在 DataGridView 控件中实现虚拟模式的一个原因是仅在需要时检索数据。 这称为“实时数据加载”。
例如，如果你正在处理远程数据库中的一个非常大的表，你可能希望通过仅检索显示所需的数据，并仅在用户将新行滚动到视图中时检索其他数据，从而避免启动延迟。 如果运行应用程序的客户端计算机可用于存储数据的内存有限，则从数据库检索新数据时，您可能还需要丢弃未使用的数据。
以下部分介绍了如何将 DataGridView 控件与实时缓存结合使用。
若要将本主题中的代码复制为单个列表，请参阅如何：在 Windows 窗体 DataGridView 控件中实现实时数据加载的虚拟模式。
窗体
下面的代码示例定义了一个窗体，其中包含一个只读的 DataGridView 控件，该控件通过 Cache 事件处理程序与 CellValueNeeded 对象进行交互。
Cache 对象管理本地存储的值，并使用 DataRetriever 对象从示例 Northwind 数据库的 Orders 表中检索值。
DataRetriever 对象（实现 IDataPageRetriever 类所需的 Cache 接口）还用于初始化 DataGridView 控件行和列。
本主题稍后将介绍 IDataPageRetriever、DataRetriever和 Cache 类型。
注释
在连接字符串中存储敏感信息（如密码）可能会影响应用程序的安全性。 使用 Windows 身份验证（也称为集成安全性）是控制对数据库的访问的更安全方法。 有关详细信息，请参阅保护连接信息。
using System;
using System.Data;
using System.Data.SqlClient;
using System.Drawing;
using System.Windows.Forms;
public class VirtualJustInTimeDemo : System.Windows.Forms.Form
{
private DataGridView dataGridView1 = new DataGridView();
private Cache memoryCache;
// Specify a connection string. Replace the given value with a
// valid connection string for a Northwind SQL Server sample
// database accessible to your system.
private string connectionString =
"Initial Catalog=NorthWind;Data Source=localhost;" +
"Integrated Security=SSPI;Persist Security Info=False";
private string table = "Orders";
protected override void OnLoad(EventArgs e)
{
// Initialize the form.
this.AutoSize = true;
this.Controls.Add(this.dataGridView1);
this.Text = "DataGridView virtual-mode just-in-time demo";
// Complete the initialization of the DataGridView.
this.dataGridView1.Size = new Size(800, 250);
this.dataGridView1.Dock = DockStyle.Fill;
this.dataGridView1.VirtualMode = true;
this.dataGridView1.ReadOnly = true;
this.dataGridView1.AllowUserToAddRows = false;
this.dataGridView1.AllowUserToOrderColumns = false;
this.dataGridView1.SelectionMode =
DataGridViewSelectionMode.FullRowSelect;
this.dataGridView1.CellValueNeeded += new
DataGridViewCellValueEventHandler(dataGridView1_CellValueNeeded);
// Create a DataRetriever and use it to create a Cache object
// and to initialize the DataGridView columns and rows.
try
{
DataRetriever retriever =
new DataRetriever(connectionString, table);
memoryCache = new Cache(retriever, 16);
foreach (DataColumn column in retriever.Columns)
{
dataGridView1.Columns.Add(
column.ColumnName, column.ColumnName);
}
this.dataGridView1.RowCount = retriever.RowCount;
}
catch (SqlException)
{
MessageBox.Show("Connection could not be established. " +
"Verify that the connection string is valid.");
Application.Exit();
}
// Adjust the column widths based on the displayed values.
this.dataGridView1.AutoResizeColumns(
DataGridViewAutoSizeColumnsMode.DisplayedCells);
base.OnLoad(e);
}
private void dataGridView1_CellValueNeeded(object sender,
DataGridViewCellValueEventArgs e)
{
e.Value = memoryCache.RetrieveElement(e.RowIndex, e.ColumnIndex);
}
[STAThreadAttribute()]
public static void Main()
{
Application.Run(new VirtualJustInTimeDemo());
}
}
Imports System.Data
Imports System.Data.SqlClient
Imports System.Drawing
Imports System.Windows.Forms
Public Class VirtualJustInTimeDemo
Inherits System.Windows.Forms.Form
Private WithEvents dataGridView1 As New DataGridView()
Private memoryCache As Cache
' Specify a connection string. Replace the given value with a
' valid connection string for a Northwind SQL Server sample
' database accessible to your system.
