I have an incoming JSON
data that looks like below:
{"id":"1000","premium":29999,"eventTime":"2021-12-22 00:00:00"}
Now, I have created a class that will accept this record and will check whether the data type of the incoming record is according to the data types defined in the case class
. However, when I am calling the method it is always calling the Failure
part of the match case.
case class Premium(id: String, premium: Long, eventTime: String)
class Splitter extends ProcessFunction[String, Premium] {
val outputTag = new OutputTag[String]("failed")
def fromJson[T](json: String)(implicit m: Manifest[T]): Either[String, T] = {
Try {
println("inside")
lazy val mapper = new ObjectMapper() with ScalaObjectMapper
mapper.registerModule(DefaultScalaModule)
mapper.configure(DeserializationFeature.FAIL_ON_UNKNOWN_PROPERTIES, false)
mapper.readValue[T](json)
} match {
case Success(x) => {
Right(x)
}
case Failure(err) => {
Left(json)
}
}
}
override def processElement(i: String, context: ProcessFunction[String, Premium]#Context, collector: Collector[Premium]): Unit = {
fromJson(i) match {
case Right(data) => {
collector.collect(data)
println("Good Records: " + data)
}
case Left(json) => {
context.output(outputTag, json)
println("Bad Records: " + json)
}
}
}
}
Based on the sample record above, it should pass the Success
value but no matter what I pass, it always enters the Failure
part. What else is missing?
I am using Scala 2.11.12
and I tried examples from this link and this link but no luck.