Errors in the OLAP storage engine: A duplicate attribute key has been found when processing

Hi dear MSDN Community,
I am facing a problem while processing a cube with a customer hierarchy as follows:
Global Account --> Main Customer --> Master Customer --> Customer
The data comes from a flatted parent child table, that is, I create an extra column for every level of the hierarchy in the customer view. If a level is empty, then the value is filled with the previous value. Then I can use the property:
HideMemberIf = OnlyChildWithParentName for the intermediate levels (Main and Master Customer)
HideMemberIf = ParentName For the leafs (Customer)
HideMemberIf = never for the root (Global Account)
Consider this example:
Then, for the root level I am using as the key the fields in yellow in order to avoid duplicates. However, I am getting the error message "Errors in the OLAP storage engine: A duplicate attribute key has been found when processing" while processing.
I analyzed the query that SSAS issues to the server (select distinct ....) and I think it should work but it is still failing.
I had similar problems with the intermediate levels but I was able to solve it using a similar procedure.
Any help will be appreciated.
Kind Regards.

When are you having this error? While processing the dimension or during cube processing?
http://blog.oraylis.de/2013/08/a-duplicate-attribute-key-has-been-found-during-processing-revisited/
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Similar Messages

  • Error when build cube - A duplicate attribute key has been found when processing...

    Hi all,
    I got an error “Errors in the OLAP storage engine: A duplicate attribute key has been found when processing: Table…” when built new cube. It looks strange in my case. I created a small example to re-produce this error as below:
    I create a data source table as below
    AgencyName(varchar(50))-----MediaSpend(float)
    OE------------------------------------100
    Œ-------------------------------------200
    Then I create a cube base on this data source with a dimension AgencyName and 1 Measure MediaSpend.
    The error happened again. This look link a special case when ‘OE’ and ‘Œ’ existed in a dimension.
    Do you have any ideas on this?
    Thanks,

    Hi khoana,
    Here is a similar thread about this topic for your reference, please see:
    A duplicate attribute key has been found when processing:
    http://social.technet.microsoft.com/Forums/en-US/sqlanalysisservices/thread/7c72639b-a050-4243-9f1d-4da906e981d5/
    Regards,
    Elvis Long
    TechNet Community Support

  • A duplicate attribute key has been found when processing

    Hi
    When I process one of my dimensions it fails and I get the following error:
    Errors in the OLAP storage engine: A duplicate attribute key has been found when processing: Table: 'Customers', Column: 'DisplayName', Value: 'Stephen Grant'. The attribute is 'Display Name'.
    I don't know if this is significant, but the attribute to which it is making reference was added through BIDS 2008 (the cube was originally created with BIDS 2005). 
    There are no duplicates of 'Stephen Grant' in the DisplayName column. Not that it should matter if there were as this attribute has a cardinality of Many, with an rigid attribute relationship directly to the dimension's key attribute. The Key column for the Display Name attribute simply refers back to the same (DisplayName) column in the table.
    If I delete this record, or even just update the DisplayName field from 'Stephen Grant' to something else, the dimension processes just fine. I can't work out what it is about this record that is stopping the dimension from being able to process.
    Can anyone help me figure out what's going on?
    Julia.
    P.S. I am using SSAS 2008 on Windows Server 2008

    Hello there,
    Does anybody has the complete resolution for duplicate entries data. I am showing the data below .
    RegionName
    BranchName
    LoanOfficerFullName
    PRIME - TEAM NORTHEASTERN
    CALIFORNIA
    ALONA  HAYES
    PRIME - TEAM WESTERN
    RENO-DAMONTE RANCH
    VINCENT LOTITO
    PRIME - TEAM WARTON
    NEWARK (Chicago)
    CHRISTOPHER CLIFTON
    PRIME - TEAM WARTON
    GRAND HAVEN (West Michigan)
    SEAN  FOLEY
    PRIME - TEAM SALMANS
    LAWTON (Amarillo)
    THOMAS  STEARNS
    PRIME - TEAM BARTON
    CALIFORNIA
    ALONA  HAYES
    PRIME - TEAM ROBINSON
    LAS VEGAS
    ANGELA DEATON
    PRIME - TEAM ROBINSON
    LAS VEGAS
    HERMAN  VANDER VELDT
    PRIME - TEAM ROBINSON
    LAS VEGAS
    DAWN ROBINSON
    PRIME - TEAM ROBINSON
    LAS VEGAS
    MICHAEL  BIRK
     Here i have the Hierachies in order LoanOfficerFullName-->BranchName-->RegionName. Loan Officer is the lowest level. I had created another column and make that unique entries so that I could make the unique column as the Key and the hierachies i have linked with the key column value. The issue
    is that i am getting the expected result in OLAP  from data side. But the data is not getting aggregated like Team Barton is coming twice though for the Dimension I make IsAggregatable property to True. If anybody can help me I will aprecciate. If any other clarification need I can provide.

