azure / multiagent-frameworks - 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 46 units with 679 lines of code in units (24.2% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
0 medium complex units (0 lines of code)
2 simple units (62 lines of code)
44 very simple units (617 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 46 most complex units

Unit	# lines	McCabe index	# params
def extract_pdf_data() in Autogen_v0.4/rag_agent/search_helper.py	23	6	2
def call_openai_base() in Autogen_v0.4/rag_agent/openai_helper.py	39	6	3
def call_openai_base1() in Autogen_v0.4/rag_agent/openai_helper.py	33	5	3
def enrich_pdf_data() in Autogen_v0.4/rag_agent/search_helper.py	29	4	2
def enrich_with_embeddings() in Autogen_v0.4/rag_agent/search_helper.py	34	4	1
def get_index_fields() in Autogen_v0.4/rag_agent/search_helper.py	12	4	1
def post_message() in AI_Agent_Service/CustomAIAgent.py	19	4	2
def sanitize_json_string() in Autogen_v0.4/multi_agent/multi_agent_implementation.py	3	3	2
def identify_agent() in AI_Agent_Service/AgentHandler.py	10	3	2
def get_account_info() in Semantic_Kernel/multi_agent/multi_agent_tools.py	8	2	2
def get_transaction_details() in Semantic_Kernel/multi_agent/multi_agent_tools.py	8	2	2
def _initialize_agent_with_plugin() in Semantic_Kernel/multi_agent/sk_multi_agent_implementation.py	16	2	4
def get_or_create_session() in Semantic_Kernel/multi_agent/sk_multi_agent_implementation.py	5	2	2
def get_account_info() in Autogen_v0.4/multi_agent/multi_agent_tools.py	8	2	1
def get_transaction_details() in Autogen_v0.4/multi_agent/multi_agent_tools.py	8	2	1
def create_index() in Autogen_v0.4/rag_agent/search_helper.py	181	2	3
def upload_to_search() in Autogen_v0.4/rag_agent/search_helper.py	23	2	3
def __init__() in Autogen_v0.4/rag_agent/agnext_bot.py	4	2	2
def generate_embeddings() in Autogen_v0.4/rag_agent/openai_helper.py	13	2	2
def get_transaction_details() in AI_Agent_Service/get_transaction_info_tools.py	8	2	1
def get_account_info() in AI_Agent_Service/get_account_info_tools.py	8	2	1
def answer_user_question() in AI_Agent_Service/AgentHandler.py	6	2	2
def __init__() in Semantic_Kernel/multi_agent/sk_multi_agent_implementation.py	3	1	1
def _create_kernel_with_chat_completion() in Semantic_Kernel/multi_agent/sk_multi_agent_implementation.py	4	1	2
def _create_group_chat_with_agents() in Semantic_Kernel/multi_agent/sk_multi_agent_implementation.py	19	1	1
def __init__() in Semantic_Kernel/multi_agent/sk_multi_agent_implementation.py	2	1	1
def __init__() in Autogen_v0.4/multi_agent/multi_agent_implementation.py	4	1	2
def __init__() in Autogen_v0.4/multi_agent/multi_agent_implementation.py	4	1	4
def __init__() in Autogen_v0.4/multi_agent/multi_agent_implementation.py	4	1	4
def __init__() in Autogen_v0.4/multi_agent/multi_agent_implementation.py	4	1	2
def get_trace_provider() in Autogen_v0.4/common/tracing_helper.py	9	1	0
def get_ai_foundry_client() in Autogen_v0.4/common/azure_openai_imports.py	12	1	0
def get_model_client() in Autogen_v0.4/common/azure_openai_imports.py	15	1	0
def get_model_client_with_json() in Autogen_v0.4/common/azure_openai_imports.py	16	1	0
def get_document_layout() in Autogen_v0.4/rag_agent/search_helper.py	6	1	2
def get_model_client() in Autogen_v0.4/rag_agent/agnext_bot.py	15	1	0
def __init__() in Autogen_v0.4/rag_agent/agnext_bot.py	4	1	2
def __init__() in Autogen_v0.4/rag_agent/agnext_bot.py	4	1	2
def __init__() in Autogen_v0.4/rag_agent/agnext_bot.py	3	1	4
def __init__() in Autogen_v0.4/rag_agent/agnext_bot.py	5	1	2
def get_chatgpt_base_response() in Autogen_v0.4/rag_agent/openai_helper.py	17	1	4
def get_chatgpt_response() in Autogen_v0.4/rag_agent/openai_helper.py	7	1	4
def __init__() in Autogen_v0.4/single_agent/single_agent_implementation.py	4	1	2
def __init__() in AI_Agent_Service/CustomAIAgent.py	11	1	5
def __init__() in AI_Agent_Service/AgentHandler.py	6	1	1
def add_agent() in AI_Agent_Service/AgentHandler.py	3	1	2