Private connectionString As String = _
"Initial Catalog=NorthWind;Data Source=localhost;" & _
"Integrated Security=SSPI;Persist Security Info=False"
Private table As String = "Orders"
Private Sub VirtualJustInTimeDemo_Load( _
ByVal sender As Object, ByVal e As EventArgs) _
Handles Me.Load
' Initialize the form.
With Me
.AutoSize = True
.Controls.Add(Me.dataGridView1)
.Text = "DataGridView virtual-mode just-in-time demo"
End With
' Complete the initialization of the DataGridView.
With Me.dataGridView1
.Size = New Size(800, 250)
.Dock = DockStyle.Fill
.VirtualMode = True
.ReadOnly = True
.AllowUserToAddRows = False
.AllowUserToOrderColumns = False
.SelectionMode = DataGridViewSelectionMode.FullRowSelect
End With
' Create a DataRetriever and use it to create a Cache object
' and to initialize the DataGridView columns and rows.
Try
Dim retriever As New DataRetriever(connectionString, table)
memoryCache = New Cache(retriever, 16)
For Each column As DataColumn In retriever.Columns
dataGridView1.Columns.Add( _
column.ColumnName, column.ColumnName)
Next
Me.dataGridView1.RowCount = retriever.RowCount
Catch ex As SqlException
MessageBox.Show("Connection could not be established. " & _
"Verify that the connection string is valid.")
Application.Exit()
End Try
' Adjust the column widths based on the displayed values.
Me.dataGridView1.AutoResizeColumns( _
DataGridViewAutoSizeColumnsMode.DisplayedCells)
End Sub
Private Sub dataGridView1_CellValueNeeded( _
ByVal sender As Object, ByVal e As DataGridViewCellValueEventArgs) _
Handles dataGridView1.CellValueNeeded
e.Value = memoryCache.RetrieveElement(e.RowIndex, e.ColumnIndex)
End Sub
<STAThreadAttribute()> _
Public Shared Sub Main()
Application.Run(New VirtualJustInTimeDemo())
End Sub
End Class
IDataPageRetriever 接口
下面的代码示例定义由 IDataPageRetriever 类实现的 DataRetriever 接口。 此接口中声明的唯一方法是 SupplyPageOfData 方法，该方法需要初始行索引和单个数据页中行数的计数。 实现者使用这些值从数据源中检索数据的子集。
在构造过程中，Cache 对象使用此接口的实现来加载两个初始数据页。 每当需要未缓存的值时，缓存将丢弃其中一个页面，并请求包含 IDataPageRetriever中的值的新页。
public interface IDataPageRetriever
{
DataTable SupplyPageOfData(int lowerPageBoundary, int rowsPerPage);
}
Public Interface IDataPageRetriever
Function SupplyPageOfData( _
ByVal lowerPageBoundary As Integer, ByVal rowsPerPage As Integer) _
As DataTable
End Interface
DataRetriever 类
下面的代码示例定义 DataRetriever 类，该类实现 IDataPageRetriever 接口以从服务器检索数据页。
DataRetriever 类还提供 Columns 和 RowCount 属性，DataGridView 控件使用该属性创建必要的列并将适当的空行数添加到 Rows 集合。 添加空行是必需的，以便控件的行为就像它包含表中的所有数据一样。 这意味着滚动条中的滚动框具有适当的大小，用户将能够访问表中的任何行。 仅当行滚动到视图中时，CellValueNeeded 事件处理程序才会填充这些行。
public class DataRetriever : IDataPageRetriever
{
private string tableName;
private SqlCommand command;
public DataRetriever(string connectionString, string tableName)
{
SqlConnection connection = new SqlConnection(connectionString);
connection.Open();
command = connection.CreateCommand();
this.tableName = tableName;
}
private int rowCountValue = -1;
public int RowCount
{
get
{
// Return the existing value if it has already been determined.
if (rowCountValue != -1)
{
return rowCountValue;
}
// Retrieve the row count from the database.
command.CommandText = "SELECT COUNT(*) FROM " + tableName;
rowCountValue = (int)command.ExecuteScalar();
return rowCountValue;
}
}
private DataColumnCollection columnsValue;
public DataColumnCollection Columns
{
get
{
// Return the existing value if it has already been determined.
