Files
XCharts/Runtime/Helper/SerieHelper.cs

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/************************************************/
/* */
/* Copyright (c) 2018 - 2021 monitor1394 */
/* https://github.com/monitor1394 */
/* */
/************************************************/
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using System.Collections.Generic;
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using System.Text;
using UnityEngine;
namespace XCharts
{
public static partial class SerieHelper
{
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public static double GetMinData(Serie serie, int dimension = 1, DataZoom dataZoom = null)
{
double min = double.MaxValue;
var dataList = serie.GetDataList(dataZoom);
for (int i = 0; i < dataList.Count; i++)
{
var serieData = dataList[i];
if (serieData.show && serieData.data.Count > dimension)
{
var value = serieData.data[dimension];
if (value < min && !serie.IsIgnoreValue(value)) min = value;
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}
}
return min == double.MaxValue ? 0 : min;
}
public static SerieData GetMinSerieData(Serie serie, int dimension = 1, DataZoom dataZoom = null)
{
double min = double.MaxValue;
SerieData minData = null;
var dataList = serie.GetDataList(dataZoom);
for (int i = 0; i < dataList.Count; i++)
{
var serieData = dataList[i];
if (serieData.show && serieData.data.Count > dimension)
{
var value = serieData.data[dimension];
if (value < min && !serie.IsIgnoreValue(value))
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{
min = value;
minData = serieData;
}
}
}
return minData;
}
public static double GetMaxData(Serie serie, int dimension = 1, DataZoom dataZoom = null)
{
double max = double.MinValue;
var dataList = serie.GetDataList(dataZoom);
for (int i = 0; i < dataList.Count; i++)
{
var serieData = dataList[i];
if (serieData.show && serieData.data.Count > dimension)
{
var value = serieData.data[dimension];
if (value > max && !serie.IsIgnoreValue(value)) max = value;
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}
}
return max == double.MinValue ? 0 : max;
}
public static SerieData GetMaxSerieData(Serie serie, int dimension = 1, DataZoom dataZoom = null)
{
double max = double.MinValue;
SerieData maxData = null;
var dataList = serie.GetDataList(dataZoom);
for (int i = 0; i < dataList.Count; i++)
{
var serieData = dataList[i];
if (serieData.show && serieData.data.Count > dimension)
{
var value = serieData.data[dimension];
if (value > max && !serie.IsIgnoreValue(value))
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{
max = value;
maxData = serieData;
}
}
}
return maxData;
}
public static double GetAverageData(Serie serie, int dimension = 1, DataZoom dataZoom = null)
{
double total = 0;
var dataList = serie.GetDataList(dataZoom);
for (int i = 0; i < dataList.Count; i++)
{
var serieData = dataList[i];
if (serieData.show && serieData.data.Count > dimension)
{
var value = serieData.data[dimension];
if (!serie.IsIgnoreValue(value))
total += value;
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}
}
return total != 0 ? total / dataList.Count : 0;
}
private static List<double> s_TempList = new List<double>();
public static double GetMedianData(Serie serie, int dimension = 1, DataZoom dataZoom = null)
{
s_TempList.Clear();
var dataList = serie.GetDataList(dataZoom);
for (int i = 0; i < dataList.Count; i++)
{
var serieData = dataList[i];
if (serieData.show && serieData.data.Count > dimension)
{
var value = serieData.data[dimension];
if (!serie.IsIgnoreValue(value))
s_TempList.Add(value);
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}
}
s_TempList.Sort();
var n = s_TempList.Count;
if (n % 2 == 0) return (s_TempList[n / 2] + s_TempList[n / 2 - 1]) / 2;
else return s_TempList[n / 2];
}
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/// <summary>
/// Gets the maximum and minimum values of the specified dimension of a serie.
