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@ -1,4 +1,5 @@
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using System.Collections.ObjectModel;
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using Microsoft.VisualBasic;
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using OxyPlot;
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using OxyPlot.Axes;
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using OxyPlot.Legends;
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@ -24,26 +25,37 @@ namespace SmartAquaViewer.ViewModel
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}
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public void SetTankLineGraph(
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Dictionary<int, ObservableCollection<WaterQualityVO>> collection,
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ReadOnlyObservableCollection<WaterQualityVO> collection,
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List<int>? selectedTankNums,
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FieldItem? xField, FieldItem? yField,
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bool isMarker, bool showLegends)
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{
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Model.Series.Clear();
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Model.Axes.Clear();
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var xAxis = new DateTimeAxis
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{
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Position = AxisPosition.Bottom,
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Title = "시간",
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StringFormat = "HH:mm:ss",
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IntervalType = DateTimeIntervalType.Minutes,
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MajorGridlineStyle = LineStyle.Solid,
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MinorGridlineStyle = LineStyle.Dot
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};
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bool xIsTime = string.Equals(xField!.Name, "RecordedTime", StringComparison.OrdinalIgnoreCase);
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Axis xAxis = xIsTime
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? new DateTimeAxis
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{
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Position = AxisPosition.Bottom,
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Title = xField.Display,
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StringFormat = "MM-dd\nHH:mm",
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IntervalType = DateTimeIntervalType.Minutes,
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MajorGridlineStyle = LineStyle.Solid,
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MinorGridlineStyle = LineStyle.Dot
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}
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: new LinearAxis
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{
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Position = AxisPosition.Bottom,
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Title = xField.Display,
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MajorGridlineStyle = LineStyle.Solid,
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MinorGridlineStyle = LineStyle.Dot
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};
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var yAxis = new LinearAxis
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{
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Position = AxisPosition.Left,
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Title = yField.Display,
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Title = yField!.Display,
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MajorGridlineStyle = LineStyle.Solid,
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MinorGridlineStyle = LineStyle.Dot
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};
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@ -51,34 +63,57 @@ namespace SmartAquaViewer.ViewModel
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Model.Axes.Add(xAxis);
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Model.Axes.Add(yAxis);
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foreach (var (tankNum, datas) in collection.OrderBy(x => x.Key))
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{
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if (datas == null || datas.Count == 0)
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continue;
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var allTankIds = collection.SelectMany(w => w.Tanks)
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.Select(t => t.Number)
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.Distinct()
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.OrderBy(id => id)
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.ToList();
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var tankIds = (selectedTankNums == null || !selectedTankNums.Any())
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? allTankIds
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: allTankIds.Where(id => selectedTankNums.Contains(id)).ToList();
