surajiyer commented on a change in pull request #28110: [SPARK-31339][WIP] 
L245: Changed PipelineModel(...) to self.cls(...)
URL: https://github.com/apache/spark/pull/28110#discussion_r403869680
 
 

 ##########
 File path: python/pyspark/ml/pipeline.py
 ##########
 @@ -242,7 +242,7 @@ def load(self, path):
             return JavaMLReader(self.cls).load(path)
         else:
             uid, stages = PipelineSharedReadWrite.load(metadata, self.sc, path)
-            return PipelineModel(stages=stages)._resetUid(uid)
+            return self.cls(stages=stages)._resetUid(uid)
 
 Review comment:
   Is that mandatory? It seems strange that the intention is to force 
developers to inherit all three together even when the Reader/Writer logic is 
the same for the custom implementation of the `PipelineModel`.

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