/// 获得系列指定维数的最大最小值。
/// </summary>
/// <param name="serie">指定系列</param>
/// <param name="dimension">指定维数</param>
/// <param name="min">最小值</param>
/// <param name="max">最大值</param>
/// <param name="dataZoom">缩放组件默认null</param>
public static void GetMinMaxData(Serie serie, int dimension, out double min, out double max,
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DataZoom dataZoom = null)
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{
max = double.MinValue;
min = double.MaxValue;
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var dataList = serie.GetDataList(dataZoom);
for (int i = 0; i < dataList.Count; i++)
{
var serieData = dataList[i];
if (serieData.show && serieData.data.Count > dimension)
{
var value = serieData.data[dimension];
if (!serie.IsIgnoreValue(value))
{
if (value > max) max = value;
if (value < min) min = value;
}
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}
}
}
/// <summary>
/// Gets the maximum and minimum values of all data in the serie.
/// 获得系列所有数据的最大最小值。
/// </summary>
/// <param name="serie"></param>
/// <param name="min"></param>
/// <param name="max"></param>
/// <param name="dataZoom"></param>
public static void GetMinMaxData(Serie serie, out double min, out double max, DataZoom dataZoom = null, int dimension = 0)
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{
max = double.MinValue;
min = double.MaxValue;
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var dataList = serie.GetDataList(dataZoom);
for (int i = 0; i < dataList.Count; i++)
{
var serieData = dataList[i];
if (serieData.show)
{
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var count = 0;
if (dimension > 0) count = dimension;
else count = serie.showDataDimension > serieData.data.Count
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? serieData.data.Count
: serie.showDataDimension;
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for (int j = 0; j < count; j++)
{
var value = serieData.data[j];
if (!serie.IsIgnoreValue(value))
{
if (value > max) max = value;
if (value < min) min = value;
}
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}
}
}
}
/// <summary>
/// Whether the data for the specified dimension of serie are all 0.
/// 系列指定维数的数据是否全部为0。
/// </summary>
/// <param name="serie">系列</param>
/// <param name="dimension">指定维数</param>
/// <returns></returns>
public static bool IsAllZeroValue(Serie serie, int dimension = 1)
{
foreach (var serieData in serie.data)
{
if (serieData.GetData(dimension) != 0) return false;
}
return true;
}
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/// <summary>
/// 更新运行时中心点和半径
/// </summary>
/// <param name="chartWidth"></param>
/// <param name="chartHeight"></param>
public static void UpdateCenter(Serie serie, Vector3 chartPosition, float chartWidth, float chartHeight)
{
if (serie.center.Length < 2) return;
var centerX = serie.center[0] <= 1 ? chartWidth * serie.center[0] : serie.center[0];
var centerY = serie.center[1] <= 1 ? chartHeight * serie.center[1] : serie.center[1];
serie.runtimeCenterPos = chartPosition + new Vector3(centerX, centerY);
var minWidth = Mathf.Min(chartWidth, chartHeight);
serie.runtimeInsideRadius = serie.radius[0] <= 1 ? minWidth * serie.radius[0] : serie.radius[0];
serie.runtimeOutsideRadius = serie.radius[1] <= 1 ? minWidth * serie.radius[1] : serie.radius[1];
}
public static void UpdateRect(Serie serie, Vector3 chartPosition, float chartWidth, float chartHeight)
{
if (serie.left != 0 || serie.right != 0 || serie.top != 0 || serie.bottom != 0)
{
var runtimeLeft = serie.left <= 1 ? serie.left * chartWidth : serie.left;
