671ed2bdfa75d7fe2bebe6f63eb928260e40b7af,src/guess.py,,keyable_p,#Any#,272

Before Change

    if any(v is None or (isinstance(v, float) and math.isnan(v))
           for v in column):
        return False
    if all(isinstance(v, int) for v in column):
        return len(column) == len(unique(column))
    return False

def numerical_p(column, count_cutoff, ratio_cutoff):
    nu = len(unique([v for v in column if not math.isnan(v)]))

After Change

           for v in column):
        return False
    try:
        column_floats = [float(v) for v in column]
        if not all(v.is_integer() for v in column_floats):
            return False
        return len(column) == len(unique(column))
    except ValueError:
        return len(column) == len(unique(column))

Instances