facebookresearch / barlowtwins
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 27 units with 392 lines of code in units (81.0% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 2 medium complex units (195 lines of code)
    • 1 simple units (22 lines of code)
    • 24 very simple units (175 lines of code)
0% | 0% | 49% | 5% | 44%
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% | 49% | 5% | 44%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
ROOT0% | 0% | 49% | 5% | 44%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def main_worker()
in evaluate.py
 124 23 2
71 12 2
def step()
in main.py
 22 9 1
def __init__()
in main.py
 14 4 2
def main()
in evaluate.py
 12 3 0
def main()
in main.py
 17 3 0
def accuracy()
in evaluate.py
 12 2 3
def resnet50()
in hubconf.py
 7 2 2
14 2 4
def __call__()
in main.py
 6 2 2
def __call__()
in main.py
 5 2 2
def handle_sigusr1()
in evaluate.py
 3 1 2
def handle_sigterm()
in evaluate.py
 2 1 2
def __init__()
in evaluate.py
 4 1 3
def reset()
in evaluate.py
 5 1 1
def update()
in evaluate.py
 5 1 3
def __str__()
in evaluate.py
 3 1 1
3 1 2
2 1 2
4 1 1