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Add How-to guide for JDBC Operator (#11472)
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francescomucio committed Oct 29, 2020
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16 changes: 16 additions & 0 deletions airflow/providers/jdbc/example_dags/__init__.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.
66 changes: 66 additions & 0 deletions 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.

"""Example DAG demonstrating the usage of the BashOperator."""

from datetime import timedelta

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

args = {
'owner': 'airflow',
}

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:

run_this_last = DummyOperator(
task_id='run_this_last',
dag=dag,
)

# [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]

# [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]

delete_data >> insert_data >> run_this_last
2 changes: 2 additions & 0 deletions docs/howto/connection/jdbc.rst
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specific language governing permissions and limitations
under the License.
.. _howto/connection:jdbc:

JDBC connection
===============

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1 change: 1 addition & 0 deletions docs/howto/operator/index.rst
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dingding
google/index
http
jdbc
kubernetes
microsoft/index
papermill
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97 changes: 97 additions & 0 deletions docs/howto/operator/jdbc.rst
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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:

JdbcOperator
============

Java Database Connectivity (JDBC) is an application programming interface
(API) for the programming language Java, which defines how a client may
access a database.

.. contents::
:depth: 1
:local:

Prerequisite Tasks
^^^^^^^^^^^^^^^^^^

To use this operator you need:

* 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.

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).

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.

.. 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.

The :doc:`JDBC Connection </howto/connection/jdbc>` must be passed as
``jdbc_conn_id``.

.. exampleinclude:: /../airflow/providers/jdbc/example_dags/example_jdbc_operator.py
:language: python
:start-after: [START howto_operator_jdbc]
:end-before: [END howto_operator_jdbc]

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'.

The parameter ``autocommit`` if set to ``True`` will execute a commit after
each command (default is ``False``)

Templating
----------

You can use :ref:`Jinja templates <jinja-templating>` to parameterize
``sql``.

.. 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]
2 changes: 1 addition & 1 deletion docs/operators-and-hooks-ref.rst
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- :mod:`airflow.providers.imap.sensors.imap_attachment`

* - `Java Database Connectivity (JDBC) <https://docs.oracle.com/javase/8/docs/technotes/guides/jdbc/>`__
-
- :doc:`How to use <howto/operator/jdbc>`
- :mod:`airflow.providers.jdbc.hooks.jdbc`
- :mod:`airflow.providers.jdbc.operators.jdbc`
-
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