Fast Loading Relational Data

Apr 8, 2006

I am searching for a way to fast load relation data. I know how to load data fast but how can i store relation data fast.

For example :

Table1 ( tabel1Id int identity , name varchar(255) )

Table2 ( tabel2Id int identity , table2Id , name varchar(255))



When i insert 50 records into Table1 i can't get the 50 identity fields back, to insert the related data into Table2.



I think one of the solutions could be returning a selection of
Table1 joined with syslockinfo, but i have no idea how to do it.



Does anyone have an idea?

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Fast Loading Of Data To Table

Jul 10, 2007

Hi Every one,

How can I load or copy say millions of rows to a table in the database faster?

Thanks,
Mejo George

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Jul 28, 2015

I’m looking for clearity on partition switching. The idea is to use many BULK INSERT statements into table dbo.X_n in parallel and when BULK INSERT for table dbo.X_n is completed, switch dbo.X_n into dbo.bigdaddy. I think this is the fastest way to upload a couple hundred GB of data.

In learning about partition switching (in part) from The Data Loading Performance Guide under Partition SWITCH, I hear the instructions to say copy the main table exactly to become a target. But in that same step (#1), I read that we need to change the default file group of the target (dbo.X_n) from the default file group. Then it says I need to match indexes and lists the filegroup as something we need to match with the main table.

As an overview of the partition switching strategy, I think the whole point of BULK INSERT with partitioning is to have seperate files (in same group) to enable concurrent uploading where each table has its own file. Once the upload is completed to a table (dbo.X_n) then we do the partition switch into the main table (dbo.bigdaddy). The data we just uploaded doesn’t actually move, just the metadata for it.

When I read the instructions linked above, I hear “Don’t have the same filegroup on your target as the main table. You must have the same filegroup on your target as the main table.”

Where am I disconnected?

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SQL Server 2012 :: Fast Data Loading With Partition Switching Strategy

Jul 28, 2015

I’m looking for clearity on partition switching. The idea is to use many BULK INSERT statements into table dbo.X_n in parallel and when BULK INSERT for table dbo.X_n is completed, switch dbo.X_n into dbo.bigdaddy. I think this is the fastest way to upload a couple hundred GB of data.

In learning about partition switching (in part) from The Data Loading Performance Guide under Partition SWITCH, I hear the instructions to say copy the main table exactly to become a target. But in that same step (#1), I read that we need to change the default file group of the target (dbo.X_n) from the default file group. Then it says I need to match indexes and lists the filegroup as something we need to match with the main table.

As an overview of the partition switching strategy, I think the whole point of BULK INSERT with partitioning is to have seperate files (in same group) to enable concurrent uploading where each table has its own file. Once the upload is completed to a table (dbo.X_n) then we do the partition switch into the main table (dbo.bigdaddy). The data we just uploaded doesn’t actually move, just the metadata for it.

“Don’t have the same filegroup on your target as the main table. You must have the same filegroup on your target as the main table.”

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Guidance Needed: Loading Hierarchical XML Into Relational Tables

Aug 8, 2007

I've got a lot of XML like this (simplified):




Code Snippet





... 8 MORE


... 9 MORE TIMES






I need to get this into three existing SQL Server 2005 tables, each with identity columns for their primary keys:




Code Snippet
CREATE TABLE ELEMENT1 (

[ID] INT IDENTITY
)

CREATE TABLE ELEMENT2 (

[ID] INT IDENTITY,
[ELEMENT1_ID] INT
)

CREATE TABLE ELEMENT3 (

[ID] INT IDENTITY,
[ELEMENT2_ID] INT
)





With primary and foreign keys as you'd expect, and, of course, many more columns!

How would I get this into tables through SSIS, preferably in a high-performance manner (there may be several gigabytes of XML to load).

The issue, of course, is that in order to insert an ELEMENT2 row, I need the ID from the coresponding ELEMENT1, etc.

Any ideas or pointers to articles would be welcome.

