huggingface / pixparse 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 214 units with 2,237 lines of code in units (45.7% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
8 medium complex units (375 lines of code)
22 simple units (705 lines of code)
184 very simple units (1,157 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 token2json() in src/pixparse/utils/json_utils.py	42	19	2
def main() in src/pixparse/app/train.py	90	17	0
def normalize_dict() in src/pixparse/utils/json_utils.py	23	14	4
def main() in src/pixparse/app/eval.py	70	14	0
def step() in src/pixparse/task/task_donut_eval_ocr.py	56	14	2
def step() in src/pixparse/task/task_cruller_eval_rvlcdip.py	56	12	2
def _add_kwargs() in src/pixparse/framework/monitor.py	28	11	3
def collate_fn() in src/pixparse/task/task_cruller_eval_rvlcdip.py	10	11	2
def train_step() in src/pixparse/task/task_cruller_finetune_CORD.py	70	10	3
def train_setup() in src/pixparse/task/task_cruller_finetune_xent.py	52	10	2
def construct_tree_from_dict() in src/pixparse/utils/json_utils.py	22	9	4
def collate_fn() in src/pixparse/task/task_cruller_finetune_docvqa.py	29	9	2
def train_step() in src/pixparse/task/task_cruller_finetune_docvqa.py	66	9	3
def train_step() in src/pixparse/task/task_cruller_pretrain.py	67	9	2
def train_step() in src/pixparse/task/task_cruller_finetune_xent.py	63	9	3
def train_step() in src/pixparse/task/task_cruller_finetune_RVLCDIP.py	66	9	3
def _scan_model_configs() in src/pixparse/models/config.py	14	8	0
def _scan_tokenizer_configs() in src/pixparse/tokenizers/config.py	14	8	0
def world_info_from_env() in src/pixparse/framework/device.py	22	7	0
def evaluate() in src/pixparse/framework/eval.py	12	7	2
def update_cost() in src/pixparse/utils/json_utils.py	13	7	2
def create_text_decoder() in src/pixparse/models/text_decoder_hf.py	22	7	1
def step() in src/pixparse/task/task_cruller_eval_docvqa.py	25	7	2
def collate_fn() in src/pixparse/task/task_cruller_eval_cord.py	32	7	2
def step() in src/pixparse/task/task_cruller_eval_cord.py	28	7	2
def __call__() in src/pixparse/data/transforms.py	9	6	2
def summary_row_dict() in src/pixparse/framework/monitor.py	14	6	3
def flatten() in src/pixparse/utils/json_utils.py	13	6	1
def collate_fn() in src/pixparse/task/task_cruller_finetune_CORD.py	32	6	2
def collate_fn() in src/pixparse/task/task_cruller_finetune_RVLCDIP.py	20	6	2
def get_additional_tokens_from_dataset() in src/pixparse/data/datasets_utils.py	16	5	3
def create_image_encoder() in src/pixparse/models/image_encoder_timm.py	15	5	1
def get_train_ocr_metrics() in src/pixparse/task/task_cruller_pretrain.py	21	5	2
def step() in src/pixparse/task/task_cruller_eval_ocr.py	23	5	2
def __getitem__() in src/pixparse/data/datasets_utils.py	23	4	2
def get_next_valid_page_index() in src/pixparse/data/preprocess.py	7	4	4
def cal_f1() in src/pixparse/utils/json_utils.py	12	4	3
def __post_init__() in src/pixparse/task/task_cruller_finetune_docvqa.py	11	4	1
def __post_init__() in src/pixparse/task/task_cruller_pretrain.py	9	4	1
def __post_init__() in src/pixparse/task/task_cruller_eval_rvlcdip.py	11	4	1
def __post_init__() in src/pixparse/task/task_cruller_eval_docvqa.py	11	4	1
def __post_init__() in src/pixparse/task/task_cruller_finetune_CORD.py	11	4	1
def __post_init__() in src/pixparse/task/task_cruller_finetune_xent.py	9	4	1
def collate_fn() in src/pixparse/task/task_cruller_finetune_xent.py	7	4	2
def __post_init__() in src/pixparse/task/task_cruller_eval_cord.py	11	4	1
def __post_init__() in src/pixparse/task/task_cruller_finetune_RVLCDIP.py	11	4	1
def __post_init__() in src/pixparse/task/task_cruller_eval_ocr.py	11	4	1
def __init__() in src/pixparse/data/datasets_utils.py	16	3	4
def __len__() in src/pixparse/data/datasets_utils.py	4	3	1
def __call__() in src/pixparse/data/transforms.py	15	3	2