aws-samples / sagemaker-studio-auto-shutdown-extension
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 53 units with 666 lines of code in units (44.2% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 3 medium complex units (90 lines of code)
    • 11 simple units (225 lines of code)
    • 39 very simple units (351 lines of code)
0% | 0% | 13% | 33% | 52%
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% | 16% | 41% | 41%
tsx0% | 0% | 0% | 0% | 100%
ts0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
ROOT0% | 0% | 26% | 34% | 39%
auto-installer/lambda0% | 0% | 0% | 69% | 30%
extension-checker0% | 0% | 0% | 100% | 0%
sagemaker_studio_autoshutdown0% | 0% | 0% | 20% | 80%
labextension/src/components0% | 0% | 0% | 0% | 100%
labextension/src0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def which()
in setup.py
 24 16 3
33 15 1
def run()
in setup.py
 33 13 1
17 10 3
def _get_files()
in setup.py
 17 10 2
13 9 2
18 9 2
11 8 1
def run_commands()
in auto-installer/lambda/main.py
 57 7 2
def lambda_handler()
in extension-checker/ext_checker.py
 34 7 2
14 6 1
8 6 1
20 6 3
def check_notebook()
in sagemaker_studio_autoshutdown/idle_checker.py
 16 6 2
16 5 1
10 5 1
15 5 3
13 5 2
activate: async()
in labextension/src/index.ts
 45 5 5
def get_domain_id()
in auto-installer/lambda/main.py
 13 4 0