java.lang.AbstractMethodError when calling pmmlTransformer.transform

A java.lang.AbstractMethodError error occurred when I was testing the jpmml-evaluator-spark locally, and this error occurred when I called pmmlTransformer.transform. Here is the code:

def pmmlPredict(spark: SparkSession, pmmlModelSavePath: String, predictData: String, predictResultSavePath: String): Unit = {
    val fs = FileSystem.get(new Configuration())
    val evaluator = EvaluatorUtil.createEvaluator(new File("E:/testModel/pmmlModel/pipelinePMMLModel.xml"))
    val pmmlTransformerBuilder = new TransformerBuilder(evaluator).withTargetCols().withOutputCols().exploded(true)
    val pmmlTransformer = pmmlTransformerBuilder.build()

    val fields = new ArrayBuffer[StructField]
    val it = evaluator.getActiveFields.iterator()
    while (it.hasNext) {
      fields.:+(StructField(it.next().getName.getValue, StringType, true))
    }
    val schema = StructType(fields)

    val predictStringRDD = spark.sparkContext.textFile(predictData)

    val predictRowRDD = predictStringRDD.map(_.split(",").map(_.toDouble)).map(Row.fromSeq(_))
    val predictDF = spark.createDataFrame(predictRowRDD, schema)

    val predictResultDF = pmmlTransformer.transform(predictDF)

    predictResultDF.write.csv(predictResultSavePath)

    predictResultDF.show()
  }

The full stack trace is:

Exception in thread "main" java.lang.AbstractMethodError: org.apache.spark.ml.Transformer.transform(Lorg/apache/spark/sql/Dataset;)Lorg/apache/spark/sql/Dataset;
    at org.apache.spark.ml.PipelineModel$$anonfun$transform$1.apply(Pipeline.scala:299)
    at org.apache.spark.ml.PipelineModel$$anonfun$transform$1.apply(Pipeline.scala:299)
    at scala.collection.IndexedSeqOptimized$class.foldl(IndexedSeqOptimized.scala:57)
    at scala.collection.IndexedSeqOptimized$class.foldLeft(IndexedSeqOptimized.scala:66)
    at scala.collection.mutable.ArrayOps$ofRef.foldLeft(ArrayOps.scala:186)
    at org.apache.spark.ml.PipelineModel.transform(Pipeline.scala:299)
    at com.myhexin.oryx.TestPMML$.pmmlPredict(TestPMML.scala:154)
    at com.myhexin.oryx.TestPMML$.main(TestPMML.scala:42)
    at com.myhexin.oryx.TestPMML.main(TestPMML.scala)

TestPMML.scala:154 refers to the “val predictResultDF = pmmlTransformer.transform(predictDF)” line, and I don't know why this error occurred.

jpmml / jpmml-evaluator-spark

java.lang.AbstractMethodError when calling pmmlTransformer.transform #10