aws / modern-data-architecture-accelerator

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 1,171 units with 29,602 lines of code in units (62.1% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
23 medium complex units (1,762 lines of code)
110 simple units (4,940 lines of code)
1,038 very simple units (22,900 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_workspace_aurora() in packages/constructs/L3/ai/gaia-l3-construct/lib/chatbot-api/functions/api-handler/routes/workspaces.py	56	19	2
def run_with_chain_v2() in packages/constructs/L3/ai/gaia-l3-construct/lib/model-interfaces/langchain/functions/request-handler/adapters/base/base.py	93	17	3
constructor() in packages/constructs/L3/governance/glue-catalog-l3-construct/lib/glue-catalog-l3-construct.ts	82	15	3
constructor() in packages/constructs/L2/datazone-constructs/lib/index.ts	63	14	3
public constructor() in packages/constructs/L2/eks-constructs/lib/mdaa-kubectl-provider.ts	82	13	3
def main() in packages/constructs/L3/ai/gaia-l3-construct/lib/shared/file-import-batch-job/main.py	81	13	0
def handler() in packages/constructs/L3/utility/m2m-api-l3-construct/src/lambda/s3_url/s3_url.py	145	13	2
private createDomain() in packages/constructs/L3/governance/datazone-l3-construct/lib/datazone-l3-construct.ts	172	13	2
private createCdkCommand() in packages/cli/lib/mdaa-cli.ts	61	13	2
constructor() in packages/utilities/s3-bucketpolicy-helper/lib/index.ts	43	13	1
def handle_create() in packages/constructs/L2/ec2-constructs/src/lambda/volume_check/volume_check.py	49	12	2
constructor() in packages/constructs/L2/construct/lib/construct.ts	28	12	3
constructor() in packages/constructs/L3/analytics/opensearch-l3-construct/lib/opensearch-l3-construct.ts	89	12	3
private createCluster() in packages/constructs/L3/analytics/datawarehouse-l3-construct/lib/datawarehouse-l3-construct.ts	105	12	3
private createEndpoints() in packages/constructs/L3/dataops/dataops-dms-l3-construct/lib/dms-l3-construct.ts	50	12	1
private createDatabaseLakeFormationConstruct() in packages/constructs/L3/dataops/dataops-project-l3-construct/lib/dataops-project-l3-construct.ts	139	12	7
private validateConfig() in packages/cli/lib/mdaa-cli-config-parser.ts	37	12	0
public deployDomain() in packages/cli/lib/mdaa-cli.ts	31	12	2
private addOverrides() in packages/constructs/L2/rds-constructs/lib/serverless-cluster.ts	44	11	2
private static setProps() in packages/constructs/L2/custom-constructs/lib/custom.ts	199	11	2
def list_bedrock_models() in packages/constructs/L3/ai/gaia-l3-construct/lib/shared/layers/python-sdk/python/genai_core/models.py	35	11	0
private createTerraformCommands() in packages/cli/lib/mdaa-cli.ts	44	11	1
protected parseRef() in packages/utilities/mdaa-config/lib/config.ts	34	11	2
def nifi_toolkit() in packages/constructs/L3/dataops/dataops-nifi-l3-construct/docker/nifi-manager/scripts/toolkit/utils.py	37	10	2
constructor() in packages/constructs/L3/ai/sm-studio-domain-l3-construct/lib/sm-studio-domain-l3-construct.ts	58	10	3
constructor() in packages/constructs/L3/ai/gaia-l3-construct/lib/gaia-l3-construct.ts	163	10	3
private createResourceLinks() in packages/constructs/L3/governance/lakeformation-access-control-l3-construct/lib/lakeformation-access-control-l3-construct.ts	68	10	2
public deploy() in packages/cli/lib/mdaa-cli.ts	23	10	0
public resolveRoleRef() in packages/utilities/iam-role-helper/lib/rolehelper.ts	14	10	1
constructor() in packages/constructs/L2/opensearch-constructs/lib/domain.ts	146	9	3
constructor() in packages/constructs/L2/redshift-constructs/lib/cluster.ts	97	9	3
constructor() in packages/constructs/L3/dataops/dataops-job-l3-construct/lib/dataops-job-l3-construct.ts	159	9	3
constructor() in packages/constructs/L3/dataops/dataops-nifi-l3-construct/lib/dataops-nifi-l3-construct.ts	130	9	3
private computeClusterSecurityGroups() in packages/constructs/L3/dataops/dataops-nifi-l3-construct/lib/dataops-nifi-l3-construct.ts	20	9	1
private createDomain() in packages/constructs/L3/ai/sm-studio-domain-l3-construct/lib/sm-studio-domain-l3-construct.ts	74	9	7
def get_llm() in packages/constructs/L3/ai/gaia-l3-construct/lib/model-interfaces/langchain/functions/request-handler/adapters/bedrock/base.py	32	9	3
def list_agents() in packages/constructs/L3/ai/gaia-l3-construct/lib/shared/layers/python-sdk/python/genai_core/agents.py	29	9	0
def list_bedrock_finetuned_models() in packages/constructs/L3/ai/gaia-l3-construct/lib/shared/layers/python-sdk/python/genai_core/models.py	27	9	0
private createPackages() in packages/constructs/L3/utility/ec2-l3-construct/lib/ec2-l3-construct.ts	41	9	1
private createAPI() in packages/constructs/L3/utility/m2m-api-l3-construct/lib/m2m-api-l3-construct.ts	272	9	3
constructor() in packages/apps/core/app/lib/app.ts	88	9	2
constructor() in packages/apps/datalake/datalake-app/lib/datalake-config.ts	51	9	2
private testModuleEffectiveConfigForPipelines() in packages/cli/lib/mdaa-cli.ts	28	9	1
private computeEnvDeployStages() in packages/cli/lib/mdaa-cli.ts	48	9	1
private computeModuleEffectiveConfig() in packages/cli/lib/mdaa-cli.ts	29	9	3
def resolve_role_ref() in packages/utilities/iam-role-helper/src/python/resolve_role/resolve_role.py	35	9	1
def wait_for_output() in packages/constructs/L2/eks-constructs/lib/kubectl-handler/cmd/__init__.py	23	8	3
public static resolvePeerToPort() in packages/constructs/L2/ec2-constructs/lib/securitygroup.ts	31	8	1
def register_user_in_groups() in packages/constructs/L3/analytics/quicksight-namespace-l3-construct/src/python/quicksight_namespace_user/quicksight_namespace_user.py	15	8	1
private createClusterUsers() in packages/constructs/L3/analytics/datawarehouse-l3-construct/lib/datawarehouse-l3-construct.ts	121	8	2