jorisvandenbossche commented on a change in pull request #10101:
URL: https://github.com/apache/arrow/pull/10101#discussion_r616002776



##########
File path: python/pyarrow/array.pxi
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@@ -1170,7 +1170,9 @@ cdef class Array(_PandasConvertible):
         array = PyObject_to_object(out)
 
         if isinstance(array, dict):
+            missings = array["indices"] < 0
             array = np.take(array['dictionary'], array['indices'])
+            array[missings] = np.NaN

Review comment:
       Checking the null count of the original arrow array (`self`) might help?




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