var runtimeBottom = serie.bottom <= 1 ? serie.bottom * chartHeight : serie.bottom;
var runtimeTop = serie.top <= 1 ? serie.top * chartHeight : serie.top;
var runtimeRight = serie.right <= 1 ? serie.right * chartWidth : serie.right;
serie.runtimeX = chartPosition.x + runtimeLeft;
serie.runtimeY = chartPosition.y + runtimeBottom;
serie.runtimeWidth = chartWidth - runtimeLeft - runtimeRight;
serie.runtimeHeight = chartHeight - runtimeTop - runtimeBottom;
serie.runtimeCenterPos = new Vector3(serie.runtimeX + serie.runtimeWidth / 2,
serie.runtimeY + serie.runtimeHeight / 2);
}
else
{
serie.runtimeX = chartPosition.x;
serie.runtimeY = chartPosition.y;
serie.runtimeWidth = chartWidth;
serie.runtimeHeight = chartHeight;
serie.runtimeCenterPos = chartPosition + new Vector3(chartWidth / 2, chartHeight / 2);
}
}
public static Color32 GetItemBackgroundColor(Serie serie, SerieData serieData, ChartTheme theme, int index,
bool highlight, bool useDefault = true)
{
var color = ChartConst.clearColor32;
if (highlight)
{
var itemStyleEmphasis = GetItemStyleEmphasis(serie, serieData);
if (itemStyleEmphasis != null && !ChartHelper.IsClearColor(itemStyleEmphasis.backgroundColor))
{
color = itemStyleEmphasis.backgroundColor;
ChartHelper.SetColorOpacity(ref color, itemStyleEmphasis.opacity);
return color;
}
}
var itemStyle = GetItemStyle(serie, serieData);
if (!ChartHelper.IsClearColor(itemStyle.backgroundColor))
{
color = itemStyle.backgroundColor;
if (highlight) color = ChartHelper.GetHighlightColor(color);
ChartHelper.SetColorOpacity(ref color, itemStyle.opacity);
return color;
}
else if (useDefault)
{
color = theme.GetColor(index);
if (highlight) color = ChartHelper.GetHighlightColor(color);
color.a = 50;
return color;
}
return color;
}
public static Color32 GetItemColor(Serie serie, SerieData serieData, ChartTheme theme, int index, bool highlight)
{
if (serie == null) return ChartConst.clearColor32;
if (highlight)
{
var itemStyleEmphasis = GetItemStyleEmphasis(serie, serieData);
if (itemStyleEmphasis != null && !ChartHelper.IsClearColor(itemStyleEmphasis.color))
{
var color = itemStyleEmphasis.color;
ChartHelper.SetColorOpacity(ref color, itemStyleEmphasis.opacity);
return color;
}
}
var itemStyle = GetItemStyle(serie, serieData);
if (!ChartHelper.IsClearColor(itemStyle.color))
{
return itemStyle.GetColor();
}
else
{
var color = theme.GetColor(index);
if (highlight) color = ChartHelper.GetHighlightColor(color);
ChartHelper.SetColorOpacity(ref color, itemStyle.opacity);
return color;
}
}
public static Color32 GetItemColor0(Serie serie, SerieData serieData, ChartTheme theme, bool highlight, Color32 defaultColor)
{
if (serie == null) return ChartConst.clearColor32;
if (highlight)
{
var itemStyleEmphasis = GetItemStyleEmphasis(serie, serieData);
if (itemStyleEmphasis != null && !ChartHelper.IsClearColor(itemStyleEmphasis.color))
{
var color = itemStyleEmphasis.color0;
ChartHelper.SetColorOpacity(ref color, itemStyleEmphasis.opacity);
return color;
}
}
var itemStyle = GetItemStyle(serie, serieData);
if (!ChartHelper.IsClearColor(itemStyle.color0))
{
return itemStyle.GetColor0();
}
else
{
var color = defaultColor;
if (highlight) color = ChartHelper.GetHighlightColor(color);
ChartHelper.SetColorOpacity(ref color, itemStyle.opacity);
return color;
}
}
public static Color32 GetItemToColor(Serie serie, SerieData serieData, ChartTheme theme, int index, bool highlight)
{
if (highlight)
{
var itemStyleEmphasis = GetItemStyleEmphasis(serie, serieData);
if (itemStyleEmphasis != null && !ChartHelper.IsClearColor(itemStyleEmphasis.toColor))
{
return itemStyleEmphasis.GetColor();
}
}