if (columnsValue != null)
{
return columnsValue;
}
// Retrieve the column information from the database.
command.CommandText = "SELECT * FROM " + tableName;
SqlDataAdapter adapter = new SqlDataAdapter();
adapter.SelectCommand = command;
DataTable table = new DataTable();
table.Locale = System.Globalization.CultureInfo.InvariantCulture;
adapter.FillSchema(table, SchemaType.Source);
columnsValue = table.Columns;
return columnsValue;
}
}
private string commaSeparatedListOfColumnNamesValue = null;
private string CommaSeparatedListOfColumnNames
{
get
{
// Return the existing value if it has already been determined.
if (commaSeparatedListOfColumnNamesValue != null)
{
return commaSeparatedListOfColumnNamesValue;
}
// Store a list of column names for use in the
// SupplyPageOfData method.
System.Text.StringBuilder commaSeparatedColumnNames =
new System.Text.StringBuilder();
bool firstColumn = true;
foreach (DataColumn column in Columns)
{
if (!firstColumn)
{
commaSeparatedColumnNames.Append(", ");
}
commaSeparatedColumnNames.Append(column.ColumnName);
firstColumn = false;
}
commaSeparatedListOfColumnNamesValue =
commaSeparatedColumnNames.ToString();
return commaSeparatedListOfColumnNamesValue;
}
}
// Declare variables to be reused by the SupplyPageOfData method.
private string columnToSortBy;
private SqlDataAdapter adapter = new SqlDataAdapter();
public DataTable SupplyPageOfData(int lowerPageBoundary, int rowsPerPage)
{
// Store the name of the ID column. This column must contain unique
// values so the SQL below will work properly.
columnToSortBy ??= this.Columns[0].ColumnName;
if (!this.Columns[columnToSortBy].Unique)
{
throw new InvalidOperationException(String.Format(
"Column {0} must contain unique values.", columnToSortBy));
}
// Retrieve the specified number of rows from the database, starting
// with the row specified by the lowerPageBoundary parameter.
command.CommandText = "Select Top " + rowsPerPage + " " +
CommaSeparatedListOfColumnNames + " From " + tableName +
" WHERE " + columnToSortBy + " NOT IN (SELECT TOP " +
lowerPageBoundary + " " + columnToSortBy + " From " +
tableName + " Order By " + columnToSortBy +
") Order By " + columnToSortBy;
adapter.SelectCommand = command;
DataTable table = new DataTable();
table.Locale = System.Globalization.CultureInfo.InvariantCulture;
adapter.Fill(table);
return table;
}
}
Public Class DataRetriever
Implements IDataPageRetriever
Private tableName As String
Private command As SqlCommand
Public Sub New( _
ByVal connectionString As String, ByVal tableName As String)
Dim connection As New SqlConnection(connectionString)
connection.Open()
command = connection.CreateCommand()
Me.tableName = tableName
End Sub
Private rowCountValue As Integer = -1
Public ReadOnly Property RowCount() As Integer
Get
' Return the existing value if it has already been determined.
If Not rowCountValue = -1 Then
Return rowCountValue
End If
' Retrieve the row count from the database.
command.CommandText = "SELECT COUNT(*) FROM " & tableName
rowCountValue = CInt(command.ExecuteScalar())
Return rowCountValue
End Get
End Property
Private columnsValue As DataColumnCollection
Public ReadOnly Property Columns() As DataColumnCollection
Get
' Return the existing value if it has already been determined.
If columnsValue IsNot Nothing Then
Return columnsValue
End If
' Retrieve the column information from the database.
command.CommandText = "SELECT * FROM " & tableName
Dim adapter As New SqlDataAdapter()
adapter.SelectCommand = command
Dim table As New DataTable()
table.Locale = System.Globalization.CultureInfo.InvariantCulture
adapter.FillSchema(table, SchemaType.Source)
columnsValue = table.Columns
Return columnsValue
End Get
End Property
Private commaSeparatedListOfColumnNamesValue As String = Nothing
Private ReadOnly Property CommaSeparatedListOfColumnNames() As String
Get
' Return the existing value if it has already been determined.
If commaSeparatedListOfColumnNamesValue IsNot Nothing Then
Return commaSeparatedListOfColumnNamesValue
End If
' Store a list of column names for use in the
' SupplyPageOfData method.
