deepseek-ai / DreamCraft3D - 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 983 units with 13,506 lines of code in units (55.8% of code).

4 very complex units (1,668 lines of code)
4 complex units (482 lines of code)
28 medium complex units (2,429 lines of code)
43 simple units (1,480 lines of code)
904 very simple units (7,447 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 main() in threestudio/scripts/train_dreambooth.py	478	123	1
def main() in threestudio/scripts/train_text_to_image_lora.py	405	115	0
def main() in threestudio/scripts/train_dreambooth_lora.py	583	103	1
def training_substep() in threestudio/systems/dreamcraft3d.py	202	58	5
def convert_ldm_vae_checkpoint() in threestudio/scripts/convert_zero123_to_diffusers.py	152	40	2
def main() in launch.py	137	32	2
def chunk_batch() in threestudio/utils/ops.py	60	27	4
def training_substep() in threestudio/systems/zero123.py	133	27	4
def create_unet_diffusers_config() in threestudio/scripts/convert_zero123_to_diffusers.py	99	24	3
def initialize_shape() in threestudio/models/geometry/implicit_sdf.py	104	22	1
def get_image_grid_() in threestudio/utils/saving.py	43	20	3
def configure() in threestudio/models/guidance/stable_diffusion_vsd_guidance.py	142	20	1
def configure() in threestudio/models/guidance/zero123_unified_guidance.py	93	18	1
def configure() in threestudio/models/guidance/stable_diffusion_bsd_guidance.py	128	18	1
def configure() in threestudio/models/guidance/stable_diffusion_unified_guidance.py	106	17	1
def initialize_shape() in threestudio/models/geometry/tetrahedra_sdf_grid.py	84	16	1
def configure() in threestudio/models/guidance/controlnet_guidance.py	74	16	1
def collate_fn() in threestudio/scripts/train_dreambooth.py	28	16	2
def get_current_status() in gradio_app.py	49	15	3
def configure() in threestudio/models/guidance/stable_diffusion_guidance.py	89	14	1
def get_activation() in threestudio/utils/ops.py	33	13	1
def collate_fn() in threestudio/scripts/train_dreambooth_lora.py	21	13	2
def __getitem__() in threestudio/scripts/train_dreambooth.py	45	13	2
def setup() in threestudio/data/images.py	86	12	3
def setup() in threestudio/data/image.py	86	12	3
def configure() in threestudio/models/prompt_processors/base.py	104	12	1
def get_debiased_prompt() in threestudio/models/prompt_processors/base.py	50	12	2
def configure() in threestudio/models/guidance/deep_floyd_guidance.py	70	12	1
def __getitem__() in threestudio/scripts/train_dreambooth_lora.py	42	12	2
def C() in threestudio/utils/misc.py	33	11	3
def forward() in threestudio/utils/GAN/vae.py	37	11	4
def load_model_from_config() in threestudio/models/guidance/stable_zero123_guidance.py	21	11	5
def load_model_from_config() in threestudio/models/guidance/zero123_guidance.py	21	11	5
def parse_args() in threestudio/scripts/train_dreambooth_lora.py	339	11	1
def parse_args() in threestudio/scripts/train_dreambooth.py	375	11	1
def training_step() in threestudio/systems/dreamcraft3d.py	27	11	3
def configure() in threestudio/models/geometry/custom_mesh.py	73	10	1
def __init__() in threestudio/data/uncond.py	41	9	2
def collate() in threestudio/data/uncond.py	166	9	2
def remove_outlier() in threestudio/models/mesh.py	41	9	3
def __init__() in threestudio/utils/lpips/lpips.py	22	8	3
def convert_data() in threestudio/utils/saving.py	16	8	2
def get_rgb_image_() in threestudio/utils/saving.py	33	8	5
def __init__() in threestudio/utils/perceptual/perceptual.py	26	8	3
def build_conv_block() in threestudio/utils/GAN/normalunet.py	32	8	6
def forward() in threestudio/models/background/neural_environment_map_background.py	21	8	3
def validation_step() in threestudio/systems/dreamcraft3d.py	89	8	3
def preprocess_single_image() in preprocess_image.py	69	8	2
def score_from_my_method_for_dataset() in metric_utils.py	23	8	4
def find_last_path() in threestudio/utils/misc.py	19	7	1