robertwb commented on a change in pull request #14356:
URL: https://github.com/apache/beam/pull/14356#discussion_r620656458



##########
File path: sdks/python/apache_beam/runners/interactive/recording_manager.py
##########
@@ -289,10 +291,16 @@ def _watch(self, pcolls):
     """
 
     watched_pcollections = set()
+    watched_dataframes = set()
     for watching in ie.current_env().watching():
       for _, val in watching:
         if isinstance(val, beam.pvalue.PCollection):
           watched_pcollections.add(val)
+        elif isinstance(val, DeferredBase):
+          watched_dataframes.add(val)
+    # Convert them all in a single step for efficiency.
+    for pcoll in to_pcollection(*watched_dataframes, always_return_tuple=True):
+      watched_pcollections.add(pcoll)

Review comment:
       Fur sure. I actually started down this road, but it got messier (still 
totally doable, but out of scope for my timebox) to deal with the count 
parameter and windowing info. 




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