  • Errors in the OLAP storage engine: The attribute key cannot be found when processing: Table: performance_fact

    Hi
    We are using SSAS 2008 r2 and have a cube on our data warehouse, this has been running fine for quite a while now.
    However it failed yesterday with the error message:
    Errors in the OLAP storage engine: The attribute key cannot be found when processing: Table: 
    'Performance_Fact', Column: 'accountexternalId', Value: '9474'. The attribute is 'External Id'."
    Errors in the OLAP storage engine: The process operation ended because the number of errors encountered during processing reached the defined limit of allowable errors for the operation." 
    An error occurred while processing the '2011' partition of the 'Fact' measure group for the 'DB' cube from the DB database.
    Please can someone help me to resolve the error, I don't understand what it means.
    Thanks

    Hello,
    The error means that you have a key in the fact data which don't exist in the related dimension. Ensure that the dimension is also processed so that it contains all used keys.
    Olaf Helper
    [ Blog] [ Xing] [ MVP]

  • Errors in the OLAP storage engine: An error occurred while processing the indexes for the partition of the measure group of the cube from the database.

    Errors in the OLAP storage engine: An error occurred while processing the indexes for the partition of the measure group of the cube from the database.
    I have dropped and recreated a fact table to refresh the data as the table is having identity columns. So not able to directly insert data. After that cube is throwing above error.
    Please suggest.

    Hi Md,
    It hard to analyse the issue base on the limited information, Are there any error message on the log? Under C:\Program Files\Microsoft SQL Server\MSAS11.\OLAP\Log (this could be different for your server), there are 3 log files that are generated:
    msmdrrv.log
    FlightRecorderCurrent.trc
    FightRecorderBack.trc
    The msmdrrv.log simply points to the other two logs. There might be some detail information for this error. Please provide us the detail information about it, so that we can make further analysis.
    Regards,
    Charlie Liao
    TechNet Community Support

  • The attribute is 'Date Key'. Errors in the OLAP storage engine:

    I have a Datetime column in my source table 'LastUpdatedDateTime' in this format  '2012-08-15 14:58:42.467' and I have converted to integer using (YEAR(LastUpdatedDateTime) * 10000) + (MONTH(LastUpdatedDateTime) * 100) + DAY(LastUpdatedDateTime)
    in my Fact table  in the SSIS using a derived Column. Now when I run it in the SSAS I get an error
    Erors in the OLAP storage engine: The attribute key cannot be found when processing: Table: 'Fact table', Column: 'LastUpdatedDateKey', Value: '20120815'.
    Ebenezer

    Hi Ebenezer,
    This error occurs when the Value: '20120815' is missing in dimension but available in Fact, probably in Date dimension in your case.
    Have you converted the Datekey in Date dim to same format ?
    If converted please check whether Value: '20120815' is available in Date dimension table.
    Saurabh Kamath

  • Errors in the OLAP storage engine: An error occurred while processing the 'vFactUTC_201304_INCR_UPDATE_TEMP_qtfcw_' partition of the 'vFact' mea

