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Posted to issues@spark.apache.org by "Daniel Barclay (JIRA)" <ji...@apache.org> on 2016/07/26 21:12:20 UTC

[jira] [Created] (SPARK-16743) converter and access code out of sync: createDataFrame on RDD[Option[C]] fails with MatchError

Daniel Barclay created SPARK-16743:
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             Summary: converter and access code out of sync: createDataFrame on RDD[Option[C]] fails with MatchError
                 Key: SPARK-16743
                 URL: https://issues.apache.org/jira/browse/SPARK-16743
             Project: Spark
          Issue Type: Bug
    Affects Versions: 1.6.2, 1.6.1
            Reporter: Daniel Barclay


Calling {{SqlContext}}'s {{createDataFrame}} on an RDD of type {{RDD\[Option\[SomeUserClass]]}} leads to an internal error.

For example, if the first field of {{SomeUserClass}} is of type {{String}}, evaluating the RDD yields a {{MatchError}} referring an instance of {{SomeUserClass}} in  {{org.apache.spark.sql.catalyst.CatalystTypeConverters$StringConverter$.toCatalystImpl}} (which should have been passed only certain kinds of representations of strings).

The problem seems to be in {{ExistingRDD.scala}}'s {{RDDConversions.productToRowAdd(...)}}:

It has a list of converters that reflects the list of members of {{SomeUserClass}} (looking past the {{Option}} part of the RDD record type {{Option\[SomeUserClass]}}).

However, the data-access code ({{r.productElement\(i)}}) does not seem to look past the {{Option}} part correspondingly.  (It does not seem to also traverse from the Some instance to the {{SomeUserClass)}}.)

Therefore, it ends up passing the instance of {{SomeUserClass}} to the converter intended for the first member field of {{SomeUserClass}} (e.g., a String converter), yielding an internal error.

(If {{RDD\[Option\[...]]}} doesn't make sense in the first place, it should be rejected with a "conscious" error rather than failing with an internal inconsistency.) 



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