"auto_delete": True,
"boot": True,
"device_name": TEMPLATE_NAME,
"initialize_params": {
"disk_size_gb": "10",
"disk_type": "pd-balanced",
"source_image": "projects/debian-cloud/global/images/debian-11-bullseye-v20220621",
},
}
],
"network_interfaces": [{"network": "global/networks/default"}],
},
}
[docs]GCE_INSTANCE_BODY = {
"name": GCE_INSTANCE_NAME,
"machine_type": f"zones/{LOCATION}/machineTypes/{SHORT_MACHINE_TYPE_NAME}",
"disks": [
{
"boot": True,
"device_name": GCE_INSTANCE_NAME,
"initialize_params": {
"disk_size_gb": "10",
"disk_type": f"zones/{LOCATION}/diskTypes/pd-balanced",
"source_image": "projects/debian-cloud/global/images/debian-11-bullseye-v20220621",
},
}
],
"network_interfaces": [
{
"access_configs": [{"name": "External NAT", "network_tier": "PREMIUM"}],
"stack_type": "IPV4_ONLY",
"subnetwork": f"regions/{REGION}/subnetworks/default",
}
],
}
[docs]GCE_INSTANCE_FROM_TEMPLATE_BODY = {
"name": GCE_INSTANCE_NAME,
}
# [END howto_operator_gce_args_common]
with models.DAG(
DAG_ID,
schedule="@once",
start_date=datetime(2021, 1, 1),
catchup=False,
tags=["example"],
) as dag:
# [START howto_operator_gce_insert]
[docs] gce_instance_insert = ComputeEngineInsertInstanceOperator(
task_id="gcp_compute_create_instance_task",
project_id=PROJECT_ID,
zone=LOCATION,
body=GCE_INSTANCE_BODY,
)
# [END howto_operator_gce_insert]
# Duplicate start for idempotence testing
# [START howto_operator_gce_insert_no_project_id]
gce_instance_insert2 = ComputeEngineInsertInstanceOperator(
task_id="gcp_compute_create_instance_task_2",
zone=LOCATION,
body=GCE_INSTANCE_BODY,
)
# [END howto_operator_gce_insert_no_project_id]
# [START howto_operator_gce_igm_insert_template]
gce_instance_template_insert = ComputeEngineInsertInstanceTemplateOperator(
task_id="gcp_compute_create_template_task",
project_id=PROJECT_ID,
body=INSTANCE_TEMPLATE_BODY,
)
# [END howto_operator_gce_igm_insert_template]
# Added to check for idempotence
# [START howto_operator_gce_igm_insert_template_no_project_id]
gce_instance_template_insert2 = ComputeEngineInsertInstanceTemplateOperator(
task_id="gcp_compute_create_template_task_2",
body=INSTANCE_TEMPLATE_BODY,
)
# [END howto_operator_gce_igm_insert_template_no_project_id]
# [START howto_operator_gce_insert_from_template]
gce_instance_insert_from_template = ComputeEngineInsertInstanceFromTemplateOperator(
task_id="gcp_compute_create_instance_from_template_task",
project_id=PROJECT_ID,
zone=LOCATION,
body=GCE_INSTANCE_FROM_TEMPLATE_BODY,
source_instance_template=f"global/instanceTemplates/{TEMPLATE_NAME}",
)
# [END howto_operator_gce_insert_from_template]
# Duplicate start for idempotence testing
# [START howto_operator_gce_insert_from_template_no_project_id]
gce_instance_insert_from_template2 = ComputeEngineInsertInstanceFromTemplateOperator(
task_id="gcp_compute_create_instance_from_template_task_2",
zone=LOCATION,
body=GCE_INSTANCE_FROM_TEMPLATE_BODY,
source_instance_template=f"global/instanceTemplates/{TEMPLATE_NAME}",
)
# [END howto_operator_gce_insert_from_template_no_project_id]
# [START howto_operator_gce_start]
gce_instance_start = ComputeEngineStartInstanceOperator(
task_id="gcp_compute_start_task",
project_id=PROJECT_ID,
zone=LOCATION,
resource_id=GCE_INSTANCE_NAME,
)
# [END howto_operator_gce_start]
# Duplicate start for idempotence testing
# [START howto_operator_gce_start_no_project_id]
gce_instance_start2 = ComputeEngineStartInstanceOperator(
