TRANSFORM && PIVOT Equivalents?
Jan 16, 2003
I am trying to find the equivalent to MS Access's TRANSFORM and PIVOT in T-SQL. I've tried using GROUP BY with CUBE, and I can't seem to get the data in the correct format. Can someone help? And please explain things to me like I am an idiot, because I am.
Here is the current table and the desired results that I want.
Current Table
MonthTypeSubtypeTotalTime
1TaskASubA5
1TaskASubB10
1TaskASubC8
1TaskBSubX5
2TaskASubA4
2TaskBSubX5
Desired Result:
TypeSubTypeJanuaryFebruary
TaskASubA54
TaskASubB100
TaskASubC80
TaskBSubX55
Thanks.
Colleen
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Sep 5, 2007
I need to transform the following layout by hopefully using the pivot transform, but am confused about the editor ......I have a compound primary key that I want to keep intact but then values in the row need to be broken out into their own row.
I need to go from this...
PKcol1 PKcol2 PKcol3 col4 col5 col6 col7
A 2007 1 Y N N N
A 2007 2 Y Y N N
A 2007 3 N N N Y
into this....
A 2007 1 col4 Y
A 2007 1 col5 N
A 2007 1 col6 N
A 2007 1 col7 N
A 2007 2 col4 Y
A 2007 2 col5 Y
A 2007 2 col6 N
A 2007 2 col7 N
A 2007 3 col4 N
A 2007 3 col5 N
A 2007 3 col6 N
A 2007 3 col7 Y
Can I do this using the pivot transform? Any suggestions?
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Jan 5, 2006
Hey, did someone try to use the pivot transform?
It's not what you would call easy to configure...
In BOL there is the following section:
ms-help://MS.SQLCC.v9/MS.SQLSVR.v9.en/extran9/html/55f5db6e-6777-435f-8a06-b68c129f8437.htm
I have followed the instructions there and I get an error when I try to map the new output column to the pivotkey:
"Output column "Yellow" (69) cannot be mapped to PivotKey input column"
So I mapped the new output column to the column holding the quantity values. This worked.
May this be a bug in BOL?
Further on I got some strange behaviour of the pivot transform:
My input is the following CSV-Flatfile:
sk1;sk2;pk1;qty
A;1;Yellow;2
A;1;Green;1
B;1;Yellow;5
A;2;Blue;3
A;2;Green;9
A;1;Green;5
If I omit the last line, everything is fine.
When passing the file as is into the pivot transform the output is:
SK1 SK2 Yellow Green Blue
A 1 2 1 NULL
B 1 5 NULL NULL
A 2 NULL 9 3
A 1 NULL 5 NULL
As you can see the key a;1 is duplicate. The cols SK1 and SK2 are my primary key of the destination table.
When the input is sorted by the first two colums the pivot transform throws an Error:
Error: 0xC02020CF at Pivot w sort, Pivot [39]: Duplicate pivot key value "Green".
I expected to have a sum over all Green for the key A;1. It seems that I have to use an aggregate which in my opinion should
be obsolete here.
As a conclusion I have to say that this task is far away from perfect but not bad for a start.
Regards
Fridtjof
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Feb 28, 2008
Hello,
In a SQL statement that uses PIVOT, is it possible to create Custom Column Headers instead of being stuck with using Column Headers based on the data?
Is it possible to join another query to a query that uses TRANSFORM and PIVOT by means of UNION? Does anything special need to happen in this case?
Thanks in Advance,
CCGP
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Jan 8, 2007
I have to create a report using the below query (query is in MS Access).
Can anyone tell me how to create a Transform Pivot report in SSRS?
TRANSFORM Sum(CD1([CheckAmount]))
AS [The Value]
SELECT "Total
Amount of Checks" AS Type, tblResult.AccountNumber,
tblResult.CheckDate, tblResult.Status, Sum(CD1([CheckAmount]))
AS Total
FROM tblResult
GROUP BY "Total Amount
of Checks ", tblResult.AccountNumber, tblResult.CheckDate,
tblResult.Status
PIVOT IIf(IsNull([statusdate]),"Outstanding",Format([StatusDate],"Short
Date"));
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Feb 28, 2007
I have a pivot transform that it believe is configured correctly but is not distributing the values accross the columns on the same row. for example.
