我参与了一个数据迁移项目。当我试图将数据从一个表插入到另一个表(SQL Server 2005)时，我得到以下错误:
编号8152,16层，状态13,1线 字符串或二进制数据将被截断。
源数据列与数据类型匹配，并且在目标表列的长度定义内，因此我不知道是什么原因导致了这个错误。
当前回答
这可能是一个具有挑战性的错误。以下是AmirCharania在https://connect.microsoft.com/SQLServer/feedback/details/339410/网站上发表的评论。
我调整了AmirCharania给出的答案，用于选择实际表中的数据，而不是临时表。首先选择你的数据集到一个开发表中，然后运行以下命令:
WITH CTE_Dev
AS (
SELECT C.column_id
,ColumnName = C.NAME
,C.max_length
,C.user_type_id
,C.precision
,C.scale
,DataTypeName = T.NAME
FROM sys.columns C
INNER JOIN sys.types T ON T.user_type_id = C.user_type_id
WHERE OBJECT_ID = OBJECT_ID('YOUR TARGET TABLE NAME HERE, WITH SCHEMA')
)
,CTE_Temp
AS (
SELECT C.column_id
,ColumnName = C.NAME
,C.max_length
,C.user_type_id
,C.precision
,C.scale
,DataTypeName = T.NAME
FROM sys.columns C
INNER JOIN sys.types T ON T.user_type_id = C.user_type_id
WHERE OBJECT_ID = OBJECT_ID('YOUR TEMP TABLE NAME HERE, WITH SCHEMA')
)
SELECT *
FROM CTE_Dev D
FULL OUTER JOIN CTE_Temp T ON D.ColumnName = T.ColumnName
WHERE ISNULL(D.max_length, 0) < ISNULL(T.max_length, 999)
其他回答
问题很简单:源查询中的一个或多个列包含的数据超过了目标列的长度。一个简单的解决方案是使用源查询并在每一列上执行Max(Len(source col))。也就是说,
Select Max(Len(TextCol1))
, Max(Len(TextCol2))
, Max(Len(TextCol3))
, ...
From ...
然后将这些长度与目标表中的数据类型长度进行比较。至少有一个超出了其目标列的长度。
如果你绝对肯定情况不应该是这样，也不关心是不是这样，那么另一个解决方案是强制强制转换源查询列到它们的目标长度(这将截断任何太长的数据):
Select Cast(TextCol1 As varchar(...))
, Cast(TextCol2 As varchar(...))
, Cast(TextCol3 As varchar(...))
, ...
From ...
您需要发布源表和目标表的表定义，以便我们找出问题所在，但底线是源表中的一列比目标列大。这可能是您正在以一种您没有意识到的方式更改格式。要弄清楚这一点，您要使用的数据库模型也很重要。
我构建了一个存储过程，它分析一个源表或查询，每个列都有几个特征，其中最小长度(min_len)和最大长度(max_len)。
CREATE PROCEDURE [dbo].[sp_analysetable] (
@tableName varchar(8000),
@deep bit = 0
) AS
/*
sp_analysetable 'company'
sp_analysetable 'select * from company where name is not null'
*/
DECLARE @intErrorCode INT, @errorMSG VARCHAR(500), @tmpQ NVARCHAR(2000), @column_name VARCHAR(50), @isQuery bit
SET @intErrorCode=0
IF OBJECT_ID('tempdb..##tmpTableToAnalyse') IS NOT NULL BEGIN
DROP TABLE ##tmpTableToAnalyse
END
IF OBJECT_ID('tempdb..##tmpColumns') IS NOT NULL BEGIN
DROP TABLE ##tmpColumns
END
if CHARINDEX('from', @tableName)>0
set @isQuery=1
IF @intErrorCode=0 BEGIN
if @isQuery=1 begin
--set @tableName = 'USE '+@db+';'+replace(@tableName, 'from', 'into ##tmpTableToAnalyse from')
--replace only first occurance. Now multiple froms may exists, but first from will be replaced with into .. from
set @tableName=Stuff(@tableName, CharIndex('from', @tableName), Len('from'), 'into ##tmpTableToAnalyse from')
exec(@tableName)
IF OBJECT_ID('tempdb..##tmpTableToAnalyse') IS NULL BEGIN
set @intErrorCode=1
SET @errorMSG='Error generating temporary table from query.'