    <Error
    ErrorCode="3240034318"
    Description="Errors in the OLAP storage engine: An error occurred while processing the 'vFactUTC_201304_INCR_UPDATE_TEMP_qtfcw_' partition of the 'vFact' measure
    group for the 'vAMGenericUTC' cube from the AC_OLAP database."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
    Any idea abt this error
    Putting details error ..
    <return
    xmlns="urn:schemas-microsoft-com:xml-analysis">
      <results
    xmlns="http://schemas.microsoft.com/analysisservices/2003/xmla-multipleresults">
        <root
    xmlns="urn:schemas-microsoft-com:xml-analysis:empty">
          <Exception
    xmlns="urn:schemas-microsoft-com:xml-analysis:exception"
    />
          <Messages
    xmlns="urn:schemas-microsoft-com:xml-analysis:exception">
            <Error
    ErrorCode="3238395904"
    Description="OLE DB error: OLE DB or ODBC error: Cannot execute the query
    &quot;SELECT
    &quot;Tbl1002&quot;.&quot;idUTCDateTime&quot;
    &quot;Col1145&quot;,&quot;Tbl1002&quot;.&quot;idLocalDateTime&quot;
    &quot;Col1146&quot;,&quot;Tbl1002&quot;.&quot;idDateKey&quot;
    &quot;Col1147&quot;,&quot;Tbl1002&quot;.&quot;idUTCDateKey&quot;
    &quot;Col1148&quot;,&quot;Tbl1002&quot;.&quot;idMinuteKey&quot;
    &quot;Col1149&quot;,&quot;Tbl1002&quot;.&quot;idUTCMinuteKey&quot;
    &quot;Col1150&quot;,&quot;Tbl1002&quot;.&quot;idInstance&quot;
    &quot;Col1151&quot;,&quot;Tbl1002&quot;.&quot;idMetricKey&quot;
    &quot;Col1152&quot;,&quot;Tbl1002&quot;.&quot;idKSKey&quot;
    &quot;Col1153&quot;,&quot;Tbl1002&quot;.&quot;idMaintenanceKey&quot;
    &quot;Col1154&quot;,&quot;Tbl1002&quot;.&quot;MetricMin&quot;
    &quot;Col1155&quot;,&quot;Tbl1002&quot;.&quot;MetricMax&quot;
    &quot;Col1156&quot;,&quot;Tbl1002&quot;.&quot;MetricCount&quot;
    &quot;Col1157&quot;,&quot;Tbl1002&quot;.&quot;MetricSum&quot;
    &quot;Col1158&quot;,&quot;Tbl1002&quot;.&quot;MetricLog&quot;
    &quot;Col1159&quot;,&quot;Tbl1002&quot;.&quot;MetricSumOfSquares&quot;
    &quot;Col1160&quot;,&quot;Tbl1002&quot;.&quot;MetricSumOfLogSquares&quot;
    &quot;Col1161&quot;,&quot;Tbl1002&quot;.&quot;idTextData&quot;
    &quot;Col1162&quot;,&quot;Tbl1002&quot;.&quot;idLoad&quot;
    &quot;Col1143&quot;,CONVERT(smalldatetime,&quot;Tbl1002&quot;.&quot;idDateKey&quot;,0)
    &quot;Expr1004&quot;,CONVERT(smallint,&quot;Tbl1002&quot;.&quot;idMinuteKey&quot;,0)
    &quot;Expr1006&quot;,(1)
    &quot;Expr1008&quot; FROM
    &quot;DM_VSQL51_SOPM33_QDB&quot;.&quot;dbo&quot;.&quot;vData&quot;
    &quot;Tbl1002&quot; WHERE
    &quot;Tbl1002&quot;.&quot;idLocalDateTime&quot;&gt;=(1362096000)
    AND &quot;Tbl1002&quot;.&quot;idLocalDateTime&quot;&lt;=(1364774399)
    AND &quot;Tbl1002&quot;.&quot;idLoad&quot;&gt;=(9243)
    AND &quot;Tbl1002&quot;.&quot;idLoad&quot;&lt;=(9304)&quot;
    against OLE DB provider &quot;SQLNCLI10&quot; for linked server
    &quot;DM_DS_SOPM33_QDB&quot;. ; 42000; The OLE DB provider
    &quot;SQLNCLI10&quot; for linked server
    &quot;DM_DS_SOPM33_QDB&quot; reported an error. Execution terminated by the provider because a resource limit was reached.;
    42000." Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3240034318"
    Description="Errors in the OLAP storage engine: An error occurred while processing the 'vFact_201303_INCR_UPDATE_TEMP_he3dx_' partition of the 'vFact' measure
    group for the 'vAMGeneric' cube from the AC_OLAP database."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3238002695"
    Description="Internal error: The operation terminated unsuccessfully."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3238002695"
    Description="Internal error: The operation terminated unsuccessfully."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3239837698"
    Description="Server: The operation has been cancelled."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3238395904"
    Description="OLE DB error: OLE DB or ODBC error: Operation canceled; HY008."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3240034318"
    Description="Errors in the OLAP storage engine: An error occurred while processing the 'vFact_201304_INCR_UPDATE_TEMP_kq5tw_' partition of the 'vFact' measure
    group for the 'vAMGeneric' cube from the AC_OLAP database."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3238002695"
    Description="Internal error: The operation terminated unsuccessfully."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3238002695"
    Description="Internal error: The operation terminated unsuccessfully."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3238395904"
    Description="OLE DB error: OLE DB or ODBC error: Operation canceled; HY008."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3240034318"
    Description="Errors in the OLAP storage engine: An error occurred while processing the 'vFactUTC_201304_INCR_UPDATE_TEMP_qtfcw_' partition of the 'vFactUTC'
    measure group for the 'vAMGenericUTC' cube from the AC_OLAP database."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3238002695"
    Description="Internal error: The operation terminated unsuccessfully."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
            <Error
    ErrorCode="3238002695"
    Description="Internal error: The operation terminated unsuccessfully."
    Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
          </Messages>
        </root>
      </results>
    </return>

