GoogleCloudPlatform / cluster-health-scanner

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 244 units with 1,915 lines of code in units (22.4% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
2 medium complex units (88 lines of code)
13 simple units (305 lines of code)
229 very simple units (1,522 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 set_up() in cli/gke_check.py	64	12	1
def is_bad_node_from_proto() in src/gpu_healthcheck/gpu_healthcheck.py	24	11	1
def parse_nccl_result() in src/nccl_healthcheck/nccl_startup.py	38	10	1
def has_gpu_resources() in src/checker_common.py	12	10	1
def convert_output_to_proto() in src/gpu_healthcheck/gpu_healthcheck.py	31	9	1
def _get_occupied_nodes() in cli/gke_check.py	27	9	1
def setup_sleep_and_timeout() in src/health_runner/health_runner.py	17	8	0
def _render_table() in tests.py	12	8	2
def _get_workload_containers_on_node() in cli/configcheck.py	23	8	1
def run_reboot_required_check() in src/gpu_healthcheck/gpu_healthcheck.py	28	7	1
def get_config() in src/nccl_healthcheck/config.py	13	6	1
def get_created_jobs() in src/checker_common.py	18	6	1
def main() in src/straggler_healthcheck/pp_benchmark_analysis_runner.py	40	6	1
def _node_names_passing_filters() in tests.py	11	6	1
def clean_up() in cli/gke_check.py	35	6	1
def run_dcgm_diag() in src/gpu_healthcheck/gpu_healthcheck.py	30	5	2
def get_throughput() in src/neper_healthcheck/neper_runner.py	12	5	2
def run_health_app() in src/health_runner/health_runner.py	29	5	1
def determine_test_iterations() in src/health_runner/health_runner.py	30	5	1
def run_health_check() in src/health_runner/health_runner.py	76	5	1
def main() in src/tinymax_healthcheck/tinymax_runner.py	17	5	0
def _get_nodes() in tests.py	9	5	2
def update_check_logs() in cli/gke_check.py	12	5	2
def generate_index_pairs() in src/health_runner/nccl_runner.py	17	4	1
def main() in src/health_runner/health_runner.py	12	4	0
def __post_init__() in src/checker_common.py	5	4	1
def main() in src/straggler_healthcheck/pp_benchmark_runner.py	40	4	1
def check_cluster_status() in tests.py	8	4	2
def get_check_pod() in cli/straggler_check.py	10	4	1
def ensure_env_variables() in src/nccl_healthcheck/nccl_startup.py	15	3	0
def generate_dcgm_command() in src/gpu_healthcheck/gpu_healthcheck.py	7	3	0
def ensure_env_variables() in src/neper_healthcheck/neper_runner.py	15	3	0
def get_host_to_ips() in src/neper_healthcheck/neper_runner.py	11	3	0
def get_ip_addresses() in src/neper_healthcheck/neper_runner.py	11	3	1
def get_host_name() in src/neper_healthcheck/neper_runner.py	11	3	1
def post_run_cleanup() in src/health_runner/health_runner.py	6	3	0
def ensure_env_variables() in src/health_runner/health_runner.py	4	3	1
def ensure_env_variables() in src/tinymax_healthcheck/tinymax_runner.py	9	3	0
def run_tinymax_test() in src/tinymax_healthcheck/tinymax_runner.py	15	3	0
def taint_node() in src/tinymax_healthcheck/tinymax_runner.py	9	3	0
def _predicate_value_table() in tests.py	5	3	2
def clean_up() in cli/straggler_check.py	6	3	1
def _get_helm_env_vars() in cli/gke_check.py	8	3	1
def _get_diff_matrix() in cli/configcheck.py	9	3	1
def _get_workload_container_on_node() in cli/configcheck.py	12	3	1
def _get_gcloud_config_value() in cli/configcheck.py	30	3	1
def _parse_driver_version() in cli/dependencies.py	9	3	2
def apply_namespace_resolution() in src/nccl_healthcheck/nccl_startup.py	7	2	0
def taint_node() in src/gpu_healthcheck/gpu_healthcheck.py	6	2	4
def timeout_check() in src/neper_healthcheck/neper_runner.py	7	2	2