aws / sagemaker-distribution - 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 107 units with 1,349 lines of code in units (12.1% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
3 medium complex units (94 lines of code)
9 simple units (193 lines of code)
95 very simple units (1,062 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_image_size_report() in src/package_report.py	52	13	4
def _copy_static_files() in src/main.py	19	11	4
def derive_changeset() in src/utils.py	23	11	3
def _get_package_versions_in_upstream() in src/package_report.py	29	10	2
def generate_package_size_report() in src/package_report.py	24	9	1
def _create_new_version_artifacts() in src/main.py	25	9	1
def _delete_all_files_except_additional_packages_input_files() in src/main.py	15	8	2
def _get_version_tags() in src/main.py	14	8	2
def pull_conda_package_metadata() in src/utils.py	17	7	2
def generate_release_notes() in src/release_notes_generator.py	25	6	1
def generate_change_log() in src/changelog_generator.py	26	6	2
def generate_package_dependency_report() in src/package_report.py	18	6	1
def _generate_python_package_dependency_report() in src/package_report.py	16	5	3
def create_and_get_semver_dir() in src/main.py	11	5	2
def create_markdown_table() in src/utils.py	12	5	2
def _load_inference_handler() in template/v3/dirs/etc/sagemaker-inference-server/tornado_server/server.py	27	5	1
def _load_inference_handler() in build_artifacts/v3/v3.0/v3.0.0/dirs/etc/sagemaker-inference-server/tornado_server/server.py	27	5	1
def _get_installed_packages() in src/release_notes_generator.py	13	4	2
def _get_package_to_image_type_mapping() in src/release_notes_generator.py	10	4	1
def _validate_new_package_size() in src/package_report.py	26	4	4
def get_image_size() in src/package_report.py	19	4	3
def _get_dependency_upper_bound_for_semver() in src/dependency_upgrader.py	10	4	2
def _get_dependency_upper_bound_for_pythonesque() in src/dependency_upgrader.py	10	4	2
def _get_config_for_image() in src/main.py	7	4	3
def get_semver() in src/utils.py	9	4	1
def _install_runtime_requirements() in template/v3/dirs/etc/sagemaker-inference-server/tornado_server/server.py	16	4	1
def _install_runtime_requirements() in build_artifacts/v3/v3.0/v3.0.0/dirs/etc/sagemaker-inference-server/tornado_server/server.py	16	4	1
def _get_dependency_upper_bound_for_runtime_upgrade() in src/dependency_upgrader.py	7	3	3
def build_images() in src/main.py	11	3	1
def _get_ecr_credentials() in src/main.py	7	3	2
def get_match_specs() in src/utils.py	7	3	1
def sizeof_fmt() in src/utils.py	6	3	1
def check_blueprint() in template/v2/dirs/etc/sagemaker-ui/workflows/workflow_client.py	15	3	4
def serve() in template/v3/dirs/etc/sagemaker-inference-server/tornado_server/server.py	11	3	1
def check_blueprint() in build_artifacts/v2/v2.6/v2.6.0/dirs/etc/sagemaker-ui/workflows/workflow_client.py	11	3	4
def serve() in build_artifacts/v3/v3.0/v3.0.0/dirs/etc/sagemaker-inference-server/tornado_server/server.py	11	3	1
def _get_image_type_package_metadata() in src/release_notes_generator.py	7	2	2
def generate_package_staleness_report() in src/package_report.py	11	2	1
def _push_images_upstream() in src/main.py	8	2	3
def _test_local_images() in src/main.py	11	2	2
def _get_next_version() in src/main.py	5	2	2
def get_arg_parser() in src/main.py	116	2	0
def parse_args() in src/main.py	6	2	1
def get_dir_for_version() in src/utils.py	9	2	1
def is_exists_dir_for_version() in src/utils.py	3	2	2
def _validate_response() in template/v2/dirs/etc/sagemaker-ui/workflows/workflow_client.py	5	2	2
def main() in template/v2/dirs/etc/sagemaker-ui/workflows/workflow_client.py	24	2	0
def __init__() in template/v3/dirs/etc/sagemaker-inference-server/tornado_server/server.py	10	2	1
def _validate_response() in build_artifacts/v2/v2.5/v2.5.0/dirs/etc/sagemaker-ui/workflows/workflow_client.py	7	2	2
def main() in build_artifacts/v2/v2.5/v2.5.0/dirs/etc/sagemaker-ui/workflows/workflow_client.py	20	2	0