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Posted to issues@spark.apache.org by "Hyukjin Kwon (Jira)" <ji...@apache.org> on 2021/05/03 10:26:00 UTC
[jira] [Commented] (SPARK-35267) nullable field is set to false for
integer type when using reflection to get StructType for a case class
[ https://issues.apache.org/jira/browse/SPARK-35267?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17338296#comment-17338296 ]
Hyukjin Kwon commented on SPARK-35267:
--------------------------------------
It's because {{Int}} cannot be {{null}}, right?
{code}
scala> val a: Int = null.asInstanceOf[Int]
a: Int = 0
{code}
> nullable field is set to false for integer type when using reflection to get StructType for a case class
> --------------------------------------------------------------------------------------------------------
>
> Key: SPARK-35267
> URL: https://issues.apache.org/jira/browse/SPARK-35267
> Project: Spark
> Issue Type: Bug
> Components: SQL
> Affects Versions: 3.1.1
> Environment: Scala version: 2.12.13
> sparkVersion = "3.1.1"
> Reporter: Ganesh Chand
> Priority: Major
>
> {code:java}
> // code placeholder
> object Util {
> def toStructType[T](implicit typeTags: ScalaReflection.universe.TypeTag[T]): StructType =
> ScalaReflection.schemaFor[T].dataType.asInstanceOf[StructType]
> }
> case class MyTable(val a: Int, val b: String)
> // The following test fails because schema returned using reflection sets nullable=false for integer column. The test passes if you set it to false
> it must "return a Spark Schema of type StructType for a case class" in {
> val schemaFromCaseClass: StructType = Util.toStructType[MyTable]
> val expectedSchema = new StructType().add(StructField("a", IntegerType, true)).add(StructField("b", StringType, true))
> schemaFromCaseClass.size mustBe 2
> schemaFromCaseClass mustBe expectedSchema
> }
> {code}
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