def test_inactive_boundaries():
    rmg = RasterModelGrid(3, 4, 1.)
    assert_array_equal(rmg.active_links,
                       np.array([1,  2,  5,  6, 11, 12, 13]))
    assert_array_equal(
        rmg.node_active_inlink_matrix,
        np.array([[-1, -1, -1, -1, -1,  0,  1, -1, -1,  2,  3, -1],
                  [-1, -1, -1, -1, -1,  4,  5,  6, -1, -1, -1, -1]]))

    rmg.set_inactive_boundaries(True, True, True, True)
    assert_array_equal(rmg.active_links, np.array([12]))
    assert_array_equal(
        rmg.node_active_inlink_matrix,
        np.array([[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1, -1,  0, -1, -1, -1, -1, -1]]))
    assert_array_equal(
        rmg.node_active_outlink_matrix,
        np.array([[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1,  0, -1, -1, -1, -1, -1, -1]]))
    assert_array_equal(
        rmg.active_node_links(),
        np.array([[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1, -1,  0, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1,  0, -1, -1, -1, -1, -1, -1]]))
def test_inactive_interiors():
    rmg = RasterModelGrid(4, 5, 1.)
    rmg.set_inactive_nodes([6, 12])
    assert_array_equal(rmg.active_node_links(),
                       np.array([[-1, -1, -1, -1, -1,
                                  -1, -1,  0,  1, -1,
                                  -1, -1, -1,  2, -1,
                                  -1,  3, -1,  4, -1],
                                 [-1, -1, -1, -1, -1,
                                  -1, -1, -1,  5,  6,
                                  -1,  7, -1, -1,  8,
                                  -1, -1, -1, -1, -1],
                                 [-1, -1,  0,  1, -1,
                                  -1, -1, -1,  2, -1,
                                  -1,  3, -1,  4, -1,
                                  -1, -1, -1, -1, -1],
                                 [-1, -1, -1, -1, -1,
                                  -1, -1,  5,  6, -1,
                                  7, -1, -1,  8, -1,
                                  -1, -1, -1, -1, -1]]))
def test_inactive_interiors():
    rmg = RasterModelGrid(4, 5, 1.)
    rmg.set_inactive_nodes([6, 12])
    assert_array_equal(
        rmg.active_node_links(),
        np.array([[
            -1, -1, -1, -1, -1, -1, -1, 0, 1, -1, -1, -1, -1, 2, -1, -1, 3, -1,
            4, -1
        ],
                  [
                      -1, -1, -1, -1, -1, -1, -1, -1, 5, 6, -1, 7, -1, -1, 8,
                      -1, -1, -1, -1, -1
                  ],
                  [
                      -1, -1, 0, 1, -1, -1, -1, -1, 2, -1, -1, 3, -1, 4, -1,
                      -1, -1, -1, -1, -1
                  ],
                  [
                      -1, -1, -1, -1, -1, -1, -1, 5, 6, -1, 7, -1, -1, 8, -1,
                      -1, -1, -1, -1, -1
                  ]]))
def test_inactive_boundaries():
    rmg = RasterModelGrid(3, 4, 1.)
    assert_array_equal(rmg.active_links, np.array([1, 2, 5, 6, 11, 12, 13]))
    assert_array_equal(
        rmg.node_active_inlink_matrix,
        np.array([[-1, -1, -1, -1, -1, 0, 1, -1, -1, 2, 3, -1],
                  [-1, -1, -1, -1, -1, 4, 5, 6, -1, -1, -1, -1]]))

    rmg.set_inactive_boundaries(True, True, True, True)
    assert_array_equal(rmg.active_links, np.array([12]))
    assert_array_equal(
        rmg.node_active_inlink_matrix,
        np.array([[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1]]))
    assert_array_equal(
        rmg.node_active_outlink_matrix,
        np.array([[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1]]))
    assert_array_equal(
        rmg.active_node_links(),
        np.array([[-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1],
                  [-1, -1, -1, -1, -1, 0, -1, -1, -1, -1, -1, -1]]))
Exemple #5
0
class TestRasterModelGrid(object):
    def setup(self):
        """
        These tests use a grid that 4x5 nodes::

