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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 set_input(self, data, rate=1.0, data_type="phase", taus=None):
 """ Optionnal method if you chose not to set inputs on init Parameters data: np.array Input data. Provide either phase or frequency (fractional, adimensional) rate: float The sampling rate for data, in Hz. Defaults to 1.0 data_type: {'phase', 'freq'} Data type, i.e. phase or frequency. Defaults to "phase". taus: np.array Array of tau values, in seconds, for which to compute statistic. Optionally set taus=["all"|"octave"|"decade"] for automatic """

        self.inp["data"] = data
        self.inp["rate"] = rate
        self.inp["data_type"] = data_type
        self.inp["taus"] = taus