问题
在过去的几个月里,下面描述的过程在运行的绝大多数时间里都没有任何问题(在 2008 r2 上)。然而,我们有三个错误连接数据的实例。问题是,这是什么原因造成的,我该如何补救?
DATA_PreImp
sourceid col01 col02 col03 col04 col...
100001 John Smith
100002 Calvin Klein
100003 Peter Parker
100004 Moe Greene
通常呈现的结果是属性正确连接到 Items_Main 但有时(小于 1%)顺序被打乱,因此 col01 的值与其余列的值不连接到相同的 Items_Main。
任何关于造成这种情况的原因的见解将不胜感激。
数据移动过程
我们有一个 SSIS 包,它将数据从名为 DATA_PreImp 的平面表传输到由三个相关表(基于属性)组成的结构。
- Items_Main 应该为 DATA_PreImp 中的每一行包含一行
- Items_Featurevalues 包含 DATA_PreImp 中一行的每一列值的一行
- Items_MainRel 包含 Items_Main 和 Items_FeatureValues 之间的连接
SSIS 包中的第一步将数据从 DATA_PreImp 插入到 Items_Main,并将生成的标识符插入到空 DATA_PreImpMappingTMP 表的 TARGET_ID 列中。
insert into items_main(creationdate, status)
output inserted.itemid into DATA_PreImpMappingTMP(TARGET_ID)
select getdate(), '0' from data_preimp
order by sourceid asc;
SSIS 包中的第二步用 TARGET_ID(最初是 Itemid)和特征标识符(在本例中为 5)填充 Items_MainRel 表。
insert into items_mainrel(itemid, featureid)
output inserted.itemrelid into DATA_PreImpMapping2TMP(INDREL_ID)
select TARGET_ID, 5 from DATA_PreImpMappingTMP
order by TARGET_ID asc;
第三步是用来自 DATA_PreImp 的 SOURCE_ID 填充 DATA_PreImpMapping2TMP 表中的 SOURCE_ID 列。
with cte as (select sourceid, row_number() over (order by sourceid asc) as row from data_preimp)
update m set m.SOURCE_ID = s.sourceid, m.FEAT_ID = 5
from DATA_PreImpMapping2TMP as m
join cte as s on s.row = m.ROW;
最后一步是用来自 DATA_PreImpMapping2TMP 和 DATA_PreImp 的数据填充 Items_FeatureValues 表。
insert into items_featurevalues(itemrelid, languageid, fnvarchar)
select DATA_PreImpMapping2TMP.INDREL_ID, 0, data_preimp.col01
from DATA_PreImpMapping2TMP
join data_preimp on (DATA_PreImpMapping2TMP.SOURCE_ID = data_preimp.sourceid)
where FEAT_ID = 5
数据表结构
以下是创建场景所需的内容:
CREATE TABLE [dbo].[DATA_PreImp](
[sourceid] [bigint] IDENTITY(1,1) NOT NULL,
[col01] [nvarchar](500) NULL,
[col02] [nvarchar](500) NULL,
[col03] [nvarchar](500) NULL,
[col04] [nvarchar](500) NULL,
[col05] [nvarchar](500) NULL,
[col06] [nvarchar](500) NULL,
[col07] [nvarchar](500) NULL,
[col08] [nvarchar](500) NULL,
[col09] [nvarchar](500) NULL,
[col10] [nvarchar](500) NULL,
CONSTRAINT [PK_DATA_PreImp] PRIMARY KEY CLUSTERED
(
[sourceid] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
) ON [PRIMARY]
CREATE TABLE [dbo].[DATA_PreImpMappingTMP](
[ROW] [int] IDENTITY(1,1) NOT NULL,
[TARGET_ID] [int] NULL,
PRIMARY KEY CLUSTERED
(
[ROW] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
) ON [PRIMARY]
CREATE TABLE [dbo].[Items_Main](
[Itemid] [int] IDENTITY(1,1) NOT NULL,
[creationDate] [smalldatetime] NOT NULL,
[status] [int] NOT NULL,
[purchdate] [smalldatetime] NULL,
[logindate] [smalldatetime] NULL,
CONSTRAINT [PK_Items_Main] PRIMARY KEY CLUSTERED
(
[Itemid] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
) ON [PRIMARY]
CREATE TABLE [dbo].[DATA_PreImpMapping2TMP](
[ROW] [int] IDENTITY(1,1) NOT NULL,
