GoogleCloudPlatform / aef-data-model - 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).

Conditional Complexity Overall

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

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 18 most complex units

Unit	# lines	McCabe index	# params
def run_deploy_data_mesh() in cicd-deployers/metadata_deployer.py	32	6	6
def run_sql_queries_from_gcs() in cicd-deployers/bigquery_ddl_runner.py	16	6	7
def list_sqlx_files() in cicd-deployers/iam_metadata_extractor.py	15	6	1
def get_workflow_status() in cicd-deployers/dataform_runner.py	17	5	1
def validate_service_account() in cicd-deployers/dataform_runner.py	17	5	3
def add_lines_to_file() in cicd-deployers/metadata_deployer.py	16	4	2
def extract_config_name() in cicd-deployers/dataform_runner.py	13	3	1
def extract_iam_metadata() in cicd-deployers/dataform_runner.py	15	3	1
def extract_iam_metadata() in cicd-deployers/iam_metadata_extractor.py	20	3	1
def run_workflow() in cicd-deployers/dataform_runner.py	8	2	7
def main() in cicd-deployers/dataform_runner.py	46	2	1
def write_json_file() in cicd-deployers/metadata_deployer.py	27	1	3
def main() in cicd-deployers/metadata_deployer.py	26	1	1
def execute_workflow() in cicd-deployers/dataform_runner.py	15	1	3
def compile_workflow() in cicd-deployers/dataform_runner.py	11	1	2
def replace_variables_in_query() in cicd-deployers/bigquery_ddl_runner.py	6	1	5
def main() in cicd-deployers/bigquery_ddl_runner.py	41	1	1
def main() in cicd-deployers/iam_metadata_extractor.py	17	1	1