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if (tankIds.Count == 0) { Model.InvalidatePlot(true); return; }
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var orderedCollection = collection.OrderBy(r => r.RecordedTime);
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foreach (var tankId in tankIds)
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{
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var series = new LineSeries()
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{
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Title = tankNum.ToString(),
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Title = tankId.ToString(),
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MarkerType = isMarker ? MarkerType.Circle : MarkerType.None,
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MarkerSize = isMarker ? 3 : 0
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};
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foreach (var data in datas.OrderBy(d => d.RecordedTime))
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var points = new List<DataPoint>();
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foreach (var w in orderedCollection)
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{
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var tank = data.Tanks.Find(t => t.Number.Equals(tankNum));
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var y = ResolveTank(tank, yField.Name!);
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if (!y.HasValue) continue;
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var tank = w.Tanks.FirstOrDefault(t => t.Number == tankId);
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if (tank is null) continue;
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series.Points.Add(new DataPoint(
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DateTimeAxis.ToDouble(data.RecordedTime), // 여기서 recordedTime 사용
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y.Value));
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double? xVal = xIsTime
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? DateTimeAxis.ToDouble(w.RecordedTime)
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: ResolveTank(tank, xField.Name!); // 리플렉션: double? 반환
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double? yVal = ResolveTank(tank, yField.Name!);
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// ⚠️ 둘 중 하나라도 없으면 스킵
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if (!xVal.HasValue || !yVal.HasValue) continue;
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points.Add(new DataPoint(xVal.Value, yVal.Value));
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}
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foreach (var p in points.OrderBy(p => p.X))
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series.Points.Add(p);
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if (series.Points.Count > 0)
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{
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var xTracker = xIsTime ? $"시간: {{2:HH:mm}}" : $"{xField.Display}: {{2:0.###}}";
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// 트래커 포맷: 시간, 수조, 지표, 값
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series.TrackerFormatString =
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$"수조 {tankNum}\n시간: {{2:HH:mm}}\n{yField.Display}: {{4:0.###}}";
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$"수조 {tankId}\n{xTracker}\n{yField.Display}: {{4:0.###}}";
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Model.Series.Add(series);
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}
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}
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@ -173,14 +208,25 @@ namespace SmartAquaViewer.ViewModel
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Model.Series.Clear();
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Model.Axes.Clear();
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var xAxis = new DateTimeAxis
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{
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Position = AxisPosition.Bottom,
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StringFormat = "HH:mm:ss",
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IntervalType = DateTimeIntervalType.Minutes,
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MajorGridlineStyle = LineStyle.Solid,
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MinorGridlineStyle = LineStyle.Dot
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};
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bool xIsTime = string.Equals(xField!.Name, "RecordedTime", StringComparison.OrdinalIgnoreCase);
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Axis xAxis = xIsTime
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? new DateTimeAxis
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{
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Position = AxisPosition.Bottom,
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Title = xField.Display,
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StringFormat = "HH:mm:ss",
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IntervalType = DateTimeIntervalType.Minutes,
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MajorGridlineStyle = LineStyle.Solid,
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MinorGridlineStyle = LineStyle.Dot
