microsoft / Windows-Machine-Learning
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 652 units with 7,932 lines of code in units (46.0% of code).
    • 0 very complex units (0 lines of code)
    • 3 complex units (659 lines of code)
    • 18 medium complex units (1,727 lines of code)
    • 26 simple units (894 lines of code)
    • 605 very simple units (4,652 lines of code)
0% | 8% | 21% | 11% | 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
cpp0% | 12% | 36% | 17% | 34%
h0% | 8% | 7% | 4% | 80%
tsx0% | 0% | 18% | 10% | 71%
cs0% | 0% | 31% | 0% | 68%
ts0% | 0% | 10% | 0% | 89%
py0% | 0% | 0% | 34% | 65%
js0% | 0% | 0% | 17% | 82%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
Tools/WinMLRunner/src0% | 12% | 23% | 11% | 53%
Tools/WinMLDashboard/src/cpp0% | 0% | 26% | 9% | 64%
Testing/SamplesTest/SamplesTest0% | 0% | 31% | 0% | 68%
Tools/WinMLDashboard/src/components0% | 0% | 60% | 0% | 39%
Tools/WinMLDashboard/src/datastore0% | 0% | 36% | 0% | 63%
Tools/WinMLDashboard/src/view0% | 0% | 7% | 3% | 89%
Testing/WinMLRunnerTest0% | 0% | 0% | 47% | 52%
Tools/WinMLDashboard/src/native0% | 0% | 0% | 17% | 82%
Tools/WinMLDashboard/public0% | 0% | 0% | 34% | 65%
Tools/WinMLDashboard/src0% | 0% | 0% | 17% | 82%
Tools/WinMLDashboard/src/fonts0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
void OutputHelper::WritePerformanceDataToCSV()
in Tools/WinMLRunner/src/OutputHelper.cpp
430 38 8
inline HRESULT D3DX12ParsePipelineStream()
in Tools/WinMLRunner/src/d3dx12.h
129 30 2
100 26 4
void PrintOrSaveEvaluationResults()
in Tools/WinMLRunner/src/BindingUtilities.cpp
120 23 5
ITensor CreateBindableTensor()
in Tools/WinMLRunner/src/BindingUtilities.cpp
129 21 7
static ITensor CreateTensor()
in Tools/WinMLRunner/src/BindingUtilities.cpp
164 20 4
void PopulateLearningModelDeviceList()
in Tools/WinMLRunner/src/LearningModelDeviceHelper.cpp
183 20 2
HRESULT DebugOperator::Compute()
in Tools/WinMLDashboard/src/cpp/DebugRunner/debug_cpu.cpp
73 19 1
void OutputHelper::WritePerIterationPerformance()
in Tools/WinMLRunner/src/OutputHelper.cpp
103 19 3
int run()
in Tools/WinMLRunner/src/Run.cpp
88 19 4
void IterateBindAndEvaluate()
in Tools/WinMLRunner/src/Run.cpp
61 17 11
static std::wstring Stringify()
in Tools/WinMLRunner/src/TypeHelper.h
39 17 1
public render()
in Tools/WinMLDashboard/src/components/KeyValueEditor.tsx
92 15 0
export function rootReducer()
in Tools/WinMLDashboard/src/datastore/reducers.ts
33 15 2
ITensor CreateBindableTensor()
in Tools/WinMLDashboard/src/cpp/DebugRunner/BindingUtilities.h
109 14 2
void OutputHelper::PrintResults()
in Tools/WinMLRunner/src/OutputHelper.cpp
230 14 7
private getView()
in Tools/WinMLDashboard/src/view/convert/View.tsx
25 12 0
void CommandLineArgs::SetupOutputDirectories()
in Tools/WinMLRunner/src/CommandLineArgs.cpp
53 12 3
inline UINT64 UpdateSubresources()
in Tools/WinMLRunner/src/d3dx12.h
51 12 5
public void Draw()
in Testing/SamplesTest/SamplesTest/MnistTest.cs
116 11 1