GoogleCloudPlatform / kubernetes-engine-samples

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 431 units with 4,419 lines of code in units (7.9% 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)
16 simple units (510 lines of code)
410 very simple units (3,594 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 make_json_serializable() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/utils/models.py	13	9	1
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 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
func populateConfigNotProvided() in cost-optimization/gke-shift-left-cost/api/config.go	22	7	1
def process_message() in ai-ml/llm-serving-gemma/gradio/app/app.py	19	7	2
def _get_recommended_configs() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/plan_workload_simulation.py	54	6	3
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
public ActionResult FileShareDiagnostics() in windows/aspnet-gmsa/dotnetdemoappMVC/Controllers/NetworkAccessController.cs	53	6	1
def build_app() in ai-ml/gke-ray/rayserve/llm/model-composition/serve_tpu.py	31	6	2
def lease() in batch/aiml-workloads/src/rediswq.py	20	5	4
def add_excluded_namespaces() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/utils/config.py	7	5	2
def write_to_bigquery() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/run_workload_simulation.py	58	5	5
def convert_data_types() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/plan_workload_simulation.py	28	5	1
def _aggregate_data() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/read_workload_timeseries.py	60	5	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
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
def inference_interface() in ai-ml/llm-serving-gemma/gradio/app/app.py	61	5	5
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
def main() in batch/aiml-workloads/src/worker.py	23	4	0
def add_log() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/utils/models.py	5	4	3
def _calculate_savings() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/run_workload_simulation.py	47	4	2
def _is_plan_valid() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/run_workload_simulation.py	40	4	2
def _is_workload_balanced() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/plan_workload_simulation.py	19	4	1
def _extract_pod_times() in cost-optimization/hpa-config-recommender/src/hpaconfigrecommender/read_workload_startuptime.py	11	4	1
func buildHPA() in cost-optimization/gke-shift-left-cost/api/builder_hpa.go	12	4	2
func calculateMonthlyPrice() in cost-optimization/gke-shift-left-cost/api/resource_price.go	18	4	1
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_namespaces() in cost-optimization/gke-vpa-recommendations/metrics-exporter/main.py	24	4	2