GoogleCloudPlatform / generative-ai - 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 878 units with 11,612 lines of code in units (4.9% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
23 medium complex units (968 lines of code)
49 simple units (2,025 lines of code)
806 very simple units (8,619 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 analyze_charging_capabilities() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_02_EV_Infra_StationAnalysis.py	61	20	1
def analyze_accessibility() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_02_EV_Infra_StationAnalysis.py	36	18	1
def process_buildings() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	34	17	1
def main() in gemini/sample-apps/llamaindex-rag/backend/indexing/run_parse_embed_index.py	61	15	0
def process_roads() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	30	15	1
def extract_tool_call_json() in gemini/mcp/mcp_orchestration_app/src/gemini_client.py	41	15	1
def vertex_ai_search() in search/cloud-function/python/main.py	31	14	1
def process_retail() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	22	14	1
def process_leisure() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	27	14	1
export default function PostcardForm() in genkit/postcard-generator/app/components/PostcardForm.tsx	73	13	0
def format() in noxfile.py	123	13	1
def process_education() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	24	13	1
export default function Home() in gemini/autocal/frontend/app/page.tsx	66	12	0
def check_add_page() in gemini/sample-apps/accelerating_product_innovation/app/pages_utils/pdf_generation.py	26	12	2
def process_transport() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	24	12	1
def process_parking() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	22	12	1
def analyze() in gemini/agents/research-multi-agents/ev_agent/agent_handler/agent_03_QueryAnalysisAgent.py	36	12	2
def imagesearch_vais() in search/web-app/main.py	55	11	0
def render_features() in gemini/sample-apps/accelerating_product_innovation/app/pages_utils/product_features.py	40	11	1
def create_and_store_embeddings() in gemini/sample-apps/accelerating_product_innovation/app/pages_utils/resources_store_embeddings.py	41	11	1
def process_entertainment() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	25	11	1
def process_amenities() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	22	11	1
def process_area_metrics() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	48	11	2
def replace_type_key() in gemini/prompts/prompt_optimizer/vapo_lib.py	18	10	2
def _parse_from_results() in gemini/sample-apps/llamaindex-rag/backend/indexing/docai_parser.py	54	10	2
private getFilters() in gemini/sample-apps/genwealth/api/prospects.ts	25	10	3
gs function query() in gemini/use-cases/sheets-integration/Code.gs	61	10	0
gs function setParameter() in gemini/use-cases/sheets-integration/Code.gs	35	10	4
def process_healthcare() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	20	10	1
def process_food_drink() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	22	10	1
def map_search_pager_to_dict() in search/cloud-function/python/vertex_ai_search_client.py	31	9	2
def system() in noxfile.py	31	9	1
def display_run() in gemini/prompts/prompt_optimizer/vapo_lib.py	35	9	2
def image_processor() in gemini/autocal/image-processor-function/main.py	67	9	1
def process_pdf() in gemini/sample-apps/genwealth/function-scripts/process-pdf/main.py	123	9	1
def analyze_facility_types() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_02_EV_Infra_StationAnalysis.py	13	9	1
def process_emergency() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	18	9	1
def process_automotive() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_01_NeighborhoodSummary.py	21	9	1
export function initWebSocketApp() in gemini/mcp/adk_multiagent_mcp_app/static/websocketApp.js	32	9	0
function IMAGEN() in vision/use-cases/hey_llm/src/main.ts	49	9	4
export default function PostcardImage() in genkit/postcard-generator/app/components/Postcard.tsx	79	8	6
export async function renderMap() in genkit/postcard-generator/libs/maps/maps.ts	39	8	3
def _parse_document_result() in search/cloud-function/python/vertex_ai_search_client.py	30	8	3
def install_systemtest_dependencies() in noxfile.py	19	8	2
def parse_and_validate_csv() in gemini/prompts/prompt_optimizer/vapo_lib.py	18	8	1
export async function processSignin() in gemini/autocal/frontend/libs/auth/auth.ts	41	8	1
def marketing_page() in gemini/sample-apps/gemini-mesop-cloudrun/main.py	124	8	0
def get_charging_stations() in gemini/agents/research-multi-agents/ev_agent/api_handler/api_02_EV_Infra_StationAnalysis.py	37	8	1
export function initTabs() in gemini/mcp/adk_multiagent_mcp_app/static/tabs.js	40	8	0
function HEY_LLM() in vision/use-cases/hey_llm/src/main.ts	65	8	4