XChart重构:共享数据模型快照、时间序列与多分辨率系列,伪3D散点图/雷达图接入共享数据

This commit is contained in:
2026-08-31 08:29:42 +08:00
parent 48ef51d169
commit 216d157472
28 changed files with 3188 additions and 144 deletions
+8
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@@ -0,0 +1,8 @@
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using System;
using System.Collections.Generic;
using UnityEngine;
using XericLibrary.Runtime.UIGraph;
namespace XericUI.XChart.Line
{
[AddComponentMenu("Xeric/XChart/Line/Line Chart")]
[ExecuteAlways]
public sealed class XLineChart : XChartBase
{
[SerializeField] private Color m_LineColor = new Color(0.33f, 0.67f, 1f, 1f);
[SerializeField] private float m_LineThickness = 2f;
[SerializeField] private int m_MaximumBuckets = 1024;
[SerializeField] private float m_WindowDuration = 60f;
private UILineRendererV2 m_Renderer;
private long m_LastVersion = -1;
protected override void OnEnable()
{
base.OnEnable();
EnsureRenderer();
}
private void EnsureRenderer()
{
if (m_Renderer != null) return;
var layer = new GameObject("LineRenderer", typeof(RectTransform), typeof(UILineRendererV2));
var rect = layer.GetComponent<RectTransform>();
rect.SetParent(ToolsRoot, false);
rect.anchorMin = Vector2.zero;
rect.anchorMax = Vector2.one;
rect.offsetMin = Vector2.zero;
rect.offsetMax = Vector2.zero;
layer.hideFlags = CurrentFlags;
m_Renderer = layer.GetComponent<UILineRendererV2>();
}
protected override void LateUpdate()
{
base.LateUpdate();
EnsureRenderer();
var snapshot = DataModel.Snapshot;
if (snapshot == null || snapshot.RecordCount < 2 || snapshot.NumericDimensionCount == 0 || snapshot.Version == m_LastVersion) return;
m_LastVersion = snapshot.Version;
Draw(snapshot);
}
public bool TryAddSample(double timestamp, float value)
{
EnsureDefaultDimension();
return DataModel.TryAddRecord(timestamp, new[] { value });
}
private void EnsureDefaultDimension()
{
if (DataModel.NumericDimensionCount > 0) return;
DataModel.SetDimensions(new List<XChartDimensionDefinition>
{
new XChartDimensionDefinition("value", "Value", XChartDimensionKind.Number),
});
}
private void Draw(XChartDataSnapshot snapshot)
{
m_Renderer.ClearAll();
float width = Mathf.Max(1f, ((RectTransform)transform).rect.width);
float height = Mathf.Max(1f, ((RectTransform)transform).rect.height);
int start = Mathf.Max(0, snapshot.RecordCount - Mathf.Clamp(Mathf.CeilToInt(width), 2, m_MaximumBuckets));
float min = float.MaxValue;
float max = float.MinValue;
for (int i = start; i < snapshot.RecordCount; i++)
{
float value = snapshot.Values[i * snapshot.NumericDimensionCount];
min = Mathf.Min(min, value);
max = Mathf.Max(max, value);
}
if (Mathf.Approximately(min, max)) max = min + 1f;
var points = new Vector2[snapshot.RecordCount - start];
for (int i = start; i < snapshot.RecordCount; i++)
{
float x = (i - start) * width / Mathf.Max(1, snapshot.RecordCount - start - 1) - width * 0.5f;
float value = snapshot.Values[i * snapshot.NumericDimensionCount];
float y = Mathf.InverseLerp(min, max, value) * height - height * 0.5f;
points[i - start] = new Vector2(x, y);
}
m_Renderer.DrawPolyline(points, m_LineColor, m_LineThickness);
}
}
}
+11
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+2 -3
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@@ -275,11 +275,10 @@ namespace XericUI.XChart.Pseudo3D
if (ShowGridLines)
{
DrawGridLines();
GridRenderer.RootObject.SetActive(true);
}
else
{
GridRenderer.RootObject.SetActive(false);
GridRenderer.ClearAll();
}
}
}
@@ -458,4 +457,4 @@ namespace XericUI.XChart.Pseudo3D
GridRenderer = null;
}
}
}
}
@@ -141,7 +141,6 @@ namespace XericUI.XChart.Pseudo3D
}
SyncShapeParams();
SetVisible(true);
}
// ── 形状参数同步 ──────────────────────────────────────────
@@ -258,4 +257,4 @@ namespace XericUI.XChart.Pseudo3D
m_PointColors = null;
}
}
}
}
@@ -74,8 +74,8 @@ namespace XericUI.XChart.Pseudo3D
private XChartDataModel3D m_DataModel = new XChartDataModel3D();
/// <summary>数据模型(只读)</summary>
public XChartDataModel3D DataModel => m_DataModel;
/// <summary>3D 数据模型(只读)</summary>
