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tests/unit/test_function.pytest_integral_linear_interpolation[0--1]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0-0]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0-1]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0-2]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0-2.5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0-3.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0-4]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0-5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0.5--1]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0.5-0]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0.5-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0.5-1]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0.5-2]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0.5-2.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0.5-3.5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0.5-4]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[0.5-5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[1--1]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[1-0]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[1-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[1-1]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[1-2]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[1-2.5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[1-3.5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[1-4]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[1-5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2--1]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2-0]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2-1]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2-2]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2-2.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2-3.5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2-4]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2-5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2.5--1]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2.5-0]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2.5-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2.5-1]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2.5-2]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2.5-2.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2.5-3.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2.5-4]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[2.5-5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[3.5--1]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[3.5-0]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[3.5-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[3.5-1]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[3.5-2]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[3.5-2.5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[3.5-3.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[3.5-4]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[3.5-5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[4--1]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[4-0]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[4-0.5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[4-1]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[4-2]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[4-2.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[4-3.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[4-4]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[4-5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[5--1]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[5-0]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[5-0.5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[5-1]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[5-2]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[5-2.5]PASS0.01 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[5-3.5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[5-4]PASS0.0 + + +
tests/unit/test_function.pytest_integral_linear_interpolation[5-5]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1--1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1--1-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1--0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1--0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-0-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-0-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-1-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-2-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-2-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-2.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-2.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-3.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-3.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-4-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-4-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-1-5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5--1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5--1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5--0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5--0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-0-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-0-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-0.