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df=pd.DataFrame([[1,'John P. Doe'],[2,'Jane Dove'],[1,'John P. Doe']]) df[1]=pd.Categorical(df[1]) pd.read_msgpack(df.to_msgpack()) KeyError: 100
#8626, #8624