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112 lines
3.6 KiB
Python
112 lines
3.6 KiB
Python
import numpy as np
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from numpy.testing import assert_array_equal
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from pytest import raises as assert_raises
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from scipy.signal._arraytools import (axis_slice, axis_reverse,
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odd_ext, even_ext, const_ext, zero_ext)
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class TestArrayTools(object):
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def test_axis_slice(self):
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a = np.arange(12).reshape(3, 4)
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s = axis_slice(a, start=0, stop=1, axis=0)
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assert_array_equal(s, a[0:1, :])
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s = axis_slice(a, start=-1, axis=0)
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assert_array_equal(s, a[-1:, :])
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s = axis_slice(a, start=0, stop=1, axis=1)
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assert_array_equal(s, a[:, 0:1])
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s = axis_slice(a, start=-1, axis=1)
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assert_array_equal(s, a[:, -1:])
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s = axis_slice(a, start=0, step=2, axis=0)
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assert_array_equal(s, a[::2, :])
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s = axis_slice(a, start=0, step=2, axis=1)
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assert_array_equal(s, a[:, ::2])
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def test_axis_reverse(self):
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a = np.arange(12).reshape(3, 4)
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r = axis_reverse(a, axis=0)
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assert_array_equal(r, a[::-1, :])
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r = axis_reverse(a, axis=1)
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assert_array_equal(r, a[:, ::-1])
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def test_odd_ext(self):
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a = np.array([[1, 2, 3, 4, 5],
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[9, 8, 7, 6, 5]])
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odd = odd_ext(a, 2, axis=1)
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expected = np.array([[-1, 0, 1, 2, 3, 4, 5, 6, 7],
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[11, 10, 9, 8, 7, 6, 5, 4, 3]])
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assert_array_equal(odd, expected)
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odd = odd_ext(a, 1, axis=0)
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expected = np.array([[-7, -4, -1, 2, 5],
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[1, 2, 3, 4, 5],
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[9, 8, 7, 6, 5],
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[17, 14, 11, 8, 5]])
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assert_array_equal(odd, expected)
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assert_raises(ValueError, odd_ext, a, 2, axis=0)
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assert_raises(ValueError, odd_ext, a, 5, axis=1)
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def test_even_ext(self):
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a = np.array([[1, 2, 3, 4, 5],
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[9, 8, 7, 6, 5]])
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even = even_ext(a, 2, axis=1)
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expected = np.array([[3, 2, 1, 2, 3, 4, 5, 4, 3],
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[7, 8, 9, 8, 7, 6, 5, 6, 7]])
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assert_array_equal(even, expected)
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even = even_ext(a, 1, axis=0)
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expected = np.array([[9, 8, 7, 6, 5],
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[1, 2, 3, 4, 5],
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[9, 8, 7, 6, 5],
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[1, 2, 3, 4, 5]])
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assert_array_equal(even, expected)
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assert_raises(ValueError, even_ext, a, 2, axis=0)
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assert_raises(ValueError, even_ext, a, 5, axis=1)
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def test_const_ext(self):
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a = np.array([[1, 2, 3, 4, 5],
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[9, 8, 7, 6, 5]])
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const = const_ext(a, 2, axis=1)
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expected = np.array([[1, 1, 1, 2, 3, 4, 5, 5, 5],
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[9, 9, 9, 8, 7, 6, 5, 5, 5]])
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assert_array_equal(const, expected)
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const = const_ext(a, 1, axis=0)
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expected = np.array([[1, 2, 3, 4, 5],
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[1, 2, 3, 4, 5],
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[9, 8, 7, 6, 5],
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[9, 8, 7, 6, 5]])
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assert_array_equal(const, expected)
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def test_zero_ext(self):
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a = np.array([[1, 2, 3, 4, 5],
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[9, 8, 7, 6, 5]])
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zero = zero_ext(a, 2, axis=1)
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expected = np.array([[0, 0, 1, 2, 3, 4, 5, 0, 0],
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[0, 0, 9, 8, 7, 6, 5, 0, 0]])
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assert_array_equal(zero, expected)
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zero = zero_ext(a, 1, axis=0)
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expected = np.array([[0, 0, 0, 0, 0],
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[1, 2, 3, 4, 5],
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[9, 8, 7, 6, 5],
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[0, 0, 0, 0, 0]])
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assert_array_equal(zero, expected)
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