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Google Cloud Composer opearators (#21251)
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Łukasz Wyszomirski committed Feb 11, 2022
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163 changes: 163 additions & 0 deletions airflow/providers/google/cloud/example_dags/example_cloud_composer.py
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#
# 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.

import os
from datetime import datetime

from airflow import models
from airflow.models.baseoperator import chain
from airflow.providers.google.cloud.operators.cloud_composer import (
CloudComposerCreateEnvironmentOperator,
CloudComposerDeleteEnvironmentOperator,
CloudComposerGetEnvironmentOperator,
CloudComposerListEnvironmentsOperator,
CloudComposerListImageVersionsOperator,
CloudComposerUpdateEnvironmentOperator,
)

PROJECT_ID = os.environ.get("GCP_PROJECT_ID", "<PROJECT_ID>")
REGION = os.environ.get("GCP_REGION", "<REGION>")

# [START howto_operator_composer_simple_environment]
ENVIRONMENT_ID = os.environ.get("ENVIRONMENT_ID", "ENVIRONMENT_ID>")
ENVIRONMENT = {
"config": {
"node_count": 3,
"software_config": {"image_version": "composer-1.17.7-airflow-2.1.4"},
}
}
# [END howto_operator_composer_simple_environment]

# [START howto_operator_composer_update_environment]
UPDATED_ENVIRONMENT = {
"labels": {
"label1": "testing",
}
}
UPDATE_MASK = {"paths": ["labels.label1"]}
# [END howto_operator_composer_update_environment]


with models.DAG(
"composer_dag1",
schedule_interval="@once", # Override to match your needs
start_date=datetime(2021, 1, 1),
catchup=False,
tags=['example'],
) as dag:
# [START howto_operator_composer_image_list]
image_versions = CloudComposerListImageVersionsOperator(
task_id="image_versions",
project_id=PROJECT_ID,
region=REGION,
)
# [END howto_operator_composer_image_list]

# [START howto_operator_create_composer_environment]
create_env = CloudComposerCreateEnvironmentOperator(
task_id="create_env",
project_id=PROJECT_ID,
region=REGION,
environment_id=ENVIRONMENT_ID,
environment=ENVIRONMENT,
)
# [END howto_operator_create_composer_environment]

# [START howto_operator_list_composer_environments]
list_envs = CloudComposerListEnvironmentsOperator(
task_id="list_envs", project_id=PROJECT_ID, region=REGION
)
# [END howto_operator_list_composer_environments]

# [START howto_operator_get_composer_environment]
get_env = CloudComposerGetEnvironmentOperator(
task_id="get_env",
project_id=PROJECT_ID,
region=REGION,
environment_id=ENVIRONMENT_ID,
)
# [END howto_operator_get_composer_environment]

# [START howto_operator_update_composer_environment]
update_env = CloudComposerUpdateEnvironmentOperator(
task_id="update_env",
project_id=PROJECT_ID,
region=REGION,
environment_id=ENVIRONMENT_ID,
update_mask=UPDATE_MASK,
environment=UPDATED_ENVIRONMENT,
)
# [END howto_operator_update_composer_environment]

# [START howto_operator_delete_composer_environment]
delete_env = CloudComposerDeleteEnvironmentOperator(
task_id="delete_env",
project_id=PROJECT_ID,
region=REGION,
environment_id=ENVIRONMENT_ID,
)
# [END howto_operator_delete_composer_environment]

chain(image_versions, create_env, list_envs, get_env, update_env, delete_env)


with models.DAG(
"composer_dag_deferrable1",
schedule_interval="@once", # Override to match your needs
start_date=datetime(2021, 1, 1),
catchup=False,
tags=['example'],
) as defer_dag:
# [START howto_operator_create_composer_environment_deferrable_mode]
defer_create_env = CloudComposerCreateEnvironmentOperator(
task_id="defer_create_env",
project_id=PROJECT_ID,
region=REGION,
environment_id=ENVIRONMENT_ID,
environment=ENVIRONMENT,
deferrable=True,
)
# [END howto_operator_create_composer_environment_deferrable_mode]

# [START howto_operator_update_composer_environment_deferrable_mode]
defer_update_env = CloudComposerUpdateEnvironmentOperator(
task_id="defer_update_env",
project_id=PROJECT_ID,
region=REGION,
environment_id=ENVIRONMENT_ID,
update_mask=UPDATE_MASK,
environment=UPDATED_ENVIRONMENT,
deferrable=True,
)
# [END howto_operator_update_composer_environment_deferrable_mode]

# [START howto_operator_delete_composer_environment_deferrable_mode]
defer_delete_env = CloudComposerDeleteEnvironmentOperator(
task_id="defer_delete_env",
project_id=PROJECT_ID,
region=REGION,
environment_id=ENVIRONMENT_ID,
deferrable=True,
)
# [END howto_operator_delete_composer_environment_deferrable_mode]

chain(
defer_create_env,
defer_update_env,
defer_delete_env,
)

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