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-2-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-2-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-2.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-2.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-3.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-3.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-4-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-4-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[-0.5-5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0--1-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0--1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0--0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0--0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-0-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-0-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-1-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-2-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-2-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-2.5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-2.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-3.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-3.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-4-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-4-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0-5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5--1-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5--1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5--0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5--0.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-0-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-0-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-2-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-2-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-2.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-2.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-3.5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-3.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-4-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-4-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[0.5-5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1--1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1--1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1--0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1--0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-0-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-0-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-2-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-2-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-2.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-2.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-3.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-3.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-4-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-4-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[1-5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2--1-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2--1-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2--0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2--0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-0-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-0-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-0.5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-1-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-2-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-2-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-2.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-2.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-3.5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-3.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-4-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-4-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2-5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5--1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5--1-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5--0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5--0.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-0-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-0-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-0.5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-2-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-2-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-2.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[2.5-2.5-spline_interpolated_func]PASS0.01 + + +
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tests/unit/test_function.pytest_integral_spline_interpolation[3.5-0-spline_interpolated_func]PASS0.01 + + +
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tests/unit/test_function.pytest_integral_spline_interpolation[3.5-0.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[3.5-1-linear_func]PASS0.0 + + +
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tests/unit/test_function.pytest_integral_spline_interpolation[3.5-3.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[3.5-4-linear_func]PASS0.0 + + +
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tests/unit/test_function.pytest_integral_spline_interpolation[4--1-linear_func]PASS0.0 + + +
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tests/unit/test_function.pytest_integral_spline_interpolation[4-0-linear_func]PASS0.0 + + +