         15------16------17------18------19
          |       |       |       |       |
          |       |       |       |       |
          |       |       |       |       |
         10------11------12------13------14
          |       |       |       |       |
          |       |       |       |       |   
          |       |       |       |       |
          5-------6-------7-------8-------9
          |       |       |       |       |
          |       |       |       |       |
          |       |       |       |       |
          0-------1-------2-------3-------4
        """
        self.num_rows = 4
        self.num_cols = 5
        self.spacing = 1.
        self.rmg = RasterModelGrid(self.num_rows,
                                   self.num_cols,
                                   dx=self.spacing)

    def test_create_grid(self):
        """
        Create a raster grid.
        """
        grid = RasterModelGrid(num_rows=4, num_cols=5)

    def test_grid_dimensions(self):
        """
        Use the default spacing of 1.
        """
        assert_equal(self.rmg.get_grid_ydimension(), self.num_rows - 1)
        assert_equal(self.rmg.get_grid_xdimension(), self.num_cols - 1)

    def test_grid_dimensions_non_unit_spacing(self):
        """
        Check the width of the grid. The x-dimension is the columns, and the
        y-dimension is the rows.
        """
        rmg = RasterModelGrid(4, 5, dx=2.)
        assert_equal(rmg.get_grid_ydimension(), 6.)
        assert_equal(rmg.get_grid_xdimension(), 8.)

    def test_nodes_around_point(self):
        surrounding_ids = self.rmg.get_nodes_around_point(2.1, 1.1)
        assert_array_equal(surrounding_ids, np.array([7, 12, 13, 8]))

        surrounding_ids = self.rmg.get_nodes_around_point(2.1, .9)
        assert_array_equal(surrounding_ids, np.array([2, 7, 8, 3]))

    def test_neighbor_list_with_scalar_arg(self):
        assert_array_equal(self.rmg.get_neighbor_list(6),
                           np.array([7, 11, 5, 1]))
        assert_array_equal(self.rmg.get_neighbor_list(-1),
                           np.array([X, X, X, X]))
        assert_array_equal(self.rmg.get_neighbor_list(-2),
                           np.array([X, X, X, 13]))

    def test_neighbor_list_with_array_arg(self):
        assert_array_equal(self.rmg.get_neighbor_list([6, -1]),
                           np.array([[7, 11, 5, 1], [X, X, X, X]]))

    def test_neighbor_list_with_no_args(self):
        expected = np.array([[X, X, X, X], [X, 6, X, X], [X, 7, X, X],
                             [X, 8, X, X], [X, X, X, X], [6, X, X, X],
                             [7, 11, 5, 1], [8, 12, 6, 2], [9, 13, 7, 3],
                             [X, X, 8, X], [11, X, X, X], [12, 16, 10, 6],
                             [13, 17, 11, 7], [14, 18, 12, 8], [X, X, 13, X],
                             [X, X, X, X], [X, X, X, 11], [X, X, X, 12],
                             [X, X, X, 13], [X, X, X, X]])

        print expected
        print self.rmg.get_neighbor_list()

        assert_array_equal(self.rmg.get_neighbor_list(), expected)

    def test_node_x(self):
        assert_array_equal(
            self.rmg.node_x,
            np.array([
                0., 1., 2., 3., 4., 0., 1., 2., 3., 4., 0., 1., 2., 3., 4., 0.,
                1., 2., 3., 4.
            ]))

    def test_node_y(self):
        assert_array_equal(
            self.rmg.node_y,
            np.array([
                0., 0., 0., 0., 0., 1., 1., 1., 1., 1., 2., 2., 2., 2., 2., 3.,
                3., 3., 3., 3.
            ]))

    @raises(ValueError)
    def test_node_x_is_immutable(self):
        self.rmg.node_x[0] = 0