input:
id seqno codevalue
1 A red
1 B red
2 C blue
2 A green
2 B violet
3 A green
desired output:
id Seq_A Seq_B Seq_C
1 red red null
2 green violet blue
3 green null null
what I am getting:
id Seq_A Seq_B Seq_C
1 red null null
1 null red null
2 green null null
2 null violet null
2 null null blue
3 green null null
I do have the pivot usage for the id column set to 1. I have the pivot usage for seqno column set to 2 and codevalue column set to 3. I have the source column for each of the output columns set to the lineageID of the apprpriate input columns. I have the pivotKey values set for each of the destination columns. A for column Seq_A, B for column Seq_B, C for column Seq_C. All four columns have sortkey positions set; 1 for id, 2 for Seq_A, 3 for Seq_B and 4 for column SEQ_C.
It seems like the id column's pivot usage is not set to 1 like it should but when I check it is 1.
I also have several other pivot transforms in the same data flow and they are working as expected.
I have a suspicion that there is some hidden meta data that is messed up that is over-ridding my settings (just my guess) I have deleted this transform and re-done it several times, checking each configuration value, but still getting the same result.
Need some help or thoughts on making this work.
Thanks
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Nov 22, 2006
Is there any equivalent for Transform-pivot of MS Access in SQL Server 2005?
I have this query in MS Access that I need to migrate to SQL Server 2005
TRANSFORM Sum(CD1([CheckAmount]))
AS [The Value]
SELECT "Total
Amount of Checks" AS Type, tblResult.AccountNumber,
tblResult.CheckDate, tblResult.Status, Sum(CD1([CheckAmount]))
AS Total
FROM tblResult
GROUP BY "Total Amount
of Checks ", tblResult.AccountNumber, tblResult.CheckDate,
tblResult.Status
PIVOT IIf(IsNull([statusdate]),"Outstanding",Format([StatusDate],"Short
Date"));
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Mar 26, 2007
I am facing a serious issue is BIDS.
I have configured a Un-Pivot transform, source to unpivot is sort, when I change the source to derived column (one column name is same for both) and try to open Unpivot it gives me unreferenced lineage id (this is correct). Now When I select Delete Unreferenced Lineage Column and select Apply , it works till here. As soon as I select OK, BIDS crashes and closes.
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May 8, 2015
I have a Pivot Transform in SSIS (2005) working perfectly, EXCEPT for that the first column of the output (the date) repeats for each of the following columns, which are themselves falling into the correct column, but not on the same line for a particular date as the others. Snipet of result from Data Viewer is:
dbDate site1 site2
1/1/2015 0:00 0.03 NULL
1/2/2015 0:00 0.04 NULL
[code]....
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Sep 25, 2000
Question 1:
In a view, I want to create some columns whose values depend on the contents of the rows. Here's an example in classic IIF() syntax:
Select Iif( IsNull(LastName), FirstName, LastName + ', ' + FirstName )
I have looked as ISNULL() and cannot figure it out. I have read about CASE/WHEN/THEN/END, but I don't think I understand it either.
Some example statements would be much appreciated.
Question 2:
If a stored procedure returns a value, can you call the SP from a SELECT statement?
TIA,
Arthur
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Jan 25, 2008
I have a pivot transform that pivots a batch type. After the pivot, each batch type has its own row with null values for the other batch types that were pivoted. I want to group two fields and max() the remaining batch types so that the multiple rows are displayed on one row. I tried using the aggregate transform, but since the batch type field is a string, the max() function fails in the package. Is there another transform or can I use the aggragate transform another way so that the max() will work on a string?
