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From "Apache Spark (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SPARK-5443) jsonRDD with schema should ignore sub-objects that are omitted in schema
Date Thu, 30 Apr 2015 08:08:06 GMT

    [ https://issues.apache.org/jira/browse/SPARK-5443?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14521098#comment-14521098
] 

Apache Spark commented on SPARK-5443:
-------------------------------------

User 'NathanHowell' has created a pull request for this issue:
https://github.com/apache/spark/pull/5801

> jsonRDD with schema should ignore sub-objects that are omitted in schema
> ------------------------------------------------------------------------
>
>                 Key: SPARK-5443
>                 URL: https://issues.apache.org/jira/browse/SPARK-5443
>             Project: Spark
>          Issue Type: New Feature
>          Components: SQL
>    Affects Versions: 1.2.0
>            Reporter: Derrick Burns
>   Original Estimate: 168h
>  Remaining Estimate: 168h
>
> Reading the code for jsonRDD, it appears that all fields of a JSON object are read into
a ROW independent of the provided schema. I would expect it to be more efficient to only store
in the ROW those fields that are explicitly included in the schema. 
> For example, assume that I only wish to extract the "id" field of a tweet.  If I provided
a schema that simply had one field within a map named "id", then the row object would only
store that field within a map.  



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