    @raises(ValueError)
    def test_node_y_is_immutable(self):
        self.rmg.node_y[0] = 0

    def test_node_axis_coordinates(self):
        assert_is(
            self.rmg.node_axis_coordinates(axis=0).base, self.rmg.node_y.base)
        assert_is(
            self.rmg.node_axis_coordinates(axis=1).base, self.rmg.node_x.base)
        assert_is(
            self.rmg.node_axis_coordinates(axis=-1).base, self.rmg.node_x.base)
        assert_is(
            self.rmg.node_axis_coordinates(axis=-2).base, self.rmg.node_y.base)

    def test_diagonal_list(self):
        assert_array_equal(self.rmg.get_diagonal_list(6),
                           np.array([12, 10, 0, 2]))
        assert_array_equal(self.rmg.get_diagonal_list(-1),
                           np.array([-1, -1, -1, -1]))
        assert_array_equal(self.rmg.get_diagonal_list([6, -1]),
                           np.array([[12, 10, 0, 2], [-1, -1, -1, -1]]))
        assert_array_equal(
            self.rmg.get_diagonal_list(),
            np.array([[-1, -1, -1, -1], [-1, -1, -1, -1], [-1, -1, -1, -1],
                      [-1, -1, -1, -1], [-1, -1, -1, -1], [-1, -1, -1, -1],
                      [12, 10, 0, 2], [13, 11, 1, 3], [14, 12, 2, 4],
                      [-1, -1, -1, -1], [-1, -1, -1, -1], [17, 15, 5, 7],
                      [18, 16, 6, 8], [19, 17, 7, 9], [-1, -1, -1, -1],
                      [-1, -1, -1, -1], [-1, -1, -1, -1], [-1, -1, -1, -1],
                      [-1, -1, -1, -1], [-1, -1, -1, -1]]))

    def test_diagonal_list_boundary(self):
        assert_array_equal(self.rmg.get_diagonal_list(0),
                           np.array([-1, -1, -1, -1]))

    def test_is_interior(self):
        for cell_id in [0, 1, 2, 3, 4, 5, 9, 10, 14, 15, 16, 17, 18, 19]:
            assert_false(self.rmg.is_interior(cell_id))
        for cell_id in [6, 7, 8, 11, 12, 13]:
            assert_true(self.rmg.is_interior(cell_id))

    def test_get_interior_cells(self):
        assert_array_equal(self.rmg.get_active_cell_node_ids(),
                           np.array([6, 7, 8, 11, 12, 13]))

    def test_active_links(self):
        assert_equal(self.rmg.number_of_active_links, 17)
        assert_array_equal(
            self.rmg.active_links,
            np.array(
                [1, 2, 3, 6, 7, 8, 11, 12, 13, 19, 20, 21, 22, 23, 24, 25,
                 26]))

    def test_active_link_fromnode(self):
        assert_array_equal(
            self.rmg.activelink_fromnode,
            np.array(
                [1, 2, 3, 6, 7, 8, 11, 12, 13, 5, 6, 7, 8, 10, 11, 12, 13]))

    def test_active_link_tonode(self):
        assert_array_equal(
            self.rmg.activelink_tonode,
            np.array(
                [6, 7, 8, 11, 12, 13, 16, 17, 18, 6, 7, 8, 9, 11, 12, 13, 14]))

    def test_active_link_num_inlink(self):
        assert_array_equal(
            self.rmg.node_numactiveinlink,
            np.array(
                [0, 0, 0, 0, 0, 0, 2, 2, 2, 1, 0, 2, 2, 2, 1, 0, 1, 1, 1, 0]))

    def test_active_link_num_outlink(self):
        assert_array_equal(
            self.rmg.node_numactiveoutlink,
            np.array(
                [0, 1, 1, 1, 0, 1, 2, 2, 2, 0, 1, 2, 2, 2, 0, 0, 0, 0, 0, 0]))

    def test_active_inlink_matrix(self):
        assert_array_equal(
            self.rmg.node_active_inlink_matrix,
            np.array([[
                -1, -1, -1, -1, -1, -1, 0, 1, 2, -1, -1, 3, 4, 5, -1, -1, 6, 7,
                8, -1
            ],
                      [
                          -1, -1, -1, -1, -1, -1, 9, 10, 11, 12, -1, 13, 14,
                          15, 16, -1, -1, -1, -1, -1
                      ]]))

    def test_active_outlink_matrix(self):
        assert_array_equal(
            self.rmg.node_active_outlink_matrix,
            np.array([[
                -1, 0, 1, 2, -1, -1, 3, 4, 5, -1, -1, 6, 7, 8, -1, -1, -1, -1,
                -1, -1
            ],
                      [
                          -1, -1, -1, -1, -1, 9, 10, 11, 12, -1, 13, 14, 15,
                          16, -1, -1, -1, -1, -1, -1
                      ]]))