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Aug 4, 2005

Hi all,
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So sometimes I have to chage data type in order to create a relationship for the coloumns in different tables. i.e. change char(16) to varchar(7) (I checked the field that make sure all the data in this field is <= 7 characters)

But when I saved the diagram, there is an error message that state:
Errors were encountered during the save process. Some of your database objects are not saved on your diagram.

'agent' table saved successfully
'VisitUSA' table
- Unable to create relationship 'FK_VisitUSA_agent'.
ODBC error: [Microsoft][ODBC SQL Server Driver][SQL Server]ALTER TABLE statement conflicted with COLUMN FOREIGN KEY constraint 'FK_VisitUSA_agent'. The conflict occurred in database 'CMC', table 'agent', column 'AgentCode'.

What does that mean? is it caused by some of the agentcode data in VisitUSA table which is not in agent table?
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Betty

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Aug 1, 2006

I have a few questions for you guys. I have a client
application that can be offline or online. While offline, records can be added and need to be later synced to production.


I will use rda to pull the table down, and this is working fine. Now what if I
have multiple tables where I want a foreign key relationship?

With rda I can only pull down one table at a time from
everything I've read. Now say create a constraint after pulling the two or more tables down. While in offline mode I create a new record on two seperate tables with foreign key/primary key relationship.



When I do the push to the server will it automatically
update the foreign key reference (locally) to the right one on the production
server? Or will I get a duplicate primary key error? On the production server the primary key will be different because of the identity. This is very important because I will have multiple clients.

Thanks in advance

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Nov 14, 2005

I am just now starting the switch from .NET 1.1 to .NET 2.0.  I really like the new way of using the SQLDataSource and setting up Views declaratively as opposed to doing it all in code, which brings me to my question.In some of my applications I have a single Stored Procedure return multiple result sets to a single DataSet where I have a DataRelation set up.  Then I can have nested DataGrids that use the GetChildRows() method to filter the results to display the hierarchical data.  I would like to do something similar with the SQLDataSource and GridViews but haven't found a way to get multiple result sets.One thought I had was to create a Strongly Typed Dataset and then use the ObjectDataSource object, but I still didn't see a way to get child rows out of the datasource.  I've seen an example that uses a <FilterParameter> to get nested data, but there is an extra trip made to the server for each parent item as it just put an extra parameter in the WHERE clause of the query.

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Apr 2, 2008

Hello everyone

When converting From Relational data into XML which
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Regards

Rob

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Jul 20, 2005

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Jan 19, 2008

Hi i am trying to use this query to pull all the publications stored in the database and all the authors contributing to that publication (1 to many relationship). I am trying to use a sub query so that i can display the results on one row of a gridview (including a consecutive list of all the authors). However i am recieving this error: Incorrect keyword near the word SET. ?
 
Maybe i need to add a temp column in the sub query to pull all the related authors for a single publication - but i dont know the sql for this? can anyone help?
 
Thanks
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Mar 22, 2007

Hello everyone, this is my first post here so hopefully I am not asking a common question.

I am trying to create a flat dataset in SQL 2005. Basically I run a query and I get multiple rows for the same primary key. The query I am running is quite large and has several different tables connected to it, here is a small sample of what it looks like...



Typeid(Primary Key) Individual Address

1 Sam 912 Ave. J

1 Sam 913 Ave. Q

1 Sam 914 Ave. R

2 Mike 1000 Ave. O

3 Jill 1001 Ave. O



I want it to kind of look like this

TypeID Individual Address_1 Address_2 Address_3

1 Sam 912 Ave. J 913 Ave. Q 914 Ave. R

2 Mike 1000 Ave. O

3 Jill 1001 Ave. O



As I said before, this query is pretty big, and has several variables like Address where multiple rows are being taken by one Primary Key.

If it is not possible to do this in SQL 2005, is there a program that may be able to? Right now we are using SPSS as sort of a bandaid... we run the query in small portions like the one in the sample and then restructure the in sections but this takes several hours.

