Goal: To count # of distinct characters in a variable the fastest way possible.
DECLARE @String1 NVARCHAR(4000) = N'1A^' ; --> output = 3 DECLARE @String2 NVARCHAR(4000) = N'11' ; --> output = 1 DECLARE @String3 NVARCHAR(4000) = N'*' ; --> output = 1 DECLARE @String4 NVARCHAR(4000) = N'*A-zz' ; --> output = 4
I’ve found some posts in regards to distinct characters in a column, grouped by characters, and etc, but not one for this scenario.
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Answer
Using NGrams8K as a base, you can change the input parameter to a nvarchar(4000) and tweak the DATALENGTH, making NGramsN4K. Then you can use that to split the string into individual characters and count them:
SELECT COUNT(DISTINCT NG.token) AS DistinctCharacters FROM dbo.NGramsN4k(@String1,1) NG;
Altered NGrams8K:
IF OBJECT_ID('dbo.NGramsN4k','IF') IS NOT NULL DROP FUNCTION dbo.NGramsN4k;
GO
CREATE FUNCTION dbo.NGramsN4k
(
@string nvarchar(4000), -- Input string
@N int -- requested token size
)
/****************************************************************************************
Purpose:
A character-level N-Grams function that outputs a contiguous stream of @N-sized tokens
based on an input string (@string). Accepts strings up to 8000 varchar characters long.
For more information about N-Grams see: http://en.wikipedia.org/wiki/N-gram.
Compatibility:
SQL Server 2008+, Azure SQL Database
Syntax:
--===== Autonomous
SELECT position, token FROM dbo.NGrams8k(@string,@N);
--===== Against a table using APPLY
SELECT s.SomeID, ng.position, ng.token
FROM dbo.SomeTable s
CROSS APPLY dbo.NGrams8K(s.SomeValue,@N) ng;
Parameters:
@string = The input string to split into tokens.
@N = The size of each token returned.
Returns:
Position = bigint; the position of the token in the input string
token = varchar(8000); a @N-sized character-level N-Gram token
Developer Notes:
1. NGrams8k is not case sensitive
2. Many functions that use NGrams8k will see a huge performance gain when the optimizer
creates a parallel execution plan. One way to get a parallel query plan (if the
optimizer does not chose one) is to use make_parallel by Adam Machanic which can be
found here:
sqlblog.com/blogs/adam_machanic/archive/2013/07/11/next-level-parallel-plan-porcing.aspx
3. When @N is less than 1 or greater than the datalength of the input string then no
tokens (rows) are returned. If either @string or @N are NULL no rows are returned.
This is a debatable topic but the thinking behind this decision is that: because you
can't split 'xxx' into 4-grams, you can't split a NULL value into unigrams and you
can't turn anything into NULL-grams, no rows should be returned.
For people who would prefer that a NULL input forces the function to return a single
NULL output you could add this code to the end of the function:
UNION ALL
SELECT 1, NULL
WHERE NOT(@N > 0 AND @N <= DATALENGTH(@string)) OR (@N IS NULL OR @string IS NULL)
4. NGrams8k can also be used as a tally table with the position column being your "N"
row. To do so use REPLICATE to create an imaginary string, then use NGrams8k to split
it into unigrams then only return the position column. NGrams8k will get you up to
8000 numbers. There will be no performance penalty for sorting by position in
ascending order but there is for sorting in descending order. To get the numbers in
descending order without forcing a sort in the query plan use the following formula:
N = <highest number>-position+1.
Pseudo Tally Table Examples:
--===== (1) Get the numbers 1 to 100 in ascending order:
SELECT N = position
FROM dbo.NGrams8k(REPLICATE(0,100),1);
--===== (2) Get the numbers 1 to 100 in descending order:
DECLARE @maxN int = 100;
SELECT N = @maxN-position+1
FROM dbo.NGrams8k(REPLICATE(0,@maxN),1)
ORDER BY position;
5. NGrams8k is deterministic. For more about deterministic functions see:
https://msdn.microsoft.com/en-us/library/ms178091.aspx
Usage Examples:
--===== Turn the string, 'abcd' into unigrams, bigrams and trigrams
SELECT position, token FROM dbo.NGrams8k('abcd',1); -- unigrams (@N=1)
SELECT position, token FROM dbo.NGrams8k('abcd',2); -- bigrams (@N=2)
SELECT position, token FROM dbo.NGrams8k('abcd',3); -- trigrams (@N=3)
--===== How many times the substring "AB" appears in each record
DECLARE @table TABLE(stringID int identity primary key, string varchar(100));
INSERT @table(string) VALUES ('AB123AB'),('123ABABAB'),('!AB!AB!'),('AB-AB-AB-AB-AB');
SELECT string, occurances = COUNT(*)
FROM @table t
CROSS APPLY dbo.NGrams8k(t.string,2) ng
WHERE ng.token = 'AB'
GROUP BY string;
----------------------------------------------------------------------------------------
Revision History:
Rev 00 - 20140310 - Initial Development - Alan Burstein
Rev 01 - 20150522 - Removed DQS N-Grams functionality, improved iTally logic. Also Added
conversion to bigint in the TOP logic to remove implicit conversion
to bigint - Alan Burstein
Rev 03 - 20150909 - Added logic to only return values if @N is greater than 0 and less
than the length of @string. Updated comment section. - Alan Burstein
Rev 04 - 20151029 - Added ISNULL logic to the TOP clause for the @string and @N
parameters to prevent a NULL string or NULL @N from causing "an
improper value" being passed to the TOP clause. - Alan Burstein
****************************************************************************************/
RETURNS TABLE WITH SCHEMABINDING AS RETURN
WITH
L1(N) AS
(
SELECT 1
FROM (VALUES -- 90 NULL values used to create the CTE Tally table
(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),
(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),
(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),
(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),
(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),
(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),
(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),
(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),
(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL),(NULL)
) t(N)
),
iTally(N) AS -- my cte Tally table
(
SELECT TOP(ABS(CONVERT(BIGINT,((DATALENGTH(ISNULL(@string,N''))/2)-(ISNULL(@N,1)-1)),0)))
ROW_NUMBER() OVER (ORDER BY (SELECT NULL)) -- Order by a constant to avoid a sort
FROM L1 a CROSS JOIN L1 b -- cartesian product for 8100 rows (90^2)
)
SELECT
position = N, -- position of the token in the string(s)
token = SUBSTRING(@string,CAST(N AS int),@N) -- the @N-Sized token
FROM iTally
WHERE @N > 0 AND @N <= (DATALENGTH(@string)/2); -- Protection against bad parameter values