azure / PyRIT - 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 890 units with 6,339 lines of code in units (16.7% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
8 medium complex units (405 lines of code)
46 simple units (804 lines of code)
836 very simple units (5,130 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_workers() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	70	18	2
def run() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	73	16	6
def check_url() in build_scripts/check_links.py	27	14	3
def logits() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	55	13	4
def _modify_existing_pdf() in pyrit/prompt_converter/pdf_converter.py	32	13	1
def _prepare_conversation() in pyrit/orchestrator/multi_turn/multi_turn_orchestrator.py	39	12	3
def _update_ids() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	82	11	1
def parse_raw_http_request() in pyrit/prompt_target/http_target/http_target.py	27	11	2
def __eq__() in pyrit/models/prompt_request_piece.py	13	10	2
def log() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	56	9	8
def decode_message() in pyrit/prompt_converter/token_smuggling/sneaky_bits_smuggler_converter.py	24	9	2
def _set_globals_based_on_role() in pyrit/orchestrator/multi_turn/multi_turn_orchestrator.py	18	9	2
def get_values() in pyrit/models/seed_prompt.py	9	9	3
def fetch_wmdp_dataset() in pyrit/datasets/wmdp_dataset.py	26	9	1
def get_embedding_matrix() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	13	8	1
def get_embeddings() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	13	8	2
def get_nonascii_toks() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	16	8	2
def run() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	22	8	3
def get_goals_and_targets() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	31	8	1
def decode_message() in pyrit/prompt_converter/token_smuggling/variation_selector_smuggler_converter.py	25	8	2
def _get_completed_on_topic_results_in_order() in pyrit/orchestrator/multi_turn/tree_of_attacks_with_pruning_orchestrator.py	12	8	2
def print_conversations() in pyrit/orchestrator/fuzzer_orchestrator.py	17	8	1
def _enforce_consistent_group_id() in pyrit/models/seed_prompt.py	12	8	1
def main() in doc/generate_docs/pct_to_ipynb.py	38	8	0
def _insert_punctuation() in pyrit/prompt_converter/insert_punctuation_converter.py	12	7	3
def _prepare_content() in pyrit/prompt_converter/pdf_converter.py	20	7	2
def _get_homoglyph_variants() in pyrit/prompt_converter/unicode_confusable_converter.py	9	7	2
def validate() in pyrit/models/prompt_request_response.py	14	7	1
def _update_entries() in pyrit/memory/azure_sql_memory.py	25	7	4
def add_scores_to_memory() in pyrit/memory/memory_interface.py	11	7	3
def _update_entries() in pyrit/memory/duckdb_memory.py	25	7	4
def _fetch_key() in pyrit/prompt_target/http_target/http_target_callback_functions.py	11	7	2
def start_flask_app() in doc/code/targets/playwright_target.py	18	7	0
def find_files() in doc/generate_docs/pct_to_ipynb.py	12	7	2
def get_embedding_layer() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	11	6	1
def get_filtered_cands() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	22	6	5
def test() in pyrit/auxiliary_attacks/gcg/attack/base/attack_manager.py	12	6	4
def _ping() in pyrit/ui/rpc_client.py	13	6	1
def start() in pyrit/ui/rpc.py	23	6	1
def encode_message() in pyrit/prompt_converter/token_smuggling/variation_selector_smuggler_converter.py	22	6	2
def encode_message() in pyrit/prompt_converter/token_smuggling/ascii_smuggler_converter.py	20	6	3
def _generate_perturbed_prompts() in pyrit/prompt_converter/unicode_confusable_converter.py	17	6	2
def _handle_text_response() in pyrit/orchestrator/multi_turn/red_teaming_orchestrator.py	11	6	3
def set_encoding_metadata() in pyrit/models/seed_prompt.py	27	6	1
def validate() in pyrit/models/score.py	10	6	3
def create_orchestrators() in pyrit/cli/scanner_config.py	22	6	2
def _get_chunks() in pyrit/prompt_target/batch_helper.py	8	6	2
def _set_auth_headers() in pyrit/prompt_target/openai/openai_target.py	12	6	3
def report_scores() in pyrit/score/question_answer_scorer.py	15	6	2
def _get_score_type() in pyrit/score/human_in_the_loop_scorer.py	8	6	2