huggingface / chug 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 139 units with 1,239 lines of code in units (39.5% of code).

0 very complex units (0 lines of code)
2 complex units (101 lines of code)
6 medium complex units (206 lines of code)
13 simple units (213 lines of code)
118 very simple units (719 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 _process_anno_pages() in src/chug/doc/doc_read_processor.py	62	27	2
def collate() in src/chug/common/collate.py	39	26	1
def __call__() in src/chug/wds/decode.py	63	19	3
def __call__() in src/chug/doc/doc_processor.py	35	16	2
def __post_init__() in src/chug/common/config.py	20	15	1
def __call__() in src/chug/hfds/collate.py	23	14	2
def _expand_maybe() in src/chug/wds/filters.py	31	12	3
def expand_urls() in src/chug/common/urls.py	34	11	2
def flatten_bytes() in src/chug/hfds/collate.py	9	9	1
def _parse_split_info() in src/chug/wds/dataset_info.py	32	9	2
def __iter__() in src/chug/wds/shardlists.py	17	9	1
def _map_v2() in src/chug/wds/filters.py	14	8	3
def __iter__() in src/chug/wds/shardlists.py	17	8	1
def get_pytorch_worker_seed() in src/chug/common/random.py	18	8	2
def _flatten_nested() in src/chug/wds/filters.py	10	7	4
def set_default() in src/chug/common/config.py	11	7	3
def _decode_anno() in src/chug/doc/doc_vqa_processor.py	34	7	2
def _expand_always() in src/chug/wds/filters.py	15	6	3
def expand_urls() in src/chug/wds/helpers.py	20	6	2
def merge() in src/chug/common/config.py	8	6	3
def _preprocess_image_pages() in src/chug/doc/doc_processor.py	8	6	3
def invoke() in src/chug/hfds/collate.py	9	5	3
def _disable_decode() in src/chug/hfds/loader.py	15	5	1
def run() in src/chug/wds/filters.py	13	5	2
def _expand_anno() in src/chug/doc/doc_read_processor.py	15	5	3
def __call__() in src/chug/image/transforms_torch.py	8	5	2
def get_dataset_size() in src/chug/wds/dataset_info.py	14	4	1
def set_interval() in src/chug/common/types.py	5	4	2
def __post_init__() in src/chug/common/types.py	8	4	1
def _get_value() in src/chug/doc/doc_processor.py	9	4	2
def _expand_anno() in src/chug/doc/doc_processor.py	6	4	3
def __getitem__() in src/chug/hfds/wrappers.py	10	3	2
def __iter__() in src/chug/hfds/wrappers.py	8	3	1
def envlookup() in src/chug/common/urls.py	7	3	1
def _subst_and_expand() in src/chug/common/urls.py	7	3	1
def image_mode_to_chs() in src/chug/common/config.py	5	3	1
def _decode_anno() in src/chug/doc/doc_read_processor.py	12	3	2
def _squeeze_anno() in src/chug/doc/doc_processor.py	3	3	2
def __init__() in src/chug/image/transforms_alb.py	7	3	4
def __init__() in src/chug/image/transforms_alb.py	7	3	4
def __init__() in src/chug/image/transforms_torch.py	2	3	2
def __call__() in src/chug/image/transforms_torch.py	6	3	2
def __init__() in src/chug/image/transforms_torch.py	7	3	2
def get_params() in src/chug/image/transforms_torch.py	5	3	1
def __call__() in src/chug/image/transforms_torch.py	8	3	2
def get_params() in src/chug/image/transforms_torch.py	5	3	1
def __call__() in src/chug/image/transforms_torch.py	8	3	2
def set_interval_count() in src/chug/hfds/wrappers.py	5	2	2
def base_plus_ext() in src/chug/wds/tariterators.py	5	2	1
def empty() in src/chug/common/config.py	2	2	1