facebookresearch / kbc
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 28 units with 215 lines of code in units (45.9% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 1 medium complex units (66 lines of code)
    • 0 simple units (0 lines of code)
    • 27 very simple units (149 lines of code)
0% | 0% | 30% | 0% | 69%
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% | 30% | 0% | 69%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
kbc0% | 0% | 30% | 0% | 69%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def prepare_dataset()
in kbc/process_datasets.py
 66 16 2
def __init__()
in kbc/datasets.py
 13 2 2
def forward()
in kbc/regularizers.py
 5 2 2
def forward()
in kbc/regularizers.py
 7 2 2
def epoch()
in kbc/optimizers.py
 21 2 2
def get_rhs()
in kbc/models.py
 2 1 3
def get_queries()
in kbc/models.py
 2 1 2
def score()
in kbc/models.py
 2 1 2
def get_ranking()
in kbc/models.py
 4 1 0
def __init__()
in kbc/models.py
 3 1 0
def score()
in kbc/models.py
 5 1 2
def forward()
in kbc/models.py
 5 1 2
def get_rhs()
in kbc/models.py
 4 1 3
def get_queries()
in kbc/models.py
 2 1 2
def __init__()
in kbc/models.py
 3 1 0
def score()
in kbc/models.py
 12 1 2
def forward()
in kbc/models.py
 17 1 2
def get_rhs()
in kbc/models.py
 4 1 3
def get_queries()
in kbc/models.py
 9 1 2
def get_examples()
in kbc/datasets.py
 2 1 2