我使用下面的代码计算最大值,如本文所述(vba max value of group of values)。代码工作得很好但是一旦我有超过65k行,我在尝试使用数组时会得到数据类型不匹配:
sht.Range(Cells(1, lColumn), Cells(last.Row, lColumn)).Value = Application.Index(groupsArray, , lColumn)
有人可以帮我把数组切成块。我试图让它自己工作,但没有任何运气。
Sub FillGroupsMax()
Dim lColumn As Long
Dim sht As Worksheet
Dim groupsArray As Variant 'array with all group infomation
Dim groupsSeen As Variant 'array with group infomation already seen
Application.ScreenUpdating = False 'stop screen updating makes vba perform better
Set sht = ThisWorkbook.Worksheets("import")
Set last = sht.Range("A:A").Find("*", Cells(1, 1), searchdirection:=xlPrevious) 'last cell with value in column A
lColumn = sht.Cells(1, Columns.Count).End(xlToLeft).Column
groupsArray = sht.Range(Cells(1, 1), Cells(last.Row, lColumn))
'collect all the information on the Sheet into an array
'Improves performance by not visiting the sheet
For dRow = 2 To last.Row 'for each of the rows skipping header
'check if group as already been seen
If inArrayValue(Cells(dRow, 1).Value, groupsSeen) > 0 Then
'if it has been seen/calculated attribute value
'Cells(dRow, 4).Value = inArrayValue(Cells(dRow, 1).Value, groupsSeen)
groupsArray(dRow, lColumn) = inArrayValue(Cells(dRow, 1).Value, groupsSeen)
Else
'if it hasn't been seen then find max
'Cells(dRow, 4).Value = getMax(Cells(dRow, 1).Value, groupsArray)
groupsArray(dRow, lColumn) = getMax(Cells(dRow, 1).Value, groupsArray, lColumn)
'array construction from empty
If IsEmpty(groupsSeen) Then
ReDim groupsSeen(0)
'groupsSeen(0) = Array(Cells(dRow, 1).Value, Cells(dRow, 4).Value)
groupsSeen(0) = Array(groupsArray(dRow, 1), groupsArray(dRow, lColumn))
'attribute value to array
Else
ReDim Preserve groupsSeen(0 To UBound(groupsSeen) + 1)
groupsSeen(UBound(groupsSeen)) = Array(groupsArray(dRow, 1), groupsArray(dRow, lColumn))
End If
End If
Next
sht.Range(Cells(1, lColumn), Cells(last.Row, lColumn)).Value = Application.Index(groupsArray, , lColumn)
'reactivate Screen updating
Application.ScreenUpdating = True
End Sub
Function getMax(group As String, groupsArray As Variant, lColumn As Long) As Double
'for each in array
For n = 1 To UBound(groupsArray)
'if its the same group the Max we seen so far the record
If groupsArray(n, 1) = group And groupsArray(n, lColumn - 1) > maxSoFar Then
maxSoFar = groupsArray(n, lColumn - 1)
End If
Next
'set function value
getMax = maxSoFar
End Function
Function inArrayValue(group As String, groupsSeen As Variant) As Double
'set function value
inArrayValue = 0
'if array is empty then exit
If IsEmpty(groupsSeen) Then Exit Function
'for each in array
For n = 0 To UBound(groupsSeen)
'if we find the group
If groupsSeen(n)(0) = group Then
'set function value to the Max value already seen
inArrayValue = groupsSeen(n)(1)
'exit function earlier
Exit Function
End If
Next
End Function
答案 0 :(得分:2)
您可以编写一个帮助函数来代替Application.Index
奖金 - 它比使用Index
(> 5x)
Sub Tester()
Dim arr, arrCol
arr = Range("A2:J80000").Value
arrCol = GetColumn(arr, 5) '<< get the fifth column
Range("L2").Resize(UBound(arrCol, 1), 1).Value = arrCol
End Sub
'extract a single column from a 1-based 2-D array
Function GetColumn(arr, colNumber)
Dim arrRet, i As Long
ReDim arrRet(1 To UBound(arr, 1), 1 To 1)
For i = 1 To UBound(arr, 1)
arrRet(i, 1) = arr(i, colNumber)
Next i
GetColumn = arrRet
