aws / sagemaker-core - 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 177 units with 2,395 lines of code in units (25.1% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
11 medium complex units (521 lines of code)
26 simple units (850 lines of code)
140 very simple units (1,024 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_class_attributes() in src/sagemaker_core/tools/resources_codegen.py	68	23	3
def _extract_resource_plan_as_dataframe() in src/sagemaker_core/tools/resources_extractor.py	85	23	1
def s3_path_join() in src/sagemaker_core/helper/session_helper.py	31	21	2
def _evaluate_list_type() in src/sagemaker_core/main/code_injection/codec.py	27	18	2
def __next__() in src/sagemaker_core/main/utils.py	35	17	1
def generate_shape_members() in src/sagemaker_core/tools/shapes_extractor.py	45	15	3
def generate_method() in src/sagemaker_core/tools/resources_codegen.py	103	13	3
def _evaluate_map_type() in src/sagemaker_core/main/code_injection/codec.py	34	12	2
def _get_resource_members_and_string_body() in src/sagemaker_core/tools/resources_codegen.py	30	12	4
def _get_dict_with_default_configurable_attributes() in src/sagemaker_core/tools/resources_codegen.py	31	12	2
def _extract_resources_plan() in src/sagemaker_core/tools/resources_extractor.py	32	12	1
def ready() in src/sagemaker_core/main/logs.py	33	10	1
def generate_update_method() in src/sagemaker_core/tools/resources_codegen.py	50	10	3
def get_shapes_dag() in src/sagemaker_core/tools/shapes_extractor.py	31	10	1
def transform() in src/sagemaker_core/main/code_injection/codec.py	28	9	3
def serialize() in src/sagemaker_core/main/utils.py	11	9	1
def generate_additional_get_all_method() in src/sagemaker_core/tools/resources_codegen.py	80	9	3
def generate_get_all_method() in src/sagemaker_core/tools/resources_codegen.py	86	9	2
def build_graph() in src/sagemaker_core/tools/shapes_codegen.py	19	9	1
def upload_data() in src/sagemaker_core/helper/session_helper.py	32	9	6
def load_default_configs() in src/sagemaker_core/main/intelligent_defaults_helper.py	35	8	2
def is_snake_case() in src/sagemaker_core/main/utils.py	12	8	1
def __init__() in src/sagemaker_core/tools/resources_codegen.py	21	8	2
def generate_create_method() in src/sagemaker_core/tools/resources_codegen.py	69	8	3
def _generate_doc_string_for_shape() in src/sagemaker_core/tools/shapes_codegen.py	18	8	2
def _filter_input_output_shapes() in src/sagemaker_core/tools/shapes_codegen.py	14	8	2
def get_caller_identity_arn() in src/sagemaker_core/helper/session_helper.py	58	8	1
def get_user_agent_extra_suffix() in src/sagemaker_core/main/user_agent.py	9	7	0
def generate_wait_method() in src/sagemaker_core/tools/resources_codegen.py	42	7	2
def generate_config_schema() in src/sagemaker_core/tools/resources_codegen.py	50	7	1
def _filter_actions_for_resources() in src/sagemaker_core/tools/resources_extractor.py	14	7	2
def _evaluate_list_type() in src/sagemaker_core/tools/shapes_extractor.py	22	7	3
def _get_inferred_s3_uri() in src/sagemaker_core/main/intelligent_defaults_helper.py	24	6	2
def generate_wait_for_delete_method() in src/sagemaker_core/tools/resources_codegen.py	26	6	2
def _get_status_chain_and_states() in src/sagemaker_core/tools/resources_extractor.py	17	6	3
def topological_sort() in src/sagemaker_core/tools/shapes_codegen.py	15	6	1
def _evaluate_map_type() in src/sagemaker_core/tools/shapes_extractor.py	34	6	3
def get_latest_log_events() in src/sagemaker_core/main/logs.py	17	5	1
def __init__() in src/sagemaker_core/main/code_injection/base.py	19	5	3
def get_config_value() in src/sagemaker_core/main/intelligent_defaults_helper.py	9	5	3
def _fetch_shape_errors_and_doc_strings() in src/sagemaker_core/tools/resources_codegen.py	14	5	2
def fetch_shape_members_and_doc_strings() in src/sagemaker_core/tools/shapes_extractor.py	11	5	3
def create_bucket_for_not_exist_error() in src/sagemaker_core/helper/session_helper.py	17	5	4
def get_execution_role() in src/sagemaker_core/helper/session_helper.py	40	5	2
def _load_config_from_s3() in src/sagemaker_core/main/intelligent_defaults_helper.py	19	4	2
def _serialize_shape() in src/sagemaker_core/main/utils.py	7	4	1
def _get_resouce_attributes_and_documentation() in src/sagemaker_core/tools/resources_codegen.py	13	4	3
def generate_import_method() in src/sagemaker_core/tools/resources_codegen.py	30	4	2
def _get_failure_reason_ref() in src/sagemaker_core/tools/resources_codegen.py	7	4	2
def _get_instance_count_ref() in src/sagemaker_core/tools/resources_codegen.py	8	4	2