Anyways, thanks for any help that you may be able to provide.



-John

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May 19, 2006

Hi,

I have played around with SSIS in addition to reading an SSIS book front to back, but I am still a little confused as to how to import an Xml file with relational data.

The Xml file is structured as follows:

<products>
<product>
<name>
<id>
<category>
<name>
<id>
</category>
<fields>
<field>
<name>
<value>
</field>
<field>

<name>

<value>

</field>
</fields>
</product>
</products>

Basically I want to import the Xml data into three tables: categories, products and fields. A product can belong to one or more categories and has one or more fields which store information about the product.

Using the Xml Source component I can load the Xml from the file, but I can only output one section (category, product or field) at a time. Since the relationship is infered from the hierarchical structure of the Xml (e.g. the fields don't store an ID of the product they belong to), I am not sure how to import the relationships into my tables.

If anyone has any tips on how I can go about that, then it would be most appreciated :)

Thanks!

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Mar 7, 2007

Ok, I have a page on my website where we can add products to our database.  We are a music store, and most products have different versions or colors.  I've created 2 tables, Products and Subproducts.  The products table may hold info like Fender Stratocaster, and the subproducts would hold colors (Blue, Sunburst, etc).  The subproducts table has an integer field called MainProductID, which is linked to the mainproducts table field RecordID. So far the page uses a wizard where if first creates the main product using an sql datasource.  After the data has been added to the main products table, my page gives you the opportunity to add different sub products.  The problem I am having is actually feeding in the RecordID from the main products table to my insert parameter on the sub products data source.  This is what I have tried so far: There is a formview on the page that is bound to the main products table, after the entry is created I can physically see the info on my screen, so I know the data is there at my disposal SubProductsDataSource.InsertParameters.Add("@MainProductID", Formview1.datakey.item("RecordID"))SubProductsDataSource.Insert()Using this adds the data to the table, but the MainProductID is nullalso is there a cheap little way to refresh a page, because when I upload the product images I have it go to the next step where you are supposed to be able to see the images you uploaded, I don't see them which makes me think that the page is loading faster than the images are uploading.  Thanks   

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Jun 20, 2006

Problem:
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The order is stored in multiple tables including order details (stores major items purchased: e.g., PC) and order sub-details (optional items purchased with the major items: e.g., speakers, backup device, webcam etc.).
There could be a number of major items in an order and each major item could have multiple related sub items. The other variables that affect the price include trade-ins if any, sales going on at the time of order, number of units etc.

Now, for any new configuration (major items/related sub items), the system should be able to return a list of previous purchases made with similar configurations, and similar variables (quatities, trade-ins etc). Even if the same model is not present, similar pcs by the same vendor should be considered. etc etc.

Questions:
Is this possible using Data mining?
If yes, which algorithm is recommended?

Also, can I assign/modify any kind of weights to certain variables (if same model: .6 ; if same model not available but pcs made by same manufacturer available: .3 ; by other manufacturers: .1)?

Any help will be greatly appreciated.

Thanks,
Jojy

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Hello everybody
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size of table T1 15 GB and 40000000 rows

database B just created and will act as warehouse

could it be done simply by
1.creating table T1 on db B and then
2.set db to simple recovery
3.
insert into B.dbo.T1
select * from A.dbo.T1
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free disk space is 35GB

Any idea how to optimze import
Thank you

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With best regards,

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hello,
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dsds 23 fghghgh

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Hi,



For this scenario, what is the best method of exporting data to sql 2005.



I want to export data from desktop app across internet to sql which can do on a row by row basis, but this is very slow and if the connection goes down halfway then pretty much buggered.



What is the best, reliable and fastest way to copy data across internet (several thousand rows), I have read about Bulk Insert etc... but also how would get around an upload and crashes half way, is there a way of uploading and until the whole upload goes through then the data is inserted into the database.



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[code]...

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SQL Server:
Oracle:
DDL:

create table Person
(
BusinessEntityID Integer,
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I follow up this article: [URL] ....

