huggingface / cosmopedia 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 55 units with 867 lines of code in units (34.2% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
0 medium complex units (0 lines of code)
6 simple units (295 lines of code)
49 very simple units (572 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 get_course_all_slugs() in prompts/khanacademy/khan_dl/khan_dl.py	90	10	1
def main() in decontamination/decontaminate.py	32	8	1
def main() in fulltext_search/index_docs.py	72	8	0
def get_courses() in prompts/khanacademy/khan_dl/khan_dl.py	35	7	2
def get_course_page() in prompts/khanacademy/khan_dl/khan_dl.py	19	6	1
def main() in prompts/khanacademy/khan_dl/main.py	47	6	1
def set_log_level() in prompts/khanacademy/khan_dl/main.py	9	5	1
def parse_chapter() in prompts/openstax/build_openstax_prompts.py	26	5	3
def filter_files() in prompts/stories/filter_openhermes.py	6	5	1
def main() in classification/run_edu_bert.py	44	5	1
def main() in classification/train_edu_bert.py	68	5	1
def clear_screen() in prompts/khanacademy/khan_dl/khan_dl.py	5	4	0
def retrieve_ngrams_batch() in decontamination/decontaminate.py	14	4	5
def run_query() in fulltext_search/search_sharded.py	27	4	2
def search_topic() in fulltext_search/search_sharded.py	35	4	1
def insert_batch() in fulltext_search/index_docs.py	37	4	1
def get_course_title() in prompts/khanacademy/khan_dl/khan_dl.py	6	3	1
def get_course_unit_titles() in prompts/khanacademy/khan_dl/khan_dl.py	7	3	1
def get_course_unit_urls() in prompts/khanacademy/khan_dl/khan_dl.py	11	3	1
def download_nested_courses() in prompts/khanacademy/khan_dl/khan_dl.py	6	3	1
def parse_book() in prompts/openstax/build_openstax_prompts.py	7	3	1
def get_prompt() in prompts/stories/filter_openhermes.py	10	3	1
def build_prompt() in prompts/web_samples/build_web_prompts.py	7	3	2
def tokenize() in decontamination/decontaminate.py	4	3	1
def diff_strings() in decontamination/decontaminate.py	10	3	2
def clean_text() in generation/boilerplate_cleanup.py	5	2	1
def domain_prompt() in prompts/khanacademy/khan_dl/khan_dl.py	10	2	1
def get_all_courses() in prompts/khanacademy/khan_dl/khan_dl.py	9	2	1
def get_course_unit_slugs() in prompts/khanacademy/khan_dl/khan_dl.py	10	2	1
def get_ngrams() in decontamination/decontaminate.py	2	2	2
def add_match_stats() in decontamination/decontaminate.py	11	2	1
def debug() in prompts/khanacademy/khan_dl/khan_dl.py	2	1	2
def warning() in prompts/khanacademy/khan_dl/khan_dl.py	2	1	2
def error() in prompts/khanacademy/khan_dl/khan_dl.py	2	1	2
def __init__() in prompts/khanacademy/khan_dl/khan_dl.py	17	1	1
def course_prompt() in prompts/khanacademy/khan_dl/khan_dl.py	12	1	1
def get_course_youtube_ids() in prompts/khanacademy/khan_dl/khan_dl.py	1	1	1
def download_course_videos() in prompts/khanacademy/khan_dl/khan_dl.py	1	1	1
def reset_course() in prompts/khanacademy/khan_dl/khan_dl.py	15	1	1
def download_course_interactive() in prompts/khanacademy/khan_dl/khan_dl.py	13	1	1
def download_course_given() in prompts/khanacademy/khan_dl/khan_dl.py	17	1	2
def get_args() in prompts/openstax/build_openstax_prompts.py	4	1	0
def build_prompts() in prompts/openstax/build_openstax_prompts.py	2	1	0
def get_args() in prompts/auto_math_text/build_science_prompts.py	6	1	0
def build_prompt() in prompts/auto_math_text/build_science_prompts.py	5	1	2
def get_args() in prompts/stories/build_openhermes_stories_prompts.py	6	1	0
def build_prompt() in prompts/stories/build_openhermes_stories_prompts.py	5	1	2
def get_args() in prompts/stories/build_ultrachat_stories_prompts.py	6	1	0
def build_prompt() in prompts/stories/build_ultrachat_stories_prompts.py	5	1	2
def get_args() in prompts/web_samples/filter_and_classify_clusters.py	5	1	0