manyi/venv/Lib/site-packages/scipy/signal/tests/test_array_tools.py

from __future__ import division, print_function, absolute_import

import numpy as np

from numpy.testing import assert_array_equal
from pytest import raises as assert_raises

from scipy.signal._arraytools import (axis_slice, axis_reverse,
     odd_ext, even_ext, const_ext, zero_ext)


class TestArrayTools(object):

    def test_axis_slice(self):
        a = np.arange(12).reshape(3, 4)

        s = axis_slice(a, start=0, stop=1, axis=0)
        assert_array_equal(s, a[0:1, :])

        s = axis_slice(a, start=-1, axis=0)
        assert_array_equal(s, a[-1:, :])

        s = axis_slice(a, start=0, stop=1, axis=1)
        assert_array_equal(s, a[:, 0:1])

        s = axis_slice(a, start=-1, axis=1)
        assert_array_equal(s, a[:, -1:])

        s = axis_slice(a, start=0, step=2, axis=0)
        assert_array_equal(s, a[::2, :])

        s = axis_slice(a, start=0, step=2, axis=1)
        assert_array_equal(s, a[:, ::2])

    def test_axis_reverse(self):
        a = np.arange(12).reshape(3, 4)

        r = axis_reverse(a, axis=0)
        assert_array_equal(r, a[::-1, :])

        r = axis_reverse(a, axis=1)
        assert_array_equal(r, a[:, ::-1])

    def test_odd_ext(self):
        a = np.array([[1, 2, 3, 4, 5],
                      [9, 8, 7, 6, 5]])

        odd = odd_ext(a, 2, axis=1)
        expected = np.array([[-1, 0, 1, 2, 3, 4, 5, 6, 7],
                             [11, 10, 9, 8, 7, 6, 5, 4, 3]])
        assert_array_equal(odd, expected)

        odd = odd_ext(a, 1, axis=0)
        expected = np.array([[-7, -4, -1, 2, 5],
                             [1, 2, 3, 4, 5],
                             [9, 8, 7, 6, 5],
                             [17, 14, 11, 8, 5]])
        assert_array_equal(odd, expected)

        assert_raises(ValueError, odd_ext, a, 2, axis=0)
        assert_raises(ValueError, odd_ext, a, 5, axis=1)

    def test_even_ext(self):
        a = np.array([[1, 2, 3, 4, 5],
                      [9, 8, 7, 6, 5]])

        even = even_ext(a, 2, axis=1)
        expected = np.array([[3, 2, 1, 2, 3, 4, 5, 4, 3],
                             [7, 8, 9, 8, 7, 6, 5, 6, 7]])
        assert_array_equal(even, expected)

        even = even_ext(a, 1, axis=0)
        expected = np.array([[9, 8, 7, 6, 5],
                             [1, 2, 3, 4, 5],
                             [9, 8, 7, 6, 5],
                             [1, 2, 3, 4, 5]])
        assert_array_equal(even, expected)

        assert_raises(ValueError, even_ext, a, 2, axis=0)
        assert_raises(ValueError, even_ext, a, 5, axis=1)

    def test_const_ext(self):
        a = np.array([[1, 2, 3, 4, 5],
                      [9, 8, 7, 6, 5]])

        const = const_ext(a, 2, axis=1)
        expected = np.array([[1, 1, 1, 2, 3, 4, 5, 5, 5],
                             [9, 9, 9, 8, 7, 6, 5, 5, 5]])
        assert_array_equal(const, expected)

        const = const_ext(a, 1, axis=0)
        expected = np.array([[1, 2, 3, 4, 5],
                             [1, 2, 3, 4, 5],
                             [9, 8, 7, 6, 5],
                             [9, 8, 7, 6, 5]])
        assert_array_equal(const, expected)

    def test_zero_ext(self):
        a = np.array([[1, 2, 3, 4, 5],
                      [9, 8, 7, 6, 5]])

        zero = zero_ext(a, 2, axis=1)
        expected = np.array([[0, 0, 1, 2, 3, 4, 5, 0, 0],
                             [0, 0, 9, 8, 7, 6, 5, 0, 0]])
        assert_array_equal(zero, expected)

        zero = zero_ext(a, 1, axis=0)
        expected = np.array([[0, 0, 0, 0, 0],
                             [1, 2, 3, 4, 5],
                             [9, 8, 7, 6, 5],
                             [0, 0, 0, 0, 0]])
        assert_array_equal(zero, expected)