GoogleCloudPlatform / evalbench - 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 279 units with 2,463 lines of code in units (35.3% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
6 medium complex units (215 lines of code)
23 simple units (431 lines of code)
250 very simple units (1,817 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 init_from_proto() in evalbench/dataset/evalinput.py	20	13	2
def _run_execute() in evalbench/databases/bigquery.py	49	12	3
def evaluate() in evalbench/evaluator/orchestrator.py	62	11	2
def compute_precision_recall() in evalbench/scorers/recallmatcher.py	34	11	3
def insert_data() in evalbench/databases/bigquery.py	34	11	4
def get_database() in evalbench/databases/__init__.py	16	11	2
def update_google3_relative_paths() in evalbench/util/config.py	17	10	2
def set_session_configs() in evalbench/util/config.py	21	10	2
def generate_ddl() in evalbench/databases/util.py	28	9	3
def _run_execute() in evalbench/databases/postgres.py	23	9	3
def _run_execute() in evalbench/databases/sqlite.py	26	9	3
def __init__() in evalbench/databases/db.py	20	8	2
def _run_execute() in evalbench/databases/mysql.py	20	8	3
def insert_data() in evalbench/databases/sqlserver.py	22	8	4
def _item_meets_config_filters() in evalbench/dataset/dataset.py	16	7	2
def get_generator() in evalbench/generators/models/__init__.py	19	7	3
def truncateExecutionOutputs() in evalbench/util/loghandler.py	21	7	2
def run() in evalbench/work/sqlgenwork.py	19	7	2
def convert_to_hashable() in evalbench/scorers/comparator.py	14	7	1
def _get_column_name_to_type_mapping() in evalbench/databases/bigquery.py	22	7	2
def breakdown_datasets() in evalbench/dataset/dataset.py	18	6	1
def _set_dialect_based_sql() in evalbench/dataset/evalinput.py	11	6	2
def main() in evalbench/evalbench.py	37	6	1
def convert_to_set() in evalbench/scorers/comparator.py	10	6	1
def take_n_uniques() in evalbench/scorers/llmrater.py	11	6	2
def resetup_database() in evalbench/databases/db.py	14	6	3
def insert_data() in evalbench/databases/mysql.py	14	6	4
def insert_data() in evalbench/databases/postgres.py	14	6	4
def insert_data() in evalbench/databases/sqlite.py	14	6	4
def copy_for_dialect() in evalbench/dataset/evalinput.py	12	5	2
def store() in evalbench/reporting/csv.py	22	5	3
def prune_resource_files() in evalbench/util/sessionmgr.py	12	5	2
def reaper() in evalbench/util/sessionmgr.py	13	5	1
def load_db_data_from_csvs() in evalbench/util/config.py	14	5	1
def _execute_queries() in evalbench/databases/mysql.py	9	5	3
def _execute_queries() in evalbench/databases/bigquery.py	10	5	3
def _execute_queries() in evalbench/databases/sqlserver.py	9	5	3
def _run_execute() in evalbench/databases/sqlserver.py	17	5	3
def _execute_queries() in evalbench/databases/sqlite.py	9	5	3
def drop_all_tables() in evalbench/databases/sqlite.py	11	5	1
def skip_database() in evalbench/evaluator/progress_reporter.py	15	4	3
def _prepare_db_queue_for_ddl() in evalbench/evaluator/db_manager.py	22	4	5
def load_dataset_from_json() in evalbench/dataset/dataset.py	13	4	2
def _get_dialect_based_sql() in evalbench/dataset/evalinput.py	7	4	1
def __init__() in evalbench/generators/models/generator.py	4	4	2
def generate_internal() in evalbench/generators/models/alloydb_ai_nl.py	10	4	2
def generate_internal() in evalbench/generators/models/gemini.py	15	4	2
def get_gcp_project() in evalbench/util/gcp.py	8	4	1
def get_gcp_region() in evalbench/util/gcp.py	8	4	1
def _load_setup_sql() in evalbench/util/config.py	8	4	1