viirya commented on a change in pull request #20691: [SPARK-18161] [Python] 
Update cloudpickle to v0.6.1
URL: https://github.com/apache/spark/pull/20691#discussion_r249229460
 
 

 ##########
 File path: python/pyspark/broadcast.py
 ##########
 @@ -110,7 +110,7 @@ def __init__(self, sc=None, value=None, 
pickle_registry=None, path=None,
 
     def dump(self, value, f):
         try:
-            pickle.dump(value, f, 2)
+            pickle.dump(value, f, pickle.HIGHEST_PROTOCOL)
 
 Review comment:
   Mind I ask about the context? why we always use protocol 2 previously?

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