alibaba / esod - 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 1,223 units with 18,467 lines of code in units (57.3% of code).

4 very complex units (856 lines of code)
14 complex units (973 lines of code)
75 medium complex units (3,031 lines of code)
161 simple units (4,429 lines of code)
969 very simple units (9,178 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 train() in train.py	337	163	4
def evaluateImg() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/eval_MR_multisetup.py	101	60	6
void mexFunction() in evaluation/UAV-benchmark-MOTD_v1.0/utils/clearMOTMex.cpp	278	56	4
def detect() in detect.py	140	53	1
def evaluateImg() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/origin_eval_MR_multisetup.py	77	45	6
def parse_model() in models/yolo.py	64	36	2
def _rename_basic_resnet_weights() in evaluation/tiny_benchmark/maskrcnn_benchmark/utils/c2_model_loading.py	39	36	1
def __init__() in utils/datasets.py	86	32	13
def accumulate() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/origin_eval_MR_multisetup.py	75	31	2
def forward() in models/yolo.py	76	30	2
def forward_once() in models/yolo.py	53	30	4
def convert_gpvit() in scripts/model_convert.py	73	29	0
def __call__() in evaluation/tiny_benchmark/maskrcnn_benchmark/data/transforms/transforms.py	62	29	3
def convert_rtmdet() in scripts/model_convert.py	109	27	0
def plot_images() in utils/plots.py	58	26	7
def accumulate() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/eval_MR_multisetup.py	47	26	2
double MinCostMatching() in evaluation/UAV-benchmark-MOTD_v1.0/utils/clearMOTMex.cpp	77	26	3
double MinCostMatching() in evaluation/UAV-benchmark-MOTD_v1.0/utils/MinCostMatching.cpp	77	26	3
def _prepare() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/eval_MR_multisetup.py	40	24	2
def __call__() in evaluation/tiny_benchmark/maskrcnn_benchmark/data/transforms/transforms.py	42	22	3
def _prepare_batches() in evaluation/tiny_benchmark/maskrcnn_benchmark/data/samplers/grouped_batch_sampler.py	26	22	1
def intersect_dicts() in utils/torch_utils.py	32	21	3
def __getitem__() in utils/datasets.py	58	21	2
def loadRes() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/coco.py	53	21	2
def match_distribute() in evaluation/tiny_benchmark/maskrcnn_benchmark/data/transforms/scale_match.py	41	21	3
def _rename_weights_for_resnet() in evaluation/tiny_benchmark/maskrcnn_benchmark/utils/c2_model_loading.py	27	21	2
def forward() in models/common.py	37	20	5
def showAnns() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/coco.py	55	20	2
def __call__() in evaluation/tiny_benchmark/maskrcnn_benchmark/modeling/rpn/locnet/loss.py	56	20	3
def non_max_suppression() in utils/general.py	56	19	7
def convert_retinanet() in scripts/model_convert.py	68	19	0
def computeIoU() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/eval_MR_multisetup.py	25	19	3
def build_transforms() in evaluation/tiny_benchmark/maskrcnn_benchmark/data/transforms/build.py	101	19	2
def random_perspective() in utils/datasets.py	59	18	3
def __call__() in utils/loss.py	45	18	6
def getAnnIds() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/coco.py	18	18	5
void compute() in evaluation/UAV-benchmark-MOTD_v1.0/utils/costBlockMex.cpp	49	18	9
def check_requirements() in utils/general.py	28	17	2
def __init__() in utils/datasets.py	34	17	4
def load_mosaic9() in utils/datasets.py	53	17	2
def profile() in utils/torch_utils.py	29	16	4
def check_dataset() in utils/general.py	20	16	1
def display() in models/common.py	25	16	7
def __call__() in evaluation/tiny_benchmark/maskrcnn_benchmark/modeling/rpn/locnet/loss.py	71	16	6
def getCatIds() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/coco.py	13	15	4
def __init__() in utils/wandb_logging/wandb_utils.py	30	14	6
def prepare_visdrone() in scripts/data_prepare.py	46	14	0
def convert_cityscapes_instance_only() in evaluation/tiny_benchmark/tools/cityscapes/convert_cityscapes_to_coco.py	91	14	2
def __call__() in evaluation/tiny_benchmark/MyPackage/tools/pub/split_and_merge_image.py	36	14	4
def computeIoU() in evaluation/tiny_benchmark/third/Cityscapes/evaluation/eval_script/origin_eval_MR_multisetup.py	19	14	3