azure / agent-innovator-lab - 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 93 units with 782 lines of code in units (4.0% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
1 medium complex units (75 lines of code)
6 simple units (116 lines of code)
86 very simple units (591 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 get_llm_pool() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm/llm_mgr.py	75	12	1
def run_method_get_io_dict() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/utils.py	23	10	4
def extract_examples_frm_response() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine/core_logic.py	38	7	2
def chat_completion() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm/llm_mgr.py	10	6	1
def get_all_model_ids_of_type() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm/llm_mgr.py	10	6	2
def install_lib_if_missing() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/runtime_tasks.py	15	6	2
def download_model() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/download.py	20	6	1
def json_to_text() in 3_optimization-design-ptn/04_memory-management/src/faiss.py	13	5	1
def get_callback_handler() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm/llm_helper.py	6	5	2
def yaml_to_class() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/file.py	18	5	3
def __str__() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/base_classes.py	7	5	1
def __post_init__() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/base_classes.py	11	5	1
def evaluate() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine/core_logic.py	25	5	3
def _get_model() in 0_basic-agent/LangGraph/my_agent/utils/nodes.py	11	4	1
def __init__() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/__init__.py	7	4	2
def read_jsonl_row() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/file.py	12	4	1
def should_continue() in 0_basic-agent/LangGraph/my_agent/utils/nodes.py	7	3	1
def __init__() in 3_optimization-design-ptn/04_memory-management/src/faiss.py	12	3	4
def read_jsonl() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/file_utils.py	10	3	1
def read_jsonl_row() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/file_utils.py	8	3	1
def str_list_to_dir_path() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/file_utils.py	7	3	1
def reset_eval_glue() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/__init__.py	5	3	2
def read_jsonl() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/file.py	10	3	1
def str_list_to_dir_path() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/file.py	7	3	1
def str_to_class() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/runtime_tasks.py	12	3	3
def get_glue_logger() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/logging.py	6	3	1
def __post_init__() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/base_classes.py	6	3	1
def __post_init__() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/base_classes.py	7	3	1
def __post_init__() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/base_classes.py	5	3	1
def evaluate() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/instantiate.py	30	3	2
def extract_between() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine/core_logic.py	9	3	3
def access_answer() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/common_logic.py	6	3	3
def collate_to_str() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/common_logic.py	9	3	3
def save_jsonlist() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/file_utils.py	5	2	3
def log_io_params() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/__init__.py	12	2	3
def log_io_params_for_method() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/__init__.py	11	2	2
def run_over_logs() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger/__init__.py	16	2	2
def call_api() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm/llm_mgr.py	28	2	1
def get_tokens_used() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm/llm_mgr.py	10	2	1
def yaml_to_dict() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/file.py	10	2	1
def save_jsonlist() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/file.py	5	2	3
def set_logging_config() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils/logging.py	18	2	2
def __post_init__() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/base_classes.py	3	2	1
def chat_completion() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine/core_logic.py	9	2	3
def normalize_prediction() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/common_logic.py	15	2	3
def all_values() in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/constants.py	2	2	1
def call_model() in 0_basic-agent/LangGraph/my_agent/utils/nodes.py	7	1	2
def __init__() in 2_eval-design-ptn/02_azure-evaluation-sdk/ExactMatchEvaluator/_exact_match.py	2	1	1
def __call__() in 2_eval-design-ptn/02_azure-evaluation-sdk/ExactMatchEvaluator/_exact_match.py	1	1	4
def __call__() in 2_eval-design-ptn/02_azure-evaluation-sdk/ExactMatchEvaluator/_exact_match.py	2	1	3