tensorflow / java
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 1,901 units with 15,438 lines of code in units (69.9% of code).
    • 0 very complex units (0 lines of code)
    • 4 complex units (561 lines of code)
    • 15 medium complex units (951 lines of code)
    • 57 simple units (2,015 lines of code)
    • 1,825 very simple units (11,911 lines of code)
0% | 3% | 6% | 13% | 77%
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% | 2% | 6% | 13% | 78%
cc0% | 56% | 0% | 13% | 29%
py0% | 0% | 0% | 0% | 100%
h0% | 0% | 0% | 0% | 100%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
tensorflow-core/tensorflow-core-api/src/bazel/api_def/import0% | 69% | 0% | 8% | 22%
tensorflow-core/tensorflow-core-generator/src/main/java/org/tensorflow/op0% | 11% | 17% | 38% | 32%
tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow/internal0% | 9% | 0% | 1% | 88%
tensorflow-framework/src/main/java/org/tensorflow/framework/op0% | 11% | 22% | 6% | 59%
tensorflow-framework/src/main/java/org/tensorflow/framework/metrics0% | 0% | 11% | 16% | 71%
tensorflow-framework/src/main/java/org/tensorflow/framework/losses0% | 0% | 7% | 4% | 87%
tensorflow-core/tensorflow-core-generator/src/main/java/org/tensorflow/processor0% | 0% | 10% | 15% | 73%
tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow/op0% | 0% | 3% | 13% | 82%
tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow0% | 0% | 1% | 12% | 86%
tensorflow-framework/src/main/java/org/tensorflow/framework/initializers0% | 0% | 0% | 15% | 84%
tensorflow-framework/src/main/java/org/tensorflow/framework/activations0% | 0% | 0% | 24% | 75%
tensorflow-framework/src/main/java/org/tensorflow/framework/optimizers0% | 0% | 0% | 3% | 96%
tensorflow-core/tensorflow-core-api/src/bazel/op_generator0% | 0% | 0% | 37% | 62%
tensorflow-framework/src/main/java/org/tensorflow/framework/data0% | 0% | 0% | 0% | 100%
tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow/types0% | 0% | 0% | 0% | 100%
tensorflow-framework/src/main/java/org/tensorflow/framework/constraints0% | 0% | 0% | 0% | 100%
tensorflow-framework/src/main/java/org/tensorflow/framework/regularizers0% | 0% | 0% | 0% | 100%
tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow/exceptions0% | 0% | 0% | 0% | 100%
tensorflow-framework/src/main/java/org/tensorflow/framework/utils0% | 0% | 0% | 0% | 100%
tools0% | 0% | 0% | 0% | 100%
tensorflow-core/tensorflow-core-api/src/main/resources/org/tensorflow/internal0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
int main()
in tensorflow-core/tensorflow-core-api/src/bazel/api_def/import/api_import.cc
180 47 2
public void init()
in tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow/internal/c_api/presets/tensorflow.java
130 39 1
public static Operand matmul()
in tensorflow-framework/src/main/java/org/tensorflow/framework/op/linalg/MatMul.java
86 29 9
private void buildFactoryMethods()
in tensorflow-core/tensorflow-core-generator/src/main/java/org/tensorflow/op/generator/ClassGenerator.java
165 28 0
void buildClass()
in tensorflow-core/tensorflow-core-generator/src/main/java/org/tensorflow/op/generator/ClassGenerator.java
110 24 0
public static List updateConfusionMatrixVariables()
in tensorflow-framework/src/main/java/org/tensorflow/framework/metrics/impl/MetricsHelper.java
160 20 10
Operand sparseSoftmaxCrossEntropyWithLogits()
in tensorflow-framework/src/main/java/org/tensorflow/framework/op/nn/SparseSoftmaxCrossEntropyWithLogits.java
81 14 3
public static Operand softmaxCrossEntropyWithLogits()
in tensorflow-framework/src/main/java/org/tensorflow/framework/op/nn/SoftmaxCrossEntropyWithLogits.java
64 14 4
static StridedSliceArgs mergeIndexes()
in tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow/op/core/StridedSliceHelper.java
52 13 1
private ResolvedType typeOf()
in tensorflow-core/tensorflow-core-generator/src/main/java/org/tensorflow/op/generator/TypeResolver.java
49 13 2
public synchronized Set completeSubgraph()
in tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow/Graph.java
43 12 2
private Set buildInputsClass()
in tensorflow-core/tensorflow-core-generator/src/main/java/org/tensorflow/op/generator/ClassGenerator.java
92 12 0
public List updateStateList()
in tensorflow-framework/src/main/java/org/tensorflow/framework/metrics/MeanIoU.java
44 12 4
public static LossTuple squeezeOrExpandDimensions()
in tensorflow-framework/src/main/java/org/tensorflow/framework/losses/impl/LossesHelper.java
41 12 4
private void collectOpMethods()
in tensorflow-core/tensorflow-core-generator/src/main/java/org/tensorflow/processor/operator/OperatorProcessor.java
55 11 3
public List updateStateList()
in tensorflow-framework/src/main/java/org/tensorflow/framework/metrics/impl/Reduce.java
64 11 3
protected void init()
in tensorflow-framework/src/main/java/org/tensorflow/framework/metrics/AUC.java
47 11 1
private static LossTuple removeSqueezableDimensions()
in tensorflow-framework/src/main/java/org/tensorflow/framework/op/math/ConfusionMatrix.java
25 11 4
public static LossTuple removeSqueezableDimensions()
in tensorflow-framework/src/main/java/org/tensorflow/framework/losses/impl/LossesHelper.java
24 11 4
void importIdsFrom()
in tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow/op/NameScope.java
31 10 1