itholic commented on a change in pull request #35706:
URL: https://github.com/apache/spark/pull/35706#discussion_r817500767



##########
File path: python/pyspark/pandas/tests/test_series.py
##########
@@ -1161,13 +1161,29 @@ def test_append(self):
     def test_map(self):
         pser = pd.Series(["cat", "dog", None, "rabbit"])
         psser = ps.from_pandas(pser)
+
+        # dict correspondence
         # Currently Koalas doesn't return NaN as pandas does.

Review comment:
       nit: Not related to this patch, but would you mind fixing `Koalas` -> 
`pandas API on Spark` while we're here ?




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