huggingface / evaluate 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).

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Conditional Complexity Overall

There are 488 units with 5,346 lines of code in units (59.5% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
17 medium complex units (685 lines of code)
40 simple units (819 lines of code)
431 very simple units (3,842 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 _enforce_nested_string_type() in src/evaluate/module.py	36	24	3
def __init__() in src/evaluate/visualization.py	61	23	7
def compute_precision_recall() in metrics/cuad/compute_score.py	36	21	3
def SARIngram() in metrics/wiki_split/wiki_split.py	55	20	4
def SARIngram() in metrics/sari/sari.py	55	20	4
def compute() in src/evaluate/module.py	40	18	5
def add_batch() in src/evaluate/module.py	42	15	5
def SARIsent() in metrics/wiki_split/wiki_split.py	62	14	3
def SARIsent() in metrics/sari/sari.py	62	14	3
def _init_writer() in src/evaluate/module.py	35	14	2
def main() in metrics/squad_v2/compute_score.py	35	13	0
def _merge_results() in src/evaluate/module.py	19	13	2
def _compute() in metrics/meteor/meteor.py	39	12	6
def _finalize() in src/evaluate/module.py	21	12	1
def wer_and_cer() in metrics/xtreme_s/xtreme_s.py	48	11	4
def __post_init__() in src/evaluate/evaluation_suite/__init__.py	15	11	1
def _list_evaluation_modules_type() in src/evaluate/inspect.py	24	11	3
def _compute() in metrics/code_eval/code_eval.py	32	10	8
def normalize() in metrics/wiki_split/wiki_split.py	17	10	4
def normalize() in metrics/sari/sari.py	17	10	4
def get_raw_scores() in metrics/squad_v2/compute_score.py	17	10	2
def get_module() in src/evaluate/loading.py	31	10	1
def _compute() in metrics/squad_v2/squad_v2.py	19	9	4
def _compute() in metrics/super_glue/super_glue.py	25	9	3
def parse_test_cases() in src/evaluate/utils/gradio.py	15	9	3
def predictions_processor() in src/evaluate/evaluator/token_classification.py	15	9	4
def prepare_data() in src/evaluate/evaluator/token_classification.py	23	9	6
def compute_score() in metrics/cuad/compute_score.py	36	8	2
def find_best_thresh() in metrics/squad_v2/compute_score.py	21	8	4
def add() in src/evaluate/module.py	26	8	5
def radar_plot() in src/evaluate/visualization.py	50	8	5
def _compute() in metrics/bleu/bleu.py	17	7	4
def _compute() in metrics/nist_mt/nist_mt.py	16	7	6
def _compute() in metrics/matthews_correlation/matthews_correlation.py	17	7	5
def make_precision_recall_eval() in metrics/squad_v2/compute_score.py	20	7	6
def run_precision_recall_analysis() in metrics/squad_v2/compute_score.py	34	7	6
def _compute() in metrics/xtreme_s/xtreme_s.py	29	7	5
def _get_all_cache_files() in src/evaluate/module.py	28	7	1
def __del__() in src/evaluate/module.py	9	7	1
def __init__() in src/evaluate/module.py	17	7	3
def _infer_device() in src/evaluate/evaluator/base.py	21	7	0
def _compute() in metrics/wer/wer.py	23	6	4
def _compute() in metrics/cer/cer.py	37	6	4
def _compute() in metrics/mahalanobis/mahalanobis.py	20	6	3
def evaluate_multirc() in metrics/super_glue/super_glue.py	20	6	2
def _create_cache_file() in src/evaluate/module.py	27	6	2
def is_local_path() in src/evaluate/utils/file_utils.py	2	6	1
def get_datasets_user_agent() in src/evaluate/utils/file_utils.py	14	6	2
def infer_gradio_input_types() in src/evaluate/utils/gradio.py	11	6	1
def parse_gradio_data() in src/evaluate/utils/gradio.py	12	6	2