public XChartDataModel3D DataModel3D => m_DataModel;
// ── 初始化 ────────────────────────────────────────────────
@@ -203,6 +203,7 @@ namespace XericUI.XChart.Pseudo3D
public void SetData(double[] xs, double[] ys, double[] zs)
{
m_DataModel.SetPoints(xs, ys, zs);
SetSharedData(xs, ys, zs);
RefreshChart();
}
@@ -225,9 +226,31 @@ namespace XericUI.XChart.Pseudo3D
public void AddDataPoint(double x, double y, double z)
{
m_DataModel.AddPoint(x, y, z);
EnsureSharedDimensions();
DataModel.TryAddRecord(m_DataModel.PointCount, new[] { (float)x, (float)y, (float)z });
RefreshChart();
}
private void SetSharedData(double[] xs, double[] ys, double[] zs)
{
EnsureSharedDimensions();
DataModel.Clear();
int count = System.Math.Min(System.Math.Min(xs.Length, ys.Length), zs.Length);
for (int i = 0; i < count; i++)
DataModel.TryAddRecord(i, new[] { (float)xs[i], (float)ys[i], (float)zs[i] });
}
private void EnsureSharedDimensions()
{
if (DataModel.NumericDimensionCount == 3) return;
DataModel.SetDimensions(new System.Collections.Generic.List<XChartDimensionDefinition>
{
new XChartDimensionDefinition("x", "X", XChartDimensionKind.Number),
new XChartDimensionDefinition("y", "Y", XChartDimensionKind.Number),
new XChartDimensionDefinition("z", "Z", XChartDimensionKind.Number),
});
}
/// <summary>清空所有数据</summary>
public void ClearData()
{
@@ -384,4 +407,4 @@ namespace XericUI.XChart.Pseudo3D
}
#endif
}
}
}
+2 -3
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@@ -119,7 +119,6 @@ namespace XericUI.XChart.Radar
var labelsObj = CreateChild("Labels");
LabelsRoot = labelsObj;
SetVisible(true);
}
// ── 标记脏 ────────────────────────────────────────────────
@@ -281,7 +280,7 @@ namespace XericUI.XChart.Radar
for (int i = 0; i < count; i++)
{
var labelObj = new GameObject($"Label_{i}");
var labelObj = new GameObject($"Label_{i}", typeof(RectTransform));
labelObj.transform.SetParent(LabelsRoot, false);
labelObj.hideFlags = CurrentFlags;
@@ -311,4 +310,4 @@ namespace XericUI.XChart.Radar
LabelTexts = null;
}
}
}
}
+1 -2
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@@ -53,7 +53,6 @@ namespace XericUI.XChart.Radar
rt.offsetMax = Vector2.zero;
}
SetVisible(true);
}
// ── 数据更新 ──────────────────────────────────────────────
@@ -133,4 +132,4 @@ namespace XericUI.XChart.Radar
m_Series = null;
}
}
}
}
+9 -3
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@@ -70,8 +70,8 @@ namespace XericUI.XChart.Radar
private XChartRadarDataModel m_DataModel = new XChartRadarDataModel();
/// <summary>数据模型(只读)</summary>
public XChartRadarDataModel DataModel => m_DataModel;
/// <summary>雷达数据模型(只读)</summary>
public XChartRadarDataModel RadarDataModel => m_DataModel;
// ── 预置颜色轮(用于自动分配颜色) ────────────────────────
@@ -208,6 +208,10 @@ namespace XericUI.XChart.Radar
public void SetDimensions(params string[] dimensionNames)
{
m_DataModel.SetDimensions(dimensionNames);
var dimensions = new System.Collections.Generic.List<XChartDimensionDefinition>(dimensionNames.Length);
for (int i = 0; i < dimensionNames.Length; i++)
dimensions.Add(new XChartDimensionDefinition($"radar_{i}", dimensionNames[i], XChartDimensionKind.Number));
DataModel.SetDimensions(dimensions);
// 由 Update 自动同步
}
@@ -222,12 +226,14 @@ namespace XericUI.XChart.Radar
{
Color color = s_ColorWheel[m_DataModel.SeriesCount % s_ColorWheel.Length];
m_DataModel.AddSeries(name, values, color, m_DefaultLineWidth);
DataModel.TryAddRecord(m_DataModel.SeriesCount, values, new[] { name });
}
/// <summary>添加一个数据系列(指定颜色)</summary>
public void AddSeries(string name, float[] values, Color color, float lineWidth = 2f)
{
m_DataModel.AddSeries(name, values, color, lineWidth);
DataModel.TryAddRecord(m_DataModel.SeriesCount, values, new[] { name });
}
/// <summary>批量设置数据系列</summary>
@@ -360,4 +366,4 @@ namespace XericUI.XChart.Radar
}
#endif
}
}
}
+19 -5
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@@ -15,9 +15,11 @@ namespace XericUI.XChart
[Header("工具管理")]
[SerializeField] private bool m_ShowDebug;
[SerializeField] private bool m_HideAllTools;
