Yin Huai created SPARK-8572:
-------------------------------

             Summary: Type coercion for ScalaUDFs
                 Key: SPARK-8572
                 URL: https://issues.apache.org/jira/browse/SPARK-8572
             Project: Spark
          Issue Type: Bug
          Components: SQL
            Reporter: Yin Huai
            Priority: Critical


Seems we do not do type coercion for ScalaUDFs. The following code will hit a 
runtime exception.
{code}
import org.apache.spark.sql.functions._
val myUDF = udf((x: Int) => x + 1)
val df = sqlContext.range(1, 10).toDF("i").select(myUDF($"i"))
df.explain(true)
df.show
{code}
It is also good to check if we do type coercion for PythonUDFs.



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