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[REPLACE | IGNORE]
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[FIELDS
[TERMINATED BY 'string']
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[ESCAPED BY 'char' ]
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[LINES
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Hi, Experts

The project is a C/S data analysis system built with .Net 2.0 in windows environment, OS: Microsoft Windows 2003 R2 standard Edition Service Pack2, Database used in this project is: Sql server 2005. As a data analysis system, we need to load large amount of data from file to database, we do it by create a dts package and then do data loading by execute "m_Package.Execute(null, variables, m_PackageEvents, null, null)".

The problem is, we fount that DTS miss some data randomly sometimes, we can't find the rule till now. for example we've data as follows in data file, all data field splited by '|'
11234|26341|2007-09-03 00:00|0|0|0.0|0|0.011470833793282509|1|0.045497223734855652|0|0|1|0|3|2929|13130|43|0|2|0|0|40|1|0|0|0|0|0|1||0|0|3|0|0|0|0|0||0|3|0|0|43|43|0|41270|0|3|0|0|10|3|0|0|0|0|0||0|1912|0|0|3|0|0|0|0|0|0|0|3|0|0|5|0|40|0|9|0|0|0|0|0|0|0|0|29|1|1|24|24.0|16|16.0|0|0|0.0|0|0|24|23.980693817138672|0|0.0|0|0.0|0|0.0|0|0.0|11|2.0764460563659668|43|2|0|0|30|11|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|3|3|0|0|0|0|0|0|0|0|0|6|0|0|0|0|0|6|0|0|45|1|0|0|0|2|42|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|2|0|0|0|2|0|0|0|0|0|0|51|47|85|0|0|||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|||||||||||||0|0|0|0|0|97.117401123046875|0|0|83|57|||0.011738888919353485|0|1|0.065955556929111481|0|4|||0.00026658669230528176|1|0.00014440112863667309|1|68|53|12|2|1|2.0562667846679688|10|94|2|0|0|30|11|47|4|13902|7024|6878|18|85|4.9072666168212891|5|0.0|0|0.0|0|0.0|0|0.0|0|358|6448|6324|0|0|0|0||0||462|967|0|41|39|2|0|0|0|1|0|0|0|0|0|0|0|0|3|0|0|3|0|0|0|0|0|0|0|0|0|3|0|3|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0.0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|46|0|1|0|1|37|0|0|46|0|1|0|1|37|0|0|0|0|0|0|0|0|0.0|0|0|6|4|2|0|0|2|1|0|1|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0.0|0|1|0.012290795333683491|0|44|44.0|0|0.0|0|0|0|30|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|2|0|2|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|2|1|1|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|1|1|0|0|0|0|0|0|0|0|0|0|0|0|27|0|0|2112|411|411|45|437|2|0|2|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|4|0|4|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|1|0|1|0|0|0|0|0|0|0|0|0|0|0|6|6|0|3|2|1|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|5|5.0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|600|600|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|6|0|0|0|0|0|0|6|0|9|1|2|2|3|0|1|0|0|0|0|0|0|0|0|0|0|0|13|3|2|5|1|1|1|0|0|0|102|0|1|1|0|0|0|3|3|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||||||0|0|0|0|0|0|0|0|0|0|0||0|0|0|0|0|0|0|0|0||||||||||0|0|0|0|0|0|0||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0.0|46.0|46|0.0|0|0.0|0|0.011469460092484951|1|0.0|0|0.0|0|3|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0.0|0|0.0|0|0|0|0|0|0|0|0|0|0|0|0|0|||0|100.0|100.0|0|1|0|1|0|0|0.02481505274772644|1|0.014951236546039581|1|0|0|0|0|0|0|0|0|0|0|0|0|0|||||||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|||0|||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|4695.5556640625|42260|7126.66650390625|62040|||||||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||||||||||0|0||||||||||

