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I have tried to load 6.000.000 (6 mio) strings of 64 characters in length in order to sort them in VBA.
What I have noticed is :
1. When I use an Array the memory occupied is around 916 MB
2. When I use an ArrayList the memory occupied goes to 1.105 MB
None of them is reasonable to me as the strings size is around 380 MB.
What I doing wrong ?
As the numbers of strings will grow rapidly I will face 'Out of memory' very soon.
Any idea will be welcome.
Demetres
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Most of the issue is the fact that VBA natively uses
BSTRs
, which are Unicode strings. I assume that your calculation of ~380 mb is based on 6 million * 64 characters @ 1 byte each. In actuality, the math works out to something like this:
VBA Strings are Unicode, which in this case means each character is 2
bytes.
A String in VBA is 4 bytes for internally storing the length before
the string, 2 bytes for a unicode Null at the end of the string, and
the 2 bytes per character.
That works out to 4 + (64 * 2) + 2 = 134 bytes per 64 character
String.
Each entry in the String array is actually a pointer to the String,
so that's another 4 bytes per slot, 138 in total so far.
Assuming 6 million of these Strings, that's 828,000,000 bytes (using
commas US style) which,
depending upon your definition of mb
, is either 789.6 or 828 mb.
I'm not sure about the rest of the overhead, perhaps garbage collector reference counters?
Anyway, I would suggest that you use 64 slot Byte arrays to load and store your strings, assuming it's ASCII characters. You eliminate (4 + 64 + 2) * 6,000,000 bytes and your code will presumably run faster because it doesn't need to compare as many bytes. You could probably optimize your sort by comparing a Word (32 or 64 bits depending upon your processor) at a time instead of just character by character.
Update
I think I was slightly wrong on that calculation. Byte Arrays are
SAFEARRAYs
which have quite a bit of overhead themselves, about 20 bytes. So the savings would be closer to (4 + 64 + 2 - 20) * 6,000,000.
Raw ASCII String Sort Example
Before you look at this example, please,
please
take my recommendation and import your text into Access to sort instead. 6 million strings for a total of 380 mb is well within
Access' limits
and Access can (as I understand it) sort them without resorting to loading all the strings into memory at the same time
Create a text file called "data.txt" with the following text:
Strings
In add a code module and call it "mdlQuickSort" and add the following code. I haven't commented much, but if you're curious as to how it works you can read
Wikipedia's article on QuickSort
or let me know and I'll add better comments.
Option Explicit
Public Sub QuickSortInPlace(ByRef arrArray() As Variant)
If UBound(arrArray) <= 1 Then
Exit Sub
End If
qSort arrArray, 0, UBound(arrArray)
End Sub
Private Sub qSort(ByRef arrArray() As Variant, left As Long, right As Long)
Dim pivot As Long
Dim newPivotIndex As Long
If left < right Then
pivot = MedianOf3(arrArray, left, right)
newPivotIndex = partition(arrArray, left, right, pivot)
qSort arrArray, left, newPivotIndex - 1
qSort arrArray, newPivotIndex + 1, right
End If
End Sub
Private Function partition(ByRef arrArray() As Variant, left As Long, right As Long, pivot As Long) As Long
Dim pivotValue As Variant
pivotValue = arrArray(pivot)
Swap arrArray, pivot, right
Dim storeIndex As Long
storeIndex = left
Dim i As Long
For i = left To right - 1
If CompareFunc(arrArray(i), pivotValue) = -1 Then
Swap arrArray, i, storeIndex
storeIndex = storeIndex + 1
End If
Swap arrArray, storeIndex, right
partition = storeIndex
End Function
Private Sub Swap(ByRef arrArray() As Variant, indexA As Long, indexB As Long)
Dim temp As Variant
temp = arrArray(indexA)
arrArray(indexA) = arrArray(indexB)
arrArray(indexB) = temp
End Sub
Private Function MedianOf3(ByRef arrArray() As Variant, left As Long, right As Long) As Long
Dim a As Variant, b As Variant, c As Variant
Dim indexA As Long, indexB As Long, indexC As Long
Dim ab As Long
Dim bc As Long
Dim ac As Long
indexA = left
indexB = (left + right) \ 2
indexC = right
a = arrArray(indexA)
b = arrArray(indexB)
c = arrArray(indexC)
ab = CompareFunc(a, b)
bc = CompareFunc(b, c)
ac = CompareFunc(a, c)
If ab = -1 Then
If ac = -1 Then
If bc = -1 Or bc = 0 Then
'a b c
'Already in B
'a c b
Swap arrArray, indexB, indexC
End If
'c a b
Swap arrArray, indexA, indexB
End If
If bc = -1 Then
If ac = -1 Then
'b a c
Swap arrArray, indexA, indexB
'b c a
Swap arrArray, indexB, indexC
End If
'c b a
'Already in B
End If
End If
MedianOf3 = indexB
End Function
Private Function CompareFunc(str_a As Variant, str_b As Variant) As Long
Dim a As Byte
Dim b As Byte
Dim i As Long
For i = 0 To 63
a = str_a(i)
b = str_b(i)
If a <> b Then
Exit For
End If
If i <= 63 Then
If a < b Then
CompareFunc = -1
CompareFunc = 1
End If
CompareFunc = 0
End If
End Function
Finally, add a module called "mdlMain". This is where the Strings are loaded. Here is the code:
Option Explicit
Public Sub Main()
Dim arrStrings() As Variant
Dim i As Long
'Get the strings from the file
FillArrStringsInPlace arrStrings
'Print the unsorted list
Debug.Print "Unsorted Strings" & vbCrLf & "---------------------"
For i = 0 To UBound(arrStrings)
Debug.Print StrConv(arrStrings(i), vbUnicode)
'Sort in place
QuickSortInPlace arrStrings
'Print the sorted list
Debug.Print vbCrLf & vbCrLf & "Sorted Strings" & vbCrLf & "---------------------"
For i = 0 To UBound(arrStrings)
Debug.Print StrConv(arrStrings(i), vbUnicode)
End Sub
Public Sub FillArrStringsInPlace(ByRef arr() As Variant)
Dim iFile As Integer
Dim strInput As String
Dim lineCount As Long
Dim arrBytes() As Byte
'Open a file in the same folder as this Access db called "data.txt"
iFile = FreeFile
Open ActiveWorkbook.Path & "\data.txt" For Input As iFile
'Since I already know how many strings there are, I'm assigning it here.
'The alternatives would be to either "dynamically resize" the array, which
'is equivalent to copying the entire thing everytime you add a new string,
'Or to count the number of newlines in the file and dimensioning the array
'to that size before reading in the strings line by line. Neither is as
'efficient as just defining it before-hand.
ReDim arr(0 To 7)
While Not EOF(iFile)
Line Input #iFile, strInput
arrBytes = StrConv(strInput, vbFromUnicode)
ReDim Preserve arrBytes(0 To 63)
arr(lineCount) = arrBytes
lineCount = lineCount + 1
Close iFile
End Sub
I had put some code in there to try and optimize things with CopyMemory, but it was a tad dangerous, so I decided to leave it out.
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