huggingface / FastChat 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 590 units with 7,646 lines of code in units (47.9% of code).

1 very complex units (163 lines of code)
2 complex units (210 lines of code)
22 medium complex units (1,240 lines of code)
44 simple units (1,637 lines of code)
521 very simple units (4,396 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_prompt() in fastchat/conversation.py	163	60	1
def clean_battle_data() in fastchat/serve/monitor/clean_battle_data.py	116	30	2
def train() in fastchat/train/train_lora.py	94	28	0
def load_compress_model() in fastchat/model/compression.py	99	24	5
def clean_chat_data() in fastchat/serve/monitor/clean_chat_data.py	91	21	2
def train() in fastchat/train/train_lora_t5.py	91	21	0
def read_texts() in fastchat/serve/monitor/topic_clustering.py	34	19	4
def detect_type() in fastchat/serve/monitor/dataset_release_scripts/arena_33k/filter_bad_conv.py	26	19	1
def check_requests() in fastchat/serve/openai_api_server.py	44	19	1
def create_multi_model_worker() in fastchat/serve/multi_model_worker.py	116	17	0
def run_judge_pair() in fastchat/llm_judge/common.py	70	17	6
def get_mt_bench_agreement() in fastchat/llm_judge/compute_agreement.py	32	17	4
def load_leaderboard_table_csv() in fastchat/serve/monitor/monitor.py	34	15	2
def clean_html_one_sample() in fastchat/data/clean_sharegpt.py	37	15	1
def get_peft_state_maybe_zero_3() in fastchat/train/train_lora.py	23	15	2
def detect_type() in fastchat/serve/monitor/dataset_release_scripts/lmsys_chat_1m/filter_bad_conv.py	23	14	1
def generate_stream_gate() in fastchat/serve/huggingface_api_worker.py	52	14	2
def get_worker_address() in fastchat/serve/controller.py	49	13	2
def bot_response() in fastchat/serve/gradio_web_server.py	139	13	5
def main() in fastchat/serve/cli.py	69	12	1
def clean_html_all() in fastchat/data/clean_sharegpt.py	66	12	3
def inspect_convs() in fastchat/serve/monitor/inspect_conv.py	30	11	1
def load_demo() in fastchat/serve/gradio_web_server_multi.py	54	11	2
def skip() in fastchat/data/optional_clean.py	18	11	2
def display_result_pairwise() in fastchat/llm_judge/show_result.py	43	11	1
def string_args() in fastchat/serve/launch_all_serve.py	21	10	2
def get_battle_pair() in fastchat/serve/gradio_block_arena_anony.py	33	10	0
def build_logger() in fastchat/utils.py	40	10	2
def get_embeddings() in fastchat/serve/model_worker.py	71	9	2
def stream_output() in fastchat/serve/cli.py	17	9	2
def get_generate_stream_function() in fastchat/model/model_adapter.py	44	9	2
def mask_targets() in fastchat/train/train_baichuan.py	31	9	4
def pairwise_to_gradio_chat_mds() in fastchat/llm_judge/qa_browser.py	27	9	4
def single_to_gradio_chat_mds() in fastchat/llm_judge/qa_browser.py	24	9	3
def run_judge_single() in fastchat/llm_judge/common.py	48	9	5
def generate_stream_gate() in fastchat/serve/model_worker.py	36	8	2
def create_model_worker() in fastchat/serve/model_worker.py	104	8	0
def create_huggingface_api_worker() in fastchat/serve/huggingface_api_worker.py	107	8	0
def load_model() in fastchat/model/model_adapter.py	28	8	3
def load_pairwise_model_judgments() in fastchat/llm_judge/common.py	29	8	1
def get_log_files() in fastchat/serve/monitor/clean_chat_data.py	14	7	1
def get_log_files() in fastchat/serve/monitor/basic_stats.py	14	7	1
def report_basic_stats() in fastchat/serve/monitor/basic_stats.py	101	7	1
def get_log_files() in fastchat/serve/monitor/inspect_conv.py	15	7	1
def get_log_files() in fastchat/serve/monitor/clean_battle_data.py	14	7	1
def build_side_by_side_ui_named() in fastchat/serve/gradio_block_arena_named.py	145	7	1
def split_one_sample() in fastchat/data/split_long_conversation.py	22	7	1
def get_compressed_list() in fastchat/model/compression.py	14	7	2
def split_files() in fastchat/model/apply_delta.py	37	7	3
def apply_delta_low_cpu_mem() in fastchat/model/apply_delta.py	44	7	3