-- Ryan
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May 19, 2006
Hi all,
In MyDatabase, I have a TABLE dbo.LabData created by the following SQLQuery.sql:
USE MyDatabase
GO
CREATE TABLE dbo.LabResults
(SampleID int PRIMARY KEY NOT NULL,
SampleName varchar(25) NOT NULL,
AnalyteName varchar(25) NOT NULL,
Concentration decimal(6.2) NULL)
GO
--Inserting data into a table
INSERT dbo.LabResults (SampleID, SampleName, AnalyteName, Concentration)
VALUES (1, 'MW2', 'Acetone', 1.00)
INSERT €¦ ) VALUES (2, 'MW2', 'Dichloroethene', 1.00)
INSERT €¦ ) VALUES (3, 'MW2', 'Trichloroethene', 20.00)
INSERT €¦ ) VALUES (4, 'MW2', 'Chloroform', 1.00)
INSERT €¦ ) VALUES (5, 'MW2', 'Methylene Chloride', 1.00)
INSERT €¦ ) VALUES (6, 'MW6S', 'Acetone', 1.00)
INSERT €¦ ) VALUES (7, 'MW6S', 'Dichloroethene', 1.00)
INSERT €¦ ) VALUES (8, 'MW6S', 'Trichloroethene', 1.00)
INSERT €¦ ) VALUES (9, 'MW6S', 'Chloroform', 1.00)
INSERT €¦ ) VALUES (10, 'MW6S', 'Methylene Chloride', 1.00)
INSERT €¦ ) VALUES (11, 'MW7', 'Acetone', 1.00)
INSERT €¦ ) VALUES (12, 'MW7', 'Dichloroethene', 1.00)
INSERT €¦ ) VALUES (13, 'MW7', 'Trichloroethene', 1.00)
INSERT €¦ ) VALUES (14, 'MW7', 'Chloroform', 1.00)
INSERT €¦ ) VALUES (15, 'MW7', 'Methylene Chloride', 1.00)
INSERT €¦ ) VALUES (16, 'TripBlank', 'Acetone', 1.00)
INSERT €¦ ) VALUES (17, 'TripBlank', 'Dichloroethene', 1.00)
INSERT €¦ ) VALUES (18, 'TripBlank', 'Trichloroethene', 1.00)
INSERT €¦ ) VALUES (19, 'TripBlank', 'Chloroform', 0.76)
INSERT €¦ ) VALUES (20, 'TripBlank', 'Methylene Chloride', 0.51)
GO
A desired Pivot Table is like:
MW2 MW6S MW7 TripBlank
Acetone 1.00 1.00 1.00 1.00
Dichloroethene 1.00 1.00 1.00 1.00
Trichloroethene 20.00 1.00 1.00 1.00
Chloroform 1.00 1.00 1.00 0.76
Methylene Chloride 1.00 1.00 1.00 0.51
//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
I write the following SQLQuery.sql code for creating a Pivot Table from the Table dbo.LabData by using the PIVOT operator:
USE MyDatabase
GO
USE TABLE dbo.LabData
GO
SELECT AnalyteName, [1] AS MW2, AS MW6S, [11] AS MW7, [16] AS TripBlank
FROM
(SELECT SampleName, AnalyteName, Concentration
FROM dbo.LabData) p
PIVOT
(
SUM (Concentration)
FOR AnalyteName IN ([1], , [11], [16])
) AS pvt
ORDER BY SampleName
GO
////////////////////////////////////////////////////////////////////////////////////////////////////////////////
I executed the above-mentioned code and I got the following error messages:
Msg 156, Level 15, State 1, Line 1
Incorrect syntax near the keyword 'TABLE'.
Msg 207, Level 16, State 1, Line 1
Invalid column name 'AnalyteName'.
I do not know what is wrong in the code statements of my SQLQuery.sql. Please help and advise me how to make it right and work for me.
Thanks in advance,
Scott Chang
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Jul 8, 2015
I have two data tables:
1) Production data with column headers: Key, Facility, Line, Time, Output
2) Costs data with column headers: Key, Site, Cost Center, Time, Cost
The tables have a common key named obviously as Key. The data looks like this:
Key
Facility
Line
Time
Output
Alpha
I would like to have two pivot tables which I can filter with ONE slicer based on the column Key. The first pivot table shows row labels Facility, Line and column labels Time. Value field is Output. The second pivot table shows row labels Site, Cost Center, and column lables Time. Value field is Cost.How can I do this with Power Pivot? I tried by linking both tables above to a table with unique Keys in PowerPivot and then creating a PivotTable where I would have used the Key from the Keys table.
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Oct 13, 2015
Can I force the following measure to be visible for all rows in a pivot table?
Sales Special Visibility:=IF(
  HASONEVALUE(dimSalesCompanies[SalesCompany])
  ;IF(
    VALUES(dimSalesCompanies[SalesCompany]) = "Sales"
    ;CALCULATE([Sales];ALL(dimSalesCompanies[SalesCompany]))
    ;[Sales]
  )
  ;BLANK()
)
FYI, I also have other measures as well in the pivot table that I don't want to affect.
