GoogleCloudPlatform / cortex-data-foundation

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 1,316 units with 29,013 lines of code in units (11.7% of code).

0 very complex units (0 lines of code)
20 complex units (2,418 lines of code)
113 medium complex units (8,089 lines of code)
252 simple units (8,005 lines of code)
931 very simple units (10,501 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 validate() in src/k9/src/config_validator.py	150	48	1
def apply_all() in src/utils/interactive/apply_config.py	124	44	2
def validate() in src/marketing/src/config_validator.py	147	42	1
def configure() in src/utils/interactive/configure.py	429	41	6
def validate() in src/SAP/SAP_REPORTING/config_validator.py	117	39	1
def main() in src/OracleEBS/src/common/materializer/create_bq_object.py	98	38	0
def main() in src/marketing/src/common/materializer/create_bq_object.py	98	38	0
def main() in src/common/materializer/create_bq_object.py	98	38	0
def main() in src/SAP/SAP_REPORTING/common/materializer/create_bq_object.py	98	38	0
def main() in src/SAP/SAP_CDC/common/materializer/create_bq_object.py	98	38	0
def _should_skip_k9() in src/k9/src/deploy_k9.py	58	38	4
def main() in src/k9/src/meridian/src/common/materializer/create_bq_object.py	98	38	0
def main() in src/SFDC/src/common/materializer/create_bq_object.py	98	38	0
def deploy_k9() in src/OracleEBS/src/common/py_libs/k9_deployer.py	101	29	10
def deploy_k9() in src/marketing/src/common/py_libs/k9_deployer.py	101	29	10
def deploy_k9() in src/common/py_libs/k9_deployer.py	101	29	10
def deploy_k9() in src/SAP/SAP_REPORTING/common/py_libs/k9_deployer.py	101	29	10
def deploy_k9() in src/SAP/SAP_CDC/common/py_libs/k9_deployer.py	101	29	10
def deploy_k9() in src/k9/src/meridian/src/common/py_libs/k9_deployer.py	101	29	10
def deploy_k9() in src/SFDC/src/common/py_libs/k9_deployer.py	101	29	10
def validate_resources() in src/OracleEBS/src/common/py_libs/resource_validation_helper.py	104	24	2
def validate_resources() in src/marketing/src/common/py_libs/resource_validation_helper.py	104	24	2
def validate_resources() in src/common/py_libs/resource_validation_helper.py	104	24	2
def validate_resources() in src/SAP/SAP_REPORTING/common/py_libs/resource_validation_helper.py	104	24	2
def validate_resources() in src/SAP/SAP_CDC/common/py_libs/resource_validation_helper.py	104	24	2
def validate_resources() in src/k9/src/meridian/src/common/py_libs/resource_validation_helper.py	104	24	2
def validate_resources() in src/SFDC/src/common/py_libs/resource_validation_helper.py	104	24	2
def extract_ramp_ids_from_liveramp() in src/marketing/src/LiveRamp/src/pipelines/extract_data_from_liveramp.py	91	21	6
def request_fact_data() in src/marketing/src/Meta/src/raw/pipelines/helpers/meta_client.py	54	21	8
def main() in src/utils/interactive/main.py	115	20	1
def initialize_jinja_from_config() in src/OracleEBS/src/common/py_libs/jinja.py	203	19	1
def initialize_jinja_from_config() in src/marketing/src/common/py_libs/jinja.py	203	19	1
def initialize_jinja_from_config() in src/common/py_libs/jinja.py	203	19	1
def initialize_jinja_from_config() in src/SAP/SAP_REPORTING/common/py_libs/jinja.py	203	19	1
def initialize_jinja_from_config() in src/SAP/SAP_CDC/common/py_libs/jinja.py	203	19	1
def initialize_jinja_from_config() in src/k9/src/meridian/src/common/py_libs/jinja.py	203	19	1
def initialize_jinja_from_config() in src/SFDC/src/common/py_libs/jinja.py	203	19	1
def generate_code() in src/marketing/src/GoogleAds/src/py_libs/schema_generator.py	78	18	5
def main() in src/SAP/SAP_CDC/src/config_reader.py	66	18	0
def process_table() in src/SFDC/src/cdc_dag_generator/generate_dags.py	105	18	7
def main() in src/marketing/src/DV360/src/cdc/deploy_cdc_layer.py	124	17	0
def merge_from_dict() in src/OracleEBS/src/common/py_libs/config_spec.py	53	16	7
def validate_bq_materializer_settings() in src/OracleEBS/src/common/py_libs/bq_materializer.py	42	16	1
def merge_from_dict() in src/marketing/src/common/py_libs/config_spec.py	53	16	7
def validate_bq_materializer_settings() in src/marketing/src/common/py_libs/bq_materializer.py	42	16	1
def main() in src/marketing/src/GoogleAds/src/cdc/deploy_cdc_layer.py	126	16	0
def merge_from_dict() in src/common/py_libs/config_spec.py	53	16	7
def validate_bq_materializer_settings() in src/common/py_libs/bq_materializer.py	42	16	1
def merge_from_dict() in src/SAP/SAP_REPORTING/common/py_libs/config_spec.py	53	16	7
def validate_bq_materializer_settings() in src/SAP/SAP_REPORTING/common/py_libs/bq_materializer.py	42	16	1