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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 _preallocate_samples(self):
 """Preallocate samples for faster adaptive sampling. """

        self.prealloc_samples_ = []
        for i in range(self.num_prealloc_samples_):
            self.prealloc_samples_.append(self.sample())