huggingface / trending-deploy 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 18 most complex units

Unit	# lines	McCabe index	# params
def undeploy_model() in trending_deploy/deploy.py	33	16	1
def __call__() in trending_deploy/main.py	26	12	4
def solve_knapsack() in trending_deploy/optimization.py	24	10	2
def deploy_model() in trending_deploy/deploy.py	56	10	1
def increase_instance_size() in trending_deploy/deploy.py	18	7	3
def get_num_parameters_from_model() in trending_deploy/models.py	17	7	1
def deploy_selected_models() in trending_deploy/deploy.py	25	6	1
def trending_model_generator() in trending_deploy/models.py	28	6	1
def load_deployed_models() in trending_deploy/deploy.py	11	4	0
def trending_models_for_task() in trending_deploy/models.py	9	3	2
def get_viable_instance_from_num_parameters() in trending_deploy/models.py	9	3	1
def main() in cli.py	16	3	0
def __init__() in trending_deploy/main.py	6	2	4
def trending_models() in trending_deploy/models.py	7	2	2
def get_cost_from_model() in trending_deploy/costs.py	2	1	3
def to_dict() in trending_deploy/constants.py	2	1	1
def get_reward_from_model() in trending_deploy/rewards.py	2	1	2
def parse_args() in cli.py	38	1	0