    def test_active_node_links_scalar_interior(self):
        assert_array_equal(self.rmg.active_node_links([6]),
                           np.array([[0, 9, 3, 10]]).T)

    def test_active_node_links_scalar_boundary(self):
        assert_array_equal(self.rmg.active_node_links([1]),
                           np.array([[-1, -1, 0, -1]]).T)

    def test_active_node_with_array_arg(self):
        assert_array_equal(self.rmg.active_node_links([6, 7]),
                           np.array([[0, 9, 3, 10], [1, 10, 4, 11]]).T)

    def test_active_node_links_with_no_args(self):
        assert_array_equal(
            self.rmg.active_node_links(),
            np.array([[
                -1, -1, -1, -1, -1, -1, 0, 1, 2, -1, -1, 3, 4, 5, -1, -1, 6, 7,
                8, -1
            ],
                      [
                          -1, -1, -1, -1, -1, -1, 9, 10, 11, 12, -1, 13, 14,
                          15, 16, -1, -1, -1, -1, -1
                      ],
                      [
                          -1, 0, 1, 2, -1, -1, 3, 4, 5, -1, -1, 6, 7, 8, -1,
                          -1, -1, -1, -1, -1
                      ],
                      [
                          -1, -1, -1, -1, -1, 9, 10, 11, 12, -1, 13, 14, 15,
                          16, -1, -1, -1, -1, -1, -1
                      ]]))

    def test_link_fromnode(self):
        assert_array_equal(
            self.rmg.link_fromnode,
            np.array([
                0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 0, 1, 2, 3,
                5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18
            ]))

    def test_link_tonode(self):
        assert_array_equal(
            self.rmg.link_tonode,
            np.array([
                5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 1, 2, 3,
                4, 6, 7, 8, 9, 11, 12, 13, 14, 16, 17, 18, 19
            ]))

    def test_link_num_inlink(self):
        assert_array_equal(
            self.rmg.node_numinlink,
            np.array(
                [0, 1, 1, 1, 1, 1, 2, 2, 2, 2, 1, 2, 2, 2, 2, 1, 2, 2, 2, 2]))

    def test_link_num_outlink(self):
        assert_array_equal(
            self.rmg.node_numoutlink,
            np.array(
                [2, 2, 2, 2, 1, 2, 2, 2, 2, 1, 2, 2, 2, 2, 1, 1, 1, 1, 1, 0]))

    def test_node_inlink_matrix(self):
        assert_array_equal(
            self.rmg.node_inlink_matrix,
            np.array([[
                -1, -1, -1, -1, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12,
                13, 14
            ],
                      [
                          -1, 15, 16, 17, 18, -1, 19, 20, 21, 22, -1, 23, 24,
                          25, 26, -1, 27, 28, 29, 30
                      ]]))

    def test_node_outlink_matrix(self):
        assert_array_equal(
            self.rmg.node_outlink_matrix,
            np.array([[
                0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, -1, -1, -1,
                -1, -1
            ],
                      [
                          15, 16, 17, 18, -1, 19, 20, 21, 22, -1, 23, 24, 25,
                          26, -1, 27, 28, 29, 30, -1
                      ]]))

    def test_node_links_with_scalar_interior(self):
        assert_array_equal(self.rmg.node_links([6]),
                           np.array([[1, 19, 6, 20]]).T)

    def test_node_links_with_scalar_boundary(self):
        assert_array_equal(self.rmg.node_links([1]),
                           np.array([[-1, 15, 1, 16]]).T)

    def test_node_links_with_array_arg(self):
        assert_array_equal(self.rmg.node_links([6, 7]),
                           np.array([[1, 19, 6, 20], [2, 20, 7, 21]]).T)

    def test_node_links_with_no_args(self):
        assert_array_equal(
            self.rmg.node_links(),
            np.array([[
                -1, -1, -1, -1, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12,
                13, 14
            ],
                      [
                          -1, 15, 16, 17, 18, -1, 19, 20, 21, 22, -1, 23, 24,
                          25, 26, -1, 27, 28, 29, 30
                      ],
                      [
                          0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, -1,
                          -1, -1, -1, -1
                      ],
                      [
                          15, 16, 17, 18, -1, 19, 20, 21, 22, -1, 23, 24, 25,
                          26, -1, 27, 28, 29, 30, -1
                      ]]))

