GoogleCloudPlatform / data-analytics-golden-demo

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 99 units with 2,801 lines of code in units (4.1% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
8 medium complex units (488 lines of code)
12 simple units (492 lines of code)
79 very simple units (1,821 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 get_clouddq_task_status() in cloud-composer/dags/sample-dataplex-run-data-quality.py	67	17	1
def get_clouddq_task_status() in cloud-composer/dags/sample-rideshare-run-data-quality.py	67	17	1
def attach_tag_template_to_columns() in cloud-composer/dags/sample-dataplex-run-data-quality.py	61	15	0
def attach_tag_template_to_columns() in cloud-composer/dags/sample-rideshare-run-data-quality.py	61	15	0
def run_postgres_sql() in cloud-composer/dags/sample-datastream-private-ip-generate-data.py	71	15	1
def run_postgres_sql() in cloud-composer/dags/sample-datastream-public-ip-generate-data.py	71	15	1
def run_postgres_sql() in cloud-composer/dags/sample-datastream-public-ip-deploy.py	45	13	1
def run_postgres_sql() in cloud-composer/dags/sample-datastream-private-ip-deploy.py	45	13	1
def entrypoint() in cloud-functions/rideshare-plus-rest-api/main.py	34	10	1
def attach_tag_template_to_table() in cloud-composer/dags/sample-dataplex-run-data-quality.py	45	9	0
def attach_tag_template_to_table() in cloud-composer/dags/sample-rideshare-run-data-quality.py	45	9	0
def wait_for_object_table() in deprecated-code/dags/sample-rideshare-object-table-delay.py	27	8	0
def ConvertTaxiData() in dataproc/convert_taxi_to_iceberg_create_tables.py	138	8	3
def bigquery_external_function() in cloud-functions/bigquery-external-function/main.py	21	7	1
def delete_spanner_instance() in cloud-composer/dags/sample-bigquery-stop-spanner.py	37	7	1
def delete_environment() in cloud-composer/dags/sample-dataplex-with-hms-deploy.py	26	7	1
def delete_environment() in cloud-composer/dags/sample-terraform-bucket-demo-deploy.py	26	7	1
def delete_environment() in cloud-composer/dags/sample-dataplex-deploy.py	26	7	1
def stop_dataflow_job() in cloud-composer/dags/sample-dataflow-stop-streaming-job.py	38	7	0
public IActionResult PredictSet() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/PredictController.cs	29	6	1
def taxi_zone_lookup() in cloud-functions/bigquery-external-function/main.py	18	4	1
def extract_text_uri() in cloud-functions/bigquery-external-function/main.py	28	4	1
def ExportTaxiData() in dataproc/export_taxi_data_from_bq_to_gcs.py	40	4	4
public IActionResult ConfigureGet() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/LLMController.cs	20	3	0
public IActionResult CustomerProfile() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/LLMController.cs	15	3	0
public IActionResult CustomerReviews() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/LLMController.cs	15	3	0
public IActionResult EmployeeProfile() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/LLMController.cs	15	3	0
public IActionResult EmployeeReviews() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/LLMController.cs	15	3	0
public IActionResult ConfigureGet() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/PredictController.cs	18	3	0
public IActionResult VisualizeGet() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/PredictController.cs	15	3	0
def localize_objects_uri() in cloud-functions/bigquery-external-function/main.py	16	3	1
def detect_labels_uri() in cloud-functions/bigquery-external-function/main.py	15	3	1
def detect_landmarks_uri() in cloud-functions/bigquery-external-function/main.py	15	3	1
def detect_logos_uri() in cloud-functions/bigquery-external-function/main.py	15	3	1
def get_streaming_data() in cloud-functions/rideshare-plus-rest-api/main.py	30	3	1
def get_configuration() in cloud-functions/rideshare-plus-rest-api/main.py	33	3	1
def download_and_upload_to_gcs() in cloud-composer/dags/step-01-taxi-data-download.py	14	3	6
def wait_for_data_fusion_provisioning() in cloud-composer/dags/sample-create-data-fusion.py	22	3	3
def ConvertTaxiData() in dataproc/convert_taxi_to_parquet.py	375	3	3
def write_spanner_manifest() in deprecated-code/dags/sample-bigquery-export-spanner-import.py	24	2	2
public IActionResult ConfigureSet() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/LLMController.cs	18	2	1
public IActionResult RideshareStraming() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/RestApiController.cs	17	2	0
public IActionResult ConfigureSet() in cloud-run/rideshare-plus-website/RidesharePlus/Controllers/PredictController.cs	12	2	1
public StreamingDataModel StreamingData() in cloud-run/rideshare-plus-website/RidesharePlus/Service/BigQueryService.cs	23	2	0
def run() in dataflow/streaming-taxi-data.py	25	2	2
def load_lookups() in cloud-functions/bigquery-external-function/main.py	273	2	0
def generate_predictions() in cloud-functions/rideshare-plus-rest-api/main.py	31	2	1
def save_configuration() in cloud-functions/rideshare-plus-rest-api/main.py	32	2	1
def write_spanner_manifest() in cloud-composer/dags/sample-bigquery-start-spanner.py	24	2	2
def write_deployment_file() in cloud-composer/dags/sample-dataplex-with-hms-deploy.py	13	2	1