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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def datedif(ctx, start_date, end_date, unit):
 """ Calculates the number of days, months, or years between two dates. """

    start_date = conversions.to_date(start_date, ctx)
    end_date = conversions.to_date(end_date, ctx)
    unit = conversions.to_string(unit, ctx).lower()

    if start_date > end_date:
        raise ValueError("Start date cannot be after end date")

    if unit == 'y':
        return relativedelta(end_date, start_date).years
    elif unit == 'm':
        delta = relativedelta(end_date, start_date)
        return 12 * delta.years + delta.months
    elif unit == 'd':
        return (end_date - start_date).days
    elif unit == 'md':
        return relativedelta(end_date, start_date).days
    elif unit == 'ym':
        return relativedelta(end_date, start_date).months
    elif unit == 'yd':
        return (end_date - start_date.replace(year=end_date.year)).days

    raise ValueError("Invalid unit value: %s" % unit)