I created a ODBC connection through PowerQuery. The value column is causing the following error:
DataSource.Error: The ODBC driver returned a decimal value for column X, that we couldn't understand or is out of range.
It seems that the errors are caused mostly by values of around 0 with more than 6 decimal when the data is loaded directly to PowerQuery. If I load the connection directly to an excel table, there are no errors.
The SQL code I am using is simply selecting the desired columns with couple of conditions (SELECT, FROM, WHERE). I am not adept with SQL yet.
Is there a some kind of Format or Rounding I can apply to the selected value column directly in the query so that the data is transformed in a format that PowerQuery is able to read before being loaded to PowerQuery?
Or any other possible solutions to fix this error?
Any input is appreciated.
Thank you.
I have an odd thing happening with importing data from Excel to SQL Server.
This is my sample source data
The value become null after import to SQL Server
Basically, other part of excel work well. But only for this area, the value become null. The data type is float which I haven't convert it to numeric or nvarchar.
Thank you for your help.
Ok, I have a table I am querying for an outside project. The table has a field that is alphanumeric but the external project can only support numeric data. The outside project is needing my data as an Excel spreadsheet so I am trying to just export my query to Excel which I can do but I can't seem to figure out if there is a simple convert feature to do this for me. The originating table has the field as VARCHAR(10). I tried CAST and CONVERT but no go. This is SQL Server 2012.
Thanks.
I have five or six OLE DB Sources with a String[DT_STR], with a length of 500 and 1252 (Latin) as Code Page.
The format of the column is like 0,08 or 0,10 etc etc. As you can see, it is separated with a comma.
All of them are equal except one of them. In this one source, I have a POINT as separation. On this it is working when I set the Data Type in the advanced editor of the OLE DB Source. On another (with comma separated) it is also working, if I set the Data Type in the advanced editor of the OLE DB Source. BUT the weird thing is, that it isn't working with the other sources although they are the same (sperated with comma).
I tested Numeric(18,2) and decimal(2).
Another try to solve the problem with the conversion task and/or the derived column task, failed.
I'm using SQL Server 2008 R2
Slowly, I think SSIS is fooling me :)
Has anyone an idea?
/// EDIT
Here a two screens:
Is working:
click
Isn't working:
click
I would not set the Data Type in the Advanced Editor of the OLE DB Source. I would convert the data in the SQL Code of the OLE DB Source, or in a Script Transformation e.g. using Decimal.TryParse , which would update a new column.
SSIS is unbeleivably fussy over datatypes and trying to mess with its internals is not productive.
Check that there are any spaces in between the commas, so that the SSIS is throwing an error trying to convert the blank space to a number. A blank space does not equal nothing in between spaces.
Redirect error rows and output the data to a file. Then you can examine the data that is being rejected by the SSIS and determine why it's causing error.
Reason for the error
1) Null’s are not properly handled either in the destination database or during SSIS package creation. It is quite possible that the source contains a null database but the destination is not accepting the NULL data leading to build generate above error.
2) Data types between source and destination does not match. For example, source column has varchar data and destination column have an int data type. This can easily generate above error. There are certain kind of datatypes which will automatically convert to another data type and will not generate the error but there are for incompatible datatypes which will generate The value could not be converted because of a potential loss of data. error.
The Issue arises when there is unhandled space or null. I have worked around using the Conditional (Ternary) Operator which checks the length:
LEN(TRIM([Column Name])) >= 1 ? (DT_NUMERIC,38,8)[Column Name] : 0
I have made a dtsx package on my computer using SQL Server 2008. It imports data from a semicolon delimited csv file into a table where all of the field types are NVARCHAR MAX.
It works on my computer, but it needs to run on the clients server. Whenever they create the same package with the same csv file and destination table, they receive the error above.
We have gone through the creation of the package step by step, and everything seems OK. The mappings are all correct, but when they run the package in the last step, they receive this error. They are using SQL Server 2005.
Can anyone advise where to begin looking for this problem?
The problem of converting from any non-unicode source to a unicode SQL Server table can be solved by:
add a Data Conversion transformation step to your Data Flow
open the Data Conversion and select Unicode for each data type that applies
take note of the Output Alias of each applicable column (they are named Copy Of [original column name] by default)
now, in the Destination step, click on Mappings
change all of your input mappings to come from the aliased columns in the previous step (this is the step that is easily overlooked and will leave you wondering why you are still getting the same errors)
At some point, you're trying to convert an nvarchar column to a varchar column (or vice-versa).
Moreover, why is everything (supposedly) nvarchar(max)? That's a code smell if I ever saw one. Are you aware of how SQL Server stores those columns? They use pointers to where the column is stored from the actual rows, since they don't fit within the 8k pages.
Non-Unicode string data types:
Use STR for text file and VARCHAR for SQL Server columns.
Unicode string data types:
Use W_STR for text file and NVARCHAR for SQL Server columns.