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Oct 14, 2015
I have a simple pivot table (screenshot below) that has two variables on it: one for entry year and another for 6 month time intervals. I have very simple DAX functions that count rows to determine the population N (denominator), the number of records in the time intervals (numerator) and the simple percent of those two numbers.
The problem that I am having is that the function for the population N is not overriding the time interval on the pivot table when I use an ALL function to do so. I use ALL in other very simple pivot tables to do the same thing and it works fine.
The formula for all three are below, but the one that is the issue is the population N formula. Why ALL would not work, any other way to override the time period variable on the pivot table.
Population N (denominator):
=CALCULATE(COUNTROWS(analyticJudConsist),ALL(analyticJudConsist[CurrentTimeInCare1]))
Records in time interval (numerator):
=COUNTROWS(analyticJudConsist)
Percent:
=[countrows]/[denominatorCare]
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Aug 17, 2015
How can I apply "Min" formula under a "new measure" (calculated field) within a pivot table under Power pivot 2010?Can see that neither does it allow me to apply "min" formula directly "formula box" nor could find any other option.Intent formula: "=Min(1,sum(a:b))" this isn't allowed so all I can do is "=sum(a:b)".
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Mar 11, 2015
I have simple pivot table (below screenshot with info redacted) that displays a population number ("N" below), this is the denominator, a cumulative numerator number (below "#") and a simple cumulative percent that just divides the numerator by the denominator. It cumulates from top to bottom. The numerator and percent are cumulative using the below functions. There are two problems with the numerator and percent:
1. When there is not a number for the numerator, there is no value displayed for both the numerator and the percent..There should be a zero displayed for both values.
2. When there has been a prior number for the numerator and percent (for a prior month interval) but there is no number for the numerator in the current month interval, the prior month number and percent are not displayed in the current month interval--see the 3rd yellow line, this should display "3" and "16.7%" from the second yellow line.Here is the formula for the numerator:
=CALCULATE(count(s1Perm1[entity_id]),FILTER(ALL(s1Perm1[ExitMonthCategory]),s1Perm1[ExitMonthCategory] <= MAX(s1Perm1[ExitMonthCategory])))
Here is the formula for the percent:
=(CALCULATE(countrows(s1Perm1),FILTER(ALL(s1Perm1[ExitMonthCategory]),s1Perm1[ExitMonthCategory] <= MAX(s1Perm1[ExitMonthCategory]))))/(CALCULATE(COUNTROWS(s1Perm1),ALL(s1Perm1[Exit],s1Perm1[ExitMonthCategory])))
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Sep 18, 2015
I have data in my Powerpivot window which was generated by a sql query. This data includes a field named 'Cost' and every row shows a value for 'Cost' greater than zero. The problem is that when I display this data in the pivot table all entries for Cost display as $0. At first I thought that maybe Cost was set to a bogus data type (such as 'text) but it is set to ''Decimal Number' so that's not the problem.Â
What is happening and how do I fix it so that my pivot table reflects the values for 'Cost'?
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Nov 23, 2015
I have a data table that contains budget and actual data by month. Â I use the data to create a pivot that shows actual results next to budgeted results. Â I need a column that shows that variance between those columns. Â I think my issue is that the "Type" field contains actual and Budget. Â I sum on "Type". Â I can't seem to create a sum since those items are in the same field or am I missing something?
Table design
Month|Division|Subdivision|Type|Dept|Rate|Units|Amount
October|DC|Day|Budget|125|10.00|100|1000
October|DC|Day|Actual|125|10.00|110|1100
Output Design
DC
DAY
Actual
Budget
125 AvgOfRate
AvgOfRate
SumOfUnits
SumOfUnits
SumOfAmt
SumOfAmt
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Oct 9, 2015
How to get a list of values to actually display in correct order in either a slicer or when on an axis on a pivot table?
I currently have the below list and have tried to add a preceding numeric (ex. "1. <=0") or preceding blank space, neither of which is visually great. Is there another way?
