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Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@

package org.apache.spark.sql.catalyst.expressions

import org.apache.spark.SparkException
import org.apache.spark.sql.catalyst.{CatalystTypeConverters, InternalRow}
import org.apache.spark.sql.catalyst.expressions.codegen._
import org.apache.spark.sql.types.DataType
Expand Down Expand Up @@ -994,20 +995,15 @@ case class ScalaUDF(
ctx: CodegenContext,
ev: ExprCode): ExprCode = {

ctx.references += this

val scalaUDFClassName = classOf[ScalaUDF].getName
val scalaUDF = ctx.addReferenceObj("scalaUDF", this)
val converterClassName = classOf[Any => Any].getName
val typeConvertersClassName = CatalystTypeConverters.getClass.getName + ".MODULE$"
val expressionClassName = classOf[Expression].getName

// Generate codes used to convert the returned value of user-defined functions to Catalyst type
val catalystConverterTerm = ctx.freshName("catalystConverter")
val catalystConverterTermIdx = ctx.references.size - 1
ctx.addMutableState(converterClassName, catalystConverterTerm,
s"this.$catalystConverterTerm = ($converterClassName)$typeConvertersClassName" +
s".createToCatalystConverter((($scalaUDFClassName)references" +
s"[$catalystConverterTermIdx]).dataType());")
s".createToCatalystConverter($scalaUDF.dataType());")

val resultTerm = ctx.freshName("result")

Expand All @@ -1019,10 +1015,8 @@ case class ScalaUDF(
val funcClassName = s"scala.Function${children.size}"

val funcTerm = ctx.freshName("udf")
val funcExpressionIdx = ctx.references.size - 1
ctx.addMutableState(funcClassName, funcTerm,
s"this.$funcTerm = ($funcClassName)((($scalaUDFClassName)references" +
s"[$funcExpressionIdx]).userDefinedFunc());")
s"this.$funcTerm = ($funcClassName)$scalaUDF.userDefinedFunc();")

// codegen for children expressions
val evals = children.map(_.genCode(ctx))
Expand All @@ -1039,9 +1033,18 @@ case class ScalaUDF(
(convert, argTerm)
}.unzip

val callFunc = s"${ctx.boxedType(dataType)} $resultTerm = " +
s"(${ctx.boxedType(dataType)})${catalystConverterTerm}" +
s".apply($funcTerm.apply(${funcArguments.mkString(", ")}));"
val getFuncResult = s"$funcTerm.apply(${funcArguments.mkString(", ")})"
val rethrowException = "throw new org.apache.spark.SparkException" +
"""("Exception happens when execute user code in Scala UDF.", e);"""

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Exception happens when executing user defined function (className: input argument type => output argument type) .
Or
`Failed to execute user defined function (className: input argument type => output argument type)

val callFunc =
s"""
${ctx.boxedType(dataType)} $resultTerm = null;
try {
$resultTerm = (${ctx.boxedType(dataType)})$catalystConverterTerm.apply($getFuncResult);
} catch (Exception e) {
$rethrowException
}
"""

ev.copy(code = s"""
$evalCode
Expand All @@ -1057,5 +1060,14 @@ case class ScalaUDF(

private[this] val converter = CatalystTypeConverters.createToCatalystConverter(dataType)

override def eval(input: InternalRow): Any = converter(f(input))
override def eval(input: InternalRow): Any = {
val result = try {
f(input)
} catch {
case e: Exception =>
throw new SparkException("Exception happens when execute user code in Scala UDF.", e)
}

converter(result)
}
}
Original file line number Diff line number Diff line change
@@ -0,0 +1,48 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

package org.apache.spark.sql.catalyst.expressions

import org.apache.spark.{SparkException, SparkFunSuite}
import org.apache.spark.sql.types.{IntegerType, StringType}

class ScalaUDFSuite extends SparkFunSuite with ExpressionEvalHelper {

test("basic") {
val intUdf = ScalaUDF((i: Int) => i + 1, IntegerType, Literal(1) :: Nil)
checkEvaluation(intUdf, 2)

val stringUdf = ScalaUDF((s: String) => s + "x", StringType, Literal("a") :: Nil)
checkEvaluation(stringUdf, "ax")
}

test("better error message for NPE") {
val udf = ScalaUDF(
(s: String) => s.toLowerCase,
StringType,
Literal.create(null, StringType) :: Nil)

val e1 = intercept[SparkException](udf.eval())
assert(e1.getMessage.contains("Exception happens when execute user code in Scala UDF"))

val e2 = intercept[SparkException] {
checkEvalutionWithUnsafeProjection(udf, null)
}
assert(e2.getMessage.contains("Exception happens when execute user code in Scala UDF"))
}

}