Dim commaSeparatedColumnNames As New System.Text.StringBuilder()
Dim firstColumn As Boolean = True
For Each column As DataColumn In Columns
If Not firstColumn Then
commaSeparatedColumnNames.Append(", ")
End If
commaSeparatedColumnNames.Append(column.ColumnName)
firstColumn = False
Next
commaSeparatedListOfColumnNamesValue = _
commaSeparatedColumnNames.ToString()
Return commaSeparatedListOfColumnNamesValue
End Get
End Property
' Declare variables to be reused by the SupplyPageOfData method.
Private columnToSortBy As String
Private adapter As New SqlDataAdapter()
Public Function SupplyPageOfData( _
ByVal lowerPageBoundary As Integer, ByVal rowsPerPage As Integer) _
As DataTable Implements IDataPageRetriever.SupplyPageOfData
' Store the name of the ID column. This column must contain unique
' values so the SQL below will work properly.
If columnToSortBy Is Nothing Then
columnToSortBy = Me.Columns(0).ColumnName
End If
If Not Me.Columns(columnToSortBy).Unique Then
Throw New InvalidOperationException(String.Format( _
"Column {0} must contain unique values.", columnToSortBy))
End If
' Retrieve the specified number of rows from the database, starting
' with the row specified by the lowerPageBoundary parameter.
command.CommandText = _
"Select Top " & rowsPerPage & " " & _
CommaSeparatedListOfColumnNames & " From " & tableName & _
" WHERE " & columnToSortBy & " NOT IN (SELECT TOP " & _
lowerPageBoundary & " " & columnToSortBy & " From " & _
tableName & " Order By " & columnToSortBy & _
") Order By " & columnToSortBy
adapter.SelectCommand = command
Dim table As New DataTable()
table.Locale = System.Globalization.CultureInfo.InvariantCulture
adapter.Fill(table)
Return table
End Function
End Class
Cache 类
下面的代码示例定义 Cache 类，该类管理通过 IDataPageRetriever 实现填充的两页数据。
Cache 类定义内部 DataPage 结构，该结构包含用于将值存储在单个缓存页中的 DataTable，并计算表示页面上边界和下边界的行索引。
Cache 类在构造时加载两页数据。 每当 CellValueNeeded 事件请求一个值时，Cache 对象将确定该值是否在其两个页面中的一个页面中可用，如果是，则返回该值。 如果值在本地不可用，则 Cache 对象确定其两个页面中哪一页与当前显示的行最远，并将页面替换为包含所请求值的新页，然后返回该页。
假设数据页中的行数与一次能在屏幕上显示的行数相同，该模型允许用户翻页浏览表格，以便快速返回最近查看的页面。
public class Cache
{
private static int RowsPerPage;
// Represents one page of data.
public struct DataPage
{
public DataTable table;
private int lowestIndexValue;
private int highestIndexValue;
public DataPage(DataTable table, int rowIndex)
{
this.table = table;
lowestIndexValue = MapToLowerBoundary(rowIndex);
highestIndexValue = MapToUpperBoundary(rowIndex);
System.Diagnostics.Debug.Assert(lowestIndexValue >= 0);
System.Diagnostics.Debug.Assert(highestIndexValue >= 0);
}
public int LowestIndex
{
get
{
return lowestIndexValue;
}
}
public int HighestIndex
{
get
{
return highestIndexValue;
}
}
public static int MapToLowerBoundary(int rowIndex)
{
// Return the lowest index of a page containing the given index.
return (rowIndex / RowsPerPage) * RowsPerPage;
}
private static int MapToUpperBoundary(int rowIndex)
{
// Return the highest index of a page containing the given index.
return MapToLowerBoundary(rowIndex) + RowsPerPage - 1;
}
}
private DataPage[] cachePages;
private IDataPageRetriever dataSupply;
public Cache(IDataPageRetriever dataSupplier, int rowsPerPage)
{
dataSupply = dataSupplier;
Cache.RowsPerPage = rowsPerPage;
LoadFirstTwoPages();
}
// Sets the value of the element parameter if the value is in the cache.
