Use approach again that specifies the type length

Author: kinow

pandas/core/internals/blocks.py

@@ -709,12 +709,12 @@ def to_native_types(self, slicer=None, na_rep="nan", quoting=None, **kwargs):
         mask = isna(values)
 
         if not self.is_object and not quoting:
-            values[mask] = na_rep
-            values = values.astype(str)
+            itemsize = writers.max_len_string(na_rep)
+            values = values.astype("<U{size}".format(size=itemsize))
         else:
             values = np.array(values, dtype="object")
-            values[mask] = na_rep
 
+        values[mask] = na_rep
         return values
 
     # block actions #