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tests/unit/test_function.pytest_integral_spline_interpolation[4-0.5-linear_func]PASS0.01 + + +
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tests/unit/test_function.pytest_integral_spline_interpolation[4-1-spline_interpolated_func]PASS0.0 + + +
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tests/unit/test_function.pytest_integral_spline_interpolation[4-2-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[4-2.5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[4-2.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[4-3.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[4-3.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[4-4-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[4-4-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[4-5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[4-5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5--1-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5--1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5--0.5-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5--0.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-0-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-0-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-0.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-0.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-1-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-1-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-2-linear_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-2-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-2.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-2.5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-3.5-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-3.5-spline_interpolated_func]PASS0.01 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-4-linear_func]PASS0.0 + + +
tests/unit/test_function.pytest_integral_spline_interpolation[5-4-spline_interpolated_func]PASS0.01 + + +
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tests/unit/test_function.pytest_integral_spline_interpolation[5-5-spline_interpolated_func]PASS0.0 + + +
tests/unit/test_function.pytest_differentiatePASS0.01 + + +
tests/unit/test_function.pytest_get_valuePASS0.0 + + +
tests/unit/test_function.pytest_identity_functionPASS0.0 + + +
tests/unit/test_function.pytest_derivative_functionPASS0.0 + + +
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tests/unit/test_function.pytest_integral_functionPASS0.0 + + +
tests/unit/test_function.pytest_multivariable_dataset[-1--1]PASS0.01 + + +
tests/unit/test_function.pytest_multivariable_dataset[-1-0]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_dataset[-1-1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_dataset[0--1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_dataset[0-0]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_dataset[0-1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_dataset[1--1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_dataset[1-0]PASS0.0 + + +
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tests/unit/test_function.pytest_multivariable_function[-1--0.5]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[-1-0]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[-1-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[-1-1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[-0.5--1]PASS0.01 + + +
tests/unit/test_function.pytest_multivariable_function[-0.5--0.5]PASS0.0 + + +
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tests/unit/test_function.pytest_multivariable_function[-0.5-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[-0.5-1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[0--1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[0--0.5]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[0-0]PASS0.01 + + +
tests/unit/test_function.pytest_multivariable_function[0-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[0-1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[0.5--1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[0.5--0.5]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[0.5-0]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[0.5-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[0.5-1]PASS0.01 + + +
tests/unit/test_function.pytest_multivariable_function[1--1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[1--0.5]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[1-0]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[1-0.5]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_function[1-1]PASS0.0 + + +
tests/unit/test_function.pytest_multivariable_dataset_plotPASS0.16 + + +
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tests/unit/test_function.pytest_shepard_interpolation[0-1-0]PASS0.01 + + +
tests/unit/test_function.pytest_shepard_interpolation[0-0-1]PASS0.0 + + +
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tests/unit/test_function.pytest_sum_arithmetic_priority[0.11]PASS0.0 + + +
tests/unit/test_function.pytest_sum_arithmetic_priority[other4]PASS0.0 + + +
tests/unit/test_function.pytest_sub_arithmetic_priority[1]PASS0.04 + + +
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tests/unit/test_function.pytest_truediv_arithmetic_priority[1]PASS0.01 + + +
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tests/unit/test_function.pytest_truediv_arithmetic_priority[other2]PASS0.0 + + +
tests/unit/test_function.pytest_truediv_arithmetic_priority[0.11]PASS0.0 + + +
