def set_random_state()

in src/smote_variants.py [0:0]

• 14 lines of code
• 5 McCabe index (conditional complexity)

    def set_random_state(self, random_state):
        """
        sets the random_state member of the object
        Args:
            random_state (int/np.random.RandomState/None): the random state
                                                                initializer
        """

        self._random_state_init = random_state

        if random_state is None:
            self.random_state = np.random
        elif isinstance(random_state, int):
            self.random_state = np.random.RandomState(random_state)
        elif isinstance(random_state, np.random.RandomState):
            self.random_state = random_state
        elif random_state is np.random:
            self.random_state = random_state
        else:
            raise ValueError(
                "random state cannot be initialized by " + str(random_state)
            )