mozilla / smart_search - 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 76 units with 811 lines of code in units (13.2% 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)
14 simple units (258 lines of code)
62 very simple units (553 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 main() in src/kg_validator.py	49	10	2
def run_history_in_vector_db() in evaluation_pipeline/retrieval.py	29	8	3
def calc_ndcg() in evaluation_pipeline/evaluation.py	10	8	5
def calc_ndcg() in src/metrics.py	10	8	5
def mean_pooling() in src/feature_extractor.py	16	8	2
def eval_pipeline() in evaluation_pipeline/evaluation.py	30	7	4
def _extract_keyword_entities_rltn_score() in src/entity_relation_scorer.py	12	7	6
def get_combined_texts_uniform_k() in evaluation_pipeline/evaluation.py	9	6	2
def visualize_embeddings() in evaluation_pipeline/evaluation.py	23	6	2
def get_ers_data() in src/entity_relation_scorer.py	18	6	1
def extract_tags_for_queries() in src/kg.py	11	6	1
def infer_topics() in src/kg.py	13	6	2
def extract_tags_batch() in src/kg_builder.py	12	6	1
def perform_traditional_evals() in src/kg_validator.py	16	6	5
def create_ground_truth() in evaluation_pipeline/retrieval.py	13	5	2
def calc_average_precision() in evaluation_pipeline/evaluation.py	13	5	3
def _extract_path_info_entities_rltn_score() in src/entity_relation_scorer.py	6	5	5
def _extract_tags_entities_rltn_score() in src/entity_relation_scorer.py	6	5	5
def calc_average_precision() in src/metrics.py	13	5	3
def get_embeddings() in src/feature_extractor.py	21	5	2
def fetch_entity_relations_with_keywords() in src/kg.py	9	5	4
def create_embeddings() in evaluation_pipeline/retrieval.py	17	4	3
def convert_dict_to_df() in evaluation_pipeline/retrieval.py	24	4	6
def _extract_topics_entities_rltn_score() in src/entity_relation_scorer.py	6	4	5
def generate_topics() in src/kg_builder.py	15	4	2
def format_size() in evaluation_pipeline/retrieval.py	5	3	1
def create_embeddings_table_in_vector_db() in evaluation_pipeline/retrieval.py	15	3	4
def get_table_size() in evaluation_pipeline/retrieval.py	10	3	2
def load_ground_truth_from_golden() in evaluation_pipeline/retrieval.py	11	3	2
def run_retrieval() in evaluation_pipeline/retrieval.py	10	3	6
def calc_reciprocal_rank() in evaluation_pipeline/evaluation.py	5	3	2
def __init__() in src/llm_judge.py	17	3	1
def calc_reciprocal_rank() in src/metrics.py	5	3	2
def __init__() in src/feature_extractor.py	15	3	3
def extract_features() in src/feature_extractor.py	10	3	2
def process_golden_queries() in evaluation_pipeline/retrieval.py	4	2	1
def query_and_result() in evaluation_pipeline/retrieval.py	7	2	6
def load_history_in_db() in evaluation_pipeline/retrieval.py	10	2	2
def main() in evaluation_pipeline/retrieval.py	14	2	6
def convert_to_list() in evaluation_pipeline/evaluation.py	6	2	1
def run_llm_judge() in evaluation_pipeline/evaluation.py	15	2	5
def wandb_logging() in evaluation_pipeline/evaluation.py	12	2	2
def _extract_domain_entities_rltn_score() in src/entity_relation_scorer.py	4	2	5
def evaluation_prompt() in src/llm_judge.py	37	2	4
def log_performance() in evaluation_pipeline/retrieval.py	14	1	1
def process_history() in evaluation_pipeline/retrieval.py	9	1	2
def create_db() in evaluation_pipeline/retrieval.py	10	1	0
def serialize_f32() in evaluation_pipeline/retrieval.py	2	1	1
def calc_precision_at_k() in evaluation_pipeline/evaluation.py	4	1	3
def calc_recall_at_k() in evaluation_pipeline/evaluation.py	4	1	3