shahidki31 commented on a change in pull request #26038: 
[SPARK-29235][ML][Pyspark]Support avgMetrics in read/write of 
CrossValidatorModel
URL: https://github.com/apache/spark/pull/26038#discussion_r336620491
 
 

 ##########
 File path: python/pyspark/ml/tuning.py
 ##########
 @@ -829,13 +850,11 @@ def _to_java(self):
         :return: Java object equivalent to this instance.
         """
 
-        sc = SparkContext._active_spark_context
-        # TODO: persst validation metrics as well
         _java_obj = JavaParams._new_java_obj(
             "org.apache.spark.ml.tuning.TrainValidationSplitModel",
             self.uid,
             self.bestModel._to_java(),
-            _py2java(sc, []))
+            self.validationMetrics)
 
 Review comment:
   I compared with _py2java here and without here, both cases the written 
metadata  file is same. I'll add _py2java here, for consistency.

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