azure / mlops-templates - 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 25 units with 480 lines of code in units (53.3% 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)
1 simple units (27 lines of code)
24 very simple units (453 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 25 most complex units

Unit	# lines	McCabe index	# params
def main() in src/python-sdk-v1/register_environnment.py	27	10	0
def connect_to_aml() in src/python-sdk-v2/create_compute.py	19	5	1
def connect_to_aml() in src/python-sdk-v2/create_compute_instance.py	19	5	1
def main() in src/python-sdk-v2/register_environment.py	28	4	0
def main() in src/python-sdk-v2/create_compute_instance.py	31	4	0
def main() in src/python-sdk-v2/create_online_endpoint.py	18	2	0
def get_config_parger() in src/python-sdk-v2/create_compute.py	52	2	1
def main() in src/python-sdk-v2/create_online_deployment.py	26	2	0
def main() in src/python-sdk-v2/create_batch_deployment.py	31	2	0
def get_config_parger() in src/python-sdk-v2/create_compute_instance.py	60	2	1
def main() in src/python-sdk-v2/create_batch_endpoint.py	16	2	0
def main() in src/python-sdk-v2/register_data_asset.py	16	2	0
def main() in src/python-sdk-v1/register_dataset.py	17	2	0
function checkGenerateEntity() in read_yaml_action/index.js	8	2	1
def parse_args() in src/python-sdk-v2/create_online_endpoint.py	6	1	0
def main() in src/python-sdk-v2/create_compute.py	13	1	0
def parse_args() in src/python-sdk-v2/register_environment.py	8	1	0
def parse_args() in src/python-sdk-v2/create_online_deployment.py	9	1	0
def parse_args() in src/python-sdk-v2/create_batch_deployment.py	12	1	0
def parse_args() in src/python-sdk-v2/create_batch_endpoint.py	6	1	0
def parse_args() in src/python-sdk-v2/register_data_asset.py	7	1	0
def parse_args() in src/python-sdk-v1/register_dataset.py	9	1	0
def parse_args() in src/python-sdk-v1/deploy_drift_detection.py	10	1	0
def main() in src/python-sdk-v1/deploy_drift_detection.py	24	1	0
def parse_args() in src/python-sdk-v1/register_environnment.py	8	1	0