huggingface / diffusers 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 8,851 units with 91,228 lines of code in units (36.8% of code).

19 very complex units (3,516 lines of code)
38 complex units (4,009 lines of code)
212 medium complex units (9,743 lines of code)
587 simple units (12,239 lines of code)
7,995 very simple units (61,721 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 _convert_kohya_flux_lora_to_diffusers() in src/diffusers/loaders/lora_conversion_utils.py	477	143	1
def infer_diffusers_model_type() in src/diffusers/loaders/single_file_utils.py	147	80	1
def convert_ldm_unet_checkpoint() in scripts/convert_i2vgen_to_diffusers.py	255	77	4
def convert_ldm_unet_checkpoint() in scripts/convert_ms_text_to_video_to_diffusers.py	213	73	4
def superres_convert_ldm_unet_checkpoint() in scripts/convert_if.py	203	71	4
def to() in src/diffusers/pipelines/pipeline_utils.py	118	68	3
def _convert_non_diffusers_wan_lora_to_diffusers() in src/diffusers/loaders/lora_conversion_utils.py	144	65	1
def from_pretrained() in src/diffusers/models/modeling_utils.py	329	62	4
def convert_vq_autoenc_checkpoint() in scripts/convert_ddpm_original_checkpoint_to_diffusers.py	118	61	2
def convert_ldm_unet_checkpoint() in src/diffusers/loaders/single_file_utils.py	135	61	4
def convert_ddpm_checkpoint() in scripts/convert_ddpm_original_checkpoint_to_diffusers.py	106	60	2
def convert_ldm_unet_checkpoint() in scripts/convert_original_audioldm2_to_diffusers.py	157	58	4
def download() in src/diffusers/pipelines/pipeline_utils.py	193	58	3
def from_pretrained() in src/diffusers/pipelines/pipeline_flax_utils.py	168	58	4
def convert_vd_unet_checkpoint() in scripts/convert_versatile_diffusion_to_diffusers.py	162	56	4
def convert_ldm_unet_checkpoint() in scripts/convert_original_audioldm_to_diffusers.py	135	52	4
def convert_ldm_unet_checkpoint() in scripts/convert_if.py	185	52	3
def convert_ldm_unet_checkpoint() in scripts/convert_original_musicldm_to_diffusers.py	135	52	4
def convert_gligen_unet_checkpoint() in scripts/convert_gligen_to_diffusers.py	136	51	4
def from_pretrained() in src/diffusers/pipelines/pipeline_utils.py	279	47	4
def from_single_file() in src/diffusers/loaders/single_file_model.py	178	47	3
def _maybe_map_sgm_blocks_to_diffusers() in src/diffusers/loaders/lora_conversion_utils.py	95	47	4
def convert_gligen_vae_checkpoint() in scripts/convert_gligen_to_diffusers.py	94	45	2
def custom_convert_ldm_vae_checkpoint() in scripts/convert_vae_pt_to_diffusers.py	93	43	2
def convert_vae() in scripts/convert_wan_to_diffusers.py	157	43	0
def convert_wan_vae_to_diffusers() in src/diffusers/loaders/single_file_utils.py	152	43	2
def convert_ldm_vae_checkpoint() in scripts/convert_svd_to_diffusers.py	82	42	2
def convert_ldm_vae_checkpoint() in src/diffusers/pipelines/stable_diffusion/convert_from_ckpt.py	84	42	2
def convert_ldm_checkpoint() in scripts/convert_ldm_original_checkpoint_to_diffusers.py	156	41	2
def convert_ldm_vae_checkpoint() in src/diffusers/loaders/single_file_utils.py	87	41	2
def _convert_non_diffusers_lora_to_diffusers() in src/diffusers/loaders/lora_conversion_utils.py	66	41	3
def extract_init_dict() in src/diffusers/configuration_utils.py	61	41	3
def convert_ldm_vae_checkpoint() in scripts/convert_original_audioldm_to_diffusers.py	84	40	2
def convert_ldm_vae_checkpoint() in scripts/convert_zero123_to_diffusers.py	84	40	2
def convert_ldm_vae_checkpoint() in scripts/convert_original_audioldm2_to_diffusers.py	84	40	2
def convert_ldm_vae_checkpoint() in scripts/convert_original_musicldm_to_diffusers.py	84	40	2
def convert_vd_vae_checkpoint() in scripts/convert_versatile_diffusion_to_diffusers.py	82	39	2
def convert_vae_to_diffusers() in scripts/convert_unidiffuser_to_diffusers.py	120	39	3
def _convert_bfl_flux_control_lora_to_diffusers() in src/diffusers/loaders/lora_conversion_utils.py	248	37	1
def prepare_mask_and_masked_image() in src/diffusers/pipelines/kandinsky/pipeline_kandinsky_inpaint.py	55	35	4
def prepare_mask_and_masked_image() in src/diffusers/pipelines/kandinsky2_2/pipeline_kandinsky2_2_inpainting.py	55	35	4
def main() in scripts/convert_sana_to_diffusers.py	246	34	1
def generate_report() in utils/consolidated_test_report.py	114	33	1
def new_forward() in src/diffusers/hooks/faster_cache.py	75	32	4
def consolidate_reports() in utils/consolidated_test_report.py	63	29	1
def is_safetensors_compatible() in src/diffusers/pipelines/pipeline_loading_utils.py	52	29	4
def _convert_ip_adapter_image_proj_to_diffusers() in src/diffusers/loaders/unet.py	186	29	3
def from_single_file() in src/diffusers/loaders/single_file.py	176	29	3
def _is_valid_type() in src/diffusers/utils/typing_utils.py	33	28	4
def load_attn_procs() in src/diffusers/loaders/unet.py	100	28	5