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}
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: new LinearAxis
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{
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Position = AxisPosition.Bottom,
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Title = xField.Display,
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MajorGridlineStyle = LineStyle.Solid,
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MinorGridlineStyle = LineStyle.Dot
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};
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var yAxis = new LinearAxis
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{
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Position = AxisPosition.Left,
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@ -198,8 +244,23 @@ namespace SmartAquaViewer.ViewModel
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MarkerSize = isMarker ? 3 : 0
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};
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var points = new List<DataPoint>();
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foreach (var r in collection.OrderBy(r => r.RecordedTime))
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{
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double? xVal = xIsTime
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? DateTimeAxis.ToDouble(r.RecordedTime)
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: double.NaN;
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if (xVal.HasValue && double.IsNaN(xVal.Value))
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{
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xVal = selectedTab switch
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{
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MonitorTab.Filter => ResolveFilter(r, xField.Name!),
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MonitorTab.Sterilizer => ResolveSterilizer(r, xField.Name!),
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_ => xVal
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};
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}
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double? y = null;
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if (selectedTab.Equals(MonitorTab.Filter))
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y = ResolveFilter(r, yField.Name!);
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@ -208,16 +269,21 @@ namespace SmartAquaViewer.ViewModel
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if (!y.HasValue) continue;
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series.Points.Add(new DataPoint(
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DateTimeAxis.ToDouble(r.RecordedTime),
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points.Add(new DataPoint(
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xVal!.Value,
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y.Value));
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}
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if (series.Points.Count > 0)
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{
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// 트래커 포맷: 시간, 수조, 지표, 값
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series.TrackerFormatString =
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$"시간: {{2:HH:mm}}\n{yField.Display}: {{4:0.###}}";
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}
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foreach (var p in points.OrderBy(p => p.X))
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series.Points.Add(p);
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if (series.Points.Count > 0)
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{
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var xTracker = xIsTime ? $"시간: {{2:HH:mm}}" : $"{xField.Display}: {{2:0.###}}";
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// 트래커 포맷: 시간, 수조, 지표, 값
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series.TrackerFormatString =
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$"{xTracker}\n{yField.Display}: {{4:0.###}}";
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}
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Model.Series.Add(series);
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@ -330,22 +396,31 @@ namespace SmartAquaViewer.ViewModel
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}
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public void SetScatterPlot(
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List<WaterQualityVO> rows,
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ReadOnlyObservableCollection<WaterQualityVO> collection,
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FieldItem xAxisField,
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FieldItem yAxisField,
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List<int> selectedTankNums,
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double markerSize = 3,
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bool showRegression = false)
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bool showRegression = false,
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bool showLegends = true)
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{