tests/unit/test_function.pytest_truediv_arithmetic_priority[other4]PASS0.0 + + +
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tests/unit/test_function.pytest_pow_arithmetic_priority[0.11]PASS0.0 + + +
tests/unit/test_function.pytest_pow_arithmetic_priority[other4]PASS0.0 + + +
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+ Build #2 +

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+ + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/tests/unit/test_function.py b/tests/unit/test_function.py new file mode 100644 index 000000000..43f17b364 --- /dev/null +++ b/tests/unit/test_function.py @@ -0,0 +1,471 @@ +from unittest.mock import patch + +import matplotlib as plt +import numpy as np +import pytest + +from rocketpy import Function + +plt.rcParams.update({"figure.max_open_warning": 0}) + + +def test_function_from_csv(func_from_csv, func_2d_from_csv): + """Test the Function class creation from a .csv file. + + Parameters + ---------- + func_from_csv : rocketpy.Function + A Function object created from a .csv file. + func_2d_from_csv : rocketpy.Function + A Function object created from a .csv file with 2 inputs. + """ + # Assert the function is zero at 0 but with a certain tolerance + assert np.isclose(func_from_csv(0), 0.0, atol=1e-6) + assert np.isclose(func_2d_from_csv(0, 0), 0.0, atol=1e-6) + # Check the __str__ method + assert func_from_csv.__str__() == "Function from R1 to R1 : (Scalar) → (Scalar)" + assert ( + func_2d_from_csv.__str__() + == "Function from R2 to R1 : (Input 1, Input 2) → (Scalar)" + ) + # Check the __repr__ method + assert func_from_csv.__repr__() == "'Function from R1 to R1 : (Scalar) → (Scalar)'" + assert ( + func_2d_from_csv.__repr__() + == "'Function from R2 to R1 : (Input 1, Input 2) → (Scalar)'" + ) + + +@pytest.mark.parametrize( + "csv_file", + [ + "tests/fixtures/function/1d_quotes.csv", + "tests/fixtures/function/1d_no_quotes.csv", + ], +) +def test_func_from_csv_with_header(csv_file): + """Tests if a Function can be created from a CSV file with a single header + line. It tests cases where the fields are separated by quotes and without + quotes.""" + f = Function(csv_file) + assert f.__repr__() == "'Function from R1 to R1 : (Scalar) → (Scalar)'" + assert np.isclose(f(0), 100) + assert np.isclose(f(0) + f(1), 300), "Error summing the values of the function" + + +def test_getters(func_from_csv, func_2d_from_csv): + """Test the different getters of the Function class. + + Parameters + ---------- + func_from_csv : rocketpy.Function + A Function object created from a .csv file. + """ + assert func_from_csv.get_inputs() == ["Scalar"] + assert func_from_csv.get_outputs() == ["Scalar"] + assert func_from_csv.get_interpolation_method() == "spline" + assert func_from_csv.get_extrapolation_method() == "constant" + assert np.isclose(func_from_csv.get_value(0), 0.0, atol=1e-6) + assert np.isclose(func_from_csv.get_value_opt(0), 0.0, atol=1e-6) + + assert func_2d_from_csv.get_inputs() == ["Input 1", "Input 2"] + assert func_2d_from_csv.get_outputs() == ["Scalar"] + assert func_2d_from_csv.get_interpolation_method() == "shepard" + assert func_2d_from_csv.get_extrapolation_method() == "natural" + assert np.isclose(func_2d_from_csv.get_value(0, 0), 0.0, atol=1e-6) + assert np.isclose(func_2d_from_csv.get_value_opt(0, 0), 0.0, atol=1e-6) + + +def test_setters(func_from_csv, func_2d_from_csv): + """Test the different setters of the Function class. + + Parameters + ---------- + func_from_csv : rocketpy.Function + A Function object created from a .csv file. + """ + # Test set methods + func_from_csv.set_inputs(["Scalar2"]) + assert func_from_csv.get_inputs() == ["Scalar2"] + func_from_csv.set_outputs(["Scalar2"]) + assert func_from_csv.get_outputs() == ["Scalar2"] + func_from_csv.set_interpolation("linear") + assert func_from_csv.get_interpolation_method() == "linear" + func_from_csv.set_extrapolation("natural") + assert func_from_csv.get_extrapolation_method() == "natural" + + func_2d_from_csv.set_inputs(["Scalar1", "Scalar2"]) + assert func_2d_from_csv.get_inputs() == ["Scalar1", "Scalar2"] + func_2d_from_csv.set_outputs(["Scalar3"]) + assert func_2d_from_csv.get_outputs() == ["Scalar3"] + func_2d_from_csv.set_interpolation("shepard") + assert func_2d_from_csv.get_interpolation_method() == "shepard" + func_2d_from_csv.set_extrapolation("zero") + assert func_2d_from_csv.get_extrapolation_method() == "zero" + + +@patch("matplotlib.pyplot.show") +def test_plots(mock_show, func_from_csv, func_2d_from_csv): + """Test different plot methods of the Function class. + + Parameters + ---------- + mock_show : Mock + Mock of the matplotlib.pyplot.show method. + func_from_csv : rocketpy.Function + A Function object created from a .csv file. + """ + # Test plot methods + assert func_from_csv.plot() == None + assert func_2d_from_csv.plot() == None + # Test plot methods with limits + assert func_from_csv.plot(-1, 1) == None + assert func_2d_from_csv.plot(-1, 1) == None + # Test compare_plots + func2 = Function( + source="tests/fixtures/airfoils/e473-10e6-degrees.csv", + inputs=["Scalar"], + outputs=["Scalar"], + interpolation="linear", + extrapolation="natural", + ) + assert ( + func_from_csv.compare_plots([func_from_csv, func2], return_object=False) == None + ) + + +def test_interpolation_methods(linear_func): + """Tests some of the interpolation methods of the Function class. Methods + not tested here are already being called in other tests. + + Parameters + ---------- + linear_func : rocketpy.Function + A Function object created from a list of values. + """ + # Test