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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 array_bytes(shape, dtype):
 """ Estimates the memory in bytes required for an array of the supplied shape and dtype """

    return np.product(shape)*np.dtype(dtype).itemsize