end
else begin
set @tableName='##tmpTableToAnalyse'
end
end
end
IF @intErrorCode=0 BEGIN
SET @tmpQ='USE '+DB_NAME()+';'+CHAR(13)+CHAR(10)+'
select
c.column_name as [column],
cast(sp.value as varchar(1000)) as description,
tc_fk.constraint_type,
kcu_pk.table_name as fk_table,
kcu_pk.column_name as fk_column,
c.ordinal_position as pos,
c.column_default as [default],
c.is_nullable as [null],
c.data_type,
c.character_maximum_length as length,
c.numeric_precision as [precision],
c.numeric_precision_radix as radix,
cast(null as bit) as [is_unique],
cast(null as int) as min_len,
cast(null as int) as max_len,
cast(null as int) as nulls,
cast(null as int) as blanks,
cast(null as int) as numerics,
cast(null as int) as distincts,
cast(null as varchar(500)) as distinct_values,
cast(null as varchar(50)) as remarks
into ##tmpColumns'
if @isQuery=1 begin
SET @tmpQ=@tmpQ+' from tempdb.information_schema.columns c, (select null as value) sp'
end
else begin
SET @tmpQ=@tmpQ+'
from information_schema.columns c
left join sysobjects so on so.name=c.table_name and so.xtype=''U''
left join syscolumns sc on sc.name=c.column_name and sc.id =so.id
left join sys.extended_properties sp on sp.minor_id = sc.colid AND sp.major_id = sc.id and sp.name=''MS_Description''
left join information_schema.key_column_usage kcu_fk on kcu_fk.table_name = c.table_name and c.column_name = kcu_fk.column_name
left join information_schema.table_constraints tc_fk on kcu_fk.table_name = tc_fk.table_name and kcu_fk.constraint_name = tc_fk.constraint_name
left join information_schema.referential_constraints rc on rc.constraint_name = kcu_fk.constraint_name
left join information_schema.table_constraints tc_pk on rc.unique_constraint_name = tc_pk.constraint_name
left join information_schema.key_column_usage kcu_pk on tc_pk.constraint_name = kcu_pk.constraint_name
'
end
SET @tmpQ=@tmpQ+' where c.table_name = '''+@tableName+''''
exec(@tmpQ)
end
IF @intErrorCode=0 AND @deep = 1 BEGIN
DECLARE
@count_rows int,
@count_distinct int,
@count_nulls int,
@count_blanks int,
@count_numerics int,
@min_len int,
@max_len int,
@distinct_values varchar(500)
DECLARE curTmp CURSOR LOCAL FAST_FORWARD FOR
select [column] from ##tmpColumns;
OPEN curTmp
FETCH NEXT FROM curTmp INTO @column_name
WHILE @@FETCH_STATUS = 0 and @intErrorCode=0 BEGIN
set @tmpQ = 'USE '+DB_NAME()+'; SELECT'+
' @count_rows=count(0), '+char(13)+char(10)+
' @count_distinct=count(distinct ['+@column_name+']),'+char(13)+char(10)+
' @count_nulls=sum(case when ['+@column_name+'] is null then 1 else 0 end),'+char(13)+char(10)+
' @count_blanks=sum(case when ltrim(['+@column_name+'])='''' then 1 else 0 end),'+char(13)+char(10)+
' @count_numerics=sum(isnumeric(['+@column_name+'])),'+char(13)+char(10)+
' @min_len=min(len(['+@column_name+'])),'+char(13)+char(10)+
' @max_len=max(len(['+@column_name+']))'+char(13)+char(10)+
' from ['+@tableName+']'
exec sp_executesql @tmpQ,
N'@count_rows int OUTPUT,
@count_distinct int OUTPUT,
@count_nulls int OUTPUT,
@count_blanks int OUTPUT,
@count_numerics int OUTPUT,
@min_len int OUTPUT,
@max_len int OUTPUT',
@count_rows OUTPUT,
@count_distinct OUTPUT,
@count_nulls OUTPUT,
@count_blanks OUTPUT,
@count_numerics OUTPUT,
@min_len OUTPUT,
@max_len OUTPUT
