alibaba / TorchEasyRec - 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 896 units with 9,183 lines of code in units (35.0% of code).

0 very complex units (0 lines of code)
4 complex units (482 lines of code)
17 medium complex units (985 lines of code)
58 simple units (1,856 lines of code)
817 very simple units (5,860 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 edit_config() in tzrec/utils/config_util.py	121	37	3
def _create_feature_config() in tzrec/tools/convert_easyrec_config_to_tzrec_config.py	179	34	2
def _check_graph_module() in tzrec/acc/export_utils.py	88	27	2
def save() in tzrec/tools/tdm/gen_tree/tree_search_util.py	94	26	3
def _build_batch() in tzrec/datasets/dataset.py	86	22	3
def _create_feature_config_no_fg() in tzrec/tools/convert_easyrec_config_to_tzrec_config.py	99	21	2
def fg_json() in tzrec/features/lookup_feature.py	74	18	1
def _convert_model_config() in tzrec/tools/convert_easyrec_config_to_tzrec_config.py	86	17	3
def compute() in tzrec/metrics/grouped_auc.py	60	16	1
def _train() in tzrec/tools/tdm/gen_tree/tree_cluster.py	53	15	3
def fg_json() in tzrec/features/match_feature.py	54	14	1
def get_mm_configs() in tzrec/ops/triton/triton_addmm.py	129	14	0
def parse() in tzrec/datasets/data_parser.py	43	13	3
def get() in tzrec/datasets/sampler.py	63	13	3
def auto_import() in tzrec/utils/load_class.py	31	12	1
def init_parameters() in tzrec/utils/state_dict_util.py	17	12	2
def save_predict_edge() in tzrec/tools/tdm/gen_tree/tree_search_util.py	32	12	1
def fg_json() in tzrec/features/sequence_feature.py	41	12	1
def fg_encoded_default_value() in tzrec/features/feature.py	40	11	1
def fg_json() in tzrec/features/custom_feature.py	42	11	1
def fg_json() in tzrec/features/id_feature.py	35	11	1
def gather_strings() in tzrec/utils/dist_util.py	30	10	2
def _read() in tzrec/tools/tdm/gen_tree/tree_cluster.py	42	10	1
def dump_parsed_inputs() in tzrec/datasets/data_parser.py	31	10	3
def _init_session() in tzrec/datasets/odps_dataset.py	34	10	1
def pin_memory() in tzrec/datasets/utils.py	34	10	1
def _parse() in tzrec/features/lookup_feature.py	48	10	3
def predict() in tzrec/models/dbmtl.py	35	9	2
def predict() in tzrec/models/dc2vr.py	36	9	2
def _feature_dim_dropout_ratio() in tzrec/tools/feature_selection.py	44	9	1
def _get_bw_configs() in tzrec/ops/triton/triton_hstu_attention.py	197	9	0
def create_activation() in tzrec/modules/activation.py	28	8	2
def create_local_plan() in tzrec/utils/checkpoint_util.py	26	8	1
def list_distcp_param() in tzrec/utils/checkpoint_util.py	21	8	1
def _read() in tzrec/tools/tdm/gen_tree/tree_generator.py	37	8	1
def _create_odps_account() in tzrec/datasets/odps_dataset.py	37	8	0
def is_sparse() in tzrec/features/lookup_feature.py	12	8	1
def mc_module() in tzrec/features/feature.py	33	8	2
def is_sparse() in tzrec/features/custom_feature.py	12	8	1
def _parse() in tzrec/features/custom_feature.py	31	8	3
def fg_json() in tzrec/features/tokenize_feature.py	44	8	1
def is_sparse() in tzrec/features/match_feature.py	12	8	1
def parse_requirements() in setup.py	17	7	1
def import_pkg() in tzrec/utils/load_class.py	21	7	2
def train() in tzrec/tools/tdm/gen_tree/tree_cluster.py	24	7	2
def _cluster() in tzrec/tools/tdm/gen_tree/tree_cluster.py	35	7	2
def _column_modes() in tzrec/tools/tdm/gen_tree/tree_builder.py	18	7	2
def _easyrec_metrics_2_tzrec_metrics() in tzrec/tools/convert_easyrec_config_to_tzrec_config.py	24	7	2
def _bootstrap() in tzrec/datasets/sampler.py	31	7	3
def to() in tzrec/datasets/utils.py	29	7	3