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AIP-47 - Migrate kylin DAGs to new design apache#22439
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airflow/providers/apache/kylin/example_dags/example_kylin_dag.py
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tests/system/providers/apache/kylin/example_kylin_dag.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. | ||
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""" | ||
This is an example DAG which uses the KylinCubeOperator. | ||
The tasks below include kylin build, refresh, merge operation. | ||
""" | ||
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import os | ||
from datetime import datetime | ||
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from airflow import DAG | ||
from airflow.providers.apache.kylin.operators.kylin_cube import KylinCubeOperator | ||
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ENV_ID = os.environ.get("SYSTEM_TESTS_ENV_ID") | ||
DAG_ID = "example_kylin_operator" | ||
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with DAG( | ||
dag_id=DAG_ID, | ||
schedule_interval=None, | ||
start_date=datetime(2021, 1, 1), | ||
catchup=False, | ||
default_args={'project': 'learn_kylin', 'cube': 'kylin_sales_cube'}, | ||
tags=['example'], | ||
) as dag: | ||
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@dag.task | ||
def gen_build_time(): | ||
""" | ||
Gen build time and push to XCom (with key of "return_value") | ||
:return: A dict with build time values. | ||
""" | ||
return {'date_start': '1325347200000', 'date_end': '1325433600000'} | ||
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gen_build_time_task = gen_build_time() | ||
gen_build_time_output_date_start = gen_build_time_task['date_start'] | ||
gen_build_time_output_date_end = gen_build_time_task['date_end'] | ||
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build_task1 = KylinCubeOperator( | ||
task_id="kylin_build_1", | ||
command='build', | ||
start_time=gen_build_time_output_date_start, | ||
end_time=gen_build_time_output_date_end, | ||
is_track_job=True, | ||
) | ||
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build_task2 = KylinCubeOperator( | ||
task_id="kylin_build_2", | ||
command='build', | ||
start_time=gen_build_time_output_date_end, | ||
end_time='1325520000000', | ||
is_track_job=True, | ||
) | ||
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refresh_task1 = KylinCubeOperator( | ||
task_id="kylin_refresh_1", | ||
command='refresh', | ||
start_time=gen_build_time_output_date_start, | ||
end_time=gen_build_time_output_date_end, | ||
is_track_job=True, | ||
) | ||
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merge_task = KylinCubeOperator( | ||
task_id="kylin_merge", | ||
command='merge', | ||
start_time=gen_build_time_output_date_start, | ||
end_time='1325520000000', | ||
is_track_job=True, | ||
) | ||
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disable_task = KylinCubeOperator( | ||
task_id="kylin_disable", | ||
command='disable', | ||
) | ||
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purge_task = KylinCubeOperator( | ||
task_id="kylin_purge", | ||
command='purge', | ||
) | ||
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build_task3 = KylinCubeOperator( | ||
task_id="kylin_build_3", | ||
command='build', | ||
start_time=gen_build_time_output_date_end, | ||
end_time='1328730000000', | ||
) | ||
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build_task1 >> build_task2 >> refresh_task1 >> merge_task >> disable_task >> purge_task >> build_task3 | ||
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# Task dependency created via `XComArgs`: | ||
# gen_build_time >> build_task1 | ||
# gen_build_time >> build_task2 | ||
# gen_build_time >> refresh_task1 | ||
# gen_build_time >> merge_task | ||
# gen_build_time >> build_task3 | ||
from tests.system.utils.watcher import watcher | ||
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# 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() | ||
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from tests.system.utils import get_test_run # noqa: E402 | ||
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# Needed to run the example DAG with pytest (see: tests/system/README.md#run_via_pytest) | ||
test_run = get_test_run(dag) |