facebookresearch / CausalMotifs
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 11 units with 457 lines of code in units (65.8% of code).
    • 1 very complex units (143 lines of code)
    • 0 complex units (0 lines of code)
    • 4 medium complex units (215 lines of code)
    • 2 simple units (35 lines of code)
    • 4 very simple units (64 lines of code)
31% | 0% | 47% | 7% | 14%
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
py31% | 0% | 47% | 7% | 14%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
ROOT31% | 0% | 47% | 7% | 14%
Most Complex Units
Top 11 most complex units
Unit# linesMcCabe index# params
def _split_exposure_hajek_eht()
in causalPartition.py
 143 60 13
40 16 8
def _split_exposure_hajek()
in causalPartition.py
 127 15 14
def _contain_zero()
in causalPartition.py
 12 12 6
def _split_exposure_validate()
in causalPartition.py
 36 12 8
def estimate_exposure_hajek()
in causalPartition.py
 20 7 6
def _plot_tree()
in causalPartition.py
 15 6 4
def split_exposure_hajek()
in causalPartition.py
 36 4 10
def _hajek_se()
in causalPartition.py
 10 2 4
def plot_tree()
in causalPartition.py
 8 2 2
def __init__()
in causalPartition.py
 10 1 5