Github user zjffdu commented on a diff in the pull request:

    https://github.com/apache/spark/pull/17222#discussion_r114962484
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/UDFRegistration.scala ---
    @@ -475,20 +475,42 @@ class UDFRegistration private[sql] (functionRegistry: 
FunctionRegistry) extends
                 case 21 => register(name, udf.asInstanceOf[UDF20[_, _, _, _, 
_, _, _, _, _, _, _, _, _, _, _, _, _, _, _, _, _]], returnType)
                 case 22 => register(name, udf.asInstanceOf[UDF21[_, _, _, _, 
_, _, _, _, _, _, _, _, _, _, _, _, _, _, _, _, _, _]], returnType)
                 case 23 => register(name, udf.asInstanceOf[UDF22[_, _, _, _, 
_, _, _, _, _, _, _, _, _, _, _, _, _, _, _, _, _, _, _]], returnType)
    -            case n => logError(s"UDF class with ${n} type arguments is not 
supported ")
    +            case n =>
    +              throw new IOException(s"UDF class with ${n} type arguments 
is not supported.")
               }
             } catch {
               case e @ (_: InstantiationException | _: 
IllegalArgumentException) =>
    -            logError(s"Can not instantiate class ${className}, please make 
sure it has public non argument constructor")
    +            throw new IOException(s"Can not instantiate class 
${className}, please make sure it has public non argument constructor")
             }
           }
         } catch {
    -      case e: ClassNotFoundException => logError(s"Can not load class 
${className}, please make sure it is on the classpath")
    +      case e: ClassNotFoundException => throw new IOException(s"Can not 
load class ${className}, please make sure it is on the classpath")
         }
     
       }
     
       /**
    +   * Register a Java UDAF class using reflection, for use from pyspark
    +   *
    +   * @param name     UDAF name
    +   * @param className    fully qualified class name of UDAF
    +   */
    +  private[sql] def registerJavaUDAF(name: String, className: String): Unit 
= {
    --- End diff --
    
    I mean `registerJavaUDAF` in `context.py` does't have `returnType`, so here 
in scala side, I don't provide `returnType `either since this scala method is 
only used for `registerJavaUDAF` of pyspark


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