IF (@count_distinct>10) BEGIN
SET @distinct_values='Many ('+cast(@count_distinct as varchar)+')'
END ELSE BEGIN
set @distinct_values=null
set @tmpQ = N'USE '+DB_NAME()+';'+
' select @distinct_values=COALESCE(@distinct_values+'',''+cast(['+@column_name+'] as varchar), cast(['+@column_name+'] as varchar))'+char(13)+char(10)+
' from ('+char(13)+char(10)+
' select distinct ['+@column_name+'] from ['+@tableName+'] where ['+@column_name+'] is not null) a'+char(13)+char(10)
exec sp_executesql @tmpQ,
N'@distinct_values varchar(500) OUTPUT',
@distinct_values OUTPUT
END
UPDATE ##tmpColumns SET
is_unique =case when @count_rows=@count_distinct then 1 else 0 end,
distincts =@count_distinct,
nulls =@count_nulls,
blanks =@count_blanks,
numerics =@count_numerics,
min_len =@min_len,
max_len =@max_len,
distinct_values=@distinct_values,
remarks =
case when @count_rows=@count_nulls then 'all null,' else '' end+
case when @count_rows=@count_distinct then 'unique,' else '' end+
case when @count_distinct=0 then 'empty,' else '' end+
case when @min_len=@max_len then 'same length,' else '' end+
case when @count_rows=@count_numerics then 'all numeric,' else '' end
WHERE [column]=@column_name
FETCH NEXT FROM curTmp INTO @column_name
END
CLOSE curTmp DEALLOCATE curTmp
END
IF @intErrorCode=0 BEGIN
select * from ##tmpColumns order by pos
end
IF @intErrorCode=0 BEGIN --Clean up temporary tables
IF OBJECT_ID('tempdb..##tmpTableToAnalyse') IS NOT NULL BEGIN
DROP TABLE ##tmpTableToAnalyse
END
IF OBJECT_ID('tempdb..##tmpColumns') IS NOT NULL BEGIN
DROP TABLE ##tmpColumns
END
end
IF @intErrorCode<>0 BEGIN
RAISERROR(@errorMSG, 12, 1)
END
RETURN @intErrorCode
我把这个过程存储在主数据库中，这样我就可以在每个数据库中使用它，就像这样:
sp_analysetable 'table_name', 1
// deep=1 for doing value analyses
输出为:
column description constraint_type fk_table fk_column pos default null data_type length precision radix is_unique min_len max_len nulls blanks numerics distincts distinct_values remarks id_individual NULL PRIMARY KEY NULL NULL 1 NULL NO int NULL 10 10 1 1 2 0 0 70 70 Many (70) unique,all numeric, id_brand NULL NULL NULL NULL 2 NULL NO int NULL 10 10 0 1 1 0 0 70 2 2,3 same length,all numeric, guid NULL NULL NULL NULL 3 (newid()) NO uniqueidentifier NULL NULL NULL 1 36 36 0 0 0 70 Many (70) unique,same length, customer_id NULL NULL NULL NULL 4 NULL YES varchar 50 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, email NULL NULL NULL NULL 5 NULL YES varchar 100 NULL NULL 0 4 36 0 0 0 31 Many (31) mobile NULL NULL NULL NULL 6 NULL YES varchar 50 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, initials NULL NULL NULL NULL 7 NULL YES varchar 50 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, title_short NULL NULL NULL NULL 8 NULL YES varchar 50 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, title_long NULL NULL NULL NULL 9 NULL YES varchar 50 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, firstname NULL NULL NULL NULL 10 NULL YES varchar 50 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, lastname NULL NULL NULL NULL 11 NULL YES varchar 50 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, address NULL NULL NULL NULL 12 NULL YES varchar 100 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, pc NULL NULL NULL NULL 13 NULL