azure / hpcadvisor - 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 176 units with 2,399 lines of code in units (83.2% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
8 medium complex units (528 lines of code)
19 simple units (513 lines of code)
149 very simple units (1,358 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 main_gui() in src/hpcadvisor/main_gui.py	77	24	0
def process_tasks_singletask() in src/hpcadvisor/data_collector.py	65	16	3
def wait_pool_ready() in src/hpcadvisor/batch_handler.py	52	15	1
def view_advice() in src/hpcadvisor/main_gui.py	66	15	0
def create_pool() in src/hpcadvisor/batch_handler.py	80	13	2
def start_datacollection() in src/hpcadvisor/main_gui.py	86	12	1
def _get_batch_resource_group() in src/hpcadvisor/batch_handler.py	40	11	1
def view_plot() in src/hpcadvisor/main_gui.py	62	11	0
def setup_environment() in src/hpcadvisor/batch_handler.py	40	10	1
def _get_average_value() in src/hpcadvisor/batch_handler.py	21	10	1
def _get_monitoring_data() in src/hpcadvisor/batch_handler.py	48	10	4
def is_valid_datapoint() in src/hpcadvisor/dataset_handler.py	21	10	2
def _get_node_agent_sku() in src/hpcadvisor/batch_handler.py	17	9	1
def get_price() in src/hpcadvisor/price_puller.py	28	9	2
def main_shutdown_deployment() in src/hpcadvisor/main_cli.py	20	9	2
def generate_tasks() in src/hpcadvisor/taskset_handler.py	34	9	6
def process_tasks_multitask() in src/hpcadvisor/data_collector.py	43	9	3
def generate_env_file() in src/hpcadvisor/utils.py	34	8	2
def create_deployment() in src/hpcadvisor/main_gui.py	42	8	1
def _get_total_cores() in src/hpcadvisor/batch_handler.py	24	7	1
def resize_pool() in src/hpcadvisor/batch_handler.py	28	6	3
def wait_task_completion() in src/hpcadvisor/batch_handler.py	14	6	3
def get_vmss_batch_resource_ids() in src/hpcadvisor/batch_handler.py	21	6	2
def get_task_execution_status() in src/hpcadvisor/batch_handler.py	19	6	2
def calculate_pareto_front() in src/hpcadvisor/advice_generator.py	11	6	1
def get_sku_nnodes_exec_time() in src/hpcadvisor/dataset_handler.py	23	6	3
def start_task_in_parallel() in src/hpcadvisor/data_collector.py	25	6	4
def create_job() in src/hpcadvisor/batch_handler.py	21	5	2
def get_existing_pool() in src/hpcadvisor/batch_handler.py	17	5	2
def delete_vnet_peering() in src/hpcadvisor/batch_handler.py	22	5	0
def gen_advice_exectime_vs_cost() in src/hpcadvisor/advice_generator.py	22	5	4
def deployment_handler() in src/hpcadvisor/__main__.py	20	5	1
def gen_advice_table() in src/hpcadvisor/cli_advice_generator.py	17	5	4
def generate_advice() in src/hpcadvisor/cli_advice_generator.py	20	5	2
def get_plotfilter() in src/hpcadvisor/dataset_handler.py	12	5	1
def get_appinput_combinations() in src/hpcadvisor/dataset_handler.py	8	5	1
def main_dataset() in src/hpcadvisor/main_cli.py	10	5	3
def gen_data_table() in src/hpcadvisor/plot_generator.py	26	5	3
def get_userinput_from_file() in src/hpcadvisor/utils.py	20	5	1
def list_deployments() in src/hpcadvisor/utils.py	13	5	0
def wait_until() in src/hpcadvisor/utils.py	13	5	2
def wait_execution() in src/hpcadvisor/main_gui.py	13	5	1
def get_tasks_from_file() in src/hpcadvisor/taskset_handler.py	12	5	2
def create_setup_task() in src/hpcadvisor/batch_handler.py	37	4	2
def get_task_status() in src/hpcadvisor/batch_handler.py	13	4	2
def get_app_execution_time() in src/hpcadvisor/batch_handler.py	10	4	1
def generate_datatable() in src/hpcadvisor/cli_plot_generator.py	10	4	2
def generate_plots() in src/hpcadvisor/cli_plot_generator.py	10	4	4
def get_price_from_cache() in src/hpcadvisor/price_puller.py	8	4	2
def add_datapoints_fromfile() in src/hpcadvisor/dataset_handler.py	11	4	2