Add option to choose dtypes by column in to_dataframe. #7126
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This allows pandas users to select different sized floats for
performance at the expense of accuracy. With pandas 0.24, it will also
allow pandas users to use the new pandas.Int64Dtype() for nullable
integer columns.
Closes #7049