import numpy as np from .common import Benchmark class Polynomial(Benchmark): def setup(self): self.polynomial_degree2 = np.polynomial.Polynomial(np.array([1, 2])) self.array3 = np.linspace(0, 1, 3) self.array1000 = np.linspace(0, 1, 10_000) self.float64 = np.float64(1.0) def time_polynomial_evaluation_scalar(self): self.polynomial_degree2(self.float64) def time_polynomial_evaluation_python_float(self): self.polynomial_degree2(1.0) def time_polynomial_evaluation_array_3(self): self.polynomial_degree2(self.array3) def time_polynomial_evaluation_array_1000(self): self.polynomial_degree2(self.array1000) def time_polynomial_addition(self): _ = self.polynomial_degree2 + self.polynomial_degree2