huggingface / speechbox 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 37 units with 220 lines of code in units (33.4% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
0 medium complex units (0 lines of code)
4 simple units (92 lines of code)
33 very simple units (128 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 37 most complex units

Unit	# lines	McCabe index	# params
def read_init() in utils/check_dummies.py	23	10	0
def preprocess() in src/speechbox/diarize.py	31	10	2
def check_dummies() in utils/check_dummies.py	30	8	1
def requires_backends() in src/speechbox/utils/import_utils.py	8	7	2
def create_dummy_files() in utils/check_dummies.py	13	5	1
def create_dummy_object() in utils/check_dummies.py	7	3	2
def get_punctuation_tokens() in src/speechbox/restore.py	6	3	1
def __getattribute__() in src/speechbox/utils/import_utils.py	4	3	2
def find_backend() in utils/check_dummies.py	5	2	1
def convert_words() in src/speechbox/restore.py	6	2	2
def deps_list() in setup.py	2	2	1
def run() in setup.py	15	2	1
def __init__() in src/speechbox/restore.py	5	1	3
def to() in src/speechbox/restore.py	2	1	2
def from_pretrained() in src/speechbox/restore.py	4	1	2
def set_language() in src/speechbox/restore.py	2	1	2
def __call__() in src/speechbox/restore.py	6	1	0
def model_sampling_rate() in src/speechbox/restore.py	2	1	1
def __init__() in src/speechbox/utils/dummy_transformers_and_accelerate_and_scipy_objects.py	2	1	3
def from_config() in src/speechbox/utils/dummy_transformers_and_accelerate_and_scipy_objects.py	2	1	3
def from_pretrained() in src/speechbox/utils/dummy_transformers_and_accelerate_and_scipy_objects.py	2	1	3
def __init__() in src/speechbox/utils/dummy_transformers_and_torchaudio_and_pyannote_objects.py	2	1	3
def from_config() in src/speechbox/utils/dummy_transformers_and_torchaudio_and_pyannote_objects.py	2	1	3
def from_pretrained() in src/speechbox/utils/dummy_transformers_and_torchaudio_and_pyannote_objects.py	2	1	3
def is_transformers_available() in src/speechbox/utils/import_utils.py	2	1	0
def is_accelerate_available() in src/speechbox/utils/import_utils.py	2	1	0
def is_scipy_available() in src/speechbox/utils/import_utils.py	2	1	0
def is_pyannote_available() in src/speechbox/utils/import_utils.py	2	1	0
def is_torchaudio_available() in src/speechbox/utils/import_utils.py	2	1	0
def __init__() in src/speechbox/utils/dummy_transformers_objects.py	2	1	3
def from_config() in src/speechbox/utils/dummy_transformers_objects.py	2	1	3
def from_pretrained() in src/speechbox/utils/dummy_transformers_objects.py	2	1	3
def __init__() in src/speechbox/diarize.py	4	1	0
def from_pretrained() in src/speechbox/diarize.py	8	1	0
def __call__() in src/speechbox/diarize.py	5	1	0
def initialize_options() in setup.py	2	1	1
def finalize_options() in setup.py	2	1	1