JetBrains / nlc2cmd 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).

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Conditional Complexity Overall

There are 77 units with 1,030 lines of code in units (66.5% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
5 medium complex units (200 lines of code)
4 simple units (93 lines of code)
68 very simple units (737 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 get_examples() in find_examples_manpage_data.py	49	19	1
def generate_single_command() in generate_commands_from_synopsis.py	33	14	3
def get_options() in generate_commands_from_synopsis.py	54	13	3
def main() in preprocessing.py	41	12	3
def _clean_cmd() in preprocessing.py	23	11	1
def beam_search() in submission_code/tools.py	39	7	7
def update_graph() in generate_commands_from_synopsis.py	14	6	2
def main() in find_examples_manpage_data.py	20	6	1
def predict_many() in submission_code/infer.py	20	6	3
def add_utilities() in generate_commands_from_synopsis.py	14	5	2
def generate_commands() in generate_commands_from_synopsis.py	31	5	4
def predict() in submission_code/main.py	15	5	2
def train() in model_clf.py	54	4	3
def remove_args() in preprocessing.py	15	4	1
def train() in model_ctx.py	67	4	3
def clean_text() in submission_code/preprocessing.py	12	4	1
def predict_many() in submission_code/best_util.py	13	4	3
def build_flow() in augmentation/parse_config.py	10	4	1
def get_stopwords() in augmentation/parse_config.py	8	4	1
def number_of_required_arguments() in generate_commands_from_synopsis.py	2	3	1
def main() in generate_commands_from_synopsis.py	37	3	1
def __init__() in submission_code/tools.py	7	3	7
def jaccard_score() in augmentation/metrics.py	6	3	2
def jaccard_ngrams() in augmentation/metrics.py	13	3	4
def single_reference_sentence_bleu() in augmentation/metrics.py	10	3	3
def find_free_file() in augmentation/backtranslate.py	8	3	2
def build_chain_translation_augmenter() in augmentation/backtranslate.py	22	3	2
def count_elements_in_nested_sequence() in augmentation/utils.py	4	3	2
def find_free_file() in augmentation/utils.py	8	3	2
def select_utils() in model_clf.py	8	2	1
def collect_data() in preprocessing.py	29	2	2
def get_cmd_name() in generate_commands_from_synopsis.py	5	2	1
def make_ctx() in model_ctx.py	10	2	1
def __init__() in submission_code/best_ctx.py	14	2	5
def predict() in submission_code/best_ctx.py	8	2	4
def __init__() in submission_code/tools.py	26	2	3
def __init__() in submission_code/tools.py	5	2	7
def augment() in augmentation/filtering.py	8	2	4
def __init__() in augmentation/augmenters.py	9	2	14
def substitute() in augmentation/augmenters.py	22	2	2
def build_augmenter() in augmentation/parse_config.py	9	2	2
def build_filtration() in augmentation/parse_config.py	11	2	2
def read_original_data() in augmentation/backtranslate.py	9	2	2
def read_original_data() in augmentation/augment.py	9	2	2
def deepflatten_sequence() in augmentation/utils.py	11	2	2
def maybe_apply() in augmentation/utils.py	2	2	3
def clean_cmd() in preprocessing.py	5	1	1
def __init__() in find_examples_manpage_data.py	3	1	3
def handle_data() in find_examples_manpage_data.py	2	1	2
def check_query() in find_examples_manpage_data.py	2	1	1