openai / point-e - Conditional Complexity

Intro

Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
Conditional complexity is measured at the unit level (methods, functions...).
Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).

Learn more...

Conditional Complexity Overall

There are 251 units with 2,162 lines of code in units (58.8% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
5 medium complex units (179 lines of code)
12 simple units (219 lines of code)
234 very simple units (1,764 lines of code)

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

3D view of all units

Conditional Complexity per Extension

51+

26-50

11-25

6-10

1-5

Conditional Complexity per Logical Component

primary logical decomposition

51+

26-50

11-25

6-10

1-5

Most Complex Units

Top 50 most complex units

Unit	# lines	McCabe index	# params
def combine() in point_e/diffusion/sampler.py	19	24	2
def space_timesteps() in point_e/diffusion/gaussian_diffusion.py	35	16	2
def setup_nodes() in point_e/evals/scripts/blender_script.py	46	14	2
def render_scene() in point_e/evals/scripts/blender_script.py	48	14	2
def stream() in point_e/evals/npz_stream.py	31	14	3
def create_vertex_color_shaders() in point_e/evals/scripts/blender_script.py	25	9	0
def scene_bbox() in point_e/evals/scripts/blender_script.py	15	8	2
def validate() in point_e/evals/npz_stream.py	16	8	1
def read_batch() in point_e/evals/npz_stream.py	11	8	2
def model_from_config() in point_e/models/configs.py	18	7	3
def import_model() in point_e/evals/scripts/blender_script.py	18	7	1
def open_npz_arrays() in point_e/evals/npz_stream.py	22	7	2
def _read_bytes() in point_e/evals/npz_stream.py	15	7	3
def load() in point_e/util/mesh.py	24	6	3
def subsample() in point_e/util/point_cloud.py	17	6	3
def normal_kl() in point_e/diffusion/gaussian_diffusion.py	17	6	4
def infos_from_file() in point_e/evals/npz_stream.py	21	6	2
def save() in point_e/util/mesh.py	13	5	3
def training_losses() in point_e/diffusion/k_diffusion.py	18	5	6
def set_socket_value() in point_e/evals/scripts/blender_script.py	9	5	3
def forward() in point_e/evals/pointnet2_utils.py	28	5	3
def features_and_preds() in point_e/evals/feature_extractor.py	23	5	2
def _image_to_pil() in point_e/models/pretrained_clip.py	9	4	1
def backward() in point_e/models/checkpoint.py	15	4	2
def load() in point_e/util/point_cloud.py	11	4	3
def write_ply() in point_e/util/point_cloud.py	10	4	2
def get_named_beta_schedule() in point_e/diffusion/gaussian_diffusion.py	16	4	2
def diffusion_from_config() in point_e/diffusion/configs.py	24	4	2
def place_camera() in point_e/evals/scripts/blender_script.py	10	4	4
def create_default_materials() in point_e/evals/scripts/blender_script.py	7	4	0
def find_materials() in point_e/evals/scripts/blender_script.py	8	4	0
def get_socket_value() in point_e/evals/scripts/blender_script.py	8	4	2
def forward() in point_e/evals/pointnet2_utils.py	17	4	3
def forward() in point_e/evals/pointnet2_utils.py	28	4	5
def frechet_distance() in point_e/evals/fid_is.py	30	4	3
def _embed_low_res() in point_e/models/transformer.py	6	3	2
def embed_images_grid() in point_e/models/pretrained_clip.py	26	3	2
def has_vertex_colors() in point_e/util/mesh.py	2	3	1
def write_ply() in point_e/util/mesh.py	11	3	2
def output_to_point_clouds() in point_e/diffusion/sampler.py	11	3	2
def process_xstart() in point_e/diffusion/gaussian_diffusion.py	6	3	1
def scale_channels() in point_e/diffusion/gaussian_diffusion.py	10	3	2
def unscale_channels() in point_e/diffusion/gaussian_diffusion.py	10	3	2
def __init__() in point_e/diffusion/gaussian_diffusion.py	14	3	3
def sigma_to_t() in point_e/diffusion/k_diffusion.py	8	3	2
def sample_euler_ancestral() in point_e/diffusion/k_diffusion.py	15	3	4
def clear_lights() in point_e/evals/scripts/blender_script.py	6	3	0
def scene_root_objects() in point_e/evals/scripts/blender_script.py	4	3	0
def scene_meshes() in point_e/evals/scripts/blender_script.py	4	3	0
def normalize_scene() in point_e/evals/scripts/blender_script.py	11	3	0