Github user kevinyu98 commented on a diff in the pull request: https://github.com/apache/spark/pull/10125#discussion_r63655581 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/CatalystTypeConverters.scala --- @@ -321,11 +323,13 @@ object CatalystTypeConverters { } private class DecimalConverter(dataType: DecimalType) - extends CatalystTypeConverter[Any, JavaBigDecimal, Decimal] { + extends CatalystTypeConverter[Any, JavaBigDecimal, Decimal] { --- End diff -- Hello Wenchen: I have to keep case d: JavaBigInteger => Decimal(d) there, otherwise, this testcase will fail with the java.math.BigInteger. @Test public void testCreateDataFrameFromLocalJavaBeans() { Bean bean = new Bean(); List<Bean> data = Arrays.asList(bean); Dataset<Row> df = spark.createDataFrame(data, Bean.class); validateDataFrameWithBeans(bean, df); } here is the trace scala.MatchError: 1234567 (of class java.math.BigInteger) at org.apache.spark.sql.catalyst.CatalystTypeConverters$DecimalConverter.toCatalystImpl(CatalystTypeConverters.scala:326) at org.apache.spark.sql.catalyst.CatalystTypeConverters$DecimalConverter.toCatalystImpl(CatalystTypeConverters.scala:323) at org.apache.spark.sql.catalyst.CatalystTypeConverters$CatalystTypeConverter.toCatalyst(CatalystTypeConverters.scala:102) at org.apache.spark.sql.catalyst.CatalystTypeConverters$$anonfun$createToCatalystConverter$2.apply(CatalystTypeConverters.scala:401) at org.apache.spark.sql.SQLContext$$anonfun$beansToRows$1$$anonfun$apply$1.apply(SQLContext.scala:892) at org.apache.spark.sql.SQLContext$$anonfun$beansToRows$1$$anonfun$apply$1.apply(SQLContext.scala:892) at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234) at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234) at scala.collection.IndexedSeqOptimized$class.foreach(IndexedSeqOptimized.scala:33) at scala.collection.mutable.ArrayOps$ofRef.foreach(ArrayOps.scala:186) at scala.collection.TraversableLike$class.map(TraversableLike.scala:234) at scala.collection.mutable.ArrayOps$ofRef.map(ArrayOps.scala:186) at org.apache.spark.sql.SQLContext$$anonfun$beansToRows$1.apply(SQLContext.scala:892) at org.apache.spark.sql.SQLContext$$anonfun$beansToRows$1.apply(SQLContext.scala:890) at scala.collection.Iterator$$anon$11.next(Iterator.scala:409) at scala.collection.Iterator$class.toStream(Iterator.scala:1322) at scala.collection.AbstractIterator.toStream(Iterator.scala:1336) at scala.collection.TraversableOnce$class.toSeq(TraversableOnce.scala:298) at scala.collection.AbstractIterator.toSeq(Iterator.scala:1336) at org.apache.spark.sql.SparkSession.createDataFrame(SparkSession.scala:373) at test.org.apache.spark.sql.JavaDataFrameSuite.testCreateDataFrameFromLocalJavaBeans(JavaDataFrameSuite.java:200)
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