var itemStyle = GetItemStyle(serie, serieData, highlight);
if (itemStyle == null) itemStyle = serieData.itemStyle;
if (!ChartHelper.IsClearColor(itemStyle.toColor))
{
var color = itemStyle.toColor;
if (highlight) color = ChartHelper.GetHighlightColor(color);
ChartHelper.SetColorOpacity(ref color, itemStyle.opacity);
return color;
}
if (!ChartHelper.IsClearColor(itemStyle.color))
{
var color = itemStyle.color;
if (highlight) color = ChartHelper.GetHighlightColor(color);
ChartHelper.SetColorOpacity(ref color, itemStyle.opacity);
return color;
}
else
{
var color = theme.GetColor(index);
if (highlight) color = ChartHelper.GetHighlightColor(color);
ChartHelper.SetColorOpacity(ref color, itemStyle.opacity);
return color;
}
}
public static bool IsDownPoint(Serie serie, int index)
{
var dataPoints = serie.dataPoints;
if (dataPoints.Count < 2) return false;
else if (index > 0 && index < dataPoints.Count - 1)
{
var lp = dataPoints[index - 1];
var np = dataPoints[index + 1];
var cp = dataPoints[index];
var dot = Vector3.Cross(np - lp, cp - np);
return dot.z < 0;
}
else if (index == 0)
{
return dataPoints[0].y < dataPoints[1].y;
}
else if (index == dataPoints.Count - 1)
{
return dataPoints[index].y < dataPoints[index - 1].y;
}
else
{
return false;
}
}
public static ItemStyle GetItemStyle(Serie serie, SerieData serieData, bool highlight = false)
{
if (highlight)
{
var style = GetItemStyleEmphasis(serie, serieData);
if (style == null) return GetItemStyle(serie, serieData, false);
else return style;
}
else if (serie.IsPerformanceMode()) return serie.itemStyle;
else if (serieData != null && serieData.enableItemStyle) return serieData.itemStyle;
else return serie.itemStyle;
}
public static ItemStyle GetItemStyleEmphasis(Serie serie, SerieData serieData)
{
if (!serie.IsPerformanceMode() && serieData != null && serieData.enableEmphasis && serieData.emphasis.show)
return serieData.emphasis.itemStyle;
else if (serie.emphasis.show) return serie.emphasis.itemStyle;
else return null;
}
public static SerieLabel GetSerieLabel(Serie serie, SerieData serieData, bool highlight = false)
{
if (highlight)
{
if (!serie.IsPerformanceMode() && serieData.enableEmphasis && serieData.emphasis.show)
return serieData.emphasis.label;
else if (serie.emphasis.show) return serie.emphasis.label;
else return serie.label;
}
else
{
if (!serie.IsPerformanceMode() && serieData.enableLabel) return serieData.label;
else return serie.label;
}
}
public static IconStyle GetIconStyle(Serie serie, SerieData serieData)
{
if (serieData.enableIconStyle) return serieData.iconStyle;
else return serie.iconStyle;
}
public static SerieSymbol GetSerieSymbol(Serie serie, SerieData serieData)
{
if (!serie.IsPerformanceMode() && serieData.enableSymbol) return serieData.symbol;
else return serie.symbol;
}
public static Color32 GetAreaColor(Serie serie, ChartTheme theme, int index, bool highlight)
{
var areaStyle = serie.areaStyle;
var color = !ChartHelper.IsClearColor(areaStyle.color) ? areaStyle.color : theme.GetColor(index);
if (highlight)
{
if (!ChartHelper.IsClearColor(areaStyle.highlightColor)) color = areaStyle.highlightColor;
else color = ChartHelper.GetHighlightColor(color);
}
ChartHelper.SetColorOpacity(ref color, areaStyle.opacity);
return color;
}
public static Color32 GetAreaToColor(Serie serie, ChartTheme theme, int index, bool highlight)
{
var areaStyle = serie.areaStyle;
if (!ChartHelper.IsClearColor(areaStyle.toColor))
{
var color = areaStyle.toColor;
if (highlight)
{
if (!ChartHelper.IsClearColor(areaStyle.highlightToColor)) color = areaStyle.highlightToColor;
else color = ChartHelper.GetHighlightColor(color);
}
