mirror of
https://github.com/mihakralj/QuanTAlib.git
synced 2026-07-29 02:07:42 +00:00
ac8b2dbb3f
feat(trends): implement IDisposable in Bessel and Conv classes to manage event subscriptions fix(trends): add validation for period and parameters in Kama and MGDI calculations fix(trends): clamp logarithmic calculations in JMA to avoid -Infinity
540 lines
16 KiB
C#
540 lines
16 KiB
C#
using System;
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using System.Collections;
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using System.Numerics;
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using System.Runtime.CompilerServices;
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using System.Runtime.InteropServices;
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namespace QuanTAlib;
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/// <summary>
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/// A high-performance circular buffer for double values optimized for SIMD operations.
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/// Uses pinned memory and maintains running sum for O(1) average calculations.
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/// </summary>
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/// <remarks>
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/// Key characteristics:
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/// - Fixed capacity set at construction
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/// - Pinned memory for SIMD compatibility
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/// - O(1) Add and Sum operations via running sum
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/// - SIMD-accelerated Min/Max operations
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/// - Direct span access when buffer is contiguous
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/// - Thread-unsafe for maximum performance
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/// </remarks>
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[SkipLocalsInit]
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public sealed class RingBuffer : IEnumerable<double>
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{
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private readonly double[] _buffer;
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private readonly int _capacity;
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private int _head;
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private int _count;
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private double _sum;
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// Snapshot state
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private int _savedHead;
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private int _savedCount;
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private double _savedSum;
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private double _savedValue;
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/// <summary>
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/// Creates a new RingBuffer with the specified capacity.
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/// Uses pinned memory for SIMD compatibility.
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/// </summary>
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/// <param name="capacity">Maximum number of elements (must be > 0)</param>
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public RingBuffer(int capacity)
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{
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if (capacity <= 0)
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throw new ArgumentException("Capacity must be greater than 0", nameof(capacity));
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_capacity = capacity;
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_buffer = GC.AllocateArray<double>(capacity, pinned: true);
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_head = 0;
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_count = 0;
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_sum = 0;
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}
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/// <summary>
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/// Maximum number of elements the buffer can hold.
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/// </summary>
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public int Capacity
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get => _capacity;
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}
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/// <summary>
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/// Current number of elements in the buffer.
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/// </summary>
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public int Count
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get => _count;
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}
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/// <summary>
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/// True if the buffer is full (Count == Capacity).
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/// </summary>
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public bool IsFull
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get => _count == _capacity;
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}
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/// <summary>
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/// Running sum of all elements in the buffer.
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/// O(1) operation using maintained running sum.
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/// </summary>
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public double Sum
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get => _sum;
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}
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/// <summary>
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/// Recalculates the sum by iterating over all elements.
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/// Useful for correcting floating-point drift after many updates.
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/// </summary>
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public double RecalculateSum()
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{
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double sum = 0;
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var span = GetSpan();
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for (int i = 0; i < span.Length; i++)
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{
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sum += span[i];
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}
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_sum = sum;
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return sum;
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}
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/// <summary>
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/// Average of all elements in the buffer.
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/// Returns 0 if buffer is empty.
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/// </summary>
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public double Average
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get => _count > 0 ? _sum / _count : 0;
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}
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/// <summary>
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/// Gets the newest (most recently added) value.
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/// Returns double.NaN if buffer is empty.
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/// </summary>
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public double Newest
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get
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{
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if (_count == 0) return double.NaN;
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int idx = (_head - 1 + _capacity) % _capacity;
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return _buffer[idx];
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}
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}
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/// <summary>
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/// Gets the oldest value in the buffer.
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/// Returns double.NaN if buffer is empty.
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/// </summary>
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public double Oldest
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get
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{
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if (_count == 0) return double.NaN;
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int start = _count == _capacity ? _head : 0;
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return _buffer[start];
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}
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}
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/// <summary>
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/// Gets the index in the internal buffer where the oldest element is located.
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/// </summary>
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public int StartIndex
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get => _count == _capacity ? _head : 0;
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}
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/// <summary>
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/// Gets a read-only span over the internal buffer array for direct SIMD access.
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/// </summary>
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public ReadOnlySpan<double> InternalBuffer
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get => _buffer.AsSpan();
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}
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/// <summary>
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/// Adds a value to the buffer.
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/// If full, the oldest value is overwritten and its value is subtracted from the sum.
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/// Returns the value that was removed (0 if buffer was not full).
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/// </summary>
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/// <param name="value">Value to add</param>
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/// <returns>The removed oldest value, or 0 if buffer was not full</returns>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public double Add(double value)
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{
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double removed = 0;
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if (_count == _capacity)
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{
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removed = _buffer[_head];
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_sum -= removed;
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}
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else
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{
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_count++;
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}
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_buffer[_head] = value;
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_sum += value;
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_head = (_head + 1) % _capacity;
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return removed;
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}
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/// <summary>
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/// Adds a value with support for bar correction semantics.
