huggingface / optimum-executorch 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 103 units with 1,030 lines of code in units (46.4% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
5 medium complex units (151 lines of code)
8 simple units (212 lines of code)
90 very simple units (667 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 verify_eos_tokens_in_tokenizer() in optimum/exporters/executorch/utils.py	20	14	2
def _replace_with_et_custom_kv_cache() in optimum/executorch/attentions/custom_kv_cache.py	57	12	4
def __init__() in optimum/executorch/modeling.py	25	12	4
def __init__() in optimum/executorch/modeling.py	25	12	4
def __init__() in optimum/executorch/modeling.py	24	11	4
def _prepare_export_inputs() in optimum/exporters/executorch/integrations.py	24	9	1
def _register_attention_mask_for_4_53() in optimum/exporters/executorch/integrations.py	13	8	2
def __init__() in optimum/executorch/modeling.py	18	8	4
def generate() in optimum/exporters/executorch/integrations.py	17	7	3
def load_seq2seq_speech_model() in optimum/exporters/executorch/tasks/asr.py	12	7	2
def load_causal_lm_model() in optimum/exporters/executorch/tasks/causal_lm.py	67	7	2
def load_seq2seq_lm_model() in optimum/exporters/executorch/tasks/seq2seq_lm.py	12	7	2
def print_report() in optimum/executorch/stats.py	49	7	1
def run() in optimum/commands/export/executorch.py	18	5	1
def get_seq_length() in optimum/executorch/attentions/custom_kv_cache.py	7	5	2
def call() in optimum/executorch/passes/remove_padding_idx_embedding_pass.py	7	5	2
def export() in optimum/exporters/executorch/integrations.py	28	4	3
def _export_encoder() in optimum/exporters/executorch/integrations.py	22	4	2
def _export_decoder() in optimum/exporters/executorch/integrations.py	31	4	4
def load_masked_lm_model() in optimum/exporters/executorch/tasks/masked_lm.py	3	4	2
def load_image_classification_model() in optimum/exporters/executorch/tasks/image_classification.py	3	4	2
def __init__() in optimum/executorch/modeling.py	13	4	4
def __init__() in optimum/exporters/executorch/integrations.py	18	3	4
def __init__() in optimum/executorch/stats.py	15	3	1
def main() in install_dev.py	12	2	0
def export() in optimum/exporters/executorch/integrations.py	16	2	2
def discover_tasks() in optimum/exporters/executorch/task_registry.py	6	2	0
def discover_recipes() in optimum/exporters/executorch/recipe_registry.py	6	2	0
def get_seq_length() in optimum/executorch/attentions/custom_kv_cache.py	4	2	2
def reset() in optimum/executorch/stats.py	15	2	2
def __init__() in optimum/executorch/modeling.py	6	2	4
def install_torch_nightly_deps() in install_dev.py	19	1	0
def install_dep_from_source() in install_dev.py	19	1	0
def parse_args_executorch() in optimum/commands/export/executorch.py	54	1	1
def parse_args() in optimum/commands/export/executorch.py	2	1	1
def main_export() in optimum/exporters/executorch/__main__.py	16	1	0
def main() in optimum/exporters/executorch/__main__.py	13	1	0
def __init__() in optimum/exporters/executorch/integrations.py	8	1	4
def export() in optimum/exporters/executorch/integrations.py	2	1	0
def __init__() in optimum/exporters/executorch/integrations.py	5	1	2
def forward() in optimum/exporters/executorch/integrations.py	4	1	2
def __init__() in optimum/exporters/executorch/integrations.py	5	1	2
def forward() in optimum/exporters/executorch/integrations.py	2	1	3
def __init__() in optimum/exporters/executorch/integrations.py	4	1	2
def forward() in optimum/exporters/executorch/integrations.py	2	1	2
def forward() in optimum/exporters/executorch/integrations.py	10	1	4
def __init__() in optimum/exporters/executorch/integrations.py	7	1	0
def export() in optimum/exporters/executorch/integrations.py	6	1	0
def register_task() in optimum/exporters/executorch/task_registry.py	5	1	1
def register_recipe() in optimum/exporters/executorch/recipe_registry.py	5	1	1