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Enable to restrict columns for pandas.read_parquet #18154
In pandas 0.21 the top level funtion read_parquet() was introduced. Both available engines fastparquet and pyarrow support the specifications of columns to read. If you are only interested in certain columns of a dataframe this reduces the io.
It should be also possible to specify the columns in pandas.read_parquet().