flashlight / wav2letter

Conditional Complexity

The distribution of complexity of units (measured with McCabe index).

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 352 units with 9,970 lines of code in units (49.1% of code).

4 very complex units (3,929 lines of code)
3 complex units (895 lines of code)
17 medium complex units (948 lines of code)
29 simple units (1,044 lines of code)
299 very simple units (3,154 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
int main() in recipes/slimIPL/src/Train.cpp	1694	241	2
int main() in recipes/joint_training_vox_populi/cpc/Train.cpp	1086	153	2
std::shared_ptr parseLines() in recipes/joint_training_vox_populi/cpc/SequentialBuilder.cpp	466	133	3
int main() in recipes/joint_training_vox_populi/cpc/Decode.cpp	683	93	2
int main() in recipes/joint_training_vox_populi/cpc/Test.cpp	343	44	2
int main() in recipes/streaming_convnets/tools/StreamingTDSModelConverter.cpp	213	38	2
int main() in recipes/local_prior_match/Train_lpm.cpp	339	36	2
std::vector DecoderFactory::result2Words() in recipes/streaming_convnets/inference/inference/decoder/Decoder.cpp	46	19	1
void LexiconFreeSeq2SeqDecoder::decodeStep() in recipes/sota/2019/rescoring/src/LexiconFreeSeq2SeqDecoder.cpp	136	19	3
def run_for_id() in recipes/self_training/librispeech/lm/filter_contractions.py	42	18	1
std::string LogHelper::formatStatus() in recipes/local_prior_match/src/runtime/Logging.cpp	75	18	7
def generate() in recipes/self_training/pseudo_labeling/generate_synthetic_lexicon.py	40	15	1
def find_files() in recipes/data/fisher/utils.py	48	15	1
def create_limited_sup() in data/ami/utils.py	56	15	1
def run() in recipes/self_training/pseudo_labeling/generate_synthetic_lexicon.py	54	14	0
def filter_transcripts() in recipes/self_training/pseudo_labeling/generate_synthetic_data.py	34	13	2
void loadLayer() in recipes/utilities/convlm_serializer/Utils.cpp	71	13	6
void loadModule() in recipes/utilities/convlm_serializer/Utils.cpp	84	13	5
def count() in recipes/sota/2019/lm_analysis/filter_segmentations.py	53	13	2
void DataScheduler::update() in recipes/local_prior_match/src/runtime/DataScheduler.cpp	42	13	0
def normalize_acronyms() in recipes/data/switchboard/utils.py	26	13	2
fl::Variable adjustProb() in recipes/local_prior_match/src/runtime/Utils.cpp	33	12	4
std::unordered_map setFlags() in recipes/local_prior_match/src/runtime/Init.cpp	77	11	2
def do_split() in data/ami/utils.py	31	11	4
def create_transcript_set() in recipes/self_training/pseudo_labeling/generate_synthetic_data.py	34	10	3
def process() in recipes/sota/2019/lm_analysis/shuffle_segments.py	59	10	1
def find_transcripts() in data/wsj/utils.py	25	10	1
int main() in recipes/utilities/convlm_serializer/Serialize.cpp	67	9	2
def load_words_from_lst() in recipes/joint_training_vox_populi/prepare_data/make_lexicon.py	18	9	4
def remap_words_with_same_spelling() in recipes/lexicon_free/wsj/prepare.py	38	9	2
def process_fisher_data() in recipes/data/fisher/utils.py	65	9	1
sub split_on_comma() in data/ami/ami_split_segments.pl	42	9	0
std::string DecoderFactory::unpackReplabels() in recipes/streaming_convnets/inference/inference/decoder/Decoder.cpp	31	8	1
def convert() in recipes/utilities/convlm_serializer/save_pytorch_model.py	20	8	3
void DataScheduler::initialize() in recipes/local_prior_match/src/runtime/DataScheduler.cpp	34	8	0
def transform_asg() in recipes/lexicon_free/utilities/utils.py	18	8	1
def compute_upper_limit_ppl_for_kenlm() in recipes/lexicon_free/utilities/compute_upper_ppl_kenlm.py	51	8	2
std::shared_ptr convertConv1d() in recipes/streaming_convnets/tools/StreamingTDSModelConverter.cpp	34	7	8
def save_model() in recipes/utilities/convlm_serializer/save_pytorch_model.py	25	7	2
Variable TransformerCPC::selfAttention() in recipes/joint_training_vox_populi/cpc/TransformerCPC.cpp	30	7	1
std::vector TransformerCPC::forward() in recipes/joint_training_vox_populi/cpc/TransformerCPC.cpp	23	7	1
void LogHelper::logAndSaveModel() in recipes/local_prior_match/src/runtime/Logging.cpp	25	7	6
def generate_wp_selling() in recipes/self_training/pseudo_labeling/generate_synthetic_lexicon.py	13	6	1
std::shared_ptr LocalNorm::run() in recipes/streaming_convnets/inference/inference/module/nn/LocalNorm.cpp	49	6	1
def filter_data_by_id() in recipes/joint_training_vox_populi/prepare_data/common_voice_to_wav2letter.py	16	6	2
def predict_batch() in recipes/sota/2019/rescoring/forward_lm.py	37	6	4
sub levenshtein() in recipes/sota/2019/raw_lm_corpus/levenshtein-word.pl	20	6	0
std::string getLogString() in recipes/slimIPL/src/MyLogger.cpp	76	6	7
int main() in recipes/local_prior_match/Decode_length_lpm.cpp	54	6	2
def process_swbd_data() in recipes/data/switchboard/utils.py	49	6	1