    against OLE DB provider
    &quot;SQLNCLI10&quot; for linked server
    &quot;DM_DS_SOPM33_QDB&quot;. ; 42000; The OLE DB provider
    &quot;SQLNCLI10&quot; for linked server
    &quot;DM_DS_SOPM33_QDB&quot; reported an error. Execution terminated by the provider because a resource limit was reached.;
    42000." Source="Microsoft SQL Server 2008 Analysis Services"
    HelpFile="" />
    Hi Born,
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    If you have any feedback on our support, please click
    here.
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    Elvis Long
    TechNet Community Support

  • Errors in the OLAP storage engine: The attribute key cannot be found when processing

    this is the absolute worst error message in all of computing.  I despise it.  Here is my situation.
    SSAS 2008 R2.
    I have one dimension.  I have not even built my cube yet.  only a dimension.  I am trying to process it.  I can process it when I only have a single attribute, they key.  it is a composite key.  When I add a new attribute (integer),
    I get the error message.  There are no null values.  There are no blanks as its an integer. 
    The attribute key cannot be found where?  I'm processing the dimension you idiot.  there is not even a cube yet in order for any key to be found or not.

    Hi Baracus,
    According to your description, you get the error "Errors in the OLAP storage engine: The attribute key cannot be found when processing" when processing your cube, right?
    Generally, the detail error message should like
    Table: 'dbo_FactSales', Column: 'ProductID', Value: '1111'. The attribute is 'Product ID'
    The above error explains that the fact table named "FactSales" contains column ProductID with value "1111" but the same  ProductID  is not present in your dimension table. There is a primary key - foreign key relationship exist
    between the ProductID column of dimension table and fact table named "FactSales" and cube is unable to find ProductID with value 1111 in the dimension table.
    At this time, what we need to do is to check either your dimension and fact table contains the value mentioned in the error message (  Value: '1111' in the above example). Here are some links about troubleshoot this issue, please see:
    http://www.businessintelligence-solutions.com/ssas-typical-error-attribute-key-processing/
    http://www.youtube.com/watch?v=5O7IAjvtAF4
    If this is not what you want, please provide us more information about you issue, so that we can make further analysis.
    Regards,
    Charlie Liao
    If you have any feedback on our support, please click
    here.
    Charlie Liao
    TechNet Community Support