[SerializeField] private XChartDataModel m_DataModel = new XChartDataModel();
public XChartToolsManager ToolManager { get; private set; }
public Transform ToolsRoot { get; private set; }
public XChartDataModel DataModel => m_DataModel;
private bool m_IsInitialized;
@@ -48,10 +50,21 @@ namespace XericUI.XChart
var flags = CurrentFlags;
var toolsObj = new GameObject("[XChartTools]");
toolsObj.transform.SetParent(transform, false);
toolsObj.hideFlags = flags;
ToolsRoot = toolsObj.transform;
var toolsRoot = transform.Find("[XChartTools]") as RectTransform;
if (toolsRoot == null)
{
var toolsObj = new GameObject("[XChartTools]", typeof(RectTransform));
toolsRoot = toolsObj.GetComponent<RectTransform>();
toolsRoot.SetParent(transform, false);
}
toolsRoot.anchorMin = Vector2.zero;
toolsRoot.anchorMax = Vector2.one;
toolsRoot.offsetMin = Vector2.zero;
toolsRoot.offsetMax = Vector2.zero;
toolsRoot.pivot = new Vector2(0.5f, 0.5f);
toolsRoot.gameObject.hideFlags = flags;
ToolsRoot = toolsRoot;
ToolManager = new XChartToolsManager
{
@@ -94,6 +107,7 @@ namespace XericUI.XChart
protected virtual void OnDestroy()
{
m_DataModel?.DisposeRuntime();
if (ToolManager != null)
{
ToolManager.Dispose();
@@ -115,4 +129,4 @@ namespace XericUI.XChart
// 由派生类按需扩展
}
}
}
}
+177 -116
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@@ -1,22 +1,181 @@
using System;
using System.Collections.Generic;
using Unity.Collections;
using UnityEngine;
namespace XericUI.XChart
{
/// <summary>
/// 3D 散点图数据模型。
///
/// 存储 XYZ 三维坐标点数据,支持脏标记机制。
/// 每个数据点包含 (X, Y, Z) 三个浮点坐标值。
/// </summary>
public enum XChartDimensionKind
{
Number,
Time,
Label,
}
[Serializable]
public sealed class XChartDimensionDefinition
{
[SerializeField] private string m_Key;
[SerializeField] private string m_DisplayName;
[SerializeField] private XChartDimensionKind m_Kind;
[SerializeField] private string m_Format = "0.##";
[SerializeField] private bool m_Visible = true;
public string Key => m_Key;
public string DisplayName => m_DisplayName;
public XChartDimensionKind Kind => m_Kind;
public string Format => m_Format;
public bool Visible => m_Visible;
public XChartDimensionDefinition(string key, string displayName, XChartDimensionKind kind)
{
m_Key = key;
m_DisplayName = displayName;
m_Kind = kind;
}
}
[Serializable]
public sealed class XChartRecord
{
[SerializeField] private long m_RecordId;
[SerializeField] private double m_Timestamp;
[SerializeField] private float[] m_Values = Array.Empty<float>();
[SerializeField] private string[] m_Labels = Array.Empty<string>();
public long RecordId => m_RecordId;
public double Timestamp => m_Timestamp;
public IReadOnlyList<float> Values => m_Values;
public IReadOnlyList<string> Labels => m_Labels;
internal XChartRecord(long recordId, double timestamp, float[] values, string[] labels)
{
m_RecordId = recordId;
m_Timestamp = timestamp;
m_Values = values;
m_Labels = labels;
}
}
public sealed class XChartDataSnapshot : IDisposable
{
public NativeArray<double> Times { get; private set; }
public NativeArray<long> RecordIds { get; private set; }
public NativeArray<float> Values { get; private set; }
public int RecordCount { get; private set; }
public int NumericDimensionCount { get; private set; }
public long Version { get; private set; }
internal XChartDataSnapshot(IReadOnlyList<XChartRecord> records, int numericDimensionCount, long version)
{
RecordCount = records.Count;
NumericDimensionCount = numericDimensionCount;
Version = version;
var times = new NativeArray<double>(RecordCount, Allocator.Persistent);
var recordIds = new NativeArray<long>(RecordCount, Allocator.Persistent);
var values = new NativeArray<float>(RecordCount * numericDimensionCount, Allocator.Persistent);
for (int i = 0; i < RecordCount; i++)
{
times[i] = records[i].Timestamp;
recordIds[i] = records[i].RecordId;
for (int j = 0; j < numericDimensionCount; j++) values[i * numericDimensionCount + j] = records[i].Values[j];
}
Times = times;
RecordIds = recordIds;
Values = values;
}
public void Dispose()
