huggingface / exporters 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 104 units with 1,185 lines of code in units (51.6% of code).

0 very complex units (0 lines of code)
1 complex units (129 lines of code)
3 medium complex units (261 lines of code)
6 simple units (281 lines of code)
94 very simple units (514 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 forward() in src/exporters/coreml/convert.py	129	50	2
def patch_pytorch_ops() in src/exporters/coreml/models.py	65	20	1
def get_flexible_outputs() in src/exporters/coreml/config.py	37	13	1
def _input_descriptions() in src/exporters/coreml/config.py	159	12	1
def main() in src/exporters/coreml/__main__.py	85	10	0
def convert_model() in src/exporters/coreml/__main__.py	31	9	6
def _output_descriptions() in src/exporters/coreml/config.py	130	9	1
def num_layers() in src/exporters/coreml/config.py	15	8	1
def _validate_framework_choice() in src/exporters/coreml/features.py	9	6	1
def num_attention_heads() in src/exporters/coreml/config.py	11	6	1
def _convert_dummy_inputs_to_framework() in src/exporters/coreml/config.py	7	5	3
def get_input_sequence_length() in src/exporters/coreml/config.py	9	4	2
def _rename_duplicate_labels() in src/exporters/coreml/config.py	11	4	2
def _get_max_sequence_length() in src/exporters/coreml/config.py	10	4	3
def _get_default_logging_level() in src/exporters/utils/logging.py	11	3	0
def get_model_class_for_feature() in src/exporters/coreml/features.py	12	3	2
def max_sequence_length() in src/exporters/coreml/config.py	5	3	1
def fill_inputs_with_past_key_values_() in src/exporters/coreml/config.py	5	3	3
def fill_outputs_with_past_key_values_() in src/exporters/coreml/config.py	5	3	3
def get_class_labels() in src/exporters/coreml/config.py	5	3	1
def _get_mel_bins() in src/exporters/coreml/config.py	7	3	1
def _add_pooler_output() in src/exporters/coreml/config.py	11	3	2
def get_output_named() in src/exporters/coreml/convert.py	5	3	2
def get_labels_as_list() in src/exporters/coreml/convert.py	6	3	1
def get_shape() in src/exporters/coreml/convert.py	11	3	4
def patch_pytorch_ops() in src/exporters/coreml/models.py	14	3	1
def patch_pytorch_ops() in src/exporters/coreml/models.py	10	3	1
def _configure_library_root_logger() in src/exporters/utils/logging.py	11	2	0
def _reset_library_root_logger() in src/exporters/utils/logging.py	9	2	0
def get_logger() in src/exporters/utils/logging.py	5	2	1
def remove_handler() in src/exporters/utils/logging.py	4	2	1
def enable_explicit_format() in src/exporters/utils/logging.py	5	2	0
def reset_format() in src/exporters/utils/logging.py	4	2	0
def map_from_synonym() in src/exporters/coreml/features.py	4	2	1
def inputs() in src/exporters/coreml/config.py	5	2	1
def input_ids_sequence_length() in src/exporters/coreml/config.py	2	2	1
def outputs() in src/exporters/coreml/config.py	5	2	1
def values_override() in src/exporters/coreml/config.py	4	2	1
def is_classifier() in src/exporters/coreml/config.py	8	2	1
def get_output_names() in src/exporters/coreml/convert.py	5	2	1
def set_multiarray_shape() in src/exporters/coreml/convert.py	4	2	2
def patch_pytorch_ops() in src/exporters/coreml/models.py	8	2	1
def outputs() in src/exporters/coreml/models.py	22	2	1
def patch_pytorch_ops() in src/exporters/coreml/models.py	13	2	1
def inputs() in src/exporters/coreml/models.py	23	2	1
def _input_descriptions() in src/exporters/coreml/models.py	36	2	1
def _get_library_name() in src/exporters/utils/logging.py	2	1	0
def _get_library_root_logger() in src/exporters/utils/logging.py	2	1	0
def get_log_levels_dict() in src/exporters/utils/logging.py	2	1	0
def get_verbosity() in src/exporters/utils/logging.py	3	1	0