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/// </summary>
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/// <param name="value">Value to add</param>
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/// <param name="isNew">True for new bar, false for update to current bar</param>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public void Add(double value, bool isNew)
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{
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if (isNew || _count == 0)
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{
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Add(value);
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}
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else
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{
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UpdateNewest(value);
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}
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}
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/// <summary>
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/// Updates the newest (most recently added) value.
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/// This is used for bar correction (isNew=false semantics).
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/// </summary>
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/// <param name="value">New value to replace the newest</param>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public void UpdateNewest(double value)
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{
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if (_count == 0) return;
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int idx = (_head - 1 + _capacity) % _capacity;
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double oldValue = _buffer[idx];
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_sum -= oldValue;
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_sum += value;
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_buffer[idx] = value;
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}
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/// <summary>
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/// Gets or sets element at the specified index (0 = oldest, Count-1 = newest).
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/// Supports negative indexing via Index type.
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/// </summary>
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public double this[Index index]
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{
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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get => GetAt(index);
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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set => SetAt(index, value);
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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private double GetAt(Index index)
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{
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int actualIndex = index.IsFromEnd ? _count - index.Value : index.Value;
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ArgumentOutOfRangeException.ThrowIfGreaterThanOrEqual((uint)actualIndex, (uint)_count);
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int start = _count == _capacity ? _head : 0;
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int bufferIdx = (start + actualIndex) % _capacity;
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return _buffer[bufferIdx];
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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private void SetAt(Index index, double value)
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{
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int actualIndex = index.IsFromEnd ? _count - index.Value : index.Value;
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ArgumentOutOfRangeException.ThrowIfGreaterThanOrEqual((uint)actualIndex, (uint)_count);
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int start = _count == _capacity ? _head : 0;
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int bufferIdx = (start + actualIndex) % _capacity;
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_sum -= _buffer[bufferIdx];
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_sum += value;
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_buffer[bufferIdx] = value;
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}
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/// <summary>
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/// Returns a span over the buffer contents.
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/// If buffer is contiguous, returns direct span (SIMD-friendly).
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/// If wrapped, returns span over a copy.
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/// </summary>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public ReadOnlySpan<double> GetSpan()
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{
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if (_count == 0) return ReadOnlySpan<double>.Empty;
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int start = _count == _capacity ? _head : 0;
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if (start + _count <= _capacity)
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{
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return new ReadOnlySpan<double>(_buffer, start, _count);
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}
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return new ReadOnlySpan<double>(ToArray());
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}
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/// <summary>
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/// Returns a span over the entire internal buffer (for advanced SIMD use).
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/// </summary>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public ReadOnlySpan<double> GetInternalSpan() => _buffer.AsSpan();
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/// <summary>
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/// Returns the maximum value in the buffer using SIMD acceleration.
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/// </summary>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public double Max()
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{
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if (_count == 0) return double.NaN;
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return MaxSimd();
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}
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/// <summary>
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/// Returns the minimum value in the buffer using SIMD acceleration.
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/// </summary>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public double Min()
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{
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if (_count == 0) return double.NaN;
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return MinSimd();
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining | MethodImplOptions.AggressiveOptimization)]
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private double MaxSimd()
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{
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var span = GetSpan();
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var vectorSize = Vector<double>.Count;
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var maxVector = new Vector<double>(double.MinValue);
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int i = 0;
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ref double spanRef = ref MemoryMarshal.GetReference(span);
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for (; i <= span.Length - vectorSize; i += vectorSize)
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{
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maxVector = Vector.Max(maxVector, Unsafe.As<double, Vector<double>>(ref Unsafe.Add(ref spanRef, i)));
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}
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double max = double.MinValue;
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for (int j = 0; j < vectorSize; j++)
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{
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max = Math.Max(max, maxVector[j]);
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}
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for (; i < span.Length; i++)
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{
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max = Math.Max(max, span[i]);
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}
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return max;
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining | MethodImplOptions.AggressiveOptimization)]
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private double MinSimd()
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{
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var span = GetSpan();
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var vectorSize = Vector<double>.Count;
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var minVector = new Vector<double>(double.MaxValue);
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int i = 0;
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ref double spanRef = ref MemoryMarshal.GetReference(span);
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for (; i <= span.Length - vectorSize; i += vectorSize)
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{
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minVector = Vector.Min(minVector, Unsafe.As<double, Vector<double>>(ref Unsafe.Add(ref spanRef, i)));
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}
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double min = double.MaxValue;
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for (int j = 0; j < vectorSize; j++)
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{
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min = Math.Min(min, minVector[j]);
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}
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for (; i < span.Length; i++)
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{
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min = Math.Min(min, span[i]);
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}
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return min;
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}
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/// <summary>
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/// Clears all elements from the buffer.
