facebookresearch / SEAL_OGB
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 38 units with 731 lines of code in units (63.9% of code).
    • 0 very complex units (0 lines of code)
    • 1 complex units (43 lines of code)
    • 1 medium complex units (33 lines of code)
    • 10 simple units (304 lines of code)
    • 26 very simple units (351 lines of code)
0% | 5% | 4% | 41% | 48%
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% | 5% | 4% | 41% | 48%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
ROOT0% | 5% | 4% | 41% | 48%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def test_multiple_models()
in seal_link_pred.py
 43 28 1
def test()
in seal_link_pred.py
 33 12 0
def forward()
in models.py
 30 8 7
def forward()
in models.py
 30 8 7
def __init__()
in models.py
 42 8 10
def forward()
in models.py
 24 8 7
31 8 10
27 8 6
def forward()
in models.py
 25 7 7
38 7 5
def PPR()
in utils.py
 28 7 2
def process()
in seal_link_pred.py
 29 6 1
def __init__()
in models.py
 41 5 10
def train()
in seal_link_pred.py
 16 5 0
def __init__()
in models.py
 19 4 8
def __init__()
in models.py
 19 4 8
def __init__()
in seal_link_pred.py
 35 4 13
11 3 10
39 3 4
21 3 3