GoogleCloudPlatform / devrel-demos - 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 718 units with 10,977 lines of code in units (26.2% of code).

2 very complex units (1,060 lines of code)
6 complex units (1,029 lines of code)
10 medium complex units (993 lines of code)
40 simple units (1,662 lines of code)
660 very simple units (6,233 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 50 most complex units

Unit	# lines	McCabe index	# params
def create_app() in containers/aws-gcp-migration/aws/src/frontend/frontend.py	530	67	0
def create_app() in containers/aws-gcp-migration/gcp/src/frontend/frontend.py	530	67	0
export default function QuestionPanel() in app-dev/party-game/app/components/question-panel.tsx	168	49	5
export default function Play() in infrastructure/load-balancing-for-inference/components/Play.tsx	355	30	0
def create_app() in containers/aws-gcp-migration/aws/src/accounts/contacts/contacts.py	121	29	0
def create_app() in containers/aws-gcp-migration/gcp/src/accounts/contacts/contacts.py	121	29	0
def create_app() in containers/aws-gcp-migration/aws/src/accounts/userservice/userservice.py	132	27	0
def create_app() in containers/aws-gcp-migration/gcp/src/accounts/userservice/userservice.py	132	27	0
export default function Play() in infrastructure/load-balancing-blitz/frontend/components/Play.tsx	228	25	0
export default function Play() in infrastructure/beat-the-load-balancer/frontend/components/Play.tsx	227	25	0
export default function BorderCountdownTimer() in app-dev/party-game/app/components/border-countdown-timer.tsx	98	22	5
export async function nudgeGameAction() in app-dev/party-game/app/actions/nudge-game.ts	58	14	5
def get_breeds() in ai-ml/vision-api-serverless-app-tutorial/7_doggo_service/app.py	36	12	1
def connect_tcp_socket() in infrastructure/movie-search-app/connect_tcp.py	54	12	0
export default function GpuGroupRight() in infrastructure/load-balancing-for-inference/components/GpuGroupRight.tsx	113	12	2
def run() in data-analytics/beam_ml_toxicity_in_gaming/part1.py	28	11	4
def page() in infrastructure/movie-search-app/movie_search.py	74	11	0
def page() in infrastructure/cymbal-store-embeddings/cymbal_store.py	77	11	0
def generate_and_publish_image() in data-analytics/next25-turbocharge-ecomm/generate_and_publish_image.py	47	10	3
def process_video() in data-analytics/minigolf-demo/cloud_function/video_processing.py	41	10	2
async function setMissionPattern() in other/train-to-cloud-city/devices/rfid/utils/firestoreHelpers.js	57	10	2
def get_breeds() in ai-ml/vision-api-serverless-app-tutorial/6_doggo_demo/app.py	40	10	0
def cp_image() in devops/inter-org-artifacts-release/App.py	29	10	0
func scaleUpInstance() in infrastructure/alloydb-scale-function/go-sample/alloydbscale.go	52	10	5
func scaleDownInstance() in infrastructure/alloydb-scale-function/go-sample/alloydbscale.go	52	10	5
def monitor_and_upload() in data-analytics/minigolf-demo/upload.py	23	9	1
def helper_shot_information() in data-analytics/minigolf-demo/cloud_function/gemini.py	33	9	1
def run() in data-analytics/beam_ml_toxicity_in_gaming/part2.py	48	9	4
def run() in data-analytics/beam_ml_toxicity_in_gaming/exercises/part2.py	30	9	4
def cargo_trigger() in other/train-to-cloud-city/app/functions/cargo_trigger/main.py	45	9	1
async function readCargo() in other/train-to-cloud-city/devices/rfid/trainGame.js	28	9	2
export default function CountdownOverlay() in infrastructure/load-balancing-for-inference/components/CountdownOverlay.tsx	59	9	5
export default function Player2() in infrastructure/load-balancing-for-inference/components/Player2.tsx	88	9	2
def __init__() in infrastructure/beat-the-load-balancer/backend/lib/app_cache.py	47	9	1
def run() in data-analytics/beam_ml_toxicity_in_gaming/exercises/part1.py	11	8	4
def run() in data-analytics/beam_ml_toxicity_in_gaming/exercises/toxicity_pipeline.py	48	8	4
def run() in data-analytics/beam_ml_toxicity_in_gaming/toxicity_pipeline.py	48	8	4
def background_thread() in data-analytics/data-dash/webapp/main.py	27	8	0
def parse_and_run_command() in other/train-to-cloud-city/devices/signal/CIRCUITPY/code.py	17	8	1
def extract_id_and_text() in ai-ml/rag-architectures/ingestion/main.py	10	8	1
def extract_id_and_text() in ai-ml/rag-architectures/serving/backend/app.py	10	8	1
def extract_id_and_text() in ai-ml/rag-architectures/serving/backend/app.py	10	8	1
def send_prompt() in infrastructure/movie-search-app/movie_search.py	34	8	1
def send_prompt() in infrastructure/cymbal-store-embeddings/cymbal_store.py	34	8	1
def generate_random_toy_name() in data-analytics/next25-turbocharge-ecomm/generate_and_publish_image.py	35	7	0
func main() in devops/otel-trace-exemplar/recursive/main.go	38	7	0
export default function Navbar() in app-dev/party-game/app/components/navbar.tsx	82	7	0
export default function Home() in infrastructure/load-balancing-blitz/frontend/app/page.tsx	83	7	0
def connect_tcp_socket() in infrastructure/cymbal-store-embeddings/connect_tcp.py	34	7	0
export default function Home() in infrastructure/beat-the-load-balancer/frontend/app/page.tsx	83	7	0