aws-samples / annotate-medical-images-in-dicom-server-and-build-ml-models-on-amazon-sagemaker
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 15 units with 328 lines of code in units (13.1% 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)
    • 1 simple units (67 lines of code)
    • 14 very simple units (261 lines of code)
0% | 0% | 0% | 20% | 79%
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% | 71% | 28%
js0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
notebook/source0% | 0% | 0% | 71% | 28%
DICOM-WSI/src/components0% | 0% | 0% | 0% | 100%
DICOM-WSI/src0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 15 most complex units
Unit# linesMcCabe index# params
def train()
in notebook/source/monai_dicom.py
67 10 1
function init()
in DICOM-WSI/src/components/dicompathviewer.js
52 3 0
onCheck()
in DICOM-WSI/src/components/dicompathviewer.js
16 3 2
registerGenerateAnnotationEventListener()
in DICOM-WSI/src/components/dicompathviewer.js
123 3 0
function disableToolList()
in DICOM-WSI/src/components/dicompathviewer.js
8 2 0
def _get_train_data_loader()
in notebook/source/monai_dicom.py
15 2 5
constructor()
in DICOM-WSI/src/components/dicompathviewer.js
9 1 1
onExpand()
in DICOM-WSI/src/components/dicompathviewer.js
3 1 1
componentDidMount()
in DICOM-WSI/src/components/dicompathviewer.js
6 1 0
registerToolClickEventListener()
in DICOM-WSI/src/components/dicompathviewer.js
10 1 0
function App()
in DICOM-WSI/src/App.js
7 1 0
def __init__()
in notebook/source/monai_dicom.py
4 1 4
def __len__()
in notebook/source/monai_dicom.py
2 1 1
def __getitem__()
in notebook/source/monai_dicom.py
2 1 2
def save_model()
in notebook/source/monai_dicom.py
4 1 2