    def test_link_face(self):
        assert_array_equal(
            self.rmg.link_face,
            np.array([
                X, 0, 1, 2, X, X, 3, 4, 5, X, X, 6, 7, 8, X, X, X, X, X, 9, 10,
                11, 12, 13, 14, 15, 16, X, X, X, X
            ]))

    def test_grid_coords_to_node_id_with_scalar(self):
        assert_equal(self.rmg.grid_coords_to_node_id(3, 4), 19)

    def test_grid_coords_to_node_id_with_array(self):
        assert_array_equal(self.rmg.grid_coords_to_node_id((3, 2), (4, 1)),
                           np.array([19, 11]))

    def test_grid_coords_to_node_id_outside_of_grid(self):
        assert_raises(ValueError, self.rmg.grid_coords_to_node_id, 5, 0)

    def test_create_diagonal_list(self):
        self.rmg.create_diagonal_list()

        assert_array_equal(
            self.rmg.get_diagonal_list(),
            np.array([[-1, -1, -1, -1], [-1, -1, -1, -1], [-1, -1, -1, -1],
                      [-1, -1, -1, -1], [-1, -1, -1, -1], [-1, -1, -1, -1],
                      [12, 10, 0, 2], [13, 11, 1, 3], [14, 12, 2, 4],
                      [-1, -1, -1, -1], [-1, -1, -1, -1], [17, 15, 5, 7],
                      [18, 16, 6, 8], [19, 17, 7, 9], [-1, -1, -1, -1],
                      [-1, -1, -1, -1], [-1, -1, -1, -1], [-1, -1, -1, -1],
                      [-1, -1, -1, -1], [-1, -1, -1, -1]]))
Exemple #6
0
class TestRasterModelGrid(object):
    def setup(self):
        """
        These tests use a grid that 4x5 nodes::

         15------16------17------18------19
          |       |       |       |       |
          |       |       |       |       |
          |       |       |       |       |
         10------11------12------13------14
          |       |       |       |       |
          |       |       |       |       |   
          |       |       |       |       |
          5-------6-------7-------8-------9
          |       |       |       |       |
          |       |       |       |       |
          |       |       |       |       |
          0-------1-------2-------3-------4
        """
        self.num_rows = 4
        self.num_cols = 5
        self.spacing = 1.
        self.rmg = RasterModelGrid(self.num_rows, self.num_cols,
                                   dx=self.spacing)

    def test_create_grid(self):
        """
        Create a raster grid.
        """
        grid = RasterModelGrid(num_rows=4, num_cols=5)

    def test_grid_dimensions(self):
        """
        Use the default spacing of 1.
        """
        assert_equal(self.rmg.get_grid_ydimension(), self.num_rows-1)
        assert_equal(self.rmg.get_grid_xdimension(), self.num_cols-1)

    def test_grid_dimensions_non_unit_spacing(self):
        """
        Check the width of the grid. The x-dimension is the columns, and the
        y-dimension is the rows.
        """
        rmg = RasterModelGrid(4, 5, dx=2.)
        assert_equal(rmg.get_grid_ydimension(), 6.)
        assert_equal(rmg.get_grid_xdimension(), 8.)

    def test_nodes_around_point(self):
        surrounding_ids = self.rmg.get_nodes_around_point(2.1, 1.1)
        assert_array_equal(surrounding_ids, np.array([7, 12, 13, 8]))

        surrounding_ids = self.rmg.get_nodes_around_point(2.1, .9)
        assert_array_equal(surrounding_ids, np.array([2, 7, 8, 3]))

    def test_neighbor_list_with_scalar_arg(self):
        assert_array_equal(self.rmg.get_neighbor_list(6),
                           np.array([7, 11, 5, 1]))
        assert_array_equal(self.rmg.get_neighbor_list(-1),
                           np.array([X, X, X, X]))
        assert_array_equal(self.rmg.get_neighbor_list(-2),
                           np.array([X, X, X, 13]))

    def test_neighbor_list_with_array_arg(self):
        assert_array_equal(self.rmg.get_neighbor_list([6, -1]),
                           np.array([[7, 11, 5, 1], [X, X, X, X]]))

