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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. | ||
""" | ||
This is an example DAG for the use of the SqliteOperator. | ||
In this example, we create two tasks that execute in sequence. | ||
The first task calls an sql command, defined in the SQLite operator, | ||
which when triggered, is performed on the connected sqlite database. | ||
The second task is similar but instead calls the SQL command from an external file. | ||
""" | ||
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import os | ||
from datetime import datetime | ||
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from airflow import DAG | ||
from airflow.providers.sqlite.hooks.sqlite import SqliteHook | ||
from airflow.providers.sqlite.operators.sqlite import SqliteOperator | ||
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ENV_ID = os.environ.get("SYSTEM_TESTS_ENV_ID") | ||
DAG_ID = "example_sqlite" | ||
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with DAG( | ||
dag_id=DAG_ID, | ||
schedule_interval='@daily', | ||
start_date=datetime(2021, 1, 1), | ||
tags=['example'], | ||
catchup=False, | ||
) as dag: | ||
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# [START howto_operator_sqlite] | ||
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# Example of creating a task that calls a common CREATE TABLE sql command. | ||
create_table_sqlite_task = SqliteOperator( | ||
task_id='create_table_sqlite', | ||
sql=r""" | ||
CREATE TABLE Customers ( | ||
customer_id INT PRIMARY KEY, | ||
first_name TEXT, | ||
last_name TEXT | ||
); | ||
""", | ||
) | ||
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# [END howto_operator_sqlite] | ||
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@dag.task(task_id="insert_sqlite_task") | ||
def insert_sqlite_hook(): | ||
sqlite_hook = SqliteHook() | ||
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rows = [('James', '11'), ('James', '22'), ('James', '33')] | ||
target_fields = ['first_name', 'last_name'] | ||
sqlite_hook.insert_rows(table='Customers', rows=rows, target_fields=target_fields) | ||
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@dag.task(task_id="replace_sqlite_task") | ||
def replace_sqlite_hook(): | ||
sqlite_hook = SqliteHook() | ||
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rows = [('James', '11'), ('James', '22'), ('James', '33')] | ||
target_fields = ['first_name', 'last_name'] | ||
sqlite_hook.insert_rows(table='Customers', rows=rows, target_fields=target_fields, replace=True) | ||
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# [START howto_operator_sqlite_external_file] | ||
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# Example of creating a task that calls an sql command from an external file. | ||
external_create_table_sqlite_task = SqliteOperator( | ||
task_id='create_table_sqlite_external_file', | ||
sql='create_table.sql', | ||
) | ||
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# [END howto_operator_sqlite_external_file] | ||
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( | ||
create_table_sqlite_task | ||
>> external_create_table_sqlite_task | ||
>> insert_sqlite_hook() | ||
>> replace_sqlite_hook() | ||
) | ||
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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) |