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Posted to issues@spark.apache.org by "Drew Robb (JIRA)" <ji...@apache.org> on 2017/07/31 19:10:00 UTC
[jira] [Commented] (SPARK-8288) ScalaReflection should also try
apply methods defined in companion objects when inferring schema from a
Product type
[ https://issues.apache.org/jira/browse/SPARK-8288?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16107798#comment-16107798 ]
Drew Robb commented on SPARK-8288:
----------------------------------
I opened a PR for this issue, not sure why the bot didn't pick it up? https://github.com/apache/spark/pull/18766
> ScalaReflection should also try apply methods defined in companion objects when inferring schema from a Product type
> --------------------------------------------------------------------------------------------------------------------
>
> Key: SPARK-8288
> URL: https://issues.apache.org/jira/browse/SPARK-8288
> Project: Spark
> Issue Type: Improvement
> Components: SQL
> Affects Versions: 1.4.0
> Reporter: Cheng Lian
>
> This ticket is derived from PARQUET-293 (which actually describes a Spark SQL issue).
> My comment on that issue quoted below:
> {quote}
> ... The reason of this exception is that, the Scala code Scrooge generates is actually a trait extending {{Product}}:
> {code}
> trait Junk
> extends ThriftStruct
> with scala.Product2[Long, String]
> with java.io.Serializable
> {code}
> while Spark expects a case class, something like:
> {code}
> case class Junk(junkID: Long, junkString: String)
> {code}
> The key difference here is that the latter case class version has a constructor whose arguments can be transformed into fields of the DataFrame schema. The exception was thrown because Spark can't find such a constructor from trait {{Junk}}.
> {quote}
> We can make {{ScalaReflection}} try {{apply}} methods in companion objects, so that trait types generated by Scrooge can also be used for Spark SQL schema inference.
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