The problem is that your data types do not match, so there could be a loss of data during the conversion.
Two solutions:
1- if the type of the target column is [nvarchar] it should be change to [varchar]
2- Add a "Derived Column" component to the SSIS package and add a new column with the following expression:
(DT_WSTR, «length») [ColumnName]
Length is the length of the column in the target table and ColumnName is the name of the column in the target table.
finally at the mapping part you should use this new added column instead of the original column.
Not sure if this is a best practice with SSIS but sometimes I find their tools are a bit clunky when you want to do this type of activity.
Instead of using their components you can convert the data within your query
Instead of doing
SELECT myField = myNvarchar20Field
FROM myTable
You could do
SELECT myField = CONVERT(VARCHAR(20),myNvarchar20Field)
FROM myTable
This a solution that uses the IDE to fix:
Add a Data Conversion item to your dataflow as shown below;
Double click on the Data Conversion item, and set it as shown:
Now double click on the DB Destination item, Click on Mapping, and ensure that your input Column is actually the same as coming from the Copy of [your column name], which is in fact the Data Conversion output NOT the DB Source Output (be careful here). Here is a screenshot:
And thats it .. save and run ..
Mike, I had the same problem with SSIS in SQL Server 2005...
Apparently, the DataFlowDestination object will always attempt to validate the data coming in,
into Unicode. Go to that object, Advanced Editor, Component Properties pane, change the "ValidateExternalMetaData" property to False. Now, go to the Input and Output Properties pane, Destination Input, External Columns - set each column Data type and Length to match the database table it's going to. Now, when you close that editor, those column changes will be saved and not validated over, and it will work.
Follow the below steps to avoid (cannot convert between unicode and non-unicode string data types) this error
i) Add the Data conversion Transformation tool to your DataFlow.
ii) To open the DataFlow Conversion and select [string DT_STR] datatype.
iii) Then go to Destination flow, select Mapping.
iv) change your i/p name to copy of the name.
Get to the registry to configuration of the client and change the LANG.
For Oracle, go to HLM\SOFTWARE\ORACLE\KEY_ORACLIENT...HOME\NLS_LANG and change to appropriate language.
The dts data Conversion task is time taking if there are 50 plus columns!Found a fix for this at the below link
http://rdc.codeplex.com/releases/view/48420
However, it does not seem to work for versions above 2008. So this is how i had to work around the problem
*Open the .DTSX file on Notepad++. Choose language as XML
*Goto the <DTS:FlatFileColumns> tag. Select all items within this tag
*Find the string **DTS:DataType="129"** replace with **DTS:DataType="130"**
*Save the .DTSX file.
*Open the project again on Visual Studio BIDS
*Double Click on the Source Task . You would get the message
the metadata of the following output columns does not match the metadata of the external columns with which the output columns are associated:
...
Do you want to replace the metadata of the output columns with the metadata of the external columns?
*Now Click Yes. We are done !
Resolved - to the original ask:
I've seen this before. Easiest way to fix (don't need all those data conversion steps as ALL of the meta data is available from the source connection):
Delete the OLE DB Source & OLE DB Destinations
Make sure Delayed Validation is FALSE (you can set it to True later)
Recreate the OLE DB Source with your query, etc.
Verify in the Advanced Editor that all of the output data column types are correct
Recreate your OLE DB Destination, map, create new table (or remap to existing) and you'll see that SSIS got all the data types correct (same as source).
So much easier that the stuff above.
Not sure if this is still a problem but I found this simple solution:
Right-Click Ole DB Source
Select 'Edit'
Select Input and Output Properties Tab
Under "Inputs and Outputs", Expand "Ole DB Source Output" External Columns and Output Columns
In Output columns, select offending field, on the right-hand panel ensure Data Type Property matches that of the field in External Columns properties
Hope this was clear and easy to follow
Sometime we get this error when we select static character as a field in source query/view/procedure and the destination field data type in Unicode.
Below is the issue i faced:
I used the script below at source
and got the error message Column "CATEGORY" cannot convert between Unicode and non-Unicode string data types. as below:
error message
Resolution:
I tried multiple options but none worked for me. Then I prefixed the static value with N to make in Unicode as below:
SELECT N'STUDENT DETAIL' CATEGORY, NAME, DATEOFBIRTH FROM STUDENTS
UNION
SELECT N'FACULTY DETAIL' CATEGORY, NAME, DATEOFBIRTH FROM FACULTY
If anyone is still experiencing this issue, I found that it related to a difference in Oracle Client versions.
I have posted my full experience and solution here: https://stackoverflow.com/a/43806765/923177
1.add a Data Conversion tool from toolbox
2.Open it,It shows all coloumns from excel ,convert it to desire output. take note of the Output Alias of
each applicable column (they are named Copy Of [original column name] by default)
3.now, in the Destination step, click on Mappings
I changed ValidateExternalMetadata=False for each transformation task. It worked for me.