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Posted to issues@spark.apache.org by "Michael Armbrust (JIRA)" <ji...@apache.org> on 2014/11/21 00:25:33 UTC

[jira] [Created] (SPARK-4523) Improve handling of serialized schema information

Michael Armbrust created SPARK-4523:
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             Summary: Improve handling of serialized schema information
                 Key: SPARK-4523
                 URL: https://issues.apache.org/jira/browse/SPARK-4523
             Project: Spark
          Issue Type: Bug
          Components: SQL
            Reporter: Michael Armbrust
            Priority: Blocker


There are several issues with our current handling of metadata serialization, which is especially troublesome since this is the only place that we persist information directly using Spark SQL.  Moving forward we should do the following:

 - Relax the parsing so that it does not fail when optional fields are missing (i.e. containsNull or metadata)
 - Include a regression suite that attempts to read old parquet files written by previous versions of Spark SQL.
 - Provide better warning messages when various forms of parsing fail (I think that it is silent right now which makes tracking down bugs more difficult than it needs to be).
 - Deprecate (display a warning) when reading data with the old case class schema representation and eventually remove it.



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