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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 validate_mixture(supports_mixture: SupportsMixture):
 """Validates that the mixture's tuple are valid probabilities."""

    mixture_tuple = mixture(supports_mixture, None)
    if mixture_tuple is None:
        raise TypeError('{}_mixture did not have a _mixture_ method'.format(
            supports_mixture))

    def validate_probability(p, p_str):
        if p < 0:
            raise ValueError('{} was less than 0.'.format(p_str))
        elif p > 1:
            raise ValueError('{} was greater than 1.'.format(p_str))

    total = 0.0
    for p, val in mixture_tuple:
        validate_probability(p, '{}\'s probability'.format(str(val)))
        total += p
    if not np.isclose(total, 1.0):
        raise ValueError('Sum of probabilities of a mixture was not 1.0')