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Posted to issues@spark.apache.org by "Hyukjin Kwon (JIRA)" <ji...@apache.org> on 2019/05/21 05:35:33 UTC

[jira] [Updated] (SPARK-4782) Add inferSchema support for RDD[Map[String, Any]]

     [ https://issues.apache.org/jira/browse/SPARK-4782?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Hyukjin Kwon updated SPARK-4782:
--------------------------------
    Labels: bulk-closed  (was: )

> Add inferSchema support for RDD[Map[String, Any]]
> -------------------------------------------------
>
>                 Key: SPARK-4782
>                 URL: https://issues.apache.org/jira/browse/SPARK-4782
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>            Reporter: Jianshi Huang
>            Priority: Minor
>              Labels: bulk-closed
>
> The best way to convert RDD[Map[String, Any]] to SchemaRDD currently seems to be converting each Map to JSON String first and use JsonRDD.inferSchema on it.
> It's very inefficient.
> Instead of JsonRDD, RDD[Map[String, Any]] is a better common denominator for Schemaless data as adding Map like interface to any serialization format is easy.
> So please add inferSchema support to RDD[Map[String, Any]]. *Then for any new serialization format we want to support, we just need to add a Map interface wrapper to it*
> Jianshi



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