huggingface / smolagents 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 381 units with 3,851 lines of code in units (48.4% of code).

0 very complex units (0 lines of code)
2 complex units (143 lines of code)
19 medium complex units (640 lines of code)
38 simple units (739 lines of code)
322 very simple units (2,329 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 instance_to_source() in src/smolagents/utils.py	62	32	2
def validate_tool_attributes() in src/smolagents/tool_validation.py	81	27	2
def _create_duckduckgo_parser() in src/smolagents/default_tools.py	39	19	1
def _parse_type_hint() in src/smolagents/_function_type_hints_utils.py	47	19	1
def validate_arguments() in src/smolagents/tools.py	56	19	1
def new_func() in src/smolagents/local_python_executor.py	33	17	2
def evaluate_import() in src/smolagents/local_python_executor.py	34	16	3
def make_json_serializable() in src/smolagents/utils.py	20	16	1
def _process_action_step() in src/smolagents/gradio_ui.py	54	16	2
def forward() in src/smolagents/default_tools.py	48	13	3
def to_dict() in src/smolagents/agents.py	32	13	1
def run_code_raise_errors() in src/smolagents/remote_executors.py	43	12	2
def check_safer_result() in src/smolagents/local_python_executor.py	16	12	4
def get_safe_module() in src/smolagents/local_python_executor.py	22	12	3
def save() in src/smolagents/agents.py	50	12	3
def visit_Name() in src/smolagents/tool_validation.py	15	12	2
def _convert_type_hints_to_json_schema() in src/smolagents/_function_type_hints_utils.py	26	11	2
def run_code_raise_errors() in src/smolagents/remote_executors.py	29	11	2
def run_code_raise_errors() in src/smolagents/remote_executors.py	35	11	2
def __init__() in src/smolagents/agent_types.py	26	11	2
def visit_Call() in src/smolagents/tool_validation.py	15	11	2
def execute_tool_call() in src/smolagents/agents.py	29	10	4
def to_messages() in src/smolagents/memory.py	55	10	2
def replay() in src/smolagents/memory.py	17	10	3
def setup() in src/smolagents/tools.py	24	10	1
def validate_tool_arguments() in src/smolagents/tools.py	17	10	2
def get_json_schema() in src/smolagents/_function_type_hints_utils.py	27	9	1
def dict() in src/smolagents/memory.py	18	9	1
def __call__() in src/smolagents/tools.py	14	9	4
def _parse_union_type() in src/smolagents/_function_type_hints_utils.py	11	8	2
def fix_final_answer_code() in src/smolagents/local_python_executor.py	9	8	1
def get_current_value() in src/smolagents/local_python_executor.py	16	8	1
def visualize_agent_tree() in src/smolagents/monitoring.py	35	8	2
def to_dict() in src/smolagents/tools.py	40	8	1
def sanitize_argument_for_prediction() in src/smolagents/tools.py	14	8	2
def __call__() in src/smolagents/tools.py	17	8	4
def _get_json_schema_type() in src/smolagents/_function_type_hints_utils.py	15	7	1
def send_tools() in src/smolagents/remote_executors.py	15	7	3
def inner_evaluate() in src/smolagents/local_python_executor.py	33	7	4
def __init__() in src/smolagents/agent_types.py	23	7	3
def _setup_managed_agents() in src/smolagents/agents.py	16	7	2
def _setup_tools() in src/smolagents/agents.py	12	7	3
def is_same_method() in src/smolagents/utils.py	9	7	2
def interact_with_agent() in src/smolagents/gradio_ui.py	26	7	4
def save_screenshot() in src/smolagents/vision_web_browser.py	17	7	2
def forward() in src/smolagents/default_tools.py	22	6	2
def get_imports() in src/smolagents/_function_type_hints_utils.py	12	6	1
def _start_deno_server() in src/smolagents/remote_executors.py	19	6	1
def cleanup() in src/smolagents/remote_executors.py	11	6	1
def handle_agent_output_types() in src/smolagents/agent_types.py	15	6	2