mozilla / smart-tab-grouping - 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 274 units with 3,268 lines of code in units (25.1% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
11 medium complex units (614 lines of code)
21 simple units (571 lines of code)
242 very simple units (2,083 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 print_results() in src/tab_grouping_streamlit.py	102	19	7
def get_labeled_dataset() in src/jobs/util/labeled_data_utils.py	58	18	1
def get_labeled_dataset() in src/util/labeled_data_utils.py	58	18	1
def preprocess_text() in src/suggest_cls_streamlit.py	10	13	1
def main() in src/suggest_cls_streamlit.py	88	13	0
def generate_best_cluster_model() in src/jobs/util/grouping_pipeline.py	40	12	6
def shorten_single_topic() in src/jobs/util/shorten_topic_length.py	45	12	2
def generate_best_cluster_model() in src/util/grouping_pipeline.py	40	12	6
def shorten_single_topic() in src/util/shorten_topic_length.py	45	12	2
def preprocess_url() in src/suggest_cls_streamlit.py	22	11	1
def train() in src/jobs/tune_t5.py	106	11	1
def sweep_params() in src/jobs/util/grouping_pipeline.py	31	10	0
def sweep_params() in src/util/grouping_pipeline.py	31	10	0
def compute_aligned_topics() in src/tab_grouping_streamlit.py	28	9	3
def generic_query() in src/jobs/util/language_model.py	27	9	5
def silhouette_score_manual() in src/jobs/util/silhouette.py	26	9	2
def train() in src/jobs/distill_t5.py	90	9	1
def generic_query() in src/util/language_model.py	27	9	5
def silhouette_score_manual() in src/util/silhouette.py	26	9	2
def get_classifications() in src/suggest_cls_streamlit.py	40	8	5
def get_browse_group_from_history() in src/jobs/util/labeled_data_utils.py	18	8	1
def get_browse_group_from_history() in src/util/labeled_data_utils.py	18	8	1
def main() in src/embeddings_streamlit.py	38	7	0
def get_environment_name() in src/jobs/util/secrets.py	13	7	0
def find_domain() in src/jobs/util/labeled_data_utils.py	18	7	2
def get_environment_name() in src/util/secrets.py	13	7	0
def find_domain() in src/util/labeled_data_utils.py	18	7	2
def gen_data_for_archetype() in src/gen_annotation_data.py	23	7	5
def run_pipeline() in src/jobs/util/grouping_pipeline.py	32	6	4
def pluralize_single_word() in src/jobs/util/shorten_topic_length.py	11	6	3
def run_pipeline() in src/util/grouping_pipeline.py	32	6	4
def pluralize_single_word() in src/util/shorten_topic_length.py	11	6	3
def load_all_windows() in src/suggest_cls_streamlit.py	15	5	0
def remove_and() in src/cleanup_ml_gen.py	10	5	1
def preprocess() in src/embeddings_streamlit.py	8	5	1
def create_trainer_for_config() in src/jobs/TuneGenTopicModel.py	11	5	2
def is_kubernetes_environment() in src/jobs/util/secrets.py	5	5	0
def get_doc_name() in src/jobs/util/labeled_data_utils.py	10	5	1
def get_keywords_and_topics() in src/jobs/util/key_document_finder.py	16	5	1
def is_kubernetes_environment() in src/util/secrets.py	5	5	0
def get_doc_name() in src/util/labeled_data_utils.py	10	5	1
def get_keywords_and_topics() in src/util/key_document_finder.py	16	5	1
def get_subtopics_with_prefixes() in src/gen_annotation_data.py	10	5	2
def build_data() in src/gen_annotation_data.py	12	5	3
def get_meta_info_for_task() in src/tab_title_tuning_data.py	15	4	4
def compute_training_data_for_tests() in src/tab_title_tuning_data.py	26	4	4
def gen_data_single_document() in src/tab_title_tuning_data.py	10	4	3
def decipher_categories_to_set() in src/tab_grouping_streamlit.py	10	4	1
def train() in src/jobs/tune_bart.py	97	4	1
def cleanup_wandb_args() in src/jobs/TuneGenTopicModel.py	8	4	1