anthropics / anthropic-quickstarts - 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 92 units with 1,448 lines of code in units (18.5% of code).

0 very complex units (0 lines of code)
1 complex units (270 lines of code)
4 medium complex units (132 lines of code)
8 simple units (302 lines of code)
79 very simple units (744 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
export async function POST() in financial-data-analyst/app/api/finance/route.ts	270	30	1
def setup_state() in computer-use-demo/computer_use_demo/streamlit.py	31	17	0
def calculator() in agents/tools/calculator_mcp.py	25	12	3
def validate_path() in computer-use-demo/computer_use_demo/tools/edit.py	19	11	3
export async function retrieveContext() in customer-support-agent/app/lib/utils.ts	57	11	3
def scale_coordinates() in computer-use-demo/computer_use_demo/tools/computer.py	19	9	4
def maybe_add_interruption_blocks() in computer-use-demo/computer_use_demo/streamlit.py	20	9	0
function PieChartComponent() in financial-data-analyst/components/ChartRenderer.tsx	89	8	1
def validate_auth() in computer-use-demo/computer_use_demo/streamlit.py	19	8	2
def truncate() in agents/utils/history_util.py	37	8	1
def str_replace() in computer-use-demo/computer_use_demo/tools/edit.py	32	7	4
function AreaChartComponent() in financial-data-analyst/components/ChartRenderer.tsx	80	6	3
def validate_and_get_coordinates() in computer-use-demo/computer_use_demo/tools/computer.py	6	6	3
function BarChartComponent() in financial-data-analyst/components/ChartRenderer.tsx	56	5	1
function MultiBarChartComponent() in financial-data-analyst/components/ChartRenderer.tsx	58	5	1
function LineChartComponent() in financial-data-analyst/components/ChartRenderer.tsx	67	5	1
def __add__() in computer-use-demo/computer_use_demo/tools/base.py	15	5	2
def __init__() in computer-use-demo/computer_use_demo/tools/computer.py	12	5	1
def format_for_api() in agents/utils/history_util.py	10	5	1
def create_mcp_connection() in agents/utils/connections.py	18	5	2
headers: error instanceof Error ?() in financial-data-analyst/app/api/finance/route.ts	4	4	1
def load_from_storage() in computer-use-demo/computer_use_demo/streamlit.py	10	4	1
def read_sync() in agents/tools/file_tools.py	10	4	0
def list_sync() in agents/tools/file_tools.py	14	4	0
def edit_sync() in agents/tools/file_tools.py	27	4	0
response: error instanceof Error ?() in financial-data-analyst/app/api/finance/route.ts	3	3	1
def maybe_truncate() in computer-use-demo/computer_use_demo/tools/run.py	6	3	2
def insert() in computer-use-demo/computer_use_demo/tools/edit.py	32	3	4
def stop() in computer-use-demo/computer_use_demo/tools/bash.py	6	3	1
def _reset_model_conf() in computer-use-demo/computer_use_demo/streamlit.py	14	3	0
def _render_error() in computer-use-demo/computer_use_demo/streamlit.py	13	3	1
export default function Home() in customer-support-agent/app/page.tsx	12	3	0
function useChart() in financial-data-analyst/components/ui/chart.tsx	7	2	0
function toast() in financial-data-analyst/hooks/use-toast.ts	25	2	1
function useToast() in financial-data-analyst/hooks/use-toast.ts	17	2	0
def __bool__() in computer-use-demo/computer_use_demo/tools/base.py	2	2	1
def __init__() in computer-use-demo/computer_use_demo/tools/collection.py	3	2	2
def undo_edit() in computer-use-demo/computer_use_demo/tools/edit.py	8	2	2
def read_file() in computer-use-demo/computer_use_demo/tools/edit.py	5	2	2
def write_file() in computer-use-demo/computer_use_demo/tools/edit.py	5	2	3
def chunks() in computer-use-demo/computer_use_demo/tools/computer.py	2	2	2
def _reset_api_provider() in computer-use-demo/computer_use_demo/streamlit.py	5	2	0
def save_to_storage() in computer-use-demo/computer_use_demo/streamlit.py	8	2	2
def _maybe_prepend_system_tool_result() in computer-use-demo/computer_use_demo/loop.py	4	2	2
function sanitizeAndParseJSON() in customer-support-agent/app/api/chat/route.ts	12	2	1
def __init__() in agents/utils/connections.py	4	2	4
def _prepare_api_params() in agents/agent.py	9	2	1
For Comparisons() in financial-data-analyst/app/api/finance/route.ts	16	1	1
For Distributions() in financial-data-analyst/app/api/finance/route.ts	17	1	1
export default function RootLayout() in financial-data-analyst/app/layout.tsx	23	1	2