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tests/system/providers/elasticsearch/example_elasticsearch_query.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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""" | ||
Example Airflow DAG for Elasticsearch Query. | ||
""" | ||
import os | ||
from datetime import datetime | ||
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from airflow import models | ||
from airflow.decorators import task | ||
from airflow.providers.elasticsearch.hooks.elasticsearch import ElasticsearchHook | ||
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ENV_ID = os.environ.get("SYSTEM_TESTS_ENV_ID") | ||
DAG_ID = 'elasticsearch_dag' | ||
CONN_ID = 'elasticsearch_default' | ||
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@task(task_id='es_print_tables') | ||
def show_tables(): | ||
""" | ||
show_tables queries elasticsearch to list available tables | ||
""" | ||
# [START howto_elasticsearch_query] | ||
es = ElasticsearchHook(elasticsearch_conn_id=CONN_ID) | ||
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# Handle ES conn with context manager | ||
with es.get_conn() as es_conn: | ||
tables = es_conn.execute('SHOW TABLES') | ||
for table, *_ in tables: | ||
print(f"table: {table}") | ||
return True | ||
# [END howto_elasticsearch_query] | ||
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with models.DAG( | ||
DAG_ID, | ||
schedule_interval="@once", | ||
start_date=datetime(2021, 1, 1), | ||
catchup=False, | ||
tags=["example", "elasticsearch"], | ||
) as dag: | ||
execute_query = show_tables() | ||
( | ||
# TEST BODY | ||
execute_query | ||
) | ||
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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) |
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