ChartHelper.SetColorOpacity(ref color, areaStyle.opacity);
return color;
}
else
{
return GetAreaColor(serie, theme, index, highlight);
}
}
public static Color32 GetLineColor(Serie serie, ChartTheme theme, int index, bool highlight)
{
Color32 color = ChartConst.clearColor32;
if (highlight)
{
var itemStyleEmphasis = GetItemStyleEmphasis(serie, null);
if (itemStyleEmphasis != null && !ChartHelper.IsClearColor(itemStyleEmphasis.color))
{
color = itemStyleEmphasis.color;
ChartHelper.SetColorOpacity(ref color, itemStyleEmphasis.opacity);
return color;
}
}
if (!ChartHelper.IsClearColor(serie.lineStyle.color)) color = serie.lineStyle.GetColor();
else if (!ChartHelper.IsClearColor(serie.itemStyle.color)) color = serie.itemStyle.GetColor();
if (ChartHelper.IsClearColor(color))
{
color = theme.GetColor(index);
ChartHelper.SetColorOpacity(ref color, serie.lineStyle.opacity);
}
if (highlight) color = ChartHelper.GetHighlightColor(color);
return color;
}
public static float GetSymbolBorder(Serie serie, SerieData serieData, ChartTheme theme, bool highlight, bool useLineWidth = true)
{
var itemStyle = GetItemStyle(serie, serieData, highlight);
if (itemStyle != null && itemStyle.borderWidth != 0) return itemStyle.borderWidth;
else return serie.lineStyle.GetWidth(theme.serie.lineWidth);
}
public static float[] GetSymbolCornerRadius(Serie serie, SerieData serieData, bool highlight)
{
var itemStyle = GetItemStyle(serie, serieData, highlight);
if (itemStyle != null) return itemStyle.cornerRadius;
else return null;
}
public static string GetNumericFormatter(Serie serie, SerieData serieData)
{
var itemStyle = SerieHelper.GetItemStyle(serie, serieData);
if (!string.IsNullOrEmpty(itemStyle.numericFormatter)) return itemStyle.numericFormatter;
else return string.Empty;
}
/// <summary>
/// 获得指定维数的最大最小值
/// </summary>
/// <param name="dimension"></param>
/// <param name="dataZoom"></param>
/// <returns></returns>
public static void UpdateMinMaxData(Serie serie, int dimension, int ceilRate = 0, DataZoom dataZoom = null)
{
double min = 0, max = 0;
GetMinMaxData(serie, dimension, out min, out max, dataZoom);
if (ceilRate < 0)
{
serie.runtimeDataMin = min;
serie.runtimeDataMax = max;
}
else
{
serie.runtimeDataMin = ChartHelper.GetMinDivisibleValue(min, ceilRate);
serie.runtimeDataMax = ChartHelper.GetMaxDivisibleValue(max, ceilRate);
}
}
public static void GetAllMinMaxData(Serie serie, int ceilRate = 0, DataZoom dataZoom = null)
{
double min = 0, max = 0;
GetMinMaxData(serie, out min, out max, dataZoom);
if (ceilRate < 0)
{
serie.runtimeDataMin = min;
serie.runtimeDataMax = max;
}
else
{
serie.runtimeDataMin = ChartHelper.GetMinDivisibleValue(min, ceilRate);
serie.runtimeDataMax = ChartHelper.GetMaxDivisibleValue(max, ceilRate);
}
}
private static List<SerieData> emptyFilter = new List<SerieData>();
/// <summary>
/// 根据dataZoom更新数据列表缓存
/// </summary>
/// <param name="dataZoom"></param>
public static void UpdateFilterData(Serie serie, DataZoom dataZoom)
{
if (dataZoom == null || !dataZoom.enable) return;
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if (dataZoom.IsContainsXAxis(serie.xAxisIndex))
{
if (dataZoom.IsXAxisIndexValue(serie.xAxisIndex))
{
double min = 0, max = 0;
dataZoom.GetXAxisIndexValue(serie.xAxisIndex, out min, out max);
UpdateFilterData_XAxisValue(serie, dataZoom, 0, min, max);
}
else
{
UpdateFilterData_Category(serie, dataZoom);
}
}
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else if (dataZoom.IsContainsYAxis(serie.yAxisIndex))
{
if (dataZoom.IsYAxisIndexValue(serie.yAxisIndex))
{
double min = 0, max = 0;
dataZoom.GetYAxisIndexValue(serie.yAxisIndex, out min, out max);