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/// </summary>
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public void Clear()
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{
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Array.Clear(_buffer, 0, _buffer.Length);
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_head = 0;
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_count = 0;
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_sum = 0;
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}
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/// <summary>
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/// Copies the buffer elements to a new array in chronological order.
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/// </summary>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public double[] ToArray()
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{
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if (_count == 0) return Array.Empty<double>();
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double[] array = new double[_count];
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CopyTo(array, 0);
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return array;
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}
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/// <summary>
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/// Copies elements to destination array starting at destinationIndex.
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/// </summary>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public void CopyTo(double[] destination, int destinationIndex)
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{
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if (_count == 0) return;
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int start = _count == _capacity ? _head : 0;
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if (start + _count <= _capacity)
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{
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Array.Copy(_buffer, start, destination, destinationIndex, _count);
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}
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else
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{
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int firstPartLength = _capacity - start;
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Array.Copy(_buffer, start, destination, destinationIndex, firstPartLength);
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Array.Copy(_buffer, 0, destination, destinationIndex + firstPartLength, _count - firstPartLength);
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}
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}
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/// <summary>
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/// Creates a copy of the current state for bar correction support.
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/// </summary>
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public RingBuffer Clone()
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{
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var clone = new RingBuffer(_capacity);
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Array.Copy(_buffer, clone._buffer, _capacity);
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clone._head = _head;
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clone._count = _count;
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clone._sum = _sum;
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return clone;
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}
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/// <summary>
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/// Copies state from another RingBuffer.
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/// Both buffers must have the same capacity.
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/// </summary>
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public void CopyFrom(RingBuffer source)
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{
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if (source._capacity != _capacity)
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throw new ArgumentException("Source buffer must have same capacity", nameof(source));
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Array.Copy(source._buffer, _buffer, _capacity);
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_head = source._head;
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_count = source._count;
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_sum = source._sum;
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}
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/// <summary>
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/// Captures the current state of the buffer.
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/// Must be called BEFORE adding a new value if you intend to Restore later.
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/// </summary>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public void Snapshot()
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{
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_savedHead = _head;
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_savedCount = _count;
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_savedSum = _sum;
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_savedValue = _buffer[_head];
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}
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/// <summary>
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/// Restores the buffer to the state captured by Snapshot.
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/// </summary>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public void Restore()
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{
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_head = _savedHead;
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_count = _savedCount;
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_sum = _savedSum;
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_buffer[_head] = _savedValue;
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}
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/// <summary>
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/// Returns an enumerator that iterates through the buffer in chronological order.
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/// </summary>
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public Enumerator GetEnumerator() => new(this);
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IEnumerator<double> IEnumerable<double>.GetEnumerator() => GetEnumerator();
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IEnumerator IEnumerable.GetEnumerator() => GetEnumerator();
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/// <summary>
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/// High-performance enumerator for the RingBuffer.
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/// </summary>
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public struct Enumerator : IEnumerator<double>, IEquatable<Enumerator>
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{
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private readonly RingBuffer _buffer;
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private readonly int _start;
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private readonly int _count;
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private int _index;
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private double _current;
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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internal Enumerator(RingBuffer buffer)
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{
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_buffer = buffer;
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_count = buffer._count;
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_start = buffer._count == buffer._capacity ? buffer._head : 0;
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_index = -1;
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_current = default;
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}
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public bool MoveNext()
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{
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if (_index + 1 >= _count)
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return false;
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_index++;
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int bufferIdx = (_start + _index) % _buffer._capacity;
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_current = _buffer._buffer[bufferIdx];
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return true;
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}
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public readonly double Current => _current;
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readonly object IEnumerator.Current => Current;
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[MethodImpl(MethodImplOptions.AggressiveInlining)]
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public void Reset()
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{
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_index = -1;
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_current = default;
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}
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public readonly void Dispose() { }
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public readonly bool Equals(Enumerator other) =>
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ReferenceEquals(_buffer, other._buffer) &&
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_start == other._start &&
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_count == other._count &&
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_index == other._index &&
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_current.Equals(other._current);
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public override readonly bool Equals(object? obj) =>
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obj is Enumerator other && Equals(other);
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public override readonly int GetHashCode() =>
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HashCode.Combine(RuntimeHelpers.GetHashCode(_buffer), _start, _count, _index, _current);
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public static bool operator ==(Enumerator left, Enumerator right) => left.Equals(right);
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public static bool operator !=(Enumerator left, Enumerator right) => !left.Equals(right);
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}
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}
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