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

    https://github.com/apache/spark/pull/15659#discussion_r85685534
  
    --- Diff: docs/index.md ---
    @@ -14,7 +14,9 @@ It also supports a rich set of higher-level tools 
including [Spark SQL](sql-prog
     
     Get Spark from the [downloads 
page](http://spark.apache.org/downloads.html) of the project website. This 
documentation is for Spark version {{site.SPARK_VERSION}}. Spark uses Hadoop's 
client libraries for HDFS and YARN. Downloads are pre-packaged for a handful of 
popular Hadoop versions.
     Users can also download a "Hadoop free" binary and run Spark with any 
Hadoop version
    -[by augmenting Spark's classpath](hadoop-provided.html). 
    +[by augmenting Spark's classpath](hadoop-provided.html).
    +Scala and Java users can include Spark in their projects using it's maven 
cooridnates and in the future Python users can also install Spark from PyPI.
    --- End diff --
    
    nit: not very sure, but it's seems to be its?


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