awslabs / speech-representations
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 32 units with 428 lines of code in units (80.8% 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)
    • 2 simple units (77 lines of code)
    • 30 very simple units (351 lines of code)
0% | 0% | 0% | 17% | 82%
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% | 17% | 82%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
src/speech_reps0% | 0% | 0% | 32% | 67%
src/speech_reps/models0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def factory()
in src/speech_reps/featurize.py
 16 7 2
def _file_to_feats()
in src/speech_reps/featurize.py
 61 6 2
def _file_to_feats()
in src/speech_reps/featurize.py
 43 5 2
def _file_to_feats()
in src/speech_reps/featurize.py
 43 5 2
def __init__()
in src/speech_reps/featurize.py
 12 3 3
def __init__()
in src/speech_reps/featurize.py
 12 3 3
def forward()
in src/speech_reps/models/decoar.py
 26 3 3
def __init__()
in src/speech_reps/models/bertphone.py
 20 3 5
def forward()
in src/speech_reps/models/decoar2.py
 11 3 3
def main()
in src/speech_reps/cmds.py
 19 3 0
def __init__()
in src/speech_reps/featurize.py
 9 2 3
def flipBatch()
in src/speech_reps/models/decoar.py
 5 2 3
def forward()
in src/speech_reps/models/wav2vec.py
 7 2 2
def __init__()
in src/speech_reps/models/wav2vec.py
 5 2 3
def __call__()
in src/speech_reps/models/wav2vec.py
 7 2 2
def __init__()
in src/speech_reps/models/wav2vec2.py
 5 2 3
def __call__()
in src/speech_reps/models/wav2vec2.py
 7 2 2
def __init__()
in src/speech_reps/models/bertphone.py
 11 2 11
def __init__()
in src/speech_reps/models/bertphone.py
 22 2 18
def __init__()
in src/speech_reps/models/bertphone.py
 19 2 15