YES varchar 10 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, kixcode NULL NULL NULL NULL 14 NULL YES varchar 20 NULL NULL 0 NULL NULL 70 0 0 0 NULL all null,empty, date_created NULL NULL NULL NULL 15 (getdate()) NO datetime NULL NULL NULL 1 19 19 0 0 0 70 Many (70) unique,same length, created_by NULL NULL NULL NULL 16 (user_name()) NO varchar 50 NULL NULL 0 13 13 0 0 0 1 loyalz-public same length, id_location_created NULL FOREIGN KEY location id_location 17 NULL YES int NULL 10 10 0 1 1 0 0 70 2 1,2 same length,all numeric, id_individual_type NULL FOREIGN KEY individual_type id_individual_type 18 NULL YES int NULL 10 10 0 NULL NULL 70 0 0 0 NULL all null,empty, optin NULL NULL NULL NULL 19 NULL YES int NULL 10 10 0 1 1 39 0 31 2 0,1 same length,
我今天遇到了这个问题，在我搜索这个信息量最小的错误消息的答案时，我还发现了这个链接:
https://connect.microsoft.com/SQLServer/feedback/details/339410/please-fix-the-string-or-binary-data-would-be-truncated-message-to-give-the-column-name
所以微软似乎没有计划在短时间内扩展错误信息。
所以我转向了其他方法。
我把错误复制到excel中:
(1行受影响)
(1行受影响)
(1行受影响) 编号8152,16层，14号状态，13行 字符串或二进制数据将被截断。 声明已终止。
(1行受影响)
计算excel中的行数，接近导致问题的记录计数器…调整我的导出代码打印出SQL接近它…然后运行5 - 10个SQL插入问题SQL，并设法查明问题之一，看到字符串太长，增加该列的大小，然后大导入文件运行没有问题。
这是一种破解和变通方法，但当你别无选择时，你只能做你能做的。
我写了一个有用的存储过程来帮助识别和解决使用INSERT SELECT语句时的文本截断问题(字符串或二进制数据将被截断)。它只比较字段CHAR, VARCHAR, NCHAR和NVARCHAR，并在可能导致错误的情况下逐字段返回一个评估字段。
EXEC dbo.GetFieldStringTruncate SourceTableName, TargetTableName
这个存储过程针对的是在执行INSERT SELECT语句时的文本截断问题。 此存储过程的操作取决于用户之前是否识别出有问题的INSERT语句。然后将源数据插入到全局临时表中。建议使用SELECT INTO语句。 必须在SELECT语句的每个字段的别名中使用目标表字段的相同名称。
函数代码:
DECLARE @strSQL nvarchar(1000)
IF NOT EXISTS (SELECT * FROM dbo.sysobjects where id = OBJECT_ID(N'[dbo].[GetFieldStringTruncate]'))
BEGIN
SET @strSQL = 'CREATE PROCEDURE [dbo].[GetFieldStringTruncate] AS RETURN'
EXEC sys.sp_executesql @strSQL
END
GO
SET ANSI_NULLS ON
GO
SET QUOTED_IDENTIFIER ON
GO
/*
------------------------------------------------------------------------------------------------------------------------
Description:
Syntax
---------------
dbo.GetFieldStringTruncate(SourceTable, TargetTable)
+---------------------------+-----------------------+
| SourceTableName | VARCHAR(255) |
+---------------------------+-----------------------+
| TargetTableName | VARCHAR(255) |
+---------------------------+-----------------------+
Arguments
---------------
SourceTableName
The name of the source table. It should be a temporary table using double charp '##'. E.g. '##temp'
TargetTableName
The name of the target table. It is the table that receives the data used in the INSERT INTO stament.
Return Type
----------------
Returns a table with a list of all the fields with the type defined as text and performs an evaluation indicating which field would present the problem of string truncation.
Remarks
----------------
This stored procedure is oriented to the problem of text truncation when an INSERT SELECT statement is made.
The operation of this stored procedure depends on the user previously identifying the INSERT statement with the problem. Then inserting the source data into a global temporary table. The SELECT INTO statement is recommended.
You must use the same name of the field of the destination table in the alias of each field of the SELECT statement.
