GoogleCloudPlatform / automlops - 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 71 units with 1,676 lines of code in units (73.0% of code).

0 very complex units (0 lines of code)
1 complex units (156 lines of code)
4 medium complex units (214 lines of code)
16 simple units (564 lines of code)
50 very simple units (742 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 generate() in google_cloud_automlops/AutoMLOps.py	156	31	35
def precheck_deployment_requirements() in google_cloud_automlops/utils/utils.py	123	23	1
def __init__() in google_cloud_automlops/provisioning/pulumi.py	19	15	2
def __init__() in google_cloud_automlops/provisioning/base.py	29	14	2
def git_workflow() in google_cloud_automlops/utils/utils.py	43	12	0
def monitor() in google_cloud_automlops/AutoMLOps.py	46	10	12
def get_required_apis() in google_cloud_automlops/utils/utils.py	23	9	1
def check_installation_versions() in google_cloud_automlops/utils/utils.py	28	9	1
def resources_generation_manifest() in google_cloud_automlops/utils/utils.py	38	9	1
def build() in google_cloud_automlops/orchestration/kfp.py	100	9	3
def _get_required_apis() in google_cloud_automlops/provisioning/base.py	23	9	1
def validate_use_ci() in google_cloud_automlops/utils/utils.py	12	8	5
def create_default_config() in google_cloud_automlops/utils/utils.py	86	8	28
def deploy() in google_cloud_automlops/AutoMLOps.py	23	8	2
def _create_component_base_requirements() in google_cloud_automlops/orchestration/kfp.py	52	8	1
def get_provision_min_permissions() in google_cloud_automlops/utils/utils.py	24	7	1
def get_provision_recommended_roles() in google_cloud_automlops/utils/utils.py	20	7	1
def get_deploy_with_precheck_min_permissions() in google_cloud_automlops/utils/utils.py	19	7	1
def get_deploy_with_precheck_recommended_roles() in google_cloud_automlops/utils/utils.py	19	7	1
def build() in google_cloud_automlops/orchestration/kfp.py	38	7	1
def get_pipeline_components() in google_cloud_automlops/orchestration/base.py	13	6	3
def account_permissions_warning() in google_cloud_automlops/utils/utils.py	20	5	2
def __init__() in google_cloud_automlops/orchestration/base.py	17	5	3
def _get_function_return_types() in google_cloud_automlops/orchestration/base.py	16	5	1
def stringify_job_spec_list() in google_cloud_automlops/utils/utils.py	14	4	1
def __init__() in google_cloud_automlops/deployments/base.py	11	4	1
def provision() in google_cloud_automlops/AutoMLOps.py	11	4	1
def _get_function_parameters() in google_cloud_automlops/orchestration/base.py	18	4	1
def make_dirs() in google_cloud_automlops/utils/utils.py	6	3	1
def execute_process() in google_cloud_automlops/utils/utils.py	10	3	2
def coalesce() in google_cloud_automlops/utils/utils.py	5	3	1
def maybe_strip_optional_from_annotation() in google_cloud_automlops/orchestration/base.py	5	3	2
def __init__() in google_cloud_automlops/orchestration/base.py	19	3	5
def build() in google_cloud_automlops/orchestration/base.py	12	3	1
def _build_monitoring() in google_cloud_automlops/orchestration/kfp.py	19	3	1
def build() in google_cloud_automlops/provisioning/terraform.py	152	3	1
def read_yaml_file() in google_cloud_automlops/utils/utils.py	8	2	1
def write_yaml_file() in google_cloud_automlops/utils/utils.py	7	2	3
def read_file() in google_cloud_automlops/utils/utils.py	8	2	1
def write_file() in google_cloud_automlops/utils/utils.py	7	2	3
def write_and_chmod() in google_cloud_automlops/utils/utils.py	7	2	2
def delete_file() in google_cloud_automlops/utils/utils.py	5	2	1
def is_component_config() in google_cloud_automlops/utils/utils.py	4	2	1
def get_function_source_definition() in google_cloud_automlops/utils/utils.py	11	2	1
def get_deploy_without_precheck_min_permissions() in google_cloud_automlops/utils/utils.py	5	2	1
def get_deploy_without_precheck_recommended_roles() in google_cloud_automlops/utils/utils.py	5	2	1
def get_model_monitoring_min_permissions() in google_cloud_automlops/utils/utils.py	10	2	1
def get_model_monitoring_recommended_roles() in google_cloud_automlops/utils/utils.py	5	2	1
def build() in google_cloud_automlops/deployments/cloudbuild.py	16	2	1
def deprovision() in google_cloud_automlops/AutoMLOps.py	6	2	0