End Function
编辑 - 因为QHarr在这里询问了时间,这是一个基本的例子
Sub Tester()
Dim arr, arrCol, t, i as long
arr = Range("A2:J80000").Value
t = Timer
For i = 1 to 100
arrCol = GetColumn(arr, 5) '<< get the fifth column
Next i
Debug.print Timer - t '<<# of seconds for execution
End Sub
答案 1 :(得分:0)
您使用的是.xls文件,因为它们只有65k行。如果是这样,将文件保存为.xlsx,因为它将有超过一百万行
答案 2 :(得分:0)
下面,尽管不是那么整洁,但是一种以块的形式处理数组的方法和索引来访问列并写出到表格。
我用数据填充了两列(A:B)。两者都有132,000行,逐步填充,每列中的值为1到132,000,用于我的测试运行。
您可以使用cutOff
来调整块大小,使其低于发生故障的位置。
下面的代码只是为了演示批量循环的原理,直到每批中的设置截止值,直到所有行都被处理完毕。
Option Explicit
Public Sub WriteArrayToSheet()
Dim wb As Workbook
Dim ws As Worksheet
Set wb = ThisWorkbook
Set sht = wb.Worksheets("Sheet1") 'change as appropriate
Dim myArr() 'dynamic array
myArr = sht.Range("A1").CurrentRegion.Value 'you may want a more robust method
Dim cutOff As Long 'the max value - what ever it is before error occurs
cutOff = 1000
Dim totalRows As Long 'total rows in array read in from sheet
totalRows = UBound(myArr, 1)
Dim totalArraysNeeded As Long
'Determine how many lots of cutOff chunks there are in the total number of array rows
totalArraysNeeded = Application.WorksheetFunction.Ceiling(totalRows / cutOff, 1)
Dim rotations As Long 'number of times to loop original array to handle all rows
Dim rowCountTotal As Long
Dim rowCount As Long
Dim tempArr() 'this will hold the chunk of the original array
Dim rowCounter As Long
Dim lastRow As Long
Dim nextRow As Long
Dim i As Long
Dim j As Long
Dim numRows As Long
rotations = 1
Do While rotations < totalArraysNeeded
If rotations < totalArraysNeeded - 1 Then
ReDim tempArr(1 To cutOff, 1 To UBound(myArr, 2)) 'size chunk array
numRows = cutOff
Else
numRows = totalRows - rowCountTotal
ReDim tempArr(1 To numRows, 1 To UBound(myArr, 2)) 'size chunk array
End If
For i = 1 To numRows
rowCount = 1 'rows in this chunk looped
rowCountTotal = rowCountTotal + 1 'rows in original array looped
For j = LBound(myArr, 2) To UBound(myArr, 2)
tempArr(i, j) = myArr(rowCountTotal, j)
Next j
rowCount = rowCount + 1
Next i
With sht
lastRow = .Cells(.Rows.Count, "E").End(xlUp).Row 'Column where I am writing the sliced column out to
End With
If lastRow = 1 Then
nextRow = 1
Else
nextRow = lastRow + 1
End If
sht.Range("E" & nextRow).Resize(UBound(tempArr, 1), 1) = Application.Index(tempArr, , 1) 'write out to sheet
rotations = rotations + 1
Loop
End Sub
答案 3 :(得分:0)
正如@Tim建议的那样,切片大数组的最佳方法是使用循环来复制列。
虽然在您的情况下,由于您的代码使用嵌套循环,因此大部分处理时间都用于计算最大值。
如果您想显着缩短处理时间,请使用字典:
Sub Usage
GetMaxByGroupTo _
sourceGroups := ThisWorkbook.Range("Sheet1!A2:A100"), _
sourceValues := ThisWorkbook.Range("Sheet1!B2:B100"), _
target := ThisWorkbook.Range("Sheet1!C2")
End Sub
Sub GetMaxByGroupTo(sourceGroups As Range, sourceValues As Range, target As Range)
Dim dict As Object, groups(), values(), r As Long, max
Set dict = CreateObject("Scripting.Dictionary")
groups = sourceGroups.Value2
values = sourceValues.Value2
' store the maximum value of each group in a dictionary for an efficient lookup '
For r = Lbound(groups) to Ubound(groups)
max = dict(groups(r, 1))
If VarType(max) And values(r, 1) <= max Then Else dict(groups(r, 1)) = values(r, 1)
Next
' build and copy the result array to the sheet '
For r = Lbound(groups) to Ubound(groups)
values(r, 1) = dict(groups(r, 1))
Next
target.Resize(Ubound(groups), 1).Value2 = values
End Sub