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from scipy.stats import loguniform


class loguniform_int:
    """Integer valued version of the log-uniform distribution"""

    def __init__(self, a, b):
        self._distribution = loguniform(a, b)

    def rvs(self, *args, **kwargs):
        """Random variable sample"""
        return self._distribution.rvs(*args, **kwargs).astype(int)