huggingface / controlnet_aux 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 1,076 units with 12,431 lines of code in units (74.0% of code).

1 very complex units (385 lines of code)
2 complex units (321 lines of code)
28 medium complex units (1,226 lines of code)
98 simple units (2,576 lines of code)
947 very simple units (7,923 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 pred_squares() in src/controlnet_aux/mlsd/utils.py	385	53	12
def __call__() in src/controlnet_aux/open_pose/body.py	149	41	2
def load_model() in src/controlnet_aux/zoe/zoedepth/models/base_models/midas_repo/midas/model_loader.py	172	27	6
def _decode_block_str() in src/controlnet_aux/normalbae/nets/submodules/efficientnet_repo/geffnet/efficientnet_builder.py	85	25	1
def estimateboost() in src/controlnet_aux/leres/leres/depthmap.py	76	23	6
def get_config() in src/controlnet_aux/zoe/zoedepth/utils/config.py	40	22	4
def main() in src/controlnet_aux/normalbae/nets/submodules/efficientnet_repo/onnx_export.py	43	17	0
def faceDetect() in src/controlnet_aux/dwpose/util.py	49	16	3
def _make_encoder() in src/controlnet_aux/zoe/zoedepth/models/base_models/midas_repo/midas/blocks.py	98	15	13
def draw_pupils() in src/controlnet_aux/mediapipe_face/mediapipe_face_common.py	25	15	4
def get_act_fn() in src/controlnet_aux/normalbae/nets/submodules/efficientnet_repo/geffnet/activations/__init__.py	12	15	1
def main() in src/controlnet_aux/normalbae/nets/submodules/efficientnet_repo/validate.py	76	15	0
def handDetect() in src/controlnet_aux/open_pose/util.py	53	14	2
def faceDetect() in src/controlnet_aux/open_pose/util.py	46	13	2
def __init__() in src/controlnet_aux/leres/leres/Resnext_torch.py	40	13	9
def handDetect() in src/controlnet_aux/dwpose/util.py	45	13	3
def draw_handpose() in src/controlnet_aux/open_pose/util.py	25	12	3
def __init__() in src/controlnet_aux/mlsd/models/mbv2_mlsd_large.py	41	12	2
def get_size() in src/controlnet_aux/zoe/zoedepth/models/base_models/midas.py	44	12	3
def get_size() in src/controlnet_aux/zoe/zoedepth/models/base_models/midas_repo/midas/transforms.py	43	12	3
def __init__() in src/controlnet_aux/zoe/zoedepth/models/zoedepth_nk/zoedepth_nk_v1.py	71	12	23
def get_size() in src/controlnet_aux/midas/midas/transforms.py	43	12	3
def __init__() in src/controlnet_aux/pidi/model.py	68	12	6
def _make_block() in src/controlnet_aux/normalbae/nets/submodules/efficientnet_repo/geffnet/efficientnet_builder.py	32	12	2
def get_act_layer() in src/controlnet_aux/normalbae/nets/submodules/efficientnet_repo/geffnet/activations/__init__.py	12	12	1
def adaptiveselection() in src/controlnet_aux/leres/leres/depthmap.py	27	11	3
def init_weights() in src/controlnet_aux/leres/pix2pix/models/networks.py	20	11	3
def __init__() in src/controlnet_aux/mlsd/models/mbv2_mlsd_tiny.py	38	11	2
def write_pfm() in src/controlnet_aux/midas/utils.py	21	11	3
def __call__() in src/controlnet_aux/hed/__init__.py	39	11	8
def filter() in src/controlnet_aux/segment_anything/utils/amg.py	14	11	2
def __call__() in src/controlnet_aux/shuffle/__init__.py	29	10	9
def __call__() in src/controlnet_aux/mlsd/__init__.py	31	10	8
def forward() in src/controlnet_aux/zoe/zoedepth/models/zoedepth_nk/zoedepth_nk_v1.py	51	10	6
def get_lr_params() in src/controlnet_aux/zoe/zoedepth/models/zoedepth_nk/zoedepth_nk_v1.py	28	10	2
def _infer_with_pad_aug() in src/controlnet_aux/zoe/zoedepth/models/depth_model.py	20	10	8
def __call__() in src/controlnet_aux/midas/__init__.py	48	10	8
def __call__() in src/controlnet_aux/pidi/__init__.py	39	10	9
def draw_handpose() in src/controlnet_aux/dwpose/util.py	24	10	2
def initialize_weight_goog() in src/controlnet_aux/normalbae/nets/submodules/efficientnet_repo/geffnet/efficientnet_builder.py	28	10	3
def forward() in src/controlnet_aux/normalbae/nets/submodules/decoder.py	81	10	4
def sample_points() in src/controlnet_aux/normalbae/nets/submodules/submodules.py	44	10	4
def from_pretrained() in src/controlnet_aux/open_pose/__init__.py	23	9	7
def _init_params() in src/controlnet_aux/leres/leres/network_auxi.py	17	9	1
def init_params() in src/controlnet_aux/leres/leres/network_auxi.py	17	9	1
def init_params() in src/controlnet_aux/leres/leres/network_auxi.py	17	9	1
def init_params() in src/controlnet_aux/leres/leres/network_auxi.py	17	9	1
def init_params() in src/controlnet_aux/leres/leres/network_auxi.py	17	9	1
def init_params() in src/controlnet_aux/leres/leres/network_auxi.py	17	9	1
def init_params() in src/controlnet_aux/leres/leres/network_auxi.py	17	9	1