def test_compress_nd(self):
        # Tests compress_nd
        x = np.array(list(range(3 * 4 * 5))).reshape(3, 4, 5)
        m = np.zeros((3, 4, 5)).astype(bool)
        m[1, 1, 1] = True
        x = array(x, mask=m)

        # axis=None
        a = compress_nd(x)
        assert_equal(a,
                     [[[0, 2, 3, 4], [10, 12, 13, 14], [15, 17, 18, 19]],
                      [[40, 42, 43, 44], [50, 52, 53, 54], [55, 57, 58, 59]]])

        # axis=0
        a = compress_nd(x, 0)
        assert_equal(a,
                     [[[0, 1, 2, 3, 4], [5, 6, 7, 8, 9], [10, 11, 12, 13, 14],
                       [15, 16, 17, 18, 19]],
                      [[40, 41, 42, 43, 44], [45, 46, 47, 48, 49],
                       [50, 51, 52, 53, 54], [55, 56, 57, 58, 59]]])

        # axis=1
        a = compress_nd(x, 1)
        assert_equal(a, [
            [[0, 1, 2, 3, 4], [10, 11, 12, 13, 14], [15, 16, 17, 18, 19]],
            [[20, 21, 22, 23, 24], [30, 31, 32, 33, 34], [35, 36, 37, 38, 39]],
            [[40, 41, 42, 43, 44], [50, 51, 52, 53, 54], [55, 56, 57, 58, 59]]
        ])

        a2 = compress_nd(x, (1, ))
        a3 = compress_nd(x, -2)
        a4 = compress_nd(x, (-2, ))
        assert_equal(a, a2)
        assert_equal(a, a3)
        assert_equal(a, a4)

        # axis=2
        a = compress_nd(x, 2)
        assert_equal(
            a,
            [[[0, 2, 3, 4], [5, 7, 8, 9], [10, 12, 13, 14], [15, 17, 18, 19]],
             [[20, 22, 23, 24], [25, 27, 28, 29], [30, 32, 33, 34],
              [35, 37, 38, 39]],
             [[40, 42, 43, 44], [45, 47, 48, 49], [50, 52, 53, 54],
              [55, 57, 58, 59]]])

        a2 = compress_nd(x, (2, ))
        a3 = compress_nd(x, -1)
        a4 = compress_nd(x, (-1, ))
        assert_equal(a, a2)
        assert_equal(a, a3)
        assert_equal(a, a4)

        # axis=(0, 1)
        a = compress_nd(x, (0, 1))
        assert_equal(a, [[
            [0, 1, 2, 3, 4], [10, 11, 12, 13, 14], [15, 16, 17, 18, 19]
        ], [[40, 41, 42, 43, 44], [50, 51, 52, 53, 54], [55, 56, 57, 58, 59]]])
        a2 = compress_nd(x, (0, -2))
        assert_equal(a, a2)

        # axis=(1, 2)
        a = compress_nd(x, (1, 2))
        assert_equal(a,
                     [[[0, 2, 3, 4], [10, 12, 13, 14], [15, 17, 18, 19]],
                      [[20, 22, 23, 24], [30, 32, 33, 34], [35, 37, 38, 39]],
                      [[40, 42, 43, 44], [50, 52, 53, 54], [55, 57, 58, 59]]])

        a2 = compress_nd(x, (-2, 2))
        a3 = compress_nd(x, (1, -1))
        a4 = compress_nd(x, (-2, -1))
        assert_equal(a, a2)
        assert_equal(a, a3)
        assert_equal(a, a4)

        # axis=(0, 2)
        a = compress_nd(x, (0, 2))
        assert_equal(
            a,
            [[[0, 2, 3, 4], [5, 7, 8, 9], [10, 12, 13, 14], [15, 17, 18, 19]],
             [[40, 42, 43, 44], [45, 47, 48, 49], [50, 52, 53, 54],
              [55, 57, 58, 59]]])

        a2 = compress_nd(x, (0, -1))
        assert_equal(a, a2)
Exemple #2
0
    def test_compress_nd(self):
        # Tests compress_nd
        x = np.array(list(range(3*4*5))).reshape(3, 4, 5)
        m = np.zeros((3,4,5)).astype(bool)
        m[1,1,1] = True
        x = array(x, mask=m)

