apache / singa - 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 2,008 units with 20,586 lines of code in units (52.9% of code).

0 very complex units (0 lines of code)
7 complex units (610 lines of code)
54 medium complex units (2,770 lines of code)
157 simple units (4,320 lines of code)
1,790 very simple units (12,886 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
Tensor resize() in src/io/image_transformer.cc	108	40	4
def run() in python/singa/sonnx.py	83	35	3
def tensordot() in python/singa/tensor.py	104	34	3
inline half fma() in include/half.hpp	62	33	3
template unsigned int gamma() in include/half.hpp	91	31	1
void Graph::Debug() in src/core/scheduler/scheduler.cc	114	27	0
inline half pow() in include/half.hpp	48	26	2
inline half atan2() in include/half.hpp	41	24	2
Tensor mirror() in src/io/image_transformer.cc	78	24	4
template unsigned int mod() in include/half.hpp	65	23	3
def backward_and_sparse_update() in python/singa/opt.py	68	20	6
template T half2int() in include/half.hpp	28	19	1
void Graph::AddOperation() in src/core/scheduler/scheduler.cc	85	19	4
void Graph::AnalyzeNodes() in src/core/scheduler/scheduler.cc	72	19	0
def einsum() in python/singa/tensor.py	102	19	2
def __init__() in python/singa/layer.py	69	19	12
inline half hypot() in include/half.hpp	55	18	3
void NetworkThread::onRecv() in src/io/network/endpoint.cc	85	18	1
def backward() in python/singa/autograd.py	56	18	2
void NetworkThread::afterConnEst() in src/io/network/endpoint.cc	58	16	3
void RepeatDataToFrom() in src/core/tensor/tensor.cc	69	16	6
int tinydir_readfile() in include/singa/utils/tinydir.h	78	15	2
inline half log2() in include/half.hpp	32	15	1
void RNN::Setup() in src/model/layer/rnn.cc	48	15	2
def __getitem__() in python/singa/tensor.py	24	15	2
def __init__() in python/singa/opt.py	42	15	7
def __init__() in python/singa/opt.py	40	15	6
def main() in tool/release/release.py	59	15	1
inline void raise() in include/half.hpp	47	14	1
void Graph::PrintTimeProfiling() in src/core/scheduler/scheduler.cc	40	14	0
def run() in python/singa/data.py	47	14	1
def forward() in python/singa/autograd.py	45	14	2
inline half expm1() in include/half.hpp	44	13	1
inline half cbrt() in include/half.hpp	41	13	1
inline void sincos() in include/half.hpp	56	13	3
Tensor crop() in src/io/image_transformer.cc	69	13	6
int NetworkThread::asyncSend() in src/io/network/endpoint.cc	52	13	1
const vector CudnnRNN::Forward() in src/model/layer/cudnn_rnn.cc	91	13	2
def __init__() in python/singa/layer.py	43	13	6
def _do_forward() in python/singa/autograd.py	24	13	2
template HALF_CONSTEXPR_NOERR unsigned int rounded() in include/half.hpp	20	12	3
inline half log1p() in include/half.hpp	36	12	1
inline half tgamma() in include/half.hpp	21	12	1
void Convolution::Setup() in src/model/layer/convolution.cc	67	12	2
void CudaGPU::TimeProfilingDoExec() in src/core/device/cuda_gpu.cc	38	12	3
void fn_impl() in src/core/tensor/tensor_math_cuda.h	42	12	4
def buffer_operation() in python/singa/model.py	40	12	1
int tinydir_file_open() in include/singa/utils/tinydir.h	59	11	2
template unsigned int integral() in include/half.hpp	20	11	1
template unsigned int float2half_impl() in include/half.hpp	80	11	2