UpdateFilterData_XAxisValue(serie, dataZoom, 0, min, max);
}
else
{
UpdateFilterData_Category(serie, dataZoom);
}
}
}
private static void UpdateFilterData_XAxisValue(Serie serie, DataZoom dataZoom, int dimension, double min, double max)
{
var data = serie.data;
var startValue = min + (max - min) * dataZoom.start / 100;
var endValue = min + (max - min) * dataZoom.end / 100;
if (endValue < startValue) endValue = startValue;
if (startValue != serie.m_FilterStartValue || endValue != serie.m_FilterEndValue
|| dataZoom.minShowNum != serie.m_FilterMinShow || serie.m_NeedUpdateFilterData)
{
serie.m_FilterStartValue = startValue;
serie.m_FilterEndValue = endValue;
serie.m_FilterMinShow = dataZoom.minShowNum;
serie.m_NeedUpdateFilterData = false;
serie.m_FilterData.Clear();
foreach (var serieData in data)
{
var value = serieData.GetData(dimension);
if (value >= startValue && value <= endValue)
{
serie.m_FilterData.Add(serieData);
}
}
}
else if (endValue == 0)
{
serie.m_FilterData = emptyFilter;
}
}
private static void UpdateFilterData_Category(Serie serie, DataZoom dataZoom)
{
var data = serie.data;
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var range = Mathf.RoundToInt(data.Count * (dataZoom.end - dataZoom.start) / 100);
if (range <= 0) range = 1;
int start = 0, end = 0;
if (dataZoom.runtimeInvert)
{
end = Mathf.CeilToInt(data.Count * dataZoom.end / 100);
start = end - range;
if (start < 0) start = 0;
}
else
{
start = Mathf.FloorToInt(data.Count * dataZoom.start / 100);
end = start + range;
if (end > data.Count) end = data.Count;
}
if (start != serie.m_FilterStart || end != serie.m_FilterEnd
|| dataZoom.minShowNum != serie.m_FilterMinShow || serie.m_NeedUpdateFilterData)
{
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serie.m_FilterStart = start;
serie.m_FilterEnd = end;
serie.m_FilterMinShow = dataZoom.minShowNum;
serie.m_NeedUpdateFilterData = false;
if (data.Count > 0)
{
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if (range < dataZoom.minShowNum)
{
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if (dataZoom.minShowNum > data.Count) range = data.Count;
else range = dataZoom.minShowNum;
}
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serie.m_FilterData = data.GetRange(start, range);
}
else
{
serie.m_FilterData = data;
}
}
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else if (end == 0)
{
serie.m_FilterData = emptyFilter;
}
}
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public static void UpdateSerieRuntimeFilterData(Serie serie, bool filterInvisible = true)
{
serie.runtimeSortedData.Clear();
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foreach (var serieData in serie.data)
{
if (!filterInvisible || (filterInvisible && serieData.show))
serie.runtimeSortedData.Add(serieData);
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}
switch (serie.dataSortType)
{
case SerieDataSortType.Ascending:
serie.runtimeSortedData.Sort(delegate (SerieData data1, SerieData data2)
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{
var value1 = data1.GetData(1);
var value2 = data2.GetData(1);
if (value1 == value2) return 0;
else if (value1 > value2) return 1;
else return -1;
});
break;
case SerieDataSortType.Descending:
serie.runtimeSortedData.Sort(delegate (SerieData data1, SerieData data2)
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{
var value1 = data1.GetData(1);
var value2 = data2.GetData(1);
if (value1 == value2) return 0;
else if (value1 > value2) return -1;
else return 1;
});
break;
case SerieDataSortType.None:
break;
}
}
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}
}