awslabs / amazon-denseclus
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 13 units with 108 lines of code in units (50.9% 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)
    • 0 simple units (0 lines of code)
    • 13 very simple units (108 lines of code)
0% | 0% | 0% | 0% | 100%
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% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
denseclus0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 13 most complex units
Unit# linesMcCabe index# params
def _umap_embeddings()
in denseclus/DenseClus.py
20 5 1
def fit()
in denseclus/DenseClus.py
16 2 2
def check_is_df()
in denseclus/utils.py
3 2 1
def extract_categorical()
in denseclus/utils.py
7 2 1
def extract_numerical()
in denseclus/utils.py
6 2 1
def transform_numerics()
in denseclus/utils.py
10 2 1
def __init__()
in denseclus/DenseClus.py
10 1 0
def noop()
in denseclus/DenseClus.py
2 1 2
def __repr__()
in denseclus/DenseClus.py
2 1 1
def _fit_numerical()
in denseclus/DenseClus.py
10 1 1
def _fit_categorical()
in denseclus/DenseClus.py
10 1 1
def _fit_hdbscan()
in denseclus/DenseClus.py
10 1 1
def score()
in denseclus/DenseClus.py
2 1 1