openai / gpt-2-output-dataset - 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).

Conditional Complexity Overall

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

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 25 most complex units

Unit	# lines	McCabe index	# params
def run() in detector/train.py	68	17	15
def load_datasets() in detector/train.py	32	14	10
def summary() in detector/utils.py	36	11	2
def download() in detector/download.py	21	10	2
def __getitem__() in detector/dataset.py	35	9	2
def validate() in detector/train.py	30	9	5
def main() in detector/server.py	31	7	3
def setup_distributed() in detector/train.py	13	5	1
def _load_split() in baseline.py	8	3	4
def train() in detector/train.py	23	3	5
def _all_reduce_dict() in detector/train.py	7	3	2
def do_GET() in detector/server.py	24	2	1
def load_texts() in detector/dataset.py	5	2	2
def __init__() in detector/dataset.py	6	2	4
def __len__() in detector/dataset.py	2	2	1
def grad_norm() in detector/utils.py	6	2	1
def distributed() in detector/utils.py	2	2	0
def accuracy_sum() in detector/train.py	7	2	2
def load_split() in baseline.py	6	1	4
def main() in baseline.py	25	1	7
def log() in detector/server.py	2	1	1
def begin_content() in detector/server.py	5	1	2
def log_message() in detector/server.py	2	1	3
def serve_forever() in detector/server.py	7	1	4
def __init__() in detector/dataset.py	11	1	9