How to convert Dataframe to DMatrix in Scala?

Question

import ml.dmlc.xgboost4j.scala.XGBoost
val xgbClassificationModel = XGBoost.loadModel("/dbfs/tmp/xgb-rts/python_model")    
val results = xgbClassification