Files
AnyImage/tests/tools/nodes/test_depth_symmetry.py
nan dc000e50b1 feat: Implement weight cutout boundary smoothing for image depth cutout
- Added a new proposal for boundary smoothing in the weight cutout process, differentiating between Split edges and Outline smoothing requirements.
- Introduced a new capability `cutout-boundary-smoothing` to control smoothing strength and default values.
- Updated specifications to define the behavior of boundary-specific smoothing strength and default settings.
- Created tasks to verify the implementation of boundary behavior and asset updates.
- Developed comprehensive tests for depth symmetry and normal scaling to ensure expected behavior and performance.
- Introduced new attributes for normal mapping to facilitate persistent face attributes sharing between depth symmetry and image materials.
- Built a new node group for O Image Depth Symmetry, integrating the new smoothing capabilities and ensuring compatibility with existing workflows.
2026-09-14 12:44:20 +08:00

240 lines
11 KiB
Python

"""Check projected clipping, fixed-plane symmetry and straight closed walls."""
from collections import Counter
import bpy
import bmesh
import numpy as np
import pytest
from mathutils import Euler, Vector
from scipy.spatial import cKDTree
from anyimage.common.object import modifier_input_identifier, set_modifier_input
from anyimage.operators.cutout_tool.object import load_cutout_node_group
from anyimage.operators.cutout_tool.shape import CUTOUT_Z_TO_X
from tests.support.depth_surface import evaluated
from tools.nodes.groups.image_depth_symmetry import build_image_depth_symmetry_group
from tools.nodes.common.normal_map import ROTATION_ATTRIBUTE, FACE_ATTRIBUTE, AXIS_ATTRIBUTE
@pytest.fixture(params=['definition', 'asset'])
def symmetry(request):
bpy.ops.wm.read_factory_settings(use_empty=True)
group = (build_image_depth_symmetry_group() if request.param == 'definition'
else load_cutout_node_group('DEPTH_SYMMETRY'))
count = 17
y, x = np.meshgrid(np.linspace(-1, 1, count), np.linspace(-1, 1, count), indexing='ij')
points = np.column_stack((x.ravel(), y.ravel(), np.zeros(x.size)))
faces = []
for row in range(count - 1):
for col in range(count - 1):
a = row * count + col
faces.extend(((a, a + 1, a + count + 1), (a, a + count + 1, a + count)))
mesh = bpy.data.meshes.new('Curved Depth')
mesh.from_pydata(points, [], faces)
uv = mesh.uv_layers.new(name='UVMap')
for loop in mesh.loops:
row, col = divmod(loop.vertex_index, count)
uv.data[loop.index].uv = ((col + .5) / count, (row + .5) / count)
profile = .3 * np.maximum(0, 1 - np.maximum(abs(x), abs(y)))
mesh.attributes.new('o_balloon', 'FLOAT', 'POINT').data.foreach_set('value', profile.ravel())
mesh.attributes.new('user_probe', 'FLOAT', 'POINT').data.foreach_set('value', np.ones(x.size))
image = bpy.data.images.new('Depth', width=count, height=count, float_buffer=True)
image.colorspace_settings.name = 'Non-Color'
image.alpha_mode = 'CHANNEL_PACKED'
depth = 1 + .6 * x ** 2 + .3 * y ** 2
image.pixels.foreach_set(np.dstack((x, -y, depth, np.ones_like(x))).astype(np.float32).ravel())
obj = bpy.data.objects.new('Symmetry', mesh)
bpy.context.collection.objects.link(obj)
modifier = obj.modifiers.new('Symmetry', 'NODES')
modifier.node_group = group
def set_value(name, value):
set_modifier_input(modifier, modifier_input_identifier(group, name), value)
obj.update_tag(refresh={'DATA'})
bpy.context.view_layer.update()
for name, value in [('Mode', 1), ('Depth Image', image), ('Reference Depth', 1.45),
('Depth Scale', 1.), ('Uniform Scale', 1.), ('Boundary Smooth', 0),
('Smooth', 0), ('Double Sided', True)]:
set_value(name, value)
yield obj, set_value, depth.ravel(), faces
bpy.ops.wm.read_factory_settings(use_empty=True)
@pytest.mark.parametrize('direction,smooth,scale', [((0, 0, 1), 0, .001), ((-.4, .2, 1), 0, 1),
((.2, -.3, 1), 3, 100)])
def test_projected_volume_is_closed_symmetric_and_has_straight_walls(symmetry, direction, smooth, scale):
obj, set_value, _, _ = symmetry
for name, value in [('Depth Direction', direction), ('Smooth', smooth),
('Uniform Scale', scale), ('Reference Depth', 1.45 * scale)]:
set_value(name, value)
