Github user yinxusen commented on a diff in the pull request:

    https://github.com/apache/spark/pull/9735#discussion_r44926012
  
    --- Diff: docs/ml-features.md ---
    @@ -53,7 +53,24 @@ Refer to the [HashingTF Java 
docs](api/java/org/apache/spark/ml/feature/HashingT
     Refer to the [HashingTF Python 
docs](api/python/pyspark.ml.html#pyspark.ml.feature.HashingTF) and
     the [IDF Python docs](api/python/pyspark.ml.html#pyspark.ml.feature.IDF) 
for more details on the API.
     
    -{% include_example python/ml/tf_idf_example.py %}
    --- End diff --
    
    Here do not change the example imported by `include_example` to raw code 
back. The JIRA issue aims to change all raw code snippts with `include_example`.


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