huggingface / mcp-course 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 27 units with 459 lines of code in units (25.3% 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)
12 simple units (261 lines of code)
15 very simple units (198 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 27 most complex units

Unit	# lines	McCabe index	# params
def test_starter_runs() in projects/unit3/github-actions-integration/starter/validate_starter.py	13	7	0
def test_dependencies() in projects/unit3/github-actions-integration/starter/validate_starter.py	21	7	0
def test_starter_runs() in projects/unit3/build-mcp-server/starter/validate_starter.py	13	7	0
def test_dependencies() in projects/unit3/build-mcp-server/starter/validate_starter.py	21	7	0
def test_starter_runs() in projects/unit3/slack-notification/starter/validate_starter.py	13	7	0
def test_dependencies() in projects/unit3/slack-notification/starter/validate_starter.py	21	7	0
def test_todos() in projects/unit3/github-actions-integration/starter/validate_starter.py	18	6	0
def main() in projects/unit3/github-actions-integration/starter/validate_starter.py	35	6	0
def test_todos() in projects/unit3/build-mcp-server/starter/validate_starter.py	18	6	0
def main() in projects/unit3/build-mcp-server/starter/validate_starter.py	35	6	0
def test_todos() in projects/unit3/slack-notification/starter/validate_starter.py	18	6	0
def main() in projects/unit3/slack-notification/starter/validate_starter.py	35	6	0
def test_no_implementation() in projects/unit3/github-actions-integration/starter/validate_starter.py	21	4	0
def test_no_implementation() in projects/unit3/build-mcp-server/starter/validate_starter.py	21	4	0
def test_no_implementation() in projects/unit3/slack-notification/starter/validate_starter.py	21	4	0
def test_project_structure() in projects/unit3/github-actions-integration/starter/validate_starter.py	15	3	0
def test_imports() in projects/unit3/github-actions-integration/starter/validate_starter.py	14	3	0
def test_project_structure() in projects/unit3/build-mcp-server/starter/validate_starter.py	15	3	0
def test_imports() in projects/unit3/build-mcp-server/starter/validate_starter.py	14	3	0
def test_project_structure() in projects/unit3/slack-notification/starter/validate_starter.py	15	3	0
def test_imports() in projects/unit3/slack-notification/starter/validate_starter.py	14	3	0
def main() in quiz/push_questions.py	13	2	0
def get_weather() in scripts/vi.py	8	2	1
def get_weather() in scripts/vi.py	8	2	1
def get_weather() in scripts/vi.py	8	2	1
def auto_translate() in scripts/translation.py	6	1	0
def write_out_file() in scripts/translation.py	5	1	2