11213|26341|2007-09-03 00:00|0|0|0.0|0|0.068584725260734558|2|0.14375555515289307|27|0|2|1|11|3966|13162|97|0|13|0|0|83|3|2|3|0|0|0|26||0|0|11|0|0|0|1|0||0|1|0|3|97|98|0|246795|0|11|1|0|3|14|0|0|0|0|0||0|1912|0|0|12|0|0|0|0|0|0|0|12|0|0|17|0|83|2|2|2|0|0|0|0|0|0|0|73|3|1|24|24.0|16|16.0|0|0|0.0|3|0|24|23.905364990234375|2|0.0040000001899898052|0|0.0|0|0.0|0|0.0|11|2.0772171020507812|97|7|0|0|80|10|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|12|12|0|0|0|0|0|0|0|0|0|41|0|0|0|0|0|41|0|0|99|25|0|0|0|0|74|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|2|0|0|0|0|0|0|0|0|0|0|177|158|332|0|0|||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|0|0|0|3|||||||||||||0|0|0|0|0|0.0|0|0|321|198|||0.041950233280658722|0|2|0.1999288946390152|0|5|||0.00088306842371821404|1|0.00051651173271238804|1|529|113|4|8|2|2.0671226978302002|10|274|7|0|0|80|10|66|17|13934|7024|6910|31|332|4.7173333168029785|5|0.000033333333703922108|1|0.000033333333703922108|1|0.000033333333703922108|1|0.0|0|358|6448|6356|0|0|0|0||0||1609|3423|0|83|78|5|0|0|26|0|0|0|0|0|0|0|0|0|2|0|1|1|0|0|0|0|3|0|0|0|0|2|0|2|0|0|0|0|0|0|0|0|0|0|2|0|0|0|0|0|0.0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|65|0|1|0|1|72|0|0|65|0|1|0|1|72|0|0|0|0|0|0|0|0|0.0|0|0|12|7|0|2|3|16|5|5|6|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0.0|0|2|0.04131799191236496|0|48|48.0|5|5.0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|1|0|0|0|0|0|0|1|0|0|0|0|0|0|9|0|5|1|0|0|0|1|0|0|0|1|1|0|0|0|0|0|0|0|0|0|0|4|2|1|0|1|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|3|0|0|0|0|3|0|0|0|0|0|0|0|0|121|0|1410|6046|558|1400|192|2467|10|0|5|1|0|0|0|2|0|0|0|1|1|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|15|0|10|0|0|0|0|3|0|1|0|1|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|1|0|1|0|0|0|0|0|0|0|0|0|0|0|21|9|12|10|3|1|0|1|4|0|1|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0.0|163|4|144|91|92|2|92|0|0|0|0|0|101|92|0|0|0|0|101|0|0|0|0|600|596|1|0|0|3|0|0|0|0|0|0|0|0|0|0|0|9|0|0|1|0|0|0|8|0|34|3|4|14|7|2|3|0|1|0|0|0|0|0|0|0|0|0|41|6|4|23|5|2|1|0|0|0|289|0|7|7|0|0|0|11|11|0|0|4|4|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||||||0|0|0|0|0|0|0|0|0|0|0||0|0|4|0|0|0|0|0|4||||||||||3|0|0|0|0|0|3||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|1|0|0|0|0|0|0|0|0|0|0|55.814689636230469|47.931411743164062|48|0.0|0|0.0|0|0.068584725260734558|2|0.0|0|0.0|0|14|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0.0|0|0.0|0|0|0|0|1|0|0|1|0|0|0|0|0|||0|100.0|100.0|0|26|26|0|0|0|0.088263392448425293|2|0.056161552667617798|2|0|0|0|0|0|0|0|0|0|5|22|0|0|||||||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|||0|||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|16308.888671875|146780|23162.22265625|184840|||||||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||||||||||0|0||||||||||

