GoogleCloudPlatform / marketing-analytics-jumpstart

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 131 units with 1,631 lines of code in units (4.8% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
3 medium complex units (177 lines of code)
8 simple units (174 lines of code)
120 very simple units (1,280 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 compile_automl_tabular_pipeline() in python/pipelines/pipeline_ops.py	63	18	9
def bq_select_best_kmeans_model() in python/pipelines/components/bigquery/component.py	88	15	9
def apply_config_parameters_to_all_tables() in tasks.py	26	11	2
def check_view_exists() in python/lookerstudio/lookerstudio_deployment.py	14	10	1
def main() in python/lookerstudio/lookerstudio_deployment.py	16	10	0
def subscribe() in python/function/trigger_activation/main.py	39	9	1
def parse_config() in python/lookerstudio/lookerstudio_deployment.py	18	8	1
def _create_auto_audience_segmentation_full_dataset_preparation_procedure() in python/pipelines/components/bigquery/component.py	23	7	9
def gcs_read_file() in python/activation/main.py	12	6	2
def entry() in python/ga4_setup/setup.py	43	6	0
def _determine_local_import_names() in tasks.py	9	6	1
def check_extention() in python/base_component_image/build-push.py	13	5	2
def schedule_pipeline() in python/pipelines/pipeline_ops.py	54	5	16
def get_schedules() in python/pipelines/pipeline_ops.py	17	5	3
def pause_schedule() in python/pipelines/pipeline_ops.py	23	5	3
def apply_config_parameters_to_all_procedures() in tasks.py	15	5	2
def apply_config_parameters_to_all_datasets() in tasks.py	15	5	2
def apply_config_parameters_to_all_queries() in tasks.py	15	5	2
def add_data_source() in python/lookerstudio/lookerstudio_deployment.py	7	4	1
def execute_query_with_retries() in python/pipelines/components/bigquery/component.py	9	4	1
def _objective() in python/pipelines/components/python/component.py	16	4	1
def _objective() in python/pipelines/components/python/component.py	16	4	1
def run_pipeline_from_func() in python/pipelines/pipeline_ops.py	36	4	17
def _extract_schema_from_bigquery() in python/pipelines/pipeline_ops.py	23	4	4
def delete_schedules() in python/pipelines/pipeline_ops.py	19	4	3
def extract_user_properties() in python/activation/main.py	6	4	2
def extract_event() in python/activation/main.py	9	4	2
def rename_existing_ga4_custom_events() in python/ga4_setup/setup.py	6	4	3
def rename_existing_ga4_custom_dimensions() in python/ga4_setup/setup.py	6	4	3
def check_extention() in python/pipelines/scheduler.py	7	3	2
def check_extention() in python/pipelines/uploader.py	7	3	2
def generate_auto_transformation() in python/pipelines/pipeline_ops.py	7	3	1
def read_custom_transformation_file() in python/pipelines/pipeline_ops.py	10	3	1
def compile_pipeline() in python/pipelines/pipeline_ops.py	26	3	9
def process() in python/activation/main.py	26	3	2
def date_to_micro() in python/activation/main.py	5	3	2
def run() in python/activation/main.py	64	3	1
def get_measurement_protocol_secret_value() in python/ga4_setup/setup.py	9	3	3
def create_custom_events() in python/ga4_setup/setup.py	7	3	1
def load_existing_ga4_custom_events() in python/ga4_setup/setup.py	7	3	1
def create_custom_dimensions_for() in python/ga4_setup/setup.py	6	3	4
def load_existing_ga4_custom_dimensions() in python/ga4_setup/setup.py	7	3	1
def retry_if_exception_type() in python/pipelines/components/bigquery/component.py	9	2	1
def is_new_metric_better() in python/pipelines/components/vertex/component.py	2	2	3
def is_new_metric_better() in python/pipelines/components/vertex/component.py	2	2	3
def _create_gcs_bucket() in python/pipelines/components/python/component.py	10	2	1
def prediction_pl() in python/pipelines/segmentation_pipelines.py	12	2	0
def get_bucket_name_and_path() in python/pipelines/pipeline_ops.py	6	2	1
def write_auto_transformations() in python/pipelines/pipeline_ops.py	6	2	2
def get_gcp_bearer_token() in python/pipelines/pipeline_ops.py	5	2	0