  • Errors in the OLAP storage engine

    Job is scheduled to process a cube. The job failed with the below errors:
    Description: Errors in the OLAP storage engine: An error occurred while the dimension, with the ID of 'Dim ID', Name of 'Dim ID' was being processed.  
    End Error  Error: 2015-01-02 02:17:52.73     
    Code: 0xC11F000D     
    Source: Process Dimensions Analysis Services Execute DDL Task     
    Description: Errors in the OLAP storage engine: An error occurred while the 'HID' attribute of the 'Dim ID' dimension from the database was being processed.  
    End Error  Error: 2015-01-02 02:17:52.75     
    Code: 0xC1060000     
    Source: Process Dimensions Analysis Services Execute DDL Task     
    Description: OLE DB error: OLE DB or ODBC error: Operation canceled; HY008.  
    End Error  Error: 2015-01-02 02:17:52.76     
    Code: 0xC11F000C     
    Source: Process Dimensions Analysis Services Execute DDL Task     
    Description: Errors in the OLAP storage engine: An error occurred while the dimension, with the ID of 'Dim Nme', Name of 'Dim Nme' was being processed.  
    End Error  Error: 2015-01-02 02:17:52.76     
    Code: 0xC11F000D     
    Source: Process Dimensions Analysis Services Execute DDL Task    
    Description: Errors in the OLAP storage engine: An error occurred while the 'NME' attribute of the 'Dim Nme' dimension from the database was being processed.  
    End Error  Error: 2015-01-02 02:17:52.78     
    Code: 0xC1060000     
    Source: Process Dimensions Analysis Services Execute DDL Task     
    Description: OLE DB error: OLE DB or ODBC error: Operation canceled; HY008.  
    End Error  Error: 2015-01-02 02:17:52.78     
    Code: 0xC11F000C     
    Source: Process Dimensions Analysis Services Execute DDL Task     
    Description: Errors in the OLAP storage engine: An error occurred while the dimension, with the ID of 'Dim Ky', Name of 'Dim Ky' was being processed.  
    End Error  Error: 2015-01-02 02:17:52.79     
    Code: 0xC11F000D     
    Source: Process Dimensions Analysis Services Execute DDL Task     Description: Errors in the OLAP storage engine: An error occurred while the 'KY' attribute of the 'Dim Ky' dimension from the database was being processed.  
    End Error  Error: 2015-01-02 02:17:52.81     
    Code: 0xC11F000D     
    Source: Process Dimensions Analysis Services Execute DDL Task     
    Description: Errors in the OLAP storage engine: An error occurred while the 'Id' attribute of the 'Dim Txt' dimension from the database was being processed.  
    End Error  Error: 2015-01-02 02:17:52.81     
    Code: 0xC11F000D     
    Source: Process Dimensions Analysis Services Execute DDL Task     
    Description: Errors in the OLAP storage engine: An error occurred while the 'Id' attribute of the 'VWIprve' dimension from the database was being processed.  
    End Error  DTExec: The package execution returned DTSER_FAILURE (1).  
    Started:  1:00:22 AM  
    Finished: 2:18:02 AM  
    Elapsed:  4660.47 seconds.  The package execution failed.  The step failed.
    Please help!!!!!!

    Hi,
    According to your description, you create a SSIS package to process SSAS cube, the problem is that you are experiencing the error "Errors in the OLAP storage engine: An error occurred while the dimension, with the ID of 'Dim Nme', Name of 'Dim Nme'
    was being processed“ while executing the job, right?
    Based on my research, the issue can be caused by that you haven't set a primary key in your dimension table. Here is a blog that describe this issue, please see:
    http://blogs.microsoft.co.il/barbaro/2014/03/03/errors-in-the-olap-storage-engine-processing-a-large-dimension/
    Regards
    Charlie Liao
    TechNet Community Support

  • Error for the fact table while processing the cube - attribute key cannot be found when processing

    Please help as I am new to SSAS and this is urgent requirement. This is a MOLAP cube and below is the error that I am receiving when processing the cube. The cube is set to Prrocess Full. Several similar errors are popped up for various dimensions.
    "Errors in the OLAP storage engine: The attribute key cannot be found when processing: Table: 'Fact_Table', Column: 'ID', Value: '1'. The attribute is 'Id'. Errors in the OLAP storage engine: The attribute key was converted to an unknown member because
    the attribute key was not found. Attribute Id of Dimension: 17 - Ves - PoC Cont from Database: DB, Cube: IPNCube, Measure Group: iSrvy, Partition: Partition1, Record: 1."
    Thanks in advance.

    Thanks for the recommendations David.
    It will be really great if you can clear some of my doubts:
    To my information, all the dimensions need to be processed first and then the fact table will be processed.
    So if the ID's are not present in the dimension tables, then it should not be present in the Fact table either.
    Here we found null values in the dimension table and the ID's were present in the Fact table. What might be the reasons causing such situation?
    Also how frequently the cube needs to be processed? Currently the ETL which processes the cube, is scheduled in a SQL Job Agent on hourly basis everyday. 
    Is there any possibilty that the cube might be under processing state and the SQL job for the next run getting executed trying to access and process the cube while it was still processing?