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Model.Series.Clear();
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Model.Axes.Clear();
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var xAxis = new LinearAxis
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{
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Position = AxisPosition.Bottom,
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Title = xAxisField.Display,
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MajorGridlineStyle = LineStyle.Solid,
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MinorGridlineStyle = LineStyle.Dot
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};
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bool xIsTime = string.Equals(xAxisField.Name, "RecordedTime", StringComparison.OrdinalIgnoreCase);
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Axis xAxis = xIsTime
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? new DateTimeAxis
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{
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Position = AxisPosition.Bottom,
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Title = xAxisField.Display,
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StringFormat = "MM-dd\nHH:mm"
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}
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: new LinearAxis
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{
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Position = AxisPosition.Bottom,
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Title = xAxisField.Display
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};
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var yAxis = new LinearAxis
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{
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Position = AxisPosition.Left,
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@ -357,50 +432,110 @@ namespace SmartAquaViewer.ViewModel
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Model.Axes.Add(xAxis);
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Model.Axes.Add(yAxis);
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var scatterSeries = new ScatterSeries
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var allTankIds = collection.SelectMany(w => w.Tanks)
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.Select(t => t.Number)
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.Distinct()
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.OrderBy(id => id)
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.ToList();
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var tankIds = (selectedTankNums == null || !selectedTankNums.Any())
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? allTankIds
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: allTankIds.Where(id => selectedTankNums.Contains(id)).ToList();
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if (tankIds.Count == 0) { Model.InvalidatePlot(true); return; }
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// 색상/마커
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var colors = OxyPalettes.HueDistinct(tankIds.Count).Colors;
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var markerCycle = new[]
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{
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MarkerType = MarkerType.Circle,
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MarkerSize = markerSize,
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MarkerStroke = OxyColors.Black,
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MarkerFill = OxyColors.DeepSkyBlue
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MarkerType.Circle, MarkerType.Square, MarkerType.Triangle, MarkerType.Diamond,
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MarkerType.Plus, MarkerType.Star, MarkerType.Cross
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};
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//foreach (var row in rows)
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//{
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// double x = ResolveTank(row, xAxisField.Name) ?? double.NaN;
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// double y = ResolveTank(row, yAxisField.Name) ?? double.NaN;
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// scatterSeries.Points.Add(new ScatterPoint(x, y));
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//}
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int k = 0;
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foreach (var tankId in tankIds)
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{
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var series = new ScatterSeries
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{
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Title = $"Tank {tankId}",
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MarkerType = markerCycle[k % markerCycle.Length],
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MarkerSize = markerSize,
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// 색상 자동 배정에 맡기려면 MarkerFill 설정 생략해도 OK
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MarkerFill = OxyColor.FromAColor(160, colors[k]), // 약간 투명
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};
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Model.Series.Add(scatterSeries);
