ADSKAILab

ABC-1M

One million CAD-quality 3D shapes drawn from the ABC dataset — the foundation training corpus for the Make-A-Shape and WaLa generative models.

Original source

Rows: 949,937
On disk: 840 GB
Downloads: 457
Updated: Feb 24

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Column statistics

How the columns are distributed

Over 2,659 rows of default/train

area

float

min: -120618.39325
median: 10028.41
mean: 1.1M
max: 455M

body_index

int

min: 0
median: 2
mean: 20.18
max: 1,031

err

string_label

100%
Process returned with code 1 and error: Traceback (most recent call last): File "/home/ray/anaconda3/envs/occ/lib/python3.7/runpy.py", line 193, in _run_module_as_main "__main__", mod_spec) File "/home/ray/anaconda3/envs/occ/lib/python3.7/runpy.py", line 85, in _run_code exec(code, run_globals) File "/tmp/ray/session_2024-07-06_09-46-21_505136_263/runtime_resources/working_dir_files/_ray_pkg_43b20090e70c1813/src/brep_direct_gen/data_process/process_single_solid.py", line 193, in <module> process_solid() File "/tmp/ray/session_2024-07-06_09-46-21_505136_263/runtime_resources/working_dir_files/_ray_pkg_43b20090e70c1813/src/brep_direct_gen/data_process/process_single_solid.py", line 183, in process_solid data = extract_features_from_body(compound) File "/tmp/ray/session_2024-07-06_09-46-21_505136_263/runtime_resources/working_dir_files/_ray_pkg_43b20090e70c1813/src/brep_direct_gen/data_process/process_single_solid.py", line 167, in extract_features_from_body data, split_solid = parse_solid(solid, num_uv=num_uv, num_u=num_u) File "/tmp/ray/session_2024-07-06_09-46-21_505136_263/runtime_resources/working_dir_files/_ray_pkg_43b20090e70c1813/src/brep_direct_gen/data_process/process_abc.py", line 140, in parse_solid solid, num_uv=num_uv, num_u=num_u, allow_sheets=allow_sheets File "/tmp/ray/session_2024-07-06_09-46-21_505136_263/runtime_resources/working_dir_files/_ray_pkg_43b20090e70c1813/src/brep_direct_gen/data_process/utils.py", line 328, in extract_features_from_solid face_dict, edge_dict, edge_face_incidence = face_edge_adj(shape, allow_sheets) File "/tmp/ray/session_2024-07-06_09-46-21_505136_263/runtime_resources/working_dir_files/_ray_pkg_43b20090e70c1813/src/brep_direct_gen/data_process/utils.py", line 232, in face_edge_adj left_face, right_face = edge.find_left_and_right_faces(connected_faces) File "/home/ray/anaconda3/envs/occ/lib/python3.7/site-packages/occwl/edge.py", line 453, in find_left_and_right_faces if face2.is_left_of(self): File "/home/ray/anaconda3/envs/occ/lib/python3.7/site-packages/occwl/face.py", line 322, in is_left_of assert found_edge, "Edge doesn't belong to face" AssertionError: Edge doesn't belong to face ERROR conda.cli.main_run:execute(124): `conda run python -m src.brep_direct_gen.data_process.process_single_solid /tmp/tmpny2g8laj` failed. (See above for error)

largest_distance_between_edge_bboxes_world

float

min: 0
median: 9.87
mean: 10.05
max: 18

largest_distance_between_face_bboxes_world

float

min: 0
median: 9.13
mean: 9.22
max: 17.72

max_edges_per_face

int

min: 0
median: 12
mean: 21.52
max: 440

num_cones

int

min: 0
median: 0
mean: 1.13
max: 84

num_cylinders

int

min: 0
median: 4
mean: 10.92
max: 512

num_edges

int

min: 2
median: 42
mean: 99.41
max: 2,199

num_faces

int

min: 1
median: 18
mean: 37.56
max: 776

num_faces_after_splitting

int

min: 0
median: 22
mean: 42.09
max: 789

num_spheres

int

min: 0
median: 0
mean: 0.40
max: 30

num_toruses

int

min: 0
median: 0
mean: 1.35
max: 122

num_vertices

int

min: 1
median: 28
mean: 64.42
max: 1,544

scaled_unique

bool

True100%

smallest_max_bbox_length_solid_length_ratio

float

min: 0
median: 0.08
mean: 0.18
max: 1

smallest_mid_bbox_length_solid_length_ratio

float

min: 0
median: 0.03
mean: 0.08
max: 1.00

smooth_edges_weighted_by_length

float

min: 0
median: 0.11
mean: 0.23
max: 1

solid_name

string_text

min: 1
median: 7
mean: 9.98
max: 159

solid_to_bounding_box_volume_ratio

float

min: -3.66
median: 0.44
mean: 0.48
max: 1

sphere_radius

float

min: 0.21
median: 46.17
mean: 188.06
max: 6530.94

sphere_scaled_area

float

min: -23.75
median: 4.85
mean: 5.39
max: 22.46

sphere_scaled_volume

float

min: -0.33
median: 0.11
mean: 0.45
max: 36.52

stem

string_text

min: 47
median: 47
mean: 47
max: 47

thin_box_ratio

float

min: 3.1e-3
median: 0.66
mean: 0.62
max: 1

volume

float

min: -3947215.1847
median: 19939.94
mean: 85M
max: 64.8B

Process returned with code 124 and error: 0%