openai / mlsh - 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).

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Conditional Complexity Overall

There are 1,047 units with 8,697 lines of code in units (67.1% of code).

1 very complex units (81 lines of code)
1 complex units (124 lines of code)
21 medium complex units (999 lines of code)
66 simple units (1,645 lines of code)
958 very simple units (5,848 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 game_finished() in gym/gym/envs/board_game/hex.py	81	56	1
def _create_track() in gym/gym/envs/box2d/car_racing.py	124	38	1
def __init__() in gym/gym/envs/toy_text/taxi.py	48	24	1
def _generate_terrain() in gym/gym/envs/box2d/bipedal_walker.py	115	24	2
def _step() in gym/gym/envs/box2d/lunar_lander.py	65	24	2
def play() in gym/gym/utils/play.py	58	22	6
def traj_segment_generator() in mlsh_code/rollouts.py	62	18	7
def score_evaluation() in gym/gym/benchmarks/scoring.py	88	18	9
def _render() in gym/gym/envs/box2d/bipedal_walker.py	49	17	3
def __init__() in gym/gym/envs/toy_text/frozen_lake.py	49	16	4
def _render() in gym/gym/envs/box2d/car_racing.py	70	16	3
def step() in gym/gym/envs/box2d/car_dynamics.py	53	14	2
def _step() in gym/gym/envs/mujoco/ant_obstaclesgen.py	45	13	2
def _upload() in gym/gym/scoreboard/api.py	35	12	7
def _render() in gym/gym/envs/algorithmic/algorithmic_env.py	39	12	3
def _step() in gym/gym/envs/box2d/bipedal_walker.py	60	12	2
def draw() in gym/gym/envs/box2d/car_dynamics.py	24	12	3
def add_new_rollouts() in gym/scripts/generate_json.py	19	11	2
def serialize() in gym/gym/scoreboard/client/resource.py	14	11	2
def benchmark_aggregate_score() in gym/gym/benchmarks/scoring.py	36	11	2
def _render() in gym/gym/envs/toy_text/taxi.py	22	11	3
def _step() in gym/gym/envs/mujoco/ant_movement.py	13	11	2
def _render() in gym/gym/envs/box2d/lunar_lander.py	35	11	3
def updateSubPolicies() in mlsh_code/learner.py	26	10	4
def _start() in gym/gym/wrappers/monitoring.py	26	10	8
def _step() in gym/gym/envs/mujoco/humanoid_course.py	35	10	2
def _step() in gym/gym/envs/mujoco/humanoid-new.py	54	10	2
def reset_model() in gym/gym/envs/mujoco/ant_obstaclesgen.py	23	10	1
def _contact() in gym/gym/envs/box2d/car_racing.py	24	10	3
def heuristic() in gym/gym/envs/box2d/lunar_lander.py	19	10	2
def write_archive() in gym/gym/scoreboard/api.py	38	9	3
def score_evaluation() in gym/gym/benchmarks/scoring.py	46	9	9
def _step() in gym/gym/envs/toy_text/blackjack.py	18	9	2
def _step() in gym/gym/envs/mujoco/humanoid.py	33	9	2
def _render() in gym/gym/envs/board_game/hex.py	28	9	3
def _step() in gym/gym/envs/board_game/go.py	35	9	2
def iterbatches() in mlsh_code/dataset.py	11	8	6
def start() in mlsh_code/master.py	46	8	5
def split_segments() in mlsh_code/rollouts.py	24	8	3
def __init__() in mlsh_code/learner.py	38	8	12
def __call__() in rl-algs/rl_algs/common/tf_util.py	24	8	3
def __call__() in rl-algs/rl_algs/common/tf_util.py	21	8	2
def iterbatches() in rl-algs/rl_algs/common/dataset.py	11	8	6
def score_from_merged() in gym/gym/scoreboard/scoring.py	38	8	7
def request() in gym/gym/scoreboard/client/http_client.py	31	8	6
def __init__() in gym/gym/monitoring/video_recorder.py	40	8	6
def close() in gym/gym/monitoring/video_recorder.py	20	8	1
def spec() in gym/gym/envs/registration.py	14	8	2
def _render() in gym/gym/envs/toy_text/cliffwalking.py	21	8	3
def _render() in gym/gym/envs/toy_text/frozen_lake.py	15	8	3