import pandas

from .common import zip_n

def describe_df(df: pandas.DataFrame) -> pandas.DataFrame:
    df_items = df.items()
    names, series = zip_n(*df_items, n=2)
    return pandas.DataFrame(({'length': len(s), 'dtype': s.dtype} for s in series), index=names)