{
if (Times.IsCreated) Times.Dispose();
if (RecordIds.IsCreated) RecordIds.Dispose();
if (Values.IsCreated) Values.Dispose();
}
}
[Serializable]
public sealed class XChartDataModel
{
[SerializeField] private int m_Capacity = 4096;
[SerializeField] private List<XChartDimensionDefinition> m_Dimensions = new List<XChartDimensionDefinition>();
[SerializeField] private List<XChartRecord> m_Records = new List<XChartRecord>();
[NonSerialized] private XChartDataSnapshot m_Snapshot;
[NonSerialized] private long m_Version;
[NonSerialized] private long m_NextRecordId = 1;
public IReadOnlyList<XChartDimensionDefinition> Dimensions => m_Dimensions;
public IReadOnlyList<XChartRecord> Records => m_Records;
public XChartDataSnapshot Snapshot => m_Snapshot;
public long Version => m_Version;
public int Capacity { get => m_Capacity; set => m_Capacity = Mathf.Max(1, value); }
public int NumericDimensionCount
{
get
{
int count = 0;
for (int i = 0; i < m_Dimensions.Count; i++) if (m_Dimensions[i].Kind == XChartDimensionKind.Number) count++;
return count;
}
}
public void SetDimensions(IList<XChartDimensionDefinition> dimensions)
{
m_Dimensions.Clear();
if (dimensions != null) for (int i = 0; i < dimensions.Count; i++) m_Dimensions.Add(dimensions[i]);
int numericCount = NumericDimensionCount;
for (int i = 0; i < m_Records.Count; i++)
{
var values = new float[numericCount];
int copyCount = Math.Min(values.Length, m_Records[i].Values.Count);
for (int j = 0; j < copyCount; j++) values[j] = m_Records[i].Values[j];
m_Records[i] = new XChartRecord(m_Records[i].RecordId, m_Records[i].Timestamp, values, CopyLabels(m_Records[i].Labels));
}
Publish();
}
public bool TryAddRecord(double timestamp, float[] values, string[] labels = null)
{
if (double.IsNaN(timestamp) || double.IsInfinity(timestamp) || values == null || values.Length != NumericDimensionCount) return false;
for (int i = 0; i < values.Length; i++) if (float.IsNaN(values[i]) || float.IsInfinity(values[i])) return false;
if (m_Records.Count > 0 && timestamp < m_Records[m_Records.Count - 1].Timestamp) return false;
if (m_Records.Count == Capacity) m_Records.RemoveAt(0);
var copy = new float[values.Length];
Array.Copy(values, copy, values.Length);
m_Records.Add(new XChartRecord(m_NextRecordId++, timestamp, copy, labels ?? Array.Empty<string>()));
Publish();
return true;
}
public void Clear()
{
m_Records.Clear();
Publish();
}
public void Publish()
{
var oldSnapshot = m_Snapshot;
m_Version++;
m_Snapshot = new XChartDataSnapshot(m_Records, NumericDimensionCount, m_Version);
oldSnapshot?.Dispose();
}
public void DisposeRuntime()
{
m_Snapshot?.Dispose();
m_Snapshot = null;
}
private static string[] CopyLabels(IReadOnlyList<string> labels)
{
var copy = new string[labels.Count];
for (int i = 0; i < labels.Count; i++) copy[i] = labels[i];
return copy;
}
}
public class XChartDataModel3D
{
// ── 数据点结构 ────────────────────────────────────────────
/// <summary>
/// 单个数据点。
/// </summary>
[Serializable]
public struct DataPoint
{
@@ -34,46 +193,21 @@ namespace XericUI.XChart
public Vector3 ToVector3() => new Vector3((float)x, (float)y, (float)z);
}
// ── 数据存储 ──────────────────────────────────────────────
private List<DataPoint> m_Points = new List<DataPoint>();
/// <summary>所有数据点列表(只读)</summary>
public IReadOnlyList<DataPoint> Points => m_Points;
/// <summary>数据点数量</summary>
public int PointCount => m_Points.Count;
/// <summary>是否有数据</summary>
public bool HasData => m_Points.Count > 0;
// ── 数据范围(自动追踪) ──────────────────────────────────
/// <summary>X 轴最小值</summary>
public double MinX { get; private set; }
/// <summary>X 轴最大值</summary>
public double MaxX { get; private set; }
/// <summary>Y 轴最小值</summary>
public double MinY { get; private set; }
/// <summary>Y 轴最大值</summary>
public double MaxY { get; private set; }
/// <summary>Z 轴最小值</summary>
public double MinZ { get; private set; }
/// <summary>Z 轴最大值</summary>
public double MaxZ { get; private set; }
/// <summary>X 轴跨度</summary>
public double RangeX => MaxX - MinX;