    def test_neighbor_list_with_no_args(self):
        expected = np.array([
            [ X,  X,  X,  X], [ X,  6,  X,  X], [ X,  7,  X,  X], [ X,  8,  X,  X], [ X,  X,  X,  X],
            [ 6,  X,  X,  X], [ 7, 11,  5,  1], [ 8, 12,  6,  2], [ 9, 13,  7,  3], [ X,  X,  8,  X],
            [11,  X,  X,  X], [12, 16, 10,  6], [13, 17, 11,  7], [14, 18, 12,  8], [ X,  X, 13,  X],
            [ X,  X,  X,  X], [ X,  X,  X, 11], [ X,  X,  X, 12], [ X,  X,  X, 13], [ X,  X,  X,  X]])

        print expected
        print self.rmg.get_neighbor_list() 

        assert_array_equal(self.rmg.get_neighbor_list(), expected)

    def test_node_x(self):
        assert_array_equal(self.rmg.node_x,
                           np.array([0., 1., 2., 3., 4.,
                                     0., 1., 2., 3., 4.,
                                     0., 1., 2., 3., 4.,
                                     0., 1., 2., 3., 4.]))

    def test_node_y(self):
        assert_array_equal(self.rmg.node_y,
                              np.array([0., 0., 0., 0., 0.,
                                        1., 1., 1., 1., 1.,
                                        2., 2., 2., 2., 2.,
                                        3., 3., 3., 3., 3.]))

    @raises(ValueError)
    def test_node_x_is_immutable(self):
        self.rmg.node_x[0] = 0

    @raises(ValueError)
    def test_node_y_is_immutable(self):
        self.rmg.node_y[0] = 0

    def test_node_axis_coordinates(self):
        assert_is(self.rmg.node_axis_coordinates(axis=0).base,
                  self.rmg.node_y.base)
        assert_is(self.rmg.node_axis_coordinates(axis=1).base,
                  self.rmg.node_x.base)
        assert_is(self.rmg.node_axis_coordinates(axis=-1).base,
                  self.rmg.node_x.base)
        assert_is(self.rmg.node_axis_coordinates(axis=-2).base,
                  self.rmg.node_y.base)

    def test_diagonal_list(self):
        assert_array_equal(self.rmg.get_diagonal_list(6),
                           np.array([12, 10, 0, 2]))
        assert_array_equal(self.rmg.get_diagonal_list(-1),
                           np.array([X, X, 13, X]))
        assert_array_equal(self.rmg.get_diagonal_list([6, -1]),
                           np.array([[12, 10, 0, 2], [X, X, 13, X]]))
        assert_array_equal(
            self.rmg.get_diagonal_list(),
            np.array([[6, X, X, X], [7, 5, X, X], [8, 6, X, X],
                        [9, 7, X, X], [X, 8, X, X],
                      [11, X, X, 1], [12, 10,  0,  2], [13, 11,  1,  3],
                        [14, 12,  2,  4], [X, 13, 3, X],
                      [16, X, X, 6], [17, 15,  5,  7], [18, 16,  6,  8],
                        [19, 17,  7,  9], [X, 18, 8, X],
                      [X, X, X, 11], [X, X, 10, 12], [X, X, 11, 13],
                        [X, X, 12, 14], [X, X, 13, X]]))

    def test_diagonal_list_boundary(self):
        assert_array_equal(self.rmg.get_diagonal_list(0),
                           np.array([6, X, X, X]))

    def test_is_interior(self):
        for cell_id in [0, 1, 2, 3, 4, 5, 9, 10, 14, 15, 16, 17, 18, 19]:
            assert_false(self.rmg.is_interior(cell_id))
        for cell_id in [6, 7, 8, 11, 12, 13]:
            assert_true(self.rmg.is_interior(cell_id))

    def test_get_interior_cells(self):
        assert_array_equal(self.rmg.get_active_cell_node_ids(),
                           np.array([6, 7, 8, 11, 12, 13]))

    def test_active_links(self):
        assert_equal(self.rmg.number_of_active_links, 17)
        assert_array_equal(self.rmg.active_links,
                           np.array([1, 2, 3, 6, 7, 8, 11, 12, 13,
                                     19, 20, 21, 22, 23, 24, 25, 26]))