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// 포인트 수집 (시간순 정렬 권장)
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var points = new List<ScatterPoint>();
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foreach (var w in collection.OrderBy(r => r.RecordedTime))
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{
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foreach (var t in w.Tanks)
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{
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if (t.Number != tankId) continue;
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//if (showRegression && rows.Count > 1)
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//{
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// var points = rows.Select(r
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// => new DataPoint(
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// ResolveTank(r, xAxisField.Name) ?? double.NaN,
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// ResolveTank(r, yAxisField.Name) ?? double.NaN))
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// .ToList();
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// var regression = LinearRegression(points);
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// if (regression != null)
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|
// {
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|
// var lineSeries = new LineSeries
|
|
|
|
|
// {
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|
|
// Title = "Regression",
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|
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|
|
// Color = OxyColors.Red,
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|
// StrokeThickness = 2
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|
// };
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|
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|
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|
|
|
// // 최소/최대 구간으로 선 그리기
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|
|
// double minX = points.Min(p => p.X);
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|
|
|
|
// double maxX = points.Max(p => p.X);
|
|
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|
|
// lineSeries.Points.Add(new DataPoint(minX, regression.Value.Intercept + regression.Value.Slope * minX));
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|
// lineSeries.Points.Add(new DataPoint(maxX, regression.Value.Intercept + regression.Value.Slope * maxX));
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|
// Model.Series.Add(lineSeries);
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|
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|
|
// }
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|
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|
|
//}
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|
|
// X
|
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|
|
double? xVal = xIsTime
|
|
|
|
|
? DateTimeAxis.ToDouble(w.RecordedTime)
|
|
|
|
|
: ResolveTank(t, xAxisField.Name!); // 수조 객체의 선택필드(리플렉션)
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|
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|
|
// Y
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|
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|
|
double? yVal = ResolveTank(t, yAxisField.Name!);
|
|
|
|
|
|
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|
|
if (xVal.HasValue && yVal.HasValue)
|
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|
|
points.Add(new ScatterPoint(xVal.Value, yVal.Value));
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// 포인트 반영
|
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|
|
|
if (points.Count > 0)
|
|
|
|
|
{
|
|
|
|
|
series.Points.AddRange(points);
|
|
|
|
|
series.TrackerFormatString =
|
|
|
|
|
$"수조: {tankId}\nX: {{2:0.###}}\nY: {{4:0.###}}";
|
|
|
|
|
|
|
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|
|
Model.Series.Add(series);
|
|
|
|
|
|
|
|
|
|
// 옵션: 수조별 선형회귀선
|
|
|
|
|
if (showRegression && !xIsTime && points.Count >= 2)
|
|
|
|
|
{
|
|
|
|
|
var (a, b) = FitLinear(points); // y = a*x + b
|
|
|
|
|
double minX = points.Min(p => p.X);
|
|
|
|
|
double maxX = points.Max(p => p.X);
|
|
|
|
|
|
|
|
|
|
var reg = new LineSeries
|
|
|
|
|
{
|
|
|
|
|
Title = $"Tank {tankId} 회귀",
|
|
|
|
|
StrokeThickness = 2,
|
|
|
|
|
Color = colors[k]
|
|
|
|
|
};
|
|
|
|
|
reg.Points.Add(new DataPoint(minX, a * minX + b));
|
|
|
|
|
reg.Points.Add(new DataPoint(maxX, a * maxX + b));
|
|
|
|
|
Model.Series.Add(reg);
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
k++;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
Model.Legends.Clear();
|
|
|
|
|
Model.IsLegendVisible = showLegends;
|
|
|
|
|
Model.Legends.Add(new Legend
|
|
|
|
|
{
|
|
|
|
|
LegendPlacement = LegendPlacement.Outside,
|
|
|
|
|
LegendPosition = LegendPosition.RightTop,
|
|
|
|
|
LegendOrientation = LegendOrientation.Vertical,
|
|
|
|
|
LegendTitle = "수조",
|
|
|
|
|
TextColor = OxyColors.Black
|
|
|
|
|
});
|
|
|
|
|
|
|
|
|
|
Model.Legends.Clear();
|
|
|
|
|
Model.IsLegendVisible = showLegends;
|
|
|
|
|
Model.Legends.Add(new Legend
|
|
|
|
|
{
|
|
|
|
|
LegendPlacement = LegendPlacement.Outside,
|
|
|
|
|
LegendPosition = LegendPosition.RightTop,
|
|
|
|
|
LegendOrientation = LegendOrientation.Vertical,
|
|
|
|
|
LegendTitle = "수조",
|
|
|
|
|
TextColor = OxyColors.Black
