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# Copyright 2020-2023 Curtin University | ||
# | ||
# 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. | ||
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from __future__ import annotations | ||
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from typing import List, Optional | ||
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from airflow.decorators import task | ||
from airflow.exceptions import AirflowSkipException | ||
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from observatory.platform.airflow import check_variables, check_connections | ||
from observatory.platform.gcp import gcp_delete_disk, gcp_create_disk | ||
from observatory.platform.gke import gke_create_volume, gke_delete_volume | ||
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@task | ||
def check_dependencies(airflow_vars: Optional[List[str]] = None, airflow_conns: Optional[List[str]] = None, **context): | ||
"""Checks if the given Airflow Variables and Connections exist. | ||
:param airflow_vars: the Airflow Variables to check exist. | ||
:param airflow_conns: the Airflow Connections to check exist. | ||
:return: None. | ||
""" | ||
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vars_valid = True | ||
conns_valid = True | ||
if airflow_vars: | ||
vars_valid = check_variables(*airflow_vars) | ||
if airflow_conns: | ||
conns_valid = check_connections(*airflow_conns) | ||
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if not vars_valid or not conns_valid: | ||
raise AirflowSkipException("Required variables or connections are missing") | ||
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@task | ||
def gke_create_storage( | ||
project_id: str, zone: str, volume_name: str, volume_size: int, kubernetes_conn_id: str, **context | ||
): | ||
"""Create storage on a GKE cluster. | ||
:param project_id: the Google Cloud project ID. | ||
:param zone: the Google Cloud zone. | ||
:param volume_name: the name of the volume. | ||
:param volume_size: the volume size. | ||
:param kubernetes_conn_id: the Kubernetes Airflow Connection ID. | ||
:param context: the Airflow context. | ||
:return: None. | ||
""" | ||
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gcp_create_disk(project_id=project_id, zone=zone, disk_name=volume_name, disk_size_gb=volume_size) | ||
gke_create_volume(kubernetes_conn_id=kubernetes_conn_id, volume_name=volume_name, size_gi=volume_size) | ||
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@task | ||
def gke_delete_storage(project_id: str, zone: str, volume_name: str, kubernetes_conn_id: str, **context): | ||
"""Delete storage on a GKE cluster. | ||
:param project_id: the Google Cloud project ID. | ||
:param zone: the Google Cloud zone. | ||
:param volume_name: the name of the volume. | ||
:param kubernetes_conn_id: the Kubernetes Airflow Connection ID. | ||
:param context: the Airflow context. | ||
:return: None. | ||
""" | ||
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gke_delete_volume(kubernetes_conn_id=kubernetes_conn_id, volume_name=volume_name) | ||
gcp_delete_disk(project_id=project_id, zone=zone, disk_name=volume_name) |