    def test_active_link_fromnode(self):
        assert_array_equal(self.rmg.activelink_fromnode,
                           np.array([1, 2, 3, 6, 7, 8, 11, 12, 13,
                                     5, 6, 7, 8, 10, 11, 12, 13]))

    def test_active_link_tonode(self):
        assert_array_equal(self.rmg.activelink_tonode,
                           np.array([6, 7, 8, 11, 12, 13, 16, 17, 18,
                                     6, 7, 8, 9, 11, 12, 13, 14]))

    def test_active_link_num_inlink(self):
        assert_array_equal(self.rmg.node_numactiveinlink,
                           np.array([0, 0, 0, 0, 0,
                                     0, 2, 2, 2, 1,
                                     0, 2, 2, 2, 1,
                                     0, 1, 1, 1, 0]))

    def test_active_link_num_outlink(self):
        assert_array_equal(self.rmg.node_numactiveoutlink,
                           np.array([0, 1, 1, 1, 0,
                                     1, 2, 2, 2, 0,
                                     1, 2, 2, 2, 0,
                                     0, 0, 0, 0, 0]))

    def test_active_inlink_matrix(self):
        assert_array_equal(
            self.rmg.node_active_inlink_matrix,
            np.array([[-1, -1, -1, -1, -1,
                       -1,  0,  1,  2, -1,
                       -1,  3,  4,  5, -1,
                       -1,  6, 7,  8, -1],
                      [-1, -1, -1, -1, -1,
                       -1,  9, 10, 11, 12,
                       -1, 13, 14, 15, 16,
                       -1, -1, -1, -1, -1]]))

    def test_active_outlink_matrix(self):
        assert_array_equal(
            self.rmg.node_active_outlink_matrix,
            np.array([[-1,  0,  1,  2, -1,
                       -1,  3,  4,  5, -1,
                       -1,  6,  7,  8, -1,
                       -1, -1, -1, -1, -1],
                      [-1, -1, -1, -1, -1,
                        9, 10, 11, 12, -1,
                       13, 14, 15, 16, -1,
                       -1, -1, -1, -1, -1]]))

    def test_active_node_links_scalar_interior(self):
        assert_array_equal(
            self.rmg.active_node_links([6]),
            np.array([[0, 9, 3, 10]]).T)

    def test_active_node_links_scalar_boundary(self):
        assert_array_equal(
            self.rmg.active_node_links([1]),
            np.array([[-1, -1, 0, -1]]).T)

    def test_active_node_with_array_arg(self):
        assert_array_equal(
            self.rmg.active_node_links([6, 7]),
            np.array([[0,  9, 3, 10],
                      [1, 10, 4, 11]]).T)

    def test_active_node_links_with_no_args(self):
        assert_array_equal(
            self.rmg.active_node_links(),
            np.array([[-1, -1, -1, -1, -1, -1,  0,  1,  2, -1,
                       -1,  3,  4,  5, -1, -1,  6,  7,  8, -1],
                      [-1, -1, -1, -1, -1, -1,  9, 10, 11, 12,
                       -1, 13, 14, 15, 16, -1, -1, -1, -1, -1],
                      [-1,  0,  1,  2, -1, -1,  3,  4,  5, -1,
                       -1,  6,  7,  8, -1, -1, -1, -1, -1, -1],
                      [-1, -1, -1, -1, -1,  9, 10, 11, 12, -1,
                       13, 14, 15, 16, -1, -1, -1, -1, -1, -1]]))

    def test_link_fromnode(self):
        assert_array_equal(
            self.rmg.link_fromnode,
            np.array(
                [0, 1, 2, 3, 4, 5, 6, 7,  8,  9, 10, 11, 12, 13, 14,
                 0, 1, 2, 3, 5, 6, 7, 8, 10, 11, 12, 13, 15, 16, 17, 18]))

    def test_link_tonode(self):
        assert_array_equal(
            self.rmg.link_tonode,
            np.array(
                [5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,
                 1, 2, 3, 4, 6,  7,  8,  9, 11, 12, 13, 14, 16, 17, 18, 19]))

    def test_link_num_inlink(self):
        assert_array_equal(self.rmg.node_numinlink,
                           np.array([0, 1, 1, 1, 1,
                                     1, 2, 2, 2, 2,
                                     1, 2, 2, 2, 2,
                                     1, 2, 2, 2, 2]))

