facebookresearch / rcpm
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 104 units with 968 lines of code in units (72.1% 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)
    • 6 simple units (227 lines of code)
    • 98 very simple units (741 lines of code)
0% | 0% | 0% | 23% | 76%
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% | 23% | 76%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
ROOT0% | 0% | 0% | 23% | 76%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
74 9 1
def __call__()
in flows.py
 26 8 2
def log_prob()
in densities.py
 23 7 2
def setup()
in flows.py
 25 7 1
def __call__()
in flows.py
 22 7 2
def train_kl()
in main.py
 57 6 1
def get()
in densities.py
 24 4 2
11 4 3
def get()
in manifolds.py
 9 4 1
def main()
in plot-components.py
 49 4 0
def setup()
in flows.py
 28 4 1
def __call__()
in flows.py
 23 4 4
def log_prob()
in densities.py
 11 3 2
def __post_init__()
in densities.py
 14 3 1
def __post_init__()
in densities.py
 12 3 1
def __call__()
in flows.py
 17 3 2
def setup()
in flows.py
 10 3 1
def run()
in main.py
 7 3 1
def get_uniform()
in densities.py
 5 2 1
def sample()
in densities.py
 8 2 3