aws / random-cut-forest-by-aws
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 1,032 units with 8,582 lines of code in units (60.2% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 12 medium complex units (708 lines of code)
    • 46 simple units (1,453 lines of code)
    • 974 very simple units (6,421 lines of code)
0% | 0% | 8% | 16% | 74%
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
java0% | 0% | 7% | 18% | 73%
rs0% | 0% | 11% | 8% | 80%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
Java/parkservices/src/main/java/com/amazon/randomcutforest/parkservices0% | 0% | 14% | 15% | 69%
Rust/src0% | 0% | 11% | 8% | 80%
Java/core/src/main/java/com/amazon/randomcutforest/store0% | 0% | 18% | 15% | 65%
Java/core/src/main/java/com/amazon/randomcutforest/tree0% | 0% | 6% | 28% | 64%
Java/core/src/main/java/com/amazon/randomcutforest/state0% | 0% | 9% | 53% | 36%
Java/core/src/main/java/com/amazon/randomcutforest0% | 0% | 7% | 0% | 92%
Java/core/src/main/java/com/amazon/randomcutforest/anomalydetection0% | 0% | 10% | 30% | 59%
Java/testutils/src/main/java/com/amazon/randomcutforest/testutils0% | 0% | 0% | 55% | 44%
Java/core/src/main/java/com/amazon/randomcutforest/imputation0% | 0% | 0% | 53% | 46%
Java/core/src/main/java/com/amazon/randomcutforest/interpolation0% | 0% | 0% | 29% | 70%
Java/core/src/main/java/com/amazon/randomcutforest/sampler0% | 0% | 0% | 11% | 88%
Java/core/src/main/java/com/amazon/randomcutforest/runner0% | 0% | 0% | 4% | 95%
Java/serialization/src/main/java/com/amazon/randomcutforest/serialize0% | 0% | 0% | 0% | 100%
Java/core/src/main/java/com/amazon/randomcutforest/returntypes0% | 0% | 0% | 0% | 100%
Java/benchmark/src/main/java/com/amazon/randomcutforest0% | 0% | 0% | 0% | 100%
Java/core/src/main/java/com/amazon/randomcutforest/executor0% | 0% | 0% | 0% | 100%
Java/core/src/main/java/com/amazon/randomcutforest/util0% | 0% | 0% | 0% | 100%
Java/benchmark/src/main/java/com/amazon/randomcutforest/profilers0% | 0% | 0% | 0% | 100%
Java/core/src/main/java/com/amazon/randomcutforest/inspect0% | 0% | 0% | 0% | 100%
Java/core/src/main/java/com/amazon/randomcutforest/config0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
void prepareInitialInput()
in Java/parkservices/src/main/java/com/amazon/randomcutforest/parkservices/preprocessor/ImputePreprocessor.java
 59 23 0
public Preprocessor()
in Java/parkservices/src/main/java/com/amazon/randomcutforest/parkservices/preprocessor/Preprocessor.java
 73 19 1
public Integer addPoint()
in Java/core/src/main/java/com/amazon/randomcutforest/tree/RandomCutTree.java
 96 19 2
protected AnomalyDescriptor detect()
in Java/parkservices/src/main/java/com/amazon/randomcutforest/parkservices/PredictorCorrector.java
 78 17 3
public PointStore()
in Java/core/src/main/java/com/amazon/randomcutforest/store/PointStore.java
 55 17 1
fn add()
in Rust/src/pointstore.rs
 72 16 2
fn compact()
in Rust/src/pointstore.rs
 66 14 1
public void compact()
in Java/core/src/main/java/com/amazon/randomcutforest/store/PointStore.java
 54 12 0
public void accept()
in Java/core/src/main/java/com/amazon/randomcutforest/anomalydetection/AbstractAttributionVisitor.java
 35 12 2
protected double inverseTransform()
in Java/parkservices/src/main/java/com/amazon/randomcutforest/parkservices/preprocessor/Preprocessor.java
 26 11 3
public RandomCutForest singlePrecisionForest()
in Java/core/src/main/java/com/amazon/randomcutforest/state/RandomCutForestMapper.java
 48 11 5
protected RandomCutForest()
in Java/core/src/main/java/com/amazon/randomcutforest/RandomCutForest.java
 46 11 2
fn get_shingled_point()
in Rust/src/pointstore.rs
 35 10 2
public ThresholdedRandomCutForest()
in Java/parkservices/src/main/java/com/amazon/randomcutforest/parkservices/ThresholdedRandomCutForest.java
 57 10 1
protected CompactSampler()
in Java/core/src/main/java/com/amazon/randomcutforest/sampler/CompactSampler.java
 34 10 1
public RandomCutForestState toState()
in Java/core/src/main/java/com/amazon/randomcutforest/state/RandomCutForestMapper.java
 66 10 1
protected Cut randomCut()
in Java/core/src/main/java/com/amazon/randomcutforest/tree/RandomCutTree.java
 33 10 3
public NodeStoreLarge()
in Java/core/src/main/java/com/amazon/randomcutforest/tree/NodeStoreLarge.java
 43 10 1
public NodeStoreMedium()
in Java/core/src/main/java/com/amazon/randomcutforest/tree/NodeStoreMedium.java
 43 10 1
public NodeStoreSmall()
in Java/core/src/main/java/com/amazon/randomcutforest/tree/NodeStoreSmall.java
 45 10 1