        # axis=None
        a = compress_nd(x)
        assert_equal(a, [[[ 0,  2,  3,  4],
                          [10, 12, 13, 14],
                          [15, 17, 18, 19]],
                         [[40, 42, 43, 44],
                          [50, 52, 53, 54],
                          [55, 57, 58, 59]]])

        # axis=0
        a = compress_nd(x, 0)
        assert_equal(a, [[[ 0,  1,  2,  3,  4],
                          [ 5,  6,  7,  8,  9],
                          [10, 11, 12, 13, 14],
                          [15, 16, 17, 18, 19]],
                         [[40, 41, 42, 43, 44],
                          [45, 46, 47, 48, 49],
                          [50, 51, 52, 53, 54],
                          [55, 56, 57, 58, 59]]])

        # axis=1
        a = compress_nd(x, 1)
        assert_equal(a, [[[ 0,  1,  2,  3,  4],
                          [10, 11, 12, 13, 14],
                          [15, 16, 17, 18, 19]],
                         [[20, 21, 22, 23, 24],
                          [30, 31, 32, 33, 34],
                          [35, 36, 37, 38, 39]],
                         [[40, 41, 42, 43, 44],
                          [50, 51, 52, 53, 54],
                          [55, 56, 57, 58, 59]]])

        a2 = compress_nd(x, (1,))
        a3 = compress_nd(x, -2)
        a4 = compress_nd(x, (-2,))
        assert_equal(a, a2)
        assert_equal(a, a3)
        assert_equal(a, a4)

        # axis=2
        a = compress_nd(x, 2)
        assert_equal(a, [[[ 0, 2,  3,  4],
                          [ 5, 7,  8,  9],
                          [10, 12, 13, 14],
                          [15, 17, 18, 19]],
                         [[20, 22, 23, 24],
                          [25, 27, 28, 29],
                          [30, 32, 33, 34],
                          [35, 37, 38, 39]],
                         [[40, 42, 43, 44],
                          [45, 47, 48, 49],
                          [50, 52, 53, 54],
                          [55, 57, 58, 59]]])

        a2 = compress_nd(x, (2,))
        a3 = compress_nd(x, -1)
        a4 = compress_nd(x, (-1,))
        assert_equal(a, a2)
        assert_equal(a, a3)
        assert_equal(a, a4)

        # axis=(0, 1)
        a = compress_nd(x, (0, 1))
        assert_equal(a, [[[ 0,  1,  2,  3,  4],
                          [10, 11, 12, 13, 14],
                          [15, 16, 17, 18, 19]],
                         [[40, 41, 42, 43, 44],
                          [50, 51, 52, 53, 54],
                          [55, 56, 57, 58, 59]]])
        a2 = compress_nd(x, (0, -2))
        assert_equal(a, a2)

        # axis=(1, 2)
        a = compress_nd(x, (1, 2))
        assert_equal(a, [[[ 0,  2,  3,  4],
                          [10, 12, 13, 14],
                          [15, 17, 18, 19]],
                         [[20, 22, 23, 24],
                          [30, 32, 33, 34],
                          [35, 37, 38, 39]],
                         [[40, 42, 43, 44],
                          [50, 52, 53, 54],
                          [55, 57, 58, 59]]])

        a2 = compress_nd(x, (-2, 2))
        a3 = compress_nd(x, (1, -1))
        a4 = compress_nd(x, (-2, -1))
        assert_equal(a, a2)
        assert_equal(a, a3)
        assert_equal(a, a4)

        # axis=(0, 2)
        a = compress_nd(x, (0, 2))
        assert_equal(a, [[[ 0,  2,  3,  4],
                          [ 5,  7,  8,  9],
                          [10, 12, 13, 14],
                          [15, 17, 18, 19]],
                         [[40, 42, 43, 44],
                          [45, 47, 48, 49],
                          [50, 52, 53, 54],
                          [55, 57, 58, 59]]])

        a2 = compress_nd(x, (0, -1))
        assert_equal(a, a2)