HyukjinKwon commented on a change in pull request #29188:
URL: https://github.com/apache/spark/pull/29188#discussion_r458688468



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File path: python/docs/source/_templates/class_with_docs.rst
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@@ -0,0 +1,79 @@
+..  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.
+
+
+{{ objname }}
+{{ underline }}
+
+.. currentmodule:: {{ module }}
+
+.. autoclass:: {{ objname }}
+
+    {% if '__init__' in methods %}
+      {% set caught_result = methods.remove('__init__') %}
+    {% endif %}
+
+    {% block methods_summary %}
+    {% if methods %}
+
+    .. rubric:: Methods
+
+    .. autosummary::
+    {% for item in methods %}
+       ~{{ name }}.{{ item }}
+    {%- endfor %}
+
+    {% endif %}
+    {% endblock %}
+
+    {% block attributes_summary %}
+    {% if attributes %}
+
+    .. rubric:: Attributes
+
+    .. autosummary::
+    {% for item in attributes %}
+       ~{{ name }}.{{ item }}
+    {%- endfor %}
+
+    {% endif %}
+    {% endblock %}
+
+    {% block methods_documentation %}
+    {% if methods %}
+
+    .. rubric:: Methods Documentation
+
+    {% for item in methods %}
+    .. automethod:: {{ item }}
+    {%- endfor %}
+
+    {% endif %}
+    {% endblock %}
+
+    {% block attributes_documentation %}
+    {% if attributes %}
+
+    .. rubric:: Attributes Documentation
+
+    {% for item in attributes %}
+    .. autoattribute:: {{ item }}
+    {%- endfor %}
+
+    {% endif %}
+    {% endblock %}
+

Review comment:
       This is needed to let `autusummary` plugin document the methods in a 
class. For example, when we use this template, it describes methods 
documentation on the bottom. See 
[pyspark.ml.Transformer](https://hyukjin-spark.readthedocs.io/en/stable/reference/api/pyspark.ml.Transformer.html#pyspark.ml.Transformer)
 as an example.
   
   Without this template, it only lists the methods and attributes without 
showing the documentation in details. See 
[pyspark.sql.DataFrameNaFunctions](https://hyukjin-spark.readthedocs.io/en/stable/reference/api/pyspark.sql.DataFrameNaFunctions.html#pyspark.sql.DataFrameNaFunctions)
 as an example.




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