performance-testing

by foryourhealth111-pixel

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SKILL.md About

---
name: performance-testing
description: Benchmark indicator performance with BenchmarkDotNet. Use for Series/Buffer/Stream benchmarks, regression detection, and optimization patterns. Target 1.5x Series for StreamHub, 1.2x for BufferList.
---

# Performance testing

## Running benchmarks

```bash
cd tools/performance

# Run all benchmarks (~15-20 minutes)
dotnet run -c Release

# Run specific category
dotnet run -c Release --filter *StreamIndicators*
dotnet run -c Release --filter *BufferIndicators*
dotnet run -c Release --filter *SeriesIndicators*

# Run specific indicator
dotnet run -c Release --filter *.EmaHub
```

## Adding benchmarks

### Series pattern

```csharp
[Benchmark]
public void ToMyIndicator() => quotes.ToMyIndicator(14);
```

### Stream pattern

```csharp
[Benchmark]
public object MyIndicatorHub() => quoteHub.ToMyIndicatorHub(14).Results;
```

### Buffer pattern

```csharp
[Benchmark]
public MyIndicatorList MyIndicatorList() => new(14) { quotes };
```

### Style comparison

```csharp
[Benchmark]
public IReadOnlyList<MyResult> MyIndicatorSeries() => quotes.ToMyIndicator(14);

[Benchmark]
public IReadOnlyList<MyResult> MyIndicatorBuffer() => quotes.ToMyIndicatorList(14);

[Benchmark]
public IReadOnlyList<MyResult> MyIndicatorStream() => quoteHub.ToMyIndicator(14).Results;
```

## Performance targets

**Note**: These are optimization goals for future v3.1+ effort. Current implementations vary—see `PERFORMANCE_ANALYSIS.md` for actual measured performance. Some indicator families (e.g., EMA) have inherent framework overhead due to simple operation costs.

| Style | Target vs Series | Use Case |
| ----- | ---------------- | -------- |
| Series | Baseline | Batch processing |
| BufferList | ≤ 1.2x | Incremental data |
| StreamHub | ≤ 1.5x | Real-time feeds |

## Expected execution times (502 periods)

**Note**: These are optimization targets. Actual execution times vary by indicator complexity and current implementation.

| Complexity | Time | Examples |
| ---------- | ---- | -------- |
| Fast | < 30μs | SMA, EMA, WMA, RSI |
| Medium | 30-60μs | MACD, Bollinger Bands, ATR |
| Complex | 60-100μs | HMA, ADX, Stochastic |
| Advanced | 100-200μs+ | Ichimoku, Hurst |

## Regression detection

```bash
# Auto-detect baseline and results
pwsh detect-regressions.ps1

# Custom threshold (default 10%)
pwsh detect-regressions.ps1 -ThresholdPercent 15
```

Exit codes:

- `0` - No regressions
- `1` - Regressions found

## Creating baselines

```bash
cp BenchmarkDotNet.Artifacts/results/Performance.*-report-full.json \
   baselines/baseline-v3.0.0.json
```

## Required optimization patterns

- Minimize allocations in hot paths
- Avoid LINQ in performance-critical loops
- Use `Span<T>` for zero-copy operations
- Cache calculations when possible
- Test with realistic data sizes (502 periods)

## Prohibited patterns

- Excessive LINQ in hot paths
- Boxing/unboxing of value types
- Unnecessary string allocations
- Redundant calculations in loops
- Poor cache locality

See `references/benchmark-patterns.md` for detailed patterns.

---
Last updated: December 31, 2025