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https://issues.apache.org/jira/browse/SPARK-3047?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Josh Rosen resolved SPARK-3047.
-------------------------------
       Resolution: Fixed
    Fix Version/s: 1.2.0

Issue resolved by pull request 1951
[https://github.com/apache/spark/pull/1951]

> add an option to use str in textFileRDD()
> -----------------------------------------
>
>                 Key: SPARK-3047
>                 URL: https://issues.apache.org/jira/browse/SPARK-3047
>             Project: Spark
>          Issue Type: Improvement
>            Reporter: Davies Liu
>            Assignee: Davies Liu
>             Fix For: 1.2.0
>
>
> In Python 2.x, most of the string are bytearray, it's more efficient then 
> unicode (both cpu and memory).
> UTF-8 is the default encoding.
> After disable decode from utf8 into unicode in UTF8Deserializer, the total 
> time for wc job is reduce by 32% (from 2m17s to 1m34s).
> We also could add argument unicode=False to textFile().



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