openai / learning-lab - 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 25 most complex units

Unit	# lines	McCabe index	# params
def run_full_turn() in 01-agents/5_escalation.py	26	8	3
def run_full_turn() in 01-agents/7_orchestration.py	26	8	2
def run_full_turn() in 01-agents/6_agents.py	26	8	2
def function_to_schema() in 01-agents/demo_util.py	42	7	1
def run_full_turn() in 01-agents/3_tools.py	21	5	3
def run_full_turn() in 01-agents/4_tools.py	21	5	3
def run_full_turn() in 01-agents/2_tools.py	20	4	3
def color() in 01-agents/demo_util.py	13	1	2
def sample_function() in 01-agents/demo_util.py	2	1	3
def look_up_item() in 01-agents/5_escalation.py	4	1	1
def execute_refund() in 01-agents/5_escalation.py	7	1	2
def escalate_to_human() in 01-agents/5_escalation.py	6	1	1
def execute_tool_call() in 01-agents/5_escalation.py	5	1	2
def execute_tool_call() in 01-agents/7_orchestration.py	5	1	2
def look_up_item() in 01-agents/7_orchestration.py	4	1	1
def execute_refund() in 01-agents/7_orchestration.py	7	1	2
def escalate_to_human() in 01-agents/7_orchestration.py	6	1	1
def look_up_item() in 01-agents/3_tools.py	4	1	1
def execute_refund() in 01-agents/3_tools.py	7	1	2
def execute_tool_call() in 01-agents/6_agents.py	5	1	2
def look_up_item() in 01-agents/6_agents.py	4	1	1
def execute_refund() in 01-agents/6_agents.py	7	1	2
def escalate_to_human() in 01-agents/6_agents.py	6	1	1
def look_up_item() in 01-agents/4_tools.py	4	1	1
def execute_refund() in 01-agents/4_tools.py	7	1	2