josh-fell commented on code in PR #23428:
URL: https://github.com/apache/airflow/pull/23428#discussion_r864427978
##########
docs/apache-airflow-providers-amazon/operators/athena.rst:
##########
@@ -16,42 +16,56 @@
under the License.
-.. _howto/operator:AthenaOperator:
-
-Amazon Athena Operator
-======================
+Amazon Athena Operators
+=======================
-.. contents::
- :depth: 1
- :local:
+`Amazon Athena <https://aws.amazon.com/athena/>`__ is an interactive query
service
+that makes it easy to analyze data in Amazon Simple Storage Service (S3) using
+standard SQL. Athena is serverless, so there is no infrastructure to setup or
+manage, and you pay only for the queries you run. To get started, simply point
+to your data in S3, define the schema, and start querying using standard SQL.
Prerequisite Tasks
-------------------
+^^^^^^^^^^^^^^^^^^
.. include:: _partials/prerequisite_tasks.rst
-Using Operator
---------------
-Use the
-:class:`~airflow.providers.amazon.aws.operators.athena.AthenaOperator`
-to run a query in Amazon Athena. To get started with Amazon Athena please
visit
-`aws.amazon.com/athena <https://aws.amazon.com/athena>`_
+.. _howto/operator:AthenaOperator:
+
+Athena Operator
+^^^^^^^^^^^^^^^
-In the following example, we create an Athena table and run a query based upon
a CSV file
-created in an S3 bucket and populated with SAMPLE_DATA. The example waits for
the query
-to complete and then drops the created table and deletes the sample CSV file
in the S3
-bucket.
+Use the :class:`~airflow.providers.amazon.aws.operators.athena.AthenaOperator`
+to run a query in Amazon Athena.
+
+
+In the following example, we query an existing Athena table and send the
results to
+an existing Amazon S3 bucket. For more examples of how to use this operator,
please
+see the `Sample DAG
<https://github.com/apache/airflow/blob/main/airflow/providers/amazon/aws/example_dags/example_athena.py>`__.
.. exampleinclude::
/../../airflow/providers/amazon/aws/example_dags/example_athena.py
:language: python
- :start-after: [START howto_athena_operator_and_sensor]
- :end-before: [END howto_athena_operator_and_sensor]
+ :start-after: [START howto_athena_operator]
+ :end-before: [END howto_athena_operator]
+
+.. _howto/operator:AthenaSensor:
+
+Athena Sensor
+^^^^^^^^^^^^^
+
+Use the :class:`~airflow.providers.amazon.aws.sensors.athena.AthenaSensor`
+to wait for the results of a query in Amazon Athena.
+
+.. exampleinclude::
/../../airflow/providers/amazon/aws/example_dags/example_athena.py
+ :language: python
+ :start-after: [START howto_athena_sensor]
+ :end-before: [END howto_athena_sensor]
Review Comment:
```suggestion
:dedent: 4
:start-after: [START howto_athena_sensor]
:end-before: [END howto_athena_sensor]
```
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