openai / openai-agents-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 421 units with 2,083 lines of code in units (25.8% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
6 medium complex units (201 lines of code)
9 simple units (187 lines of code)
406 very simple units (1,695 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_errors() in src/agents/result.py	19	19	1
def _check_errors() in src/agents/voice/models/openai_stt.py	17	17	1
def _create_function_tool() in src/agents/tool.py	76	16	1
def export() in src/agents/tracing/processors.py	42	16	2
def _detect_docstring_style() in src/agents/function_schema.py	26	15	1
def to_call_args() in src/agents/function_schema.py	21	13	2
def _convert_tool() in src/agents/models/openai_responses.py	41	9	2
def __init__() in src/agents/agent_output.py	30	9	3
def _cleanup_tasks() in src/agents/voice/models/openai_stt.py	9	9	1
def _cleanup_tasks() in src/agents/result.py	7	7	1
def message_to_output_items() in src/agents/models/chatcmpl_converter.py	33	7	2
def _cleanup_tasks() in src/agents/voice/result.py	9	7	1
def _export_batches() in src/agents/tracing/processors.py	13	7	2
def get_all_nodes() in src/agents/extensions/visualization.py	33	7	2
def _remove_tools_from_items() in src/agents/extensions/handoff_filters.py	12	6	2
def maybe_easy_input_message() in src/agents/models/chatcmpl_converter.py	12	5	2
def maybe_response_output_message() in src/agents/models/chatcmpl_converter.py	8	5	2
def add() in src/agents/usage.py	5	5	2
def _end_turn() in src/agents/voice/models/openai_stt.py	12	5	2
def resolve() in src/agents/model_settings.py	9	4	2
def _get_output_schema() in src/agents/run.py	6	4	2
def _get_handoffs() in src/agents/run.py	8	4	2
def _get_model() in src/agents/run.py	8	4	3
def _get_client() in src/agents/models/openai_provider.py	10	4	1
def maybe_input_message() in src/agents/models/chatcmpl_converter.py	13	4	2
def flush_assistant_message() in src/agents/models/chatcmpl_converter.py	7	4	0
def _get_fallback_provider() in src/agents/models/multi_provider.py	8	4	2
def get_model() in src/agents/models/multi_provider.py	6	4	2
def validate_json() in src/agents/agent_output.py	25	4	2
def _type_to_str() in src/agents/agent_output.py	10	4	1
def add_tool_use() in src/agents/_run_impl.py	6	4	3
def has_used_tools() in src/agents/_run_impl.py	3	4	2
def _final_output_str() in src/agents/util/_pretty_print.py	9	4	1
def _check_errors() in src/agents/voice/result.py	6	4	1
def _get_client() in src/agents/voice/models/openai_model_provider.py	10	4	1
def extract_last_content() in src/agents/items.py	10	4	2
def finish() in src/agents/tracing/spans.py	9	4	2
def finish() in src/agents/tracing/traces.py	7	4	2
def resolve_ref() in src/agents/strict_schema.py	12	3	4
def has_more_than_n_keys() in src/agents/strict_schema.py	7	3	3
def final_output_as() in src/agents/result.py	4	3	3
def cancel() in src/agents/result.py	7	3	1
def to_json_dict() in src/agents/model_settings.py	9	3	1
def get_store_param() in src/agents/models/chatcmpl_helpers.py	3	3	3
def get_model() in src/agents/models/openai_provider.py	9	3	2
def maybe_file_search_call() in src/agents/models/chatcmpl_converter.py	4	3	2
def maybe_function_tool_call() in src/agents/models/chatcmpl_converter.py	4	3	2
def maybe_item_reference() in src/agents/models/chatcmpl_converter.py	4	3	2
def tool_to_openai() in src/agents/models/chatcmpl_converter.py	14	3	2
def _get_prefix_and_model_name() in src/agents/models/multi_provider.py	8	3	2