openai / spinningup - 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 290 units with 3,078 lines of code in units (78.7% of code).

0 very complex units (0 lines of code)
5 complex units (528 lines of code)
12 medium complex units (951 lines of code)
11 simple units (207 lines of code)
262 very simple units (1,392 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 parse_and_execute_grid_search() in spinup/run.py	68	35	2
def trpo() in spinup/algos/tf1/trpo/trpo.py	121	33	3
def td3() in spinup/algos/pytorch/td3/td3.py	119	27	3
def sac() in spinup/algos/pytorch/sac/sac.py	118	26	3
def td3() in spinup/exercises/pytorch/problem_set_1/exercise1_3.py	102	26	3
def ddpg() in spinup/algos/pytorch/ddpg/ddpg.py	103	22	3
def ppo() in spinup/algos/pytorch/ppo/ppo.py	107	21	3
def sac() in spinup/algos/tf1/sac/sac.py	109	20	3
def vpg() in spinup/algos/pytorch/vpg/vpg.py	95	20	3
def get_all_datasets() in spinup/utils/plot.py	29	19	4
def ppo() in spinup/algos/tf1/ppo/ppo.py	91	18	3
def ddpg() in spinup/algos/tf1/ddpg/ddpg.py	95	17	3
def td3() in spinup/algos/tf1/td3/td3.py	108	16	3
def vpg() in spinup/algos/tf1/vpg/vpg.py	79	16	3
def td3() in spinup/exercises/tf1/problem_set_1/exercise1_3.py	98	16	3
def variant_name() in spinup/utils/run_utils.py	19	15	2
def convert_json() in spinup/utils/serialization_utils.py	18	13	1
def get_datasets() in spinup/utils/plot.py	33	8	2
def valid_str() in spinup/utils/run_utils.py	9	8	1
def print() in spinup/utils/run_utils.py	25	8	1
def forward() in spinup/algos/pytorch/sac/core.py	19	8	4
def compute_gradients() in spinup/utils/mpi_tf.py	18	7	4
def dump_tabular() in spinup/utils/logx.py	22	7	1
def log_tabular() in spinup/utils/logx.py	14	7	5
def variants() in spinup/utils/run_utils.py	25	7	1
def plot_data() in spinup/utils/plot.py	17	6	6
def _tf_simple_save() in spinup/utils/logx.py	10	6	2
def setup_logger_kwargs() in spinup/utils/run_utils.py	15	6	4
def assign_params_from_flat() in spinup/utils/mpi_tf.py	5	5	2
def save_state() in spinup/utils/logx.py	11	5	3
def _pytorch_simple_save() in spinup/utils/logx.py	12	5	2
def add() in spinup/utils/run_utils.py	12	5	5
def mlp_actor_critic() in spinup/algos/tf1/vpg/core.py	11	5	4
def assign_params_from_flat() in spinup/algos/tf1/trpo/core.py	5	5	2
def mlp_actor_critic() in spinup/algos/tf1/trpo/core.py	12	5	4
def mlp_actor_critic() in spinup/algos/tf1/ppo/core.py	11	5	4
def make_plots() in spinup/utils/plot.py	10	4	10
def mpi_fork() in spinup/utils/mpi_tools.py	16	4	2
def mpi_statistics_scalar() in spinup/utils/mpi_tools.py	11	4	2
def __init__() in spinup/utils/logx.py	17	4	4
def _variants() in spinup/utils/run_utils.py	13	4	3
def run() in spinup/utils/run_utils.py	13	4	5
def forward() in spinup/algos/pytorch/vpg/core.py	6	4	3
def forward() in spinup/algos/pytorch/ppo/core.py	6	4	3
def mpi_op() in spinup/utils/mpi_tools.py	6	3	2
def mpi_avg_grads() in spinup/utils/mpi_pytorch.py	7	3	1
def sync_params() in spinup/utils/mpi_pytorch.py	6	3	1
def colorize() in spinup/utils/logx.py	7	3	4
def restore_tf_graph() in spinup/utils/logx.py	12	3	2
def save_config() in spinup/utils/logx.py	10	3	2