Examples
====================================================================================================
--A. Test basic
IF EXISTS (SELECT * FROM sys.objects WHERE OBJECT_ID = OBJECT_ID(N'[dbo].[tblDestino]') AND TYPE IN (N'U'))
DROP TABLE tblDestino
CREATE TABLE tblDestino
(
Id INT IDENTITY,
Field1 VARCHAR(10),
Field2 VARCHAR(12),
Field3 VARCHAR(11),
Field4 VARCHAR(16),
Field5 VARCHAR(5),
Field6 VARCHAR(1),
Field7 VARCHAR(1),
Field8 VARCHAR(6),
Field9 VARCHAR(6),
Field10 VARCHAR(50),
Field11 VARCHAR(50),
Field12 VARCHAR(50)
)
INSERT INTO dbo.tblDestino
(
Field1 ,
Field2 ,
Field3 ,
Field4 ,
Field5 ,
Field6 ,
Field7 ,
Field8 ,
Field9 ,
Field10 ,
Field11 ,
Field12
)
SELECT
'123456789' , -- Field1 - varchar(10)
'123456789' , -- Field2 - varchar(12)
'123456789' , -- Field3 - varchar(11)
'123456789' , -- Field4 - varchar(16)
'123456789' , -- Field5 - varchar(5)
'123456789' , -- Field6 - varchar(1)
'123456789' , -- Field7 - varchar(1)
'123456789' , -- Field8 - varchar(6)
'123456789' , -- Field9 - varchar(6)
'123456789' , -- Field10 - varchar(50)
'123456789' , -- Field11 - varchar(50)
'123456789' -- Field12 - varchar(50)
GO
Result:
String or binary data would be truncated
*Here you get the truncation error. Then, we proceed to save the information in a global temporary table.
*IMPORTANT REMINDER: You must use the same name of the field of the destination table in the alias of each field of the SELECT statement.
Process:
IF OBJECT_ID('tempdb..##TEMP') IS NOT NULL DROP TABLE ##TEMP
go
SELECT
[Field1] = '123456789' ,
[Field2] = '123456789' ,
[Field3] = '123456789' ,
[Field4] = '123456789' ,
[Field5] = '123456789' ,
[Field6] = '123456789' ,
[Field7] = '123456789' ,
[Field8] = '123456789' ,
[Field9] = '123456789' ,
[Field10] = '123456789' ,
[Field11] = '123456789' ,
[Field12] = '123456789'
INTO ##TEMP
Result:
(1 row(s) affected)
Test:
EXEC dbo.GetFieldStringTruncate @SourceTableName = '##TEMP', @TargetTableName = 'tblDestino'
Result:
(12 row(s) affected)
ORIGEN Nombre Campo ORIGEN Maximo Largo DESTINO Nombre Campo DESTINO Tipo de campo Evaluación
-------------------------- -------------------- ------------------------ ----------------------- -------------------------
Field1 9 02 - Field1 VARCHAR(10)
Field2 9 03 - Field2 VARCHAR(12)
Field3 9 04 - Field3 VARCHAR(11)
Field4 9 05 - Field4 VARCHAR(16)
Field5 9 06 - Field5 VARCHAR(5) possible field with error
Field6 9 07 - Field6 VARCHAR(1) possible field with error
Field7 9 08 - Field7 VARCHAR(1) possible field with error
Field8 9 09 - Field8 VARCHAR(6) possible field with error
Field9 9 10 - Field9 VARCHAR(6) possible field with error
Field10 9 11 - Field10 VARCHAR(50)
Field11 9 12 - Field11 VARCHAR(50)
Field12 9 13 - Field12 VARCHAR(50)
====================================================================================================
------------------------------------------------------------------------------------------------------------
Responsible: Javier Pardo
Date: October 19/2018
WB tests: Javier Pardo
------------------------------------------------------------------------------------------------------------
*/
ALTER PROCEDURE dbo.GetFieldStringTruncate
