huggingface / jat 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 149 units with 2,221 lines of code in units (50.6% of code).

0 very complex units (0 lines of code)
3 complex units (288 lines of code)
17 medium complex units (825 lines of code)
10 simple units (224 lines of code)
119 very simple units (884 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 create_mujoco_dataset() in data/envs/mujoco/create_mujoco_dataset.py	154	41	1
def _find_drop_pos() in data/envs/babyai/bot_agent.py	52	34	2
def main() in scripts/train_jat.py	82	30	0
def replan_before_action() in data/envs/babyai/bot_agent.py	90	24	1
def _find_obj_pos() in data/envs/babyai/bot_agent.py	31	22	3
def create_atari_dataset() in data/envs/atari/create_atari_dataset.py	101	20	1
def main() in scripts/train_jat_tokenized.py	53	20	0
def _plan_undo_action() in data/envs/babyai/bot_agent.py	20	18	2
def main() in scripts/eval_jat.py	49	18	0
def main() in scripts/tokenize_stream.py	61	18	0
def generate_rl_eval_results() in jat/utils.py	97	18	2
def eval_rl() in scripts/eval_jat.py	45	16	4
def replan_before_action() in data/envs/babyai/bot_agent.py	33	15	1
def replan_before_action() in data/envs/babyai/bot_agent.py	23	15	1
def generate_random_score() in data/envs/atari/generate_random_score.py	41	15	1
def create_dataset() in data/envs/metaworld/generate_dataset.py	67	14	1
def normalize() in jat/utils.py	21	12	3
def generate_random_score() in data/envs/babyai/generate_random_score.py	31	11	1
def generate_random_score() in data/envs/mujoco/generate_random_score.py	31	11	1
def generate_random_score() in data/envs/metaworld/generate_random_score.py	31	11	1
def replan() in data/envs/babyai/bot_agent.py	19	10	2
def pad() in jat/processing_jat.py	24	10	3
def _breadth_first_search() in data/envs/babyai/bot_agent.py	37	9	4
def _process_instr() in data/envs/babyai/bot_agent.py	28	9	2
def _process_obs() in data/envs/babyai/bot_agent.py	17	8	1
def _shortest_path() in data/envs/babyai/bot_agent.py	21	8	3
def pad() in jat/processing_jat.py	12	8	3
def _closest_wall_or_door_given_dir() in data/envs/babyai/bot_agent.py	10	7	3
def main() in data/ok-vqa/ok-vqa.py	47	7	1
def replan_after_action() in data/envs/babyai/bot_agent.py	9	6	2
def generate_episode() in data/envs/babyai/create_babyai_dataset.py	19	5	1
def step() in jat/eval/rl/wrappers.py	15	5	2
def make_atari() in jat/eval/rl/core.py	21	5	4
def make() in jat/eval/rl/core.py	11	5	2
def generate_model_card() in jat/utils.py	19	5	3
def process() in data/conceptual_captions/generate_conceptual_caption.py	9	4	2
def create_babyai_dataset() in data/envs/babyai/create_babyai_dataset.py	31	4	2
def replan_after_action() in data/envs/babyai/bot_agent.py	5	4	2
def replan_after_action() in data/envs/babyai/bot_agent.py	5	4	2
def replan_after_action() in data/envs/babyai/bot_agent.py	5	4	2
def _check_erroneous_box_opening() in data/envs/babyai/bot_agent.py	7	4	2
def get_default_device() in scripts/eval_jat.py	7	4	0
def to_tensor() in jat/processing_jat.py	14	4	1
def prepare_inputs_for_generation() in jat/modeling_jat.py	11	4	5
def resize_image() in data/conceptual_captions/generate_conceptual_caption.py	14	3	1
def __repr__() in data/envs/babyai/bot_agent.py	9	3	1
def __init__() in data/envs/babyai/bot_agent.py	7	3	2
def _remember_current_state() in data/envs/babyai/bot_agent.py	7	3	1
def __init__() in jat/modeling_jat.py	32	3	2
def reset() in jat/eval/rl/wrappers.py	8	3	2