/// <summary>Y 轴跨度</summary>
public double RangeY => MaxY - MinY;
/// <summary>Z 轴跨度</summary>
public double RangeZ => MaxZ - MinZ;
/// <summary>所有轴的最大跨度(用于归一化)</summary>
public double MaxRange => Math.Max(Math.Max(RangeX, RangeY), RangeZ);
// ── 脏标记 ────────────────────────────────────────────────
[Flags]
public enum DirtyFlags
{
@@ -84,46 +218,27 @@ namespace XericUI.XChart
}
public DirtyFlags CurrentDirty { get; private set; }
public void MarkDirty(DirtyFlags flag)
{
CurrentDirty |= flag;
}
public void ClearDirty(DirtyFlags flag)
{
CurrentDirty &= ~flag;
}
public void MarkDirty(DirtyFlags flag) { CurrentDirty |= flag; }
public void ClearDirty(DirtyFlags flag) { CurrentDirty &= ~flag; }
public bool IsDirty(DirtyFlags flag) => (CurrentDirty & flag) != 0;
// ── 数据操作 ──────────────────────────────────────────────
/// <summary>设置所有数据点(覆盖模式)</summary>
public void SetPoints(IList<DataPoint> points)
{
m_Points.Clear();
if (points != null)
{
foreach (var p in points)
m_Points.Add(p);
}
if (points != null) for (int i = 0; i < points.Count; i++) m_Points.Add(points[i]);
RecalculateRange();
MarkDirty(DirtyFlags.All);
}
/// <summary>设置原始坐标数据(批量)</summary>
public void SetPoints(double[] xs, double[] ys, double[] zs)
{
m_Points.Clear();
int count = Math.Min(Math.Min(xs.Length, ys.Length), zs.Length);
for (int i = 0; i < count; i++)
m_Points.Add(new DataPoint(xs[i], ys[i], zs[i]));
for (int i = 0; i < count; i++) m_Points.Add(new DataPoint(xs[i], ys[i], zs[i]));
RecalculateRange();
MarkDirty(DirtyFlags.All);
}
/// <summary>添加一个数据点</summary>
public void AddPoint(double x, double y, double z)
{
m_Points.Add(new DataPoint(x, y, z));
@@ -131,27 +246,6 @@ namespace XericUI.XChart
MarkDirty(DirtyFlags.DataChanged);
}
/// <summary>批量添加数据点</summary>
public void AddPoints(IList<DataPoint> points)
{
foreach (var p in points)
{
m_Points.Add(p);
UpdateRangeForPoint(p.x, p.y, p.z);
}
MarkDirty(DirtyFlags.DataChanged);
}
/// <summary>移除指定索引的数据点</summary>
public void RemovePoint(int index)
{
if (index < 0 || index >= m_Points.Count) return;
m_Points.RemoveAt(index);
RecalculateRange();
MarkDirty(DirtyFlags.All);
}
/// <summary>清空所有数据</summary>
public void ClearAll()
{
m_Points.Clear();
@@ -159,48 +253,20 @@ namespace XericUI.XChart
MarkDirty(DirtyFlags.All);
}
/// <summary>获取指定索引的数据点</summary>
public DataPoint GetPoint(int index)
{
return m_Points[index];
}
/// <summary>获取所有数据点作为 Vector3 数组</summary>
public Vector3[] GetPointsAsVector3()
{
var result = new Vector3[m_Points.Count];
for (int i = 0; i < m_Points.Count; i++)
result[i] = m_Points[i].ToVector3();
return result;
}
/// <summary>
/// 将数据点归一化到 [-1, 1] 立方体空间。
/// 基于各轴的最大跨度进行等比例缩放,保持比例。
/// </summary>
public Vector3[] GetNormalizedPoints()
{
if (m_Points.Count == 0) return Array.Empty<Vector3>();
double range = MaxRange;
if (range < double.Epsilon) range = 1.0;
double cx = (MinX + MaxX) * 0.5;
double cy = (MinY + MaxY) * 0.5;
double cz = (MinZ + MaxZ) * 0.5;
var result = new Vector3[m_Points.Count];
for (int i = 0; i < m_Points.Count; i++)
{
result[i] = new Vector3(
(float)((m_Points[i].x - cx) / range * 2.0),
(float)((m_Points[i].y - cy) / range * 2.0),
(float)((m_Points[i].z - cz) / range * 2.0));
}
result[i] = new Vector3((float)((m_Points[i].x - cx) / range * 2.0), (float)((m_Points[i].y - cy) / range * 2.0), (float)((m_Points[i].z - cz) / range * 2.0));
return result;
}
// ── 范围计算 ──────────────────────────────────────────────
private void RecalculateRange()
{
if (m_Points.Count == 0)
@@ -208,15 +274,10 @@ namespace XericUI.XChart
MinX = MaxX = MinY = MaxY = MinZ = MaxZ = 0;
return;
}
MinX = MaxX = m_Points[0].x;
MinY = MaxY = m_Points[0].y;
MinZ = MaxZ = m_Points[0].z;
for (int i = 1; i < m_Points.Count; i++)
{
UpdateRangeForPoint(m_Points[i].x, m_Points[i].y, m_Points[i].z);
}
for (int i = 1; i < m_Points.Count; i++) UpdateRangeForPoint(m_Points[i].x, m_Points[i].y, m_Points[i].z);
}
private void UpdateRangeForPoint(double x, double y, double z)
@@ -229,4 +290,4 @@ namespace XericUI.XChart
if (z > MaxZ) MaxZ = z;
