aws / sagemaker-image-builder - 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 44 units with 574 lines of code in units (66.7% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
1 medium complex units (23 lines of code)
9 simple units (187 lines of code)
34 very simple units (364 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 44 most complex units

Unit	# lines	McCabe index	# params
def _derive_changeset() in sagemaker_image_builder/changelog_generator.py	23	11	3
def _get_package_versions_in_upstream() in sagemaker_image_builder/package_report.py	29	10	2
def _create_new_version_artifacts() in sagemaker_image_builder/main.py	27	9	1
def _copy_static_files() in sagemaker_image_builder/main.py	15	9	4
def generate_package_size_report() in sagemaker_image_builder/package_report.py	25	8	1
def _delete_all_files_except_additional_packages_input_files() in sagemaker_image_builder/main.py	14	8	2
def _get_version_tags() in sagemaker_image_builder/main.py	14	8	2
def generate_release_notes() in sagemaker_image_builder/release_notes_generator.py	25	6	2
def generate_change_log() in sagemaker_image_builder/changelog_generator.py	26	6	2
def pull_conda_package_metadata() in sagemaker_image_builder/utils.py	12	6	2
def create_and_get_semver_dir() in sagemaker_image_builder/main.py	11	5	3
def create_markdown_table() in sagemaker_image_builder/utils.py	12	5	2
def dump_conda_package_metadata() in sagemaker_image_builder/utils.py	16	5	1
def _get_installed_packages() in sagemaker_image_builder/release_notes_generator.py	13	4	2
def _get_package_to_image_type_mapping() in sagemaker_image_builder/release_notes_generator.py	10	4	1
def _validate_new_package_size() in sagemaker_image_builder/package_report.py	26	4	4
def _validate_new_package_size() in sagemaker_image_builder/package_report.py	26	4	4
def _get_dependency_upper_bound_for_semver() in sagemaker_image_builder/dependency_upgrader.py	10	4	2
def _get_dependency_upper_bound_for_pythonesque() in sagemaker_image_builder/dependency_upgrader.py	10	4	2
def _get_config_for_image() in sagemaker_image_builder/main.py	7	4	3
def get_semver() in sagemaker_image_builder/utils.py	9	4	1
def _get_dependency_upper_bound_for_runtime_upgrade() in sagemaker_image_builder/dependency_upgrader.py	7	3	3
def _get_ecr_credentials() in sagemaker_image_builder/main.py	7	3	2
def get_match_specs() in sagemaker_image_builder/utils.py	7	3	1
def sizeof_fmt() in sagemaker_image_builder/utils.py	6	3	1
def _get_image_type_package_metadata() in sagemaker_image_builder/release_notes_generator.py	7	2	2
def generate_package_staleness_report() in sagemaker_image_builder/package_report.py	13	2	1
def build_images() in sagemaker_image_builder/main.py	8	2	1
def _push_images_upstream() in sagemaker_image_builder/main.py	8	2	3
def _get_next_version() in sagemaker_image_builder/main.py	5	2	2
def get_arg_parser() in sagemaker_image_builder/main.py	108	2	0
def parse_args() in sagemaker_image_builder/main.py	6	2	1
def get_dir_for_version() in sagemaker_image_builder/utils.py	9	2	1
def is_exists_dir_for_version() in sagemaker_image_builder/utils.py	3	2	2
def _generate_staleness_report_per_image() in sagemaker_image_builder/package_report.py	2	1	0
def _get_installed_package_versions_and_conda_versions() in sagemaker_image_builder/package_report.py	2	1	0
def _generate_python_package_size_report_per_image() in sagemaker_image_builder/package_report.py	2	1	0
def _create_new_version_conda_specs() in sagemaker_image_builder/main.py	2	1	0
def create_major_version_artifacts() in sagemaker_image_builder/main.py	2	1	1
def create_minor_version_artifacts() in sagemaker_image_builder/main.py	2	1	1
def create_patch_version_artifacts() in sagemaker_image_builder/main.py	2	1	1
def _build_local_images() in sagemaker_image_builder/main.py	2	1	0
def main() in sagemaker_image_builder/main.py	2	1	0
def read_env_file() in sagemaker_image_builder/utils.py	2	1	1