aws-samples / aws-sagemaker-pytorch-shop-by-style
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 42 units with 426 lines of code in units (19.2% 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)
    • 5 simple units (175 lines of code)
    • 37 very simple units (251 lines of code)
0% | 0% | 0% | 41% | 58%
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% | 43% | 56%
js0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
similarity0% | 0% | 0% | 46% | 53%
lambda0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def build_model()
in src/similarity/cnn.py
 20 8 3
def train_sim_model()
in src/similarity/siamese.py
 52 7 5
def train_sim_model()
in src/similarity/siamese2.py
 52 7 4
def __init__()
in src/similarity/index.py
 23 6 2
def get_training_tuple_tensors()
in src/similarity/index.py
 28 6 2
def list_files()
in src/similarity/siamese.py
 8 3 1
def list_files()
in src/similarity/siamese2.py
 8 3 1
def output_fn()
in src/similarity/batch.py
 8 3 2
23 2 1
def test_model()
in src/similarity/siamese.py
 17 2 2
def model_fn()
in src/similarity/batch.py
 13 2 1
def input_fn()
in src/similarity/batch.py
 14 2 2
def predict_fn()
in src/similarity/batch.py
 15 2 2
def model_fn()
in src/similarity/inference.py
 12 2 1
def output_fn()
in src/similarity/inference.py
 5 2 2
def predict_fn()
in src/similarity/inference.py
 15 2 2
def lambda_handler()
in src/lambda/loader.py
 27 1 2
def __init__()
in src/similarity/siamese.py
 4 1 4
def __len__()
in src/similarity/siamese.py
 2 1 1
def __getitem__()
in src/similarity/siamese.py
 9 1 2