task_id="gcp_compute_start_task_2",
zone=LOCATION,
resource_id=GCE_INSTANCE_NAME,
)
# [END howto_operator_gce_start_no_project_id]
# [START howto_operator_gce_stop]
gce_instance_stop = ComputeEngineStopInstanceOperator(
task_id="gcp_compute_stop_task",
project_id=PROJECT_ID,
zone=LOCATION,
resource_id=GCE_INSTANCE_NAME,
)
# [END howto_operator_gce_stop]
gce_instance_stop.trigger_rule = TriggerRule.ALL_DONE
# Duplicate stop for idempotence testing
# [START howto_operator_gce_stop_no_project_id]
gce_instance_stop2 = ComputeEngineStopInstanceOperator(
task_id="gcp_compute_stop_task_2",
zone=LOCATION,
resource_id=GCE_INSTANCE_NAME,
)
# [END howto_operator_gce_stop_no_project_id]
gce_instance_stop2.trigger_rule = TriggerRule.ALL_DONE
# [START howto_operator_gce_set_machine_type]
gce_set_machine_type = ComputeEngineSetMachineTypeOperator(
task_id="gcp_compute_set_machine_type",
project_id=PROJECT_ID,
zone=LOCATION,
resource_id=GCE_INSTANCE_NAME,
body={"machineType": f"zones/{LOCATION}/machineTypes/{SHORT_MACHINE_TYPE_NAME}"},
)
# [END howto_operator_gce_set_machine_type]
# Duplicate set machine type for idempotence testing
# [START howto_operator_gce_set_machine_type_no_project_id]
gce_set_machine_type2 = ComputeEngineSetMachineTypeOperator(
zone=LOCATION,
resource_id=GCE_INSTANCE_NAME,
body={"machineType": f"zones/{LOCATION}/machineTypes/{SHORT_MACHINE_TYPE_NAME}"},
task_id="gcp_compute_set_machine_type_2",
)
# [END howto_operator_gce_set_machine_type_no_project_id]
# [START howto_operator_gce_delete_no_project_id]
gce_instance_delete = ComputeEngineDeleteInstanceOperator(
task_id="gcp_compute_delete_instance_task",
zone=LOCATION,
resource_id=GCE_INSTANCE_NAME,
)
# [END howto_operator_gce_delete_no_project_id]
gce_instance_delete.trigger_rule = TriggerRule.ALL_DONE
# [START howto_operator_gce_delete_no_project_id]
gce_instance_delete2 = ComputeEngineDeleteInstanceOperator(
task_id="gcp_compute_delete_instance_task_2",
zone=LOCATION,
resource_id=GCE_INSTANCE_NAME,
)
# [END howto_operator_gce_delete_no_project_id]
gce_instance_delete.trigger_rule = TriggerRule.ALL_DONE
# [START howto_operator_gce_delete_new_template_no_project_id]
gce_instance_template_delete = ComputeEngineDeleteInstanceTemplateOperator(
task_id="gcp_compute_delete_template_task",
resource_id=TEMPLATE_NAME,
)
# [END howto_operator_gce_delete_new_template_no_project_id]
gce_instance_template_delete.trigger_rule = TriggerRule.ALL_DONE
chain(
gce_instance_insert,
gce_instance_insert2,
gce_instance_delete,
gce_instance_template_insert,
gce_instance_template_insert2,
gce_instance_insert_from_template,
gce_instance_insert_from_template2,
gce_instance_start,
gce_instance_start2,
gce_instance_stop,
gce_instance_stop2,
gce_set_machine_type,
gce_set_machine_type2,
gce_instance_delete2,
gce_instance_template_delete,
)
# ### Everything below this line is not part of example ###
# ### Just for system tests purpose ###
from tests.system.utils.watcher import watcher
# This test needs watcher in order to properly mark success/failure
# when "tearDown" task with trigger rule is part of the DAG
list(dag.tasks) >> watcher()
from tests.system.utils import get_test_run # noqa: E402
# Needed to run the example DAG with pytest (see: tests/system/README.md#run_via_pytest)
[docs]test_run = get_test_run(dag)