}
}
}
}
@@ -0,0 +1,103 @@
using System;
using System.Collections.Generic;
namespace XericUI.XChart
{
public struct XChartAggregateBucket
{
public int StartIndex;
public int SampleCount;
public float First;
public float Last;
public float Minimum;
public float Maximum;
public float Mean;
}
public sealed class XChartMultiResolutionSeries
{
private readonly float[] m_Values;
private readonly List<XChartAggregateBucket[]> m_Levels = new List<XChartAggregateBucket[]>();
private int m_Head;
private int m_Count;
private long m_Version;
private long m_BuiltVersion = -1;
public XChartMultiResolutionSeries(int capacity)
{
if (capacity < 2) throw new ArgumentOutOfRangeException(nameof(capacity));
m_Values = new float[capacity];
}
public int Capacity => m_Values.Length;
public int Count => m_Count;
public long Version => m_Version;
public void Add(float value)
{
if (float.IsNaN(value) || float.IsInfinity(value)) return;
int index = (m_Head + m_Count) % Capacity;
if (m_Count == Capacity)
{
m_Values[m_Head] = value;
m_Head = (m_Head + 1) % Capacity;
}
else
{
m_Values[index] = value;
m_Count++;
}
m_Version++;
}
public void GetBuckets(int maximumBucketCount, List<XChartAggregateBucket> output)
{
if (output == null) throw new ArgumentNullException(nameof(output));
if (maximumBucketCount < 1) throw new ArgumentOutOfRangeException(nameof(maximumBucketCount));
RebuildLevels();
output.Clear();
if (m_Count == 0) return;
int level = 0;
while (level + 1 < m_Levels.Count && m_Levels[level + 1].Length >= maximumBucketCount) level++;
var buckets = m_Levels[level];
for (int i = 0; i < buckets.Length; i++) output.Add(buckets[i]);
}
private void RebuildLevels()
{
if (m_BuiltVersion == m_Version) return;
m_Levels.Clear();
var level = new XChartAggregateBucket[m_Count];
for (int i = 0; i < m_Count; i++)
{
float value = m_Values[(m_Head + i) % Capacity];
level[i] = new XChartAggregateBucket { StartIndex = i, SampleCount = 1, First = value, Last = value, Minimum = value, Maximum = value, Mean = value };
}
m_Levels.Add(level);
while (level.Length > 1)
{
var next = new XChartAggregateBucket[(level.Length + 1) / 2];
for (int i = 0; i < next.Length; i++)
{
var left = level[i * 2];
if (i * 2 + 1 >= level.Length) { next[i] = left; continue; }
var right = level[i * 2 + 1];
int count = left.SampleCount + right.SampleCount;
next[i] = new XChartAggregateBucket
{
StartIndex = left.StartIndex,
SampleCount = count,
First = left.First,
Last = right.Last,
Minimum = Math.Min(left.Minimum, right.Minimum),
Maximum = Math.Max(left.Maximum, right.Maximum),
Mean = (left.Mean * left.SampleCount + right.Mean * right.SampleCount) / count,
};
}
m_Levels.Add(next);
level = next;
}
m_BuiltVersion = m_Version;
}
}
}
@@ -0,0 +1,11 @@
fileFormatVersion: 2
guid: 5da2dfee6a6ec904cb16de6d035c7416
MonoImporter:
externalObjects: {}
serializedVersion: 2
defaultReferences: []
executionOrder: 0
icon: {instanceID: 0}
userData:
assetBundleName:
assetBundleVariant:
+297
View File
@@ -0,0 +1,297 @@
using System;
using System.Collections.Generic;
namespace XericUI.XChart
{
/// <summary>输入值不可用于绘图或统计时的处理方式。</summary>
public enum XChartInvalidSamplePolicy
{
Reject,
StoreGap,
ClampToLastFinite,
}
/// <summary>按时间排列的单个时序样本。无效样本是折线断开标记,不参与数值统计。</summary>
public struct XChartTimeSample
{
public readonly double Time;
public readonly double Value;
public readonly bool IsValid;
public XChartTimeSample(double time, double value, bool isValid = true)
{
Time = time;
Value = value;
IsValid = isValid;
}
}
[Flags]
public enum XChartStatisticMask
{
None = 0,
First = 1 << 0,
Last = 1 << 1,
Minimum = 1 << 2,
Maximum = 1 << 3,
Mean = 1 << 4,
Sum = 1 << 5,
Rms = 1 << 6,
Count = 1 << 7,
Default = First | Last | Minimum | Maximum | Mean | Count,
}
/// <summary>
/// 一个屏幕列/时间桶的统计快照。绘制包络时使用 Minimum/Maximum;普通折线可选择 Mean 或 Last。
/// BucketIndex 对应请求窗口的 [0, BucketCount) 横向列;HadInvalid 用于在此处断线。
/// </summary>
public struct XChartTimeBucket
{
public int BucketIndex;
public int BucketCount;
public int ValidCount;
public int InvalidCount;