<= 0
1 - 6
7 - 12
13 - 18
19 - 24
25 - 30
31 - 36
37 - 42
43 - 48
49 - 54
55 - 60
61 - 66
67 - 72
73 - 78
79 - 84
85 - 90
91 - 96
97 - 102
> 102
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Apr 13, 2015
I am using excel 2010 and creating pivot table from Power Pivot. I created a pivot table with department slicers. All is good, the problem I am having is whilst in an unfiltered position (ALL) of the slicers (departments) I get 200 pages, now when I click on a given department with say 10 pages, I still get the same 200 pages with the first 10 pages showing the data from the clicked department and 190 blank pages.
All I want is to get a WYSIWYG (What you see is what you get) of what is on the screen as my print, but I am getting extra blank pages right after the data. Â How do I resolve this.
Below are the steps I go thru to printÂ
1. Select slicers in unfiltered position (ALL)
2. Select entire pivot table
3. Select Page layout and select print area.
4. Save
5. Click on Print Preview to preview the print
6. Click on a given department in the slicer and repeat item 5, but this gives me blank pages after the data.
Do I need any other step?Â
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Jul 5, 2006
I am using the pivot task to to a pivot of YTD-Values and after that I use derived columns to calculate month values and do a unpivot then.
All worked fine, but now I get this error message:
[ytd_pivot [123]] Error: Duplicate pivot key value "6".
The settings in the advanced editor seem to be correct (no duplicate pivot key value) and I am extracting the data from the source sorted by month.
Could it be a problem that I use all pivot columns (month 1 to 12) in the derived colum transformation and they aren´t available at this moment while data extracting is still going on?
any hints?
Cheers
Markus
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Sep 21, 2007
Say, I have the following temporary table (@tbl) where the QuestionID field will change values over time
Survey QuestionID Answer
1 1 1
1 2 0
2 1 1
2 2 2
I'd like to perform a pivot on it like this: select * from @tbl Pivot (min(Answer) for QuestionID in ([1], [2])) as PivotTable
...however, I can't just name the [1], [2] values because they're going to change.
Instead of naming the values like this:
for QuestionID in ([1], [2], [3], [4])
I tried something like this:
for QuestionID in (select distinct QuestionID from @tbl)
but am getting a syntax error. Is it possible to set up a pivot like this:
select * from @tbl Pivot (min(Answer) for Question_CID in (select distinct @QuestionID from @tbl)) as PivotTable
or does anyone know another way to do it?
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Jul 8, 2015
Is it possible to generate automatic refresh of excel 2013 table which displays some table of a power pivot model on file open?? I dont want to use pivottable (which supports this ...)
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Apr 29, 2015
I have a pivot table that connects to our data warehouse via a PowerPivot connection. Â The data contains a bunch of comment fields that are each between 250 and 500 characters. Â I've set the columns in this pivot table to have the 'Wrap Text' set to true so that the user experience is better, and they can view these comment fields more clearly.
However, whenever I refresh the data, the text wrapping un-sets itself. Â Interestingly, the 'Wrap Text' setting is still enabled, but I have to go and click it, then click it again to actually wrap the text. Â This is very burdensome on the user, and degrading the experience.
Any way to make this text wrapping stick so that I don't have to re-set it every time I refresh the data?
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Jul 13, 2004
I get this error:
column 6 ('CheckDate', dbType_dbtimestamp), status 6: dat over flow
invalid character value for cast specification
Here is the sql generated :
CREATE TABLE [DMS].[dbo].[Master] (
[Date_Entered] smalldatetime NULL,
[Initials] nvarchar (10) NULL,
[VendorName] nvarchar (50) NULL,
[CheckNum] nvarchar (20) NULL,
[ExpenseType] nvarchar (10) NULL,
[CheckDate] smalldatetime NULL,
[CheckAmount] money NULL
)
IM guessing i need to change date_enteed type or do a cast
any help pls
!~<M
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Apr 10, 2008
Hi ,
i am using to Lookup transform for the matching records , if my source records are matching with lookup records it work fine , if not it through the following error
[Lookup [34]] Error: SSIS Error Code DTS_E_INDUCEDTRANSFORMFAILUREONERROR. The "component "Lookup" (34)" failed because error code 0xC020901E occurred, and the error row disposition on "output "Lookup Output" (36)" specifies failure on error. An error occurred on the specified object of the specified component. There may be error messages posted before this with more information about the failure.
Please advice , how i can solve this .
