GoogleCloudPlatform / cortex-dag-generator

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 164 units with 3,607 lines of code in units (4.1% of code).

0 very complex units (0 lines of code)
2 complex units (199 lines of code)
16 medium complex units (1,085 lines of code)
34 simple units (1,009 lines of code)
112 very simple units (1,314 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 main() in common/materializer/create_bq_object.py	98	38	0
def deploy_k9() in common/py_libs/k9_deployer.py	101	29	10
def validate_resources() in common/py_libs/resource_validation_helper.py	104	24	2
def initialize_jinja_from_config() in common/py_libs/jinja.py	203	19	1
def main() in src/config_reader.py	66	18	0
def merge_from_dict() in common/py_libs/config_spec.py	53	16	7
def validate_bq_materializer_settings() in common/py_libs/bq_materializer.py	42	16	1
def _list_resources() in common/data_mesh/src/data_mesh_client.py	42	15	3
def load_tables() in common/py_libs/bq_helper.py	60	15	10
def _get_updated_schema() in common/data_mesh/src/data_mesh_client.py	39	14	9
def main() in common/data_mesh/deploy_data_mesh.py	104	13	1
def validate_partition_details() in src/generate_query.py	46	13	2
def _parse_args() in common/materializer/generate_build_files.py	94	12	0
def main() in common/materializer/generate_build_files.py	58	12	0
def validate_partition_details() in common/py_libs/bq_materializer.py	39	12	1
def _simple_process_and_upload() in common/py_libs/k9_deployer.py	50	12	7
def generate_cdc_dag_files() in src/generate_query.py	67	12	6
def get_task_deps() in common/materializer/dependent_dags.py	18	11	1
def _validate_config_resources() in common/init_deployment_config.py	52	10	2
def create_table() in common/materializer/generate_assets.py	43	10	5
def _load_table_annotations() in common/annotations_loader.py	38	10	3
def _should_overwrite() in common/data_mesh/src/data_mesh_client.py	15	10	4
def _maybe_set_policy_tag() in common/data_mesh/src/data_mesh_client.py	50	10	5
def validate_table_setting() in common/py_libs/bq_materializer.py	19	10	1
def main() in common/materializer/generate_dependent_dags.py	74	9	1
def get_request_type() in common/data_mesh/src/data_mesh_types_util.py	22	9	2
def create_cdc_table_from_raw_table() in common/py_libs/cdc.py	29	9	6
def _create_build_files() in common/materializer/generate_build_files.py	53	8	10
def _generate_dag_file() in common/materializer/dependent_dags.py	66	8	6
def create_catalog_tag() in common/data_mesh/src/data_mesh_client.py	27	8	8
def create_catalog_tags() in common/data_mesh/src/data_mesh_client.py	36	8	3
def validate_partition_columns() in common/py_libs/bq_materializer.py	24	8	2
def remove_null_fields() in common/py_libs/yaml_util.py	14	8	1
def main() in common/create_test_harness.py	64	8	1
def create_cdc_table() in common/py_libs/cdc.py	23	7	6
def _wait_for_bq_jobs() in common/py_libs/bq_helper.py	17	7	3
def label_dataset() in common/py_libs/bq_helper.py	21	7	2
def validate_table_config() in src/generate_query.py	16	7	1
def get_validated_load_freq() in common/materializer/dependent_dags.py	22	6	2
def create_dep_dag() in common/materializer/dependent_dags.py	29	6	4
def create_dep_dags() in common/materializer/dependent_dags.py	15	6	3
def generate_dag_files() in common/materializer/generate_assets.py	41	6	10
def get_materializer_settings() in common/materializer/generate_assets.py	23	6	1
def _delete_resource() in common/data_mesh/src/data_mesh_client.py	22	6	4
def _create_resource() in common/data_mesh/src/data_mesh_client.py	32	6	4
def _make_ready_to_create() in common/data_mesh/src/data_mesh_client.py	17	6	4
def _is_matching_policy() in common/data_mesh/src/data_mesh_client.py	15	6	4
def _get_matching_asset_policies() in common/data_mesh/src/data_mesh_client.py	19	6	3
def _get_value_as_type() in common/py_libs/config_spec.py	13	6	2
def from_dict() in common/py_libs/config_spec.py	21	6	2