pytorch / android-demo-app
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 75 units with 851 lines of code in units (12.8% 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)
    • 4 simple units (124 lines of code)
    • 71 very simple units (727 lines of code)
0% | 0% | 0% | 14% | 85%
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
java0% | 0% | 0% | 25% | 74%
py0% | 0% | 0% | 9% | 90%
h0% | 0% | 0% | 26% | 73%
cpp0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
ImageSegmentation0% | 0% | 0% | 43% | 56%
Seq2SeqNMT0% | 0% | 0% | 25% | 74%
StreamingASR0% | 0% | 0% | 19% | 80%
ViT4MNIST0% | 0% | 0% | 0% | 100%
NativeApp0% | 0% | 0% | 0% | 100%
ASLRecognition0% | 0% | 0% | 0% | 100%
D2Go0% | 0% | 0% | 0% | 100%
HelloWorldApp0% | 0% | 0% | 0% | 100%
SpeechRecognition0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 50 most complex units
Unit# linesMcCabe index# params
29 10 5
48 8 0
13 7 3
34 7 8
20 5 2
45 5 1
30 5 6
37 4 5
13 4 1
20 4 2
17 4 2
15 4 2
30 4 1
17 4 2
14 3 6
10 3 2
5 3 1
2 3 1
14 3 4
13 2 3
7 2 2
6 2 2
3 2 2
8 2 2
3 2 1
13 2 3
2 2 2
16 2 3
8 2 5
5 2 3
18 2 3
24 2 3
19 2 2
17 2 2
3 1 2
10 1 11
4 1 1
3 1 0
3 1 0
4 1 4
4 1 1
3 1 1
3 1 0
6 1 1
15 1 2
5 1 2
14 1 3
7 1 2
5 1 1
5 1 3