private bool IfPageCached_ThenSetElement(int rowIndex,
int columnIndex, ref string element)
{
if (IsRowCachedInPage(0, rowIndex))
{
element = cachePages[0].table
.Rows[rowIndex % RowsPerPage][columnIndex].ToString();
return true;
}
else if (IsRowCachedInPage(1, rowIndex))
{
element = cachePages[1].table
.Rows[rowIndex % RowsPerPage][columnIndex].ToString();
return true;
}
return false;
}
public string RetrieveElement(int rowIndex, int columnIndex)
{
string element = null;
if (IfPageCached_ThenSetElement(rowIndex, columnIndex, ref element))
{
return element;
}
else
{
return RetrieveData_CacheIt_ThenReturnElement(
rowIndex, columnIndex);
}
}
private void LoadFirstTwoPages()
{
cachePages = new DataPage[]{
new DataPage(dataSupply.SupplyPageOfData(
DataPage.MapToLowerBoundary(0), RowsPerPage), 0),
new DataPage(dataSupply.SupplyPageOfData(
DataPage.MapToLowerBoundary(RowsPerPage),
RowsPerPage), RowsPerPage)};
}
private string RetrieveData_CacheIt_ThenReturnElement(
int rowIndex, int columnIndex)
{
// Retrieve a page worth of data containing the requested value.
DataTable table = dataSupply.SupplyPageOfData(
DataPage.MapToLowerBoundary(rowIndex), RowsPerPage);
// Replace the cached page furthest from the requested cell
// with a new page containing the newly retrieved data.
cachePages[GetIndexToUnusedPage(rowIndex)] = new DataPage(table, rowIndex);
return RetrieveElement(rowIndex, columnIndex);
}
// Returns the index of the cached page most distant from the given index
// and therefore least likely to be reused.
private int GetIndexToUnusedPage(int rowIndex)
{
if (rowIndex > cachePages[0].HighestIndex &&
rowIndex > cachePages[1].HighestIndex)
{
int offsetFromPage0 = rowIndex - cachePages[0].HighestIndex;
int offsetFromPage1 = rowIndex - cachePages[1].HighestIndex;
if (offsetFromPage0 < offsetFromPage1)
{
return 1;
}
return 0;
}
else
{
int offsetFromPage0 = cachePages[0].LowestIndex - rowIndex;
int offsetFromPage1 = cachePages[1].LowestIndex - rowIndex;
if (offsetFromPage0 < offsetFromPage1)
{
return 1;
}
return 0;
}
}
// Returns a value indicating whether the given row index is contained
// in the given DataPage.
private bool IsRowCachedInPage(int pageNumber, int rowIndex)
{
return rowIndex <= cachePages[pageNumber].HighestIndex &&
rowIndex >= cachePages[pageNumber].LowestIndex;
}
}
Public Class Cache
Private Shared RowsPerPage As Integer
' Represents one page of data.
Public Structure DataPage
Public table As DataTable
Private lowestIndexValue As Integer
Private highestIndexValue As Integer
Public Sub New(ByVal table As DataTable, ByVal rowIndex As Integer)
Me.table = table
lowestIndexValue = MapToLowerBoundary(rowIndex)
highestIndexValue = MapToUpperBoundary(rowIndex)
System.Diagnostics.Debug.Assert(lowestIndexValue >= 0)
System.Diagnostics.Debug.Assert(highestIndexValue >= 0)
End Sub
Public ReadOnly Property LowestIndex() As Integer
Get
Return lowestIndexValue
End Get
End Property
Public ReadOnly Property HighestIndex() As Integer
Get
Return highestIndexValue
End Get
End Property
Public Shared Function MapToLowerBoundary( _
ByVal rowIndex As Integer) As Integer
' Return the lowest index of a page containing the given index.
Return (rowIndex \ RowsPerPage) * RowsPerPage
End Function
Private Shared Function MapToUpperBoundary( _
ByVal rowIndex As Integer) As Integer
' Return the highest index of a page containing the given index.
Return MapToLowerBoundary(rowIndex) + RowsPerPage - 1
End Function
End Structure
Private cachePages As DataPage()
Private dataSupply As IDataPageRetriever
Public Sub New(ByVal dataSupplier As IDataPageRetriever, _
ByVal rowsPerPage As Integer)
dataSupply = dataSupplier
Cache.RowsPerPage = rowsPerPage
LoadFirstTwoPages()
End Sub
' Sets the value of the element parameter if the value is in the cache.
