azure / cyclecloud-scalelib - 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 893 units with 6,020 lines of code in units (57.7% of code).

1 very complex units (109 lines of code)
1 complex units (153 lines of code)
10 medium complex units (561 lines of code)
43 simple units (988 lines of code)
838 very simple units (4,209 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 print_demand() in src/hpc/autoscale/job/demandprinter.py	109	53	2
def create_vm_sizes() in util/create_vm_sizes.py	153	35	1
def _update() in src/hpc/autoscale/node/nodehistory.py	79	19	2
def run() in setup.py	63	19	1
def apply_default() in src/hpc/autoscale/node/nodemanager.py	52	15	2
def _decorate() in src/hpc/autoscale/node/nodehistory.py	48	14	3
def initialize_db() in src/hpc/autoscale/node/nodehistory.py	48	13	3
def create_nodes() in src/hpc/autoscale/ccbindings/legacy.py	66	12	3
def apitrace_wrapper() in src/hpc/autoscale/hpclogging.py	61	11	2
def constraint_type() in src/hpc/autoscale/clilib.py	33	11	2
def from_dict() in src/hpc/autoscale/node/node.py	58	11	1
def execute() in package.py	53	11	0
def _dict_merge() in src/hpc/autoscale/util.py	23	10	2
def add_default_placement_groups() in src/hpc/autoscale/job/driver.py	41	10	2
def _update_bucket_counts() in src/hpc/autoscale/ccbindings/mock.py	16	10	2
def autoscale_driver() in src/hpc/autoscale/example/basic.py	35	10	2
def hpcwrapclass() in src/hpc/autoscale/codeanalysis.py	16	10	1
def satisfied_by_node() in src/hpc/autoscale/node/constraints.py	50	10	2
def get_nodearray_hourly() in src/hpc/autoscale/cost/azurecost.py	35	9	4
def get_nodearray() in src/hpc/autoscale/cost/azurecost.py	32	8	4
def get_retail_rate() in src/hpc/autoscale/cost/azurecost.py	21	8	4
def initialize_logging() in src/hpc/autoscale/hpclogging.py	35	8	2
def _load_config() in src/hpc/autoscale/util.py	33	8	3
def placement_group() in src/hpc/autoscale/node/node.py	16	8	2
def satisfied_by_node() in src/hpc/autoscale/node/constraints.py	22	8	2
def _pack_job() in src/hpc/autoscale/job/demandcalculator.py	13	7	2
def update_scheduler_nodes() in src/hpc/autoscale/job/demandcalculator.py	44	7	2
def onprem_burst_demand() in src/hpc/autoscale/example/readme.py	26	7	0
def hpcwrap() in src/hpc/autoscale/codeanalysis.py	22	7	1
def update() in src/hpc/autoscale/node/node.py	22	7	2
def default_value_func() in src/hpc/autoscale/node/nodemanager.py	13	7	1
def __init__() in src/hpc/autoscale/cost/azurecost.py	29	6	2
def cut() in src/hpc/autoscale/hpclogging.py	18	6	1
def is_valid_hostname() in src/hpc/autoscale/util.py	19	6	2
def shell() in src/hpc/autoscale/clilib.py	11	6	4
def _convert_default_value() in src/hpc/autoscale/clilib.py	17	6	1
def _get_all_columns() in src/hpc/autoscale/job/demandprinter.py	17	6	2
def print_columns() in src/hpc/autoscale/job/demandprinter.py	12	6	2
def wrap_text_io() in src/hpc/autoscale/job/demandprinter.py	20	6	1
def to_dict() in src/hpc/autoscale/job/demandcalculator.py	16	6	1
def _get_session() in src/hpc/autoscale/ccbindings/legacy.py	25	6	1
def scaling_down_demand() in src/hpc/autoscale/example/readme.py	34	6	0
def minimum_space() in src/hpc/autoscale/node/node.py	12	6	2
def get_aux_vm_size_info() in src/hpc/autoscale/node/vm_sizes.py	19	6	2
def new_nodes() in src/hpc/autoscale/node/nodemanager.py	8	6	1
def _per_node() in src/hpc/autoscale/node/nodemanager.py	29	6	2
def _get_nodes_by_id() in src/hpc/autoscale/node/nodemanager.py	30	6	2
def __str__() in src/hpc/autoscale/node/nodemanager.py	12	6	1
def to_dict() in src/hpc/autoscale/node/nodemanager.py	14	6	1
def satisfied_by_node() in src/hpc/autoscale/node/constraints.py	56	6	2