result = obj.evaluated_get(bpy.context.evaluated_depsgraph_get())
mesh = result.to_mesh()
try:
points = np.array([v.co[:] for v in mesh.vertices])
assert len(points) and np.isfinite(points).all()
assert cKDTree(points).query(points * (1, 1, -1))[0].max() < scale * 1e-5
bm = bmesh.new()
bm.from_mesh(mesh)
assert all(v.is_manifold for v in bm.verts)
assert all(e.is_manifold for e in bm.edges)
bm.free()
orientation = Counter()
wall_count = 0
for polygon in mesh.polygons:
face = tuple(polygon.vertices)
for a, b in zip(face, (*face[1:], face[0])):
orientation[tuple(sorted((a, b)))] += 1 if a < b else -1
heights = points[list(face), 2]
if heights.min() < 0 < heights.max():
wall_count += 1
assert abs(polygon.normal.z) < 1e-5
assert not polygon.use_smooth
assert wall_count and not any(orientation.values())
assert 'UVMap' in mesh.uv_layers and 'user_probe' in mesh.attributes
finally:
result.to_mesh_clear()
def test_projected_deletes_whole_crossing_faces_and_supports_empty_output(symmetry):
obj, set_value, depth, source_faces = symmetry
set_value('Double Sided', False)
points, faces = evaluated(obj)
assert (points[:, 2] > 0).all()
expected = [face for face in source_faces if np.all(depth[list(face)] < 1.45 - 1e-7)]
assert len(faces) == len(expected)
assert set(np.concatenate(faces)) == set(range(len(points)))
set_value('Reference Depth', .5)
points, faces = evaluated(obj)
assert not len(points) and not faces
def test_mode_switch_and_output_axis_preserve_state(symmetry):
obj, set_value, _, _ = symmetry
projected, projected_faces = evaluated(obj)
set_value('Mode', 0)
balloon, balloon_faces = evaluated(obj)
assert len(balloon_faces) != len(projected_faces)
set_value('Mode', 1)
restored, restored_faces = evaluated(obj)
np.testing.assert_array_equal(restored, projected)
assert restored_faces == projected_faces
set_value('Depth Axis', 1)
rotated, rotated_faces = evaluated(obj)
np.testing.assert_allclose(rotated, projected @ np.array(CUTOUT_Z_TO_X)[:3, :3].T, atol=1e-6)
assert rotated_faces == projected_faces
set_value('Depth Axis', 0)
set_value('Mode', 0)
restored, restored_faces = evaluated(obj)
np.testing.assert_array_equal(restored, balloon)
assert restored_faces == balloon_faces
def test_symmetry_asset_has_direct_mode_branches(symmetry):
obj, _, _, _ = symmetry
group = obj.modifiers[0].node_group
assert not any(node.bl_idname in {'GeometryNodeMeshBoolean', 'GeometryNodeGroup',
'GeometryNodeCaptureAttribute'} for node in group.nodes)
selector = next(node for node in group.nodes if node.bl_idname == 'GeometryNodeMenuSwitch'
and node.inputs['Menu'].links[0].from_socket.name == 'Mode')
assert [item.name for item in selector.enum_items] == ['Balloon', 'Projected']
inputs = {item.name: item for item in group.interface.items_tree
if item.item_type == 'SOCKET' and item.in_out == 'INPUT'}
for name in ('Depth Direction', 'Depth Offset'):
assert inputs[name].parent == inputs['Depth Scale'].parent
for name in ('Double Sided', 'Reference Depth', 'Boundary Smooth'):
assert inputs[name].parent.name == 'Options'
assert inputs['Boundary Smooth'].default_value == 1
assert inputs['Mode'].default_value == 'Projected'
assert inputs['Fill Sides'].default_value is True
assert inputs['Depth Offset'].default_value == 0
assert inputs['Depth Offset'].min_value < 0
@pytest.mark.parametrize('mode', [0, 1])
def test_depth_offset_changes_depth_after_direction_without_moving_xy(symmetry, mode):
obj, set_value, _, _ = symmetry
for name, value in [('Mode', mode), ('Depth Direction', (.3, -.2, 1)),
('Reference Depth', 4.), ('Depth Scale', .6)]:
set_value(name, value)
original, faces = evaluated(obj)
for offset in (.2, -.1):
set_value('Depth Offset', offset)
points, changed_faces = evaluated(obj)
assert changed_faces == faces
np.testing.assert_allclose(points[:, :2], original[:, :2], atol=1e-6)
assert cKDTree(points).query(points * (1, 1, -1))[0].max() < 1e-6
delta = abs(points[:, 2]) - abs(original[:, 2])
if mode == 1:
np.testing.assert_allclose(delta, offset, atol=1e-6)
else:
if offset > 0:
assert delta.max() > .1
else:
assert delta.min() < -.05
boundary = abs(original[:, 2]) < 1e-8
np.testing.assert_allclose(points[boundary, 2], 0, atol=1e-8)
set_value('Depth Offset', 0.)
