openai / openai-python - 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 1,343 units with 10,047 lines of code in units (30.7% of code).

1 very complex units (115 lines of code)
4 complex units (389 lines of code)
15 medium complex units (599 lines of code)
30 simple units (511 lines of code)
1,293 very simple units (8,433 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 _emit_sse_event() in src/openai/lib/streaming/_assistants.py	115	55	2
def _parse() in src/openai/_response.py	107	37	3
def _parse() in src/openai/_legacy_response.py	107	36	3
def construct_type() in src/openai/_models.py	70	36	3
def _accumulate_chunk() in src/openai/lib/streaming/chat/_completions.py	105	34	2
def _build_discriminated_union_meta() in src/openai/_models.py	43	21	4
def _main() in src/openai/cli/_cli.py	53	19	0
def __stream__() in src/openai/_streaming.py	40	18	1
def _load_client() in src/openai/__init__.py	53	15	0
def _build_headers() in src/openai/_base_client.py	18	15	4
def write_out_file() in src/openai/lib/_validators.py	61	15	4
def get_platform() in src/openai/_base_client.py	24	14	0
def decode() in src/openai/_streaming.py	36	14	2
def required_args() in src/openai/_utils/_utils.py	45	13	1
def _pycon_match() in scripts/utils/ruffen-docs.py	33	12	1
def accumulate_event() in src/openai/lib/streaming/responses/_responses.py	40	12	2
def accumulate_delta() in src/openai/lib/streaming/_assistants.py	41	12	4
def accumulate_delta() in src/openai/lib/streaming/_deltas.py	41	12	4
def _format_data() in src/openai/_utils/_transform.py	18	11	3
def common_prompt_suffix_validator() in src/openai/lib/_validators.py	53	11	1
def common_completion_suffix_validator() in src/openai/lib/_validators.py	53	10	1
def __init__() in src/openai/_client.py	14	9	18
def __init__() in src/openai/_client.py	14	9	18
def create() in src/openai/cli/_api/chat/completions.py	23	9	1
def parser() in src/openai/resources/embeddings.py	14	8	1
def parser() in src/openai/resources/embeddings.py	14	8	1
def install() in src/openai/cli/_tools/migrate.py	43	8	0
def _parse_retry_after_header() in src/openai/_base_client.py	18	8	2
def _should_retry() in src/openai/_base_client.py	22	8	2
def additional_column_validator() in src/openai/lib/_validators.py	22	8	3
def lower_case_validator() in src/openai/lib/_validators.py	14	8	2
def __text_deltas__() in src/openai/lib/streaming/_assistants.py	7	8	1
def _make_tools() in src/openai/resources/responses/responses.py	29	7	1
def transcribe() in src/openai/cli/_api/audio.py	18	7	1
def _stream_create() in src/openai/cli/_api/chat/completions.py	15	7	1
def get_required_header() in src/openai/_utils/_utils.py	12	7	2
def json_safe() in src/openai/_utils/_utils.py	8	7	1
def _info_to_options() in src/openai/_base_client.py	23	7	2
def get_architecture() in src/openai/_base_client.py	16	7	0
def get_outfnames() in src/openai/lib/_validators.py	9	7	2
def output_parsed() in src/openai/types/responses/parsed_response.py	7	6	1
def parse() in src/openai/_response.py	14	6	3
def translate() in src/openai/cli/_api/audio.py	17	6	1
def _create() in src/openai/cli/_api/chat/completions.py	11	6	1
def _maybe_transform_key() in src/openai/_utils/_transform.py	9	6	2
def filter() in src/openai/_utils/_logs.py	7	6	2
def _maybe_override_cast_to() in src/openai/_base_client.py	9	6	3
def necessary_column_validator() in src/openai/lib/_validators.py	25	6	2
def _prepare_options() in src/openai/lib/azure.py	14	6	2
def to_httpx_files() in src/openai/_files.py	10	6	1