Akima + assert isinstance(linear_func.set_interpolation("akima"), Function) + linear_func.set_interpolation("akima") + assert isinstance(linear_func.get_interpolation_method(), str) + assert linear_func.get_interpolation_method() == "akima" + assert np.isclose(linear_func.get_value(0), 0.0, atol=1e-6) + + # Test polynomial + + assert isinstance(linear_func.set_interpolation("polynomial"), Function) + linear_func.set_interpolation("polynomial") + assert isinstance(linear_func.get_interpolation_method(), str) + assert linear_func.get_interpolation_method() == "polynomial" + assert np.isclose(linear_func.get_value(0), 0.0, atol=1e-6) + + +def test_extrapolation_methods(linear_func): + """Test some of the extrapolation methods of the Function class. Methods + not tested here are already being called in other tests. + + Parameters + ---------- + linear_func : rocketpy.Function + A Function object created from a list of values. + """ + # Test zero + linear_func.set_extrapolation("zero") + assert linear_func.get_extrapolation_method() == "zero" + assert np.isclose(linear_func.get_value(-1), 0, atol=1e-6) + + # Test constant + assert isinstance(linear_func.set_extrapolation("constant"), Function) + linear_func.set_extrapolation("constant") + assert isinstance(linear_func.get_extrapolation_method(), str) + assert linear_func.get_extrapolation_method() == "constant" + assert np.isclose(linear_func.get_value(-1), 0, atol=1e-6) + + # Test natural + assert isinstance(linear_func.set_extrapolation("natural"), Function) + linear_func.set_extrapolation("natural") + assert isinstance(linear_func.get_extrapolation_method(), str) + assert linear_func.get_extrapolation_method() == "natural" + assert np.isclose(linear_func.get_value(-1), -1, atol=1e-6) + + +@pytest.mark.parametrize("a", [-1, 0, 0.5, 1, 2, 2.5, 3.5, 4, 5]) +@pytest.mark.parametrize("b", [-1, 0, 0.5, 1, 2, 2.5, 3.5, 4, 5]) +def test_integral_linear_interpolation(linearly_interpolated_func, a, b): + """Test the integral method of the Function class. + + Parameters + ---------- + linear_func : rocketpy.Function + A Function object created from a list of values. + """ + # Test integral + assert isinstance(linearly_interpolated_func.integral(a, b, numerical=True), float) + assert np.isclose( + linearly_interpolated_func.integral(a, b, numerical=False), + linearly_interpolated_func.integral(a, b, numerical=True), + atol=1e-3, + ) + + +@pytest.mark.parametrize("func", ["linear_func", "spline_interpolated_func"]) +@pytest.mark.parametrize("a", [-1, -0.5, 0, 0.5, 1, 2, 2.5, 3.5, 4, 5]) +@pytest.mark.parametrize("b", [-1, -0.5, 0, 0.5, 1, 2, 2.5, 3.5, 4, 5]) +def test_integral_spline_interpolation(request, func, a, b): + """Test the integral method of the Function class. + + Parameters + ---------- + spline_func : rocketpy.Function + A Function object created from a list of values. + a : float + Lower limit of the integral. + b : float + Upper limit of the integral. + """ + # Test integral + # Get the function from the fixture + func = request.getfixturevalue(func) + assert np.isclose( + func.integral(a, b, numerical=False), + func.integral(a, b, numerical=True), + atol=1e-3, + ) + + +def test_differentiate(): + """Tests the differentiation method of the Function class. + Both with respect to return instances and expected behaviour. + """ + func = Function(1) + assert isinstance(func.differentiate(0), float) + assert np.isclose(func.differentiate(5), 0) + + func_x = Function(lambda x: x) + assert isinstance(func_x.differentiate(0), float) + assert np.isclose(func_x.differentiate(0), 1) + + f_square = Function(lambda x: x**2) + assert isinstance(f_square.differentiate(1), float) + assert np.isclose(f_square.differentiate(1), 2) + + +def test_get_value(): + """Tests the get_value method of the Function class. + Both with respect to return instances and expected behaviour. + """ + func = Function(lambda x: 2 * x) + assert isinstance(func.get_value(1), int or float) + + +def test_identity_function(): + """Tests the identity_function method of the Function class. + Both with respect to return instances and expected behaviour. + """ + + func = Function(lambda x: x**2) + assert isinstance(func.identity_function(), Function) + + +def test_derivative_function(): + """Tests the derivative_function method of the Function class. + Both with respect to return instances and expected behaviour. + """ + square = Function(lambda x: x**2) + assert isinstance(square.derivative_function(), Function) + + +def test_integral(): + """Tests the integral method of the Function class. + Both with respect to return instances and expected behaviour. + """ + + zero_func = Function(0) + assert isinstance(zero_func.integral(2, 4, numerical=True), float) + assert zero_func.integral(2, 4, numerical=True) == 0 + + square = Function(lambda x: x**2) + assert isinstance + assert square.integral(2, 4, numerical=True) == -square.integral( + 4, 2, numerical=True + ) + assert square.integral(2, 4, numerical=False) == -square.integral( + 4, 2, numerical=False + ) + + +def test_integral_function(): + """Tests the integral_function method of the Function class. + Both with respect to return instances and expected behaviour. + """ + zero_func = Function(0) + assert isinstance(zero_func, Function) + + +@pytest.mark.parametrize("a", [-1, 0, 1]) +@pytest.mark.parametrize("b", [-1, 0, 1]) +def test_multivariable_dataset(a, b): + """Test the Function class with a multivariable dataset.""" + # Test plane f(x,y) = x + y + source = [ + (-1, -1, -2), + (-1, 0, -1), + (-1, 