huggingface / huggingface_sb3 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).

Conditional Complexity Overall

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

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 16 most complex units

Unit	# lines	McCabe index	# params
def _add_logdir() in huggingface_sb3/push_to_hub.py	6	5	2
def __new__() in huggingface_sb3/naming_schemes.py	11	4	2
def _generate_config() in huggingface_sb3/push_to_hub.py	11	4	2
def load_from_hub() in huggingface_sb3/load_from_hub.py	15	3	2
def entry_point() in huggingface_sb3/push_to_hub.py	6	2	1
def gym_id() in huggingface_sb3/naming_schemes.py	2	1	1
def __new__() in huggingface_sb3/naming_schemes.py	2	1	3
def filename() in huggingface_sb3/naming_schemes.py	2	1	1
def __new__() in huggingface_sb3/naming_schemes.py	2	1	3
def _evaluate_agent() in huggingface_sb3/push_to_hub.py	6	1	0
def is_atari() in huggingface_sb3/push_to_hub.py	2	1	1
def _generate_replay() in huggingface_sb3/push_to_hub.py	6	1	0
def _generate_metadata() in huggingface_sb3/push_to_hub.py	20	1	4
def _generate_model_card() in huggingface_sb3/push_to_hub.py	4	1	4
def package_to_hub() in huggingface_sb3/push_to_hub.py	13	1	0
def push_to_hub() in huggingface_sb3/push_to_hub.py	5	1	0