How do I get a short hash of a long string using Excel VBA
Whats given
Maybe others will find this useful.
I have collected some different functions to generate a short hash of a string in VBA.
I don't take credit for the code and all sources are referenced.
=CRC16HASH(A1)
with this Code=CRC16NUMERIC(A1)
with this Code=CRC16TWICE(A1)
with this Code=SHA1TRUNC(A1)
with this Code=BASE64SHA1(A1)
with this CodeHere is my test workbook with all example functions and a big number of test strings.
Feel free to add own functions.
Split your string into three shorter strings (if not divisible by three, the last one will be longer than the other two). Run your "short" algorithm on each, and concatenate the results.
I could write the code but based on the quality of the question I think you can take it from here!
EDIT: It turns out that that advice is not enough. There is a serious flaw in your original CRC16 code - namely the line that says:
j = Val("&H" + Mid(txt, nC, 2))
This only handles text that can be interpreted as hex values: lowercase and uppercase letters are the same, and anything after F in the alphabet is ignored (as far as I can tell). That anything good comes out at all is a miracle. If you replace the line with
j = asc(mid(txt, nC, 1))
Things work better - every ASCII code at least starts out life as its own value.
Combining this change with the proposal I made earlier, you get the following code:
Function hash12(s As String)
' create a 12 character hash from string s
Dim l As Integer, l3 As Integer
Dim s1 As String, s2 As String, s3 As String
l = Len(s)
l3 = Int(l / 3)
s1 = Mid(s, 1, l3) ' first part
s2 = Mid(s, l3 + 1, l3) ' middle part
s3 = Mid(s, 2 * l3 + 1) ' the rest of the string...
hash12 = hash4(s1) + hash4(s2) + hash4(s3)
End Function
Function hash4(txt)
' copied from the example
Dim x As Long
Dim mask, i, j, nC, crc As Integer
Dim c As String
crc = &HFFFF
For nC = 1 To Len(txt)
j = Asc(Mid(txt, nC)) ' <<<<<<< new line of code - makes all the difference
' instead of j = Val("&H" + Mid(txt, nC, 2))
crc = crc Xor j
For j = 1 To 8
mask = 0
If crc / 2 <> Int(crc / 2) Then mask = &HA001
crc = Int(crc / 2) And &H7FFF: crc = crc Xor mask
Next j
Next nC
c = Hex$(crc)
' <<<<< new section: make sure returned string is always 4 characters long >>>>>
' pad to always have length 4:
While Len(c) < 4
c = "0" & c
Wend
hash4 = c
End Function
You can place this code in your spreadsheet as =hash12("A2")
etc. For fun, you can also use the "new, improved" hash4 algorithm, and see how they compare. I created a pivot table to count collisions - there were none for the hash12
algorithm, and only 3 for the hash4
. I'm sure you can figure out how to create hash8
, ... from this. The "no need to be unique" from your question suggests that maybe the "improved" hash4
is all you need.
In principle, a four character hex should have 64k unique values - so the chance of two random strings having the same hash would be 1 in 64k. When you have 400 strings, there are 400 x 399 / 2 "possible collision pairs" ~ 80k opportunities (assuming you had highly random strings). Observing three collisions in the sample dataset is therefore not an unreasonable score. As your number of strings N goes up, the probability of collisions goes as the square of N. With the extra 32 bits of information in the hash12, you expect to see collisions when N > 20 M or so (handwaving, in-my-head-math).
You can make the hash12 code a little bit more compact, obviously - and it should be easy to see how to extend it to any length.
Oh - and one last thing. If you have RC addressing enabled, using =CRC16("string")
as a spreadsheet formula gives a hard-to-track #REF
error... which is why I renamed it hash4
32 bits hash function for strings with a low level of collision:
Public Function StrHash(text As String) As Long
Dim i As Long
StrHash = &H65D5BAAA
For i = 1 To Len(text)
StrHash = ((StrHash + AscW(Mid$(text, i, 1))) Mod 69208103) * 31&
Next
End Function
Or as a 64 bits hash function:
Public Function StrHash64(text As String) As String
Dim i&, h1&, h2&, c&
h1 = &H65D5BAAA
h2 = &H2454A5ED
For i = 1 To Len(text)
c = AscW(Mid$(text, i, 1))
h1 = ((h1 + c) Mod 69208103) * 31&
h2 = ((h2 + c) Mod 65009701) * 33&
Next
StrHash64 = Right("00000000" & Hex(h1), 8) & Right("00000000" & Hex(h2), 8)
End Function
Based on the FNV hash algorithm
While the below is not a hash function, I've used it as a quick way to generate numeric id's that have a low collision rate over a small list (small enough to verify by inspection).
How it Works: Column A holds the strings from row 2 onward. In row 1, A1 and B1 hold an arbitrary start and end position midway in the string. The formula uses the first letter of the string and a fixed letter taken from mid-string and uses LEN() as a 'fanning function' to reduce the chance of collisions.
=CODE(A2)*LEN(A2) + CODE(MID(A2,$A$1,$B$1))*LEN(MID(A2,$A$1,$B$1))
If strings are pulled from a database table with fixed width fields, you may need to trim the lengths:
=CODE(TRIM(C8))*LEN(TRIM(C8))
+CODE(MID(TRIM(C8),$A$1,1))*LEN(MID(TRIM(C8),$A$1,$B$1))