facebookresearch / DoodlerGAN
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 157 units with 1,675 lines of code in units (67.8% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 6 medium complex units (340 lines of code)
    • 8 simple units (268 lines of code)
    • 143 very simple units (1,067 lines of code)
0% | 0% | 20% | 16% | 63%
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% | 20% | 16% | 63%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
ROOT0% | 0% | 20% | 16% | 63%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
63 24 7
def train()
in part_generator.py
 97 22 1
def __init__()
in part_selector.py
 47 16 4
44 13 6
def evaluate()
in part_selector.py
 36 12 3
def vector_to_raster()
in data_process.py
 53 11 9
def __init__()
in part_generator.py
 48 9 16
def train()
in part_selector.py
 34 9 1
def __init__()
in part_generator.py
 24 8 4
def generate_part()
in generate_creative_birds.py
 43 8 11
def processed_part_to_raster()
in part_generator.py
 26 7 8
26 7 8
def __init__()
in inception.py
 55 6 6
def forward()
in inception.py
 12 6 2
def sample_partial_test()
in part_selector.py
 16 5 2
def __init__()
in part_selector.py
 27 5 12
def generate_part()
in generate_creative_creatures.py
 47 5 11
def __getitem__()
in part_generator.py
 32 4 2
def sample_partial_test()
in part_generator.py
 22 4 2
def __init__()
in part_generator.py
 21 4 4