google-gemini / gemini-fullstack-langgraph-quickstart 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).

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Conditional Complexity Overall

There are 38 units with 536 lines of code in units (27.5% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
1 medium complex units (44 lines of code)
2 simple units (36 lines of code)
35 very simple units (456 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 38 most complex units

Unit	# lines	McCabe index	# params
def get_citations() in backend/src/agent/utils.py	44	14	2
def get_research_topic() in backend/src/agent/utils.py	11	7	1
def web_research() in backend/src/agent/graph.py	25	6	2
def finalize_answer() in backend/src/agent/graph.py	27	5	2
def create_frontend_router() in backend/src/agent/app.py	15	4	1
def resolve_urls() in backend/src/agent/utils.py	8	4	2
def insert_citation_markers() in backend/src/agent/utils.py	14	4	2
function ScrollBar() in frontend/src/components/ui/scroll-area.tsx	26	3	3
function SelectContent() in frontend/src/components/ui/select.tsx	34	3	4
def generate_query() in backend/src/agent/graph.py	19	3	2
def continue_to_web_research() in backend/src/agent/graph.py	5	2	1
def reflection() in backend/src/agent/graph.py	24	2	2
function Button() in frontend/src/components/ui/button.tsx	7	1	0
function ScrollArea() in frontend/src/components/ui/scroll-area.tsx	23	1	3
function Card() in frontend/src/components/ui/card.tsx	12	1	2
function CardHeader() in frontend/src/components/ui/card.tsx	12	1	2
function CardTitle() in frontend/src/components/ui/card.tsx	9	1	2
function CardDescription() in frontend/src/components/ui/card.tsx	9	1	2
function CardAction() in frontend/src/components/ui/card.tsx	12	1	2
function CardContent() in frontend/src/components/ui/card.tsx	9	1	2
function Badge() in frontend/src/components/ui/badge.tsx	6	1	0
function Select() in frontend/src/components/ui/select.tsx	5	1	1
function SelectGroup() in frontend/src/components/ui/select.tsx	5	1	1
function SelectValue() in frontend/src/components/ui/select.tsx	5	1	1
function SelectTrigger() in frontend/src/components/ui/select.tsx	25	1	4
function SelectLabel() in frontend/src/components/ui/select.tsx	12	1	2
function SelectItem() in frontend/src/components/ui/select.tsx	23	1	3
function SelectSeparator() in frontend/src/components/ui/select.tsx	12	1	2
function SelectScrollUpButton() in frontend/src/components/ui/select.tsx	17	1	2
function Tabs() in frontend/src/components/ui/tabs.tsx	12	1	2
function TabsList() in frontend/src/components/ui/tabs.tsx	15	1	2
function TabsTrigger() in frontend/src/components/ui/tabs.tsx	15	1	2
function TabsContent() in frontend/src/components/ui/tabs.tsx	12	1	2
export function cn() in frontend/src/lib/utils.ts	3	1	1
export default defineConfig() in frontend/vite.config.ts	17	1	1
def evaluate_research() in backend/src/agent/graph.py	3	1	0
def from_runnable_config() in backend/src/agent/configuration.py	2	1	0
def get_current_date() in backend/src/agent/prompts.py	2	1	0