azure / GenAIOps-project-template - 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 __init__() in src/azure_config.py	34	16	1
def deploy_flow() in util/deploy_moe.py	101	9	2
def check_missing_vars() in src/azure_config.py	14	4	1
def main() in util/run_flow.py	24	4	1
def create_role_assignment() in util/deploy_moe.py	26	3	3
def main() in evaluations/qa_quality_eval.py	70	3	0
def gen_documents() in data/sample-documents-indexing.py	29	2	1
def get_env_var() in src/azure_config.py	5	2	2
def get_domain_prefix() in src/azure_config.py	5	2	2
def delete_index() in data/sample-documents-indexing.py	3	1	2
def create_index_definition() in data/sample-documents-indexing.py	62	1	1
def retrieve_documentation() in src/ai_search.py	5	1	0
def get_embedding() in src/chat_request.py	12	1	1
def get_context() in src/chat_request.py	7	1	2
def get_response() in src/chat_request.py	21	1	2
def get_ai_studio_url_for_deploy() in util/deploy_moe.py	6	1	3
def output_deployment_details() in util/deploy_moe.py	7	1	3
def main() in evaluations/prompty_eval.py	34	1	0