restored, _ = evaluated(obj)
np.testing.assert_allclose(restored, original, atol=1e-6)
if mode == 1:
set_value('Depth Offset', -10.)
points, faces = evaluated(obj)
assert not len(points) and not faces
def test_material_attributes_match_evaluated_faces_and_direction(symmetry):
obj, set_value, _, _ = symmetry
direction = Vector((.3, -.2, 1)).normalized()
set_value('Depth Direction', direction)
for axis in (0, 1):
set_value('Depth Axis', axis)
result = obj.evaluated_get(bpy.context.evaluated_depsgraph_get())
mesh = result.to_mesh()
try:
points = np.array([v.co[:] for v in mesh.vertices])
if axis:
points = points @ np.array(CUTOUT_Z_TO_X)[:3, :3]
for name in (ROTATION_ATTRIBUTE, FACE_ATTRIBUTE, AXIS_ATTRIBUTE):
assert mesh.attributes[name].domain == 'FACE'
for polygon in mesh.polygons:
index = polygon.index
rotation = Euler(mesh.attributes[ROTATION_ATTRIBUTE].data[index].vector)
np.testing.assert_allclose(rotation.to_matrix() @ Vector((0, 0, 1)), direction, atol=1e-6)
heights = points[list(polygon.vertices), 2]
kind = 1 if heights.min() > 0 else 2 if heights.max() < 0 else 3
assert mesh.attributes[FACE_ATTRIBUTE].data[index].value == kind
assert mesh.attributes[AXIS_ATTRIBUTE].data[index].value == axis
finally:
result.to_mesh_clear()
set_value('Mode', 0)
result = obj.evaluated_get(bpy.context.evaluated_depsgraph_get())
assert ROTATION_ATTRIBUTE not in result.data.attributes
assert FACE_ATTRIBUTE not in result.data.attributes
def test_fill_sides_only_controls_projected_walls(symmetry):
obj, set_value, _, _ = symmetry
closed, closed_faces = evaluated(obj)
set_value('Fill Sides', False)
points, faces = evaluated(obj)
assert len(faces) < len(closed_faces)
assert cKDTree(points).query(closed)[0].max() < 1e-6
assert cKDTree(points).query(points * (1, 1, -1))[0].max() < 1e-6
assert all(not (points[list(face), 2].min() < 0 < points[list(face), 2].max()) for face in faces)
edges = Counter(tuple(sorted((a, b))) for face in faces
for a, b in zip(face, (*face[1:], face[0])))
assert any(count == 1 for count in edges.values())
set_value('Fill Sides', True)
restored, restored_faces = evaluated(obj)
np.testing.assert_array_equal(restored, closed)
assert restored_faces == closed_faces
for name, value in [('Double Sided', False), ('Mode', 0)]:
set_value(name, value)
before, before_faces = evaluated(obj)
set_value('Fill Sides', False)
after, after_faces = evaluated(obj)
np.testing.assert_array_equal(after, before)
assert after_faces == before_faces
set_value('Fill Sides', True)