Private Function IfPageCached_ThenSetElement(ByVal rowIndex As Integer, _
ByVal columnIndex As Integer, ByRef element As String) As Boolean
If IsRowCachedInPage(0, rowIndex) Then
element = cachePages(0).table.Rows(rowIndex Mod RowsPerPage) _
.Item(columnIndex).ToString()
Return True
ElseIf IsRowCachedInPage(1, rowIndex) Then
element = cachePages(1).table.Rows(rowIndex Mod RowsPerPage) _
.Item(columnIndex).ToString()
Return True
End If
Return False
End Function
Public Function RetrieveElement(ByVal rowIndex As Integer, _
ByVal columnIndex As Integer) As String
Dim element As String = Nothing
If IfPageCached_ThenSetElement(rowIndex, columnIndex, element) Then
Return element
Else
Return RetrieveData_CacheIt_ThenReturnElement( _
rowIndex, columnIndex)
End If
End Function
Private Sub LoadFirstTwoPages()
cachePages = New DataPage() { _
New DataPage(dataSupply.SupplyPageOfData( _
DataPage.MapToLowerBoundary(0), RowsPerPage), 0), _
New DataPage(dataSupply.SupplyPageOfData( _
DataPage.MapToLowerBoundary(RowsPerPage), _
RowsPerPage), RowsPerPage) _
}
End Sub
Private Function RetrieveData_CacheIt_ThenReturnElement( _
ByVal rowIndex As Integer, ByVal columnIndex As Integer) As String
' Retrieve a page worth of data containing the requested value.
Dim table As DataTable = dataSupply.SupplyPageOfData( _
DataPage.MapToLowerBoundary(rowIndex), RowsPerPage)
' Replace the cached page furthest from the requested cell
' with a new page containing the newly retrieved data.
cachePages(GetIndexToUnusedPage(rowIndex)) = _
New DataPage(table, rowIndex)
Return RetrieveElement(rowIndex, columnIndex)
End Function
' Returns the index of the cached page most distant from the given index
' and therefore least likely to be reused.
Private Function GetIndexToUnusedPage(ByVal rowIndex As Integer) _
As Integer
If rowIndex > cachePages(0).HighestIndex AndAlso _
rowIndex > cachePages(1).HighestIndex Then
Dim offsetFromPage0 As Integer = _
rowIndex - cachePages(0).HighestIndex
Dim offsetFromPage1 As Integer = _
rowIndex - cachePages(1).HighestIndex
If offsetFromPage0 < offsetFromPage1 Then
Return 1
End If
Return 0
Else
Dim offsetFromPage0 As Integer = _
cachePages(0).LowestIndex - rowIndex
Dim offsetFromPage1 As Integer = _
cachePages(1).LowestIndex - rowIndex
If offsetFromPage0 < offsetFromPage1 Then
Return 1
End If
Return 0
End If
End Function
' Returns a value indicating whether the given row index is contained
' in the given DataPage.
Private Function IsRowCachedInPage( _
ByVal pageNumber As Integer, ByVal rowIndex As Integer) As Boolean
Return rowIndex <= cachePages(pageNumber).HighestIndex AndAlso _
rowIndex >= cachePages(pageNumber).LowestIndex
End Function
End Class
其他注意事项
前面的代码示例作为实时数据加载的演示提供。 需要根据自己的需要修改代码才能达到最大效率。 至少需要为缓存中每页数据的行数选择适当的值。 此值将传递到 Cache 构造函数中。 每页的行数不应小于可在 DataGridView 控件中同时显示的行数。
为了获得最佳结果，需要执行性能测试和可用性测试，以确定系统和用户的要求。 需要考虑的几个因素包括运行应用程序的客户端计算机中的内存量、使用的网络连接的可用带宽以及所使用的服务器的延迟。 带宽和延迟应在高峰使用时确定。
若要提高应用程序的滚动性能，可以增加本地存储的数据量。 但是，若要缩短启动时间，必须避免最初加载过多的数据。 可能需要修改 Cache 类，以增加可以存储的数据页数。 使用更多数据页可以提高滚动效率，但需要根据可用带宽和服务器延迟确定数据页中理想的行数。 使用较小的页面时，服务器将更频繁地访问，但返回请求的数据所需的时间会更少。 如果延迟比带宽更出问题，可能需要使用更大的数据页。
