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Add How-to guide for JDBC Operator (#11472)
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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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airflow/providers/jdbc/example_dags/example_jdbc_operator.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 DAG demonstrating the usage of the BashOperator.""" | ||
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from datetime import timedelta | ||
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from airflow import DAG | ||
from airflow.operators.dummy_operator import DummyOperator | ||
from airflow.providers.jdbc.operators.jdbc import JdbcOperator | ||
from airflow.utils.dates import days_ago | ||
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args = { | ||
'owner': 'airflow', | ||
} | ||
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with DAG( | ||
dag_id='example_jdbc_operator', | ||
default_args=args, | ||
schedule_interval='0 0 * * *', | ||
start_date=days_ago(2), | ||
dagrun_timeout=timedelta(minutes=60), | ||
tags=['example'], | ||
) as dag: | ||
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run_this_last = DummyOperator( | ||
task_id='run_this_last', | ||
dag=dag, | ||
) | ||
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# [START howto_operator_jdbc_template] | ||
delete_data = JdbcOperator( | ||
task_id='delete_data', | ||
sql='delete from my_schema.my_table where dt = {{ ds }}', | ||
jdbc_conn_id='my_jdbc_connection', | ||
autocommit=True, | ||
dag=dag, | ||
) | ||
# [END howto_operator_jdbc_template] | ||
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# [START howto_operator_jdbc] | ||
insert_data = JdbcOperator( | ||
task_id='insert_data', | ||
sql='insert into my_schema.my_table select dt, value from my_schema.source_data', | ||
jdbc_conn_id='my_jdbc_connection', | ||
autocommit=True, | ||
dag=dag, | ||
) | ||
# [END howto_operator_jdbc] | ||
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delete_data >> insert_data >> run_this_last |
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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. | ||
.. _howto/operator:JdbcOperator: | ||
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JdbcOperator | ||
============ | ||
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Java Database Connectivity (JDBC) is an application programming interface | ||
(API) for the programming language Java, which defines how a client may | ||
access a database. | ||
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.. contents:: | ||
:depth: 1 | ||
:local: | ||
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Prerequisite Tasks | ||
^^^^^^^^^^^^^^^^^^ | ||
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To use this operator you need: | ||
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* Install the python module jaydebeapi: | ||
.. code-block:: bash | ||
pip install jaydebeapi | ||
* Install a `JVM <https://adoptopenjdk.net/installation.html>`_ and | ||
add a ``JAVA_HOME`` env variable. | ||
* Have the JDBC driver for your database installed. | ||
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Once these prerequisites are satisfied you should be able to run | ||
this Python snippet (replacing the variables values with the ones | ||
related to your driver). | ||
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Other error messages will inform you in case the ``jaydebeapi`` module | ||
is missing or the driver is not available. A ``Connection Refused`` | ||
error means that the connection string is pointing to host where no | ||
database is listening for new connections. | ||
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.. code-block:: python | ||
import apache-airflow[jdbc] | ||
driver_class = "com.exasol.jdbc.EXADriver" | ||
driver_path = "/opt/airflow/drivers/exasol/EXASolution_JDBC-7.0.2/exajdbc.jar" | ||
connection_url = "jdbc:exa:localhost" | ||
credentials = ["", ""] | ||
conn = jaydebeapi.connect(driver_class, | ||
connection_url, | ||
credentials, | ||
driver_path,) | ||
Usage | ||
^^^^^ | ||
Use the :class:`~airflow.providers.jdbc.operators.jdbc` to execute | ||
commands against a database (or data storage) accessible via a JDBC driver. | ||
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The :doc:`JDBC Connection </howto/connection/jdbc>` must be passed as | ||
``jdbc_conn_id``. | ||
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.. exampleinclude:: /../airflow/providers/jdbc/example_dags/example_jdbc_operator.py | ||
:language: python | ||
:start-after: [START howto_operator_jdbc] | ||
:end-before: [END howto_operator_jdbc] | ||
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The parameter ``sql`` can receive a string or a list of strings. | ||
Each string can be an SQL statement or a reference to a template file. | ||
Template reference are recognized by ending in '.sql'. | ||
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The parameter ``autocommit`` if set to ``True`` will execute a commit after | ||
each command (default is ``False``) | ||
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Templating | ||
---------- | ||
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You can use :ref:`Jinja templates <jinja-templating>` to parameterize | ||
``sql``. | ||
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.. exampleinclude:: /../airflow/providers/jdbc/example_dags/example_jdbc_operator.py | ||
:language: python | ||
:start-after: [START howto_operator_jdbc_template] | ||
:end-before: [END howto_operator_jdbc_template] |
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