GoogleCloudPlatform / cloud-dataplex - 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 86 units with 1,134 lines of code in units (37.1% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
3 medium complex units (88 lines of code)
17 simple units (416 lines of code)
66 very simple units (630 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 convertConfigToPayload() in datascan/bulk-creation-scripts/datascan.py	34	20	4
def convertConfigToPayload() in datascan/bulk-creation-scripts/dataquality /datascan.py	25	12	2
def convert_config_to_payload() in clouddq-migration/dataplex.py	29	12	1
def get_job_results() in datascan/python-api-sample-scripts/dq_get_job_results.py	66	10	0
def parseResponse() in datascan/bulk-creation-scripts/dataquality /datascan.py	67	10	1
def validateConfigFile() in datascan/bulk-creation-scripts/dataquality /lib.py	22	7	1
def validateCLI() in datascan/bulk-creation-scripts/dataquality /lib.py	12	7	3
def validateCLI() in datascan/bulk-creation-scripts/lib.py	12	7	3
def create_name() in managed-connectivity/sample-custom-connector/src/name_builder.py	25	7	5
def create_data_scan() in datascan/python-api-sample-scripts/dq_create_scan.py	83	6	0
def generate_rules() in datascan/terraform/rules/rules_parsing.py	18	6	2
def removeLineKeys() in datascan/bulk-creation-scripts/dataquality /lib.py	11	6	1
def validateConfigFields() in datascan/bulk-creation-scripts/dataquality /lib.py	9	6	1
def validateConfigFields() in datascan/bulk-creation-scripts/lib.py	9	6	1
def validateConfigFile() in datascan/bulk-creation-scripts/lib.py	18	6	1
def validateConfigFields() in clouddq-migration/lib.py	9	6	1
def removeLineKeys() in clouddq-migration/lib.py	11	6	1
def run() in managed-connectivity/sample-custom-connector/src/bootstrap.py	20	6	0
def choose_metadata_type_udf() in managed-connectivity/sample-custom-connector/src/entry_builder.py	8	6	1
def create_fqn() in managed-connectivity/sample-custom-connector/src/name_builder.py	16	6	5
def validateConfigFile() in clouddq-migration/lib.py	14	5	1
def unzip_and_read_yaml() in clouddq-migration/dataplex.py	21	5	2
def create_data_scan() in datascan/python-api-sample-scripts/profile_create_scan.py	30	4	0
def removeLineKeys() in datascan/bulk-creation-scripts/lib.py	8	4	1
def check_bucket_permission() in clouddq-migration/permission.py	18	4	1
def list_tasks() in clouddq-migration/dataplex.py	24	4	3
def create_parent_name() in managed-connectivity/sample-custom-connector/src/name_builder.py	9	4	4
def process_data_from_data_scan_job() in datascan/airflow/dq_runSync_evaluate_config_dag.py	9	3	1
def process_data_from_data_scan_job() in datascan/airflow/dq_fail_scan_if_not_passed_dag.py	9	3	1
def process_data_from_data_scan_job() in datascan/airflow/dq_create_runSync_evaluate_dag.py	9	3	1
def process_data_from_data_scan_job() in datascan/airflow/dq_runAsync_evaluate_dag.py	9	3	1
def get_yaml_data() in clouddq-migration/dataplex.py	20	3	4
def list_lakes() in clouddq-migration/dataplex.py	17	3	2
def get_dataset() in managed-connectivity/sample-custom-connector/src/oracle_connector.py	4	3	3
def write_jsonl() in managed-connectivity/sample-custom-connector/src/bootstrap.py	3	3	2
def _dict_factory() in managed-connectivity/sample-custom-connector/src/top_entry_builder.py	6	3	1
def convert_to_import_items() in managed-connectivity/sample-custom-connector/src/entry_builder.py	7	3	2
def build_dataset() in managed-connectivity/sample-custom-connector/src/entry_builder.py	45	3	4
def createDatascan() in datascan/bulk-creation-scripts/datascan.py	16	2	4
def getDatascan() in datascan/bulk-creation-scripts/datascan.py	10	2	3
def createDatascan() in datascan/bulk-creation-scripts/dataquality /datascan.py	16	2	4
def getDatascan() in datascan/bulk-creation-scripts/dataquality /datascan.py	12	2	3
def generateDataQualityRules() in datascan/bulk-creation-scripts/dataquality /datascan.py	11	2	3
def generateDataScanId() in datascan/bulk-creation-scripts/dataquality /lib.py	5	2	0
def convert() in datascan/bulk-creation-scripts/dataquality /main.py	6	2	4
def convert() in datascan/bulk-creation-scripts/main.py	6	2	4
def merge_configs() in clouddq-migration/lib.py	4	2	2
def create_datascan() in clouddq-migration/dataplex.py	19	2	4
def convert() in clouddq-migration/main.py	6	2	4
def _get_columns() in managed-connectivity/sample-custom-connector/src/oracle_connector.py	8	2	3