azure / gpt-rag-agentic - 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 76 units with 1,010 lines of code in units (30.8% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
4 medium complex units (197 lines of code)
8 simple units (160 lines of code)
64 very simple units (653 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 extract_data_points() in orchestration/orchestrator.py	29	14	1
def get_data_points_from_chat_log() in tools/ragindex/vector_index_retrieval.py	37	13	1
def main() in evaluations/generate_evaluation_input.py	57	13	0
def main() in evaluations/genai_evaluation.py	74	12	0
def main() in chat.py	31	9	0
def parse_message() in orchestration/orchestrator.py	16	9	1
def custom_selector_func() in orchestration/strategies/chat_with_fabric_strategy.py	18	9	1
def display_answer() in chat.py	27	8	1
def display_thoughts_and_data_points() in chat.py	21	7	1
def get_chat_log() in orchestration/orchestrator.py	19	7	1
def get_strategy() in orchestration/agent_strategy_factory.py	13	7	1
def prettify_jsonl_file() in evaluations/genai_evaluation.py	15	6	1
def get_user_token() in util/generate_user_token.py	22	5	3
def list_blobs() in connectors/blob.py	12	5	1
def generate_valid_secret_name() in connectors/keyvault.py	4	5	1
def get_completion() in connectors/aoai.py	32	5	4
def get_embeddings() in connectors/aoai.py	29	5	3
def send_question_to_rest_api() in chat.py	24	5	4
def _get_termination_condition() in orchestration/strategies/base_agent_strategy.py	12	5	1
def custom_selector_func() in orchestration/strategies/multimodal_agent_strategy.py	17	5	1
def custom_selector_func() in orchestration/strategies/classic_rag_agent_strategy.py	9	5	1
def send_question_to_rest_api() in evaluations/generate_evaluation_input.py	23	5	4
def send_question_to_rest_api() in evaluations/genai_evaluation.py	24	5	4
def replace_image_filenames_with_urls() in tools/ragindex/vector_index_retrieval.py	9	4	2
def validate_sql_query() in tools/database/querying.py	9	4	2
def main() in chat_stream.py	22	4	0
def start_local_server() in util/generate_user_token.py	14	4	2
def _truncate_input() in connectors/aoai.py	12	4	3
def get_user_input() in chat.py	12	4	0
def send_question_to_python() in chat.py	20	4	2
def send_question_to_python() in evaluations/genai_evaluation.py	19	4	2
def __init__() in connectors/fabric.py	4	3	2
def __init__() in connectors/blob.py	22	3	3
def _get_credential() in connectors/blob.py	14	3	2
def __init__() in connectors/blob.py	16	3	4
def _get_credential() in connectors/blob.py	14	3	2
def download_blob() in connectors/blob.py	11	3	3
def delete_blob() in connectors/blob.py	9	3	2
def get_rest_api_config() in chat.py	11	3	0
def _generate_security_ids() in orchestration/strategies/base_agent_strategy.py	6	3	2
def get_rest_api_config() in evaluations/genai_evaluation.py	10	3	0
def get_time() in tools/common/datetools.py	3	2	0
def extract_captions() in tools/ragindex/vector_index_retrieval.py	4	2	1
def get_rest_api_config() in chat_stream.py	8	2	0
def __init__() in connectors/fabric.py	4	2	2
def download_blob() in connectors/blob.py	12	2	1
def upload_blob() in connectors/blob.py	8	2	4
def __init__() in connectors/sqldbs.py	4	2	2
def _use_or_create_conversation_id() in orchestration/orchestrator.py	5	2	2
def _prompt_dir() in orchestration/strategies/base_agent_strategy.py	5	2	1