def test_cell_to_point():
# The source grid looks like,
#
# (0) ------ (1)
# | |
# | |
# (2) ------ (3)
# | |
# | |
# (4) ------ (5)
# | |
# | |
# (7) ------ (7)
#
(dst_x, dst_y) = (np.array([0.45, 1.25, 3.5]), np.array([0.75, 2.25, 3.25]))
src = UniformRectilinear((2, 4), (2, 1), (0, 0))
dst = UnstructuredPoints(dst_x, dst_y)
src_vals = np.arange(src.get_cell_count(), dtype=np.float)
mapper = CellToPoint()
mapper.initialize(dst, src)
dst_vals = mapper.run(src_vals, bad_val=-999)
assert_array_equal(dst_vals, [0.0, 2.0, -999.0])
src_vals = np.arange(src.get_cell_count(), dtype=np.float)
src_vals[0] = -9999
dst_vals = np.zeros(dst.get_point_count()) + 100
mapper.run(src_vals, dst_vals=dst_vals)
assert_array_equal(dst_vals, [100.0, 2.0, -999.0])
def test_point_to_cell_big():
(m, n) = (20, 40)
(src_x, src_y) = np.meshgrid(range(m), range(n))
src = UnstructuredPoints(src_y, src_x)
dst = UniformRectilinear((n + 1, m + 1), (1, 1), (-0.5, -0.5))
mapper = PointToCell()
mapper.initialize(dst, src)
src_vals = np.arange(src.get_point_count(), dtype=np.float)
dst_vals = np.zeros(dst.get_cell_count(), dtype=np.float) - 1
mapper.run(src_vals, dst_vals=dst_vals)
assert_array_equal(dst_vals, src_vals)
def test_point_to_cell_on_edges():
(src_x, src_y) = (np.array([0, .5, 1., 2,
3.5]), np.array([1., 1., .0, 3, 3.]))
src = UnstructuredPoints(src_x, src_y)
dst = UniformRectilinear((2, 4), (2, 1), (0, 0))
mapper = PointToCell()
mapper.initialize(dst, src)
src_vals = np.arange(src.get_point_count(), dtype=np.float)
dst_vals = np.zeros(dst.get_cell_count()) - 1
dummy = mapper.run(src_vals, dst_vals)
assert_array_equal(dst_vals, [1., 0.5, 3.])
def test_point_to_cell_on_edges():
(src_x, src_y) = (
np.array([0, 0.5, 1.0, 2, 3.5]),
np.array([1.0, 1.0, 0.0, 3, 3.0]),
)
src = UnstructuredPoints(src_x, src_y)
dst = UniformRectilinear((2, 4), (2, 1), (0, 0))
mapper = PointToCell()
mapper.initialize(dst, src)
src_vals = np.arange(src.get_point_count(), dtype=np.float)
dst_vals = np.zeros(dst.get_cell_count()) - 1
mapper.run(src_vals, dst_vals=dst_vals)
assert_array_equal(dst_vals, [1.0, 0.5, 3.0])
def test_point_to_cell():
(src_x, src_y) = (np.array([.45, 1.25, 3.5, .0,
1.]), np.array([.75, 2.25, 3.25, .9, 1.1]))
src = UnstructuredPoints(src_x, src_y)
dst = UniformRectilinear((2, 4), (2, 1), (0, 0))
src_vals = np.arange(src.get_point_count(), dtype=np.float)
mapper = PointToCell()
mapper.initialize(dst, src)
dst_vals = mapper.run(src_vals, bad_val=-999)
assert_array_equal(dst_vals, [1.5, 4., 1.])
dst_vals = mapper.run(src_vals, bad_val=-999, method=np.sum)
assert_array_equal(dst_vals, [3., 4., 1.])
src_vals[0] = -9999
dst_vals = np.zeros(dst.get_cell_count()) - 1
_ = mapper.run(src_vals, dst_vals)
assert_array_equal(dst_vals, [-1., 4., 1.])
def test_point_to_cell():
(src_x, src_y) = (
np.array([0.45, 1.25, 3.5, 0.0, 1.0]),
np.array([0.75, 2.25, 3.25, 0.9, 1.1]),
)
src = UnstructuredPoints(src_x, src_y)
dst = UniformRectilinear((2, 4), (2, 1), (0, 0))
src_vals = np.arange(src.get_point_count(), dtype=np.float)
mapper = PointToCell()
mapper.initialize(dst, src)
dst_vals = mapper.run(src_vals, bad_val=-999)
assert_array_equal(dst_vals, [1.5, 4.0, 1.0])
dst_vals = mapper.run(src_vals, bad_val=-999, method=np.sum)
assert_array_equal(dst_vals, [3.0, 4.0, 1.0])
src_vals[0] = -9999
dst_vals = np.zeros(dst.get_cell_count()) - 1
mapper.run(src_vals, dst_vals=dst_vals)
assert_array_equal(dst_vals, [-1.0, 4.0, 1.0])