将批量数据添加到Observable Collection会降低应用程序性能

Question

我正在使用WPF工具包绘制图形并绑定数据以显示我正在使用可观察集合的图形并将数据点添加到集合中并将此集合作为图形的项目源。

我的问题是，当我向我的收藏中添加太多数据点，或者从收集中重新获取数据点并尝试显示它正在花费时间来显示的情节。

我能为这个问题做些什么？

请建议我，以便提高性能。

先谢谢。

Answer 1

ObservableCollection会通知每次更改，这意味着很多事件会影响性能。您可以使用List而不是ObservableCollection，但大多数人都不推荐它。

public class MainVm:INotifyPropertyChanged
{
    List<Point> _points;
    public List<Point> Points
    {
        get { return _points; }
        set { _points = value; Notify("Points"); }
    }
    public void Notify(string name)
    {
        if (PropertyChanged != null)
            PropertyChanged(this, new PropertyChangedEventArgs(name));
    }
    public event PropertyChangedEventHandler PropertyChanged;
}

在这种情况下，您必须手动通知视图对列表所做的更改。例如，除了视图模型或视图的构造函数之外的任何地方，您必须执行此操作：

Points.Add(new Point());
Points.Add(new Point());
Points.Add(new Point());
//View is not notified yet

var tmp = Points;
Points = null;//View is notified and cleared
Points = tmp;//View is notified and updated

Answer 2

我使用了来自this帖子的ObservableCollection的子类来添加批量更新的.AddRange，并允许您批量添加项目，直到最后才触发更新通知。

我已经复制了原始帖子中的代码以确保其完整性，但如果您发现它很有用，请点击链接后的帖子。

Imports System.Collections.Specialized
Imports System.ComponentModel
Imports System.Collections.ObjectModel

Public Class ObservableRangeCollection(Of T) : Inherits ObservableCollection(Of T) : Implements INotifyCollectionChanging(Of T)
    ''' <summary>
    ''' Initializes a new instance of the System.Collections.ObjectModel.ObservableCollection(Of T) class.
    ''' </summary>
    ''' <remarks></remarks>
    Public Sub New()
        MyBase.New()
    End Sub

    ''' <summary>
    ''' Initializes a new instance of the System.Collections.ObjectModel.ObservableCollection(Of T) class that contains elements copied from the specified collection.
    ''' </summary>
    ''' <param name="collection">collection: The collection from which the elements are copied.</param>
    ''' <exception cref="System.ArgumentNullException">The collection parameter cannot be null.</exception>
    Public Sub New(ByVal collection As IEnumerable(Of T))
        MyBase.New(collection)
    End Sub

    ''' <summary>
    ''' Adds the elements of the specified collection to the end of the ObservableCollection(Of T).
    ''' </summary>
    Public Sub AddRange(ByVal collection As IEnumerable(Of T))
        Dim ce As New NotifyCollectionChangingEventArgs(Of T)(NotifyCollectionChangedAction.Add, collection)
        OnCollectionChanging(ce)
        If ce.Cancel Then Exit Sub

        Dim index = Items.Count - 1
        For Each i In collection
            Items.Add(i)
        Next

        OnCollectionChanged(New NotifyCollectionChangedEventArgs(NotifyCollectionChangedAction.Add, collection, index))
    End Sub


    ''' <summary>
    ''' Inserts the collection at specified index.
    ''' </summary>
    Public Sub InsertRange(ByVal index As Integer, ByVal Collection As IEnumerable(Of T))
        Dim ce As New NotifyCollectionChangingEventArgs(Of T)(NotifyCollectionChangedAction.Add, Collection)
        OnCollectionChanging(ce)
        If ce.Cancel Then Exit Sub

        For Each i In Collection
            Items.Insert(index, i)
        Next

        OnCollectionChanged(New NotifyCollectionChangedEventArgs(NotifyCollectionChangedAction.Reset))
    End Sub


    ''' <summary>
    ''' Removes the first occurence of each item in the specified collection from ObservableCollection(Of T).
    ''' </summary>
    Public Sub RemoveRange(ByVal collection As IEnumerable(Of T))
        Dim ce As New NotifyCollectionChangingEventArgs(Of T)(NotifyCollectionChangedAction.Remove, collection)
        OnCollectionChanging(ce)
        If ce.Cancel Then Exit Sub

        For Each i In collection
            Items.Remove(i)
        Next

        OnCollectionChanged(New NotifyCollectionChangedEventArgs(NotifyCollectionChangedAction.Reset))
    End Sub



    ''' <summary>
    ''' Clears the current collection and replaces it with the specified item.
    ''' </summary>
    Public Sub Replace(ByVal item As T)
        ReplaceRange(New T() {item})
    End Sub

