epam / kubernetes-engine-samplesConditional 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).

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Conditional Complexity Overall

There are 355 units with 3,714 lines of code in units (7.1% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
5 medium complex units (315 lines of code)
14 simple units (441 lines of code)
336 very simple units (2,958 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 build_payload() in quickstarts/whereami/whereami_payload.py	110	21	2
func retrievePrices() in cost-optimization/gke-shift-left-cost/api/resource_price.go	40	20	2
func() in cost-optimization/gke-shift-left-cost/api/manifests.go	67	19	1
func() in cost-optimization/gke-shift-left-cost/api/cost.go	48	16	1
func main() in observability/custom-metrics-autoscaling/direct-to-sd/sd_dummy_exporter.go	50	14	0
func file_reverse_proto_init() in networking/grpc-gke-nlb-tutorial/reverse-grpc/api/reverse.pb.go	49	9	0
func file_echo_proto_init() in networking/grpc-gke-nlb-tutorial/echo-grpc/api/echo.pb.go	49	9	0
def train_func_per_worker() in ai-ml/gke-ray/raytrain/pytorch-mnist/train.py	33	9	1
func buildContainers() in cost-optimization/gke-shift-left-cost/api/types.go	45	8	2
def initialize() in ai-ml/t5-model-serving/model/handler.py	28	8	2
func populateConfigNotProvided() in cost-optimization/gke-shift-left-cost/api/config.go	22	7	1
func buildHPAV2beta2() in cost-optimization/gke-shift-left-cost/api/builder_hpa.go	30	7	1
func buildHPAV2beta1() in cost-optimization/gke-shift-left-cost/api/builder_hpa.go	29	7	1
def process_message() in ai-ml/llm-serving-gemma/gradio/app/app.py	19	7	2
func() in cost-optimization/gke-shift-left-cost/api/manifests.go	20	6	1
func() in cost-optimization/gke-shift-left-cost/api/manifests.go	22	6	1
func isK8sPathProvided() in cost-optimization/gke-shift-left-cost/main.go	13	6	2
def build_app() in ai-ml/gke-ray/rayserve/llm/model-composition/serve_tpu.py	29	6	2
public ActionResult FileShareDiagnostics() in windows/aspnet-gmsa/dotnetdemoappMVC/Controllers/NetworkAccessController.cs	53	6	1
func() in cost-optimization/gke-shift-left-cost/api/manifests.go	14	5	1
func buildVolumeClaimV1() in cost-optimization/gke-shift-left-cost/api/builder_volumeclaim.go	22	5	2
func() in cost-optimization/gke-shift-left-cost/api/cost.go	16	5	1
def inference_interface() in ai-ml/llm-serving-gemma/gradio/app/app.py	61	5	5
def lease() in batch/aiml-workloads/src/rediswq.py	20	5	4
public ActionResult Authenticate() in windows/aspnet-gmsa/dotnetdemoappMVC/Controllers/SecureController.cs	29	5	0
def grpc_serve() in quickstarts/whereami/app.py	21	5	0
func() in networking/grpc-gke-nlb-tutorial/reverse-grpc/api/reverse.pb.go	11	4	1
func() in networking/grpc-gke-nlb-tutorial/reverse-grpc/api/reverse.pb.go	11	4	1
func main() in networking/grpc-gke-nlb-tutorial/reverse-grpc/main.go	18	4	0
func() in networking/grpc-gke-nlb-tutorial/echo-grpc/api/echo.pb.go	11	4	1
func() in networking/grpc-gke-nlb-tutorial/echo-grpc/api/echo.pb.go	11	4	1
func main() in networking/grpc-gke-nlb-tutorial/echo-grpc/main.go	18	4	0
func PollItself() in observability/workload-metrics/main.go	17	4	0
func calculateMonthlyPrice() in cost-optimization/gke-shift-left-cost/api/resource_price.go	18	4	1
func buildHPA() in cost-optimization/gke-shift-left-cost/api/builder_hpa.go	12	4	2
func buildStatefulSetV1() in cost-optimization/gke-shift-left-cost/api/builder_statefulset.go	23	4	2
func percDiff() in cost-optimization/gke-shift-left-cost/api/cost.go	12	4	1
func output() in cost-optimization/gke-shift-left-cost/main.go	17	4	1
def get_gcp_project_id() in cost-optimization/gke-vpa-recommendations/metrics-exporter/utils.py	13	4	0
def get_namespaces() in cost-optimization/gke-vpa-recommendations/metrics-exporter/main.py	24	4	2
def get_tpu_head() in ai-ml/gke-ray/rayserve/llm/model-composition/serve_tpu.py	8	4	0
def build_app() in ai-ml/gke-ray/rayserve/llm/tpu/serve_tpu.py	11	4	2
def send_requests() in ai-ml/gke-ray/rayserve/stable-diffusion/stable_diffusion_tpu_req.py	26	4	4
def main() in batch/aiml-workloads/src/worker.py	23	4	0
public ActionResult SqlServerDiagnostics() in windows/aspnet-gmsa/dotnetdemoappMVC/Controllers/NetworkAccessController.cs	34	4	1
func main() in quickstarts/hello-app-tls/main.go	20	4	0
export default function App() in databases/hello-app-cloud-spanner/client/src/components/App.js	32	3	0
func main() in security/wi-secrets/main.go	19	3	0
func _Reverse_Reverse_Handler() in networking/grpc-gke-nlb-tutorial/reverse-grpc/api/reverse_grpc.pb.go	17	3	3
func _Echo_Echo_Handler() in networking/grpc-gke-nlb-tutorial/echo-grpc/api/echo_grpc.pb.go	17	3	3