Find non-ASCII characters in varchar columns using SQL Server
Here is a solution for the single column search using PATINDEX.
It also displays the StartPosition, InvalidCharacter and ASCII code.
select line,
patindex('%[^ !-~]%' COLLATE Latin1_General_BIN,Line) as [Position],
substring(line,patindex('%[^ !-~]%' COLLATE Latin1_General_BIN,Line),1) as [InvalidCharacter],
ascii(substring(line,patindex('%[^ !-~]%' COLLATE Latin1_General_BIN,Line),1)) as [ASCIICode]
from staging.APARMRE1
where patindex('%[^ !-~]%' COLLATE Latin1_General_BIN,Line) >0
try something like this:
DECLARE @YourTable table (PK int, col1 varchar(20), col2 varchar(20), col3 varchar(20));
INSERT @YourTable VALUES (1, 'ok','ok','ok');
INSERT @YourTable VALUES (2, 'BA'+char(182)+'D','ok','ok');
INSERT @YourTable VALUES (3, 'ok',char(182)+'BAD','ok');
INSERT @YourTable VALUES (4, 'ok','ok','B'+char(182)+'AD');
INSERT @YourTable VALUES (5, char(182)+'BAD','ok',char(182)+'BAD');
INSERT @YourTable VALUES (6, 'BAD'+char(182),'B'+char(182)+'AD','BAD'+char(182)+char(182)+char(182));
--if you have a Numbers table use that, other wise make one using a CTE
WITH AllNumbers AS
( SELECT 1 AS Number
UNION ALL
SELECT Number+1
FROM AllNumbers
WHERE Number<1000
)
SELECT
pk, 'Col1' BadValueColumn, CONVERT(varchar(20),col1) AS BadValue --make the XYZ in convert(varchar(XYZ), ...) the largest value of col1, col2, col3
FROM @YourTable y
INNER JOIN AllNumbers n ON n.Number <= LEN(y.col1)
WHERE ASCII(SUBSTRING(y.col1, n.Number, 1))<32 OR ASCII(SUBSTRING(y.col1, n.Number, 1))>127
UNION
SELECT
pk, 'Col2' BadValueColumn, CONVERT(varchar(20),col2) AS BadValue --make the XYZ in convert(varchar(XYZ), ...) the largest value of col1, col2, col3
FROM @YourTable y
INNER JOIN AllNumbers n ON n.Number <= LEN(y.col2)
WHERE ASCII(SUBSTRING(y.col2, n.Number, 1))<32 OR ASCII(SUBSTRING(y.col2, n.Number, 1))>127
UNION
SELECT
pk, 'Col3' BadValueColumn, CONVERT(varchar(20),col3) AS BadValue --make the XYZ in convert(varchar(XYZ), ...) the largest value of col1, col2, col3
FROM @YourTable y
INNER JOIN AllNumbers n ON n.Number <= LEN(y.col3)
WHERE ASCII(SUBSTRING(y.col3, n.Number, 1))<32 OR ASCII(SUBSTRING(y.col3, n.Number, 1))>127
order by 1
OPTION (MAXRECURSION 1000);
OUTPUT:
pk BadValueColumn BadValue
----------- -------------- --------------------
2 Col1 BA¶D
3 Col2 ¶BAD
4 Col3 B¶AD
5 Col1 ¶BAD
5 Col3 ¶BAD
6 Col1 BAD¶
6 Col2 B¶AD
6 Col3 BAD¶¶¶
(8 row(s) affected)
I've been running this bit of code with success
declare @UnicodeData table (
data nvarchar(500)
)
insert into
@UnicodeData
values
(N'Horse�')
,(N'Dog')
,(N'Cat')
select
data
from
@UnicodeData
where
data collate LATIN1_GENERAL_BIN != cast(data as varchar(max))
Which works well for known columns.
For extra credit, I wrote this quick script to search all nvarchar columns in a given table for Unicode characters.
declare
@sql varchar(max) = ''
,@table sysname = 'mytable' -- enter your table here
;with ColumnData as (
select
RowId = row_number() over (order by c.COLUMN_NAME)
,c.COLUMN_NAME
,ColumnName = '[' + c.COLUMN_NAME + ']'
,TableName = '[' + c.TABLE_SCHEMA + '].[' + c.TABLE_NAME + ']'
from
INFORMATION_SCHEMA.COLUMNS c
where
c.DATA_TYPE = 'nvarchar'
and c.TABLE_NAME = @table
)
select
@sql = @sql + 'select FieldName = ''' + c.ColumnName + ''', InvalidCharacter = [' + c.COLUMN_NAME + '] from ' + c.TableName + ' where ' + c.ColumnName + ' collate LATIN1_GENERAL_BIN != cast(' + c.ColumnName + ' as varchar(max)) ' + case when c.RowId <> (select max(RowId) from ColumnData) then ' union all ' else '' end + char(13)
from
ColumnData c
-- check
-- print @sql
exec (@sql)
I'm not a fan of dynamic SQL but it does have its uses for exploratory queries like this.
This script searches for non-ascii characters in one column. It generates a string of all valid characters, here code point 32 to 127. Then it searches for rows that don't match the list:
declare @str varchar(128);
declare @i int;
set @str = '';
set @i = 32;
while @i <= 127
begin
set @str = @str + '|' + char(@i);
set @i = @i + 1;
end;
select col1
from YourTable
where col1 like '%[^' + @str + ']%' escape '|';
running the various solutions on some real world data - 12M rows varchar length ~30, around 9k dodgy rows, no full text index in play, the patIndex solution is the fastest, and it also selects the most rows.
(pre-ran km. to set the cache to a known state, ran the 3 processes, and finally ran km again - the last 2 runs of km gave times within 2 seconds)
patindex solution by Gerhard Weiss -- Runtime 0:38, returns 9144 rows
select dodgyColumn from myTable fcc
WHERE patindex('%[^ !-~]%' COLLATE Latin1_General_BIN,dodgyColumn ) >0
the substring-numbers solution by MT. -- Runtime 1:16, returned 8996 rows
select dodgyColumn from myTable fcc
INNER JOIN dbo.Numbers32k dn ON dn.number<(len(fcc.dodgyColumn ))
WHERE ASCII(SUBSTRING(fcc.dodgyColumn , dn.Number, 1))<32
OR ASCII(SUBSTRING(fcc.dodgyColumn , dn.Number, 1))>127
udf solution by Deon Robertson -- Runtime 3:47, returns 7316 rows
select dodgyColumn
from myTable
where dbo.udf_test_ContainsNonASCIIChars(dodgyColumn , 1) = 1