|
|
|
|
|
});
|
|
|
|
|
|
|
|
|
|
Model.InvalidatePlot(true);
|
|
|
|
|
}
|
|
|
|
|
@ -410,7 +545,7 @@ namespace SmartAquaViewer.ViewModel
|
|
|
|
|
MonitorTab selectedTab,
|
|
|
|
|
FieldItem xAxisField,
|
|
|
|
|
ObservableCollection<FieldItem> yAxisFields,
|
|
|
|
|
bool showMarker = false
|
|
|
|
|
bool showMarker = false, bool showLegends = true
|
|
|
|
|
)
|
|
|
|
|
{
|
|
|
|
|
Model.Series.Clear();
|
|
|
|
|
@ -420,7 +555,8 @@ namespace SmartAquaViewer.ViewModel
|
|
|
|
|
{
|
|
|
|
|
Position = AxisPosition.Bottom,
|
|
|
|
|
Title = "시간",
|
|
|
|
|
GapWidth = 0.2
|
|
|
|
|
GapWidth = 0.2,
|
|
|
|
|
Angle = 45
|
|
|
|
|
};
|
|
|
|
|
|
|
|
|
|
foreach (var r in rows)
|
|
|
|
|
@ -462,38 +598,102 @@ namespace SmartAquaViewer.ViewModel
|
|
|
|
|
Model.InvalidatePlot(true);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
public void SetStatusSeriesStopPlot(List<WaterQualityVO> collection,
|
|
|
|
|
FieldItem yAxisField, bool showMarker = false)
|
|
|
|
|
public void SetStatusSeriesStopPlot(
|
|
|
|
|
List<WaterQualityVO> collection,
|
|
|
|
|
FieldItem yAxisField,
|
|
|
|
|
ObservableCollection<FieldItem> yAxisFields,
|
|
|
|
|
bool showMarker = false, bool showLegends = true)
|
|
|
|
|
{
|
|
|
|
|
Model.Series.Clear();
|
|
|
|
|
Model.Axes.Clear();
|
|
|
|
|
|
|
|
|
|
var series = new StairStepSeries
|
|
|
|
|
var xAxis = new CategoryAxis
|
|
|
|
|
{
|
|
|
|
|
MarkerType = showMarker ? MarkerType.Circle : MarkerType.None,
|
|
|
|
|
Position = AxisPosition.Bottom,
|
|
|
|
|
Title = "시간",
|
|
|
|
|
GapWidth = 0.2
|
|
|
|
|
};
|
|
|
|
|
|
|
|
|
|
int i = 0;
|
|
|
|
|
foreach (var r in collection.OrderBy(r => r.RecordedTime))
|
|
|
|
|
foreach (var r in collection)
|
|
|
|
|
{
|
|
|
|
|
xAxis.Labels.Add(r.RecordedTime.ToString("HH:mm:ss"));
|
|
|
|
|
}
|
|
|
|
|
Model.Axes.Add(xAxis);
|
|
|
|
|
|
|
|
|
|
Model.Axes.Add(new LinearAxis
|
|
|
|
|
{
|
|
|
|
|
string? rawValue = ResolveStatus(r, yAxisField.Name);
|
|
|
|
|
if (rawValue != null)
|
|
|
|
|
Position = AxisPosition.Left,
|
|
|
|
|
Title = "값"
|
|
|
|
|
});
|
|
|
|
|
|
|
|
|
|
//var series = new StairStepSeries
|
|
|
|
|
//{
|
|
|
|
|
// MarkerType = showMarker ? MarkerType.Circle : MarkerType.None,
|
|
|
|
|
//};
|
|
|
|
|
|
|
|
|
|
//int i = 0;
|
|
|
|
|
//foreach (var r in collection.OrderBy(r => r.RecordedTime))
|
|
|
|
|
//{
|
|
|
|
|
// string? rawValue = ResolveStatus(r, yAxisField.Name);
|
|
|
|
|
// if (rawValue != null)
|
|
|
|
|
// {
|
|
|
|
|
// double y = MapDeviceStatus(rawValue);
|
|
|
|
|
// series.Points.Add(new DataPoint(i, y));
|
|
|
|
|
// }
|
|
|
|
|
// else
|
|
|
|
|
// {
|
|
|
|
|
// double? uvPower = ResolveUvPowerPerId(r, yAxisField.Name);
|
|
|
|
|
// if (uvPower.HasValue)
|
|
|
|
|
// {
|
|
|
|
|
// series.Points.Add(new DataPoint(i, uvPower.Value));
|
|
|
|
|
// }
|
|
|
|
|
// }
|
|
|
|
|
// i++;
|
|
|
|
|
//}
|
|
|
|
|
|
|
|
|
|
foreach (var field in yAxisFields)
|
|
|
|
|
{
|
|
|
|
|
var series = new StairStepSeries
|
|
|
|
|
{
|
|
|
|
|
double y = MapDeviceStatus(rawValue);
|
|
|
|
|
series.Points.Add(new DataPoint(i, y));
|
|
|
|
|
}
|
|
|
|
|
else
|
|
|
|
|
Title = field.Display,
|
|
|
|
|
MarkerType = showMarker ? MarkerType.Circle : MarkerType.None,
|
|
|
|
|
MarkerSize = 3
|
|
|
|
|
};
|
|
|
|
|
|
|
|
|
|
int i = 0;
|
|
|
|
|
foreach (var r in collection.OrderBy(r => r.RecordedTime))
|
|
|
|
|
{
|
|
|
|
|
double? uvPower = ResolveUvPowerPerId(r, yAxisField.Name);
|
|
|
|
|
if (uvPower.HasValue)
|
|
|
|
|
string? rawValue = ResolveStatus(r, field.Name!);
|
|
|
|
|
if (rawValue != null)
|
|
|
|
|
{
|
|
|
|
|
series.Points.Add(new DataPoint(i, uvPower.Value));
|
|
|
|
|
double y = MapDeviceStatus(rawValue);
|
|
|
|
|
series.Points.Add(new DataPoint(i, y));
|
|
|
|
|
}
|
|
|
|
|
else
|
|
|
|
|
{
|
|
|
|
|
double? uvPower = ResolveUvPowerPerId(r, field.Name!);
|
|
|
|
|
if (uvPower.HasValue)
|
|
|
|
|
{
|
|
|
|
|
series.Points.Add(new DataPoint(i, uvPower.Value));
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
i++;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
Model.Series.Add(series);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
Model.Series.Add(series);
|
|
|
|
|
Model.Legends.Clear();
|
|
|
|
|
Model.IsLegendVisible = showLegends;
|
|
|
|
|
Model.Legends.Add(new Legend
|
|
|
|
|
{
|
|
|
|
|
LegendPlacement = LegendPlacement.Outside,
|
|
|
|
|
LegendPosition = LegendPosition.RightTop,
|
|
|
|
|
LegendOrientation = LegendOrientation.Vertical,
|
|
|
|
|
LegendTitle = "수조",
|
|
|
|
|
TextColor = OxyColors.Black
|
|
|
|
|
});
|
|
|
|
|
|
|
|
|
|
Model.InvalidatePlot(true);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
@ -843,6 +1043,18 @@ namespace SmartAquaViewer.ViewModel
|
|
|
|
|
return (slope, intercept);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
private (double a, double b) FitLinear(IEnumerable<ScatterPoint> pts)
|
|
|
|
|
{
|
|
|
|
|
int n = 0;
|
|
|
|
|
double sumX = 0, sumY = 0, sumXX = 0, sumXY = 0;
|
|
|
|
|
foreach (var p in pts) { n++; sumX += p.X; sumY += p.Y; sumXX += p.X * p.X; sumXY += p.X * p.Y; }
|
|
|
|
|
double denom = n * sumXX - sumX * sumX;
|
|
|
|
|
if (n < 2 || Math.Abs(denom) < 1e-12) return (0, pts.First().Y); // 수직/특이 케이스
|
|
|
|
|
double a = (n * sumXY - sumX * sumY) / denom;
|
|
|
|
|
double b = (sumY - a * sumX) / n;
|
|
|
|
|
return (a, b);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
private double MapDeviceStatus(string status)
|
|
|
|
|
{
|
|
|
|
|
return status switch
|
|
|
|
|
|
