openai / build-hours - 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 232 units with 4,346 lines of code in units (17.4% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
11 medium complex units (774 lines of code)
31 simple units (1,165 lines of code)
190 very simple units (2,407 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 check_data_format_errors() in 5-4o_fine_tuning/data_validator.py	52	24	1
def process_file() in 5-4o_fine_tuning/eval.py	70	19	5
def main() in 11-recommendation/pages/page_1_semantic_search.py	68	19	0
def main() in 5-4o_fine_tuning/data_explorer.py	57	17	0
def check_train_data_stats() in 5-4o_fine_tuning/data_validator.py	37	17	1
def fetch_few_shot_train_examples() in 5-4o_fine_tuning/eval.py	33	14	3
process() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/worklets/audio_processor.js	46	14	3
function App() in 7-reasoning/shipmentPlanning/frontend/src/App.js	233	13	0
def run_full_turn() in 2-assistants/7_orchestration.py	33	13	2
static async decode() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_recorder.js	68	12	3
async begin() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_recorder.js	77	12	1
def call_gpt4o() in 7-reasoning/shipmentPlanning/backend/app.py	47	10	1
def run_full_turn() in 2-assistants/5_escalation.py	26	10	3
def run_full_turn() in 2-assistants/6_agents.py	26	10	2
def run_full_turn() in 2-assistants/4_tools.py	26	10	3
export function Toggle() in 9-realtime/openai-realtime-console-example/src/components/toggle/Toggle.tsx	58	10	4
static getFrequencies() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/analysis/audio_analysis.js	54	10	6
def ingest_json_files() in 4-mmrag_tooluse/ingest.py	82	10	2
def insert_data_into_qdrant() in 11-recommendation/upload-to-qdrant.py	47	10	2
def check_data_overlap() in 5-4o_fine_tuning/data_validator.py	17	9	1
def main_loop() in 4-mmrag_tooluse/mmrag_bh.py	34	9	0
def process_file() in 5-4o_fine_tuning/reasoning.py	30	8	5
constructor() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/worklets/stream_processor.js	41	8	0
process() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/worklets/stream_processor.js	26	8	3
def main() in 11-recommendation/pages/page_2_explainable_recommendations.py	32	8	0
def function_to_schema() in 2-assistants/demo_util.py	42	7	1
export function Button() in 9-realtime/openai-realtime-console-example/src/components/button/Button.tsx	35	7	7
readChannelData() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/worklets/audio_processor.js	29	7	3
listenForDeviceChange() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_recorder.js	34	7	1
async connectionHandler() in 9-realtime/openai-realtime-console-example/relay-server/lib/relay.js	52	7	2
export function StepComponent() in 6-structured_outputs/structured-outputs-math-tutor-starting-point/components/step.tsx	47	7	7
export function StepComponent() in 6-structured_outputs/structured-outputs-math-tutor-final/components/step.tsx	47	7	7
def prepare_data_for_indexing() in 4-mmrag_tooluse/mmrag_bh.py	19	7	2
def read_csv_data() in 11-recommendation/upload-to-qdrant.py	24	7	1
constructor() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/analysis/audio_analysis.js	63	6	2
receive() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/worklets/audio_processor.js	25	6	1
add16BitPCM() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_stream_player.js	20	6	2
async getTrackSampleOffset() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_stream_player.js	20	6	1
async _event() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_recorder.js	22	6	3
export function PromptForm() in 6-structured_outputs/structured-outputs-math-tutor-starting-point/components/prompt-form.tsx	52	6	5
export function PromptForm() in 6-structured_outputs/structured-outputs-math-tutor-final/components/prompt-form.tsx	52	6	5
def query_qdrant() in 11-recommendation/helper_functions.py	36	6	3
function ScenarioInput() in 7-reasoning/shipmentPlanning/frontend/src/ScenarioInput.js	44	5	2
def run_full_turn() in 2-assistants/3_tools.py	21	5	3
formatAudioData() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/worklets/audio_processor.js	23	5	1
async listDevices() in 9-realtime/openai-realtime-console-example/src/lib/wavtools/lib/wav_recorder.js	29	5	0
export async function POST() in 6-structured_outputs/structured-outputs-assistant-starting-point/app/api/assistant/search_products/route.ts	20	5	1
export async function POST() in 6-structured_outputs/structured-outputs-assistant-final/app/api/assistant/search_products/route.ts	20	5	1
def process_folder() in 4-mmrag_tooluse/mmrag_bh.py	23	5	2
def expand_query_with_llm() in 11-recommendation/helper_functions.py	20	5	3