srowen commented on a change in pull request #29242:
URL: https://github.com/apache/spark/pull/29242#discussion_r463110293



##########
File path: python/pyspark/sql/dataframe.py
##########
@@ -674,7 +674,7 @@ def cache(self):
         .. note:: The default storage level has changed to `MEMORY_AND_DISK` 
to match Scala in 2.0.
         """
         self.is_cached = True
-        self._jdf.cache()
+        self.persist(StorageLevel.MEMORY_AND_DISK)

Review comment:
       Hm, yeah that is strange. What if Pyspark cache() just calls persist() 
in Pyspark, rather than cache() in Scala?




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