11220|26341|2007-09-03 00:00|0|0|0.0|0|0.309184730052948|2|0.17757916450500488|0|0|7|4|18|3925|13682|172|0|19|0|0|164|10|5|4|0|0|0|2||0|0|20|0|0|1|4|0||0|5|0|4|172|172|0|1165085|0|20|4|0|20|8|0|0|0|0|0||0|1912|0|0|24|0|0|1|0|0|0|0|23|0|0|30|0|164|4|6|8|0|0|0|0|0|0|0|121|10|15|24|24.0|16|16.0|0|0|0.0|4|0|24|23.646148681640625|1|0.0040013887919485569|0|0.0|0|0.0|0|0.0|11|2.0849723815917969|172|5|0|0|123|44|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|26|24|0|0|0|2|0|0|0|0|0|192|1|0|0|0|0|191|0|0|190|12|0|0|0|0|178|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|3|0|0|0|0|0|1|0|0|0|0|1008|953|2758|0|5|||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|0|0|0|4|||||||||||||0|0|0|0|0|84.418106079101562|0|0|2626|1420|||0.29022222757339478|0|5|1.5045944452285767|0|5|||0.0058597764000296593|2|0.0046600494533777237|2|1340|1114|80|119|27|2.2584490776062012|10|1180|5|0|0|123|44|953|55|14462|7024|7438|52|2758|3.0037333965301514|5|0.021266667172312737|1|0.00036666667438112199|1|0.0|0|0.0|0|362|6440|6880|0|0|0|0||0||13711|27667|0|159|149|10|0|0|1|1|0|0|0|0|0|0|0|0|7|0|0|7|0|0|0|0|4|0|0|0|0|7|0|7|0|0|0|0|0|0|0|0|0|2|3|0|0|0|0|0|0.0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|842|0|111|0|102|1702|0|1|842|0|111|0|0|1703|0|0|0|0|0|0|0|0|0.0|0|0|47|26|11|3|7|37|1|20|16|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0.0|0|4|0.24921548366546631|0|44|44.0|0|0.0|0|0|0|1003|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|10|0|8|2|0|0|0|0|0|0|0|0|0|0|81|1|60|10|10|0|0|0|0|0|0|0|0|0|1|1|0|0|0|0|0|0|0|25|16|4|2|3|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|53|27|17|4|5|0|0|0|0|0|0|0|0|0|421|0|8685|67179|2138|12104|80|26285|104|1|73|16|14|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|87|1|77|7|2|0|0|0|0|0|0|0|0|0|1|0|0|1|0|0|0|0|0|0|0|0|0|0|16|0|9|5|2|0|0|0|0|0|0|0|0|0|155|155|0|105|51|32|9|13|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|1|0|1|0|0|0|0|0|0|0|0|0|0|0|5|5.0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|102|0|0|0|0|0|600|445|4|20|32|63|16|15|4|1|0|0|0|0|0|0|0|37|0|0|5|0|0|0|32|0|230|7|10|99|68|22|21|0|3|0|0|0|0|0|0|0|0|0|286|18|10|182|53|17|6|0|0|0|2528|0|10|10|0|0|0|22|22|0|0|25|25|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||||||0|0|0|0|0|0|0|0|0|0|0||0|0|30|0|0|0|0|0|30||||||||||23|0|0|0|0|0|23||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|1|0|0|0|0|0|0|0|0|0|0|0.0|45.998283386230469|46|0.0|0|0.0|0|0.30917638540267944|2|0.0|0|0.0|0|8|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0.0|0|0.0|0|0|0|0|1|1|0|0|0|0|0|0|0|||0|100.0|100.0|0|2|1|0|0|1|0.73375397920608521|5|0.41600942611694336|6|0|0|0|0|0|0|0|0|0|0|0|0|0|||||||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|||0|||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|98115.5546875|865520|176626.671875|1159360|||||||||||||||||||||||||||||||||||||||||||||||||||||||0|0|0|0|0|0|0|0|0|0|0|0|0|0|0|0||||||||||0|0||||||||||

We found that some of the data field become 'null' after the load action finished, if we load the same data again, problem disappeared, we can't 100% reproduce this issue each time, we don't know why, Anybody here can help us to solve this issue or give us some clue?


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