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AnyImage/tests/tools/nodes/test_cutout_boundary.py

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Python

"""Verify split profile shaping and displacement direction shaping."""
import bpy
import numpy as np
import pytest
from anyimage.common.object import modifier_input_identifier, set_modifier_input
from tests.support.depth_surface import surface, evaluated
from tests.tools.nodes.test_boundary_smoothing import diagonal_surface
from tools.nodes.common.cutout_boundary import remove_boundary_triangles
from tools.nodes.groups.image_depth_cutout import build_normal_direction, build_normal_weight
def profile_values(obj):
result = obj.evaluated_get(bpy.context.evaluated_depsgraph_get())
mesh = result.to_mesh()
try:
return np.array([v.value for v in mesh.attributes["o_balloon"].data])
finally:
result.to_mesh_clear()
def vertex_uv(obj):
result = obj.evaluated_get(bpy.context.evaluated_depsgraph_get())
mesh = result.to_mesh()
try:
uv = np.zeros((len(mesh.vertices), 2))
for loop in mesh.loops:
uv[loop.vertex_index] = mesh.uv_layers["UVMap"].data[loop.index].uv
return uv
finally:
result.to_mesh_clear()
def test_boundary_triangle_cleanup_is_one_pass():
obj, _ = surface(resolution=2)
group = obj.modifiers[0].node_group
mesh = bpy.data.meshes.new("Boundary ears")
mesh.from_pydata([(0,0,0),(1,0,0),(1,1,0),(0,1,0),(.5,.5,0),(2,0,0)], [],
[(0,1,4),(1,2,4),(2,3,4),(3,0,4),(1,5,2)])
obj.data = mesh
source = group.nodes.new("NodeGroupInput")
cleaned = remove_boundary_triangles(group, source.outputs["Geometry"])
group.links.new(cleaned, next(n for n in group.nodes if n.type == "GROUP_OUTPUT").inputs["Geometry"])
obj.update_tag(refresh={"DATA"})
bpy.context.view_layer.update()
_, faces = evaluated(obj)
assert len(faces) == 4
assert all(len(f) == 3 for f in faces)
@pytest.mark.parametrize("iterations", [0, 16])
def test_cleaned_sawtooth_smoothing_preserves_face_orientation(iterations):
obj, set_value = diagonal_surface(triangles=True)
original, faces = evaluated(obj)
set_value("Boundary Smooth", iterations)
points, actual = evaluated(obj)
assert actual == faces
indices = np.array(faces)
def normals(p):
return np.cross(p[indices[:,1]]-p[indices[:,0]], p[indices[:,2]]-p[indices[:,0]])
assert np.all(np.sum(normals(original)*normals(points), axis=1) > 0)
def test_split_profile_tapers_within_boundary_band():
resolution, aspect = 12, .5
obj, set_value = surface(step=6, resolution=resolution)
for vertex in obj.data.vertices:
vertex.co.x *= aspect
image = bpy.data.images["Camera"]
pixels = np.array(image.pixels[:], np.float32).reshape(32, 64, 4)
pixels[..., 0] *= aspect
image.pixels.foreach_set(pixels.ravel())
image.update()
obj.data.attributes.new("o_balloon", "FLOAT", "POINT").data.foreach_set(
"value", np.full(len(obj.data.vertices), .3, dtype=np.float32))
set_value("Depth Scale", 1)
np.testing.assert_allclose(profile_values(obj), .3)
set_value("Depth Split", .1)
values = profile_values(obj)
uv = vertex_uv(obj)
# The depth step sits at u=0.5, so only that column is tapered.
cut = (np.abs(uv[:, 0] - .5) < 1e-4) & (uv[:, 1] > 1e-3) & (uv[:, 1] < 1 - 1e-3)
assert cut.any()
np.testing.assert_array_equal(values[cut], 0)
untouched = (np.abs(uv[:, 0] - .25) < 1e-3) | (np.abs(uv[:, 0] - .75) < 1e-3)
assert untouched.any()
np.testing.assert_allclose(values[untouched], .3)
assert np.isfinite(values).all()
assert values.max() == pytest.approx(.3)
set_value("Depth Split", 0)
np.testing.assert_allclose(profile_values(obj), .3)
def sampled(obj, group, value, name):
"""Store one field on the points and read it back from the evaluated mesh."""
data_type, reader = {"VECTOR": ("FLOAT_VECTOR", "vector"), "VALUE": ("FLOAT", "value")}[value.type]
store = group.nodes.new("GeometryNodeStoreNamedAttribute")
store.data_type, store.domain = data_type, "POINT"
store.inputs["Name"].default_value = name
source = group.nodes.new("NodeGroupInput")
group.links.new(source.outputs["Geometry"], store.inputs["Geometry"])
group.links.new(value, store.inputs["Value"])
group.links.new(store.outputs[0], next(n for n in group.nodes if n.type == "GROUP_OUTPUT").inputs["Geometry"])
obj.update_tag(refresh={"DATA"})
bpy.context.view_layer.update()
result = obj.evaluated_get(bpy.context.evaluated_depsgraph_get())
mesh = result.to_mesh()
try:
return np.array([getattr(item, reader) for item in mesh.attributes[name].data])
finally:
result.to_mesh_clear()
def test_normal_weight_follows_profile_only_in_balloon_mode():
obj, _ = surface(resolution=2)
group = obj.modifiers[0].node_group
is_shell = group.nodes.new("FunctionNodeInputBool")
profile = group.nodes.new("ShaderNodeValue")
profile.outputs[0].default_value = .25
weight = build_normal_weight(group, is_shell.outputs[0], profile.outputs[0])
np.testing.assert_allclose(sampled(obj, group, weight, "normal_weight"), .25)
is_shell.boolean = True
np.testing.assert_allclose(sampled(obj, group, weight, "normal_weight"), 0.0)
def test_normal_direction_turns_the_edge_with_edge_turn():
obj, _ = surface(resolution=2)
group = obj.modifiers[0].node_group
smoothed = group.nodes.new("ShaderNodeCombineXYZ")
smoothed.inputs["Z"].default_value = 1
average = group.nodes.new("ShaderNodeCombineXYZ")
average.inputs["X"].default_value = 1
weight = group.nodes.new("ShaderNodeValue")
controls = group.nodes.new("NodeGroupInput")
direction = build_normal_direction(
group, controls, smoothed.outputs[0], average.outputs[0], weight.outputs[0],
)
modifier = obj.modifiers[0]
turn = modifier_input_identifier(group, "Edge Turn")
def result(weight_value, turn_value):
weight.outputs[0].default_value = weight_value
set_modifier_input(modifier, turn, turn_value)
obj.update_tag(refresh={"DATA"})
bpy.context.view_layer.update()
return sampled(obj, group, direction, "normal_direction")[0]
np.testing.assert_allclose(result(0.0, 0.0), (0, 0, 1), atol=1e-6)
np.testing.assert_allclose(result(0.0, 1.0), (1, 0, 0), atol=1e-6)
np.testing.assert_allclose(result(0.0, 2.0), (2, 0, -1) / np.sqrt(5), atol=1e-6)
np.testing.assert_allclose(result(1.0, 2.0), (1, 0, 0), atol=1e-6)