(
@SourceTableName AS VARCHAR(255)
, @TargetTableName AS VARCHAR(255)
)
AS
BEGIN
BEGIN TRY
DECLARE @colsUnpivot AS NVARCHAR(MAX),
@colsUnpivotConverted AS NVARCHAR(MAX),
@query AS NVARCHAR(MAX)
SELECT @colsUnpivot = stuff((
SELECT DISTINCT ',' + QUOTENAME(col.NAME)
FROM tempdb.sys.tables tab
INNER JOIN tempdb.sys.columns col
ON col.object_id = tab.object_id
INNER JOIN tempdb.sys.types typ
ON col.system_type_id = TYP.system_type_id
WHERE tab.NAME = @SourceTableName
FOR XML path('')
), 1, 1, '')
,@colsUnpivotConverted = stuff((
SELECT DISTINCT ',' + 'CONVERT(VARCHAR(MAX),' + QUOTENAME(col.NAME) + ') AS ' + QUOTENAME(col.NAME)
FROM tempdb.sys.tables tab
INNER JOIN tempdb.sys.columns col
ON col.object_id = tab.object_id
INNER JOIN tempdb.sys.types typ
ON col.system_type_id = TYP.system_type_id
WHERE tab.NAME = @SourceTableName
FOR XML path('')
), 1, 1, '')
--https://stackoverflow.com/questions/11158017/column-conflicts-with-the-type-of-other-columns-in-the-unpivot-list
IF OBJECT_ID('tempdb..##TablaConMaximos') IS NOT NULL DROP TABLE ##TablaConMaximos
set @query
= 'SELECT u.d AS colname, MAX(LEN(u.data)) as [maximo_largo]
INTO ##TablaConMaximos
FROM
(
SELECT ' + @colsUnpivotConverted + '
FROM ' + @SourceTableName + '
) T
UNPIVOT
(
data
for d in ('+ @colsunpivot +')
) u
GROUP BY u.d'
PRINT @query
exec sp_executesql @query;
------------------------------------------------------------------------------------------------------------
SELECT --'Nombre de campo' = RIGHT('00' + ISNULL(CONVERT(VARCHAR,col.column_id),''),2) + ' - ' + col.name + ' '
--, 'Tipo de campo' = ISNULL(CONVERT(VARCHAR,upper(typ.name)),'') + '(' + ISNULL(CONVERT(VARCHAR,col.max_length),'') + ')'
[ORIGEN Nombre Campo] = tcm.colname
, [ORIGEN Maximo Largo] = tcm.maximo_largo
, [DESTINO Nombre Campo] = DESTINO.[Nombre de campo]
, [DESTINO Tipo de campo] = DESTINO.[Tipo de campo]
, [Evaluación] = CASE WHEN DESTINO.maximo_largo < tcm.maximo_largo THEN 'possible field with error' ELSE '' END
--, *
FROM tempdb.sys.tables tab
INNER JOIN tempdb.sys.columns col
ON col.object_id = tab.object_id
INNER JOIN tempdb.sys.types typ
ON col.system_type_id = TYP.system_type_id
RIGHT JOIN
(
SELECT column_id
, [Nombre de campo] = RIGHT('00' + ISNULL(CONVERT(VARCHAR,col.column_id),''),2) + ' - ' + col.name + ' '
, [Tipo de campo] = ISNULL(CONVERT(VARCHAR,upper(typ.name)),'') + '(' + ISNULL(CONVERT(VARCHAR,col.max_length),'') + ')'
, [maximo_largo] = col.max_length
, [colname] = col.name
FROM sys.tables tab
INNER JOIN sys.columns col
ON col.object_id = tab.object_id
INNER JOIN sys.types typ
ON col.system_type_id = TYP.system_type_id
WHERE tab.NAME = @TargetTableName
) AS DESTINO
ON col.name = DESTINO.colname
INNER JOIN ##TablaConMaximos tcm
ON tcm.colname = DESTINO.colname
WHERE tab.NAME = @SourceTableName
AND typ.name LIKE '%char%'
ORDER BY col.column_id
END TRY
BEGIN CATCH
SELECT 'Internal error ocurred' AS Message
END CATCH
END
目前只支持数据类型CHAR, VARCHAR, NCHAR和NVARCHAR。你可以在下面的链接中找到这段代码的最后一个versión，我们会互相帮助来改进它。GetFieldStringTruncate.sql
https://gist.github.com/jotapardo/210e85338f87507742701aa9d41cc51d
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