aws / sagemaker-hyperpod-cli - 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 121 units with 1,145 lines of code in units (2.2% of code).

0 very complex units (0 lines of code)
1 complex units (78 lines of code)
2 medium complex units (96 lines of code)
12 simple units (249 lines of code)
106 very simple units (722 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 start_training_job() in src/hyperpod_cli/commands/job.py	78	29	17
def validate_yaml_content() in src/hyperpod_cli/validators/job_validator.py	70	16	1
def validate_region_and_cluster_name() in src/hyperpod_cli/utils.py	26	12	2
def patch_job() in src/hyperpod_cli/commands/job.py	38	10	3
def _generate_list_pods_output() in src/hyperpod_cli/service/list_pods.py	23	10	2
def discover_accessible_namespace() in src/hyperpod_cli/service/discover_namespaces.py	27	8	3
def validate_aws_credential() in src/hyperpod_cli/validators/validator.py	28	7	2
def is_dict_str_list_str() in src/hyperpod_cli/validators/job_validator.py	9	7	1
def validate_only_config_file_argument() in src/hyperpod_cli/commands/job.py	12	7	1
def _generate_table() in src/hyperpod_cli/service/list_training_jobs.py	17	7	3
def get_sagemaker_managed_namespace() in src/hyperpod_cli/clients/kubernetes_client.py	14	7	2
def _generate_list_training_job_output() in src/hyperpod_cli/service/list_training_jobs.py	26	6	3
def _generate_pods_list() in src/hyperpod_cli/service/list_pods.py	9	6	2
def get_namespaces_by_checking_access_permission() in src/hyperpod_cli/service/discover_namespaces.py	29	6	4
def get_cluster_console_url() in src/hyperpod_cli/utils.py	17	6	0
def _exec_command_required_option_pod_and_all_pods() in src/hyperpod_cli/commands/pod.py	15	5	0
def _get_cluster_queue_nominal_quota() in src/hyperpod_cli/commands/cluster.py	16	5	1
def _get_cluster_queue_quota_usage() in src/hyperpod_cli/commands/cluster.py	15	5	1
def _get_auto_fill_queue_name() in src/hyperpod_cli/commands/job.py	8	5	2
def get_user_name() in src/hyperpod_cli/commands/job.py	14	5	0
def cancel_training_job() in src/hyperpod_cli/service/cancel_training_job.py	29	5	3
def get_namespaces() in src/hyperpod_cli/service/get_namespaces.py	19	5	2
def __new__() in src/hyperpod_cli/clients/kubernetes_client.py	10	5	2
def _restructure_output() in src/hyperpod_cli/commands/cluster.py	15	4	2
def list_namespaces() in src/hyperpod_cli/clients/kubernetes_client.py	8	4	1
def verify_and_load_yaml() in src/hyperpod_cli/validators/job_validator.py	13	3	1
def validate_recipe_file() in src/hyperpod_cli/validators/job_validator.py	7	3	1
def _get_available_quota() in src/hyperpod_cli/commands/cluster.py	6	3	4
def _get_hyperpod_clusters() in src/hyperpod_cli/commands/cluster.py	8	3	1
def execute_command() in src/hyperpod_cli/commands/job.py	11	3	2
def _get_job_status() in src/hyperpod_cli/service/list_training_jobs.py	15	3	2
def _get_job_priority() in src/hyperpod_cli/service/list_training_jobs.py	9	3	2
def _format_output_to_keep_needed_fields() in src/hyperpod_cli/service/get_training_job.py	15	3	2
def _format_verbose_output() in src/hyperpod_cli/service/get_training_job.py	26	3	2
def get_name_from_arn() in src/hyperpod_cli/utils.py	7	3	1
def context_exists() in src/hyperpod_cli/clients/kubernetes_client.py	6	3	2
def list_pods_in_all_namespaces_with_labels() in src/hyperpod_cli/clients/kubernetes_client.py	15	3	2
def check_if_namespace_exists() in src/hyperpod_cli/clients/kubernetes_client.py	10	3	2
def run_apidoc() in doc/conf.py	22	3	1
def get_values() in src/hyperpod_cli/constants/command_constants.py	2	2	0
def get_values() in src/hyperpod_cli/constants/command_constants.py	2	2	0
def _popen_suppress() in src/hyperpod_cli/commands/job.py	4	2	3
def is_container_insights_addon_enabled() in src/hyperpod_cli/service/get_logs.py	6	2	2
def _validate_link() in src/hyperpod_cli/utils.py	7	2	1
def get_core_v1_api() in src/hyperpod_cli/clients/kubernetes_client.py	6	2	1
def get_apps_v1_api() in src/hyperpod_cli/clients/kubernetes_client.py	6	2	1
def get_auth_v1_api() in src/hyperpod_cli/clients/kubernetes_client.py	6	2	1
def __init__() in src/hyperpod_cli/validators/validator.py	2	1	1
def validate() in src/hyperpod_cli/validators/validator.py	2	1	1
def __init__() in src/hyperpod_cli/validators/job_validator.py	2	1	1