awslabs / sagemaker-debugger-rulesconfig
Conditional Complexity

The distribution of complexity of units (measured with McCabe index).

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 57 units with 307 lines of code in units (57.9% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 0 medium complex units (0 lines of code)
    • 0 simple units (0 lines of code)
    • 57 very simple units (307 lines of code)
0% | 0% | 0% | 0% | 100%
Legend:
51+
26-50
11-25
6-10
1-5
Alternative Visuals
Conditional Complexity per Extension
51+
26-50
11-25
6-10
1-5
py0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
smdebug_rulesconfig/profiler_rules0% | 0% | 0% | 0% | 100%
smdebug_rulesconfig/debugger_rules0% | 0% | 0% | 0% | 100%
smdebug_rulesconfig/actions0% | 0% | 0% | 0% | 100%
ROOT0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def __init__()
in smdebug_rulesconfig/profiler_rules/rules.py
 26 5 3
def _get_config_for_group()
in smdebug_rulesconfig/debugger_rules/_utils.py
 10 4 1
def __init__()
in smdebug_rulesconfig/actions/actions.py
 8 3 2
def __init__()
in smdebug_rulesconfig/actions/actions.py
 4 3 2
def update_training_job_prefix_if_not_specified()
in smdebug_rulesconfig/actions/actions.py
 4 3 2
def validate_training_job_prefix()
in smdebug_rulesconfig/actions/utils.py
 7 3 2
def validate_email_address()
in smdebug_rulesconfig/actions/utils.py
 5 3 2
def validate_phone_number()
in smdebug_rulesconfig/actions/utils.py
 6 3 2
def _get_rule_config()
in smdebug_rulesconfig/debugger_rules/_utils.py
 9 3 1
def _get_rule_list()
in smdebug_rulesconfig/debugger_rules/_utils.py
 10 3 1
def _get_collection_config()
in smdebug_rulesconfig/debugger_rules/_utils.py
 9 3 1
def __init__()
in smdebug_rulesconfig/profiler_rules/rules.py
 8 2 5
def serialize()
in smdebug_rulesconfig/actions/actions.py
 8 2 1
def serialize()
in smdebug_rulesconfig/actions/actions.py
 2 2 1
def __init__()
in smdebug_rulesconfig/actions/actions.py
 6 2 2
def update_training_job_prefix_if_not_specified()
in smdebug_rulesconfig/actions/actions.py
 3 2 2
def is_valid_action_object()
in smdebug_rulesconfig/actions/actions.py
 2 2 2
def validate_action_str()
in smdebug_rulesconfig/actions/utils.py
 7 2 2
def __init__()
in smdebug_rulesconfig/profiler_rules/rules.py
 4 1 2
def __init__()
in smdebug_rulesconfig/profiler_rules/rules.py
 8 1 0