public double StartTime;
public double EndTime;
public double First;
public double Last;
public double Minimum;
public double Maximum;
public double Sum;
public double Mean;
public double Rms;
public bool HasValue => ValidCount > 0;
public bool HadInvalid => InvalidCount > 0;
public double NormalizedCenter => (BucketIndex + 0.5d) / BucketCount;
internal void Add(in XChartTimeSample sample)
{
if (!sample.IsValid)
{
InvalidCount++;
return;
}
if (ValidCount == 0)
{
First = Minimum = Maximum = sample.Value;
}
Last = sample.Value;
Minimum = Math.Min(Minimum, sample.Value);
Maximum = Math.Max(Maximum, sample.Value);
Sum += sample.Value;
Rms += sample.Value * sample.Value;
ValidCount++;
}
internal void FinalizeStatistics()
{
if (ValidCount == 0)
{
First = Last = Minimum = Maximum = Sum = Mean = Rms = double.NaN;
return;
}
Mean = Sum / ValidCount;
Rms = Math.Sqrt(Rms / ValidCount);
}
}
/// <summary>
/// 面向实时图表的固定容量时序存储。
///
/// 写入达到容量后覆盖最早数据;读取按显示窗口映射到固定数量的像素桶,并仅在数据版本或查询参数改变时重算。
/// 它不持有 Unity 对象,可被后台采集线程调用;返回的数据被复制到调用方列表,避免暴露环形数组。
/// </summary>
public sealed class XChartTimeSeriesData
{
private readonly object m_Gate = new object();
private readonly XChartTimeSample[] m_Ring;
private readonly XChartTimeBucket[] m_WorkBuckets;
private readonly List<XChartTimeBucket> m_CachedBuckets;
private readonly int[] m_TouchedBucketIndices;
private int m_Head;
private int m_Count;
private long m_Version;
private bool m_HasLastFinite;
private double m_LastFiniteValue;
private long m_CachedVersion = -1;
private double m_CachedStart;
private double m_CachedEnd;
private int m_CachedBucketCount;
public XChartTimeSeriesData(int capacity, int maximumBucketCount = 2048,
XChartInvalidSamplePolicy invalidSamplePolicy = XChartInvalidSamplePolicy.StoreGap)
{
if (capacity <= 0) throw new ArgumentOutOfRangeException(nameof(capacity));
if (maximumBucketCount <= 0) throw new ArgumentOutOfRangeException(nameof(maximumBucketCount));
Capacity = capacity;
MaximumBucketCount = maximumBucketCount;
InvalidSamplePolicy = invalidSamplePolicy;
m_Ring = new XChartTimeSample[capacity];
m_WorkBuckets = new XChartTimeBucket[maximumBucketCount];
m_TouchedBucketIndices = new int[maximumBucketCount];
m_CachedBuckets = new List<XChartTimeBucket>(maximumBucketCount);
}
public int Capacity { get; }
public int MaximumBucketCount { get; }
public XChartInvalidSamplePolicy InvalidSamplePolicy { get; set; }
public int Count { get { lock (m_Gate) return m_Count; } }
public long Version { get { lock (m_Gate) return m_Version; } }
private long m_DroppedSampleCount;
public long DroppedSampleCount { get { lock (m_Gate) return m_DroppedSampleCount; } }
/// <summary>写入一条样本。时间必须为有限数;非递增时间会被拒绝,保证窗口映射可预测。</summary>
public bool TryAdd(double time, double value)
{
lock (m_Gate)
{
if (!IsFinite(time))
{
m_DroppedSampleCount++;
return false;
}
if (m_Count > 0 && time <= GetLogicalSample(m_Count - 1).Time)
{
m_DroppedSampleCount++;
return false;
}
bool valid = IsFinite(value);
if (!valid && InvalidSamplePolicy == XChartInvalidSamplePolicy.Reject)
{
m_DroppedSampleCount++;
return false;
}
if (!valid && InvalidSamplePolicy == XChartInvalidSamplePolicy.ClampToLastFinite && m_HasLastFinite)
{
value = m_LastFiniteValue;
valid = true;
}
AddUnchecked(new XChartTimeSample(time, valid ? value : double.NaN, valid));
if (valid)
{
m_LastFiniteValue = value;
m_HasLastFinite = true;
}
m_Version++;
return true;
}
}
/// <summary>清除样本和缓存,不改变已配置容量。</summary>
public void Clear()
{
lock (m_Gate)
{
m_Head = m_Count = 0;
m_HasLastFinite = false;
m_CachedVersion = -1;
m_CachedBuckets.Clear();
m_Version++;
}
}
/// <summary>
/// 返回 [startTime, endTime] 内的非空统计桶。bucketCount 通常设为绘图区实际像素宽度,超过上限会抛出异常以杜绝隐式扩容。
/// 调用方应复用 output;方法不会分配新的托管数组。
/// </summary>
public void GetBuckets(double startTime, double endTime, int bucketCount, List<XChartTimeBucket> output)
{
if (output == null) throw new ArgumentNullException(nameof(output));
if (!IsFinite(startTime) || !IsFinite(endTime) || endTime <= startTime)
throw new ArgumentException("显示窗口必须为有限且递增的时间区间。");