1, 0), + (0, -1, -1), + (0, 0, 0), + (0, 1, 1), + (1, -1, 0), + (1, 0, 1), + (1, 1, 2), + ] + func = Function(source=source, inputs=["x", "y"], outputs=["z"]) + + # Assert interpolation and extrapolation methods + assert func.get_interpolation_method() == "shepard" + assert func.get_extrapolation_method() == "natural" + + # Assert values + assert np.isclose(func(a, b), a + b, atol=1e-6) + + +@pytest.mark.parametrize("a", [-1, -0.5, 0, 0.5, 1]) +@pytest.mark.parametrize("b", [-1, -0.5, 0, 0.5, 1]) +def test_multivariable_function(a, b): + """Test the Function class with a multivariable function.""" + # Test plane f(x,y) = sin(x + y) + source = lambda x, y: np.sin(x + y) + func = Function(source=source, inputs=["x", "y"], outputs=["z"]) + + # Assert values + assert np.isclose(func(a, b), np.sin(a + b), atol=1e-6) + + +@patch("matplotlib.pyplot.show") +def test_multivariable_dataset_plot(mock_show): + """Test the plot method of the Function class with a multivariable dataset.""" + # Test plane f(x,y) = x - y + source = [ + (-1, -1, -1), + (-1, 0, -1), + (-1, 1, -2), + (0, 1, 1), + (0, 0, 0), + (0, 1, -1), + (1, -1, 2), + (1, 0, 1), + (1, 1, 0), + ] + func = Function(source=source, inputs=["x", "y"], outputs=["z"]) + + # Assert plot + assert func.plot() == None + + +@patch("matplotlib.pyplot.show") +def test_multivariable_function_plot(mock_show): + """Test the plot method of the Function class with a multivariable function.""" + # Test plane f(x,y) = sin(x + y) + source = lambda x, y: np.sin(x * y) + func = Function(source=source, inputs=["x", "y"], outputs=["z"]) + + # Assert plot + assert func.plot() == None + + +@pytest.mark.parametrize( + "x,y,z_expected", + [ + (1, 0, 0), + (0, 1, 0), + (0, 0, 1), + (0.5, 0.5, 1 / 3), + (0.25, 0.25, 25 / (25 + 2 * 5**0.5)), + ([0, 0.5], [0, 0.5], [1, 1 / 3]), + ], +) +def test_shepard_interpolation(x, y, z_expected): + """Test the shepard interpolation method of the Function class.""" + # Test plane x + y + z = 1 + source = [(1, 0, 0), (0, 1, 0), (0, 0, 1)] + func = Function(source=source, inputs=["x", "y"], outputs=["z"]) + z = func(x, y) + assert np.isclose(z, z_expected, atol=1e-8).all() + + +@pytest.mark.parametrize("other", [1, 0.1, np.int_(1), np.float_(0.1), np.array([1])]) +def test_sum_arithmetic_priority(other): + """Test the arithmetic priority of the add operation of the Function class, + specially comparing to the numpy array operations. + """ + func_lambda = Function(lambda x: x**2) + func_array = Function([(0, 0), (1, 1), (2, 4)]) + + assert isinstance(func_lambda + func_array, Function) + assert isinstance(func_array + func_lambda, Function) + assert isinstance(func_lambda + other, Function) + assert isinstance(other + func_lambda, Function) + assert isinstance(func_array + other, Function) + assert isinstance(other + func_array, Function) + + +@pytest.mark.parametrize("other", [1, 0.1, np.int_(1), np.float_(0.1), np.array([1])]) +def test_sub_arithmetic_priority(other): + """Test the arithmetic priority of the sub operation of the Function class, + specially comparing to the numpy array operations. + """ + func_lambda = Function(lambda x: x**2) + func_array = Function([(0, 0), (1, 1), (2, 4)]) + + assert isinstance(func_lambda - func_array, Function) + assert isinstance(func_array - func_lambda, Function) + assert isinstance(func_lambda - other, Function) + assert isinstance(other - func_lambda, Function) + assert isinstance(func_array - other, Function) + assert isinstance(other - func_array, Function) + + +@pytest.mark.parametrize("other", [1, 0.1, np.int_(1), np.float_(0.1), np.array([1])]) +def test_mul_arithmetic_priority(other): + """Test the arithmetic priority of the mul operation of the Function class, + specially comparing to the numpy array operations. + """ + func_lambda = Function(lambda x: x**2) + func_array = Function([(0, 0), (1, 1), (2, 4)]) + + assert isinstance(func_lambda * func_array, Function) + assert isinstance(func_array * func_lambda, Function) + assert isinstance(func_lambda * other, Function) + assert isinstance(other * func_lambda, Function) + assert isinstance(func_array * other, Function) + assert isinstance(other * func_array, Function) + + +@pytest.mark.parametrize("other", [1, 0.1, np.int_(1), np.float_(0.1), np.array([1])]) +def test_truediv_arithmetic_priority(other): + """Test the arithmetic priority of the truediv operation of the Function class, + specially comparing to the numpy array operations. + """ + func_lambda = Function(lambda x: x**2) + func_array = Function([(1, 1), (2, 4)]) + + assert isinstance(func_lambda / func_array, Function) + assert isinstance(func_array / func_lambda, Function) + assert isinstance(func_lambda / other, Function) + assert isinstance(other / func_lambda, Function) + assert isinstance(func_array / other, Function) + assert isinstance(other / func_array, Function) + + +@pytest.mark.parametrize("other", [1, 0.1, np.int_(1), np.float_(0.1), np.array([1])]) +def test_pow_arithmetic_priority(other): + """Test the arithmetic priority of the pow operation of the Function class, + specially comparing to the numpy array operations. + """ + func_lambda = Function(lambda x: x**2) + func_array = Function([(0, 0), (1, 1), (2, 4)]) + + assert isinstance(func_lambda**func_array, Function) + assert isinstance(func_array**func_lambda, Function) + assert isinstance(func_lambda**other, Function) + assert isinstance(other**func_lambda, Function) + assert isinstance(func_array**other, Function) + assert isinstance(other**func_array, Function)