[SOURCE_ID] [int] NULL,
[INDREL_ID] [int] NULL,
[FEAT_ID] [int] NULL,
PRIMARY KEY CLUSTERED
(
[ROW] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
) ON [PRIMARY]
CREATE TABLE [dbo].[Items_Features](
[featureId] [int] IDENTITY(1,1) NOT NULL,
[featureRef] [varchar](15) NOT NULL,
[featureName] [varchar](50) NOT NULL,
[creationDate] [smalldatetime] NOT NULL,
[status] [int] NOT NULL,
[fieldType] [varchar](50) NOT NULL,
[featureType] [int] NOT NULL,
[featureDesc] [varchar](500) NULL,
CONSTRAINT [PK_Items_Features] PRIMARY KEY CLUSTERED
(
[featureId] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]) ON [PRIMARY]
CREATE TABLE [dbo].[Items_MainRel](
[ItemRelId] [int] IDENTITY(1,1) NOT NULL,
[Itemid] [int] NOT NULL,
[featureId] [int] NOT NULL,
CONSTRAINT [PK_Items_MainRel] PRIMARY KEY CLUSTERED
(
[ItemRelId] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
) ON [PRIMARY]
GO
CREATE TABLE [dbo].[Items_FeatureValues](
[valueId] [int] IDENTITY(1,1) NOT NULL,
[ItemRelId] [int] NOT NULL,
[languageId] [int] NOT NULL,
[FnVarChar] [nvarchar](250) NULL,
[FInt] [int] NULL,
[FImage] [int] NULL,
[FNText] [ntext] NULL,
[FSmallDateTime] [smalldatetime] NULL,
CONSTRAINT [PK_Items_FeatureValues] PRIMARY KEY CLUSTERED
(
[valueId] ASC
)WITH (PAD_INDEX = OFF, STATISTICS_NORECOMPUTE = OFF, IGNORE_DUP_KEY = OFF, ALLOW_ROW_LOCKS = ON, ALLOW_PAGE_LOCKS = ON) ON [PRIMARY]
) ON [PRIMARY] TEXTIMAGE_ON [PRIMARY]
GO
ALTER TABLE [dbo].[Items_MainRel] WITH CHECK ADD CONSTRAINT [FK_Items_MainRel_Items_Features] FOREIGN KEY([featureId])
REFERENCES [dbo].[Items_Features] ([featureId])
GO
ALTER TABLE [dbo].[Items_MainRel] CHECK CONSTRAINT [FK_Items_MainRel_Items_Features]
GO
ALTER TABLE [dbo].[Items_MainRel] WITH CHECK ADD CONSTRAINT [FK_Items_MainRel_Items_Main] FOREIGN KEY([Itemid])
REFERENCES [dbo].[Items_Main] ([Itemid])
GO
ALTER TABLE [dbo].[Items_MainRel] CHECK CONSTRAINT [FK_Items_MainRel_Items_Main]
GO
ALTER TABLE [dbo].[Items_FeatureValues] WITH CHECK ADD CONSTRAINT [FK_Items_FeatureValues_Items_MainRel] FOREIGN KEY([ItemRelId])
REFERENCES [dbo].[Items_MainRel] ([ItemRelId])
ON DELETE CASCADE
GO
ALTER TABLE [dbo].[Items_FeatureValues] CHECK CONSTRAINT [FK_Items_FeatureValues_Items_MainRel]
GO
INSERT INTO DATA_PreImp (col01,col02,col03,col04)
VALUES('John', 'Smith', '1964', 'NewYork'),
('Calvin', 'Klein', '1960', 'Washington D. C.'),
('Peter', 'Parker', '1974', 'Losangles'),
('Moe', 'Greene', '1928', 'Lasvegas')
INSERT INTO Items_Features (featureRef, featureName, creationDate, [status], fieldType, featureType, featureDesc)
VALUES ('firstname','First_Name', GETDATE(), 0, 'FnVarChar', 3, 'FirstName'),
('lastname','Last_Name', GETDATE(), 0, 'FnVarChar', 3, 'LastName'),
('Birth','Birth', GETDATE(), 0, 'FnVarChar', 3, 'Birth'),
('City','City', GETDATE(), 0, 'FnVarChar', 3, 'City')