  • Duplicate attribute key in date Dimension

    Hi,
    I have created a date dimension using this code
    http://www.codeproject.com/Articles/647950/Create-and-Populate-Date-Dimension-for-Data-Wareho
    It contains one attribute 'Month'
    I have created one fact table which contains the following dates
    StartDate
    EndDate
    CreationDate
    CompletionDate
    AssignedDate
    ReceivedDate
    ActualStartDate
    AcutualEndDate
    DecisionDate
    I have created a relationship with date dimension created by using above code. Relationship of above attributes have been created with DimDate.Date attribute. I have not created Calendar Hierarchy yet. 
    When I am processing the cube I am getting the following error
    Errors in the OLAP storage engine: A duplicate attribute key has been found when processing: Table: 'dim_Date', Column: 'Month', Value: '10'. The attribute is 'Month'.
    In date dimension have data from 1990 to 2050. so Month is being repeated for each year. I am not sure Why am I getting this error.
    Any Help much appreciated.
    MH

    Hi Mustafah,
    For the error "Errors in the OLAP storage engine: A duplicate attribute key has been found when rocessing: Table: <tablename>, Column: <columnname>. Value: <value>. The attribute is <attributename>", it  can occur in multiple
    situations. In many cases, the recommended solution is to change the KeyColumn by setting it to a unique attribute, or by creating a composite key that results in a unique value when multiple attributes are evaluated as a unit. Here are some document which
    describe this error and the solution of it.
    References:
    Analysis Services: Errors in the OLAP storage engine:
    A duplicate attribute key has been found when processing
    You get “A duplicate attribute key has been found when processing ..” error message when processing a dimension
    A duplicate attribute key has been found when processing
    Regards,
    Charlie Liao
    If you have any feedback on our support, please click
    here.
    Charlie Liao
    TechNet Community Support

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  • Duplicate attribute key

    Hi mates,
        I have a postcode dimension. PostCodeKey is primary key. There are altogether 50 columns in this dimension. One column(Domestic) has NULLs which is not PK. When I process the cube, I am getting error Duplicate attribute key found.
    As it is not PK, why is it reporting duplicate key?
    I can add PostCodeKey in the Domestic column's key columns property. If so I need to add to all columns where I expect NULLs.
    If I remove Domestic column in the dimension, cube processing is succeeded.
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    How to fix this error?
    Thanks

    the are a few reasons why you may see the duplicate keys error.
    For example if you have a zero and Nulls in the same column then this would be seen by SSAS as a duplicate.
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    here is a good article on duplicate keys
    http://ms-olap.blogspot.co.uk/2009/11/duplicate-attribute-key-has-been-found.html

  • Errors in OLAP storage engine

    I am running BPC MS 7.5 and tried to do a full optimization and got the error below.
    Unfortunately it did not appear to put the data back to its original state and I had to restore to a back up!
    Can anyone tell me how to resolve this error - I am not a techie more an application man so in "English" would help me.
    ==============[System Error Tracing]==============
    [System  Name] : OLAPServerHandler
    [Message Type] : ErrorMessage
    [Job Name]     : Olap9Manager : CubeProcess
    [DateTime]     : 6/22/2011 11:45:32 AM
    [UserId]       :
    [Exception]
        DetailMsg  : {Microsoft.AnalysisServices.OperationException: Errors in the OLAP storage engine: The attribute key cannot be found when processing: Table: 'dbo_tblFactConsolidation', Column: 'ACCOUNT', Value: 'CTLICBFR010'. The attribute is 'Account_ID1'.
    Errors in the OLAP storage engine: The process operation ended because the number of errors encountered during processing reached the defined limit of allowable errors for the operation.
    Errors in the OLAP storage engine: An error occurred while processing the 'Consolidation' partition of the 'Consolidation' measure group for the 'Consolidation' cube from the EBIQUITYTRAIN database.
    Errors in the OLAP storage engine: The process operation ended because the number of errors encountered during processing reached the defined limit of allowable errors for the operation.
    Internal error: The operation terminated unsuccessfully.
    Server: The operation has been cancelled.
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    Hi,
    Usually, this kind of error message comes from invalid records in your fact tables.
    Check out SAP Note 1098683.
    Hope this will help you.
    Kind Regards,
    Patrick

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