facebookresearch / DeepFocus
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 137 units with 1,658 lines of code in units (46.6% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 8 medium complex units (455 lines of code)
    • 6 simple units (222 lines of code)
    • 123 very simple units (981 lines of code)
0% | 0% | 27% | 13% | 59%
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% | 27% | 13% | 59%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
lightfield/code/train0% | 0% | 41% | 0% | 58%
multifocal/code/multifocal_decomposition_from_rgbd/train0% | 0% | 24% | 13% | 61%
multifocal/code/multifocal_decomposition_from_focalstack/train0% | 0% | 25% | 14% | 59%
multifocal/code/multifocal_decomposition_from_rgbd_fast/train0% | 0% | 23% | 13% | 62%
varifocal/code/sync_defocus_from_rgbd/train0% | 0% | 26% | 16% | 56%
varifocal/code/sync_focalstack_from_rgbd/train0% | 0% | 26% | 16% | 56%
varifocal/code/sync_defocus_from_rgbd_fast/train0% | 0% | 25% | 17% | 57%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def loadData()
in multifocal/code/multifocal_decomposition_from_rgbd/train/preprocess.py
 67 22 20
def loadData()
in multifocal/code/multifocal_decomposition_from_focalstack/train/preprocess.py
 67 22 20
def loadData()
in varifocal/code/sync_defocus_from_rgbd/train/preprocess.py
 58 20 17
def loadData()
in varifocal/code/sync_focalstack_from_rgbd/train/preprocess.py
 58 20 17
def loadData()
in multifocal/code/multifocal_decomposition_from_rgbd_fast/train/preprocess.py
 64 18 20
def loadData()
in varifocal/code/sync_defocus_from_rgbd_fast/train/preprocess.py
 55 16 17
def model()
in lightfield/code/train/train-llf4d.py
 44 13 1
def loadData()
in lightfield/code/train/preprocess.py
 42 13 11
def model()
in multifocal/code/multifocal_decomposition_from_rgbd_fast/train/train-lmf-rgbd-c.py
 37 10 1
def model()
in multifocal/code/multifocal_decomposition_from_rgbd/train/train-lmf-rgbd.py
 37 10 1
def model()
in multifocal/code/multifocal_decomposition_from_focalstack/train/train-lmf-fs.py
 37 10 1
def model()
in varifocal/code/sync_defocus_from_rgbd_fast/train/train-lvf-c.py
 37 10 1
def model()
in varifocal/code/sync_defocus_from_rgbd/train/train-lvf.py
 37 10 1
def model()
in varifocal/code/sync_focalstack_from_rgbd/train/train-lfs.py
 37 10 1
def circ_filter()
in multifocal/code/multifocal_decomposition_from_rgbd_fast/train/util.py
 32 4 1
def circ_filter()
in multifocal/code/multifocal_decomposition_from_rgbd/train/util.py
 32 4 1
def circ_filter()
in multifocal/code/multifocal_decomposition_from_focalstack/train/util.py
 32 4 1
def circ_filter()
in lightfield/code/train/util.py
 32 4 1
def circ_filter()
in varifocal/code/sync_defocus_from_rgbd_fast/train/util.py
 32 4 1
def circ_filter()
in varifocal/code/sync_defocus_from_rgbd/train/util.py
 32 4 1