if (bucketCount <= 0 || bucketCount > MaximumBucketCount)
throw new ArgumentOutOfRangeException(nameof(bucketCount));
lock (m_Gate)
{
if (!IsCacheValid(startTime, endTime, bucketCount))
RebuildBuckets(startTime, endTime, bucketCount);
output.Clear();
for (int i = 0; i < m_CachedBuckets.Count; i++) output.Add(m_CachedBuckets[i]);
}
}
private bool IsCacheValid(double startTime, double endTime, int bucketCount)
{
return m_CachedVersion == m_Version && m_CachedStart == startTime && m_CachedEnd == endTime && m_CachedBucketCount == bucketCount;
}
private void RebuildBuckets(double startTime, double endTime, int bucketCount)
{
m_CachedBuckets.Clear();
int touchedCount = 0;
double duration = endTime - startTime;
for (int logicalIndex = 0; logicalIndex < m_Count; logicalIndex++)
{
XChartTimeSample sample = GetLogicalSample(logicalIndex);
if (sample.Time < startTime || sample.Time > endTime) continue;
int index = sample.Time == endTime
? bucketCount - 1
: Math.Min(bucketCount - 1, (int)((sample.Time - startTime) / duration * bucketCount));
ref XChartTimeBucket bucket = ref m_WorkBuckets[index];
if (bucket.ValidCount == 0 && bucket.InvalidCount == 0)
{
bucket.BucketIndex = index;
bucket.BucketCount = bucketCount;
bucket.StartTime = startTime + duration * index / bucketCount;
bucket.EndTime = startTime + duration * (index + 1) / bucketCount;
m_TouchedBucketIndices[touchedCount++] = index;
}
bucket.Add(sample);
}
Array.Sort(m_TouchedBucketIndices, 0, touchedCount);
for (int i = 0; i < touchedCount; i++)
{
int index = m_TouchedBucketIndices[i];
m_WorkBuckets[index].FinalizeStatistics();
m_CachedBuckets.Add(m_WorkBuckets[index]);
m_WorkBuckets[index] = default(XChartTimeBucket);
}
m_CachedStart = startTime;
m_CachedEnd = endTime;
m_CachedBucketCount = bucketCount;
m_CachedVersion = m_Version;
}
private void AddUnchecked(in XChartTimeSample sample)
{
int writeIndex = (m_Head + m_Count) % Capacity;
if (m_Count == Capacity)
{
m_Ring[m_Head] = sample;
m_Head = (m_Head + 1) % Capacity;
}
else
{
m_Ring[writeIndex] = sample;
m_Count++;
}
}
private XChartTimeSample GetLogicalSample(int logicalIndex)
{
return m_Ring[(m_Head + logicalIndex) % Capacity];
}
private static bool IsFinite(double value)
{
return !double.IsNaN(value) && !double.IsInfinity(value);
}
}
}
@@ -0,0 +1,11 @@
fileFormatVersion: 2
guid: 1ba8f20974171534ea339419729afcc2
MonoImporter:
externalObjects: {}
serializedVersion: 2
defaultReferences: []
executionOrder: 0
icon: {instanceID: 0}
userData:
assetBundleName:
assetBundleVariant:
+12 -2
View File
@@ -79,7 +79,7 @@ namespace XericUI.XChart
protected RectTransform CreateChild(string childName)
{
var child = new GameObject(childName);
var child = new GameObject(childName, typeof(RectTransform));
child.transform.SetParent(RootTransform, false);
child.hideFlags = CurrentFlags;
@@ -88,6 +88,16 @@ namespace XericUI.XChart
return rt;
}
protected RectTransform CreateStretchChild(string childName)
{
var child = CreateChild(childName);
child.anchorMin = Vector2.zero;
child.anchorMax = Vector2.one;
child.offsetMin = Vector2.zero;
child.offsetMax = Vector2.zero;
return child;
}
protected T CreateChildComponent<T>(string childName) where T : Component
{
var child = CreateChild(childName);
@@ -101,4 +111,4 @@ namespace XericUI.XChart
if (RootObject != null) RootObject.SetActive(visible);
}
}
}
}
+8 -3
View File
@@ -47,8 +47,13 @@ namespace XericUI.XChart
? HideFlags.HideAndDontSave
: HideFlags.DontSaveInEditor;
var rootObject = new GameObject(toolName);
rootObject.transform.SetParent(ToolsRoot, false);
var rootObject = new GameObject(toolName, typeof(RectTransform));
var rootTransform = rootObject.GetComponent<RectTransform>();
rootTransform.SetParent(ToolsRoot, false);
rootTransform.anchorMin = Vector2.zero;
rootTransform.anchorMax = Vector2.one;
rootTransform.offsetMin = Vector2.zero;
rootTransform.offsetMax = Vector2.zero;
rootObject.hideFlags = flags;
var tool = new T();
@@ -155,4 +160,4 @@ namespace XericUI.XChart
m_Tools.Clear();
}
}
}
}