    ''' <summary>
    ''' Clears the current collection and replaces it with the specified collection.
    ''' </summary>
    Public Sub ReplaceRange(ByVal collection As IEnumerable(Of T))
        Dim ce As New NotifyCollectionChangingEventArgs(Of T)(NotifyCollectionChangedAction.Replace, Items)
        OnCollectionChanging(ce)
        If ce.Cancel Then Exit Sub

        Items.Clear()
        For Each i In collection
            Items.Add(i)
        Next
        OnCollectionChanged(New NotifyCollectionChangedEventArgs(NotifyCollectionChangedAction.Reset))
    End Sub

    Protected Overrides Sub ClearItems()
        Dim e As New NotifyCollectionChangingEventArgs(Of T)(NotifyCollectionChangedAction.Reset, Items)
        OnCollectionChanging(e)

        If e.Cancel Then Exit Sub

        MyBase.ClearItems()
    End Sub

    Protected Overrides Sub InsertItem(ByVal index As Integer, ByVal item As T)
        Dim ce As New NotifyCollectionChangingEventArgs(Of T)(NotifyCollectionChangedAction.Add, item)
        OnCollectionChanging(ce)
        If ce.Cancel Then Exit Sub

        MyBase.InsertItem(index, item)
    End Sub

    Protected Overrides Sub MoveItem(ByVal oldIndex As Integer, ByVal newIndex As Integer)
        Dim ce As New NotifyCollectionChangingEventArgs(Of T)()
        OnCollectionChanging(ce)
        If ce.Cancel Then Exit Sub

        MyBase.MoveItem(oldIndex, newIndex)
    End Sub

    Protected Overrides Sub RemoveItem(ByVal index As Integer)
        Dim ce As New NotifyCollectionChangingEventArgs(Of T)(NotifyCollectionChangedAction.Remove, Items(index))
        OnCollectionChanging(ce)
        If ce.Cancel Then Exit Sub

        MyBase.RemoveItem(index)
    End Sub

    Protected Overrides Sub SetItem(ByVal index As Integer, ByVal item As T)
        Dim ce As New NotifyCollectionChangingEventArgs(Of T)(NotifyCollectionChangedAction.Replace, Items(index))
        OnCollectionChanging(ce)
        If ce.Cancel Then Exit Sub

        MyBase.SetItem(index, item)
    End Sub

    Protected Overrides Sub OnCollectionChanged(ByVal e As Specialized.NotifyCollectionChangedEventArgs)
        If e.NewItems IsNot Nothing Then
            For Each i As T In e.NewItems
                If TypeOf i Is INotifyPropertyChanged Then AddHandler DirectCast(i, INotifyPropertyChanged).PropertyChanged, AddressOf Item_PropertyChanged
            Next
        End If
        MyBase.OnCollectionChanged(e)
    End Sub

    Private Sub Item_PropertyChanged(ByVal sender As T, ByVal e As ComponentModel.PropertyChangedEventArgs)
        OnCollectionChanged(New NotifyCollectionChangedEventArgs(NotifyCollectionChangedAction.Reset, sender, IndexOf(sender)))
    End Sub

    Public Event CollectionChanging(ByVal sender As Object, ByVal e As NotifyCollectionChangingEventArgs(Of T)) Implements INotifyCollectionChanging(Of T).CollectionChanging
    Protected Overridable Sub OnCollectionChanging(ByVal e As NotifyCollectionChangingEventArgs(Of T))
        RaiseEvent CollectionChanging(Me, e)
    End Sub
End Class


Public Interface INotifyCollectionChanging(Of T)
    Event CollectionChanging(ByVal sender As Object, ByVal e As NotifyCollectionChangingEventArgs(Of T))
End Interface

Public Class NotifyCollectionChangingEventArgs(Of T) : Inherits CancelEventArgs

    Public Sub New()
        m_Action = NotifyCollectionChangedAction.Move
        m_Items = New T() {}
    End Sub

    Public Sub New(ByVal action As NotifyCollectionChangedAction, ByVal item As T)
        m_Action = action
        m_Items = New T() {item}
    End Sub

    Public Sub New(ByVal action As NotifyCollectionChangedAction, ByVal items As IEnumerable(Of T))
        m_Action = action
        m_Items = items
    End Sub

    Private m_Action As NotifyCollectionChangedAction
    Public ReadOnly Property Action() As NotifyCollectionChangedAction
        Get
            Return m_Action
        End Get
    End Property

    Private m_Items As IList
    Public ReadOnly Property Items() As IEnumerable(Of T)
        Get
            Return m_Items
        End Get
    End Property
End Class

Answer 3

人尝试使用wpf ui虚拟化，这只是呈现您所看到的内容，因此它可以快速加载数据

ScrollViewer.CanContentScroll = "True"  
VirtualizingStackPanel.IsVirtualizing = "True"  
VirtualizingStackPanel.VirtualizationMode = "Standard"