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Although the requirement in the doc says that the input can be a file like object, it doesn't work with objects from tempfile. On Windows, they can't be reopened, so I need to pass the object itself.
Code Sample, a copy-pastable example if possible
import pandas as pd
from tempfile import TemporaryFile
new_file = TemporaryFile("w+")
dataframe = pd.read_table(new_file, skiprows=3, header=None, sep=r"\s*")