    def test_link_num_outlink(self):
        assert_array_equal(self.rmg.node_numoutlink,
                           np.array([2, 2, 2, 2, 1,
                                     2, 2, 2, 2, 1,
                                     2, 2, 2, 2, 1,
                                     1, 1, 1, 1, 0]))

    def test_node_inlink_matrix(self):
        assert_array_equal(self.rmg.node_inlink_matrix,
                           np.array([[-1, -1, -1, -1, -1,
                                       0,  1,  2,  3,  4,
                                       5,  6,  7,  8,  9,
                                      10, 11, 12, 13, 14],
                                     [-1, 15, 16, 17, 18,
                                      -1, 19, 20, 21, 22,
                                      -1, 23, 24, 25, 26,
                                      -1, 27, 28, 29, 30]]))

    def test_node_outlink_matrix(self):
        assert_array_equal(self.rmg.node_outlink_matrix,
                           np.array([[ 0,  1,  2,  3,  4,
                                       5,  6,  7,  8,  9,
                                      10, 11, 12, 13, 14,
                                      -1, -1, -1, -1, -1],
                                     [15, 16, 17, 18, -1,
                                      19, 20, 21, 22, -1,
                                      23, 24, 25, 26, -1,
                                      27, 28, 29, 30, -1]]))

    def test_node_links_with_scalar_interior(self):
        assert_array_equal(self.rmg.node_links([6]),
                           np.array([[1, 19, 6, 20]]).T)

    def test_node_links_with_scalar_boundary(self):
        assert_array_equal(self.rmg.node_links([1]),
                           np.array([[-1, 15, 1, 16]]).T)

    def test_node_links_with_array_arg(self):
        assert_array_equal(self.rmg.node_links([6, 7]),
                           np.array([[1, 19, 6, 20], [2, 20, 7, 21]]).T)

    def test_node_links_with_no_args(self):
        assert_array_equal(
            self.rmg.node_links(),
            np.array([[-1, -1, -1, -1, -1,  0,  1,  2,  3,  4,
                        5,  6,  7,  8,  9, 10, 11, 12, 13, 14],
                      [-1, 15, 16, 17, 18, -1, 19, 20, 21, 22,
                       -1, 23, 24, 25, 26, -1, 27, 28, 29, 30],
                      [ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9,
                       10, 11, 12, 13, 14, -1, -1, -1, -1, -1],
                      [15, 16, 17, 18, -1, 19, 20, 21, 22, -1,
                       23, 24, 25, 26, -1, 27, 28, 29, 30, -1]]))

    def test_link_face(self):
        assert_array_equal(self.rmg.link_face,
                           np.array([X, 0, 1, 2, X,
                                     X, 3, 4, 5, X,
                                     X, 6, 7, 8, X,
                                     X, X, X, X,
                                     9, 10, 11, 12,
                                     13, 14, 15, 16,
                                     X, X, X, X]))

    def test_grid_coords_to_node_id_with_scalar(self):
        assert_equal(self.rmg.grid_coords_to_node_id(3, 4), 19)

    def test_grid_coords_to_node_id_with_array(self):
        assert_array_equal(self.rmg.grid_coords_to_node_id((3, 2), (4, 1)),
                           np.array([19, 11]))

    def test_grid_coords_to_node_id_outside_of_grid(self):
        assert_raises(ValueError, self.rmg.grid_coords_to_node_id, 5, 0)

    def test_create_diagonal_list(self):
        self.rmg.create_diagonal_list()

        assert_array_equal(
            self.rmg.get_diagonal_list(),
            np.array([[6, X, X, X], [7, 5, X, X], [8, 6, X, X],
                        [9, 7, X, X], [X, 8, X, X],
                      [11, X, X, 1], [12, 10,  0,  2], [13, 11,  1,  3],
                        [14, 12,  2,  4], [X, 13, 3, X],
                      [16, X, X, 6], [17, 15,  5,  7], [18, 16,  6,  8],
                        [19, 17,  7,  9], [X, 18, 8, X],
                      [X, X, X, 11], [X, X, 10, 12], [X, X, 11, 13],
                        [X, X, 12, 14], [X, X, 13, X]]))