Thanks in Advance
Raja Ragothaman
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Jun 28, 2006
I am importing data from Excel to a SQL table using a simple DTS. At times the DTS fails because one of the columns in the Excel file may have an invalid time date entry. Sometimes the time will be an invalid negative number and will cause an overflow error durring import to the SQL table column.
Is there a way to capture the data before writing it to the table and validate it and if it is invalid, or more specifically a negative nuimber, enter a default value or a null value?
If there is could you be specific in how to setup the DTS transformation script.
TIA
Jeff
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Jan 14, 2008
I want to transform elements in a XML-respons.
If I use FOR XML PATH, ELEMENTS in the SELECT-statment I get the following result:
<row>
<nr>99</nr>
<namn>test bolag</namn>
</row>
<row>
<nr>02</nr>
<namn>test bolag 2</namn>
</row>
I want to modify the elements so that they look like this insteed in the SELECT-statment.
<row>
<field name="nr">99</field>
<field name="namn">test bolag</field>
</row>
<row>
<field name="nr">98</field>
<field name="namn">test bolag 2</field>
</row>
I need to transform the resulting XML because I need to send it to a webservice with a mySQL database on the reciving end.
Please help me :-)
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Jun 22, 2008
Hi friends,
Can somebody tell me how to do this-
How can we Analyze existing code used to transform data into the Operations Data Warehouse, and make changes to correspond to upcoming changes in the SAP data sources.
Thanks
sk
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Jul 20, 2005
Hi,I have table where i have the following fields in datasheetview:id | date | image | question1 | question2 | question..NI would like to have it in this way:id | date | image | questionnr | answer1 01-01-2004 test.tif 1 1000 (this is the value offield question1)As you can see the first 3 fields remains the same, but the records of those3 fields should be inserted for each record of the question fields. I can dothis with a union query for each questionfield, but.....How can i do this automatically, because there are more than 500 columns.
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Jun 25, 2006
Hi,
My requirement is to check whether value of a particular column is null or not. if it is null I have to enter warning messages into the temp table I have created.
For this I am using Script Transform
Now I want to know how to write info from script transform to a table using SSIS.
Currently I am using the following code in script component
[Code]
Public Overrides Sub Input0_ProcessInputRow(ByVal Row As Input0Buffer)
Dim ConnString As String
ConnString = "Data Source=ABC;Initial Catalog=XXXX;Integrated Security=SSPI;"
Dim sqcn As New SqlConnection(ConnString)
''Dim sqlCmd As New SqlCommand(ConnString, sqcn)
'sqcn.Open()
if Row.Col1_IsNull Then
sqlCmd.CommandText = "Insert into AuditLog values('ERROR','Missing','" + Row.Col5 + "','" + Row.Col6 + "') "
sqlCmd.ExecuteNonQuery()
end if
End Sub
[/Code]
Without using SqlConnection and SqlCommand is thereany way I can get the Connection Obj and able to insert rec in the table.
Thanks
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May 8, 2007
Hi All ,
I am creating packages from a template package whicg I have built ,I have managed to implement basically everything sucessfully .Setting Properties on all the different tasks ,Connections etc except for the OLE DB Command transform.
I have not been sucessfull in getting to the properties or collections which allows me to do the mapping of the Command to parameters (Command Below),I am aware that the command executes for every row . I really need help with how to now do the mapping between the columns and the Paramaters programmatically in c#
I have set the sql command properties of the OLE DB Command Transform,as below
//Setting Update Comand ComponentProperties
IDTSComponentMetaData90 oledbCMDUpdate = dataflow.ComponentMetaDataCollection[0];
oledbCMDUpdate.Name = "name" ;
oledbCMDUpdate.RuntimeConnectionCollection[0].ConnectionManagerID = pack.Connections[0].ID;
CManagedComponentWrapper instanceCMD = oledbCMDUpdate.Instantiate();
instanceCMD.SetComponentProperty("SqlCommand", GetUpdateSQL(tablename)) ;
The Sql that is returned by the GetUpdateSQL(tablename)) method is below
UPDATE [ADM_AdjustmentAction]
SET AdjustmentActionCode = ?
,AdjustmentActionName = ?
,AdjustmentActionDescription = ?
,AdjustmentActionEFD = ?
,AdjustmentActionETD = ?
,UserID = ?
,ProcessDatetime = ?
,ModuleID = ?
WHERE AdjustmentActionID = ?
Thanks in Advance
Cedric
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