openai / multiagent-particle-envs - 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 174 units with 1,526 lines of code in units (91.2% of code).

0 very complex units (0 lines of code)
1 complex units (55 lines of code)
10 medium complex units (316 lines of code)
28 simple units (468 lines of code)
135 very simple units (687 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 observation() in multiagent/scenarios/simple_world_comm.py	55	29	3
def render() in multiagent/environment.py	49	18	2
def __init__() in multiagent/environment.py	49	16	8
def make_world() in multiagent/scenarios/simple_world_comm.py	44	16	1
def _set_action() in multiagent/environment.py	43	14	5
def reset_world() in multiagent/scenarios/simple_world_comm.py	23	13	2
def agent_reward() in multiagent/scenarios/simple_adversary.py	23	13	3
def agent_reward() in multiagent/scenarios/simple_world_comm.py	25	12	3
def agent_reward() in multiagent/scenarios/simple_tag.py	21	12	3
def action() in multiagent/policy.py	16	12	2
def reset_world() in multiagent/scenarios/simple_crypto.py	23	11	2
def make_world() in multiagent/scenarios/simple_tag.py	25	10	1
def adversary_reward() in multiagent/scenarios/simple_tag.py	14	10	3
def reset_world() in multiagent/scenarios/simple_tag.py	13	9	2
def reset_world() in multiagent/scenarios/simple_speaker_listener.py	19	8	2
def observation() in multiagent/scenarios/simple_speaker_listener.py	15	8	3
def reset_world() in multiagent/scenarios/simple_reference.py	22	8	2
def observation2() in multiagent/scenarios/simple_world_comm.py	19	8	3
def reset_world() in multiagent/scenarios/simple_adversary.py	17	8	2
def apply_environment_force() in multiagent/core.py	12	8	2
def _make_receptor_locations() in multiagent/environment.py	15	7	2
def make_world() in multiagent/scenarios/simple_crypto.py	20	7	1
def adversary_reward() in multiagent/scenarios/simple_world_comm.py	13	7	3
def reset_world() in multiagent/scenarios/simple_push.py	21	7	2
def observation() in multiagent/scenarios/simple_push.py	17	7	3
def reset_world() in multiagent/scenarios/simple_spread.py	12	7	2
def benchmark_data() in multiagent/scenarios/simple_spread.py	17	7	3
def reward() in multiagent/scenarios/simple_spread.py	10	7	3
def reset_world() in multiagent/scenarios/simple.py	13	7	2
def step() in multiagent/environment.py	18	6	2
def observation() in multiagent/scenarios/simple_reference.py	15	6	3
def agent_reward() in multiagent/scenarios/simple_crypto.py	17	6	3
def set_boundaries() in multiagent/scenarios/simple_world_comm.py	24	6	2
def make_world() in multiagent/scenarios/simple_adversary.py	22	6	1
def observation() in multiagent/scenarios/simple_adversary.py	15	6	3
def make_world() in multiagent/scenarios/simple_push.py	22	6	1
def observation() in multiagent/scenarios/simple_tag.py	15	6	3
def integrate_state() in multiagent/core.py	12	6	2
def get_collision_force() in multiagent/core.py	14	6	3
def make_world() in multiagent/scenarios/simple_speaker_listener.py	20	5	1
def make_world() in multiagent/scenarios/simple_reference.py	15	5	1
def outside_boundary() in multiagent/scenarios/simple_world_comm.py	5	5	2
def make_world() in multiagent/scenarios/simple_spread.py	19	5	1
def observation() in multiagent/scenarios/simple_spread.py	14	5	3
def benchmark_data() in multiagent/scenarios/simple_tag.py	9	5	3
def make_world() in multiagent/scenarios/simple.py	14	5	1
def key_press() in multiagent/policy.py	5	5	3
def key_release() in multiagent/policy.py	5	5	3
def render() in multiagent/rendering.py	21	5	2
def render1() in multiagent/rendering.py	13	5	1